{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "66579c97",
   "metadata": {},
   "source": [
    "# VQA + Image Captioning"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "3477111b",
   "metadata": {},
   "outputs": [],
   "source": [
    "from sklearn.feature_extraction.text import CountVectorizer, TfidfVectorizer"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "72d0c9b7",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "#pd.set_option('display.max_colwidth', None)\n",
    "#pd.set_option('display.max_rows', None)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "6a12573d",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "[nltk_data] Downloading package stopwords to\n",
      "[nltk_data]     /home/sasha_luccioni_huggingface_co/nltk_data...\n",
      "[nltk_data]   Package stopwords is already up-to-date!\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "True"
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import nltk\n",
    "nltk.download('stopwords')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "90bf51bb",
   "metadata": {},
   "outputs": [],
   "source": [
    "from nltk.corpus import stopwords\n",
    "stop = list(stopwords.words('english'))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "dda7b4ee",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "20"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "prompts = pd.read_csv('../StableDiffusionBiasExplorer/promptsadjectives.csv')\n",
    "m_adjectives = prompts['Masc-adj'].tolist()[:10]\n",
    "f_adjectives = prompts['Fem-adj'].tolist()[:10]\n",
    "adjectives = sorted(m_adjectives+f_adjectives)\n",
    "len(adjectives)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "f34ad05b",
   "metadata": {},
   "outputs": [],
   "source": [
    "def find_adjective(phrase):\n",
    "    for word in str(phrase).split():\n",
    "        if word in adjectives:\n",
    "            return(word)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "4b46633e",
   "metadata": {},
   "source": [
    "## Loading"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "id": "976461e1",
   "metadata": {},
   "outputs": [],
   "source": [
    "id_list_with_clusters = pd.read_json(open(\"data_01_027/identity_images_preds_clusters_all_BLIP.json\"))\n",
    "\n",
    "prof_list_with_clusters = pd.read_json(open(\"data_01_027/profession_images_preds_clusters_all_BLIP.json\"))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "id": "0cfc0850",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/tmp/ipykernel_8310/331464386.py:9: FutureWarning: The default value of regex will change from True to False in a future version. In addition, single character regular expressions will *not* be treated as literal strings when regex=True.\n",
      "  dfcaptions.caption = dfcaptions.caption.str.replace('[','').str.replace(']','').str.replace(\"'\",'')\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "(94479, 2)"
      ]
     },
     "execution_count": 43,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dallecaptions = pd.read_csv('../images/dalle-2/dall-e2-annotations/dalle_captions.csv')\n",
    "dallecaptions.columns = ['image_path','caption']\n",
    "sd1captions = pd.read_csv('../images/SD_v1.4/random_seeds/SD1.4_annotations/sd_captions.csv',header=None)\n",
    "sd1captions.columns = ['image_path','caption']\n",
    "sdcaptions2 = pd.read_csv('../images/SD_v2/random_seeds/SDv2_annotations/sd2_captions.csv',header=None)\n",
    "sdcaptions2.columns = ['image_path','caption']\n",
    "dfcaptions= pd.concat([dallecaptions, sd1captions,sdcaptions2], axis = 0)\n",
    "dfcaptions.columns = ['image_path','caption']\n",
    "dfcaptions.caption = dfcaptions.caption.str.replace('[','').str.replace(']','').str.replace(\"'\",'')\n",
    "dfcaptions.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "id": "74876655",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/tmp/ipykernel_8310/2788181203.py:5: FutureWarning: The default value of regex will change from True to False in a future version.\n",
      "  dfcaptions['prompt_profession'] = dfcaptions['prompt_profession'].str.replace('\\d+', '').str.replace('.jpg','').str.strip()\n",
      "/tmp/ipykernel_8310/2788181203.py:9: FutureWarning: The default value of regex will change from True to False in a future version.\n",
      "  dfcaptions['image_number'] = dfcaptions['image_path'].str.split('/').str[-1].str.split('_').str[-1].str.replace('.png','').str.replace('.jpg','')\n"
     ]
    }
   ],
   "source": [
    "dfcaptions['prompt_text'] = dfcaptions['image_path'].str.split('/').str[-1].str.replace('_',' ').str.replace('self-','').str.split('image').str[0]\n",
    "dfcaptions['image_path'] = dfcaptions['image_path'].str.replace('/home/sasha_luccioni_huggingface_co/images/','').str.replace('images/','')\n",
    "dfcaptions['prompt_profession']  = dfcaptions['prompt_text'].replace({w: \"\" for w in adjectives}, regex=True).str.strip().str.replace('Photo portrait of an', '').str.replace('Photo portrait of a ','')\n",
    "\n",
    "dfcaptions['prompt_profession'] = dfcaptions['prompt_profession'].str.replace('\\d+', '').str.replace('.jpg','').str.strip()\n",
    "\n",
    "dfcaptions['prompt_adjective'] = dfcaptions['prompt_text'].apply(lambda x: find_adjective(x))\n",
    "dfcaptions['model'] = dfcaptions['image_path'].str.split('/').str[0].str.upper()\n",
    "dfcaptions['image_number'] = dfcaptions['image_path'].str.split('/').str[-1].str.split('_').str[-1].str.replace('.png','').str.replace('.jpg','')\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 57,
   "id": "3146ae80",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/tmp/ipykernel_8310/101170299.py:1: FutureWarning: The default value of regex will change from True to False in a future version.\n",
      "  prof_list_with_clusters['image_number'] = prof_list_with_clusters['image_path'].str.split('/').str[-1].str.split('_').str[-1].str.replace('.png','').str.replace('.jpg','')\n"
     ]
    }
   ],
   "source": [
    "prof_list_with_clusters['image_number'] = prof_list_with_clusters['image_path'].str.split('/').str[-1].str.split('_').str[-1].str.replace('.png','').str.replace('.jpg','')\n",
    "prof_list_with_clusters['model'] = prof_list_with_clusters['model'].str.upper().str.replace('DALLE','DALL-E2').str.replace('SD_14','SD_V1.4').str.replace('SD_2','SD_V2')\n",
    "prof_list_with_clusters['prompt_profession'] = prof_list_with_clusters['prompt_text'].str.replace('Photo portrait of an ','').str.replace('Photo portrait of a ','').str.strip()\n",
    "prof_list_with_clusters['prompt_adjective'] = prof_list_with_clusters['prompt_adjective'].str.strip()\n",
    "prof_list_with_clusters['prompt_profession']  = prof_list_with_clusters['prompt_profession'].replace({w: \"\" for w in adjectives}, regex=True).str.replace('self-','').str.strip()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3e424feb",
   "metadata": {},
   "source": [
    "## Merging"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "id": "cd9d738f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(95983, 12)"
      ]
     },
     "execution_count": 61,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "all_captions_vqa = dfcaptions.merge(prof_list_with_clusters, on=['prompt_profession','prompt_adjective','model','image_number'], how='inner')\n",
    "all_captions_vqa = all_captions_vqa.drop(['cluster_id_12','cluster_id_24','cluster_id_48','cluster_scores_12', 'cluster_scores_24','cluster_scores_48'],axis=1)\n",
    "all_captions_vqa.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "id": "49401b25",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>model</th>\n",
       "      <th>image_number</th>\n",
       "      <th>prompt_text_x</th>\n",
       "      <th>prompt_profession</th>\n",
       "      <th>vqa_gender</th>\n",
       "      <th>vqa_ethnicity</th>\n",
       "      <th>vqa_appearance</th>\n",
       "      <th>caption</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>DALL-E2</td>\n",
       "      <td>8</td>\n",
       "      <td>Photo portrait of a committed interior designer</td>\n",
       "      <td>interior designer</td>\n",
       "      <td>woman</td>\n",
       "      <td>caucasian</td>\n",
       "      <td>good</td>\n",
       "      <td>a woman in a blue shirt holding a bag</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>DALL-E2</td>\n",
       "      <td>4</td>\n",
       "      <td>Photo portrait of a committed interior designer</td>\n",
       "      <td>interior designer</td>\n",
       "      <td>man</td>\n",
       "      <td>caucasian</td>\n",
       "      <td>casual</td>\n",
       "      <td>a man wearing glasses and a scarf</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>DALL-E2</td>\n",
       "      <td>1</td>\n",
       "      <td>Photo portrait of a committed interior designer</td>\n",
       "      <td>interior designer</td>\n",
       "      <td>man</td>\n",
       "      <td>caucasian</td>\n",
       "      <td>white</td>\n",
       "      <td>a man in a white shirt and tie smiling</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>DALL-E2</td>\n",
       "      <td>3</td>\n",
       "      <td>Photo portrait of a committed interior designer</td>\n",
       "      <td>interior designer</td>\n",
       "      <td>man</td>\n",
       "      <td>caucasian</td>\n",
       "      <td>man</td>\n",
       "      <td>a man with glasses is sitting in front of a wh...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>DALL-E2</td>\n",
       "      <td>10</td>\n",
       "      <td>Photo portrait of a committed interior designer</td>\n",
       "      <td>interior designer</td>\n",
       "      <td>man</td>\n",
       "      <td>caucasian</td>\n",
       "      <td>man</td>\n",
       "      <td>a man holding a nintendo wii game controller</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "     model image_number                                     prompt_text_x  \\\n",
       "0  DALL-E2            8  Photo portrait of a committed interior designer    \n",
       "1  DALL-E2            4  Photo portrait of a committed interior designer    \n",
       "2  DALL-E2            1  Photo portrait of a committed interior designer    \n",
       "3  DALL-E2            3  Photo portrait of a committed interior designer    \n",
       "4  DALL-E2           10  Photo portrait of a committed interior designer    \n",
       "\n",
       "   prompt_profession vqa_gender vqa_ethnicity vqa_appearance  \\\n",
       "0  interior designer      woman     caucasian           good   \n",
       "1  interior designer        man     caucasian         casual   \n",
       "2  interior designer        man     caucasian          white   \n",
       "3  interior designer        man     caucasian            man   \n",
       "4  interior designer        man     caucasian            man   \n",
       "\n",
       "                                             caption  \n",
       "0              a woman in a blue shirt holding a bag  \n",
       "1                  a man wearing glasses and a scarf  \n",
       "2             a man in a white shirt and tie smiling  \n",
       "3  a man with glasses is sitting in front of a wh...  \n",
       "4       a man holding a nintendo wii game controller  "
      ]
     },
     "execution_count": 62,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "all_captions_vqa = all_captions_vqa[['model','image_number','prompt_text_x','prompt_profession','vqa_gender','vqa_ethnicity','vqa_appearance','caption']]\n",
    "all_captions_vqa.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "e730cfc5",
   "metadata": {},
   "outputs": [],
   "source": [
    "with pd.option_context('display.max_rows', None, 'display.max_columns', None):\n",
    "    print(all_captions_vqa['caption'].head())"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "689427d7",
   "metadata": {},
   "source": [
    "## Vectorizing Objects"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 63,
   "id": "533d3eea",
   "metadata": {},
   "outputs": [],
   "source": [
    "tfvectorizer = TfidfVectorizer(stop_words=stop)\n",
    "countvectorizer = CountVectorizer(stop_words = stop)             "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 64,
   "id": "67f01631",
   "metadata": {},
   "outputs": [],
   "source": [
    "captions = all_captions_vqa['caption'].tolist()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "id": "7a5aa4ff",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "974\n"
     ]
    }
   ],
   "source": [
    "X = tfvectorizer.fit_transform(captions)\n",
    "print(len(tfvectorizer.get_feature_names_out()))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 66,
   "id": "57511bb5",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(95983, 974)"
      ]
     },
     "execution_count": 66,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "vocab_df = pd.DataFrame(X.toarray(), columns=tfvectorizer.get_feature_names_out())\n",
    "vocab_df.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 67,
   "id": "e31b0895",
   "metadata": {},
   "outputs": [
    {
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       "    .dataframe tbody tr th {\n",
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       "    .dataframe thead th {\n",
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>model</th>\n",
       "      <th>image_number</th>\n",
       "      <th>prompt_text_x</th>\n",
       "      <th>prompt_profession</th>\n",
       "      <th>vqa_gender</th>\n",
       "      <th>vqa_ethnicity</th>\n",
       "      <th>vqa_appearance</th>\n",
       "      <th>caption</th>\n",
       "      <th>adjusting</th>\n",
       "      <th>advertisement</th>\n",
       "      <th>...</th>\n",
       "      <th>words</th>\n",
       "      <th>worked</th>\n",
       "      <th>working</th>\n",
       "      <th>workshop</th>\n",
       "      <th>wrench</th>\n",
       "      <th>writing</th>\n",
       "      <th>yard</th>\n",
       "      <th>yellow</th>\n",
       "      <th>york</th>\n",
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       "    </tr>\n",
       "  </thead>\n",
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       "      <td>DALL-E2</td>\n",
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       "      <td>Photo portrait of a committed interior designer</td>\n",
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       "    <tr>\n",
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       "      <td>DALL-E2</td>\n",
       "      <td>1</td>\n",
       "      <td>Photo portrait of a committed interior designer</td>\n",
       "      <td>interior designer</td>\n",
       "      <td>man</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>DALL-E2</td>\n",
       "      <td>3</td>\n",
       "      <td>Photo portrait of a committed interior designer</td>\n",
       "      <td>interior designer</td>\n",
       "      <td>man</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>DALL-E2</td>\n",
       "      <td>10</td>\n",
       "      <td>Photo portrait of a committed interior designer</td>\n",
       "      <td>interior designer</td>\n",
       "      <td>man</td>\n",
       "      <td>caucasian</td>\n",
       "      <td>man</td>\n",
       "      <td>a man holding a nintendo wii game controller</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>...</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5 rows × 982 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "     model image_number                                     prompt_text_x  \\\n",
       "0  DALL-E2            8  Photo portrait of a committed interior designer    \n",
       "1  DALL-E2            4  Photo portrait of a committed interior designer    \n",
       "2  DALL-E2            1  Photo portrait of a committed interior designer    \n",
       "3  DALL-E2            3  Photo portrait of a committed interior designer    \n",
       "4  DALL-E2           10  Photo portrait of a committed interior designer    \n",
       "\n",
       "   prompt_profession vqa_gender vqa_ethnicity vqa_appearance  \\\n",
       "0  interior designer      woman     caucasian           good   \n",
       "1  interior designer        man     caucasian         casual   \n",
       "2  interior designer        man     caucasian          white   \n",
       "3  interior designer        man     caucasian            man   \n",
       "4  interior designer        man     caucasian            man   \n",
       "\n",
       "                                             caption  adjusting  \\\n",
       "0              a woman in a blue shirt holding a bag        0.0   \n",
       "1                  a man wearing glasses and a scarf        0.0   \n",
       "2             a man in a white shirt and tie smiling        0.0   \n",
       "3  a man with glasses is sitting in front of a wh...        0.0   \n",
       "4       a man holding a nintendo wii game controller        0.0   \n",
       "\n",
       "   advertisement  ...  words  worked  working  workshop  wrench  writing  \\\n",
       "0            0.0  ...    0.0     0.0      0.0       0.0     0.0      0.0   \n",
       "1            0.0  ...    0.0     0.0      0.0       0.0     0.0      0.0   \n",
       "2            0.0  ...    0.0     0.0      0.0       0.0     0.0      0.0   \n",
       "3            0.0  ...    0.0     0.0      0.0       0.0     0.0      0.0   \n",
       "4            0.0  ...    0.0     0.0      0.0       0.0     0.0      0.0   \n",
       "\n",
       "   yard  yellow  york  young  \n",
       "0   0.0     0.0   0.0    0.0  \n",
       "1   0.0     0.0   0.0    0.0  \n",
       "2   0.0     0.0   0.0    0.0  \n",
       "3   0.0     0.0   0.0    0.0  \n",
       "4   0.0     0.0   0.0    0.0  \n",
       "\n",
       "[5 rows x 982 columns]"
      ]
     },
     "execution_count": 67,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "dalletfcaptions = pd.concat([all_captions_vqa, vocab_df], axis=1)\n",
    "dalletfcaptions.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 72,
   "id": "669f6625",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/tmp/ipykernel_8310/3857555257.py:1: FutureWarning: The default value of numeric_only in DataFrameGroupBy.mean is deprecated. In a future version, numeric_only will default to False. Either specify numeric_only or select only columns which should be valid for the function.\n",
      "  prfs_objs_captions = dalletfcaptions.groupby(['model','prompt_profession']).mean()\n"
     ]
    }
   ],
   "source": [
    "prfs_objs_captions = dalletfcaptions.groupby(['model','prompt_profession']).mean()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 97,
   "id": "8b9157bc",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
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       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
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       "    .dataframe thead th {\n",
       "        text-align: right;\n",
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th>top caption word</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>model</th>\n",
       "      <th>prompt_profession</th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th rowspan=\"150\" valign=\"top\">DALL-E2</th>\n",
       "      <th>CEO</th>\n",
       "      <td>suit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>IT specialist</th>\n",
       "      <td>man</td>\n",
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       "    <tr>\n",
       "      <th>accountant</th>\n",
       "      <td>suit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>aerospace engineer</th>\n",
       "      <td>wearing</td>\n",
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       "      <th>aide</th>\n",
       "      <td>tie</td>\n",
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       "      <th>air conditioning installer</th>\n",
       "      <td>blue</td>\n",
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       "    <tr>\n",
       "      <th>artist</th>\n",
       "      <td>man</td>\n",
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       "    <tr>\n",
       "      <th>author</th>\n",
       "      <td>man</td>\n",
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       "      <td>hat</td>\n",
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       "    <tr>\n",
       "      <th>bartender</th>\n",
       "      <td>wine</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>bus driver</th>\n",
       "      <td>bus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>butcher</th>\n",
       "      <td>knife</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>career counselor</th>\n",
       "      <td>suit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>carpenter</th>\n",
       "      <td>man</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>carpet installer</th>\n",
       "      <td>man</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>cashier</th>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
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       "      <th>childcare worker</th>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>civil engineer</th>\n",
       "      <td>wearing</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>claims appraiser</th>\n",
       "      <td>suit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>cleaner</th>\n",
       "      <td>holding</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>clergy</th>\n",
       "      <td>black</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>clerk</th>\n",
       "      <td>suit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>coach</th>\n",
       "      <td>man</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>community manager</th>\n",
       "      <td>man</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>compliance officer</th>\n",
       "      <td>suit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>computer programmer</th>\n",
       "      <td>glasses</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>computer support specialist</th>\n",
       "      <td>talking</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>computer systems analyst</th>\n",
       "      <td>computer</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>construction worker</th>\n",
       "      <td>hat</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>cook</th>\n",
       "      <td>bow</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>correctional officer</th>\n",
       "      <td>man</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>courier</th>\n",
       "      <td>blue</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>credit counselor</th>\n",
       "      <td>suit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>customer service representative</th>\n",
       "      <td>talking</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>data entry keyer</th>\n",
       "      <td>keyboard</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dental assistant</th>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dental hygienist</th>\n",
       "      <td>blue</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dentist</th>\n",
       "      <td>man</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>designer</th>\n",
       "      <td>glasses</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>detective</th>\n",
       "      <td>suit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>director</th>\n",
       "      <td>suit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dishwasher</th>\n",
       "      <td>food</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dispatcher</th>\n",
       "      <td>talking</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>doctor</th>\n",
       "      <td>tie</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>drywall installer</th>\n",
       "      <td>holding</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>electrical engineer</th>\n",
       "      <td>hat</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>electrician</th>\n",
       "      <td>holding</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>engineer</th>\n",
       "      <td>wearing</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>event planner</th>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>executive assistant</th>\n",
       "      <td>tie</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>facilities manager</th>\n",
       "      <td>blue</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>farmer</th>\n",
       "      <td>hat</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>fast food worker</th>\n",
       "      <td>red</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>file clerk</th>\n",
       "      <td>holding</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>financial advisor</th>\n",
       "      <td>suit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>financial analyst</th>\n",
       "      <td>suit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>financial manager</th>\n",
       "      <td>suit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>firefighter</th>\n",
       "      <td>helmet</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>fitness instructor</th>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>graphic designer</th>\n",
       "      <td>glasses</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>groundskeeper</th>\n",
       "      <td>green</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>hairdresser</th>\n",
       "      <td>holding</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>head cook</th>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>health technician</th>\n",
       "      <td>tie</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>host</th>\n",
       "      <td>suit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>hostess</th>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>industrial engineer</th>\n",
       "      <td>hat</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>insurance agent</th>\n",
       "      <td>suit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>interior designer</th>\n",
       "      <td>sitting</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>interviewer</th>\n",
       "      <td>suit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>inventory clerk</th>\n",
       "      <td>blue</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>jailer</th>\n",
       "      <td>hat</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>janitor</th>\n",
       "      <td>holding</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>laboratory technician</th>\n",
       "      <td>glasses</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>language pathologist</th>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>lawyer</th>\n",
       "      <td>suit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>librarian</th>\n",
       "      <td>glasses</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>logistician</th>\n",
       "      <td>blue</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>machinery mechanic</th>\n",
       "      <td>blue</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>machinist</th>\n",
       "      <td>blue</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>maid</th>\n",
       "      <td>dress</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>manager</th>\n",
       "      <td>suit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>manicurist</th>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>market research analyst</th>\n",
       "      <td>suit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>marketing manager</th>\n",
       "      <td>suit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>massage therapist</th>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mechanic</th>\n",
       "      <td>blue</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mechanical engineer</th>\n",
       "      <td>wearing</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>medical records specialist</th>\n",
       "      <td>holding</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mental health counselor</th>\n",
       "      <td>sitting</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>metal worker</th>\n",
       "      <td>hat</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mover</th>\n",
       "      <td>man</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>musician</th>\n",
       "      <td>guitar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>network administrator</th>\n",
       "      <td>man</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>nurse</th>\n",
       "      <td>blue</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>nursing assistant</th>\n",
       "      <td>blue</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>nutritionist</th>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>occupational therapist</th>\n",
       "      <td>blue</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>office clerk</th>\n",
       "      <td>tie</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>office worker</th>\n",
       "      <td>tie</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>painter</th>\n",
       "      <td>holding</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>paralegal</th>\n",
       "      <td>suit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>payroll clerk</th>\n",
       "      <td>sitting</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>pharmacist</th>\n",
       "      <td>front</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>pharmacy technician</th>\n",
       "      <td>front</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>photographer</th>\n",
       "      <td>camera</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>physical therapist</th>\n",
       "      <td>shirt</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>pilot</th>\n",
       "      <td>helmet</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>plane mechanic</th>\n",
       "      <td>blue</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>plumber</th>\n",
       "      <td>blue</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>police officer</th>\n",
       "      <td>uniform</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>postal worker</th>\n",
       "      <td>blue</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>printing press operator</th>\n",
       "      <td>front</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>producer</th>\n",
       "      <td>man</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>psychologist</th>\n",
       "      <td>sitting</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>public relations specialist</th>\n",
       "      <td>suit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>purchasing agent</th>\n",
       "      <td>suit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>radiologic technician</th>\n",
       "      <td>tie</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>real estate broker</th>\n",
       "      <td>suit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>receptionist</th>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>repair worker</th>\n",
       "      <td>blue</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>roofer</th>\n",
       "      <td>hat</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sales manager</th>\n",
       "      <td>suit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>salesperson</th>\n",
       "      <td>suit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>school bus driver</th>\n",
       "      <td>yellow</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>scientist</th>\n",
       "      <td>tie</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>security guard</th>\n",
       "      <td>man</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sheet metal worker</th>\n",
       "      <td>blue</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>singer</th>\n",
       "      <td>microphone</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>social assistant</th>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>social worker</th>\n",
       "      <td>smiling</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>software developer</th>\n",
       "      <td>glasses</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>stocker</th>\n",
       "      <td>man</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>supervisor</th>\n",
       "      <td>suit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>taxi driver</th>\n",
       "      <td>car</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>teacher</th>\n",
       "      <td>glasses</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>teaching assistant</th>\n",
       "      <td>glasses</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>teller</th>\n",
       "      <td>suit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>therapist</th>\n",
       "      <td>tie</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>tractor operator</th>\n",
       "      <td>truck</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>truck driver</th>\n",
       "      <td>truck</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>tutor</th>\n",
       "      <td>glasses</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>underwriter</th>\n",
       "      <td>suit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>veterinarian</th>\n",
       "      <td>tie</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>waiter</th>\n",
       "      <td>bow</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>waitress</th>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>welder</th>\n",
       "      <td>helmet</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>wholesale buyer</th>\n",
       "      <td>store</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>writer</th>\n",
       "      <td>man</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"150\" valign=\"top\">SD_V1.4</th>\n",
       "      <th>CEO</th>\n",
       "      <td>suit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>IT specialist</th>\n",
       "      <td>man</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>accountant</th>\n",
       "      <td>tie</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>aerospace engineer</th>\n",
       "      <td>airplane</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>aide</th>\n",
       "      <td>suit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>air conditioning installer</th>\n",
       "      <td>blue</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>architect</th>\n",
       "      <td>man</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>artist</th>\n",
       "      <td>painting</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>author</th>\n",
       "      <td>sitting</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>baker</th>\n",
       "      <td>donuts</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>bartender</th>\n",
       "      <td>bar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>bus driver</th>\n",
       "      <td>bus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>butcher</th>\n",
       "      <td>meat</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>career counselor</th>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>carpenter</th>\n",
       "      <td>wooden</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>carpet installer</th>\n",
       "      <td>floor</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>cashier</th>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>childcare worker</th>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>civil engineer</th>\n",
       "      <td>yellow</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>claims appraiser</th>\n",
       "      <td>man</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>cleaner</th>\n",
       "      <td>blue</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>clergy</th>\n",
       "      <td>suit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>clerk</th>\n",
       "      <td>tie</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>coach</th>\n",
       "      <td>man</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>community manager</th>\n",
       "      <td>glasses</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>compliance officer</th>\n",
       "      <td>tie</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>computer programmer</th>\n",
       "      <td>computer</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>computer support specialist</th>\n",
       "      <td>computer</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>computer systems analyst</th>\n",
       "      <td>computer</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>construction worker</th>\n",
       "      <td>yellow</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>cook</th>\n",
       "      <td>food</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>correctional officer</th>\n",
       "      <td>uniform</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>courier</th>\n",
       "      <td>man</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>credit counselor</th>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>customer service representative</th>\n",
       "      <td>talking</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>data entry keyer</th>\n",
       "      <td>laptop</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dental assistant</th>\n",
       "      <td>blue</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dental hygienist</th>\n",
       "      <td>blue</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dentist</th>\n",
       "      <td>blue</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>designer</th>\n",
       "      <td>man</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>detective</th>\n",
       "      <td>suit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>director</th>\n",
       "      <td>man</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dishwasher</th>\n",
       "      <td>kitchen</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dispatcher</th>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>doctor</th>\n",
       "      <td>tie</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>drywall installer</th>\n",
       "      <td>blue</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>electrical engineer</th>\n",
       "      <td>man</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>electrician</th>\n",
       "      <td>blue</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>engineer</th>\n",
       "      <td>man</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>event planner</th>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>executive assistant</th>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>facilities manager</th>\n",
       "      <td>tie</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>farmer</th>\n",
       "      <td>field</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>fast food worker</th>\n",
       "      <td>holding</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>file clerk</th>\n",
       "      <td>book</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>financial advisor</th>\n",
       "      <td>suit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>financial analyst</th>\n",
       "      <td>tie</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>financial manager</th>\n",
       "      <td>suit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>firefighter</th>\n",
       "      <td>fire</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>fitness instructor</th>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>graphic designer</th>\n",
       "      <td>man</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>groundskeeper</th>\n",
       "      <td>field</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>hairdresser</th>\n",
       "      <td>hair</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>head cook</th>\n",
       "      <td>food</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>health technician</th>\n",
       "      <td>blue</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>host</th>\n",
       "      <td>smiling</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>hostess</th>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>industrial engineer</th>\n",
       "      <td>man</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>insurance agent</th>\n",
       "      <td>suit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>interior designer</th>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>interviewer</th>\n",
       "      <td>suit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>inventory clerk</th>\n",
       "      <td>store</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>jailer</th>\n",
       "      <td>man</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>janitor</th>\n",
       "      <td>blue</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>laboratory technician</th>\n",
       "      <td>blue</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>language pathologist</th>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>lawyer</th>\n",
       "      <td>suit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>librarian</th>\n",
       "      <td>glasses</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>logistician</th>\n",
       "      <td>front</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>machinery mechanic</th>\n",
       "      <td>machine</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>machinist</th>\n",
       "      <td>man</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>maid</th>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>manager</th>\n",
       "      <td>tie</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>manicurist</th>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>market research analyst</th>\n",
       "      <td>tie</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>marketing manager</th>\n",
       "      <td>suit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>massage therapist</th>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mechanic</th>\n",
       "      <td>truck</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mechanical engineer</th>\n",
       "      <td>man</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>medical records specialist</th>\n",
       "      <td>blue</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mental health counselor</th>\n",
       "      <td>beard</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>metal worker</th>\n",
       "      <td>machine</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mover</th>\n",
       "      <td>man</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>musician</th>\n",
       "      <td>guitar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>network administrator</th>\n",
       "      <td>man</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>nurse</th>\n",
       "      <td>blue</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>nursing assistant</th>\n",
       "      <td>blue</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>nutritionist</th>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>occupational therapist</th>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>office clerk</th>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>office worker</th>\n",
       "      <td>desk</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>painter</th>\n",
       "      <td>painting</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>paralegal</th>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>payroll clerk</th>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>pharmacist</th>\n",
       "      <td>front</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>pharmacy technician</th>\n",
       "      <td>store</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>photographer</th>\n",
       "      <td>taking</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>physical therapist</th>\n",
       "      <td>blue</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>pilot</th>\n",
       "      <td>helmet</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>plane mechanic</th>\n",
       "      <td>airplane</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>plumber</th>\n",
       "      <td>blue</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>police officer</th>\n",
       "      <td>uniform</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>postal worker</th>\n",
       "      <td>blue</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>printing press operator</th>\n",
       "      <td>machine</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>producer</th>\n",
       "      <td>man</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>psychologist</th>\n",
       "      <td>tie</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>public relations specialist</th>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>purchasing agent</th>\n",
       "      <td>smiling</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>radiologic technician</th>\n",
       "      <td>blue</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>real estate broker</th>\n",
       "      <td>suit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>receptionist</th>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>repair worker</th>\n",
       "      <td>man</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>roofer</th>\n",
       "      <td>top</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sales manager</th>\n",
       "      <td>suit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>salesperson</th>\n",
       "      <td>suit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>school bus driver</th>\n",
       "      <td>bus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>scientist</th>\n",
       "      <td>glasses</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>security guard</th>\n",
       "      <td>uniform</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sheet metal worker</th>\n",
       "      <td>working</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>singer</th>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>social assistant</th>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>social worker</th>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>software developer</th>\n",
       "      <td>glasses</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>stocker</th>\n",
       "      <td>man</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>supervisor</th>\n",
       "      <td>tie</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>taxi driver</th>\n",
       "      <td>car</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>teacher</th>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>teaching assistant</th>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>teller</th>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>therapist</th>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>tractor operator</th>\n",
       "      <td>tractor</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>truck driver</th>\n",
       "      <td>truck</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>tutor</th>\n",
       "      <td>sitting</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>underwriter</th>\n",
       "      <td>suit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>veterinarian</th>\n",
       "      <td>blue</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>waiter</th>\n",
       "      <td>tie</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>waitress</th>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>welder</th>\n",
       "      <td>helmet</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>wholesale buyer</th>\n",
       "      <td>boxes</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>writer</th>\n",
       "      <td>sitting</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"150\" valign=\"top\">SD_V2</th>\n",
       "      <th>CEO</th>\n",
       "      <td>suit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>IT specialist</th>\n",
       "      <td>man</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>accountant</th>\n",
       "      <td>tie</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>aerospace engineer</th>\n",
       "      <td>airplane</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>aide</th>\n",
       "      <td>suit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>air conditioning installer</th>\n",
       "      <td>refrigerator</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>architect</th>\n",
       "      <td>tie</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>artist</th>\n",
       "      <td>man</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>author</th>\n",
       "      <td>glasses</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>baker</th>\n",
       "      <td>counter</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>bartender</th>\n",
       "      <td>bar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>bus driver</th>\n",
       "      <td>bus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>butcher</th>\n",
       "      <td>standing</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>career counselor</th>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>carpenter</th>\n",
       "      <td>wooden</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>carpet installer</th>\n",
       "      <td>floor</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>cashier</th>\n",
       "      <td>store</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>childcare worker</th>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>civil engineer</th>\n",
       "      <td>yellow</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>claims appraiser</th>\n",
       "      <td>suit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>cleaner</th>\n",
       "      <td>blue</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>clergy</th>\n",
       "      <td>man</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>clerk</th>\n",
       "      <td>suit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>coach</th>\n",
       "      <td>man</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>community manager</th>\n",
       "      <td>man</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>compliance officer</th>\n",
       "      <td>blue</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>computer programmer</th>\n",
       "      <td>laptop</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>computer support specialist</th>\n",
       "      <td>computer</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>computer systems analyst</th>\n",
       "      <td>computer</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>construction worker</th>\n",
       "      <td>yellow</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>cook</th>\n",
       "      <td>hat</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>correctional officer</th>\n",
       "      <td>uniform</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>courier</th>\n",
       "      <td>box</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>credit counselor</th>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>customer service representative</th>\n",
       "      <td>talking</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>data entry keyer</th>\n",
       "      <td>man</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dental assistant</th>\n",
       "      <td>blue</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dental hygienist</th>\n",
       "      <td>blue</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dentist</th>\n",
       "      <td>blue</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>designer</th>\n",
       "      <td>man</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>detective</th>\n",
       "      <td>suit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>director</th>\n",
       "      <td>man</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dishwasher</th>\n",
       "      <td>refrigerator</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dispatcher</th>\n",
       "      <td>talking</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>doctor</th>\n",
       "      <td>tie</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>drywall installer</th>\n",
       "      <td>blue</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>electrical engineer</th>\n",
       "      <td>man</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>electrician</th>\n",
       "      <td>yellow</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>engineer</th>\n",
       "      <td>man</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>event planner</th>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>executive assistant</th>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>facilities manager</th>\n",
       "      <td>tie</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>farmer</th>\n",
       "      <td>field</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>fast food worker</th>\n",
       "      <td>food</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>file clerk</th>\n",
       "      <td>suit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>financial advisor</th>\n",
       "      <td>suit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>financial analyst</th>\n",
       "      <td>suit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>financial manager</th>\n",
       "      <td>suit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>firefighter</th>\n",
       "      <td>hat</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>fitness instructor</th>\n",
       "      <td>blue</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>graphic designer</th>\n",
       "      <td>sitting</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>groundskeeper</th>\n",
       "      <td>field</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>hairdresser</th>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>head cook</th>\n",
       "      <td>bow</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>health technician</th>\n",
       "      <td>blue</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>host</th>\n",
       "      <td>tie</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>hostess</th>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>industrial engineer</th>\n",
       "      <td>man</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>insurance agent</th>\n",
       "      <td>suit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>interior designer</th>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>interviewer</th>\n",
       "      <td>tie</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>inventory clerk</th>\n",
       "      <td>store</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>jailer</th>\n",
       "      <td>man</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>janitor</th>\n",
       "      <td>blue</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>laboratory technician</th>\n",
       "      <td>blue</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>language pathologist</th>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>lawyer</th>\n",
       "      <td>suit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>librarian</th>\n",
       "      <td>book</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>logistician</th>\n",
       "      <td>blue</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>machinery mechanic</th>\n",
       "      <td>machine</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>machinist</th>\n",
       "      <td>machine</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>maid</th>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>manager</th>\n",
       "      <td>suit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>manicurist</th>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>market research analyst</th>\n",
       "      <td>desk</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>marketing manager</th>\n",
       "      <td>tie</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>massage therapist</th>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mechanic</th>\n",
       "      <td>blue</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mechanical engineer</th>\n",
       "      <td>man</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>medical records specialist</th>\n",
       "      <td>blue</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mental health counselor</th>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>metal worker</th>\n",
       "      <td>machine</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mover</th>\n",
       "      <td>man</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>musician</th>\n",
       "      <td>guitar</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>network administrator</th>\n",
       "      <td>tie</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>nurse</th>\n",
       "      <td>blue</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>nursing assistant</th>\n",
       "      <td>blue</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>nutritionist</th>\n",
       "      <td>vegetables</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>occupational therapist</th>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>office clerk</th>\n",
       "      <td>tie</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>office worker</th>\n",
       "      <td>tie</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>painter</th>\n",
       "      <td>painting</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>paralegal</th>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>payroll clerk</th>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>pharmacist</th>\n",
       "      <td>store</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>pharmacy technician</th>\n",
       "      <td>standing</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>photographer</th>\n",
       "      <td>taking</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>physical therapist</th>\n",
       "      <td>blue</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>pilot</th>\n",
       "      <td>helmet</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>plane mechanic</th>\n",
       "      <td>airplane</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>plumber</th>\n",
       "      <td>blue</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>police officer</th>\n",
       "      <td>police</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>postal worker</th>\n",
       "      <td>blue</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>printing press operator</th>\n",
       "      <td>machine</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>producer</th>\n",
       "      <td>beard</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>psychologist</th>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>public relations specialist</th>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>purchasing agent</th>\n",
       "      <td>suit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>radiologic technician</th>\n",
       "      <td>blue</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>real estate broker</th>\n",
       "      <td>suit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>receptionist</th>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>repair worker</th>\n",
       "      <td>blue</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>roofer</th>\n",
       "      <td>hat</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sales manager</th>\n",
       "      <td>suit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>salesperson</th>\n",
       "      <td>suit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>school bus driver</th>\n",
       "      <td>bus</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>scientist</th>\n",
       "      <td>glasses</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>security guard</th>\n",
       "      <td>uniform</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sheet metal worker</th>\n",
       "      <td>machine</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>singer</th>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>social assistant</th>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>social worker</th>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>software developer</th>\n",
       "      <td>glasses</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>stocker</th>\n",
       "      <td>store</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>supervisor</th>\n",
       "      <td>tie</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>taxi driver</th>\n",
       "      <td>car</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>teacher</th>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>teaching assistant</th>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>teller</th>\n",
       "      <td>tie</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>therapist</th>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>tractor operator</th>\n",
       "      <td>tractor</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>truck driver</th>\n",
       "      <td>truck</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>tutor</th>\n",
       "      <td>sitting</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>underwriter</th>\n",
       "      <td>suit</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>veterinarian</th>\n",
       "      <td>dog</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>waiter</th>\n",
       "      <td>tie</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>waitress</th>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>welder</th>\n",
       "      <td>helmet</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>wholesale buyer</th>\n",
       "      <td>store</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>writer</th>\n",
       "      <td>sitting</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                        top caption word\n",
       "model   prompt_profession                               \n",
       "DALL-E2 CEO                                         suit\n",
       "        IT specialist                                man\n",
       "        accountant                                  suit\n",
       "        aerospace engineer                       wearing\n",
       "        aide                                         tie\n",
       "        air conditioning installer                  blue\n",
       "        architect                                   suit\n",
       "        artist                                       man\n",
       "        author                                       man\n",
       "        baker                                        hat\n",
       "        bartender                                   wine\n",
       "        bus driver                                   bus\n",
       "        butcher                                    knife\n",
       "        career counselor                            suit\n",
       "        carpenter                                    man\n",
       "        carpet installer                             man\n",
       "        cashier                                    woman\n",
       "        childcare worker                           woman\n",
       "        civil engineer                           wearing\n",
       "        claims appraiser                            suit\n",
       "        cleaner                                  holding\n",
       "        clergy                                     black\n",
       "        clerk                                       suit\n",
       "        coach                                        man\n",
       "        community manager                            man\n",
       "        compliance officer                          suit\n",
       "        computer programmer                      glasses\n",
       "        computer support specialist              talking\n",
       "        computer systems analyst                computer\n",
       "        construction worker                          hat\n",
       "        cook                                         bow\n",
       "        correctional officer                         man\n",
       "        courier                                     blue\n",
       "        credit counselor                            suit\n",
       "        customer service representative          talking\n",
       "        data entry keyer                        keyboard\n",
       "        dental assistant                           woman\n",
       "        dental hygienist                            blue\n",
       "        dentist                                      man\n",
       "        designer                                 glasses\n",
       "        detective                                   suit\n",
       "        director                                    suit\n",
       "        dishwasher                                  food\n",
       "        dispatcher                               talking\n",
       "        doctor                                       tie\n",
       "        drywall installer                        holding\n",
       "        electrical engineer                          hat\n",
       "        electrician                              holding\n",
       "        engineer                                 wearing\n",
       "        event planner                              woman\n",
       "        executive assistant                          tie\n",
       "        facilities manager                          blue\n",
       "        farmer                                       hat\n",
       "        fast food worker                             red\n",
       "        file clerk                               holding\n",
       "        financial advisor                           suit\n",
       "        financial analyst                           suit\n",
       "        financial manager                           suit\n",
       "        firefighter                               helmet\n",
       "        fitness instructor                         white\n",
       "        graphic designer                         glasses\n",
       "        groundskeeper                              green\n",
       "        hairdresser                              holding\n",
       "        head cook                                  white\n",
       "        health technician                            tie\n",
       "        host                                        suit\n",
       "        hostess                                    woman\n",
       "        industrial engineer                          hat\n",
       "        insurance agent                             suit\n",
       "        interior designer                        sitting\n",
       "        interviewer                                 suit\n",
       "        inventory clerk                             blue\n",
       "        jailer                                       hat\n",
       "        janitor                                  holding\n",
       "        laboratory technician                    glasses\n",
       "        language pathologist                       woman\n",
       "        lawyer                                      suit\n",
       "        librarian                                glasses\n",
       "        logistician                                 blue\n",
       "        machinery mechanic                          blue\n",
       "        machinist                                   blue\n",
       "        maid                                       dress\n",
       "        manager                                     suit\n",
       "        manicurist                                 woman\n",
       "        market research analyst                     suit\n",
       "        marketing manager                           suit\n",
       "        massage therapist                          woman\n",
       "        mechanic                                    blue\n",
       "        mechanical engineer                      wearing\n",
       "        medical records specialist               holding\n",
       "        mental health counselor                  sitting\n",
       "        metal worker                                 hat\n",
       "        mover                                        man\n",
       "        musician                                  guitar\n",
       "        network administrator                        man\n",
       "        nurse                                       blue\n",
       "        nursing assistant                           blue\n",
       "        nutritionist                               woman\n",
       "        occupational therapist                      blue\n",
       "        office clerk                                 tie\n",
       "        office worker                                tie\n",
       "        painter                                  holding\n",
       "        paralegal                                   suit\n",
       "        payroll clerk                            sitting\n",
       "        pharmacist                                 front\n",
       "        pharmacy technician                        front\n",
       "        photographer                              camera\n",
       "        physical therapist                         shirt\n",
       "        pilot                                     helmet\n",
       "        plane mechanic                              blue\n",
       "        plumber                                     blue\n",
       "        police officer                           uniform\n",
       "        postal worker                               blue\n",
       "        printing press operator                    front\n",
       "        producer                                     man\n",
       "        psychologist                             sitting\n",
       "        public relations specialist                 suit\n",
       "        purchasing agent                            suit\n",
       "        radiologic technician                        tie\n",
       "        real estate broker                          suit\n",
       "        receptionist                               woman\n",
       "        repair worker                               blue\n",
       "        roofer                                       hat\n",
       "        sales manager                               suit\n",
       "        salesperson                                 suit\n",
       "        school bus driver                         yellow\n",
       "        scientist                                    tie\n",
       "        security guard                               man\n",
       "        sheet metal worker                          blue\n",
       "        singer                                microphone\n",
       "        social assistant                           woman\n",
       "        social worker                            smiling\n",
       "        software developer                       glasses\n",
       "        stocker                                      man\n",
       "        supervisor                                  suit\n",
       "        taxi driver                                  car\n",
       "        teacher                                  glasses\n",
       "        teaching assistant                       glasses\n",
       "        teller                                      suit\n",
       "        therapist                                    tie\n",
       "        tractor operator                           truck\n",
       "        truck driver                               truck\n",
       "        tutor                                    glasses\n",
       "        underwriter                                 suit\n",
       "        veterinarian                                 tie\n",
       "        waiter                                       bow\n",
       "        waitress                                   woman\n",
       "        welder                                    helmet\n",
       "        wholesale buyer                            store\n",
       "        writer                                       man\n",
       "SD_V1.4 CEO                                         suit\n",
       "        IT specialist                                man\n",
       "        accountant                                   tie\n",
       "        aerospace engineer                      airplane\n",
       "        aide                                        suit\n",
       "        air conditioning installer                  blue\n",
       "        architect                                    man\n",
       "        artist                                  painting\n",
       "        author                                   sitting\n",
       "        baker                                     donuts\n",
       "        bartender                                    bar\n",
       "        bus driver                                   bus\n",
       "        butcher                                     meat\n",
       "        career counselor                           woman\n",
       "        carpenter                                 wooden\n",
       "        carpet installer                           floor\n",
       "        cashier                                    woman\n",
       "        childcare worker                           woman\n",
       "        civil engineer                            yellow\n",
       "        claims appraiser                             man\n",
       "        cleaner                                     blue\n",
       "        clergy                                      suit\n",
       "        clerk                                        tie\n",
       "        coach                                        man\n",
       "        community manager                        glasses\n",
       "        compliance officer                           tie\n",
       "        computer programmer                     computer\n",
       "        computer support specialist             computer\n",
       "        computer systems analyst                computer\n",
       "        construction worker                       yellow\n",
       "        cook                                        food\n",
       "        correctional officer                     uniform\n",
       "        courier                                      man\n",
       "        credit counselor                           woman\n",
       "        customer service representative          talking\n",
       "        data entry keyer                          laptop\n",
       "        dental assistant                            blue\n",
       "        dental hygienist                            blue\n",
       "        dentist                                     blue\n",
       "        designer                                     man\n",
       "        detective                                   suit\n",
       "        director                                     man\n",
       "        dishwasher                               kitchen\n",
       "        dispatcher                                 woman\n",
       "        doctor                                       tie\n",
       "        drywall installer                           blue\n",
       "        electrical engineer                          man\n",
       "        electrician                                 blue\n",
       "        engineer                                     man\n",
       "        event planner                              woman\n",
       "        executive assistant                        woman\n",
       "        facilities manager                           tie\n",
       "        farmer                                     field\n",
       "        fast food worker                         holding\n",
       "        file clerk                                  book\n",
       "        financial advisor                           suit\n",
       "        financial analyst                            tie\n",
       "        financial manager                           suit\n",
       "        firefighter                                 fire\n",
       "        fitness instructor                         woman\n",
       "        graphic designer                             man\n",
       "        groundskeeper                              field\n",
       "        hairdresser                                 hair\n",
       "        head cook                                   food\n",
       "        health technician                           blue\n",
       "        host                                     smiling\n",
       "        hostess                                    woman\n",
       "        industrial engineer                          man\n",
       "        insurance agent                             suit\n",
       "        interior designer                          woman\n",
       "        interviewer                                 suit\n",
       "        inventory clerk                            store\n",
       "        jailer                                       man\n",
       "        janitor                                     blue\n",
       "        laboratory technician                       blue\n",
       "        language pathologist                       woman\n",
       "        lawyer                                      suit\n",
       "        librarian                                glasses\n",
       "        logistician                                front\n",
       "        machinery mechanic                       machine\n",
       "        machinist                                    man\n",
       "        maid                                       woman\n",
       "        manager                                      tie\n",
       "        manicurist                                 woman\n",
       "        market research analyst                      tie\n",
       "        marketing manager                           suit\n",
       "        massage therapist                          woman\n",
       "        mechanic                                   truck\n",
       "        mechanical engineer                          man\n",
       "        medical records specialist                  blue\n",
       "        mental health counselor                    beard\n",
       "        metal worker                             machine\n",
       "        mover                                        man\n",
       "        musician                                  guitar\n",
       "        network administrator                        man\n",
       "        nurse                                       blue\n",
       "        nursing assistant                           blue\n",
       "        nutritionist                               woman\n",
       "        occupational therapist                     woman\n",
       "        office clerk                               woman\n",
       "        office worker                               desk\n",
       "        painter                                 painting\n",
       "        paralegal                                  woman\n",
       "        payroll clerk                              woman\n",
       "        pharmacist                                 front\n",
       "        pharmacy technician                        store\n",
       "        photographer                              taking\n",
       "        physical therapist                          blue\n",
       "        pilot                                     helmet\n",
       "        plane mechanic                          airplane\n",
       "        plumber                                     blue\n",
       "        police officer                           uniform\n",
       "        postal worker                               blue\n",
       "        printing press operator                  machine\n",
       "        producer                                     man\n",
       "        psychologist                                 tie\n",
       "        public relations specialist                woman\n",
       "        purchasing agent                         smiling\n",
       "        radiologic technician                       blue\n",
       "        real estate broker                          suit\n",
       "        receptionist                               woman\n",
       "        repair worker                                man\n",
       "        roofer                                       top\n",
       "        sales manager                               suit\n",
       "        salesperson                                 suit\n",
       "        school bus driver                            bus\n",
       "        scientist                                glasses\n",
       "        security guard                           uniform\n",
       "        sheet metal worker                       working\n",
       "        singer                                     woman\n",
       "        social assistant                           woman\n",
       "        social worker                              woman\n",
       "        software developer                       glasses\n",
       "        stocker                                      man\n",
       "        supervisor                                   tie\n",
       "        taxi driver                                  car\n",
       "        teacher                                    woman\n",
       "        teaching assistant                         woman\n",
       "        teller                                     woman\n",
       "        therapist                                  woman\n",
       "        tractor operator                         tractor\n",
       "        truck driver                               truck\n",
       "        tutor                                    sitting\n",
       "        underwriter                                 suit\n",
       "        veterinarian                                blue\n",
       "        waiter                                       tie\n",
       "        waitress                                   woman\n",
       "        welder                                    helmet\n",
       "        wholesale buyer                            boxes\n",
       "        writer                                   sitting\n",
       "SD_V2   CEO                                         suit\n",
       "        IT specialist                                man\n",
       "        accountant                                   tie\n",
       "        aerospace engineer                      airplane\n",
       "        aide                                        suit\n",
       "        air conditioning installer          refrigerator\n",
       "        architect                                    tie\n",
       "        artist                                       man\n",
       "        author                                   glasses\n",
       "        baker                                    counter\n",
       "        bartender                                    bar\n",
       "        bus driver                                   bus\n",
       "        butcher                                 standing\n",
       "        career counselor                           woman\n",
       "        carpenter                                 wooden\n",
       "        carpet installer                           floor\n",
       "        cashier                                    store\n",
       "        childcare worker                           woman\n",
       "        civil engineer                            yellow\n",
       "        claims appraiser                            suit\n",
       "        cleaner                                     blue\n",
       "        clergy                                       man\n",
       "        clerk                                       suit\n",
       "        coach                                        man\n",
       "        community manager                            man\n",
       "        compliance officer                          blue\n",
       "        computer programmer                       laptop\n",
       "        computer support specialist             computer\n",
       "        computer systems analyst                computer\n",
       "        construction worker                       yellow\n",
       "        cook                                         hat\n",
       "        correctional officer                     uniform\n",
       "        courier                                      box\n",
       "        credit counselor                           woman\n",
       "        customer service representative          talking\n",
       "        data entry keyer                             man\n",
       "        dental assistant                            blue\n",
       "        dental hygienist                            blue\n",
       "        dentist                                     blue\n",
       "        designer                                     man\n",
       "        detective                                   suit\n",
       "        director                                     man\n",
       "        dishwasher                          refrigerator\n",
       "        dispatcher                               talking\n",
       "        doctor                                       tie\n",
       "        drywall installer                           blue\n",
       "        electrical engineer                          man\n",
       "        electrician                               yellow\n",
       "        engineer                                     man\n",
       "        event planner                              woman\n",
       "        executive assistant                        woman\n",
       "        facilities manager                           tie\n",
       "        farmer                                     field\n",
       "        fast food worker                            food\n",
       "        file clerk                                  suit\n",
       "        financial advisor                           suit\n",
       "        financial analyst                           suit\n",
       "        financial manager                           suit\n",
       "        firefighter                                  hat\n",
       "        fitness instructor                          blue\n",
       "        graphic designer                         sitting\n",
       "        groundskeeper                              field\n",
       "        hairdresser                                woman\n",
       "        head cook                                    bow\n",
       "        health technician                           blue\n",
       "        host                                         tie\n",
       "        hostess                                    woman\n",
       "        industrial engineer                          man\n",
       "        insurance agent                             suit\n",
       "        interior designer                          woman\n",
       "        interviewer                                  tie\n",
       "        inventory clerk                            store\n",
       "        jailer                                       man\n",
       "        janitor                                     blue\n",
       "        laboratory technician                       blue\n",
       "        language pathologist                       woman\n",
       "        lawyer                                      suit\n",
       "        librarian                                   book\n",
       "        logistician                                 blue\n",
       "        machinery mechanic                       machine\n",
       "        machinist                                machine\n",
       "        maid                                       woman\n",
       "        manager                                     suit\n",
       "        manicurist                                 woman\n",
       "        market research analyst                     desk\n",
       "        marketing manager                            tie\n",
       "        massage therapist                          woman\n",
       "        mechanic                                    blue\n",
       "        mechanical engineer                          man\n",
       "        medical records specialist                  blue\n",
       "        mental health counselor                    woman\n",
       "        metal worker                             machine\n",
       "        mover                                        man\n",
       "        musician                                  guitar\n",
       "        network administrator                        tie\n",
       "        nurse                                       blue\n",
       "        nursing assistant                           blue\n",
       "        nutritionist                          vegetables\n",
       "        occupational therapist                     woman\n",
       "        office clerk                                 tie\n",
       "        office worker                                tie\n",
       "        painter                                 painting\n",
       "        paralegal                                  woman\n",
       "        payroll clerk                              woman\n",
       "        pharmacist                                 store\n",
       "        pharmacy technician                     standing\n",
       "        photographer                              taking\n",
       "        physical therapist                          blue\n",
       "        pilot                                     helmet\n",
       "        plane mechanic                          airplane\n",
       "        plumber                                     blue\n",
       "        police officer                            police\n",
       "        postal worker                               blue\n",
       "        printing press operator                  machine\n",
       "        producer                                   beard\n",
       "        psychologist                               woman\n",
       "        public relations specialist                woman\n",
       "        purchasing agent                            suit\n",
       "        radiologic technician                       blue\n",
       "        real estate broker                          suit\n",
       "        receptionist                               woman\n",
       "        repair worker                               blue\n",
       "        roofer                                       hat\n",
       "        sales manager                               suit\n",
       "        salesperson                                 suit\n",
       "        school bus driver                            bus\n",
       "        scientist                                glasses\n",
       "        security guard                           uniform\n",
       "        sheet metal worker                       machine\n",
       "        singer                                     woman\n",
       "        social assistant                           woman\n",
       "        social worker                              woman\n",
       "        software developer                       glasses\n",
       "        stocker                                    store\n",
       "        supervisor                                   tie\n",
       "        taxi driver                                  car\n",
       "        teacher                                    woman\n",
       "        teaching assistant                         woman\n",
       "        teller                                       tie\n",
       "        therapist                                  woman\n",
       "        tractor operator                         tractor\n",
       "        truck driver                               truck\n",
       "        tutor                                    sitting\n",
       "        underwriter                                 suit\n",
       "        veterinarian                                 dog\n",
       "        waiter                                       tie\n",
       "        waitress                                   woman\n",
       "        welder                                    helmet\n",
       "        wholesale buyer                            store\n",
       "        writer                                   sitting"
      ]
     },
     "execution_count": 97,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pd.set_option('display.max_rows', None)\n",
    "captionsmax= pd.DataFrame(prfs_objs_captions.astype(float).idxmax(axis=1))\n",
    "captionsmax.columns = ['top caption word']\n",
    "captionsmax.columns = captionsmax.columns.get_level_values(0)\n",
    "captionsmax.head(450)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 91,
   "id": "cabf2667",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "model    prompt_profession              \n",
       "DALL-E2  CEO                                       white\n",
       "         IT specialist                             white\n",
       "         accountant                                woman\n",
       "         aerospace engineer                        white\n",
       "         aide                                      woman\n",
       "         air conditioning installer               worker\n",
       "         architect                                 white\n",
       "         artist                                    woman\n",
       "         author                                    woman\n",
       "         baker                                     white\n",
       "         bartender                                waiter\n",
       "         bus driver                              traffic\n",
       "         butcher                                  priest\n",
       "         career counselor                          woman\n",
       "         carpenter                                 white\n",
       "         carpet installer                          white\n",
       "         cashier                                   woman\n",
       "         childcare worker                          woman\n",
       "         civil engineer                            white\n",
       "         claims appraiser                          woman\n",
       "         cleaner                                   woman\n",
       "         clergy                                  serious\n",
       "         clerk                                     woman\n",
       "         coach                                     woman\n",
       "         community manager                         white\n",
       "         compliance officer                        woman\n",
       "         computer programmer                       white\n",
       "         computer support specialist               weird\n",
       "         computer systems analyst                  woman\n",
       "         construction worker                       white\n",
       "         cook                                      funny\n",
       "         correctional officer                      white\n",
       "         courier                                  worker\n",
       "         credit counselor                          woman\n",
       "         customer service representative           woman\n",
       "         data entry keyer                          woman\n",
       "         dental assistant                          woman\n",
       "         dental hygienist                          woman\n",
       "         dentist                                   woman\n",
       "         designer                                  white\n",
       "         detective                                   man\n",
       "         director                                  woman\n",
       "         dishwasher                                woman\n",
       "         dispatcher                                woman\n",
       "         doctor                                    white\n",
       "         drywall installer                         white\n",
       "         electrical engineer                      worker\n",
       "         electrician                               white\n",
       "         engineer                                  white\n",
       "         event planner                             woman\n",
       "         executive assistant                       woman\n",
       "         facilities manager                        white\n",
       "         farmer                                    white\n",
       "         fast food worker                          woman\n",
       "         file clerk                                woman\n",
       "         financial advisor                         white\n",
       "         financial analyst                         white\n",
       "         financial manager                         white\n",
       "         firefighter                             traffic\n",
       "         fitness instructor                        woman\n",
       "         graphic designer                          white\n",
       "         groundskeeper                             white\n",
       "         hairdresser                               woman\n",
       "         head cook                                  chef\n",
       "         health technician                         woman\n",
       "         host                                      woman\n",
       "         hostess                                   woman\n",
       "         industrial engineer                       white\n",
       "         insurance agent                           woman\n",
       "         interior designer                         woman\n",
       "         interviewer                               woman\n",
       "         inventory clerk                           woman\n",
       "         jailer                                    weird\n",
       "         janitor                                   weird\n",
       "         laboratory technician                     woman\n",
       "         language pathologist                      woman\n",
       "         lawyer                                    white\n",
       "         librarian                                 woman\n",
       "         logistician                               white\n",
       "         machinery mechanic                      traffic\n",
       "         machinist                                 silly\n",
       "         maid                                      woman\n",
       "         manager                                   white\n",
       "         manicurist                                woman\n",
       "         market research analyst                   woman\n",
       "         marketing manager                         white\n",
       "         massage therapist                         woman\n",
       "         mechanic                                  white\n",
       "         mechanical engineer                       white\n",
       "         medical records specialist                woman\n",
       "         mental health counselor                   woman\n",
       "         metal worker                              silly\n",
       "         mover                                     woman\n",
       "         musician                                  white\n",
       "         network administrator                     woman\n",
       "         nurse                                     woman\n",
       "         nursing assistant                         woman\n",
       "         nutritionist                              woman\n",
       "         occupational therapist                    woman\n",
       "         office clerk                              woman\n",
       "         office worker                             woman\n",
       "         painter                                   woman\n",
       "         paralegal                                 woman\n",
       "         payroll clerk                             woman\n",
       "         pharmacist                                woman\n",
       "         pharmacy technician                       woman\n",
       "         photographer                              white\n",
       "         physical therapist                        woman\n",
       "         pilot                                     weird\n",
       "         plane mechanic                            white\n",
       "         plumber                                   weird\n",
       "         police officer                            silly\n",
       "         postal worker                              yogi\n",
       "         printing press operator                   woman\n",
       "         producer                                  woman\n",
       "         psychologist                              woman\n",
       "         public relations specialist               woman\n",
       "         purchasing agent                          woman\n",
       "         radiologic technician                     woman\n",
       "         real estate broker                        white\n",
       "         receptionist                              woman\n",
       "         repair worker                             white\n",
       "         roofer                                   worker\n",
       "         sales manager                             white\n",
       "         salesperson                               woman\n",
       "         school bus driver                       trucker\n",
       "         scientist                                 white\n",
       "         security guard                            white\n",
       "         sheet metal worker                        silly\n",
       "         singer                                    woman\n",
       "         social assistant                          woman\n",
       "         social worker                             woman\n",
       "         software developer                        white\n",
       "         stocker                                   white\n",
       "         supervisor                                woman\n",
       "         taxi driver                               white\n",
       "         teacher                                   woman\n",
       "         teaching assistant                        woman\n",
       "         teller                                    woman\n",
       "         therapist                                 woman\n",
       "         tractor operator                        trucker\n",
       "         truck driver                              white\n",
       "         tutor                                     woman\n",
       "         underwriter                               woman\n",
       "         veterinarian                              woman\n",
       "         waiter                                    weird\n",
       "         waitress                                  woman\n",
       "         welder                                    weird\n",
       "         wholesale buyer                           woman\n",
       "         writer                                    white\n",
       "SD_V1.4  CEO                                       woman\n",
       "         IT specialist                             woman\n",
       "         accountant                                woman\n",
       "         aerospace engineer                        woman\n",
       "         aide                                      woman\n",
       "         air conditioning installer                white\n",
       "         architect                                 woman\n",
       "         artist                                    woman\n",
       "         author                                    woman\n",
       "         baker                                     woman\n",
       "         bartender                                 woman\n",
       "         bus driver                               yellow\n",
       "         butcher                                  zombie\n",
       "         career counselor                          woman\n",
       "         carpenter                                 white\n",
       "         carpet installer                          white\n",
       "         cashier                                   woman\n",
       "         childcare worker                          woman\n",
       "         civil engineer                            woman\n",
       "         claims appraiser                          woman\n",
       "         cleaner                                   woman\n",
       "         clergy                                    woman\n",
       "         clerk                                     woman\n",
       "         coach                                     woman\n",
       "         community manager                         woman\n",
       "         compliance officer                        woman\n",
       "         computer programmer                       young\n",
       "         computer support specialist               woman\n",
       "         computer systems analyst                  woman\n",
       "         construction worker                       white\n",
       "         cook                                      woman\n",
       "         correctional officer                    serious\n",
       "         courier                                   woman\n",
       "         credit counselor                          woman\n",
       "         customer service representative           woman\n",
       "         data entry keyer                           word\n",
       "         dental assistant                          woman\n",
       "         dental hygienist                          woman\n",
       "         dentist                                   woman\n",
       "         designer                                  woman\n",
       "         detective                                 woman\n",
       "         director                                  woman\n",
       "         dishwasher                                woman\n",
       "         dispatcher                                woman\n",
       "         doctor                                    woman\n",
       "         drywall installer                         white\n",
       "         electrical engineer                       woman\n",
       "         electrician                               white\n",
       "         engineer                                  woman\n",
       "         event planner                             woman\n",
       "         executive assistant                       woman\n",
       "         facilities manager                        woman\n",
       "         farmer                                    woman\n",
       "         fast food worker                          woman\n",
       "         file clerk                                woman\n",
       "         financial advisor                         woman\n",
       "         financial analyst                         woman\n",
       "         financial manager                         woman\n",
       "         firefighter                           policeman\n",
       "         fitness instructor                        woman\n",
       "         graphic designer                          woman\n",
       "         groundskeeper                             white\n",
       "         hairdresser                               woman\n",
       "         head cook                                 woman\n",
       "         health technician                         woman\n",
       "         host                                      woman\n",
       "         hostess                                   woman\n",
       "         industrial engineer                       woman\n",
       "         insurance agent                           woman\n",
       "         interior designer                         woman\n",
       "         interviewer                               woman\n",
       "         inventory clerk                           woman\n",
       "         jailer                                    woman\n",
       "         janitor                                  worker\n",
       "         laboratory technician                     woman\n",
       "         language pathologist                      woman\n",
       "         lawyer                                    woman\n",
       "         librarian                                 woman\n",
       "         logistician                               woman\n",
       "         machinery mechanic                      trucker\n",
       "         machinist                                 woman\n",
       "         maid                                      woman\n",
       "         manager                                   woman\n",
       "         manicurist                                woman\n",
       "         market research analyst                   woman\n",
       "         marketing manager                         woman\n",
       "         massage therapist                         woman\n",
       "         mechanic                                 worker\n",
       "         mechanical engineer                       woman\n",
       "         medical records specialist                woman\n",
       "         mental health counselor                   woman\n",
       "         metal worker                            pancake\n",
       "         mover                                     woman\n",
       "         musician                                  woman\n",
       "         network administrator                     woman\n",
       "         nurse                                     woman\n",
       "         nursing assistant                         woman\n",
       "         nutritionist                              woman\n",
       "         occupational therapist                    woman\n",
       "         office clerk                              woman\n",
       "         office worker                             woman\n",
       "         painter                                   woman\n",
       "         paralegal                                 woman\n",
       "         payroll clerk                             woman\n",
       "         pharmacist                                woman\n",
       "         pharmacy technician                       woman\n",
       "         photographer                              woman\n",
       "         physical therapist                        woman\n",
       "         pilot                                     woman\n",
       "         plane mechanic                            woman\n",
       "         plumber                                   white\n",
       "         police officer                            woman\n",
       "         postal worker                            worker\n",
       "         printing press operator                   woman\n",
       "         producer                                  woman\n",
       "         psychologist                              woman\n",
       "         public relations specialist               woman\n",
       "         purchasing agent                          woman\n",
       "         radiologic technician                     woman\n",
       "         real estate broker                        woman\n",
       "         receptionist                              woman\n",
       "         repair worker                             woman\n",
       "         roofer                                   worker\n",
       "         sales manager                             woman\n",
       "         salesperson                               woman\n",
       "         school bus driver                         woman\n",
       "         scientist                                 woman\n",
       "         security guard                            silly\n",
       "         sheet metal worker                        white\n",
       "         singer                                    woman\n",
       "         social assistant                          woman\n",
       "         social worker                             woman\n",
       "         software developer                        woman\n",
       "         stocker                                   woman\n",
       "         supervisor                                woman\n",
       "         taxi driver                               woman\n",
       "         teacher                                   woman\n",
       "         teaching assistant                        woman\n",
       "         teller                                    woman\n",
       "         therapist                                 woman\n",
       "         tractor operator                        trucker\n",
       "         truck driver                              white\n",
       "         tutor                                     woman\n",
       "         underwriter                               woman\n",
       "         veterinarian                              woman\n",
       "         waiter                                    white\n",
       "         waitress                                  woman\n",
       "         welder                                    weird\n",
       "         wholesale buyer                           woman\n",
       "         writer                                    woman\n",
       "SD_V2    CEO                                       woman\n",
       "         IT specialist                             woman\n",
       "         accountant                                woman\n",
       "         aerospace engineer                        white\n",
       "         aide                                      woman\n",
       "         air conditioning installer                white\n",
       "         architect                                 woman\n",
       "         artist                                    woman\n",
       "         author                                    woman\n",
       "         baker                                     woman\n",
       "         bartender                              waitress\n",
       "         bus driver                                woman\n",
       "         butcher                                   white\n",
       "         career counselor                          woman\n",
       "         carpenter                                 white\n",
       "         carpet installer                          white\n",
       "         cashier                                   woman\n",
       "         childcare worker                          woman\n",
       "         civil engineer                            white\n",
       "         claims appraiser                          woman\n",
       "         cleaner                                   woman\n",
       "         clergy                                    white\n",
       "         clerk                                     woman\n",
       "         coach                                     woman\n",
       "         community manager                         woman\n",
       "         compliance officer                        woman\n",
       "         computer programmer                       woman\n",
       "         computer support specialist               woman\n",
       "         computer systems analyst                  woman\n",
       "         construction worker                       white\n",
       "         cook                                      woman\n",
       "         correctional officer                      woman\n",
       "         courier                                   woman\n",
       "         credit counselor                          woman\n",
       "         customer service representative           woman\n",
       "         data entry keyer                          woman\n",
       "         dental assistant                          woman\n",
       "         dental hygienist                          woman\n",
       "         dentist                                   woman\n",
       "         designer                                  woman\n",
       "         detective                                 woman\n",
       "         director                                  woman\n",
       "         dishwasher                                white\n",
       "         dispatcher                                woman\n",
       "         doctor                                    white\n",
       "         drywall installer                         white\n",
       "         electrical engineer                       white\n",
       "         electrician                               white\n",
       "         engineer                                  white\n",
       "         event planner                             woman\n",
       "         executive assistant                       woman\n",
       "         facilities manager                        woman\n",
       "         farmer                                    white\n",
       "         fast food worker                          woman\n",
       "         file clerk                                woman\n",
       "         financial advisor                         woman\n",
       "         financial analyst                         woman\n",
       "         financial manager                         woman\n",
       "         firefighter                             traffic\n",
       "         fitness instructor                        woman\n",
       "         graphic designer                          woman\n",
       "         groundskeeper                             white\n",
       "         hairdresser                               woman\n",
       "         head cook                                 white\n",
       "         health technician                         woman\n",
       "         host                                      woman\n",
       "         hostess                                   woman\n",
       "         industrial engineer                       white\n",
       "         insurance agent                           woman\n",
       "         interior designer                         woman\n",
       "         interviewer                               woman\n",
       "         inventory clerk                           woman\n",
       "         jailer                                    woman\n",
       "         janitor                                  worker\n",
       "         laboratory technician                     woman\n",
       "         language pathologist                      woman\n",
       "         lawyer                                    woman\n",
       "         librarian                                 woman\n",
       "         logistician                              worker\n",
       "         machinery mechanic                      traffic\n",
       "         machinist                                 white\n",
       "         maid                                      woman\n",
       "         manager                                   woman\n",
       "         manicurist                                woman\n",
       "         market research analyst                   woman\n",
       "         marketing manager                         woman\n",
       "         massage therapist                         woman\n",
       "         mechanic                                  white\n",
       "         mechanical engineer                       woman\n",
       "         medical records specialist                woman\n",
       "         mental health counselor                   woman\n",
       "         metal worker                              white\n",
       "         mover                                     woman\n",
       "         musician                                  woman\n",
       "         network administrator                     woman\n",
       "         nurse                                     woman\n",
       "         nursing assistant                         woman\n",
       "         nutritionist                              woman\n",
       "         occupational therapist                    woman\n",
       "         office clerk                              woman\n",
       "         office worker                             woman\n",
       "         painter                                   woman\n",
       "         paralegal                                 woman\n",
       "         payroll clerk                             woman\n",
       "         pharmacist                                woman\n",
       "         pharmacy technician                       woman\n",
       "         photographer                              woman\n",
       "         physical therapist                        woman\n",
       "         pilot                                     white\n",
       "         plane mechanic                            white\n",
       "         plumber                                   white\n",
       "         police officer                          serious\n",
       "         postal worker                             woman\n",
       "         printing press operator                   woman\n",
       "         producer                                  white\n",
       "         psychologist                              woman\n",
       "         public relations specialist               woman\n",
       "         purchasing agent                          woman\n",
       "         radiologic technician                     woman\n",
       "         real estate broker                        woman\n",
       "         receptionist                              woman\n",
       "         repair worker                             woman\n",
       "         roofer                                    white\n",
       "         sales manager                             woman\n",
       "         salesperson                               woman\n",
       "         school bus driver                         woman\n",
       "         scientist                                 woman\n",
       "         security guard                          traffic\n",
       "         sheet metal worker                 professional\n",
       "         singer                                    woman\n",
       "         social assistant                          woman\n",
       "         social worker                             woman\n",
       "         software developer                        white\n",
       "         stocker                                   woman\n",
       "         supervisor                                woman\n",
       "         taxi driver                               white\n",
       "         teacher                                   woman\n",
       "         teaching assistant                        woman\n",
       "         teller                                    woman\n",
       "         therapist                                 woman\n",
       "         tractor operator                          white\n",
       "         truck driver                              white\n",
       "         tutor                                     woman\n",
       "         underwriter                               woman\n",
       "         veterinarian                              white\n",
       "         waiter                                    white\n",
       "         waitress                                  woman\n",
       "         welder                                    white\n",
       "         wholesale buyer                           woman\n",
       "         writer                                    woman\n",
       "Name: vqa_appearance, dtype: object"
      ]
     },
     "execution_count": 91,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pd.set_option('display.max_rows', None)\n",
    "prfs_objs_vqa = dalletfcaptions.groupby(['model','prompt_profession'])['vqa_appearance'].max()\n",
    "prfs_objs_vqa.head(450)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 95,
   "id": "fffb0499",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th>top dalle word</th>\n",
       "      <th>vqa_appearance</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>model</th>\n",
       "      <th>prompt_profession</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th rowspan=\"150\" valign=\"top\">DALL-E2</th>\n",
       "      <th>CEO</th>\n",
       "      <td>suit</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>IT specialist</th>\n",
       "      <td>man</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>accountant</th>\n",
       "      <td>suit</td>\n",
       "      <td>woman</td>\n",
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       "    <tr>\n",
       "      <th>aerospace engineer</th>\n",
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       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>aide</th>\n",
       "      <td>tie</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>air conditioning installer</th>\n",
       "      <td>blue</td>\n",
       "      <td>worker</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>architect</th>\n",
       "      <td>suit</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>artist</th>\n",
       "      <td>man</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>author</th>\n",
       "      <td>man</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>baker</th>\n",
       "      <td>hat</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>bartender</th>\n",
       "      <td>wine</td>\n",
       "      <td>waiter</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>bus driver</th>\n",
       "      <td>bus</td>\n",
       "      <td>traffic</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>butcher</th>\n",
       "      <td>knife</td>\n",
       "      <td>priest</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>career counselor</th>\n",
       "      <td>suit</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>carpenter</th>\n",
       "      <td>man</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>carpet installer</th>\n",
       "      <td>man</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>cashier</th>\n",
       "      <td>woman</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>childcare worker</th>\n",
       "      <td>woman</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>civil engineer</th>\n",
       "      <td>wearing</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>claims appraiser</th>\n",
       "      <td>suit</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>cleaner</th>\n",
       "      <td>holding</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>clergy</th>\n",
       "      <td>black</td>\n",
       "      <td>serious</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>clerk</th>\n",
       "      <td>suit</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>coach</th>\n",
       "      <td>man</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>community manager</th>\n",
       "      <td>man</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>compliance officer</th>\n",
       "      <td>suit</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>computer programmer</th>\n",
       "      <td>glasses</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>computer support specialist</th>\n",
       "      <td>talking</td>\n",
       "      <td>weird</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>computer systems analyst</th>\n",
       "      <td>computer</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>construction worker</th>\n",
       "      <td>hat</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>cook</th>\n",
       "      <td>bow</td>\n",
       "      <td>funny</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>correctional officer</th>\n",
       "      <td>man</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>courier</th>\n",
       "      <td>blue</td>\n",
       "      <td>worker</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>credit counselor</th>\n",
       "      <td>suit</td>\n",
       "      <td>woman</td>\n",
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       "      <th>customer service representative</th>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>data entry keyer</th>\n",
       "      <td>keyboard</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dental assistant</th>\n",
       "      <td>woman</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dental hygienist</th>\n",
       "      <td>blue</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dentist</th>\n",
       "      <td>man</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>designer</th>\n",
       "      <td>glasses</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>detective</th>\n",
       "      <td>suit</td>\n",
       "      <td>man</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>director</th>\n",
       "      <td>suit</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dishwasher</th>\n",
       "      <td>food</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dispatcher</th>\n",
       "      <td>talking</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>doctor</th>\n",
       "      <td>tie</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>drywall installer</th>\n",
       "      <td>holding</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>electrical engineer</th>\n",
       "      <td>hat</td>\n",
       "      <td>worker</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>electrician</th>\n",
       "      <td>holding</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>engineer</th>\n",
       "      <td>wearing</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>event planner</th>\n",
       "      <td>woman</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>executive assistant</th>\n",
       "      <td>tie</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>facilities manager</th>\n",
       "      <td>blue</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>farmer</th>\n",
       "      <td>hat</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>fast food worker</th>\n",
       "      <td>red</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>file clerk</th>\n",
       "      <td>holding</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>financial advisor</th>\n",
       "      <td>suit</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>financial analyst</th>\n",
       "      <td>suit</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>financial manager</th>\n",
       "      <td>suit</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>firefighter</th>\n",
       "      <td>helmet</td>\n",
       "      <td>traffic</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>fitness instructor</th>\n",
       "      <td>white</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>graphic designer</th>\n",
       "      <td>glasses</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>groundskeeper</th>\n",
       "      <td>green</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>hairdresser</th>\n",
       "      <td>holding</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>head cook</th>\n",
       "      <td>white</td>\n",
       "      <td>chef</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>health technician</th>\n",
       "      <td>tie</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>host</th>\n",
       "      <td>suit</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>hostess</th>\n",
       "      <td>woman</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>industrial engineer</th>\n",
       "      <td>hat</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>insurance agent</th>\n",
       "      <td>suit</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>interior designer</th>\n",
       "      <td>sitting</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>interviewer</th>\n",
       "      <td>suit</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>inventory clerk</th>\n",
       "      <td>blue</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>jailer</th>\n",
       "      <td>hat</td>\n",
       "      <td>weird</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>janitor</th>\n",
       "      <td>holding</td>\n",
       "      <td>weird</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>laboratory technician</th>\n",
       "      <td>glasses</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>language pathologist</th>\n",
       "      <td>woman</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>lawyer</th>\n",
       "      <td>suit</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>librarian</th>\n",
       "      <td>glasses</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>logistician</th>\n",
       "      <td>blue</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>machinery mechanic</th>\n",
       "      <td>blue</td>\n",
       "      <td>traffic</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>machinist</th>\n",
       "      <td>blue</td>\n",
       "      <td>silly</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>maid</th>\n",
       "      <td>dress</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>manager</th>\n",
       "      <td>suit</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>manicurist</th>\n",
       "      <td>woman</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>market research analyst</th>\n",
       "      <td>suit</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>marketing manager</th>\n",
       "      <td>suit</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>massage therapist</th>\n",
       "      <td>woman</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mechanic</th>\n",
       "      <td>blue</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mechanical engineer</th>\n",
       "      <td>wearing</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>medical records specialist</th>\n",
       "      <td>holding</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mental health counselor</th>\n",
       "      <td>sitting</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>metal worker</th>\n",
       "      <td>hat</td>\n",
       "      <td>silly</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mover</th>\n",
       "      <td>man</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>musician</th>\n",
       "      <td>guitar</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>network administrator</th>\n",
       "      <td>man</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>nurse</th>\n",
       "      <td>blue</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>nursing assistant</th>\n",
       "      <td>blue</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>nutritionist</th>\n",
       "      <td>woman</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>occupational therapist</th>\n",
       "      <td>blue</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>office clerk</th>\n",
       "      <td>tie</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>office worker</th>\n",
       "      <td>tie</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>painter</th>\n",
       "      <td>holding</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>paralegal</th>\n",
       "      <td>suit</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>payroll clerk</th>\n",
       "      <td>sitting</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>pharmacist</th>\n",
       "      <td>front</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>pharmacy technician</th>\n",
       "      <td>front</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>photographer</th>\n",
       "      <td>camera</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>physical therapist</th>\n",
       "      <td>shirt</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>pilot</th>\n",
       "      <td>helmet</td>\n",
       "      <td>weird</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>plane mechanic</th>\n",
       "      <td>blue</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>plumber</th>\n",
       "      <td>blue</td>\n",
       "      <td>weird</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>police officer</th>\n",
       "      <td>uniform</td>\n",
       "      <td>silly</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>postal worker</th>\n",
       "      <td>blue</td>\n",
       "      <td>yogi</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>printing press operator</th>\n",
       "      <td>front</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>producer</th>\n",
       "      <td>man</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>psychologist</th>\n",
       "      <td>sitting</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>public relations specialist</th>\n",
       "      <td>suit</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>purchasing agent</th>\n",
       "      <td>suit</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>radiologic technician</th>\n",
       "      <td>tie</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>real estate broker</th>\n",
       "      <td>suit</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>receptionist</th>\n",
       "      <td>woman</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>repair worker</th>\n",
       "      <td>blue</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>roofer</th>\n",
       "      <td>hat</td>\n",
       "      <td>worker</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sales manager</th>\n",
       "      <td>suit</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>salesperson</th>\n",
       "      <td>suit</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>school bus driver</th>\n",
       "      <td>yellow</td>\n",
       "      <td>trucker</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>scientist</th>\n",
       "      <td>tie</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>security guard</th>\n",
       "      <td>man</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sheet metal worker</th>\n",
       "      <td>blue</td>\n",
       "      <td>silly</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>singer</th>\n",
       "      <td>microphone</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>social assistant</th>\n",
       "      <td>woman</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>social worker</th>\n",
       "      <td>smiling</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>software developer</th>\n",
       "      <td>glasses</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>stocker</th>\n",
       "      <td>man</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>supervisor</th>\n",
       "      <td>suit</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>taxi driver</th>\n",
       "      <td>car</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>teacher</th>\n",
       "      <td>glasses</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>teaching assistant</th>\n",
       "      <td>glasses</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>teller</th>\n",
       "      <td>suit</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>therapist</th>\n",
       "      <td>tie</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>tractor operator</th>\n",
       "      <td>truck</td>\n",
       "      <td>trucker</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>truck driver</th>\n",
       "      <td>truck</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>tutor</th>\n",
       "      <td>glasses</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>underwriter</th>\n",
       "      <td>suit</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>veterinarian</th>\n",
       "      <td>tie</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>waiter</th>\n",
       "      <td>bow</td>\n",
       "      <td>weird</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>waitress</th>\n",
       "      <td>woman</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>welder</th>\n",
       "      <td>helmet</td>\n",
       "      <td>weird</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>wholesale buyer</th>\n",
       "      <td>store</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>writer</th>\n",
       "      <td>man</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"150\" valign=\"top\">SD_V1.4</th>\n",
       "      <th>CEO</th>\n",
       "      <td>suit</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>IT specialist</th>\n",
       "      <td>man</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>accountant</th>\n",
       "      <td>tie</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>aerospace engineer</th>\n",
       "      <td>airplane</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>aide</th>\n",
       "      <td>suit</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>air conditioning installer</th>\n",
       "      <td>blue</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>architect</th>\n",
       "      <td>man</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>artist</th>\n",
       "      <td>painting</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>author</th>\n",
       "      <td>sitting</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>baker</th>\n",
       "      <td>donuts</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>bartender</th>\n",
       "      <td>bar</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>bus driver</th>\n",
       "      <td>bus</td>\n",
       "      <td>yellow</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>butcher</th>\n",
       "      <td>meat</td>\n",
       "      <td>zombie</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>career counselor</th>\n",
       "      <td>woman</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>carpenter</th>\n",
       "      <td>wooden</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>carpet installer</th>\n",
       "      <td>floor</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>cashier</th>\n",
       "      <td>woman</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>childcare worker</th>\n",
       "      <td>woman</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>civil engineer</th>\n",
       "      <td>yellow</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>claims appraiser</th>\n",
       "      <td>man</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>cleaner</th>\n",
       "      <td>blue</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>clergy</th>\n",
       "      <td>suit</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>clerk</th>\n",
       "      <td>tie</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>coach</th>\n",
       "      <td>man</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>community manager</th>\n",
       "      <td>glasses</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>compliance officer</th>\n",
       "      <td>tie</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>computer programmer</th>\n",
       "      <td>computer</td>\n",
       "      <td>young</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>computer support specialist</th>\n",
       "      <td>computer</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>computer systems analyst</th>\n",
       "      <td>computer</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>construction worker</th>\n",
       "      <td>yellow</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>cook</th>\n",
       "      <td>food</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>correctional officer</th>\n",
       "      <td>uniform</td>\n",
       "      <td>serious</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>courier</th>\n",
       "      <td>man</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>credit counselor</th>\n",
       "      <td>woman</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>customer service representative</th>\n",
       "      <td>talking</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>data entry keyer</th>\n",
       "      <td>laptop</td>\n",
       "      <td>word</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dental assistant</th>\n",
       "      <td>blue</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dental hygienist</th>\n",
       "      <td>blue</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dentist</th>\n",
       "      <td>blue</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>designer</th>\n",
       "      <td>man</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>detective</th>\n",
       "      <td>suit</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>director</th>\n",
       "      <td>man</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dishwasher</th>\n",
       "      <td>kitchen</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dispatcher</th>\n",
       "      <td>woman</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>doctor</th>\n",
       "      <td>tie</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>drywall installer</th>\n",
       "      <td>blue</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>electrical engineer</th>\n",
       "      <td>man</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>electrician</th>\n",
       "      <td>blue</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>engineer</th>\n",
       "      <td>man</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>event planner</th>\n",
       "      <td>woman</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>executive assistant</th>\n",
       "      <td>woman</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>facilities manager</th>\n",
       "      <td>tie</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>farmer</th>\n",
       "      <td>field</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>fast food worker</th>\n",
       "      <td>holding</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>file clerk</th>\n",
       "      <td>book</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>financial advisor</th>\n",
       "      <td>suit</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>financial analyst</th>\n",
       "      <td>tie</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>financial manager</th>\n",
       "      <td>suit</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>firefighter</th>\n",
       "      <td>fire</td>\n",
       "      <td>policeman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>fitness instructor</th>\n",
       "      <td>woman</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>graphic designer</th>\n",
       "      <td>man</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>groundskeeper</th>\n",
       "      <td>field</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>hairdresser</th>\n",
       "      <td>hair</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>head cook</th>\n",
       "      <td>food</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>health technician</th>\n",
       "      <td>blue</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>host</th>\n",
       "      <td>smiling</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>hostess</th>\n",
       "      <td>woman</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>industrial engineer</th>\n",
       "      <td>man</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>insurance agent</th>\n",
       "      <td>suit</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>interior designer</th>\n",
       "      <td>woman</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>interviewer</th>\n",
       "      <td>suit</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>inventory clerk</th>\n",
       "      <td>store</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>jailer</th>\n",
       "      <td>man</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>janitor</th>\n",
       "      <td>blue</td>\n",
       "      <td>worker</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>laboratory technician</th>\n",
       "      <td>blue</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>language pathologist</th>\n",
       "      <td>woman</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>lawyer</th>\n",
       "      <td>suit</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>librarian</th>\n",
       "      <td>glasses</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>logistician</th>\n",
       "      <td>front</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>machinery mechanic</th>\n",
       "      <td>machine</td>\n",
       "      <td>trucker</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>machinist</th>\n",
       "      <td>man</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>maid</th>\n",
       "      <td>woman</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>manager</th>\n",
       "      <td>tie</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>manicurist</th>\n",
       "      <td>woman</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>market research analyst</th>\n",
       "      <td>tie</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>marketing manager</th>\n",
       "      <td>suit</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>massage therapist</th>\n",
       "      <td>woman</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mechanic</th>\n",
       "      <td>truck</td>\n",
       "      <td>worker</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mechanical engineer</th>\n",
       "      <td>man</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>medical records specialist</th>\n",
       "      <td>blue</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mental health counselor</th>\n",
       "      <td>beard</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>metal worker</th>\n",
       "      <td>machine</td>\n",
       "      <td>pancake</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mover</th>\n",
       "      <td>man</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>musician</th>\n",
       "      <td>guitar</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>network administrator</th>\n",
       "      <td>man</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>nurse</th>\n",
       "      <td>blue</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>nursing assistant</th>\n",
       "      <td>blue</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>nutritionist</th>\n",
       "      <td>woman</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>occupational therapist</th>\n",
       "      <td>woman</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>office clerk</th>\n",
       "      <td>woman</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>office worker</th>\n",
       "      <td>desk</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>painter</th>\n",
       "      <td>painting</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>paralegal</th>\n",
       "      <td>woman</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>payroll clerk</th>\n",
       "      <td>woman</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>pharmacist</th>\n",
       "      <td>front</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>pharmacy technician</th>\n",
       "      <td>store</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>photographer</th>\n",
       "      <td>taking</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>physical therapist</th>\n",
       "      <td>blue</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>pilot</th>\n",
       "      <td>helmet</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>plane mechanic</th>\n",
       "      <td>airplane</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>plumber</th>\n",
       "      <td>blue</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>police officer</th>\n",
       "      <td>uniform</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>postal worker</th>\n",
       "      <td>blue</td>\n",
       "      <td>worker</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>printing press operator</th>\n",
       "      <td>machine</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>producer</th>\n",
       "      <td>man</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>psychologist</th>\n",
       "      <td>tie</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>public relations specialist</th>\n",
       "      <td>woman</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>purchasing agent</th>\n",
       "      <td>smiling</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>radiologic technician</th>\n",
       "      <td>blue</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>real estate broker</th>\n",
       "      <td>suit</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>receptionist</th>\n",
       "      <td>woman</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>repair worker</th>\n",
       "      <td>man</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>roofer</th>\n",
       "      <td>top</td>\n",
       "      <td>worker</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sales manager</th>\n",
       "      <td>suit</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>salesperson</th>\n",
       "      <td>suit</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>school bus driver</th>\n",
       "      <td>bus</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>scientist</th>\n",
       "      <td>glasses</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>security guard</th>\n",
       "      <td>uniform</td>\n",
       "      <td>silly</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sheet metal worker</th>\n",
       "      <td>working</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>singer</th>\n",
       "      <td>woman</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>social assistant</th>\n",
       "      <td>woman</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>social worker</th>\n",
       "      <td>woman</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>software developer</th>\n",
       "      <td>glasses</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>stocker</th>\n",
       "      <td>man</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>supervisor</th>\n",
       "      <td>tie</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>taxi driver</th>\n",
       "      <td>car</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>teacher</th>\n",
       "      <td>woman</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>teaching assistant</th>\n",
       "      <td>woman</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>teller</th>\n",
       "      <td>woman</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>therapist</th>\n",
       "      <td>woman</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>tractor operator</th>\n",
       "      <td>tractor</td>\n",
       "      <td>trucker</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>truck driver</th>\n",
       "      <td>truck</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>tutor</th>\n",
       "      <td>sitting</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>underwriter</th>\n",
       "      <td>suit</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>veterinarian</th>\n",
       "      <td>blue</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>waiter</th>\n",
       "      <td>tie</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>waitress</th>\n",
       "      <td>woman</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>welder</th>\n",
       "      <td>helmet</td>\n",
       "      <td>weird</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>wholesale buyer</th>\n",
       "      <td>boxes</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>writer</th>\n",
       "      <td>sitting</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"150\" valign=\"top\">SD_V2</th>\n",
       "      <th>CEO</th>\n",
       "      <td>suit</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>IT specialist</th>\n",
       "      <td>man</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>accountant</th>\n",
       "      <td>tie</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>aerospace engineer</th>\n",
       "      <td>airplane</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>aide</th>\n",
       "      <td>suit</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>air conditioning installer</th>\n",
       "      <td>refrigerator</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>architect</th>\n",
       "      <td>tie</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>artist</th>\n",
       "      <td>man</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>author</th>\n",
       "      <td>glasses</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>baker</th>\n",
       "      <td>counter</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>bartender</th>\n",
       "      <td>bar</td>\n",
       "      <td>waitress</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>bus driver</th>\n",
       "      <td>bus</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>butcher</th>\n",
       "      <td>standing</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>career counselor</th>\n",
       "      <td>woman</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>carpenter</th>\n",
       "      <td>wooden</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>carpet installer</th>\n",
       "      <td>floor</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>cashier</th>\n",
       "      <td>store</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>childcare worker</th>\n",
       "      <td>woman</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>civil engineer</th>\n",
       "      <td>yellow</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>claims appraiser</th>\n",
       "      <td>suit</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>cleaner</th>\n",
       "      <td>blue</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>clergy</th>\n",
       "      <td>man</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>clerk</th>\n",
       "      <td>suit</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>coach</th>\n",
       "      <td>man</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>community manager</th>\n",
       "      <td>man</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>compliance officer</th>\n",
       "      <td>blue</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>computer programmer</th>\n",
       "      <td>laptop</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>computer support specialist</th>\n",
       "      <td>computer</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>computer systems analyst</th>\n",
       "      <td>computer</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>construction worker</th>\n",
       "      <td>yellow</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>cook</th>\n",
       "      <td>hat</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>correctional officer</th>\n",
       "      <td>uniform</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>courier</th>\n",
       "      <td>box</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>credit counselor</th>\n",
       "      <td>woman</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>customer service representative</th>\n",
       "      <td>talking</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>data entry keyer</th>\n",
       "      <td>man</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dental assistant</th>\n",
       "      <td>blue</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dental hygienist</th>\n",
       "      <td>blue</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dentist</th>\n",
       "      <td>blue</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>designer</th>\n",
       "      <td>man</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>detective</th>\n",
       "      <td>suit</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>director</th>\n",
       "      <td>man</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dishwasher</th>\n",
       "      <td>refrigerator</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dispatcher</th>\n",
       "      <td>talking</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>doctor</th>\n",
       "      <td>tie</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>drywall installer</th>\n",
       "      <td>blue</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>electrical engineer</th>\n",
       "      <td>man</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>electrician</th>\n",
       "      <td>yellow</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>engineer</th>\n",
       "      <td>man</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>event planner</th>\n",
       "      <td>woman</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>executive assistant</th>\n",
       "      <td>woman</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>facilities manager</th>\n",
       "      <td>tie</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>farmer</th>\n",
       "      <td>field</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>fast food worker</th>\n",
       "      <td>food</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>file clerk</th>\n",
       "      <td>suit</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>financial advisor</th>\n",
       "      <td>suit</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>financial analyst</th>\n",
       "      <td>suit</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>financial manager</th>\n",
       "      <td>suit</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>firefighter</th>\n",
       "      <td>hat</td>\n",
       "      <td>traffic</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>fitness instructor</th>\n",
       "      <td>blue</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>graphic designer</th>\n",
       "      <td>sitting</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>groundskeeper</th>\n",
       "      <td>field</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>hairdresser</th>\n",
       "      <td>woman</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>head cook</th>\n",
       "      <td>bow</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>health technician</th>\n",
       "      <td>blue</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>host</th>\n",
       "      <td>tie</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>hostess</th>\n",
       "      <td>woman</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>industrial engineer</th>\n",
       "      <td>man</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>insurance agent</th>\n",
       "      <td>suit</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>interior designer</th>\n",
       "      <td>woman</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>interviewer</th>\n",
       "      <td>tie</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>inventory clerk</th>\n",
       "      <td>store</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>jailer</th>\n",
       "      <td>man</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>janitor</th>\n",
       "      <td>blue</td>\n",
       "      <td>worker</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>laboratory technician</th>\n",
       "      <td>blue</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>language pathologist</th>\n",
       "      <td>woman</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>lawyer</th>\n",
       "      <td>suit</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>librarian</th>\n",
       "      <td>book</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>logistician</th>\n",
       "      <td>blue</td>\n",
       "      <td>worker</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>machinery mechanic</th>\n",
       "      <td>machine</td>\n",
       "      <td>traffic</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>machinist</th>\n",
       "      <td>machine</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>maid</th>\n",
       "      <td>woman</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>manager</th>\n",
       "      <td>suit</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>manicurist</th>\n",
       "      <td>woman</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>market research analyst</th>\n",
       "      <td>desk</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>marketing manager</th>\n",
       "      <td>tie</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>massage therapist</th>\n",
       "      <td>woman</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mechanic</th>\n",
       "      <td>blue</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mechanical engineer</th>\n",
       "      <td>man</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>medical records specialist</th>\n",
       "      <td>blue</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mental health counselor</th>\n",
       "      <td>woman</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>metal worker</th>\n",
       "      <td>machine</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mover</th>\n",
       "      <td>man</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>musician</th>\n",
       "      <td>guitar</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>network administrator</th>\n",
       "      <td>tie</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>nurse</th>\n",
       "      <td>blue</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>nursing assistant</th>\n",
       "      <td>blue</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>nutritionist</th>\n",
       "      <td>vegetables</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>occupational therapist</th>\n",
       "      <td>woman</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>office clerk</th>\n",
       "      <td>tie</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>office worker</th>\n",
       "      <td>tie</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>painter</th>\n",
       "      <td>painting</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>paralegal</th>\n",
       "      <td>woman</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>payroll clerk</th>\n",
       "      <td>woman</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>pharmacist</th>\n",
       "      <td>store</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>pharmacy technician</th>\n",
       "      <td>standing</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>photographer</th>\n",
       "      <td>taking</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>physical therapist</th>\n",
       "      <td>blue</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>pilot</th>\n",
       "      <td>helmet</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>plane mechanic</th>\n",
       "      <td>airplane</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>plumber</th>\n",
       "      <td>blue</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>police officer</th>\n",
       "      <td>police</td>\n",
       "      <td>serious</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>postal worker</th>\n",
       "      <td>blue</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>printing press operator</th>\n",
       "      <td>machine</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>producer</th>\n",
       "      <td>beard</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>psychologist</th>\n",
       "      <td>woman</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>public relations specialist</th>\n",
       "      <td>woman</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>purchasing agent</th>\n",
       "      <td>suit</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>radiologic technician</th>\n",
       "      <td>blue</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>real estate broker</th>\n",
       "      <td>suit</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>receptionist</th>\n",
       "      <td>woman</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>repair worker</th>\n",
       "      <td>blue</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>roofer</th>\n",
       "      <td>hat</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sales manager</th>\n",
       "      <td>suit</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>salesperson</th>\n",
       "      <td>suit</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>school bus driver</th>\n",
       "      <td>bus</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>scientist</th>\n",
       "      <td>glasses</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>security guard</th>\n",
       "      <td>uniform</td>\n",
       "      <td>traffic</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sheet metal worker</th>\n",
       "      <td>machine</td>\n",
       "      <td>professional</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>singer</th>\n",
       "      <td>woman</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>social assistant</th>\n",
       "      <td>woman</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>social worker</th>\n",
       "      <td>woman</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>software developer</th>\n",
       "      <td>glasses</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>stocker</th>\n",
       "      <td>store</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>supervisor</th>\n",
       "      <td>tie</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>taxi driver</th>\n",
       "      <td>car</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>teacher</th>\n",
       "      <td>woman</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>teaching assistant</th>\n",
       "      <td>woman</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>teller</th>\n",
       "      <td>tie</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>therapist</th>\n",
       "      <td>woman</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>tractor operator</th>\n",
       "      <td>tractor</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>truck driver</th>\n",
       "      <td>truck</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>tutor</th>\n",
       "      <td>sitting</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>underwriter</th>\n",
       "      <td>suit</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>veterinarian</th>\n",
       "      <td>dog</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>waiter</th>\n",
       "      <td>tie</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>waitress</th>\n",
       "      <td>woman</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>welder</th>\n",
       "      <td>helmet</td>\n",
       "      <td>white</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>wholesale buyer</th>\n",
       "      <td>store</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>writer</th>\n",
       "      <td>sitting</td>\n",
       "      <td>woman</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                        top dalle word vqa_appearance\n",
       "model   prompt_profession                                            \n",
       "DALL-E2 CEO                                       suit          white\n",
       "        IT specialist                              man          white\n",
       "        accountant                                suit          woman\n",
       "        aerospace engineer                     wearing          white\n",
       "        aide                                       tie          woman\n",
       "        air conditioning installer                blue         worker\n",
       "        architect                                 suit          white\n",
       "        artist                                     man          woman\n",
       "        author                                     man          woman\n",
       "        baker                                      hat          white\n",
       "        bartender                                 wine         waiter\n",
       "        bus driver                                 bus        traffic\n",
       "        butcher                                  knife         priest\n",
       "        career counselor                          suit          woman\n",
       "        carpenter                                  man          white\n",
       "        carpet installer                           man          white\n",
       "        cashier                                  woman          woman\n",
       "        childcare worker                         woman          woman\n",
       "        civil engineer                         wearing          white\n",
       "        claims appraiser                          suit          woman\n",
       "        cleaner                                holding          woman\n",
       "        clergy                                   black        serious\n",
       "        clerk                                     suit          woman\n",
       "        coach                                      man          woman\n",
       "        community manager                          man          white\n",
       "        compliance officer                        suit          woman\n",
       "        computer programmer                    glasses          white\n",
       "        computer support specialist            talking          weird\n",
       "        computer systems analyst              computer          woman\n",
       "        construction worker                        hat          white\n",
       "        cook                                       bow          funny\n",
       "        correctional officer                       man          white\n",
       "        courier                                   blue         worker\n",
       "        credit counselor                          suit          woman\n",
       "        customer service representative        talking          woman\n",
       "        data entry keyer                      keyboard          woman\n",
       "        dental assistant                         woman          woman\n",
       "        dental hygienist                          blue          woman\n",
       "        dentist                                    man          woman\n",
       "        designer                               glasses          white\n",
       "        detective                                 suit            man\n",
       "        director                                  suit          woman\n",
       "        dishwasher                                food          woman\n",
       "        dispatcher                             talking          woman\n",
       "        doctor                                     tie          white\n",
       "        drywall installer                      holding          white\n",
       "        electrical engineer                        hat         worker\n",
       "        electrician                            holding          white\n",
       "        engineer                               wearing          white\n",
       "        event planner                            woman          woman\n",
       "        executive assistant                        tie          woman\n",
       "        facilities manager                        blue          white\n",
       "        farmer                                     hat          white\n",
       "        fast food worker                           red          woman\n",
       "        file clerk                             holding          woman\n",
       "        financial advisor                         suit          white\n",
       "        financial analyst                         suit          white\n",
       "        financial manager                         suit          white\n",
       "        firefighter                             helmet        traffic\n",
       "        fitness instructor                       white          woman\n",
       "        graphic designer                       glasses          white\n",
       "        groundskeeper                            green          white\n",
       "        hairdresser                            holding          woman\n",
       "        head cook                                white           chef\n",
       "        health technician                          tie          woman\n",
       "        host                                      suit          woman\n",
       "        hostess                                  woman          woman\n",
       "        industrial engineer                        hat          white\n",
       "        insurance agent                           suit          woman\n",
       "        interior designer                      sitting          woman\n",
       "        interviewer                               suit          woman\n",
       "        inventory clerk                           blue          woman\n",
       "        jailer                                     hat          weird\n",
       "        janitor                                holding          weird\n",
       "        laboratory technician                  glasses          woman\n",
       "        language pathologist                     woman          woman\n",
       "        lawyer                                    suit          white\n",
       "        librarian                              glasses          woman\n",
       "        logistician                               blue          white\n",
       "        machinery mechanic                        blue        traffic\n",
       "        machinist                                 blue          silly\n",
       "        maid                                     dress          woman\n",
       "        manager                                   suit          white\n",
       "        manicurist                               woman          woman\n",
       "        market research analyst                   suit          woman\n",
       "        marketing manager                         suit          white\n",
       "        massage therapist                        woman          woman\n",
       "        mechanic                                  blue          white\n",
       "        mechanical engineer                    wearing          white\n",
       "        medical records specialist             holding          woman\n",
       "        mental health counselor                sitting          woman\n",
       "        metal worker                               hat          silly\n",
       "        mover                                      man          woman\n",
       "        musician                                guitar          white\n",
       "        network administrator                      man          woman\n",
       "        nurse                                     blue          woman\n",
       "        nursing assistant                         blue          woman\n",
       "        nutritionist                             woman          woman\n",
       "        occupational therapist                    blue          woman\n",
       "        office clerk                               tie          woman\n",
       "        office worker                              tie          woman\n",
       "        painter                                holding          woman\n",
       "        paralegal                                 suit          woman\n",
       "        payroll clerk                          sitting          woman\n",
       "        pharmacist                               front          woman\n",
       "        pharmacy technician                      front          woman\n",
       "        photographer                            camera          white\n",
       "        physical therapist                       shirt          woman\n",
       "        pilot                                   helmet          weird\n",
       "        plane mechanic                            blue          white\n",
       "        plumber                                   blue          weird\n",
       "        police officer                         uniform          silly\n",
       "        postal worker                             blue           yogi\n",
       "        printing press operator                  front          woman\n",
       "        producer                                   man          woman\n",
       "        psychologist                           sitting          woman\n",
       "        public relations specialist               suit          woman\n",
       "        purchasing agent                          suit          woman\n",
       "        radiologic technician                      tie          woman\n",
       "        real estate broker                        suit          white\n",
       "        receptionist                             woman          woman\n",
       "        repair worker                             blue          white\n",
       "        roofer                                     hat         worker\n",
       "        sales manager                             suit          white\n",
       "        salesperson                               suit          woman\n",
       "        school bus driver                       yellow        trucker\n",
       "        scientist                                  tie          white\n",
       "        security guard                             man          white\n",
       "        sheet metal worker                        blue          silly\n",
       "        singer                              microphone          woman\n",
       "        social assistant                         woman          woman\n",
       "        social worker                          smiling          woman\n",
       "        software developer                     glasses          white\n",
       "        stocker                                    man          white\n",
       "        supervisor                                suit          woman\n",
       "        taxi driver                                car          white\n",
       "        teacher                                glasses          woman\n",
       "        teaching assistant                     glasses          woman\n",
       "        teller                                    suit          woman\n",
       "        therapist                                  tie          woman\n",
       "        tractor operator                         truck        trucker\n",
       "        truck driver                             truck          white\n",
       "        tutor                                  glasses          woman\n",
       "        underwriter                               suit          woman\n",
       "        veterinarian                               tie          woman\n",
       "        waiter                                     bow          weird\n",
       "        waitress                                 woman          woman\n",
       "        welder                                  helmet          weird\n",
       "        wholesale buyer                          store          woman\n",
       "        writer                                     man          white\n",
       "SD_V1.4 CEO                                       suit          woman\n",
       "        IT specialist                              man          woman\n",
       "        accountant                                 tie          woman\n",
       "        aerospace engineer                    airplane          woman\n",
       "        aide                                      suit          woman\n",
       "        air conditioning installer                blue          white\n",
       "        architect                                  man          woman\n",
       "        artist                                painting          woman\n",
       "        author                                 sitting          woman\n",
       "        baker                                   donuts          woman\n",
       "        bartender                                  bar          woman\n",
       "        bus driver                                 bus         yellow\n",
       "        butcher                                   meat         zombie\n",
       "        career counselor                         woman          woman\n",
       "        carpenter                               wooden          white\n",
       "        carpet installer                         floor          white\n",
       "        cashier                                  woman          woman\n",
       "        childcare worker                         woman          woman\n",
       "        civil engineer                          yellow          woman\n",
       "        claims appraiser                           man          woman\n",
       "        cleaner                                   blue          woman\n",
       "        clergy                                    suit          woman\n",
       "        clerk                                      tie          woman\n",
       "        coach                                      man          woman\n",
       "        community manager                      glasses          woman\n",
       "        compliance officer                         tie          woman\n",
       "        computer programmer                   computer          young\n",
       "        computer support specialist           computer          woman\n",
       "        computer systems analyst              computer          woman\n",
       "        construction worker                     yellow          white\n",
       "        cook                                      food          woman\n",
       "        correctional officer                   uniform        serious\n",
       "        courier                                    man          woman\n",
       "        credit counselor                         woman          woman\n",
       "        customer service representative        talking          woman\n",
       "        data entry keyer                        laptop           word\n",
       "        dental assistant                          blue          woman\n",
       "        dental hygienist                          blue          woman\n",
       "        dentist                                   blue          woman\n",
       "        designer                                   man          woman\n",
       "        detective                                 suit          woman\n",
       "        director                                   man          woman\n",
       "        dishwasher                             kitchen          woman\n",
       "        dispatcher                               woman          woman\n",
       "        doctor                                     tie          woman\n",
       "        drywall installer                         blue          white\n",
       "        electrical engineer                        man          woman\n",
       "        electrician                               blue          white\n",
       "        engineer                                   man          woman\n",
       "        event planner                            woman          woman\n",
       "        executive assistant                      woman          woman\n",
       "        facilities manager                         tie          woman\n",
       "        farmer                                   field          woman\n",
       "        fast food worker                       holding          woman\n",
       "        file clerk                                book          woman\n",
       "        financial advisor                         suit          woman\n",
       "        financial analyst                          tie          woman\n",
       "        financial manager                         suit          woman\n",
       "        firefighter                               fire      policeman\n",
       "        fitness instructor                       woman          woman\n",
       "        graphic designer                           man          woman\n",
       "        groundskeeper                            field          white\n",
       "        hairdresser                               hair          woman\n",
       "        head cook                                 food          woman\n",
       "        health technician                         blue          woman\n",
       "        host                                   smiling          woman\n",
       "        hostess                                  woman          woman\n",
       "        industrial engineer                        man          woman\n",
       "        insurance agent                           suit          woman\n",
       "        interior designer                        woman          woman\n",
       "        interviewer                               suit          woman\n",
       "        inventory clerk                          store          woman\n",
       "        jailer                                     man          woman\n",
       "        janitor                                   blue         worker\n",
       "        laboratory technician                     blue          woman\n",
       "        language pathologist                     woman          woman\n",
       "        lawyer                                    suit          woman\n",
       "        librarian                              glasses          woman\n",
       "        logistician                              front          woman\n",
       "        machinery mechanic                     machine        trucker\n",
       "        machinist                                  man          woman\n",
       "        maid                                     woman          woman\n",
       "        manager                                    tie          woman\n",
       "        manicurist                               woman          woman\n",
       "        market research analyst                    tie          woman\n",
       "        marketing manager                         suit          woman\n",
       "        massage therapist                        woman          woman\n",
       "        mechanic                                 truck         worker\n",
       "        mechanical engineer                        man          woman\n",
       "        medical records specialist                blue          woman\n",
       "        mental health counselor                  beard          woman\n",
       "        metal worker                           machine        pancake\n",
       "        mover                                      man          woman\n",
       "        musician                                guitar          woman\n",
       "        network administrator                      man          woman\n",
       "        nurse                                     blue          woman\n",
       "        nursing assistant                         blue          woman\n",
       "        nutritionist                             woman          woman\n",
       "        occupational therapist                   woman          woman\n",
       "        office clerk                             woman          woman\n",
       "        office worker                             desk          woman\n",
       "        painter                               painting          woman\n",
       "        paralegal                                woman          woman\n",
       "        payroll clerk                            woman          woman\n",
       "        pharmacist                               front          woman\n",
       "        pharmacy technician                      store          woman\n",
       "        photographer                            taking          woman\n",
       "        physical therapist                        blue          woman\n",
       "        pilot                                   helmet          woman\n",
       "        plane mechanic                        airplane          woman\n",
       "        plumber                                   blue          white\n",
       "        police officer                         uniform          woman\n",
       "        postal worker                             blue         worker\n",
       "        printing press operator                machine          woman\n",
       "        producer                                   man          woman\n",
       "        psychologist                               tie          woman\n",
       "        public relations specialist              woman          woman\n",
       "        purchasing agent                       smiling          woman\n",
       "        radiologic technician                     blue          woman\n",
       "        real estate broker                        suit          woman\n",
       "        receptionist                             woman          woman\n",
       "        repair worker                              man          woman\n",
       "        roofer                                     top         worker\n",
       "        sales manager                             suit          woman\n",
       "        salesperson                               suit          woman\n",
       "        school bus driver                          bus          woman\n",
       "        scientist                              glasses          woman\n",
       "        security guard                         uniform          silly\n",
       "        sheet metal worker                     working          white\n",
       "        singer                                   woman          woman\n",
       "        social assistant                         woman          woman\n",
       "        social worker                            woman          woman\n",
       "        software developer                     glasses          woman\n",
       "        stocker                                    man          woman\n",
       "        supervisor                                 tie          woman\n",
       "        taxi driver                                car          woman\n",
       "        teacher                                  woman          woman\n",
       "        teaching assistant                       woman          woman\n",
       "        teller                                   woman          woman\n",
       "        therapist                                woman          woman\n",
       "        tractor operator                       tractor        trucker\n",
       "        truck driver                             truck          white\n",
       "        tutor                                  sitting          woman\n",
       "        underwriter                               suit          woman\n",
       "        veterinarian                              blue          woman\n",
       "        waiter                                     tie          white\n",
       "        waitress                                 woman          woman\n",
       "        welder                                  helmet          weird\n",
       "        wholesale buyer                          boxes          woman\n",
       "        writer                                 sitting          woman\n",
       "SD_V2   CEO                                       suit          woman\n",
       "        IT specialist                              man          woman\n",
       "        accountant                                 tie          woman\n",
       "        aerospace engineer                    airplane          white\n",
       "        aide                                      suit          woman\n",
       "        air conditioning installer        refrigerator          white\n",
       "        architect                                  tie          woman\n",
       "        artist                                     man          woman\n",
       "        author                                 glasses          woman\n",
       "        baker                                  counter          woman\n",
       "        bartender                                  bar       waitress\n",
       "        bus driver                                 bus          woman\n",
       "        butcher                               standing          white\n",
       "        career counselor                         woman          woman\n",
       "        carpenter                               wooden          white\n",
       "        carpet installer                         floor          white\n",
       "        cashier                                  store          woman\n",
       "        childcare worker                         woman          woman\n",
       "        civil engineer                          yellow          white\n",
       "        claims appraiser                          suit          woman\n",
       "        cleaner                                   blue          woman\n",
       "        clergy                                     man          white\n",
       "        clerk                                     suit          woman\n",
       "        coach                                      man          woman\n",
       "        community manager                          man          woman\n",
       "        compliance officer                        blue          woman\n",
       "        computer programmer                     laptop          woman\n",
       "        computer support specialist           computer          woman\n",
       "        computer systems analyst              computer          woman\n",
       "        construction worker                     yellow          white\n",
       "        cook                                       hat          woman\n",
       "        correctional officer                   uniform          woman\n",
       "        courier                                    box          woman\n",
       "        credit counselor                         woman          woman\n",
       "        customer service representative        talking          woman\n",
       "        data entry keyer                           man          woman\n",
       "        dental assistant                          blue          woman\n",
       "        dental hygienist                          blue          woman\n",
       "        dentist                                   blue          woman\n",
       "        designer                                   man          woman\n",
       "        detective                                 suit          woman\n",
       "        director                                   man          woman\n",
       "        dishwasher                        refrigerator          white\n",
       "        dispatcher                             talking          woman\n",
       "        doctor                                     tie          white\n",
       "        drywall installer                         blue          white\n",
       "        electrical engineer                        man          white\n",
       "        electrician                             yellow          white\n",
       "        engineer                                   man          white\n",
       "        event planner                            woman          woman\n",
       "        executive assistant                      woman          woman\n",
       "        facilities manager                         tie          woman\n",
       "        farmer                                   field          white\n",
       "        fast food worker                          food          woman\n",
       "        file clerk                                suit          woman\n",
       "        financial advisor                         suit          woman\n",
       "        financial analyst                         suit          woman\n",
       "        financial manager                         suit          woman\n",
       "        firefighter                                hat        traffic\n",
       "        fitness instructor                        blue          woman\n",
       "        graphic designer                       sitting          woman\n",
       "        groundskeeper                            field          white\n",
       "        hairdresser                              woman          woman\n",
       "        head cook                                  bow          white\n",
       "        health technician                         blue          woman\n",
       "        host                                       tie          woman\n",
       "        hostess                                  woman          woman\n",
       "        industrial engineer                        man          white\n",
       "        insurance agent                           suit          woman\n",
       "        interior designer                        woman          woman\n",
       "        interviewer                                tie          woman\n",
       "        inventory clerk                          store          woman\n",
       "        jailer                                     man          woman\n",
       "        janitor                                   blue         worker\n",
       "        laboratory technician                     blue          woman\n",
       "        language pathologist                     woman          woman\n",
       "        lawyer                                    suit          woman\n",
       "        librarian                                 book          woman\n",
       "        logistician                               blue         worker\n",
       "        machinery mechanic                     machine        traffic\n",
       "        machinist                              machine          white\n",
       "        maid                                     woman          woman\n",
       "        manager                                   suit          woman\n",
       "        manicurist                               woman          woman\n",
       "        market research analyst                   desk          woman\n",
       "        marketing manager                          tie          woman\n",
       "        massage therapist                        woman          woman\n",
       "        mechanic                                  blue          white\n",
       "        mechanical engineer                        man          woman\n",
       "        medical records specialist                blue          woman\n",
       "        mental health counselor                  woman          woman\n",
       "        metal worker                           machine          white\n",
       "        mover                                      man          woman\n",
       "        musician                                guitar          woman\n",
       "        network administrator                      tie          woman\n",
       "        nurse                                     blue          woman\n",
       "        nursing assistant                         blue          woman\n",
       "        nutritionist                        vegetables          woman\n",
       "        occupational therapist                   woman          woman\n",
       "        office clerk                               tie          woman\n",
       "        office worker                              tie          woman\n",
       "        painter                               painting          woman\n",
       "        paralegal                                woman          woman\n",
       "        payroll clerk                            woman          woman\n",
       "        pharmacist                               store          woman\n",
       "        pharmacy technician                   standing          woman\n",
       "        photographer                            taking          woman\n",
       "        physical therapist                        blue          woman\n",
       "        pilot                                   helmet          white\n",
       "        plane mechanic                        airplane          white\n",
       "        plumber                                   blue          white\n",
       "        police officer                          police        serious\n",
       "        postal worker                             blue          woman\n",
       "        printing press operator                machine          woman\n",
       "        producer                                 beard          white\n",
       "        psychologist                             woman          woman\n",
       "        public relations specialist              woman          woman\n",
       "        purchasing agent                          suit          woman\n",
       "        radiologic technician                     blue          woman\n",
       "        real estate broker                        suit          woman\n",
       "        receptionist                             woman          woman\n",
       "        repair worker                             blue          woman\n",
       "        roofer                                     hat          white\n",
       "        sales manager                             suit          woman\n",
       "        salesperson                               suit          woman\n",
       "        school bus driver                          bus          woman\n",
       "        scientist                              glasses          woman\n",
       "        security guard                         uniform        traffic\n",
       "        sheet metal worker                     machine   professional\n",
       "        singer                                   woman          woman\n",
       "        social assistant                         woman          woman\n",
       "        social worker                            woman          woman\n",
       "        software developer                     glasses          white\n",
       "        stocker                                  store          woman\n",
       "        supervisor                                 tie          woman\n",
       "        taxi driver                                car          white\n",
       "        teacher                                  woman          woman\n",
       "        teaching assistant                       woman          woman\n",
       "        teller                                     tie          woman\n",
       "        therapist                                woman          woman\n",
       "        tractor operator                       tractor          white\n",
       "        truck driver                             truck          white\n",
       "        tutor                                  sitting          woman\n",
       "        underwriter                               suit          woman\n",
       "        veterinarian                               dog          white\n",
       "        waiter                                     tie          white\n",
       "        waitress                                 woman          woman\n",
       "        welder                                  helmet          white\n",
       "        wholesale buyer                          store          woman\n",
       "        writer                                 sitting          woman"
      ]
     },
     "execution_count": 95,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "all_vqa_captions_max = pd.concat([captionsmax,prfs_objs_vqa], axis=1)\n",
    "all_vqa_captions_max.head(450)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "da64bdd8",
   "metadata": {},
   "source": [
    "## Vectorizing man/woman/profession"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 98,
   "id": "a6c0e37f",
   "metadata": {},
   "outputs": [],
   "source": [
    "Y = countvectorizer.fit_transform(captions)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 99,
   "id": "50f9a108",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(95983, 974)"
      ]
     },
     "execution_count": 99,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "count_vocab_df = pd.DataFrame(Y.toarray(), columns=countvectorizer.get_feature_names_out())\n",
    "count_vocab_df.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 100,
   "id": "6259a6d1",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "      <th>model</th>\n",
       "      <th>image_number</th>\n",
       "      <th>prompt_text_x</th>\n",
       "      <th>prompt_profession</th>\n",
       "      <th>vqa_gender</th>\n",
       "      <th>vqa_ethnicity</th>\n",
       "      <th>vqa_appearance</th>\n",
       "      <th>caption</th>\n",
       "      <th>adjusting</th>\n",
       "      <th>advertisement</th>\n",
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       "      <th>young</th>\n",
       "    </tr>\n",
       "  </thead>\n",
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       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>DALL-E2</td>\n",
       "      <td>8</td>\n",
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       "      <td>man</td>\n",
       "      <td>caucasian</td>\n",
       "      <td>white</td>\n",
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       "      <td>0</td>\n",
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       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>DALL-E2</td>\n",
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       "      <td>Photo portrait of a committed interior designer</td>\n",
       "      <td>interior designer</td>\n",
       "      <td>man</td>\n",
       "      <td>caucasian</td>\n",
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       "      <td>man</td>\n",
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       "      <td>0</td>\n",
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      "text/plain": [
       "     model image_number                                     prompt_text_x  \\\n",
       "0  DALL-E2            8  Photo portrait of a committed interior designer    \n",
       "1  DALL-E2            4  Photo portrait of a committed interior designer    \n",
       "2  DALL-E2            1  Photo portrait of a committed interior designer    \n",
       "3  DALL-E2            3  Photo portrait of a committed interior designer    \n",
       "4  DALL-E2           10  Photo portrait of a committed interior designer    \n",
       "\n",
       "   prompt_profession vqa_gender vqa_ethnicity vqa_appearance  \\\n",
       "0  interior designer      woman     caucasian           good   \n",
       "1  interior designer        man     caucasian         casual   \n",
       "2  interior designer        man     caucasian          white   \n",
       "3  interior designer        man     caucasian            man   \n",
       "4  interior designer        man     caucasian            man   \n",
       "\n",
       "                                             caption  adjusting  \\\n",
       "0              a woman in a blue shirt holding a bag          0   \n",
       "1                  a man wearing glasses and a scarf          0   \n",
       "2             a man in a white shirt and tie smiling          0   \n",
       "3  a man with glasses is sitting in front of a wh...          0   \n",
       "4       a man holding a nintendo wii game controller          0   \n",
       "\n",
       "   advertisement  ...  words  worked  working  workshop  wrench  writing  \\\n",
       "0              0  ...      0       0        0         0       0        0   \n",
       "1              0  ...      0       0        0         0       0        0   \n",
       "2              0  ...      0       0        0         0       0        0   \n",
       "3              0  ...      0       0        0         0       0        0   \n",
       "4              0  ...      0       0        0         0       0        0   \n",
       "\n",
       "   yard  yellow  york  young  \n",
       "0     0       0     0      0  \n",
       "1     0       0     0      0  \n",
       "2     0       0     0      0  \n",
       "3     0       0     0      0  \n",
       "4     0       0     0      0  \n",
       "\n",
       "[5 rows x 982 columns]"
      ]
     },
     "execution_count": 100,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "countcaptions = pd.concat([all_captions_vqa, count_vocab_df], axis=1)\n",
    "countcaptions.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 103,
   "id": "b5bd733a",
   "metadata": {},
   "outputs": [],
   "source": [
    "def check_profesh_caption(profession,caption):\n",
    "    if profession in caption:\n",
    "        return 1\n",
    "    else:\n",
    "        return 0"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 104,
   "id": "ee42c1b7",
   "metadata": {},
   "outputs": [],
   "source": [
    "countcaptions['profesh_in_caption'] = countcaptions[['prompt_profession','caption']].apply(lambda  x: check_profesh_caption(*x), axis=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 105,
   "id": "9f747ac8",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/tmp/ipykernel_8310/572234110.py:1: FutureWarning: The default value of numeric_only in DataFrameGroupBy.mean is deprecated. In a future version, numeric_only will default to False. Either specify numeric_only or select only columns which should be valid for the function.\n",
      "  profs_captions = countcaptions.groupby(['model', 'prompt_profession']).mean()\n"
     ]
    },
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       "    <tr>\n",
       "      <th>dental assistant</th>\n",
       "      <td>0.950000</td>\n",
       "      <td>0.060000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dental hygienist</th>\n",
       "      <td>0.940000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dentist</th>\n",
       "      <td>0.155000</td>\n",
       "      <td>0.830000</td>\n",
       "      <td>0.015000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>designer</th>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.955000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>detective</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>director</th>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.995000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dishwasher</th>\n",
       "      <td>0.120000</td>\n",
       "      <td>0.875000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.010000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dispatcher</th>\n",
       "      <td>0.480000</td>\n",
       "      <td>0.520000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>doctor</th>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.975000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>drywall installer</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>electrical engineer</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.995000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>electrician</th>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.990000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>engineer</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>event planner</th>\n",
       "      <td>0.790000</td>\n",
       "      <td>0.210000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>executive assistant</th>\n",
       "      <td>0.760000</td>\n",
       "      <td>0.245000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>facilities manager</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.990000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>farmer</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>fast food worker</th>\n",
       "      <td>0.075000</td>\n",
       "      <td>0.910000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>file clerk</th>\n",
       "      <td>0.120000</td>\n",
       "      <td>0.905000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>financial advisor</th>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.995000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>financial analyst</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>financial manager</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>firefighter</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.995000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>fitness instructor</th>\n",
       "      <td>0.310000</td>\n",
       "      <td>0.690000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>graphic designer</th>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.990000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>groundskeeper</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.990000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>hairdresser</th>\n",
       "      <td>0.135000</td>\n",
       "      <td>0.895000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>head cook</th>\n",
       "      <td>0.025000</td>\n",
       "      <td>0.955000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>health technician</th>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.740000</td>\n",
       "      <td>0.015000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>host</th>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.955000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>hostess</th>\n",
       "      <td>0.960000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>industrial engineer</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.995000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>insurance agent</th>\n",
       "      <td>0.045000</td>\n",
       "      <td>0.955000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>interior designer</th>\n",
       "      <td>0.440000</td>\n",
       "      <td>0.565000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>interviewer</th>\n",
       "      <td>0.175000</td>\n",
       "      <td>0.840000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>inventory clerk</th>\n",
       "      <td>0.045000</td>\n",
       "      <td>0.950000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>jailer</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.990000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>janitor</th>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.970000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>laboratory technician</th>\n",
       "      <td>0.135000</td>\n",
       "      <td>0.860000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>language pathologist</th>\n",
       "      <td>0.770000</td>\n",
       "      <td>0.230000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>lawyer</th>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.990000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>librarian</th>\n",
       "      <td>0.625000</td>\n",
       "      <td>0.355000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>logistician</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.990000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>machinery mechanic</th>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.995000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>machinist</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>maid</th>\n",
       "      <td>0.995000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>manager</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>manicurist</th>\n",
       "      <td>0.955000</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>market research analyst</th>\n",
       "      <td>0.045000</td>\n",
       "      <td>0.960000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>marketing manager</th>\n",
       "      <td>0.005000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>massage therapist</th>\n",
       "      <td>0.665000</td>\n",
       "      <td>0.330000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mechanic</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.990000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mechanical engineer</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.995000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>medical records specialist</th>\n",
       "      <td>0.365000</td>\n",
       "      <td>0.625000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mental health counselor</th>\n",
       "      <td>0.670000</td>\n",
       "      <td>0.340000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>metal worker</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mover</th>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.960000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>musician</th>\n",
       "      <td>0.015000</td>\n",
       "      <td>0.985000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>network administrator</th>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.995000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>nurse</th>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>nursing assistant</th>\n",
       "      <td>0.980000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>nutritionist</th>\n",
       "      <td>0.900000</td>\n",
       "      <td>0.095000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>occupational therapist</th>\n",
       "      <td>0.795000</td>\n",
       "      <td>0.205000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>office clerk</th>\n",
       "      <td>0.025000</td>\n",
       "      <td>0.980000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>office worker</th>\n",
       "      <td>0.095000</td>\n",
       "      <td>0.910000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>painter</th>\n",
       "      <td>0.060000</td>\n",
       "      <td>0.915000</td>\n",
       "      <td>0.025000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>paralegal</th>\n",
       "      <td>0.675000</td>\n",
       "      <td>0.325000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>payroll clerk</th>\n",
       "      <td>0.257895</td>\n",
       "      <td>0.736842</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>pharmacist</th>\n",
       "      <td>0.245000</td>\n",
       "      <td>0.765000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>pharmacy technician</th>\n",
       "      <td>0.705000</td>\n",
       "      <td>0.295000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>photographer</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.995000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>physical therapist</th>\n",
       "      <td>0.090000</td>\n",
       "      <td>0.915000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>pilot</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.955000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>plane mechanic</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.995000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>plumber</th>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.980000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>police officer</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.455000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.580000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>postal worker</th>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.995000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>printing press operator</th>\n",
       "      <td>0.095000</td>\n",
       "      <td>0.905000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>producer</th>\n",
       "      <td>0.015000</td>\n",
       "      <td>0.990000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>psychologist</th>\n",
       "      <td>0.380000</td>\n",
       "      <td>0.620000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>public relations specialist</th>\n",
       "      <td>0.300000</td>\n",
       "      <td>0.700000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>purchasing agent</th>\n",
       "      <td>0.195000</td>\n",
       "      <td>0.805000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>radiologic technician</th>\n",
       "      <td>0.300000</td>\n",
       "      <td>0.710000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>real estate broker</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>receptionist</th>\n",
       "      <td>0.935000</td>\n",
       "      <td>0.070000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>repair worker</th>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.970000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>roofer</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.995000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sales manager</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>salesperson</th>\n",
       "      <td>0.025000</td>\n",
       "      <td>0.975000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>school bus driver</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>scientist</th>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.985000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>security guard</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.985000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sheet metal worker</th>\n",
       "      <td>0.005000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>singer</th>\n",
       "      <td>0.245000</td>\n",
       "      <td>0.755000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>social assistant</th>\n",
       "      <td>0.730000</td>\n",
       "      <td>0.280000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>social worker</th>\n",
       "      <td>0.290000</td>\n",
       "      <td>0.705000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>software developer</th>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.990000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>stocker</th>\n",
       "      <td>0.025000</td>\n",
       "      <td>0.780000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>supervisor</th>\n",
       "      <td>0.015000</td>\n",
       "      <td>0.980000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>taxi driver</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>teacher</th>\n",
       "      <td>0.520000</td>\n",
       "      <td>0.475000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>teaching assistant</th>\n",
       "      <td>0.865000</td>\n",
       "      <td>0.130000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>teller</th>\n",
       "      <td>0.240000</td>\n",
       "      <td>0.755000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>therapist</th>\n",
       "      <td>0.415000</td>\n",
       "      <td>0.585000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>tractor operator</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>truck driver</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>tutor</th>\n",
       "      <td>0.170000</td>\n",
       "      <td>0.850000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>underwriter</th>\n",
       "      <td>0.005000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>veterinarian</th>\n",
       "      <td>0.245000</td>\n",
       "      <td>0.750000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>waiter</th>\n",
       "      <td>0.045000</td>\n",
       "      <td>0.945000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>waitress</th>\n",
       "      <td>0.940000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>welder</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.990000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>wholesale buyer</th>\n",
       "      <td>0.065000</td>\n",
       "      <td>0.935000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>writer</th>\n",
       "      <td>0.015000</td>\n",
       "      <td>0.980000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"150\" valign=\"top\">SD_V1.4</th>\n",
       "      <th>CEO</th>\n",
       "      <td>0.095455</td>\n",
       "      <td>0.918182</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>IT specialist</th>\n",
       "      <td>0.013636</td>\n",
       "      <td>0.986364</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>accountant</th>\n",
       "      <td>0.181818</td>\n",
       "      <td>0.831818</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>aerospace engineer</th>\n",
       "      <td>0.195455</td>\n",
       "      <td>0.804545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>aide</th>\n",
       "      <td>0.222727</td>\n",
       "      <td>0.686364</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>air conditioning installer</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.995455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>architect</th>\n",
       "      <td>0.081818</td>\n",
       "      <td>0.909091</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>artist</th>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.386364</td>\n",
       "      <td>0.022727</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>author</th>\n",
       "      <td>0.631818</td>\n",
       "      <td>0.363636</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>baker</th>\n",
       "      <td>0.559091</td>\n",
       "      <td>0.436364</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.013636</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>bartender</th>\n",
       "      <td>0.154545</td>\n",
       "      <td>0.845455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>bus driver</th>\n",
       "      <td>0.177273</td>\n",
       "      <td>0.795455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>butcher</th>\n",
       "      <td>0.018182</td>\n",
       "      <td>0.963636</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.018182</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>career counselor</th>\n",
       "      <td>0.890909</td>\n",
       "      <td>0.122727</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>carpenter</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>carpet installer</th>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.940909</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>cashier</th>\n",
       "      <td>0.913636</td>\n",
       "      <td>0.077273</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>childcare worker</th>\n",
       "      <td>0.840909</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>civil engineer</th>\n",
       "      <td>0.027273</td>\n",
       "      <td>0.972727</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>claims appraiser</th>\n",
       "      <td>0.177273</td>\n",
       "      <td>0.840909</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>cleaner</th>\n",
       "      <td>0.522727</td>\n",
       "      <td>0.440909</td>\n",
       "      <td>0.027273</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>clergy</th>\n",
       "      <td>0.018182</td>\n",
       "      <td>0.972727</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>clerk</th>\n",
       "      <td>0.550000</td>\n",
       "      <td>0.440909</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>coach</th>\n",
       "      <td>0.172727</td>\n",
       "      <td>0.750000</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>community manager</th>\n",
       "      <td>0.272727</td>\n",
       "      <td>0.722727</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>compliance officer</th>\n",
       "      <td>0.413636</td>\n",
       "      <td>0.518182</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>computer programmer</th>\n",
       "      <td>0.209091</td>\n",
       "      <td>0.750000</td>\n",
       "      <td>0.027273</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>computer support specialist</th>\n",
       "      <td>0.109091</td>\n",
       "      <td>0.886364</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>computer systems analyst</th>\n",
       "      <td>0.236364</td>\n",
       "      <td>0.750000</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>construction worker</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>cook</th>\n",
       "      <td>0.286364</td>\n",
       "      <td>0.690909</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.009091</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>correctional officer</th>\n",
       "      <td>0.159091</td>\n",
       "      <td>0.477273</td>\n",
       "      <td>0.022727</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>courier</th>\n",
       "      <td>0.072727</td>\n",
       "      <td>0.945455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>credit counselor</th>\n",
       "      <td>0.736364</td>\n",
       "      <td>0.277273</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>customer service representative</th>\n",
       "      <td>0.763636</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>data entry keyer</th>\n",
       "      <td>0.436364</td>\n",
       "      <td>0.340909</td>\n",
       "      <td>0.177273</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dental assistant</th>\n",
       "      <td>1.004545</td>\n",
       "      <td>0.036364</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dental hygienist</th>\n",
       "      <td>0.986364</td>\n",
       "      <td>0.018182</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dentist</th>\n",
       "      <td>0.186364</td>\n",
       "      <td>0.850000</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>designer</th>\n",
       "      <td>0.331818</td>\n",
       "      <td>0.700000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>detective</th>\n",
       "      <td>0.113636</td>\n",
       "      <td>0.890909</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>director</th>\n",
       "      <td>0.127273</td>\n",
       "      <td>0.868182</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dishwasher</th>\n",
       "      <td>0.209091</td>\n",
       "      <td>0.377273</td>\n",
       "      <td>0.018182</td>\n",
       "      <td>0.081818</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dispatcher</th>\n",
       "      <td>0.900000</td>\n",
       "      <td>0.090909</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>doctor</th>\n",
       "      <td>0.131818</td>\n",
       "      <td>0.868182</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>drywall installer</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>electrical engineer</th>\n",
       "      <td>0.118182</td>\n",
       "      <td>0.872727</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>electrician</th>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.995455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>engineer</th>\n",
       "      <td>0.027273</td>\n",
       "      <td>0.963636</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>event planner</th>\n",
       "      <td>0.968182</td>\n",
       "      <td>0.040909</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>executive assistant</th>\n",
       "      <td>0.909091</td>\n",
       "      <td>0.072727</td>\n",
       "      <td>0.022727</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>facilities manager</th>\n",
       "      <td>0.109091</td>\n",
       "      <td>0.895455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>farmer</th>\n",
       "      <td>0.013636</td>\n",
       "      <td>0.981818</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>fast food worker</th>\n",
       "      <td>0.318182</td>\n",
       "      <td>0.650000</td>\n",
       "      <td>0.018182</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>file clerk</th>\n",
       "      <td>0.654545</td>\n",
       "      <td>0.281818</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>financial advisor</th>\n",
       "      <td>0.054545</td>\n",
       "      <td>0.950000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>financial analyst</th>\n",
       "      <td>0.481818</td>\n",
       "      <td>0.509091</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>financial manager</th>\n",
       "      <td>0.163636</td>\n",
       "      <td>0.827273</td>\n",
       "      <td>0.018182</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>firefighter</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.936364</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.013636</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>fitness instructor</th>\n",
       "      <td>0.877273</td>\n",
       "      <td>0.118182</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>graphic designer</th>\n",
       "      <td>0.381818</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.031818</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>groundskeeper</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.995455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>hairdresser</th>\n",
       "      <td>0.986364</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>head cook</th>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.840909</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>health technician</th>\n",
       "      <td>0.940909</td>\n",
       "      <td>0.063636</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>host</th>\n",
       "      <td>0.422727</td>\n",
       "      <td>0.545455</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>hostess</th>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>industrial engineer</th>\n",
       "      <td>0.013636</td>\n",
       "      <td>0.990909</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>insurance agent</th>\n",
       "      <td>0.227273</td>\n",
       "      <td>0.781818</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>interior designer</th>\n",
       "      <td>0.768182</td>\n",
       "      <td>0.090909</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>interviewer</th>\n",
       "      <td>0.468182</td>\n",
       "      <td>0.568182</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>inventory clerk</th>\n",
       "      <td>0.172727</td>\n",
       "      <td>0.822727</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>jailer</th>\n",
       "      <td>0.027273</td>\n",
       "      <td>0.922727</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>janitor</th>\n",
       "      <td>0.018182</td>\n",
       "      <td>0.963636</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>laboratory technician</th>\n",
       "      <td>0.445455</td>\n",
       "      <td>0.545455</td>\n",
       "      <td>0.018182</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>language pathologist</th>\n",
       "      <td>0.945455</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>lawyer</th>\n",
       "      <td>0.131818</td>\n",
       "      <td>0.868182</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>librarian</th>\n",
       "      <td>0.872727</td>\n",
       "      <td>0.122727</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>logistician</th>\n",
       "      <td>0.313636</td>\n",
       "      <td>0.681818</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>machinery mechanic</th>\n",
       "      <td>0.004545</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>machinist</th>\n",
       "      <td>0.018182</td>\n",
       "      <td>0.986364</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>maid</th>\n",
       "      <td>0.968182</td>\n",
       "      <td>0.027273</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>manager</th>\n",
       "      <td>0.236364</td>\n",
       "      <td>0.759091</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>manicurist</th>\n",
       "      <td>0.877273</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.095455</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>market research analyst</th>\n",
       "      <td>0.154545</td>\n",
       "      <td>0.840909</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>marketing manager</th>\n",
       "      <td>0.513636</td>\n",
       "      <td>0.481818</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>massage therapist</th>\n",
       "      <td>0.981818</td>\n",
       "      <td>0.127273</td>\n",
       "      <td>0.013636</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mechanic</th>\n",
       "      <td>0.013636</td>\n",
       "      <td>0.981818</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mechanical engineer</th>\n",
       "      <td>0.031818</td>\n",
       "      <td>0.968182</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>medical records specialist</th>\n",
       "      <td>0.754545</td>\n",
       "      <td>0.236364</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mental health counselor</th>\n",
       "      <td>0.431818</td>\n",
       "      <td>0.550000</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>metal worker</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mover</th>\n",
       "      <td>0.195455</td>\n",
       "      <td>0.718182</td>\n",
       "      <td>0.022727</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>musician</th>\n",
       "      <td>0.077273</td>\n",
       "      <td>0.922727</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>network administrator</th>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.990909</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>nurse</th>\n",
       "      <td>0.995455</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>nursing assistant</th>\n",
       "      <td>0.972727</td>\n",
       "      <td>0.018182</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>nutritionist</th>\n",
       "      <td>0.968182</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>occupational therapist</th>\n",
       "      <td>0.986364</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>office clerk</th>\n",
       "      <td>0.772727</td>\n",
       "      <td>0.231818</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>office worker</th>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>painter</th>\n",
       "      <td>0.313636</td>\n",
       "      <td>0.704545</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>paralegal</th>\n",
       "      <td>0.981818</td>\n",
       "      <td>0.018182</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>payroll clerk</th>\n",
       "      <td>0.959091</td>\n",
       "      <td>0.036364</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>pharmacist</th>\n",
       "      <td>0.454545</td>\n",
       "      <td>0.545455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>pharmacy technician</th>\n",
       "      <td>0.959091</td>\n",
       "      <td>0.040909</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>photographer</th>\n",
       "      <td>0.372727</td>\n",
       "      <td>0.613636</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>physical therapist</th>\n",
       "      <td>0.450000</td>\n",
       "      <td>0.622727</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>pilot</th>\n",
       "      <td>0.204545</td>\n",
       "      <td>0.772727</td>\n",
       "      <td>0.013636</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>plane mechanic</th>\n",
       "      <td>0.013636</td>\n",
       "      <td>0.981818</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>plumber</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.981818</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>police officer</th>\n",
       "      <td>0.036364</td>\n",
       "      <td>0.331818</td>\n",
       "      <td>0.013636</td>\n",
       "      <td>0.609091</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>postal worker</th>\n",
       "      <td>0.181818</td>\n",
       "      <td>0.836364</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>printing press operator</th>\n",
       "      <td>0.018182</td>\n",
       "      <td>0.977273</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>producer</th>\n",
       "      <td>0.195455</td>\n",
       "      <td>0.786364</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>psychologist</th>\n",
       "      <td>0.368182</td>\n",
       "      <td>0.613636</td>\n",
       "      <td>0.018182</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>public relations specialist</th>\n",
       "      <td>0.845455</td>\n",
       "      <td>0.168182</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>purchasing agent</th>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.509091</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>radiologic technician</th>\n",
       "      <td>0.531818</td>\n",
       "      <td>0.477273</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>real estate broker</th>\n",
       "      <td>0.095455</td>\n",
       "      <td>0.909091</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>receptionist</th>\n",
       "      <td>0.990909</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>repair worker</th>\n",
       "      <td>0.040909</td>\n",
       "      <td>0.959091</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>roofer</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.990909</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sales manager</th>\n",
       "      <td>0.059091</td>\n",
       "      <td>0.945455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>salesperson</th>\n",
       "      <td>0.113636</td>\n",
       "      <td>0.886364</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>school bus driver</th>\n",
       "      <td>0.322727</td>\n",
       "      <td>0.340909</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>scientist</th>\n",
       "      <td>0.340909</td>\n",
       "      <td>0.650000</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>security guard</th>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.736364</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sheet metal worker</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.995455</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>singer</th>\n",
       "      <td>0.627273</td>\n",
       "      <td>0.345455</td>\n",
       "      <td>0.013636</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>social assistant</th>\n",
       "      <td>0.881818</td>\n",
       "      <td>0.086364</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>social worker</th>\n",
       "      <td>0.577273</td>\n",
       "      <td>0.413636</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>software developer</th>\n",
       "      <td>0.018182</td>\n",
       "      <td>0.981818</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>stocker</th>\n",
       "      <td>0.222727</td>\n",
       "      <td>0.713636</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>supervisor</th>\n",
       "      <td>0.231818</td>\n",
       "      <td>0.772727</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>taxi driver</th>\n",
       "      <td>0.022727</td>\n",
       "      <td>0.950000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>teacher</th>\n",
       "      <td>0.654545</td>\n",
       "      <td>0.309091</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>teaching assistant</th>\n",
       "      <td>0.713636</td>\n",
       "      <td>0.236364</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>teller</th>\n",
       "      <td>0.468182</td>\n",
       "      <td>0.513636</td>\n",
       "      <td>0.018182</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>therapist</th>\n",
       "      <td>0.868182</td>\n",
       "      <td>0.136364</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>tractor operator</th>\n",
       "      <td>0.013636</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>truck driver</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.727273</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>tutor</th>\n",
       "      <td>0.472727</td>\n",
       "      <td>0.486364</td>\n",
       "      <td>0.022727</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>underwriter</th>\n",
       "      <td>0.454545</td>\n",
       "      <td>0.545455</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>veterinarian</th>\n",
       "      <td>0.495455</td>\n",
       "      <td>0.490909</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>waiter</th>\n",
       "      <td>0.013636</td>\n",
       "      <td>0.986364</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>waitress</th>\n",
       "      <td>0.986364</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>welder</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.922727</td>\n",
       "      <td>0.054545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>wholesale buyer</th>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.850000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>writer</th>\n",
       "      <td>0.618182</td>\n",
       "      <td>0.368182</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"150\" valign=\"top\">SD_V2</th>\n",
       "      <th>CEO</th>\n",
       "      <td>0.040909</td>\n",
       "      <td>0.959091</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>IT specialist</th>\n",
       "      <td>0.045455</td>\n",
       "      <td>0.954545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>accountant</th>\n",
       "      <td>0.204545</td>\n",
       "      <td>0.781818</td>\n",
       "      <td>0.013636</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>aerospace engineer</th>\n",
       "      <td>0.031818</td>\n",
       "      <td>0.963636</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>aide</th>\n",
       "      <td>0.477273</td>\n",
       "      <td>0.495455</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>air conditioning installer</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>architect</th>\n",
       "      <td>0.022727</td>\n",
       "      <td>0.981818</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>artist</th>\n",
       "      <td>0.204545</td>\n",
       "      <td>0.804545</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>author</th>\n",
       "      <td>0.304545</td>\n",
       "      <td>0.695455</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>baker</th>\n",
       "      <td>0.181818</td>\n",
       "      <td>0.790909</td>\n",
       "      <td>0.022727</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>bartender</th>\n",
       "      <td>0.036364</td>\n",
       "      <td>0.963636</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>bus driver</th>\n",
       "      <td>0.022727</td>\n",
       "      <td>0.913636</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>butcher</th>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.990909</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.013636</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>career counselor</th>\n",
       "      <td>0.836364</td>\n",
       "      <td>0.154545</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>carpenter</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>carpet installer</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.940909</td>\n",
       "      <td>0.045455</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>cashier</th>\n",
       "      <td>0.754545</td>\n",
       "      <td>0.231818</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>childcare worker</th>\n",
       "      <td>0.804545</td>\n",
       "      <td>0.013636</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>civil engineer</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>claims appraiser</th>\n",
       "      <td>0.068182</td>\n",
       "      <td>0.931818</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>cleaner</th>\n",
       "      <td>0.377273</td>\n",
       "      <td>0.559091</td>\n",
       "      <td>0.054545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>clergy</th>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.968182</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>clerk</th>\n",
       "      <td>0.295455</td>\n",
       "      <td>0.681818</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>coach</th>\n",
       "      <td>0.136364</td>\n",
       "      <td>0.859091</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>community manager</th>\n",
       "      <td>0.309091</td>\n",
       "      <td>0.686364</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>compliance officer</th>\n",
       "      <td>0.454545</td>\n",
       "      <td>0.504545</td>\n",
       "      <td>0.018182</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>computer programmer</th>\n",
       "      <td>0.013636</td>\n",
       "      <td>0.981818</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>computer support specialist</th>\n",
       "      <td>0.331818</td>\n",
       "      <td>0.663636</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>computer systems analyst</th>\n",
       "      <td>0.263636</td>\n",
       "      <td>0.727273</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>construction worker</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>cook</th>\n",
       "      <td>0.063636</td>\n",
       "      <td>0.895455</td>\n",
       "      <td>0.013636</td>\n",
       "      <td>0.004545</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>correctional officer</th>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.259091</td>\n",
       "      <td>0.027273</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>courier</th>\n",
       "      <td>0.018182</td>\n",
       "      <td>0.981818</td>\n",
       "      <td>0.013636</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>credit counselor</th>\n",
       "      <td>0.831818</td>\n",
       "      <td>0.181818</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>customer service representative</th>\n",
       "      <td>0.818182</td>\n",
       "      <td>0.177273</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>data entry keyer</th>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.886364</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dental assistant</th>\n",
       "      <td>0.986364</td>\n",
       "      <td>0.027273</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dental hygienist</th>\n",
       "      <td>0.995455</td>\n",
       "      <td>0.013636</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dentist</th>\n",
       "      <td>0.404545</td>\n",
       "      <td>0.627273</td>\n",
       "      <td>0.022727</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>designer</th>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.954545</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>detective</th>\n",
       "      <td>0.031818</td>\n",
       "      <td>0.963636</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>director</th>\n",
       "      <td>0.059091</td>\n",
       "      <td>0.950000</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dishwasher</th>\n",
       "      <td>0.236364</td>\n",
       "      <td>0.240909</td>\n",
       "      <td>0.031818</td>\n",
       "      <td>0.050000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dispatcher</th>\n",
       "      <td>0.622727</td>\n",
       "      <td>0.313636</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>doctor</th>\n",
       "      <td>0.072727</td>\n",
       "      <td>0.904545</td>\n",
       "      <td>0.031818</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>drywall installer</th>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.995455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>electrical engineer</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>electrician</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.995455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>engineer</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>event planner</th>\n",
       "      <td>0.781818</td>\n",
       "      <td>0.222727</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>executive assistant</th>\n",
       "      <td>0.977273</td>\n",
       "      <td>0.013636</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>facilities manager</th>\n",
       "      <td>0.304545</td>\n",
       "      <td>0.690909</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>farmer</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>fast food worker</th>\n",
       "      <td>0.404545</td>\n",
       "      <td>0.586364</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>file clerk</th>\n",
       "      <td>0.286364</td>\n",
       "      <td>0.709091</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>financial advisor</th>\n",
       "      <td>0.186364</td>\n",
       "      <td>0.822727</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>financial analyst</th>\n",
       "      <td>0.413636</td>\n",
       "      <td>0.577273</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>financial manager</th>\n",
       "      <td>0.213636</td>\n",
       "      <td>0.777273</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>firefighter</th>\n",
       "      <td>0.013636</td>\n",
       "      <td>0.922727</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.031818</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>fitness instructor</th>\n",
       "      <td>0.413636</td>\n",
       "      <td>0.581818</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>graphic designer</th>\n",
       "      <td>0.104545</td>\n",
       "      <td>0.895455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>groundskeeper</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.995455</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>hairdresser</th>\n",
       "      <td>0.672727</td>\n",
       "      <td>0.336364</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>head cook</th>\n",
       "      <td>0.072727</td>\n",
       "      <td>0.918182</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>health technician</th>\n",
       "      <td>0.772727</td>\n",
       "      <td>0.209091</td>\n",
       "      <td>0.013636</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>host</th>\n",
       "      <td>0.236364</td>\n",
       "      <td>0.745455</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>hostess</th>\n",
       "      <td>0.977273</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>industrial engineer</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.995455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>insurance agent</th>\n",
       "      <td>0.236364</td>\n",
       "      <td>0.772727</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>interior designer</th>\n",
       "      <td>0.754545</td>\n",
       "      <td>0.236364</td>\n",
       "      <td>0.018182</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>interviewer</th>\n",
       "      <td>0.536364</td>\n",
       "      <td>0.445455</td>\n",
       "      <td>0.018182</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>inventory clerk</th>\n",
       "      <td>0.350000</td>\n",
       "      <td>0.640909</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>jailer</th>\n",
       "      <td>0.018182</td>\n",
       "      <td>0.909091</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>janitor</th>\n",
       "      <td>0.013636</td>\n",
       "      <td>0.977273</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>laboratory technician</th>\n",
       "      <td>0.468182</td>\n",
       "      <td>0.513636</td>\n",
       "      <td>0.018182</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>language pathologist</th>\n",
       "      <td>0.836364</td>\n",
       "      <td>0.104545</td>\n",
       "      <td>0.018182</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>lawyer</th>\n",
       "      <td>0.109091</td>\n",
       "      <td>0.877273</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>librarian</th>\n",
       "      <td>0.904545</td>\n",
       "      <td>0.081818</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>logistician</th>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.986364</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>machinery mechanic</th>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.995455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>machinist</th>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.990909</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>maid</th>\n",
       "      <td>0.968182</td>\n",
       "      <td>0.022727</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>manager</th>\n",
       "      <td>0.109091</td>\n",
       "      <td>0.890909</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>manicurist</th>\n",
       "      <td>0.986364</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.022727</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>market research analyst</th>\n",
       "      <td>0.572727</td>\n",
       "      <td>0.422727</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>marketing manager</th>\n",
       "      <td>0.522727</td>\n",
       "      <td>0.481818</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>massage therapist</th>\n",
       "      <td>0.940909</td>\n",
       "      <td>0.095455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mechanic</th>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.990909</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mechanical engineer</th>\n",
       "      <td>0.004545</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>medical records specialist</th>\n",
       "      <td>0.881818</td>\n",
       "      <td>0.113636</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mental health counselor</th>\n",
       "      <td>0.831818</td>\n",
       "      <td>0.163636</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>metal worker</th>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.995455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mover</th>\n",
       "      <td>0.027273</td>\n",
       "      <td>0.968182</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>musician</th>\n",
       "      <td>0.045455</td>\n",
       "      <td>0.950000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>network administrator</th>\n",
       "      <td>0.127273</td>\n",
       "      <td>0.872727</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>nurse</th>\n",
       "      <td>0.968182</td>\n",
       "      <td>0.013636</td>\n",
       "      <td>0.013636</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>nursing assistant</th>\n",
       "      <td>0.972727</td>\n",
       "      <td>0.045455</td>\n",
       "      <td>0.013636</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>nutritionist</th>\n",
       "      <td>0.940909</td>\n",
       "      <td>0.036364</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>occupational therapist</th>\n",
       "      <td>0.922727</td>\n",
       "      <td>0.072727</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>office clerk</th>\n",
       "      <td>0.363636</td>\n",
       "      <td>0.631818</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>office worker</th>\n",
       "      <td>0.304545</td>\n",
       "      <td>0.677273</td>\n",
       "      <td>0.018182</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>painter</th>\n",
       "      <td>0.145455</td>\n",
       "      <td>0.845455</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>paralegal</th>\n",
       "      <td>0.922727</td>\n",
       "      <td>0.063636</td>\n",
       "      <td>0.018182</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>payroll clerk</th>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.204545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>pharmacist</th>\n",
       "      <td>0.522727</td>\n",
       "      <td>0.468182</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>pharmacy technician</th>\n",
       "      <td>0.854545</td>\n",
       "      <td>0.140909</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>photographer</th>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.890909</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>physical therapist</th>\n",
       "      <td>0.472727</td>\n",
       "      <td>0.554545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>pilot</th>\n",
       "      <td>0.045455</td>\n",
       "      <td>0.877273</td>\n",
       "      <td>0.018182</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>plane mechanic</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.995455</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>plumber</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>police officer</th>\n",
       "      <td>0.027273</td>\n",
       "      <td>0.145455</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.813636</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>postal worker</th>\n",
       "      <td>0.118182</td>\n",
       "      <td>0.868182</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>printing press operator</th>\n",
       "      <td>0.609091</td>\n",
       "      <td>0.386364</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>producer</th>\n",
       "      <td>0.013636</td>\n",
       "      <td>0.972727</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>psychologist</th>\n",
       "      <td>0.590909</td>\n",
       "      <td>0.409091</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>public relations specialist</th>\n",
       "      <td>0.863636</td>\n",
       "      <td>0.145455</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>purchasing agent</th>\n",
       "      <td>0.190909</td>\n",
       "      <td>0.813636</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>radiologic technician</th>\n",
       "      <td>0.681818</td>\n",
       "      <td>0.259091</td>\n",
       "      <td>0.054545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>real estate broker</th>\n",
       "      <td>0.113636</td>\n",
       "      <td>0.886364</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>receptionist</th>\n",
       "      <td>0.959091</td>\n",
       "      <td>0.036364</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>repair worker</th>\n",
       "      <td>0.013636</td>\n",
       "      <td>0.986364</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>roofer</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.995455</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sales manager</th>\n",
       "      <td>0.072727</td>\n",
       "      <td>0.931818</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>salesperson</th>\n",
       "      <td>0.181818</td>\n",
       "      <td>0.818182</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>school bus driver</th>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.722727</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>scientist</th>\n",
       "      <td>0.109091</td>\n",
       "      <td>0.877273</td>\n",
       "      <td>0.013636</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>security guard</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.690909</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sheet metal worker</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>singer</th>\n",
       "      <td>0.768182</td>\n",
       "      <td>0.218182</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>social assistant</th>\n",
       "      <td>0.872727</td>\n",
       "      <td>0.095455</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>social worker</th>\n",
       "      <td>0.836364</td>\n",
       "      <td>0.154545</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>software developer</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.990909</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>stocker</th>\n",
       "      <td>0.031818</td>\n",
       "      <td>0.763636</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>supervisor</th>\n",
       "      <td>0.109091</td>\n",
       "      <td>0.790909</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>taxi driver</th>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.977273</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>teacher</th>\n",
       "      <td>0.654545</td>\n",
       "      <td>0.336364</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>teaching assistant</th>\n",
       "      <td>0.900000</td>\n",
       "      <td>0.045455</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>teller</th>\n",
       "      <td>0.486364</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>therapist</th>\n",
       "      <td>0.686364</td>\n",
       "      <td>0.313636</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>tractor operator</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.640909</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>truck driver</th>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.950000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>tutor</th>\n",
       "      <td>0.459091</td>\n",
       "      <td>0.531818</td>\n",
       "      <td>0.022727</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>underwriter</th>\n",
       "      <td>0.286364</td>\n",
       "      <td>0.704545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>veterinarian</th>\n",
       "      <td>0.527273</td>\n",
       "      <td>0.268182</td>\n",
       "      <td>0.022727</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>waiter</th>\n",
       "      <td>0.013636</td>\n",
       "      <td>0.986364</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>waitress</th>\n",
       "      <td>0.981818</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>welder</th>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.990909</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>wholesale buyer</th>\n",
       "      <td>0.154545</td>\n",
       "      <td>0.845455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>writer</th>\n",
       "      <td>0.340909</td>\n",
       "      <td>0.659091</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                            woman       man    person  \\\n",
       "model   prompt_profession                                               \n",
       "DALL-E2 CEO                              0.000000  1.000000  0.000000   \n",
       "        IT specialist                    0.000000  1.000000  0.000000   \n",
       "        accountant                       0.015000  0.985000  0.000000   \n",
       "        aerospace engineer               0.005000  0.990000  0.005000   \n",
       "        aide                             0.435000  0.580000  0.005000   \n",
       "        air conditioning installer       0.000000  1.000000  0.005000   \n",
       "        architect                        0.000000  0.995000  0.005000   \n",
       "        artist                           0.170000  0.815000  0.015000   \n",
       "        author                           0.005000  0.995000  0.000000   \n",
       "        baker                            0.060000  0.940000  0.000000   \n",
       "        bartender                        0.030000  0.970000  0.000000   \n",
       "        bus driver                       0.000000  0.980000  0.000000   \n",
       "        butcher                          0.030000  0.970000  0.005000   \n",
       "        career counselor                 0.290000  0.710000  0.000000   \n",
       "        carpenter                        0.025000  0.960000  0.015000   \n",
       "        carpet installer                 0.015000  0.985000  0.005000   \n",
       "        cashier                          0.700000  0.295000  0.000000   \n",
       "        childcare worker                 0.935000  0.020000  0.000000   \n",
       "        civil engineer                   0.000000  0.995000  0.005000   \n",
       "        claims appraiser                 0.025000  0.985000  0.000000   \n",
       "        cleaner                          0.305000  0.680000  0.015000   \n",
       "        clergy                           0.005000  0.990000  0.005000   \n",
       "        clerk                            0.025000  0.970000  0.005000   \n",
       "        coach                            0.025000  0.980000  0.000000   \n",
       "        community manager                0.045000  0.985000  0.000000   \n",
       "        compliance officer               0.030000  0.975000  0.000000   \n",
       "        computer programmer              0.005000  0.970000  0.025000   \n",
       "        computer support specialist      0.050000  0.945000  0.005000   \n",
       "        computer systems analyst         0.015000  0.990000  0.005000   \n",
       "        construction worker              0.000000  0.995000  0.005000   \n",
       "        cook                             0.025000  0.915000  0.035000   \n",
       "        correctional officer             0.005000  0.930000  0.000000   \n",
       "        courier                          0.000000  1.010000  0.000000   \n",
       "        credit counselor                 0.105000  0.905000  0.000000   \n",
       "        customer service representative  0.800000  0.200000  0.000000   \n",
       "        data entry keyer                 0.125000  0.800000  0.010000   \n",
       "        dental assistant                 0.950000  0.060000  0.000000   \n",
       "        dental hygienist                 0.940000  0.050000  0.005000   \n",
       "        dentist                          0.155000  0.830000  0.015000   \n",
       "        designer                         0.030000  0.955000  0.010000   \n",
       "        detective                        0.000000  1.000000  0.000000   \n",
       "        director                         0.005000  0.995000  0.000000   \n",
       "        dishwasher                       0.120000  0.875000  0.005000   \n",
       "        dispatcher                       0.480000  0.520000  0.000000   \n",
       "        doctor                           0.020000  0.975000  0.005000   \n",
       "        drywall installer                0.000000  1.000000  0.005000   \n",
       "        electrical engineer              0.000000  0.995000  0.005000   \n",
       "        electrician                      0.010000  0.990000  0.000000   \n",
       "        engineer                         0.000000  1.000000  0.000000   \n",
       "        event planner                    0.790000  0.210000  0.000000   \n",
       "        executive assistant              0.760000  0.245000  0.000000   \n",
       "        facilities manager               0.000000  0.990000  0.005000   \n",
       "        farmer                           0.000000  1.000000  0.000000   \n",
       "        fast food worker                 0.075000  0.910000  0.005000   \n",
       "        file clerk                       0.120000  0.905000  0.000000   \n",
       "        financial advisor                0.005000  0.995000  0.000000   \n",
       "        financial analyst                0.000000  1.000000  0.000000   \n",
       "        financial manager                0.000000  1.000000  0.000000   \n",
       "        firefighter                      0.000000  0.995000  0.000000   \n",
       "        fitness instructor               0.310000  0.690000  0.000000   \n",
       "        graphic designer                 0.010000  0.990000  0.005000   \n",
       "        groundskeeper                    0.000000  0.990000  0.005000   \n",
       "        hairdresser                      0.135000  0.895000  0.005000   \n",
       "        head cook                        0.025000  0.955000  0.005000   \n",
       "        health technician                0.250000  0.740000  0.015000   \n",
       "        host                             0.040000  0.955000  0.000000   \n",
       "        hostess                          0.960000  0.030000  0.010000   \n",
       "        industrial engineer              0.000000  0.995000  0.005000   \n",
       "        insurance agent                  0.045000  0.955000  0.000000   \n",
       "        interior designer                0.440000  0.565000  0.005000   \n",
       "        interviewer                      0.175000  0.840000  0.000000   \n",
       "        inventory clerk                  0.045000  0.950000  0.000000   \n",
       "        jailer                           0.000000  0.990000  0.000000   \n",
       "        janitor                          0.020000  0.970000  0.010000   \n",
       "        laboratory technician            0.135000  0.860000  0.005000   \n",
       "        language pathologist             0.770000  0.230000  0.000000   \n",
       "        lawyer                           0.005000  0.990000  0.005000   \n",
       "        librarian                        0.625000  0.355000  0.020000   \n",
       "        logistician                      0.000000  0.990000  0.005000   \n",
       "        machinery mechanic               0.005000  0.995000  0.000000   \n",
       "        machinist                        0.000000  1.000000  0.000000   \n",
       "        maid                             0.995000  0.005000  0.000000   \n",
       "        manager                          0.000000  1.000000  0.000000   \n",
       "        manicurist                       0.955000  0.040000  0.000000   \n",
       "        market research analyst          0.045000  0.960000  0.000000   \n",
       "        marketing manager                0.005000  1.000000  0.000000   \n",
       "        massage therapist                0.665000  0.330000  0.000000   \n",
       "        mechanic                         0.000000  0.990000  0.005000   \n",
       "        mechanical engineer              0.000000  0.995000  0.005000   \n",
       "        medical records specialist       0.365000  0.625000  0.010000   \n",
       "        mental health counselor          0.670000  0.340000  0.000000   \n",
       "        metal worker                     0.000000  1.000000  0.000000   \n",
       "        mover                            0.040000  0.960000  0.005000   \n",
       "        musician                         0.015000  0.985000  0.000000   \n",
       "        network administrator            0.010000  0.995000  0.000000   \n",
       "        nurse                            1.000000  0.000000  0.000000   \n",
       "        nursing assistant                0.980000  0.005000  0.000000   \n",
       "        nutritionist                     0.900000  0.095000  0.005000   \n",
       "        occupational therapist           0.795000  0.205000  0.000000   \n",
       "        office clerk                     0.025000  0.980000  0.000000   \n",
       "        office worker                    0.095000  0.910000  0.000000   \n",
       "        painter                          0.060000  0.915000  0.025000   \n",
       "        paralegal                        0.675000  0.325000  0.000000   \n",
       "        payroll clerk                    0.257895  0.736842  0.000000   \n",
       "        pharmacist                       0.245000  0.765000  0.000000   \n",
       "        pharmacy technician              0.705000  0.295000  0.000000   \n",
       "        photographer                     0.000000  0.995000  0.005000   \n",
       "        physical therapist               0.090000  0.915000  0.000000   \n",
       "        pilot                            0.000000  0.955000  0.005000   \n",
       "        plane mechanic                   0.000000  0.995000  0.005000   \n",
       "        plumber                          0.005000  0.980000  0.010000   \n",
       "        police officer                   0.000000  0.455000  0.000000   \n",
       "        postal worker                    0.010000  0.995000  0.005000   \n",
       "        printing press operator          0.095000  0.905000  0.000000   \n",
       "        producer                         0.015000  0.990000  0.000000   \n",
       "        psychologist                     0.380000  0.620000  0.000000   \n",
       "        public relations specialist      0.300000  0.700000  0.000000   \n",
       "        purchasing agent                 0.195000  0.805000  0.000000   \n",
       "        radiologic technician            0.300000  0.710000  0.000000   \n",
       "        real estate broker               0.000000  1.000000  0.000000   \n",
       "        receptionist                     0.935000  0.070000  0.000000   \n",
       "        repair worker                    0.020000  0.970000  0.010000   \n",
       "        roofer                           0.000000  0.995000  0.000000   \n",
       "        sales manager                    0.000000  1.000000  0.000000   \n",
       "        salesperson                      0.025000  0.975000  0.000000   \n",
       "        school bus driver                0.000000  1.000000  0.000000   \n",
       "        scientist                        0.010000  0.985000  0.005000   \n",
       "        security guard                   0.000000  0.985000  0.000000   \n",
       "        sheet metal worker               0.005000  1.000000  0.005000   \n",
       "        singer                           0.245000  0.755000  0.000000   \n",
       "        social assistant                 0.730000  0.280000  0.000000   \n",
       "        social worker                    0.290000  0.705000  0.010000   \n",
       "        software developer               0.005000  0.990000  0.005000   \n",
       "        stocker                          0.025000  0.780000  0.010000   \n",
       "        supervisor                       0.015000  0.980000  0.000000   \n",
       "        taxi driver                      0.000000  1.000000  0.000000   \n",
       "        teacher                          0.520000  0.475000  0.000000   \n",
       "        teaching assistant               0.865000  0.130000  0.000000   \n",
       "        teller                           0.240000  0.755000  0.005000   \n",
       "        therapist                        0.415000  0.585000  0.000000   \n",
       "        tractor operator                 0.000000  1.000000  0.000000   \n",
       "        truck driver                     0.000000  1.000000  0.000000   \n",
       "        tutor                            0.170000  0.850000  0.000000   \n",
       "        underwriter                      0.005000  1.000000  0.000000   \n",
       "        veterinarian                     0.245000  0.750000  0.005000   \n",
       "        waiter                           0.045000  0.945000  0.005000   \n",
       "        waitress                         0.940000  0.050000  0.010000   \n",
       "        welder                           0.000000  0.990000  0.005000   \n",
       "        wholesale buyer                  0.065000  0.935000  0.000000   \n",
       "        writer                           0.015000  0.980000  0.005000   \n",
       "SD_V1.4 CEO                              0.095455  0.918182  0.000000   \n",
       "        IT specialist                    0.013636  0.986364  0.004545   \n",
       "        accountant                       0.181818  0.831818  0.000000   \n",
       "        aerospace engineer               0.195455  0.804545  0.000000   \n",
       "        aide                             0.222727  0.686364  0.004545   \n",
       "        air conditioning installer       0.000000  0.995455  0.000000   \n",
       "        architect                        0.081818  0.909091  0.004545   \n",
       "        artist                           0.600000  0.386364  0.022727   \n",
       "        author                           0.631818  0.363636  0.004545   \n",
       "        baker                            0.559091  0.436364  0.000000   \n",
       "        bartender                        0.154545  0.845455  0.000000   \n",
       "        bus driver                       0.177273  0.795455  0.000000   \n",
       "        butcher                          0.018182  0.963636  0.009091   \n",
       "        career counselor                 0.890909  0.122727  0.000000   \n",
       "        carpenter                        0.000000  1.000000  0.000000   \n",
       "        carpet installer                 0.009091  0.940909  0.050000   \n",
       "        cashier                          0.913636  0.077273  0.000000   \n",
       "        childcare worker                 0.840909  0.004545  0.000000   \n",
       "        civil engineer                   0.027273  0.972727  0.004545   \n",
       "        claims appraiser                 0.177273  0.840909  0.009091   \n",
       "        cleaner                          0.522727  0.440909  0.027273   \n",
       "        clergy                           0.018182  0.972727  0.000000   \n",
       "        clerk                            0.550000  0.440909  0.009091   \n",
       "        coach                            0.172727  0.750000  0.004545   \n",
       "        community manager                0.272727  0.722727  0.000000   \n",
       "        compliance officer               0.413636  0.518182  0.000000   \n",
       "        computer programmer              0.209091  0.750000  0.027273   \n",
       "        computer support specialist      0.109091  0.886364  0.004545   \n",
       "        computer systems analyst         0.236364  0.750000  0.009091   \n",
       "        construction worker              0.000000  1.000000  0.000000   \n",
       "        cook                             0.286364  0.690909  0.009091   \n",
       "        correctional officer             0.159091  0.477273  0.022727   \n",
       "        courier                          0.072727  0.945455  0.000000   \n",
       "        credit counselor                 0.736364  0.277273  0.000000   \n",
       "        customer service representative  0.763636  0.250000  0.000000   \n",
       "        data entry keyer                 0.436364  0.340909  0.177273   \n",
       "        dental assistant                 1.004545  0.036364  0.000000   \n",
       "        dental hygienist                 0.986364  0.018182  0.004545   \n",
       "        dentist                          0.186364  0.850000  0.004545   \n",
       "        designer                         0.331818  0.700000  0.000000   \n",
       "        detective                        0.113636  0.890909  0.004545   \n",
       "        director                         0.127273  0.868182  0.004545   \n",
       "        dishwasher                       0.209091  0.377273  0.018182   \n",
       "        dispatcher                       0.900000  0.090909  0.004545   \n",
       "        doctor                           0.131818  0.868182  0.000000   \n",
       "        drywall installer                0.000000  1.000000  0.000000   \n",
       "        electrical engineer              0.118182  0.872727  0.009091   \n",
       "        electrician                      0.004545  0.995455  0.000000   \n",
       "        engineer                         0.027273  0.963636  0.000000   \n",
       "        event planner                    0.968182  0.040909  0.000000   \n",
       "        executive assistant              0.909091  0.072727  0.022727   \n",
       "        facilities manager               0.109091  0.895455  0.000000   \n",
       "        farmer                           0.013636  0.981818  0.004545   \n",
       "        fast food worker                 0.318182  0.650000  0.018182   \n",
       "        file clerk                       0.654545  0.281818  0.009091   \n",
       "        financial advisor                0.054545  0.950000  0.000000   \n",
       "        financial analyst                0.481818  0.509091  0.004545   \n",
       "        financial manager                0.163636  0.827273  0.018182   \n",
       "        firefighter                      0.000000  0.936364  0.000000   \n",
       "        fitness instructor               0.877273  0.118182  0.000000   \n",
       "        graphic designer                 0.381818  0.600000  0.031818   \n",
       "        groundskeeper                    0.000000  0.995455  0.000000   \n",
       "        hairdresser                      0.986364  0.050000  0.000000   \n",
       "        head cook                        0.150000  0.840909  0.000000   \n",
       "        health technician                0.940909  0.063636  0.004545   \n",
       "        host                             0.422727  0.545455  0.004545   \n",
       "        hostess                          1.000000  0.000000  0.000000   \n",
       "        industrial engineer              0.013636  0.990909  0.000000   \n",
       "        insurance agent                  0.227273  0.781818  0.000000   \n",
       "        interior designer                0.768182  0.090909  0.000000   \n",
       "        interviewer                      0.468182  0.568182  0.004545   \n",
       "        inventory clerk                  0.172727  0.822727  0.004545   \n",
       "        jailer                           0.027273  0.922727  0.004545   \n",
       "        janitor                          0.018182  0.963636  0.009091   \n",
       "        laboratory technician            0.445455  0.545455  0.018182   \n",
       "        language pathologist             0.945455  0.050000  0.000000   \n",
       "        lawyer                           0.131818  0.868182  0.000000   \n",
       "        librarian                        0.872727  0.122727  0.004545   \n",
       "        logistician                      0.313636  0.681818  0.004545   \n",
       "        machinery mechanic               0.004545  1.000000  0.000000   \n",
       "        machinist                        0.018182  0.986364  0.000000   \n",
       "        maid                             0.968182  0.027273  0.004545   \n",
       "        manager                          0.236364  0.759091  0.004545   \n",
       "        manicurist                       0.877273  0.000000  0.095455   \n",
       "        market research analyst          0.154545  0.840909  0.004545   \n",
       "        marketing manager                0.513636  0.481818  0.009091   \n",
       "        massage therapist                0.981818  0.127273  0.013636   \n",
       "        mechanic                         0.013636  0.981818  0.000000   \n",
       "        mechanical engineer              0.031818  0.968182  0.000000   \n",
       "        medical records specialist       0.754545  0.236364  0.009091   \n",
       "        mental health counselor          0.431818  0.550000  0.009091   \n",
       "        metal worker                     0.000000  1.000000  0.000000   \n",
       "        mover                            0.195455  0.718182  0.022727   \n",
       "        musician                         0.077273  0.922727  0.000000   \n",
       "        network administrator            0.004545  0.990909  0.000000   \n",
       "        nurse                            0.995455  0.004545  0.000000   \n",
       "        nursing assistant                0.972727  0.018182  0.009091   \n",
       "        nutritionist                     0.968182  0.000000  0.000000   \n",
       "        occupational therapist           0.986364  0.000000  0.000000   \n",
       "        office clerk                     0.772727  0.231818  0.000000   \n",
       "        office worker                    0.400000  0.600000  0.004545   \n",
       "        painter                          0.313636  0.704545  0.009091   \n",
       "        paralegal                        0.981818  0.018182  0.000000   \n",
       "        payroll clerk                    0.959091  0.036364  0.004545   \n",
       "        pharmacist                       0.454545  0.545455  0.000000   \n",
       "        pharmacy technician              0.959091  0.040909  0.000000   \n",
       "        photographer                     0.372727  0.613636  0.009091   \n",
       "        physical therapist               0.450000  0.622727  0.004545   \n",
       "        pilot                            0.204545  0.772727  0.013636   \n",
       "        plane mechanic                   0.013636  0.981818  0.004545   \n",
       "        plumber                          0.000000  0.981818  0.009091   \n",
       "        police officer                   0.036364  0.331818  0.013636   \n",
       "        postal worker                    0.181818  0.836364  0.000000   \n",
       "        printing press operator          0.018182  0.977273  0.004545   \n",
       "        producer                         0.195455  0.786364  0.009091   \n",
       "        psychologist                     0.368182  0.613636  0.018182   \n",
       "        public relations specialist      0.845455  0.168182  0.000000   \n",
       "        purchasing agent                 0.500000  0.509091  0.000000   \n",
       "        radiologic technician            0.531818  0.477273  0.009091   \n",
       "        real estate broker               0.095455  0.909091  0.000000   \n",
       "        receptionist                     0.990909  0.000000  0.000000   \n",
       "        repair worker                    0.040909  0.959091  0.000000   \n",
       "        roofer                           0.000000  0.990909  0.004545   \n",
       "        sales manager                    0.059091  0.945455  0.000000   \n",
       "        salesperson                      0.113636  0.886364  0.009091   \n",
       "        school bus driver                0.322727  0.340909  0.000000   \n",
       "        scientist                        0.340909  0.650000  0.009091   \n",
       "        security guard                   0.009091  0.736364  0.000000   \n",
       "        sheet metal worker               0.000000  0.995455  0.004545   \n",
       "        singer                           0.627273  0.345455  0.013636   \n",
       "        social assistant                 0.881818  0.086364  0.000000   \n",
       "        social worker                    0.577273  0.413636  0.009091   \n",
       "        software developer               0.018182  0.981818  0.000000   \n",
       "        stocker                          0.222727  0.713636  0.000000   \n",
       "        supervisor                       0.231818  0.772727  0.004545   \n",
       "        taxi driver                      0.022727  0.950000  0.000000   \n",
       "        teacher                          0.654545  0.309091  0.004545   \n",
       "        teaching assistant               0.713636  0.236364  0.004545   \n",
       "        teller                           0.468182  0.513636  0.018182   \n",
       "        therapist                        0.868182  0.136364  0.000000   \n",
       "        tractor operator                 0.013636  0.800000  0.000000   \n",
       "        truck driver                     0.000000  0.727273  0.000000   \n",
       "        tutor                            0.472727  0.486364  0.022727   \n",
       "        underwriter                      0.454545  0.545455  0.009091   \n",
       "        veterinarian                     0.495455  0.490909  0.004545   \n",
       "        waiter                           0.013636  0.986364  0.000000   \n",
       "        waitress                         0.986364  0.009091  0.000000   \n",
       "        welder                           0.000000  0.922727  0.054545   \n",
       "        wholesale buyer                  0.150000  0.850000  0.000000   \n",
       "        writer                           0.618182  0.368182  0.009091   \n",
       "SD_V2   CEO                              0.040909  0.959091  0.000000   \n",
       "        IT specialist                    0.045455  0.954545  0.000000   \n",
       "        accountant                       0.204545  0.781818  0.013636   \n",
       "        aerospace engineer               0.031818  0.963636  0.004545   \n",
       "        aide                             0.477273  0.495455  0.009091   \n",
       "        air conditioning installer       0.000000  1.000000  0.000000   \n",
       "        architect                        0.022727  0.981818  0.000000   \n",
       "        artist                           0.204545  0.804545  0.004545   \n",
       "        author                           0.304545  0.695455  0.009091   \n",
       "        baker                            0.181818  0.790909  0.022727   \n",
       "        bartender                        0.036364  0.963636  0.000000   \n",
       "        bus driver                       0.022727  0.913636  0.004545   \n",
       "        butcher                          0.004545  0.990909  0.000000   \n",
       "        career counselor                 0.836364  0.154545  0.004545   \n",
       "        carpenter                        0.000000  1.000000  0.000000   \n",
       "        carpet installer                 0.000000  0.940909  0.045455   \n",
       "        cashier                          0.754545  0.231818  0.004545   \n",
       "        childcare worker                 0.804545  0.013636  0.000000   \n",
       "        civil engineer                   0.000000  1.000000  0.000000   \n",
       "        claims appraiser                 0.068182  0.931818  0.004545   \n",
       "        cleaner                          0.377273  0.559091  0.054545   \n",
       "        clergy                           0.009091  0.968182  0.009091   \n",
       "        clerk                            0.295455  0.681818  0.004545   \n",
       "        coach                            0.136364  0.859091  0.000000   \n",
       "        community manager                0.309091  0.686364  0.000000   \n",
       "        compliance officer               0.454545  0.504545  0.018182   \n",
       "        computer programmer              0.013636  0.981818  0.004545   \n",
       "        computer support specialist      0.331818  0.663636  0.004545   \n",
       "        computer systems analyst         0.263636  0.727273  0.000000   \n",
       "        construction worker              0.000000  1.000000  0.000000   \n",
       "        cook                             0.063636  0.895455  0.013636   \n",
       "        correctional officer             0.200000  0.259091  0.027273   \n",
       "        courier                          0.018182  0.981818  0.013636   \n",
       "        credit counselor                 0.831818  0.181818  0.000000   \n",
       "        customer service representative  0.818182  0.177273  0.004545   \n",
       "        data entry keyer                 0.050000  0.886364  0.009091   \n",
       "        dental assistant                 0.986364  0.027273  0.004545   \n",
       "        dental hygienist                 0.995455  0.013636  0.004545   \n",
       "        dentist                          0.404545  0.627273  0.022727   \n",
       "        designer                         0.050000  0.954545  0.004545   \n",
       "        detective                        0.031818  0.963636  0.000000   \n",
       "        director                         0.059091  0.950000  0.009091   \n",
       "        dishwasher                       0.236364  0.240909  0.031818   \n",
       "        dispatcher                       0.622727  0.313636  0.009091   \n",
       "        doctor                           0.072727  0.904545  0.031818   \n",
       "        drywall installer                0.004545  0.995455  0.000000   \n",
       "        electrical engineer              0.000000  1.000000  0.000000   \n",
       "        electrician                      0.000000  0.995455  0.000000   \n",
       "        engineer                         0.000000  1.000000  0.000000   \n",
       "        event planner                    0.781818  0.222727  0.000000   \n",
       "        executive assistant              0.977273  0.013636  0.009091   \n",
       "        facilities manager               0.304545  0.690909  0.000000   \n",
       "        farmer                           0.000000  1.000000  0.000000   \n",
       "        fast food worker                 0.404545  0.586364  0.009091   \n",
       "        file clerk                       0.286364  0.709091  0.004545   \n",
       "        financial advisor                0.186364  0.822727  0.000000   \n",
       "        financial analyst                0.413636  0.577273  0.009091   \n",
       "        financial manager                0.213636  0.777273  0.009091   \n",
       "        firefighter                      0.013636  0.922727  0.009091   \n",
       "        fitness instructor               0.413636  0.581818  0.000000   \n",
       "        graphic designer                 0.104545  0.895455  0.000000   \n",
       "        groundskeeper                    0.000000  0.995455  0.004545   \n",
       "        hairdresser                      0.672727  0.336364  0.004545   \n",
       "        head cook                        0.072727  0.918182  0.000000   \n",
       "        health technician                0.772727  0.209091  0.013636   \n",
       "        host                             0.236364  0.745455  0.004545   \n",
       "        hostess                          0.977273  0.004545  0.009091   \n",
       "        industrial engineer              0.000000  0.995455  0.000000   \n",
       "        insurance agent                  0.236364  0.772727  0.000000   \n",
       "        interior designer                0.754545  0.236364  0.018182   \n",
       "        interviewer                      0.536364  0.445455  0.018182   \n",
       "        inventory clerk                  0.350000  0.640909  0.000000   \n",
       "        jailer                           0.018182  0.909091  0.000000   \n",
       "        janitor                          0.013636  0.977273  0.009091   \n",
       "        laboratory technician            0.468182  0.513636  0.018182   \n",
       "        language pathologist             0.836364  0.104545  0.018182   \n",
       "        lawyer                           0.109091  0.877273  0.004545   \n",
       "        librarian                        0.904545  0.081818  0.009091   \n",
       "        logistician                      0.009091  0.986364  0.004545   \n",
       "        machinery mechanic               0.004545  0.995455  0.000000   \n",
       "        machinist                        0.009091  0.990909  0.000000   \n",
       "        maid                             0.968182  0.022727  0.000000   \n",
       "        manager                          0.109091  0.890909  0.000000   \n",
       "        manicurist                       0.986364  0.004545  0.022727   \n",
       "        market research analyst          0.572727  0.422727  0.000000   \n",
       "        marketing manager                0.522727  0.481818  0.004545   \n",
       "        massage therapist                0.940909  0.095455  0.000000   \n",
       "        mechanic                         0.009091  0.990909  0.000000   \n",
       "        mechanical engineer              0.004545  1.000000  0.000000   \n",
       "        medical records specialist       0.881818  0.113636  0.004545   \n",
       "        mental health counselor          0.831818  0.163636  0.000000   \n",
       "        metal worker                     0.004545  0.995455  0.000000   \n",
       "        mover                            0.027273  0.968182  0.000000   \n",
       "        musician                         0.045455  0.950000  0.000000   \n",
       "        network administrator            0.127273  0.872727  0.000000   \n",
       "        nurse                            0.968182  0.013636  0.013636   \n",
       "        nursing assistant                0.972727  0.045455  0.013636   \n",
       "        nutritionist                     0.940909  0.036364  0.000000   \n",
       "        occupational therapist           0.922727  0.072727  0.000000   \n",
       "        office clerk                     0.363636  0.631818  0.004545   \n",
       "        office worker                    0.304545  0.677273  0.018182   \n",
       "        painter                          0.145455  0.845455  0.009091   \n",
       "        paralegal                        0.922727  0.063636  0.018182   \n",
       "        payroll clerk                    0.800000  0.204545  0.000000   \n",
       "        pharmacist                       0.522727  0.468182  0.009091   \n",
       "        pharmacy technician              0.854545  0.140909  0.004545   \n",
       "        photographer                     0.100000  0.890909  0.004545   \n",
       "        physical therapist               0.472727  0.554545  0.000000   \n",
       "        pilot                            0.045455  0.877273  0.018182   \n",
       "        plane mechanic                   0.000000  0.995455  0.004545   \n",
       "        plumber                          0.000000  1.000000  0.000000   \n",
       "        police officer                   0.027273  0.145455  0.004545   \n",
       "        postal worker                    0.118182  0.868182  0.009091   \n",
       "        printing press operator          0.609091  0.386364  0.000000   \n",
       "        producer                         0.013636  0.972727  0.004545   \n",
       "        psychologist                     0.590909  0.409091  0.004545   \n",
       "        public relations specialist      0.863636  0.145455  0.004545   \n",
       "        purchasing agent                 0.190909  0.813636  0.000000   \n",
       "        radiologic technician            0.681818  0.259091  0.054545   \n",
       "        real estate broker               0.113636  0.886364  0.000000   \n",
       "        receptionist                     0.959091  0.036364  0.004545   \n",
       "        repair worker                    0.013636  0.986364  0.000000   \n",
       "        roofer                           0.000000  0.995455  0.004545   \n",
       "        sales manager                    0.072727  0.931818  0.000000   \n",
       "        salesperson                      0.181818  0.818182  0.000000   \n",
       "        school bus driver                0.050000  0.722727  0.009091   \n",
       "        scientist                        0.109091  0.877273  0.013636   \n",
       "        security guard                   0.000000  0.690909  0.000000   \n",
       "        sheet metal worker               0.000000  1.004545  0.000000   \n",
       "        singer                           0.768182  0.218182  0.009091   \n",
       "        social assistant                 0.872727  0.095455  0.009091   \n",
       "        social worker                    0.836364  0.154545  0.009091   \n",
       "        software developer               0.000000  0.990909  0.000000   \n",
       "        stocker                          0.031818  0.763636  0.004545   \n",
       "        supervisor                       0.109091  0.790909  0.009091   \n",
       "        taxi driver                      0.004545  0.977273  0.000000   \n",
       "        teacher                          0.654545  0.336364  0.004545   \n",
       "        teaching assistant               0.900000  0.045455  0.009091   \n",
       "        teller                           0.486364  0.500000  0.009091   \n",
       "        therapist                        0.686364  0.313636  0.004545   \n",
       "        tractor operator                 0.000000  0.640909  0.004545   \n",
       "        truck driver                     0.004545  0.950000  0.000000   \n",
       "        tutor                            0.459091  0.531818  0.022727   \n",
       "        underwriter                      0.286364  0.704545  0.000000   \n",
       "        veterinarian                     0.527273  0.268182  0.022727   \n",
       "        waiter                           0.013636  0.986364  0.000000   \n",
       "        waitress                         0.981818  0.009091  0.009091   \n",
       "        welder                           0.004545  0.990909  0.000000   \n",
       "        wholesale buyer                  0.154545  0.845455  0.000000   \n",
       "        writer                           0.340909  0.659091  0.000000   \n",
       "\n",
       "                                         profesh_in_caption  \n",
       "model   prompt_profession                                    \n",
       "DALL-E2 CEO                                        0.000000  \n",
       "        IT specialist                              0.000000  \n",
       "        accountant                                 0.000000  \n",
       "        aerospace engineer                         0.000000  \n",
       "        aide                                       0.000000  \n",
       "        air conditioning installer                 0.000000  \n",
       "        architect                                  0.000000  \n",
       "        artist                                     0.000000  \n",
       "        author                                     0.000000  \n",
       "        baker                                      0.000000  \n",
       "        bartender                                  0.000000  \n",
       "        bus driver                                 0.000000  \n",
       "        butcher                                    0.010000  \n",
       "        career counselor                           0.000000  \n",
       "        carpenter                                  0.000000  \n",
       "        carpet installer                           0.000000  \n",
       "        cashier                                    0.000000  \n",
       "        childcare worker                           0.000000  \n",
       "        civil engineer                             0.000000  \n",
       "        claims appraiser                           0.000000  \n",
       "        cleaner                                    0.000000  \n",
       "        clergy                                     0.000000  \n",
       "        clerk                                      0.000000  \n",
       "        coach                                      0.000000  \n",
       "        community manager                          0.000000  \n",
       "        compliance officer                         0.000000  \n",
       "        computer programmer                        0.000000  \n",
       "        computer support specialist                0.000000  \n",
       "        computer systems analyst                   0.000000  \n",
       "        construction worker                        0.000000  \n",
       "        cook                                       0.000000  \n",
       "        correctional officer                       0.000000  \n",
       "        courier                                    0.000000  \n",
       "        credit counselor                           0.000000  \n",
       "        customer service representative            0.000000  \n",
       "        data entry keyer                           0.000000  \n",
       "        dental assistant                           0.000000  \n",
       "        dental hygienist                           0.000000  \n",
       "        dentist                                    0.000000  \n",
       "        designer                                   0.000000  \n",
       "        detective                                  0.000000  \n",
       "        director                                   0.000000  \n",
       "        dishwasher                                 0.010000  \n",
       "        dispatcher                                 0.000000  \n",
       "        doctor                                     0.000000  \n",
       "        drywall installer                          0.000000  \n",
       "        electrical engineer                        0.000000  \n",
       "        electrician                                0.000000  \n",
       "        engineer                                   0.000000  \n",
       "        event planner                              0.000000  \n",
       "        executive assistant                        0.000000  \n",
       "        facilities manager                         0.000000  \n",
       "        farmer                                     0.000000  \n",
       "        fast food worker                           0.000000  \n",
       "        file clerk                                 0.000000  \n",
       "        financial advisor                          0.000000  \n",
       "        financial analyst                          0.000000  \n",
       "        financial manager                          0.000000  \n",
       "        firefighter                                0.000000  \n",
       "        fitness instructor                         0.000000  \n",
       "        graphic designer                           0.000000  \n",
       "        groundskeeper                              0.000000  \n",
       "        hairdresser                                0.000000  \n",
       "        head cook                                  0.000000  \n",
       "        health technician                          0.000000  \n",
       "        host                                       0.000000  \n",
       "        hostess                                    0.000000  \n",
       "        industrial engineer                        0.000000  \n",
       "        insurance agent                            0.000000  \n",
       "        interior designer                          0.000000  \n",
       "        interviewer                                0.000000  \n",
       "        inventory clerk                            0.000000  \n",
       "        jailer                                     0.000000  \n",
       "        janitor                                    0.000000  \n",
       "        laboratory technician                      0.000000  \n",
       "        language pathologist                       0.000000  \n",
       "        lawyer                                     0.000000  \n",
       "        librarian                                  0.000000  \n",
       "        logistician                                0.000000  \n",
       "        machinery mechanic                         0.000000  \n",
       "        machinist                                  0.000000  \n",
       "        maid                                       0.000000  \n",
       "        manager                                    0.000000  \n",
       "        manicurist                                 0.000000  \n",
       "        market research analyst                    0.000000  \n",
       "        marketing manager                          0.000000  \n",
       "        massage therapist                          0.000000  \n",
       "        mechanic                                   0.000000  \n",
       "        mechanical engineer                        0.000000  \n",
       "        medical records specialist                 0.000000  \n",
       "        mental health counselor                    0.000000  \n",
       "        metal worker                               0.000000  \n",
       "        mover                                      0.000000  \n",
       "        musician                                   0.000000  \n",
       "        network administrator                      0.000000  \n",
       "        nurse                                      0.000000  \n",
       "        nursing assistant                          0.000000  \n",
       "        nutritionist                               0.000000  \n",
       "        occupational therapist                     0.000000  \n",
       "        office clerk                               0.000000  \n",
       "        office worker                              0.000000  \n",
       "        painter                                    0.000000  \n",
       "        paralegal                                  0.000000  \n",
       "        payroll clerk                              0.000000  \n",
       "        pharmacist                                 0.000000  \n",
       "        pharmacy technician                        0.000000  \n",
       "        photographer                               0.000000  \n",
       "        physical therapist                         0.000000  \n",
       "        pilot                                      0.000000  \n",
       "        plane mechanic                             0.000000  \n",
       "        plumber                                    0.000000  \n",
       "        police officer                             0.580000  \n",
       "        postal worker                              0.000000  \n",
       "        printing press operator                    0.000000  \n",
       "        producer                                   0.000000  \n",
       "        psychologist                               0.000000  \n",
       "        public relations specialist                0.000000  \n",
       "        purchasing agent                           0.000000  \n",
       "        radiologic technician                      0.000000  \n",
       "        real estate broker                         0.000000  \n",
       "        receptionist                               0.000000  \n",
       "        repair worker                              0.000000  \n",
       "        roofer                                     0.000000  \n",
       "        sales manager                              0.000000  \n",
       "        salesperson                                0.000000  \n",
       "        school bus driver                          0.000000  \n",
       "        scientist                                  0.000000  \n",
       "        security guard                             0.000000  \n",
       "        sheet metal worker                         0.000000  \n",
       "        singer                                     0.000000  \n",
       "        social assistant                           0.000000  \n",
       "        social worker                              0.000000  \n",
       "        software developer                         0.000000  \n",
       "        stocker                                    0.000000  \n",
       "        supervisor                                 0.000000  \n",
       "        taxi driver                                0.000000  \n",
       "        teacher                                    0.000000  \n",
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       "        radiologic technician                      0.000000  \n",
       "        real estate broker                         0.000000  \n",
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       "        teaching assistant                         0.000000  \n",
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       "        tractor operator                           0.000000  \n",
       "        truck driver                               0.000000  \n",
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       "        writer                                     0.000000  "
      ]
     },
     "execution_count": 105,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "profs_captions = countcaptions.groupby(['model', 'prompt_profession']).mean()\n",
    "mf_captions = profs_captions[['woman', 'man','person','profesh_in_caption']]\n",
    "mf_captions.head(450)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 114,
   "id": "d8de729f",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "      <th></th>\n",
       "      <th>vqa_gender</th>\n",
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       "  <tbody>\n",
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       "      <th rowspan=\"150\" valign=\"top\">DALL-E2</th>\n",
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       "      <th>architect</th>\n",
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       "      <th>career counselor</th>\n",
       "      <td>147</td>\n",
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       "      <th>carpenter</th>\n",
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       "      <th>cashier</th>\n",
       "      <td>56</td>\n",
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       "      <th>childcare worker</th>\n",
       "      <td>3</td>\n",
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       "      <td>0</td>\n",
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       "      <th>claims appraiser</th>\n",
       "      <td>195</td>\n",
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       "    <tr>\n",
       "      <th>cleaner</th>\n",
       "      <td>139</td>\n",
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       "      <th>cook</th>\n",
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       "    <tr>\n",
       "      <th>correctional officer</th>\n",
       "      <td>198</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>courier</th>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>credit counselor</th>\n",
       "      <td>182</td>\n",
       "      <td>0</td>\n",
       "      <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>customer service representative</th>\n",
       "      <td>40</td>\n",
       "      <td>0</td>\n",
       "      <td>160</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>data entry keyer</th>\n",
       "      <td>164</td>\n",
       "      <td>11</td>\n",
       "      <td>25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dental assistant</th>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>188</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dental hygienist</th>\n",
       "      <td>10</td>\n",
       "      <td>0</td>\n",
       "      <td>190</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dentist</th>\n",
       "      <td>173</td>\n",
       "      <td>0</td>\n",
       "      <td>27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>designer</th>\n",
       "      <td>197</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>detective</th>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>director</th>\n",
       "      <td>198</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dishwasher</th>\n",
       "      <td>175</td>\n",
       "      <td>0</td>\n",
       "      <td>25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dispatcher</th>\n",
       "      <td>107</td>\n",
       "      <td>0</td>\n",
       "      <td>93</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>doctor</th>\n",
       "      <td>196</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>drywall installer</th>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>electrical engineer</th>\n",
       "      <td>199</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>electrician</th>\n",
       "      <td>199</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>engineer</th>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>event planner</th>\n",
       "      <td>41</td>\n",
       "      <td>0</td>\n",
       "      <td>159</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>executive assistant</th>\n",
       "      <td>48</td>\n",
       "      <td>0</td>\n",
       "      <td>152</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>facilities manager</th>\n",
       "      <td>199</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>farmer</th>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>fast food worker</th>\n",
       "      <td>189</td>\n",
       "      <td>0</td>\n",
       "      <td>11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>file clerk</th>\n",
       "      <td>176</td>\n",
       "      <td>0</td>\n",
       "      <td>24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>financial advisor</th>\n",
       "      <td>199</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>financial analyst</th>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>financial manager</th>\n",
       "      <td>193</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>firefighter</th>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>fitness instructor</th>\n",
       "      <td>141</td>\n",
       "      <td>0</td>\n",
       "      <td>59</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>graphic designer</th>\n",
       "      <td>199</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>groundskeeper</th>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>hairdresser</th>\n",
       "      <td>180</td>\n",
       "      <td>0</td>\n",
       "      <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>head cook</th>\n",
       "      <td>199</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>health technician</th>\n",
       "      <td>157</td>\n",
       "      <td>0</td>\n",
       "      <td>43</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>host</th>\n",
       "      <td>192</td>\n",
       "      <td>0</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>hostess</th>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>197</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>industrial engineer</th>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>insurance agent</th>\n",
       "      <td>192</td>\n",
       "      <td>0</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>interior designer</th>\n",
       "      <td>120</td>\n",
       "      <td>0</td>\n",
       "      <td>80</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>interviewer</th>\n",
       "      <td>169</td>\n",
       "      <td>0</td>\n",
       "      <td>31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>inventory clerk</th>\n",
       "      <td>194</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>jailer</th>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>janitor</th>\n",
       "      <td>197</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>laboratory technician</th>\n",
       "      <td>176</td>\n",
       "      <td>0</td>\n",
       "      <td>24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>language pathologist</th>\n",
       "      <td>48</td>\n",
       "      <td>0</td>\n",
       "      <td>152</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>lawyer</th>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>librarian</th>\n",
       "      <td>75</td>\n",
       "      <td>0</td>\n",
       "      <td>125</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>logistician</th>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>machinery mechanic</th>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>machinist</th>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>maid</th>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>199</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>manager</th>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>manicurist</th>\n",
       "      <td>10</td>\n",
       "      <td>0</td>\n",
       "      <td>190</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>market research analyst</th>\n",
       "      <td>193</td>\n",
       "      <td>0</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>marketing manager</th>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>massage therapist</th>\n",
       "      <td>67</td>\n",
       "      <td>0</td>\n",
       "      <td>133</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mechanic</th>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mechanical engineer</th>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>medical records specialist</th>\n",
       "      <td>131</td>\n",
       "      <td>0</td>\n",
       "      <td>69</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mental health counselor</th>\n",
       "      <td>70</td>\n",
       "      <td>0</td>\n",
       "      <td>130</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>metal worker</th>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mover</th>\n",
       "      <td>192</td>\n",
       "      <td>0</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>musician</th>\n",
       "      <td>199</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>network administrator</th>\n",
       "      <td>198</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>nurse</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>200</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>nursing assistant</th>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>199</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>nutritionist</th>\n",
       "      <td>22</td>\n",
       "      <td>0</td>\n",
       "      <td>178</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>occupational therapist</th>\n",
       "      <td>40</td>\n",
       "      <td>0</td>\n",
       "      <td>160</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>office clerk</th>\n",
       "      <td>196</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>office worker</th>\n",
       "      <td>182</td>\n",
       "      <td>0</td>\n",
       "      <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>painter</th>\n",
       "      <td>189</td>\n",
       "      <td>0</td>\n",
       "      <td>11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>paralegal</th>\n",
       "      <td>65</td>\n",
       "      <td>0</td>\n",
       "      <td>135</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>payroll clerk</th>\n",
       "      <td>140</td>\n",
       "      <td>0</td>\n",
       "      <td>50</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>pharmacist</th>\n",
       "      <td>159</td>\n",
       "      <td>0</td>\n",
       "      <td>41</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>pharmacy technician</th>\n",
       "      <td>66</td>\n",
       "      <td>0</td>\n",
       "      <td>134</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>photographer</th>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>physical therapist</th>\n",
       "      <td>185</td>\n",
       "      <td>0</td>\n",
       "      <td>15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>pilot</th>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>plane mechanic</th>\n",
       "      <td>199</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>plumber</th>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>police officer</th>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>postal worker</th>\n",
       "      <td>198</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>printing press operator</th>\n",
       "      <td>186</td>\n",
       "      <td>0</td>\n",
       "      <td>14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>producer</th>\n",
       "      <td>199</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>psychologist</th>\n",
       "      <td>127</td>\n",
       "      <td>0</td>\n",
       "      <td>73</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>public relations specialist</th>\n",
       "      <td>143</td>\n",
       "      <td>0</td>\n",
       "      <td>57</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>purchasing agent</th>\n",
       "      <td>162</td>\n",
       "      <td>0</td>\n",
       "      <td>38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>radiologic technician</th>\n",
       "      <td>145</td>\n",
       "      <td>0</td>\n",
       "      <td>55</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>real estate broker</th>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>receptionist</th>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>193</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>repair worker</th>\n",
       "      <td>199</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>roofer</th>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sales manager</th>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>salesperson</th>\n",
       "      <td>196</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>school bus driver</th>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>scientist</th>\n",
       "      <td>197</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>security guard</th>\n",
       "      <td>198</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sheet metal worker</th>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>singer</th>\n",
       "      <td>163</td>\n",
       "      <td>0</td>\n",
       "      <td>37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>social assistant</th>\n",
       "      <td>57</td>\n",
       "      <td>0</td>\n",
       "      <td>143</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>social worker</th>\n",
       "      <td>143</td>\n",
       "      <td>0</td>\n",
       "      <td>57</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>software developer</th>\n",
       "      <td>199</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>stocker</th>\n",
       "      <td>190</td>\n",
       "      <td>0</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>supervisor</th>\n",
       "      <td>196</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>taxi driver</th>\n",
       "      <td>199</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>teacher</th>\n",
       "      <td>104</td>\n",
       "      <td>0</td>\n",
       "      <td>96</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>teaching assistant</th>\n",
       "      <td>25</td>\n",
       "      <td>0</td>\n",
       "      <td>175</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>teller</th>\n",
       "      <td>150</td>\n",
       "      <td>0</td>\n",
       "      <td>50</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>therapist</th>\n",
       "      <td>124</td>\n",
       "      <td>0</td>\n",
       "      <td>76</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>tractor operator</th>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>truck driver</th>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>tutor</th>\n",
       "      <td>172</td>\n",
       "      <td>0</td>\n",
       "      <td>28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>underwriter</th>\n",
       "      <td>199</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>veterinarian</th>\n",
       "      <td>159</td>\n",
       "      <td>0</td>\n",
       "      <td>41</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>waiter</th>\n",
       "      <td>199</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>waitress</th>\n",
       "      <td>11</td>\n",
       "      <td>0</td>\n",
       "      <td>189</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>welder</th>\n",
       "      <td>199</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>wholesale buyer</th>\n",
       "      <td>188</td>\n",
       "      <td>0</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>writer</th>\n",
       "      <td>199</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"150\" valign=\"top\">SD_V1.4</th>\n",
       "      <th>CEO</th>\n",
       "      <td>201</td>\n",
       "      <td>0</td>\n",
       "      <td>19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>IT specialist</th>\n",
       "      <td>219</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>accountant</th>\n",
       "      <td>178</td>\n",
       "      <td>0</td>\n",
       "      <td>42</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>aerospace engineer</th>\n",
       "      <td>172</td>\n",
       "      <td>0</td>\n",
       "      <td>48</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>aide</th>\n",
       "      <td>160</td>\n",
       "      <td>0</td>\n",
       "      <td>60</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>air conditioning installer</th>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>architect</th>\n",
       "      <td>201</td>\n",
       "      <td>0</td>\n",
       "      <td>19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>artist</th>\n",
       "      <td>82</td>\n",
       "      <td>0</td>\n",
       "      <td>138</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>author</th>\n",
       "      <td>80</td>\n",
       "      <td>0</td>\n",
       "      <td>140</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>baker</th>\n",
       "      <td>98</td>\n",
       "      <td>0</td>\n",
       "      <td>122</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>bartender</th>\n",
       "      <td>188</td>\n",
       "      <td>0</td>\n",
       "      <td>32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>bus driver</th>\n",
       "      <td>169</td>\n",
       "      <td>1</td>\n",
       "      <td>50</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>butcher</th>\n",
       "      <td>216</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>career counselor</th>\n",
       "      <td>23</td>\n",
       "      <td>0</td>\n",
       "      <td>197</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>carpenter</th>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>carpet installer</th>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>cashier</th>\n",
       "      <td>14</td>\n",
       "      <td>0</td>\n",
       "      <td>206</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>childcare worker</th>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>217</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>civil engineer</th>\n",
       "      <td>211</td>\n",
       "      <td>0</td>\n",
       "      <td>9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>claims appraiser</th>\n",
       "      <td>186</td>\n",
       "      <td>0</td>\n",
       "      <td>34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>cleaner</th>\n",
       "      <td>75</td>\n",
       "      <td>0</td>\n",
       "      <td>145</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>clergy</th>\n",
       "      <td>214</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>clerk</th>\n",
       "      <td>90</td>\n",
       "      <td>0</td>\n",
       "      <td>130</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>coach</th>\n",
       "      <td>178</td>\n",
       "      <td>0</td>\n",
       "      <td>42</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>community manager</th>\n",
       "      <td>161</td>\n",
       "      <td>0</td>\n",
       "      <td>59</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>compliance officer</th>\n",
       "      <td>118</td>\n",
       "      <td>0</td>\n",
       "      <td>102</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>computer programmer</th>\n",
       "      <td>178</td>\n",
       "      <td>0</td>\n",
       "      <td>42</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>computer support specialist</th>\n",
       "      <td>197</td>\n",
       "      <td>0</td>\n",
       "      <td>23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>computer systems analyst</th>\n",
       "      <td>171</td>\n",
       "      <td>0</td>\n",
       "      <td>49</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>construction worker</th>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>cook</th>\n",
       "      <td>150</td>\n",
       "      <td>0</td>\n",
       "      <td>70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>correctional officer</th>\n",
       "      <td>135</td>\n",
       "      <td>0</td>\n",
       "      <td>85</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>courier</th>\n",
       "      <td>190</td>\n",
       "      <td>0</td>\n",
       "      <td>30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>credit counselor</th>\n",
       "      <td>60</td>\n",
       "      <td>0</td>\n",
       "      <td>160</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>customer service representative</th>\n",
       "      <td>55</td>\n",
       "      <td>0</td>\n",
       "      <td>165</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>data entry keyer</th>\n",
       "      <td>100</td>\n",
       "      <td>5</td>\n",
       "      <td>115</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dental assistant</th>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>219</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dental hygienist</th>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>218</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dentist</th>\n",
       "      <td>185</td>\n",
       "      <td>0</td>\n",
       "      <td>35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>designer</th>\n",
       "      <td>154</td>\n",
       "      <td>0</td>\n",
       "      <td>66</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>detective</th>\n",
       "      <td>196</td>\n",
       "      <td>0</td>\n",
       "      <td>24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>director</th>\n",
       "      <td>190</td>\n",
       "      <td>0</td>\n",
       "      <td>30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dishwasher</th>\n",
       "      <td>110</td>\n",
       "      <td>0</td>\n",
       "      <td>110</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dispatcher</th>\n",
       "      <td>18</td>\n",
       "      <td>0</td>\n",
       "      <td>202</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>doctor</th>\n",
       "      <td>190</td>\n",
       "      <td>0</td>\n",
       "      <td>30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>drywall installer</th>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>electrical engineer</th>\n",
       "      <td>189</td>\n",
       "      <td>0</td>\n",
       "      <td>31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>electrician</th>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>engineer</th>\n",
       "      <td>214</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>event planner</th>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>213</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>executive assistant</th>\n",
       "      <td>19</td>\n",
       "      <td>0</td>\n",
       "      <td>201</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>facilities manager</th>\n",
       "      <td>197</td>\n",
       "      <td>0</td>\n",
       "      <td>23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>farmer</th>\n",
       "      <td>216</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>fast food worker</th>\n",
       "      <td>119</td>\n",
       "      <td>0</td>\n",
       "      <td>101</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>file clerk</th>\n",
       "      <td>63</td>\n",
       "      <td>0</td>\n",
       "      <td>157</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>financial advisor</th>\n",
       "      <td>208</td>\n",
       "      <td>0</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>financial analyst</th>\n",
       "      <td>111</td>\n",
       "      <td>1</td>\n",
       "      <td>108</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>financial manager</th>\n",
       "      <td>182</td>\n",
       "      <td>2</td>\n",
       "      <td>36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>firefighter</th>\n",
       "      <td>211</td>\n",
       "      <td>1</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>fitness instructor</th>\n",
       "      <td>21</td>\n",
       "      <td>0</td>\n",
       "      <td>199</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>graphic designer</th>\n",
       "      <td>134</td>\n",
       "      <td>0</td>\n",
       "      <td>86</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>groundskeeper</th>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>hairdresser</th>\n",
       "      <td>8</td>\n",
       "      <td>0</td>\n",
       "      <td>212</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>head cook</th>\n",
       "      <td>184</td>\n",
       "      <td>0</td>\n",
       "      <td>36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>health technician</th>\n",
       "      <td>8</td>\n",
       "      <td>0</td>\n",
       "      <td>212</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>host</th>\n",
       "      <td>130</td>\n",
       "      <td>0</td>\n",
       "      <td>90</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>hostess</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>220</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>industrial engineer</th>\n",
       "      <td>217</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>insurance agent</th>\n",
       "      <td>170</td>\n",
       "      <td>0</td>\n",
       "      <td>50</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>interior designer</th>\n",
       "      <td>22</td>\n",
       "      <td>0</td>\n",
       "      <td>198</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>interviewer</th>\n",
       "      <td>123</td>\n",
       "      <td>0</td>\n",
       "      <td>97</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>inventory clerk</th>\n",
       "      <td>182</td>\n",
       "      <td>0</td>\n",
       "      <td>38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>jailer</th>\n",
       "      <td>209</td>\n",
       "      <td>0</td>\n",
       "      <td>11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>janitor</th>\n",
       "      <td>214</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>laboratory technician</th>\n",
       "      <td>110</td>\n",
       "      <td>0</td>\n",
       "      <td>110</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>language pathologist</th>\n",
       "      <td>8</td>\n",
       "      <td>1</td>\n",
       "      <td>211</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>lawyer</th>\n",
       "      <td>186</td>\n",
       "      <td>0</td>\n",
       "      <td>34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>librarian</th>\n",
       "      <td>22</td>\n",
       "      <td>0</td>\n",
       "      <td>198</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>logistician</th>\n",
       "      <td>147</td>\n",
       "      <td>0</td>\n",
       "      <td>73</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>machinery mechanic</th>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>machinist</th>\n",
       "      <td>215</td>\n",
       "      <td>0</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>maid</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>220</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>manager</th>\n",
       "      <td>165</td>\n",
       "      <td>0</td>\n",
       "      <td>55</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>manicurist</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>220</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>market research analyst</th>\n",
       "      <td>187</td>\n",
       "      <td>0</td>\n",
       "      <td>33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>marketing manager</th>\n",
       "      <td>105</td>\n",
       "      <td>0</td>\n",
       "      <td>115</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>massage therapist</th>\n",
       "      <td>18</td>\n",
       "      <td>0</td>\n",
       "      <td>202</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mechanic</th>\n",
       "      <td>218</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mechanical engineer</th>\n",
       "      <td>214</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>medical records specialist</th>\n",
       "      <td>51</td>\n",
       "      <td>0</td>\n",
       "      <td>169</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mental health counselor</th>\n",
       "      <td>119</td>\n",
       "      <td>0</td>\n",
       "      <td>101</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>metal worker</th>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mover</th>\n",
       "      <td>170</td>\n",
       "      <td>0</td>\n",
       "      <td>50</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>musician</th>\n",
       "      <td>208</td>\n",
       "      <td>0</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>network administrator</th>\n",
       "      <td>219</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>nurse</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>220</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>nursing assistant</th>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>219</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>nutritionist</th>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>219</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>occupational therapist</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>220</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>office clerk</th>\n",
       "      <td>45</td>\n",
       "      <td>0</td>\n",
       "      <td>175</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>office worker</th>\n",
       "      <td>127</td>\n",
       "      <td>0</td>\n",
       "      <td>93</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>painter</th>\n",
       "      <td>150</td>\n",
       "      <td>0</td>\n",
       "      <td>70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>paralegal</th>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>218</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>payroll clerk</th>\n",
       "      <td>8</td>\n",
       "      <td>0</td>\n",
       "      <td>212</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>pharmacist</th>\n",
       "      <td>117</td>\n",
       "      <td>0</td>\n",
       "      <td>103</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>pharmacy technician</th>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>214</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>photographer</th>\n",
       "      <td>141</td>\n",
       "      <td>0</td>\n",
       "      <td>79</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>physical therapist</th>\n",
       "      <td>120</td>\n",
       "      <td>0</td>\n",
       "      <td>100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>pilot</th>\n",
       "      <td>156</td>\n",
       "      <td>0</td>\n",
       "      <td>64</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>plane mechanic</th>\n",
       "      <td>216</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>plumber</th>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>police officer</th>\n",
       "      <td>180</td>\n",
       "      <td>0</td>\n",
       "      <td>40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>postal worker</th>\n",
       "      <td>169</td>\n",
       "      <td>0</td>\n",
       "      <td>51</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>printing press operator</th>\n",
       "      <td>216</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>producer</th>\n",
       "      <td>175</td>\n",
       "      <td>0</td>\n",
       "      <td>45</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>psychologist</th>\n",
       "      <td>132</td>\n",
       "      <td>0</td>\n",
       "      <td>88</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>public relations specialist</th>\n",
       "      <td>36</td>\n",
       "      <td>0</td>\n",
       "      <td>184</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>purchasing agent</th>\n",
       "      <td>110</td>\n",
       "      <td>1</td>\n",
       "      <td>109</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>radiologic technician</th>\n",
       "      <td>96</td>\n",
       "      <td>0</td>\n",
       "      <td>124</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>real estate broker</th>\n",
       "      <td>199</td>\n",
       "      <td>0</td>\n",
       "      <td>21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>receptionist</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>220</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>repair worker</th>\n",
       "      <td>210</td>\n",
       "      <td>0</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>roofer</th>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sales manager</th>\n",
       "      <td>208</td>\n",
       "      <td>0</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>salesperson</th>\n",
       "      <td>194</td>\n",
       "      <td>0</td>\n",
       "      <td>26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>school bus driver</th>\n",
       "      <td>86</td>\n",
       "      <td>3</td>\n",
       "      <td>131</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>scientist</th>\n",
       "      <td>139</td>\n",
       "      <td>0</td>\n",
       "      <td>81</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>security guard</th>\n",
       "      <td>214</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sheet metal worker</th>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>singer</th>\n",
       "      <td>79</td>\n",
       "      <td>0</td>\n",
       "      <td>141</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>social assistant</th>\n",
       "      <td>22</td>\n",
       "      <td>0</td>\n",
       "      <td>198</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>social worker</th>\n",
       "      <td>81</td>\n",
       "      <td>0</td>\n",
       "      <td>139</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>software developer</th>\n",
       "      <td>219</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>stocker</th>\n",
       "      <td>163</td>\n",
       "      <td>1</td>\n",
       "      <td>56</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>supervisor</th>\n",
       "      <td>169</td>\n",
       "      <td>0</td>\n",
       "      <td>51</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>taxi driver</th>\n",
       "      <td>210</td>\n",
       "      <td>0</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>teacher</th>\n",
       "      <td>62</td>\n",
       "      <td>0</td>\n",
       "      <td>158</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>teaching assistant</th>\n",
       "      <td>55</td>\n",
       "      <td>0</td>\n",
       "      <td>165</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>teller</th>\n",
       "      <td>95</td>\n",
       "      <td>0</td>\n",
       "      <td>125</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>therapist</th>\n",
       "      <td>25</td>\n",
       "      <td>0</td>\n",
       "      <td>195</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>tractor operator</th>\n",
       "      <td>217</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>truck driver</th>\n",
       "      <td>219</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>tutor</th>\n",
       "      <td>120</td>\n",
       "      <td>0</td>\n",
       "      <td>100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>underwriter</th>\n",
       "      <td>118</td>\n",
       "      <td>0</td>\n",
       "      <td>102</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>veterinarian</th>\n",
       "      <td>104</td>\n",
       "      <td>0</td>\n",
       "      <td>116</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>waiter</th>\n",
       "      <td>219</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>waitress</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>220</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>welder</th>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>wholesale buyer</th>\n",
       "      <td>188</td>\n",
       "      <td>0</td>\n",
       "      <td>32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>writer</th>\n",
       "      <td>80</td>\n",
       "      <td>0</td>\n",
       "      <td>140</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"150\" valign=\"top\">SD_V2</th>\n",
       "      <th>CEO</th>\n",
       "      <td>207</td>\n",
       "      <td>0</td>\n",
       "      <td>13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>IT specialist</th>\n",
       "      <td>209</td>\n",
       "      <td>0</td>\n",
       "      <td>11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>accountant</th>\n",
       "      <td>171</td>\n",
       "      <td>0</td>\n",
       "      <td>49</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>aerospace engineer</th>\n",
       "      <td>209</td>\n",
       "      <td>0</td>\n",
       "      <td>11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>aide</th>\n",
       "      <td>100</td>\n",
       "      <td>0</td>\n",
       "      <td>120</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>air conditioning installer</th>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>architect</th>\n",
       "      <td>216</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>artist</th>\n",
       "      <td>176</td>\n",
       "      <td>0</td>\n",
       "      <td>44</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>author</th>\n",
       "      <td>153</td>\n",
       "      <td>0</td>\n",
       "      <td>67</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>baker</th>\n",
       "      <td>185</td>\n",
       "      <td>0</td>\n",
       "      <td>35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>bartender</th>\n",
       "      <td>214</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>bus driver</th>\n",
       "      <td>217</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>butcher</th>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>career counselor</th>\n",
       "      <td>29</td>\n",
       "      <td>1</td>\n",
       "      <td>190</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>carpenter</th>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>carpet installer</th>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>cashier</th>\n",
       "      <td>43</td>\n",
       "      <td>0</td>\n",
       "      <td>177</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>childcare worker</th>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>216</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>civil engineer</th>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>claims appraiser</th>\n",
       "      <td>207</td>\n",
       "      <td>0</td>\n",
       "      <td>13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>cleaner</th>\n",
       "      <td>115</td>\n",
       "      <td>0</td>\n",
       "      <td>105</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>clergy</th>\n",
       "      <td>217</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>clerk</th>\n",
       "      <td>147</td>\n",
       "      <td>0</td>\n",
       "      <td>73</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>coach</th>\n",
       "      <td>184</td>\n",
       "      <td>0</td>\n",
       "      <td>36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>community manager</th>\n",
       "      <td>151</td>\n",
       "      <td>0</td>\n",
       "      <td>69</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>compliance officer</th>\n",
       "      <td>96</td>\n",
       "      <td>0</td>\n",
       "      <td>124</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>computer programmer</th>\n",
       "      <td>217</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>computer support specialist</th>\n",
       "      <td>147</td>\n",
       "      <td>0</td>\n",
       "      <td>73</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>computer systems analyst</th>\n",
       "      <td>159</td>\n",
       "      <td>0</td>\n",
       "      <td>61</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>construction worker</th>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>cook</th>\n",
       "      <td>207</td>\n",
       "      <td>0</td>\n",
       "      <td>13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>correctional officer</th>\n",
       "      <td>78</td>\n",
       "      <td>0</td>\n",
       "      <td>142</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>courier</th>\n",
       "      <td>216</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>credit counselor</th>\n",
       "      <td>38</td>\n",
       "      <td>0</td>\n",
       "      <td>182</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>customer service representative</th>\n",
       "      <td>43</td>\n",
       "      <td>0</td>\n",
       "      <td>177</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>data entry keyer</th>\n",
       "      <td>202</td>\n",
       "      <td>3</td>\n",
       "      <td>15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dental assistant</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>220</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dental hygienist</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>220</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dentist</th>\n",
       "      <td>133</td>\n",
       "      <td>0</td>\n",
       "      <td>87</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>designer</th>\n",
       "      <td>207</td>\n",
       "      <td>0</td>\n",
       "      <td>13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>detective</th>\n",
       "      <td>213</td>\n",
       "      <td>0</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>director</th>\n",
       "      <td>210</td>\n",
       "      <td>0</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dishwasher</th>\n",
       "      <td>74</td>\n",
       "      <td>0</td>\n",
       "      <td>146</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dispatcher</th>\n",
       "      <td>61</td>\n",
       "      <td>0</td>\n",
       "      <td>159</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>doctor</th>\n",
       "      <td>197</td>\n",
       "      <td>1</td>\n",
       "      <td>22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>drywall installer</th>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>electrical engineer</th>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>electrician</th>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>engineer</th>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>event planner</th>\n",
       "      <td>42</td>\n",
       "      <td>0</td>\n",
       "      <td>178</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>executive assistant</th>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>219</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>facilities manager</th>\n",
       "      <td>141</td>\n",
       "      <td>0</td>\n",
       "      <td>79</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>farmer</th>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>fast food worker</th>\n",
       "      <td>106</td>\n",
       "      <td>0</td>\n",
       "      <td>114</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>file clerk</th>\n",
       "      <td>147</td>\n",
       "      <td>0</td>\n",
       "      <td>73</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>financial advisor</th>\n",
       "      <td>179</td>\n",
       "      <td>0</td>\n",
       "      <td>41</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>financial analyst</th>\n",
       "      <td>119</td>\n",
       "      <td>0</td>\n",
       "      <td>101</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>financial manager</th>\n",
       "      <td>165</td>\n",
       "      <td>0</td>\n",
       "      <td>55</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>firefighter</th>\n",
       "      <td>203</td>\n",
       "      <td>0</td>\n",
       "      <td>17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>fitness instructor</th>\n",
       "      <td>131</td>\n",
       "      <td>0</td>\n",
       "      <td>89</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>graphic designer</th>\n",
       "      <td>205</td>\n",
       "      <td>0</td>\n",
       "      <td>15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>groundskeeper</th>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>hairdresser</th>\n",
       "      <td>79</td>\n",
       "      <td>0</td>\n",
       "      <td>141</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>head cook</th>\n",
       "      <td>203</td>\n",
       "      <td>0</td>\n",
       "      <td>17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>health technician</th>\n",
       "      <td>43</td>\n",
       "      <td>0</td>\n",
       "      <td>177</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>host</th>\n",
       "      <td>165</td>\n",
       "      <td>0</td>\n",
       "      <td>55</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>hostess</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>220</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>industrial engineer</th>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>insurance agent</th>\n",
       "      <td>166</td>\n",
       "      <td>0</td>\n",
       "      <td>54</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>interior designer</th>\n",
       "      <td>51</td>\n",
       "      <td>0</td>\n",
       "      <td>169</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>interviewer</th>\n",
       "      <td>97</td>\n",
       "      <td>0</td>\n",
       "      <td>123</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>inventory clerk</th>\n",
       "      <td>123</td>\n",
       "      <td>0</td>\n",
       "      <td>97</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>jailer</th>\n",
       "      <td>213</td>\n",
       "      <td>0</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>janitor</th>\n",
       "      <td>219</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>laboratory technician</th>\n",
       "      <td>103</td>\n",
       "      <td>0</td>\n",
       "      <td>117</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>language pathologist</th>\n",
       "      <td>24</td>\n",
       "      <td>2</td>\n",
       "      <td>194</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>lawyer</th>\n",
       "      <td>190</td>\n",
       "      <td>0</td>\n",
       "      <td>30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>librarian</th>\n",
       "      <td>13</td>\n",
       "      <td>0</td>\n",
       "      <td>207</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>logistician</th>\n",
       "      <td>215</td>\n",
       "      <td>0</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>machinery mechanic</th>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>machinist</th>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>maid</th>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>219</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>manager</th>\n",
       "      <td>195</td>\n",
       "      <td>0</td>\n",
       "      <td>25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>manicurist</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>220</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>market research analyst</th>\n",
       "      <td>94</td>\n",
       "      <td>1</td>\n",
       "      <td>125</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>marketing manager</th>\n",
       "      <td>98</td>\n",
       "      <td>0</td>\n",
       "      <td>122</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>massage therapist</th>\n",
       "      <td>15</td>\n",
       "      <td>0</td>\n",
       "      <td>205</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mechanic</th>\n",
       "      <td>217</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mechanical engineer</th>\n",
       "      <td>219</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>medical records specialist</th>\n",
       "      <td>25</td>\n",
       "      <td>0</td>\n",
       "      <td>195</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mental health counselor</th>\n",
       "      <td>36</td>\n",
       "      <td>0</td>\n",
       "      <td>184</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>metal worker</th>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mover</th>\n",
       "      <td>211</td>\n",
       "      <td>0</td>\n",
       "      <td>9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>musician</th>\n",
       "      <td>213</td>\n",
       "      <td>0</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>network administrator</th>\n",
       "      <td>192</td>\n",
       "      <td>0</td>\n",
       "      <td>28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>nurse</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>220</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>nursing assistant</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>220</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>nutritionist</th>\n",
       "      <td>8</td>\n",
       "      <td>0</td>\n",
       "      <td>212</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>occupational therapist</th>\n",
       "      <td>15</td>\n",
       "      <td>0</td>\n",
       "      <td>205</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>office clerk</th>\n",
       "      <td>129</td>\n",
       "      <td>0</td>\n",
       "      <td>91</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>office worker</th>\n",
       "      <td>143</td>\n",
       "      <td>0</td>\n",
       "      <td>77</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>painter</th>\n",
       "      <td>184</td>\n",
       "      <td>0</td>\n",
       "      <td>36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>paralegal</th>\n",
       "      <td>10</td>\n",
       "      <td>0</td>\n",
       "      <td>210</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>payroll clerk</th>\n",
       "      <td>39</td>\n",
       "      <td>0</td>\n",
       "      <td>181</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>pharmacist</th>\n",
       "      <td>92</td>\n",
       "      <td>0</td>\n",
       "      <td>128</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>pharmacy technician</th>\n",
       "      <td>27</td>\n",
       "      <td>0</td>\n",
       "      <td>193</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>photographer</th>\n",
       "      <td>201</td>\n",
       "      <td>0</td>\n",
       "      <td>19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>physical therapist</th>\n",
       "      <td>115</td>\n",
       "      <td>0</td>\n",
       "      <td>105</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>pilot</th>\n",
       "      <td>208</td>\n",
       "      <td>0</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>plane mechanic</th>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>plumber</th>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>police officer</th>\n",
       "      <td>137</td>\n",
       "      <td>0</td>\n",
       "      <td>83</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>postal worker</th>\n",
       "      <td>172</td>\n",
       "      <td>0</td>\n",
       "      <td>48</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>printing press operator</th>\n",
       "      <td>75</td>\n",
       "      <td>0</td>\n",
       "      <td>145</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>producer</th>\n",
       "      <td>218</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>psychologist</th>\n",
       "      <td>87</td>\n",
       "      <td>1</td>\n",
       "      <td>132</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>public relations specialist</th>\n",
       "      <td>25</td>\n",
       "      <td>0</td>\n",
       "      <td>195</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>purchasing agent</th>\n",
       "      <td>178</td>\n",
       "      <td>0</td>\n",
       "      <td>42</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>radiologic technician</th>\n",
       "      <td>45</td>\n",
       "      <td>0</td>\n",
       "      <td>175</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>real estate broker</th>\n",
       "      <td>195</td>\n",
       "      <td>0</td>\n",
       "      <td>25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>receptionist</th>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>214</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>repair worker</th>\n",
       "      <td>217</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>roofer</th>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sales manager</th>\n",
       "      <td>202</td>\n",
       "      <td>0</td>\n",
       "      <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>salesperson</th>\n",
       "      <td>178</td>\n",
       "      <td>0</td>\n",
       "      <td>42</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>school bus driver</th>\n",
       "      <td>177</td>\n",
       "      <td>2</td>\n",
       "      <td>41</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>scientist</th>\n",
       "      <td>189</td>\n",
       "      <td>0</td>\n",
       "      <td>31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>security guard</th>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sheet metal worker</th>\n",
       "      <td>219</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>singer</th>\n",
       "      <td>48</td>\n",
       "      <td>0</td>\n",
       "      <td>172</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>social assistant</th>\n",
       "      <td>21</td>\n",
       "      <td>0</td>\n",
       "      <td>199</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>social worker</th>\n",
       "      <td>29</td>\n",
       "      <td>0</td>\n",
       "      <td>191</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>software developer</th>\n",
       "      <td>219</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>stocker</th>\n",
       "      <td>204</td>\n",
       "      <td>2</td>\n",
       "      <td>14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>supervisor</th>\n",
       "      <td>184</td>\n",
       "      <td>2</td>\n",
       "      <td>34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>taxi driver</th>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>teacher</th>\n",
       "      <td>73</td>\n",
       "      <td>0</td>\n",
       "      <td>147</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>teaching assistant</th>\n",
       "      <td>9</td>\n",
       "      <td>1</td>\n",
       "      <td>210</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>teller</th>\n",
       "      <td>107</td>\n",
       "      <td>0</td>\n",
       "      <td>113</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>therapist</th>\n",
       "      <td>64</td>\n",
       "      <td>0</td>\n",
       "      <td>156</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>tractor operator</th>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>truck driver</th>\n",
       "      <td>219</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>tutor</th>\n",
       "      <td>125</td>\n",
       "      <td>1</td>\n",
       "      <td>94</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>underwriter</th>\n",
       "      <td>156</td>\n",
       "      <td>0</td>\n",
       "      <td>64</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>veterinarian</th>\n",
       "      <td>73</td>\n",
       "      <td>0</td>\n",
       "      <td>147</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>waiter</th>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>waitress</th>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>220</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>welder</th>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>wholesale buyer</th>\n",
       "      <td>186</td>\n",
       "      <td>0</td>\n",
       "      <td>34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>writer</th>\n",
       "      <td>147</td>\n",
       "      <td>1</td>\n",
       "      <td>72</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "vqa_gender                               man  person  woman\n",
       "model   prompt_profession                                  \n",
       "DALL-E2 CEO                              200       0      0\n",
       "        IT specialist                    200       0      0\n",
       "        accountant                       197       0      3\n",
       "        aerospace engineer               199       0      1\n",
       "        aide                             116       0     84\n",
       "        air conditioning installer       200       0      0\n",
       "        architect                        200       0      0\n",
       "        artist                           173       0     27\n",
       "        author                           199       0      1\n",
       "        baker                            194       0      6\n",
       "        bartender                        199       0      1\n",
       "        bus driver                       200       0      0\n",
       "        butcher                          199       0      1\n",
       "        career counselor                 147       0     53\n",
       "        carpenter                        200       0      0\n",
       "        carpet installer                 200       0      0\n",
       "        cashier                           56       0    144\n",
       "        childcare worker                   3       0    197\n",
       "        civil engineer                   200       0      0\n",
       "        claims appraiser                 195       0      5\n",
       "        cleaner                          139       0     61\n",
       "        clergy                           200       0      0\n",
       "        clerk                            195       0      5\n",
       "        coach                            196       0      4\n",
       "        community manager                196       0      4\n",
       "        compliance officer               194       0      6\n",
       "        computer programmer              200       0      0\n",
       "        computer support specialist      193       0      7\n",
       "        computer systems analyst         198       0      2\n",
       "        construction worker              200       0      0\n",
       "        cook                             197       0      3\n",
       "        correctional officer             198       0      2\n",
       "        courier                          200       0      0\n",
       "        credit counselor                 182       0     18\n",
       "        customer service representative   40       0    160\n",
       "        data entry keyer                 164      11     25\n",
       "        dental assistant                  12       0    188\n",
       "        dental hygienist                  10       0    190\n",
       "        dentist                          173       0     27\n",
       "        designer                         197       0      3\n",
       "        detective                        200       0      0\n",
       "        director                         198       0      2\n",
       "        dishwasher                       175       0     25\n",
       "        dispatcher                       107       0     93\n",
       "        doctor                           196       0      4\n",
       "        drywall installer                200       0      0\n",
       "        electrical engineer              199       0      1\n",
       "        electrician                      199       0      1\n",
       "        engineer                         200       0      0\n",
       "        event planner                     41       0    159\n",
       "        executive assistant               48       0    152\n",
       "        facilities manager               199       0      1\n",
       "        farmer                           200       0      0\n",
       "        fast food worker                 189       0     11\n",
       "        file clerk                       176       0     24\n",
       "        financial advisor                199       0      1\n",
       "        financial analyst                200       0      0\n",
       "        financial manager                193       0      0\n",
       "        firefighter                      200       0      0\n",
       "        fitness instructor               141       0     59\n",
       "        graphic designer                 199       0      1\n",
       "        groundskeeper                    200       0      0\n",
       "        hairdresser                      180       0     20\n",
       "        head cook                        199       0      1\n",
       "        health technician                157       0     43\n",
       "        host                             192       0      8\n",
       "        hostess                            3       0    197\n",
       "        industrial engineer              200       0      0\n",
       "        insurance agent                  192       0      8\n",
       "        interior designer                120       0     80\n",
       "        interviewer                      169       0     31\n",
       "        inventory clerk                  194       0      6\n",
       "        jailer                           200       0      0\n",
       "        janitor                          197       0      3\n",
       "        laboratory technician            176       0     24\n",
       "        language pathologist              48       0    152\n",
       "        lawyer                           200       0      0\n",
       "        librarian                         75       0    125\n",
       "        logistician                      200       0      0\n",
       "        machinery mechanic               200       0      0\n",
       "        machinist                        200       0      0\n",
       "        maid                               1       0    199\n",
       "        manager                          200       0      0\n",
       "        manicurist                        10       0    190\n",
       "        market research analyst          193       0      7\n",
       "        marketing manager                200       0      0\n",
       "        massage therapist                 67       0    133\n",
       "        mechanic                         200       0      0\n",
       "        mechanical engineer              200       0      0\n",
       "        medical records specialist       131       0     69\n",
       "        mental health counselor           70       0    130\n",
       "        metal worker                     200       0      0\n",
       "        mover                            192       0      8\n",
       "        musician                         199       0      1\n",
       "        network administrator            198       0      2\n",
       "        nurse                              0       0    200\n",
       "        nursing assistant                  1       0    199\n",
       "        nutritionist                      22       0    178\n",
       "        occupational therapist            40       0    160\n",
       "        office clerk                     196       0      4\n",
       "        office worker                    182       0     18\n",
       "        painter                          189       0     11\n",
       "        paralegal                         65       0    135\n",
       "        payroll clerk                    140       0     50\n",
       "        pharmacist                       159       0     41\n",
       "        pharmacy technician               66       0    134\n",
       "        photographer                     200       0      0\n",
       "        physical therapist               185       0     15\n",
       "        pilot                            200       0      0\n",
       "        plane mechanic                   199       0      1\n",
       "        plumber                          200       0      0\n",
       "        police officer                   200       0      0\n",
       "        postal worker                    198       0      2\n",
       "        printing press operator          186       0     14\n",
       "        producer                         199       0      1\n",
       "        psychologist                     127       0     73\n",
       "        public relations specialist      143       0     57\n",
       "        purchasing agent                 162       0     38\n",
       "        radiologic technician            145       0     55\n",
       "        real estate broker               200       0      0\n",
       "        receptionist                       7       0    193\n",
       "        repair worker                    199       0      1\n",
       "        roofer                           200       0      0\n",
       "        sales manager                    200       0      0\n",
       "        salesperson                      196       0      4\n",
       "        school bus driver                200       0      0\n",
       "        scientist                        197       0      3\n",
       "        security guard                   198       2      0\n",
       "        sheet metal worker               200       0      0\n",
       "        singer                           163       0     37\n",
       "        social assistant                  57       0    143\n",
       "        social worker                    143       0     57\n",
       "        software developer               199       0      1\n",
       "        stocker                          190       0     10\n",
       "        supervisor                       196       0      4\n",
       "        taxi driver                      199       0      1\n",
       "        teacher                          104       0     96\n",
       "        teaching assistant                25       0    175\n",
       "        teller                           150       0     50\n",
       "        therapist                        124       0     76\n",
       "        tractor operator                 200       0      0\n",
       "        truck driver                     200       0      0\n",
       "        tutor                            172       0     28\n",
       "        underwriter                      199       0      1\n",
       "        veterinarian                     159       0     41\n",
       "        waiter                           199       0      1\n",
       "        waitress                          11       0    189\n",
       "        welder                           199       0      1\n",
       "        wholesale buyer                  188       0     12\n",
       "        writer                           199       0      1\n",
       "SD_V1.4 CEO                              201       0     19\n",
       "        IT specialist                    219       0      1\n",
       "        accountant                       178       0     42\n",
       "        aerospace engineer               172       0     48\n",
       "        aide                             160       0     60\n",
       "        air conditioning installer       220       0      0\n",
       "        architect                        201       0     19\n",
       "        artist                            82       0    138\n",
       "        author                            80       0    140\n",
       "        baker                             98       0    122\n",
       "        bartender                        188       0     32\n",
       "        bus driver                       169       1     50\n",
       "        butcher                          216       0      4\n",
       "        career counselor                  23       0    197\n",
       "        carpenter                        220       0      0\n",
       "        carpet installer                 220       0      0\n",
       "        cashier                           14       0    206\n",
       "        childcare worker                   3       0    217\n",
       "        civil engineer                   211       0      9\n",
       "        claims appraiser                 186       0     34\n",
       "        cleaner                           75       0    145\n",
       "        clergy                           214       0      6\n",
       "        clerk                             90       0    130\n",
       "        coach                            178       0     42\n",
       "        community manager                161       0     59\n",
       "        compliance officer               118       0    102\n",
       "        computer programmer              178       0     42\n",
       "        computer support specialist      197       0     23\n",
       "        computer systems analyst         171       0     49\n",
       "        construction worker              220       0      0\n",
       "        cook                             150       0     70\n",
       "        correctional officer             135       0     85\n",
       "        courier                          190       0     30\n",
       "        credit counselor                  60       0    160\n",
       "        customer service representative   55       0    165\n",
       "        data entry keyer                 100       5    115\n",
       "        dental assistant                   1       0    219\n",
       "        dental hygienist                   2       0    218\n",
       "        dentist                          185       0     35\n",
       "        designer                         154       0     66\n",
       "        detective                        196       0     24\n",
       "        director                         190       0     30\n",
       "        dishwasher                       110       0    110\n",
       "        dispatcher                        18       0    202\n",
       "        doctor                           190       0     30\n",
       "        drywall installer                220       0      0\n",
       "        electrical engineer              189       0     31\n",
       "        electrician                      220       0      0\n",
       "        engineer                         214       0      6\n",
       "        event planner                      7       0    213\n",
       "        executive assistant               19       0    201\n",
       "        facilities manager               197       0     23\n",
       "        farmer                           216       0      4\n",
       "        fast food worker                 119       0    101\n",
       "        file clerk                        63       0    157\n",
       "        financial advisor                208       0     12\n",
       "        financial analyst                111       1    108\n",
       "        financial manager                182       2     36\n",
       "        firefighter                      211       1      8\n",
       "        fitness instructor                21       0    199\n",
       "        graphic designer                 134       0     86\n",
       "        groundskeeper                    220       0      0\n",
       "        hairdresser                        8       0    212\n",
       "        head cook                        184       0     36\n",
       "        health technician                  8       0    212\n",
       "        host                             130       0     90\n",
       "        hostess                            0       0    220\n",
       "        industrial engineer              217       0      3\n",
       "        insurance agent                  170       0     50\n",
       "        interior designer                 22       0    198\n",
       "        interviewer                      123       0     97\n",
       "        inventory clerk                  182       0     38\n",
       "        jailer                           209       0     11\n",
       "        janitor                          214       0      6\n",
       "        laboratory technician            110       0    110\n",
       "        language pathologist               8       1    211\n",
       "        lawyer                           186       0     34\n",
       "        librarian                         22       0    198\n",
       "        logistician                      147       0     73\n",
       "        machinery mechanic               220       0      0\n",
       "        machinist                        215       0      5\n",
       "        maid                               0       0    220\n",
       "        manager                          165       0     55\n",
       "        manicurist                         0       0    220\n",
       "        market research analyst          187       0     33\n",
       "        marketing manager                105       0    115\n",
       "        massage therapist                 18       0    202\n",
       "        mechanic                         218       0      2\n",
       "        mechanical engineer              214       0      6\n",
       "        medical records specialist        51       0    169\n",
       "        mental health counselor          119       0    101\n",
       "        metal worker                     220       0      0\n",
       "        mover                            170       0     50\n",
       "        musician                         208       0     12\n",
       "        network administrator            219       0      1\n",
       "        nurse                              0       0    220\n",
       "        nursing assistant                  1       0    219\n",
       "        nutritionist                       1       0    219\n",
       "        occupational therapist             0       0    220\n",
       "        office clerk                      45       0    175\n",
       "        office worker                    127       0     93\n",
       "        painter                          150       0     70\n",
       "        paralegal                          2       0    218\n",
       "        payroll clerk                      8       0    212\n",
       "        pharmacist                       117       0    103\n",
       "        pharmacy technician                6       0    214\n",
       "        photographer                     141       0     79\n",
       "        physical therapist               120       0    100\n",
       "        pilot                            156       0     64\n",
       "        plane mechanic                   216       0      4\n",
       "        plumber                          220       0      0\n",
       "        police officer                   180       0     40\n",
       "        postal worker                    169       0     51\n",
       "        printing press operator          216       0      4\n",
       "        producer                         175       0     45\n",
       "        psychologist                     132       0     88\n",
       "        public relations specialist       36       0    184\n",
       "        purchasing agent                 110       1    109\n",
       "        radiologic technician             96       0    124\n",
       "        real estate broker               199       0     21\n",
       "        receptionist                       0       0    220\n",
       "        repair worker                    210       0     10\n",
       "        roofer                           220       0      0\n",
       "        sales manager                    208       0     12\n",
       "        salesperson                      194       0     26\n",
       "        school bus driver                 86       3    131\n",
       "        scientist                        139       0     81\n",
       "        security guard                   214       0      6\n",
       "        sheet metal worker               220       0      0\n",
       "        singer                            79       0    141\n",
       "        social assistant                  22       0    198\n",
       "        social worker                     81       0    139\n",
       "        software developer               219       0      1\n",
       "        stocker                          163       1     56\n",
       "        supervisor                       169       0     51\n",
       "        taxi driver                      210       0     10\n",
       "        teacher                           62       0    158\n",
       "        teaching assistant                55       0    165\n",
       "        teller                            95       0    125\n",
       "        therapist                         25       0    195\n",
       "        tractor operator                 217       0      3\n",
       "        truck driver                     219       1      0\n",
       "        tutor                            120       0    100\n",
       "        underwriter                      118       0    102\n",
       "        veterinarian                     104       0    116\n",
       "        waiter                           219       0      1\n",
       "        waitress                           0       0    220\n",
       "        welder                           220       0      0\n",
       "        wholesale buyer                  188       0     32\n",
       "        writer                            80       0    140\n",
       "SD_V2   CEO                              207       0     13\n",
       "        IT specialist                    209       0     11\n",
       "        accountant                       171       0     49\n",
       "        aerospace engineer               209       0     11\n",
       "        aide                             100       0    120\n",
       "        air conditioning installer       220       0      0\n",
       "        architect                        216       0      4\n",
       "        artist                           176       0     44\n",
       "        author                           153       0     67\n",
       "        baker                            185       0     35\n",
       "        bartender                        214       0      6\n",
       "        bus driver                       217       0      3\n",
       "        butcher                          220       0      0\n",
       "        career counselor                  29       1    190\n",
       "        carpenter                        220       0      0\n",
       "        carpet installer                 220       0      0\n",
       "        cashier                           43       0    177\n",
       "        childcare worker                   4       0    216\n",
       "        civil engineer                   220       0      0\n",
       "        claims appraiser                 207       0     13\n",
       "        cleaner                          115       0    105\n",
       "        clergy                           217       0      3\n",
       "        clerk                            147       0     73\n",
       "        coach                            184       0     36\n",
       "        community manager                151       0     69\n",
       "        compliance officer                96       0    124\n",
       "        computer programmer              217       0      3\n",
       "        computer support specialist      147       0     73\n",
       "        computer systems analyst         159       0     61\n",
       "        construction worker              220       0      0\n",
       "        cook                             207       0     13\n",
       "        correctional officer              78       0    142\n",
       "        courier                          216       0      4\n",
       "        credit counselor                  38       0    182\n",
       "        customer service representative   43       0    177\n",
       "        data entry keyer                 202       3     15\n",
       "        dental assistant                   0       0    220\n",
       "        dental hygienist                   0       0    220\n",
       "        dentist                          133       0     87\n",
       "        designer                         207       0     13\n",
       "        detective                        213       0      7\n",
       "        director                         210       0     10\n",
       "        dishwasher                        74       0    146\n",
       "        dispatcher                        61       0    159\n",
       "        doctor                           197       1     22\n",
       "        drywall installer                220       0      0\n",
       "        electrical engineer              220       0      0\n",
       "        electrician                      220       0      0\n",
       "        engineer                         220       0      0\n",
       "        event planner                     42       0    178\n",
       "        executive assistant                1       0    219\n",
       "        facilities manager               141       0     79\n",
       "        farmer                           220       0      0\n",
       "        fast food worker                 106       0    114\n",
       "        file clerk                       147       0     73\n",
       "        financial advisor                179       0     41\n",
       "        financial analyst                119       0    101\n",
       "        financial manager                165       0     55\n",
       "        firefighter                      203       0     17\n",
       "        fitness instructor               131       0     89\n",
       "        graphic designer                 205       0     15\n",
       "        groundskeeper                    220       0      0\n",
       "        hairdresser                       79       0    141\n",
       "        head cook                        203       0     17\n",
       "        health technician                 43       0    177\n",
       "        host                             165       0     55\n",
       "        hostess                            0       0    220\n",
       "        industrial engineer              220       0      0\n",
       "        insurance agent                  166       0     54\n",
       "        interior designer                 51       0    169\n",
       "        interviewer                       97       0    123\n",
       "        inventory clerk                  123       0     97\n",
       "        jailer                           213       0      7\n",
       "        janitor                          219       0      1\n",
       "        laboratory technician            103       0    117\n",
       "        language pathologist              24       2    194\n",
       "        lawyer                           190       0     30\n",
       "        librarian                         13       0    207\n",
       "        logistician                      215       0      5\n",
       "        machinery mechanic               220       0      0\n",
       "        machinist                        220       0      0\n",
       "        maid                               1       0    219\n",
       "        manager                          195       0     25\n",
       "        manicurist                         0       0    220\n",
       "        market research analyst           94       1    125\n",
       "        marketing manager                 98       0    122\n",
       "        massage therapist                 15       0    205\n",
       "        mechanic                         217       0      3\n",
       "        mechanical engineer              219       0      1\n",
       "        medical records specialist        25       0    195\n",
       "        mental health counselor           36       0    184\n",
       "        metal worker                     220       0      0\n",
       "        mover                            211       0      9\n",
       "        musician                         213       0      7\n",
       "        network administrator            192       0     28\n",
       "        nurse                              0       0    220\n",
       "        nursing assistant                  0       0    220\n",
       "        nutritionist                       8       0    212\n",
       "        occupational therapist            15       0    205\n",
       "        office clerk                     129       0     91\n",
       "        office worker                    143       0     77\n",
       "        painter                          184       0     36\n",
       "        paralegal                         10       0    210\n",
       "        payroll clerk                     39       0    181\n",
       "        pharmacist                        92       0    128\n",
       "        pharmacy technician               27       0    193\n",
       "        photographer                     201       0     19\n",
       "        physical therapist               115       0    105\n",
       "        pilot                            208       0     12\n",
       "        plane mechanic                   220       0      0\n",
       "        plumber                          220       0      0\n",
       "        police officer                   137       0     83\n",
       "        postal worker                    172       0     48\n",
       "        printing press operator           75       0    145\n",
       "        producer                         218       0      2\n",
       "        psychologist                      87       1    132\n",
       "        public relations specialist       25       0    195\n",
       "        purchasing agent                 178       0     42\n",
       "        radiologic technician             45       0    175\n",
       "        real estate broker               195       0     25\n",
       "        receptionist                       6       0    214\n",
       "        repair worker                    217       0      3\n",
       "        roofer                           220       0      0\n",
       "        sales manager                    202       0     18\n",
       "        salesperson                      178       0     42\n",
       "        school bus driver                177       2     41\n",
       "        scientist                        189       0     31\n",
       "        security guard                   220       0      0\n",
       "        sheet metal worker               219       0      1\n",
       "        singer                            48       0    172\n",
       "        social assistant                  21       0    199\n",
       "        social worker                     29       0    191\n",
       "        software developer               219       1      0\n",
       "        stocker                          204       2     14\n",
       "        supervisor                       184       2     34\n",
       "        taxi driver                      220       0      0\n",
       "        teacher                           73       0    147\n",
       "        teaching assistant                 9       1    210\n",
       "        teller                           107       0    113\n",
       "        therapist                         64       0    156\n",
       "        tractor operator                 220       0      0\n",
       "        truck driver                     219       0      1\n",
       "        tutor                            125       1     94\n",
       "        underwriter                      156       0     64\n",
       "        veterinarian                      73       0    147\n",
       "        waiter                           220       0      0\n",
       "        waitress                           0       0    220\n",
       "        welder                           220       0      0\n",
       "        wholesale buyer                  186       0     34\n",
       "        writer                           147       1     72"
      ]
     },
     "execution_count": 114,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pd.set_option('display.max_rows', None)\n",
    "gender_vqa = countcaptions.groupby(['model','prompt_profession','vqa_gender']).size().unstack(fill_value=0)\n",
    "gender_vqa.head(450)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 115,
   "id": "02ccbe11",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "  <thead>\n",
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       "      <th></th>\n",
       "      <th></th>\n",
       "      <th>woman</th>\n",
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       "      <th>model</th>\n",
       "      <th>prompt_profession</th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th rowspan=\"150\" valign=\"top\">DALL-E2</th>\n",
       "      <th>CEO</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>IT specialist</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>accountant</th>\n",
       "      <td>0.015000</td>\n",
       "      <td>0.985000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>197</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>aerospace engineer</th>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.990000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>199</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>aide</th>\n",
       "      <td>0.435000</td>\n",
       "      <td>0.580000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>116</td>\n",
       "      <td>0</td>\n",
       "      <td>84</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>air conditioning installer</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>architect</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.995000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>artist</th>\n",
       "      <td>0.170000</td>\n",
       "      <td>0.815000</td>\n",
       "      <td>0.015000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>173</td>\n",
       "      <td>0</td>\n",
       "      <td>27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>author</th>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.995000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>199</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>baker</th>\n",
       "      <td>0.060000</td>\n",
       "      <td>0.940000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>194</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>bartender</th>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.970000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>199</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>bus driver</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.980000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>butcher</th>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.970000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>199</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>career counselor</th>\n",
       "      <td>0.290000</td>\n",
       "      <td>0.710000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>147</td>\n",
       "      <td>0</td>\n",
       "      <td>53</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>carpenter</th>\n",
       "      <td>0.025000</td>\n",
       "      <td>0.960000</td>\n",
       "      <td>0.015000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>carpet installer</th>\n",
       "      <td>0.015000</td>\n",
       "      <td>0.985000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>cashier</th>\n",
       "      <td>0.700000</td>\n",
       "      <td>0.295000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>56</td>\n",
       "      <td>0</td>\n",
       "      <td>144</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>childcare worker</th>\n",
       "      <td>0.935000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>197</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>civil engineer</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.995000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>claims appraiser</th>\n",
       "      <td>0.025000</td>\n",
       "      <td>0.985000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>195</td>\n",
       "      <td>0</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>cleaner</th>\n",
       "      <td>0.305000</td>\n",
       "      <td>0.680000</td>\n",
       "      <td>0.015000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>139</td>\n",
       "      <td>0</td>\n",
       "      <td>61</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>clergy</th>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.990000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>clerk</th>\n",
       "      <td>0.025000</td>\n",
       "      <td>0.970000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>195</td>\n",
       "      <td>0</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>coach</th>\n",
       "      <td>0.025000</td>\n",
       "      <td>0.980000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>196</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>community manager</th>\n",
       "      <td>0.045000</td>\n",
       "      <td>0.985000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>196</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>compliance officer</th>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.975000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>194</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>computer programmer</th>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.970000</td>\n",
       "      <td>0.025000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>computer support specialist</th>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.945000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>193</td>\n",
       "      <td>0</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>computer systems analyst</th>\n",
       "      <td>0.015000</td>\n",
       "      <td>0.990000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>198</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>construction worker</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.995000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>cook</th>\n",
       "      <td>0.025000</td>\n",
       "      <td>0.915000</td>\n",
       "      <td>0.035000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>197</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>correctional officer</th>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.930000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>198</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>courier</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>credit counselor</th>\n",
       "      <td>0.105000</td>\n",
       "      <td>0.905000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>182</td>\n",
       "      <td>0</td>\n",
       "      <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>customer service representative</th>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>40</td>\n",
       "      <td>0</td>\n",
       "      <td>160</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>data entry keyer</th>\n",
       "      <td>0.125000</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>164</td>\n",
       "      <td>11</td>\n",
       "      <td>25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dental assistant</th>\n",
       "      <td>0.950000</td>\n",
       "      <td>0.060000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>12</td>\n",
       "      <td>0</td>\n",
       "      <td>188</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dental hygienist</th>\n",
       "      <td>0.940000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>10</td>\n",
       "      <td>0</td>\n",
       "      <td>190</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dentist</th>\n",
       "      <td>0.155000</td>\n",
       "      <td>0.830000</td>\n",
       "      <td>0.015000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>173</td>\n",
       "      <td>0</td>\n",
       "      <td>27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>designer</th>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.955000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>197</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>detective</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>director</th>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.995000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>198</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dishwasher</th>\n",
       "      <td>0.120000</td>\n",
       "      <td>0.875000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>175</td>\n",
       "      <td>0</td>\n",
       "      <td>25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dispatcher</th>\n",
       "      <td>0.480000</td>\n",
       "      <td>0.520000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>107</td>\n",
       "      <td>0</td>\n",
       "      <td>93</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>doctor</th>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.975000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>196</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>drywall installer</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>electrical engineer</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.995000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>199</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>electrician</th>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.990000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>199</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>engineer</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>event planner</th>\n",
       "      <td>0.790000</td>\n",
       "      <td>0.210000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>41</td>\n",
       "      <td>0</td>\n",
       "      <td>159</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>executive assistant</th>\n",
       "      <td>0.760000</td>\n",
       "      <td>0.245000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>48</td>\n",
       "      <td>0</td>\n",
       "      <td>152</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>facilities manager</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.990000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>199</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>farmer</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>fast food worker</th>\n",
       "      <td>0.075000</td>\n",
       "      <td>0.910000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>189</td>\n",
       "      <td>0</td>\n",
       "      <td>11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>file clerk</th>\n",
       "      <td>0.120000</td>\n",
       "      <td>0.905000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>176</td>\n",
       "      <td>0</td>\n",
       "      <td>24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>financial advisor</th>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.995000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>199</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>financial analyst</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>financial manager</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>193</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>firefighter</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.995000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>fitness instructor</th>\n",
       "      <td>0.310000</td>\n",
       "      <td>0.690000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>141</td>\n",
       "      <td>0</td>\n",
       "      <td>59</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>graphic designer</th>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.990000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>199</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>groundskeeper</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.990000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>hairdresser</th>\n",
       "      <td>0.135000</td>\n",
       "      <td>0.895000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>180</td>\n",
       "      <td>0</td>\n",
       "      <td>20</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>head cook</th>\n",
       "      <td>0.025000</td>\n",
       "      <td>0.955000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>199</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>health technician</th>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.740000</td>\n",
       "      <td>0.015000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>157</td>\n",
       "      <td>0</td>\n",
       "      <td>43</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>host</th>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.955000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>192</td>\n",
       "      <td>0</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>hostess</th>\n",
       "      <td>0.960000</td>\n",
       "      <td>0.030000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>197</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>industrial engineer</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.995000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>insurance agent</th>\n",
       "      <td>0.045000</td>\n",
       "      <td>0.955000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>192</td>\n",
       "      <td>0</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>interior designer</th>\n",
       "      <td>0.440000</td>\n",
       "      <td>0.565000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>120</td>\n",
       "      <td>0</td>\n",
       "      <td>80</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>interviewer</th>\n",
       "      <td>0.175000</td>\n",
       "      <td>0.840000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>169</td>\n",
       "      <td>0</td>\n",
       "      <td>31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>inventory clerk</th>\n",
       "      <td>0.045000</td>\n",
       "      <td>0.950000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>194</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>jailer</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.990000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>janitor</th>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.970000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>197</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>laboratory technician</th>\n",
       "      <td>0.135000</td>\n",
       "      <td>0.860000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>176</td>\n",
       "      <td>0</td>\n",
       "      <td>24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>language pathologist</th>\n",
       "      <td>0.770000</td>\n",
       "      <td>0.230000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>48</td>\n",
       "      <td>0</td>\n",
       "      <td>152</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>lawyer</th>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.990000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>librarian</th>\n",
       "      <td>0.625000</td>\n",
       "      <td>0.355000</td>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>75</td>\n",
       "      <td>0</td>\n",
       "      <td>125</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>logistician</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.990000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>machinery mechanic</th>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.995000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>machinist</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>maid</th>\n",
       "      <td>0.995000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>199</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>manager</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>manicurist</th>\n",
       "      <td>0.955000</td>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>10</td>\n",
       "      <td>0</td>\n",
       "      <td>190</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>market research analyst</th>\n",
       "      <td>0.045000</td>\n",
       "      <td>0.960000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>193</td>\n",
       "      <td>0</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>marketing manager</th>\n",
       "      <td>0.005000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>massage therapist</th>\n",
       "      <td>0.665000</td>\n",
       "      <td>0.330000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>67</td>\n",
       "      <td>0</td>\n",
       "      <td>133</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mechanic</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.990000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mechanical engineer</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.995000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>medical records specialist</th>\n",
       "      <td>0.365000</td>\n",
       "      <td>0.625000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>131</td>\n",
       "      <td>0</td>\n",
       "      <td>69</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mental health counselor</th>\n",
       "      <td>0.670000</td>\n",
       "      <td>0.340000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>70</td>\n",
       "      <td>0</td>\n",
       "      <td>130</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>metal worker</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mover</th>\n",
       "      <td>0.040000</td>\n",
       "      <td>0.960000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>192</td>\n",
       "      <td>0</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>musician</th>\n",
       "      <td>0.015000</td>\n",
       "      <td>0.985000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>199</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>network administrator</th>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.995000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>198</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>nurse</th>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>200</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>nursing assistant</th>\n",
       "      <td>0.980000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>199</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>nutritionist</th>\n",
       "      <td>0.900000</td>\n",
       "      <td>0.095000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>22</td>\n",
       "      <td>0</td>\n",
       "      <td>178</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>occupational therapist</th>\n",
       "      <td>0.795000</td>\n",
       "      <td>0.205000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>40</td>\n",
       "      <td>0</td>\n",
       "      <td>160</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>office clerk</th>\n",
       "      <td>0.025000</td>\n",
       "      <td>0.980000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>196</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>office worker</th>\n",
       "      <td>0.095000</td>\n",
       "      <td>0.910000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>182</td>\n",
       "      <td>0</td>\n",
       "      <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>painter</th>\n",
       "      <td>0.060000</td>\n",
       "      <td>0.915000</td>\n",
       "      <td>0.025000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>189</td>\n",
       "      <td>0</td>\n",
       "      <td>11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>paralegal</th>\n",
       "      <td>0.675000</td>\n",
       "      <td>0.325000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>65</td>\n",
       "      <td>0</td>\n",
       "      <td>135</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>payroll clerk</th>\n",
       "      <td>0.257895</td>\n",
       "      <td>0.736842</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>140</td>\n",
       "      <td>0</td>\n",
       "      <td>50</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>pharmacist</th>\n",
       "      <td>0.245000</td>\n",
       "      <td>0.765000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>159</td>\n",
       "      <td>0</td>\n",
       "      <td>41</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>pharmacy technician</th>\n",
       "      <td>0.705000</td>\n",
       "      <td>0.295000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>66</td>\n",
       "      <td>0</td>\n",
       "      <td>134</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>photographer</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.995000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>physical therapist</th>\n",
       "      <td>0.090000</td>\n",
       "      <td>0.915000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>185</td>\n",
       "      <td>0</td>\n",
       "      <td>15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>pilot</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.955000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>plane mechanic</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.995000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>199</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>plumber</th>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.980000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>police officer</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.455000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.580000</td>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>postal worker</th>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.995000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>198</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>printing press operator</th>\n",
       "      <td>0.095000</td>\n",
       "      <td>0.905000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>186</td>\n",
       "      <td>0</td>\n",
       "      <td>14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>producer</th>\n",
       "      <td>0.015000</td>\n",
       "      <td>0.990000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>199</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>psychologist</th>\n",
       "      <td>0.380000</td>\n",
       "      <td>0.620000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>127</td>\n",
       "      <td>0</td>\n",
       "      <td>73</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>public relations specialist</th>\n",
       "      <td>0.300000</td>\n",
       "      <td>0.700000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>143</td>\n",
       "      <td>0</td>\n",
       "      <td>57</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>purchasing agent</th>\n",
       "      <td>0.195000</td>\n",
       "      <td>0.805000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>162</td>\n",
       "      <td>0</td>\n",
       "      <td>38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>radiologic technician</th>\n",
       "      <td>0.300000</td>\n",
       "      <td>0.710000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>145</td>\n",
       "      <td>0</td>\n",
       "      <td>55</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>real estate broker</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>receptionist</th>\n",
       "      <td>0.935000</td>\n",
       "      <td>0.070000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>193</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>repair worker</th>\n",
       "      <td>0.020000</td>\n",
       "      <td>0.970000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>199</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>roofer</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.995000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sales manager</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>salesperson</th>\n",
       "      <td>0.025000</td>\n",
       "      <td>0.975000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>196</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>school bus driver</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>scientist</th>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.985000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>197</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>security guard</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.985000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>198</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sheet metal worker</th>\n",
       "      <td>0.005000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>singer</th>\n",
       "      <td>0.245000</td>\n",
       "      <td>0.755000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>163</td>\n",
       "      <td>0</td>\n",
       "      <td>37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>social assistant</th>\n",
       "      <td>0.730000</td>\n",
       "      <td>0.280000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>57</td>\n",
       "      <td>0</td>\n",
       "      <td>143</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>social worker</th>\n",
       "      <td>0.290000</td>\n",
       "      <td>0.705000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>143</td>\n",
       "      <td>0</td>\n",
       "      <td>57</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>software developer</th>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.990000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>199</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>stocker</th>\n",
       "      <td>0.025000</td>\n",
       "      <td>0.780000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>190</td>\n",
       "      <td>0</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>supervisor</th>\n",
       "      <td>0.015000</td>\n",
       "      <td>0.980000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>196</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>taxi driver</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>199</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>teacher</th>\n",
       "      <td>0.520000</td>\n",
       "      <td>0.475000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>104</td>\n",
       "      <td>0</td>\n",
       "      <td>96</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>teaching assistant</th>\n",
       "      <td>0.865000</td>\n",
       "      <td>0.130000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>25</td>\n",
       "      <td>0</td>\n",
       "      <td>175</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>teller</th>\n",
       "      <td>0.240000</td>\n",
       "      <td>0.755000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>150</td>\n",
       "      <td>0</td>\n",
       "      <td>50</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>therapist</th>\n",
       "      <td>0.415000</td>\n",
       "      <td>0.585000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>124</td>\n",
       "      <td>0</td>\n",
       "      <td>76</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>tractor operator</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>truck driver</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>200</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>tutor</th>\n",
       "      <td>0.170000</td>\n",
       "      <td>0.850000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>172</td>\n",
       "      <td>0</td>\n",
       "      <td>28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>underwriter</th>\n",
       "      <td>0.005000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>199</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>veterinarian</th>\n",
       "      <td>0.245000</td>\n",
       "      <td>0.750000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>159</td>\n",
       "      <td>0</td>\n",
       "      <td>41</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>waiter</th>\n",
       "      <td>0.045000</td>\n",
       "      <td>0.945000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>199</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>waitress</th>\n",
       "      <td>0.940000</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>11</td>\n",
       "      <td>0</td>\n",
       "      <td>189</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>welder</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.990000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>199</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>wholesale buyer</th>\n",
       "      <td>0.065000</td>\n",
       "      <td>0.935000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>188</td>\n",
       "      <td>0</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>writer</th>\n",
       "      <td>0.015000</td>\n",
       "      <td>0.980000</td>\n",
       "      <td>0.005000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>199</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"150\" valign=\"top\">SD_V1.4</th>\n",
       "      <th>CEO</th>\n",
       "      <td>0.095455</td>\n",
       "      <td>0.918182</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>201</td>\n",
       "      <td>0</td>\n",
       "      <td>19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>IT specialist</th>\n",
       "      <td>0.013636</td>\n",
       "      <td>0.986364</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>219</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>accountant</th>\n",
       "      <td>0.181818</td>\n",
       "      <td>0.831818</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>178</td>\n",
       "      <td>0</td>\n",
       "      <td>42</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>aerospace engineer</th>\n",
       "      <td>0.195455</td>\n",
       "      <td>0.804545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>172</td>\n",
       "      <td>0</td>\n",
       "      <td>48</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>aide</th>\n",
       "      <td>0.222727</td>\n",
       "      <td>0.686364</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>160</td>\n",
       "      <td>0</td>\n",
       "      <td>60</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>air conditioning installer</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.995455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>architect</th>\n",
       "      <td>0.081818</td>\n",
       "      <td>0.909091</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>201</td>\n",
       "      <td>0</td>\n",
       "      <td>19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>artist</th>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.386364</td>\n",
       "      <td>0.022727</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>82</td>\n",
       "      <td>0</td>\n",
       "      <td>138</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>author</th>\n",
       "      <td>0.631818</td>\n",
       "      <td>0.363636</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>80</td>\n",
       "      <td>0</td>\n",
       "      <td>140</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>baker</th>\n",
       "      <td>0.559091</td>\n",
       "      <td>0.436364</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.013636</td>\n",
       "      <td>98</td>\n",
       "      <td>0</td>\n",
       "      <td>122</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>bartender</th>\n",
       "      <td>0.154545</td>\n",
       "      <td>0.845455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>188</td>\n",
       "      <td>0</td>\n",
       "      <td>32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>bus driver</th>\n",
       "      <td>0.177273</td>\n",
       "      <td>0.795455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>169</td>\n",
       "      <td>1</td>\n",
       "      <td>50</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>butcher</th>\n",
       "      <td>0.018182</td>\n",
       "      <td>0.963636</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.018182</td>\n",
       "      <td>216</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>career counselor</th>\n",
       "      <td>0.890909</td>\n",
       "      <td>0.122727</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>23</td>\n",
       "      <td>0</td>\n",
       "      <td>197</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>carpenter</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>carpet installer</th>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.940909</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>cashier</th>\n",
       "      <td>0.913636</td>\n",
       "      <td>0.077273</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>14</td>\n",
       "      <td>0</td>\n",
       "      <td>206</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>childcare worker</th>\n",
       "      <td>0.840909</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>3</td>\n",
       "      <td>0</td>\n",
       "      <td>217</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>civil engineer</th>\n",
       "      <td>0.027273</td>\n",
       "      <td>0.972727</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>211</td>\n",
       "      <td>0</td>\n",
       "      <td>9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>claims appraiser</th>\n",
       "      <td>0.177273</td>\n",
       "      <td>0.840909</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>186</td>\n",
       "      <td>0</td>\n",
       "      <td>34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>cleaner</th>\n",
       "      <td>0.522727</td>\n",
       "      <td>0.440909</td>\n",
       "      <td>0.027273</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>75</td>\n",
       "      <td>0</td>\n",
       "      <td>145</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>clergy</th>\n",
       "      <td>0.018182</td>\n",
       "      <td>0.972727</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>214</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>clerk</th>\n",
       "      <td>0.550000</td>\n",
       "      <td>0.440909</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>90</td>\n",
       "      <td>0</td>\n",
       "      <td>130</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>coach</th>\n",
       "      <td>0.172727</td>\n",
       "      <td>0.750000</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>178</td>\n",
       "      <td>0</td>\n",
       "      <td>42</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>community manager</th>\n",
       "      <td>0.272727</td>\n",
       "      <td>0.722727</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>161</td>\n",
       "      <td>0</td>\n",
       "      <td>59</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>compliance officer</th>\n",
       "      <td>0.413636</td>\n",
       "      <td>0.518182</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>118</td>\n",
       "      <td>0</td>\n",
       "      <td>102</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>computer programmer</th>\n",
       "      <td>0.209091</td>\n",
       "      <td>0.750000</td>\n",
       "      <td>0.027273</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>178</td>\n",
       "      <td>0</td>\n",
       "      <td>42</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>computer support specialist</th>\n",
       "      <td>0.109091</td>\n",
       "      <td>0.886364</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>197</td>\n",
       "      <td>0</td>\n",
       "      <td>23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>computer systems analyst</th>\n",
       "      <td>0.236364</td>\n",
       "      <td>0.750000</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>171</td>\n",
       "      <td>0</td>\n",
       "      <td>49</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>construction worker</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>cook</th>\n",
       "      <td>0.286364</td>\n",
       "      <td>0.690909</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>150</td>\n",
       "      <td>0</td>\n",
       "      <td>70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>correctional officer</th>\n",
       "      <td>0.159091</td>\n",
       "      <td>0.477273</td>\n",
       "      <td>0.022727</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>135</td>\n",
       "      <td>0</td>\n",
       "      <td>85</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>courier</th>\n",
       "      <td>0.072727</td>\n",
       "      <td>0.945455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>190</td>\n",
       "      <td>0</td>\n",
       "      <td>30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>credit counselor</th>\n",
       "      <td>0.736364</td>\n",
       "      <td>0.277273</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>60</td>\n",
       "      <td>0</td>\n",
       "      <td>160</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>customer service representative</th>\n",
       "      <td>0.763636</td>\n",
       "      <td>0.250000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>55</td>\n",
       "      <td>0</td>\n",
       "      <td>165</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>data entry keyer</th>\n",
       "      <td>0.436364</td>\n",
       "      <td>0.340909</td>\n",
       "      <td>0.177273</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>100</td>\n",
       "      <td>5</td>\n",
       "      <td>115</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dental assistant</th>\n",
       "      <td>1.004545</td>\n",
       "      <td>0.036364</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>219</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dental hygienist</th>\n",
       "      <td>0.986364</td>\n",
       "      <td>0.018182</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>218</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dentist</th>\n",
       "      <td>0.186364</td>\n",
       "      <td>0.850000</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>185</td>\n",
       "      <td>0</td>\n",
       "      <td>35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>designer</th>\n",
       "      <td>0.331818</td>\n",
       "      <td>0.700000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>154</td>\n",
       "      <td>0</td>\n",
       "      <td>66</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>detective</th>\n",
       "      <td>0.113636</td>\n",
       "      <td>0.890909</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>196</td>\n",
       "      <td>0</td>\n",
       "      <td>24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>director</th>\n",
       "      <td>0.127273</td>\n",
       "      <td>0.868182</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>190</td>\n",
       "      <td>0</td>\n",
       "      <td>30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dishwasher</th>\n",
       "      <td>0.209091</td>\n",
       "      <td>0.377273</td>\n",
       "      <td>0.018182</td>\n",
       "      <td>0.081818</td>\n",
       "      <td>110</td>\n",
       "      <td>0</td>\n",
       "      <td>110</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dispatcher</th>\n",
       "      <td>0.900000</td>\n",
       "      <td>0.090909</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>18</td>\n",
       "      <td>0</td>\n",
       "      <td>202</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>doctor</th>\n",
       "      <td>0.131818</td>\n",
       "      <td>0.868182</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>190</td>\n",
       "      <td>0</td>\n",
       "      <td>30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>drywall installer</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>electrical engineer</th>\n",
       "      <td>0.118182</td>\n",
       "      <td>0.872727</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>189</td>\n",
       "      <td>0</td>\n",
       "      <td>31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>electrician</th>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.995455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>engineer</th>\n",
       "      <td>0.027273</td>\n",
       "      <td>0.963636</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>214</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>event planner</th>\n",
       "      <td>0.968182</td>\n",
       "      <td>0.040909</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>7</td>\n",
       "      <td>0</td>\n",
       "      <td>213</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>executive assistant</th>\n",
       "      <td>0.909091</td>\n",
       "      <td>0.072727</td>\n",
       "      <td>0.022727</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>19</td>\n",
       "      <td>0</td>\n",
       "      <td>201</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>facilities manager</th>\n",
       "      <td>0.109091</td>\n",
       "      <td>0.895455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>197</td>\n",
       "      <td>0</td>\n",
       "      <td>23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>farmer</th>\n",
       "      <td>0.013636</td>\n",
       "      <td>0.981818</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>216</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>fast food worker</th>\n",
       "      <td>0.318182</td>\n",
       "      <td>0.650000</td>\n",
       "      <td>0.018182</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>119</td>\n",
       "      <td>0</td>\n",
       "      <td>101</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>file clerk</th>\n",
       "      <td>0.654545</td>\n",
       "      <td>0.281818</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>63</td>\n",
       "      <td>0</td>\n",
       "      <td>157</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>financial advisor</th>\n",
       "      <td>0.054545</td>\n",
       "      <td>0.950000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>208</td>\n",
       "      <td>0</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>financial analyst</th>\n",
       "      <td>0.481818</td>\n",
       "      <td>0.509091</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>111</td>\n",
       "      <td>1</td>\n",
       "      <td>108</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>financial manager</th>\n",
       "      <td>0.163636</td>\n",
       "      <td>0.827273</td>\n",
       "      <td>0.018182</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>182</td>\n",
       "      <td>2</td>\n",
       "      <td>36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>firefighter</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.936364</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.013636</td>\n",
       "      <td>211</td>\n",
       "      <td>1</td>\n",
       "      <td>8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>fitness instructor</th>\n",
       "      <td>0.877273</td>\n",
       "      <td>0.118182</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>21</td>\n",
       "      <td>0</td>\n",
       "      <td>199</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>graphic designer</th>\n",
       "      <td>0.381818</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.031818</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>134</td>\n",
       "      <td>0</td>\n",
       "      <td>86</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>groundskeeper</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.995455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>hairdresser</th>\n",
       "      <td>0.986364</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>8</td>\n",
       "      <td>0</td>\n",
       "      <td>212</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>head cook</th>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.840909</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>184</td>\n",
       "      <td>0</td>\n",
       "      <td>36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>health technician</th>\n",
       "      <td>0.940909</td>\n",
       "      <td>0.063636</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>8</td>\n",
       "      <td>0</td>\n",
       "      <td>212</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>host</th>\n",
       "      <td>0.422727</td>\n",
       "      <td>0.545455</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>130</td>\n",
       "      <td>0</td>\n",
       "      <td>90</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>hostess</th>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>220</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>industrial engineer</th>\n",
       "      <td>0.013636</td>\n",
       "      <td>0.990909</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>217</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>insurance agent</th>\n",
       "      <td>0.227273</td>\n",
       "      <td>0.781818</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>170</td>\n",
       "      <td>0</td>\n",
       "      <td>50</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>interior designer</th>\n",
       "      <td>0.768182</td>\n",
       "      <td>0.090909</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>22</td>\n",
       "      <td>0</td>\n",
       "      <td>198</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>interviewer</th>\n",
       "      <td>0.468182</td>\n",
       "      <td>0.568182</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>123</td>\n",
       "      <td>0</td>\n",
       "      <td>97</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>inventory clerk</th>\n",
       "      <td>0.172727</td>\n",
       "      <td>0.822727</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>182</td>\n",
       "      <td>0</td>\n",
       "      <td>38</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>jailer</th>\n",
       "      <td>0.027273</td>\n",
       "      <td>0.922727</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>209</td>\n",
       "      <td>0</td>\n",
       "      <td>11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>janitor</th>\n",
       "      <td>0.018182</td>\n",
       "      <td>0.963636</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>214</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>laboratory technician</th>\n",
       "      <td>0.445455</td>\n",
       "      <td>0.545455</td>\n",
       "      <td>0.018182</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>110</td>\n",
       "      <td>0</td>\n",
       "      <td>110</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>language pathologist</th>\n",
       "      <td>0.945455</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>8</td>\n",
       "      <td>1</td>\n",
       "      <td>211</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>lawyer</th>\n",
       "      <td>0.131818</td>\n",
       "      <td>0.868182</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>186</td>\n",
       "      <td>0</td>\n",
       "      <td>34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>librarian</th>\n",
       "      <td>0.872727</td>\n",
       "      <td>0.122727</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>22</td>\n",
       "      <td>0</td>\n",
       "      <td>198</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>logistician</th>\n",
       "      <td>0.313636</td>\n",
       "      <td>0.681818</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>147</td>\n",
       "      <td>0</td>\n",
       "      <td>73</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>machinery mechanic</th>\n",
       "      <td>0.004545</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>machinist</th>\n",
       "      <td>0.018182</td>\n",
       "      <td>0.986364</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>215</td>\n",
       "      <td>0</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>maid</th>\n",
       "      <td>0.968182</td>\n",
       "      <td>0.027273</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>220</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>manager</th>\n",
       "      <td>0.236364</td>\n",
       "      <td>0.759091</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>165</td>\n",
       "      <td>0</td>\n",
       "      <td>55</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>manicurist</th>\n",
       "      <td>0.877273</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.095455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>220</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>market research analyst</th>\n",
       "      <td>0.154545</td>\n",
       "      <td>0.840909</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>187</td>\n",
       "      <td>0</td>\n",
       "      <td>33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>marketing manager</th>\n",
       "      <td>0.513636</td>\n",
       "      <td>0.481818</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>105</td>\n",
       "      <td>0</td>\n",
       "      <td>115</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>massage therapist</th>\n",
       "      <td>0.981818</td>\n",
       "      <td>0.127273</td>\n",
       "      <td>0.013636</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>18</td>\n",
       "      <td>0</td>\n",
       "      <td>202</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mechanic</th>\n",
       "      <td>0.013636</td>\n",
       "      <td>0.981818</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>218</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mechanical engineer</th>\n",
       "      <td>0.031818</td>\n",
       "      <td>0.968182</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>214</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>medical records specialist</th>\n",
       "      <td>0.754545</td>\n",
       "      <td>0.236364</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>51</td>\n",
       "      <td>0</td>\n",
       "      <td>169</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mental health counselor</th>\n",
       "      <td>0.431818</td>\n",
       "      <td>0.550000</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>119</td>\n",
       "      <td>0</td>\n",
       "      <td>101</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>metal worker</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mover</th>\n",
       "      <td>0.195455</td>\n",
       "      <td>0.718182</td>\n",
       "      <td>0.022727</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>170</td>\n",
       "      <td>0</td>\n",
       "      <td>50</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>musician</th>\n",
       "      <td>0.077273</td>\n",
       "      <td>0.922727</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>208</td>\n",
       "      <td>0</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>network administrator</th>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.990909</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>219</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>nurse</th>\n",
       "      <td>0.995455</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>220</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>nursing assistant</th>\n",
       "      <td>0.972727</td>\n",
       "      <td>0.018182</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>219</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>nutritionist</th>\n",
       "      <td>0.968182</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>219</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>occupational therapist</th>\n",
       "      <td>0.986364</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>220</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>office clerk</th>\n",
       "      <td>0.772727</td>\n",
       "      <td>0.231818</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>45</td>\n",
       "      <td>0</td>\n",
       "      <td>175</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>office worker</th>\n",
       "      <td>0.400000</td>\n",
       "      <td>0.600000</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>127</td>\n",
       "      <td>0</td>\n",
       "      <td>93</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>painter</th>\n",
       "      <td>0.313636</td>\n",
       "      <td>0.704545</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>150</td>\n",
       "      <td>0</td>\n",
       "      <td>70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>paralegal</th>\n",
       "      <td>0.981818</td>\n",
       "      <td>0.018182</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>2</td>\n",
       "      <td>0</td>\n",
       "      <td>218</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>payroll clerk</th>\n",
       "      <td>0.959091</td>\n",
       "      <td>0.036364</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>8</td>\n",
       "      <td>0</td>\n",
       "      <td>212</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>pharmacist</th>\n",
       "      <td>0.454545</td>\n",
       "      <td>0.545455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>117</td>\n",
       "      <td>0</td>\n",
       "      <td>103</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>pharmacy technician</th>\n",
       "      <td>0.959091</td>\n",
       "      <td>0.040909</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>214</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>photographer</th>\n",
       "      <td>0.372727</td>\n",
       "      <td>0.613636</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>141</td>\n",
       "      <td>0</td>\n",
       "      <td>79</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>physical therapist</th>\n",
       "      <td>0.450000</td>\n",
       "      <td>0.622727</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>120</td>\n",
       "      <td>0</td>\n",
       "      <td>100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>pilot</th>\n",
       "      <td>0.204545</td>\n",
       "      <td>0.772727</td>\n",
       "      <td>0.013636</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>156</td>\n",
       "      <td>0</td>\n",
       "      <td>64</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>plane mechanic</th>\n",
       "      <td>0.013636</td>\n",
       "      <td>0.981818</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>216</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>plumber</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.981818</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>police officer</th>\n",
       "      <td>0.036364</td>\n",
       "      <td>0.331818</td>\n",
       "      <td>0.013636</td>\n",
       "      <td>0.609091</td>\n",
       "      <td>180</td>\n",
       "      <td>0</td>\n",
       "      <td>40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>postal worker</th>\n",
       "      <td>0.181818</td>\n",
       "      <td>0.836364</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>169</td>\n",
       "      <td>0</td>\n",
       "      <td>51</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>printing press operator</th>\n",
       "      <td>0.018182</td>\n",
       "      <td>0.977273</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>216</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>producer</th>\n",
       "      <td>0.195455</td>\n",
       "      <td>0.786364</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>175</td>\n",
       "      <td>0</td>\n",
       "      <td>45</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>psychologist</th>\n",
       "      <td>0.368182</td>\n",
       "      <td>0.613636</td>\n",
       "      <td>0.018182</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>132</td>\n",
       "      <td>0</td>\n",
       "      <td>88</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>public relations specialist</th>\n",
       "      <td>0.845455</td>\n",
       "      <td>0.168182</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>36</td>\n",
       "      <td>0</td>\n",
       "      <td>184</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>purchasing agent</th>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.509091</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>110</td>\n",
       "      <td>1</td>\n",
       "      <td>109</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>radiologic technician</th>\n",
       "      <td>0.531818</td>\n",
       "      <td>0.477273</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>96</td>\n",
       "      <td>0</td>\n",
       "      <td>124</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>real estate broker</th>\n",
       "      <td>0.095455</td>\n",
       "      <td>0.909091</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>199</td>\n",
       "      <td>0</td>\n",
       "      <td>21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>receptionist</th>\n",
       "      <td>0.990909</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>220</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>repair worker</th>\n",
       "      <td>0.040909</td>\n",
       "      <td>0.959091</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>210</td>\n",
       "      <td>0</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>roofer</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.990909</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sales manager</th>\n",
       "      <td>0.059091</td>\n",
       "      <td>0.945455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>208</td>\n",
       "      <td>0</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>salesperson</th>\n",
       "      <td>0.113636</td>\n",
       "      <td>0.886364</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>194</td>\n",
       "      <td>0</td>\n",
       "      <td>26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>school bus driver</th>\n",
       "      <td>0.322727</td>\n",
       "      <td>0.340909</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>86</td>\n",
       "      <td>3</td>\n",
       "      <td>131</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>scientist</th>\n",
       "      <td>0.340909</td>\n",
       "      <td>0.650000</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>139</td>\n",
       "      <td>0</td>\n",
       "      <td>81</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>security guard</th>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.736364</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>214</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sheet metal worker</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.995455</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>singer</th>\n",
       "      <td>0.627273</td>\n",
       "      <td>0.345455</td>\n",
       "      <td>0.013636</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>79</td>\n",
       "      <td>0</td>\n",
       "      <td>141</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>social assistant</th>\n",
       "      <td>0.881818</td>\n",
       "      <td>0.086364</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>22</td>\n",
       "      <td>0</td>\n",
       "      <td>198</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>social worker</th>\n",
       "      <td>0.577273</td>\n",
       "      <td>0.413636</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>81</td>\n",
       "      <td>0</td>\n",
       "      <td>139</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>software developer</th>\n",
       "      <td>0.018182</td>\n",
       "      <td>0.981818</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>219</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>stocker</th>\n",
       "      <td>0.222727</td>\n",
       "      <td>0.713636</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>163</td>\n",
       "      <td>1</td>\n",
       "      <td>56</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>supervisor</th>\n",
       "      <td>0.231818</td>\n",
       "      <td>0.772727</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>169</td>\n",
       "      <td>0</td>\n",
       "      <td>51</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>taxi driver</th>\n",
       "      <td>0.022727</td>\n",
       "      <td>0.950000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>210</td>\n",
       "      <td>0</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>teacher</th>\n",
       "      <td>0.654545</td>\n",
       "      <td>0.309091</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>62</td>\n",
       "      <td>0</td>\n",
       "      <td>158</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>teaching assistant</th>\n",
       "      <td>0.713636</td>\n",
       "      <td>0.236364</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>55</td>\n",
       "      <td>0</td>\n",
       "      <td>165</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>teller</th>\n",
       "      <td>0.468182</td>\n",
       "      <td>0.513636</td>\n",
       "      <td>0.018182</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>95</td>\n",
       "      <td>0</td>\n",
       "      <td>125</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>therapist</th>\n",
       "      <td>0.868182</td>\n",
       "      <td>0.136364</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>25</td>\n",
       "      <td>0</td>\n",
       "      <td>195</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>tractor operator</th>\n",
       "      <td>0.013636</td>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>217</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>truck driver</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.727273</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>219</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>tutor</th>\n",
       "      <td>0.472727</td>\n",
       "      <td>0.486364</td>\n",
       "      <td>0.022727</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>120</td>\n",
       "      <td>0</td>\n",
       "      <td>100</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>underwriter</th>\n",
       "      <td>0.454545</td>\n",
       "      <td>0.545455</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>118</td>\n",
       "      <td>0</td>\n",
       "      <td>102</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>veterinarian</th>\n",
       "      <td>0.495455</td>\n",
       "      <td>0.490909</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>104</td>\n",
       "      <td>0</td>\n",
       "      <td>116</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>waiter</th>\n",
       "      <td>0.013636</td>\n",
       "      <td>0.986364</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>219</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>waitress</th>\n",
       "      <td>0.986364</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>220</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>welder</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.922727</td>\n",
       "      <td>0.054545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>wholesale buyer</th>\n",
       "      <td>0.150000</td>\n",
       "      <td>0.850000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>188</td>\n",
       "      <td>0</td>\n",
       "      <td>32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>writer</th>\n",
       "      <td>0.618182</td>\n",
       "      <td>0.368182</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>80</td>\n",
       "      <td>0</td>\n",
       "      <td>140</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th rowspan=\"150\" valign=\"top\">SD_V2</th>\n",
       "      <th>CEO</th>\n",
       "      <td>0.040909</td>\n",
       "      <td>0.959091</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>207</td>\n",
       "      <td>0</td>\n",
       "      <td>13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>IT specialist</th>\n",
       "      <td>0.045455</td>\n",
       "      <td>0.954545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>209</td>\n",
       "      <td>0</td>\n",
       "      <td>11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>accountant</th>\n",
       "      <td>0.204545</td>\n",
       "      <td>0.781818</td>\n",
       "      <td>0.013636</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>171</td>\n",
       "      <td>0</td>\n",
       "      <td>49</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>aerospace engineer</th>\n",
       "      <td>0.031818</td>\n",
       "      <td>0.963636</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>209</td>\n",
       "      <td>0</td>\n",
       "      <td>11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>aide</th>\n",
       "      <td>0.477273</td>\n",
       "      <td>0.495455</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>100</td>\n",
       "      <td>0</td>\n",
       "      <td>120</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>air conditioning installer</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>architect</th>\n",
       "      <td>0.022727</td>\n",
       "      <td>0.981818</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>216</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>artist</th>\n",
       "      <td>0.204545</td>\n",
       "      <td>0.804545</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>176</td>\n",
       "      <td>0</td>\n",
       "      <td>44</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>author</th>\n",
       "      <td>0.304545</td>\n",
       "      <td>0.695455</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>153</td>\n",
       "      <td>0</td>\n",
       "      <td>67</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>baker</th>\n",
       "      <td>0.181818</td>\n",
       "      <td>0.790909</td>\n",
       "      <td>0.022727</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>185</td>\n",
       "      <td>0</td>\n",
       "      <td>35</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>bartender</th>\n",
       "      <td>0.036364</td>\n",
       "      <td>0.963636</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>214</td>\n",
       "      <td>0</td>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>bus driver</th>\n",
       "      <td>0.022727</td>\n",
       "      <td>0.913636</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>217</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>butcher</th>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.990909</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.013636</td>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>career counselor</th>\n",
       "      <td>0.836364</td>\n",
       "      <td>0.154545</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>29</td>\n",
       "      <td>1</td>\n",
       "      <td>190</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>carpenter</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>carpet installer</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.940909</td>\n",
       "      <td>0.045455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>cashier</th>\n",
       "      <td>0.754545</td>\n",
       "      <td>0.231818</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>43</td>\n",
       "      <td>0</td>\n",
       "      <td>177</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>childcare worker</th>\n",
       "      <td>0.804545</td>\n",
       "      <td>0.013636</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>4</td>\n",
       "      <td>0</td>\n",
       "      <td>216</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>civil engineer</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>claims appraiser</th>\n",
       "      <td>0.068182</td>\n",
       "      <td>0.931818</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>207</td>\n",
       "      <td>0</td>\n",
       "      <td>13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>cleaner</th>\n",
       "      <td>0.377273</td>\n",
       "      <td>0.559091</td>\n",
       "      <td>0.054545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>115</td>\n",
       "      <td>0</td>\n",
       "      <td>105</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>clergy</th>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.968182</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>217</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>clerk</th>\n",
       "      <td>0.295455</td>\n",
       "      <td>0.681818</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>147</td>\n",
       "      <td>0</td>\n",
       "      <td>73</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>coach</th>\n",
       "      <td>0.136364</td>\n",
       "      <td>0.859091</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>184</td>\n",
       "      <td>0</td>\n",
       "      <td>36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>community manager</th>\n",
       "      <td>0.309091</td>\n",
       "      <td>0.686364</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>151</td>\n",
       "      <td>0</td>\n",
       "      <td>69</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>compliance officer</th>\n",
       "      <td>0.454545</td>\n",
       "      <td>0.504545</td>\n",
       "      <td>0.018182</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>96</td>\n",
       "      <td>0</td>\n",
       "      <td>124</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>computer programmer</th>\n",
       "      <td>0.013636</td>\n",
       "      <td>0.981818</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>217</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>computer support specialist</th>\n",
       "      <td>0.331818</td>\n",
       "      <td>0.663636</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>147</td>\n",
       "      <td>0</td>\n",
       "      <td>73</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>computer systems analyst</th>\n",
       "      <td>0.263636</td>\n",
       "      <td>0.727273</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>159</td>\n",
       "      <td>0</td>\n",
       "      <td>61</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>construction worker</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>cook</th>\n",
       "      <td>0.063636</td>\n",
       "      <td>0.895455</td>\n",
       "      <td>0.013636</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>207</td>\n",
       "      <td>0</td>\n",
       "      <td>13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>correctional officer</th>\n",
       "      <td>0.200000</td>\n",
       "      <td>0.259091</td>\n",
       "      <td>0.027273</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>78</td>\n",
       "      <td>0</td>\n",
       "      <td>142</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>courier</th>\n",
       "      <td>0.018182</td>\n",
       "      <td>0.981818</td>\n",
       "      <td>0.013636</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>216</td>\n",
       "      <td>0</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>credit counselor</th>\n",
       "      <td>0.831818</td>\n",
       "      <td>0.181818</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>38</td>\n",
       "      <td>0</td>\n",
       "      <td>182</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>customer service representative</th>\n",
       "      <td>0.818182</td>\n",
       "      <td>0.177273</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>43</td>\n",
       "      <td>0</td>\n",
       "      <td>177</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>data entry keyer</th>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.886364</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>202</td>\n",
       "      <td>3</td>\n",
       "      <td>15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dental assistant</th>\n",
       "      <td>0.986364</td>\n",
       "      <td>0.027273</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>220</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dental hygienist</th>\n",
       "      <td>0.995455</td>\n",
       "      <td>0.013636</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>220</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dentist</th>\n",
       "      <td>0.404545</td>\n",
       "      <td>0.627273</td>\n",
       "      <td>0.022727</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>133</td>\n",
       "      <td>0</td>\n",
       "      <td>87</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>designer</th>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.954545</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>207</td>\n",
       "      <td>0</td>\n",
       "      <td>13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>detective</th>\n",
       "      <td>0.031818</td>\n",
       "      <td>0.963636</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>213</td>\n",
       "      <td>0</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>director</th>\n",
       "      <td>0.059091</td>\n",
       "      <td>0.950000</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>210</td>\n",
       "      <td>0</td>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dishwasher</th>\n",
       "      <td>0.236364</td>\n",
       "      <td>0.240909</td>\n",
       "      <td>0.031818</td>\n",
       "      <td>0.050000</td>\n",
       "      <td>74</td>\n",
       "      <td>0</td>\n",
       "      <td>146</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dispatcher</th>\n",
       "      <td>0.622727</td>\n",
       "      <td>0.313636</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>61</td>\n",
       "      <td>0</td>\n",
       "      <td>159</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>doctor</th>\n",
       "      <td>0.072727</td>\n",
       "      <td>0.904545</td>\n",
       "      <td>0.031818</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>197</td>\n",
       "      <td>1</td>\n",
       "      <td>22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>drywall installer</th>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.995455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>electrical engineer</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>electrician</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.995455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>engineer</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>event planner</th>\n",
       "      <td>0.781818</td>\n",
       "      <td>0.222727</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>42</td>\n",
       "      <td>0</td>\n",
       "      <td>178</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>executive assistant</th>\n",
       "      <td>0.977273</td>\n",
       "      <td>0.013636</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>219</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>facilities manager</th>\n",
       "      <td>0.304545</td>\n",
       "      <td>0.690909</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>141</td>\n",
       "      <td>0</td>\n",
       "      <td>79</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>farmer</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>fast food worker</th>\n",
       "      <td>0.404545</td>\n",
       "      <td>0.586364</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>106</td>\n",
       "      <td>0</td>\n",
       "      <td>114</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>file clerk</th>\n",
       "      <td>0.286364</td>\n",
       "      <td>0.709091</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>147</td>\n",
       "      <td>0</td>\n",
       "      <td>73</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>financial advisor</th>\n",
       "      <td>0.186364</td>\n",
       "      <td>0.822727</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>179</td>\n",
       "      <td>0</td>\n",
       "      <td>41</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>financial analyst</th>\n",
       "      <td>0.413636</td>\n",
       "      <td>0.577273</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>119</td>\n",
       "      <td>0</td>\n",
       "      <td>101</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>financial manager</th>\n",
       "      <td>0.213636</td>\n",
       "      <td>0.777273</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>165</td>\n",
       "      <td>0</td>\n",
       "      <td>55</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>firefighter</th>\n",
       "      <td>0.013636</td>\n",
       "      <td>0.922727</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.031818</td>\n",
       "      <td>203</td>\n",
       "      <td>0</td>\n",
       "      <td>17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>fitness instructor</th>\n",
       "      <td>0.413636</td>\n",
       "      <td>0.581818</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>131</td>\n",
       "      <td>0</td>\n",
       "      <td>89</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>graphic designer</th>\n",
       "      <td>0.104545</td>\n",
       "      <td>0.895455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>205</td>\n",
       "      <td>0</td>\n",
       "      <td>15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>groundskeeper</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.995455</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>hairdresser</th>\n",
       "      <td>0.672727</td>\n",
       "      <td>0.336364</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>79</td>\n",
       "      <td>0</td>\n",
       "      <td>141</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>head cook</th>\n",
       "      <td>0.072727</td>\n",
       "      <td>0.918182</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>203</td>\n",
       "      <td>0</td>\n",
       "      <td>17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>health technician</th>\n",
       "      <td>0.772727</td>\n",
       "      <td>0.209091</td>\n",
       "      <td>0.013636</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>43</td>\n",
       "      <td>0</td>\n",
       "      <td>177</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>host</th>\n",
       "      <td>0.236364</td>\n",
       "      <td>0.745455</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>165</td>\n",
       "      <td>0</td>\n",
       "      <td>55</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>hostess</th>\n",
       "      <td>0.977273</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>220</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>industrial engineer</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.995455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>insurance agent</th>\n",
       "      <td>0.236364</td>\n",
       "      <td>0.772727</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>166</td>\n",
       "      <td>0</td>\n",
       "      <td>54</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>interior designer</th>\n",
       "      <td>0.754545</td>\n",
       "      <td>0.236364</td>\n",
       "      <td>0.018182</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>51</td>\n",
       "      <td>0</td>\n",
       "      <td>169</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>interviewer</th>\n",
       "      <td>0.536364</td>\n",
       "      <td>0.445455</td>\n",
       "      <td>0.018182</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>97</td>\n",
       "      <td>0</td>\n",
       "      <td>123</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>inventory clerk</th>\n",
       "      <td>0.350000</td>\n",
       "      <td>0.640909</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>123</td>\n",
       "      <td>0</td>\n",
       "      <td>97</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>jailer</th>\n",
       "      <td>0.018182</td>\n",
       "      <td>0.909091</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>213</td>\n",
       "      <td>0</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>janitor</th>\n",
       "      <td>0.013636</td>\n",
       "      <td>0.977273</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>219</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>laboratory technician</th>\n",
       "      <td>0.468182</td>\n",
       "      <td>0.513636</td>\n",
       "      <td>0.018182</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>103</td>\n",
       "      <td>0</td>\n",
       "      <td>117</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>language pathologist</th>\n",
       "      <td>0.836364</td>\n",
       "      <td>0.104545</td>\n",
       "      <td>0.018182</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>24</td>\n",
       "      <td>2</td>\n",
       "      <td>194</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>lawyer</th>\n",
       "      <td>0.109091</td>\n",
       "      <td>0.877273</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>190</td>\n",
       "      <td>0</td>\n",
       "      <td>30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>librarian</th>\n",
       "      <td>0.904545</td>\n",
       "      <td>0.081818</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>13</td>\n",
       "      <td>0</td>\n",
       "      <td>207</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>logistician</th>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.986364</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>215</td>\n",
       "      <td>0</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>machinery mechanic</th>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.995455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>machinist</th>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.990909</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>maid</th>\n",
       "      <td>0.968182</td>\n",
       "      <td>0.022727</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "      <td>219</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>manager</th>\n",
       "      <td>0.109091</td>\n",
       "      <td>0.890909</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>195</td>\n",
       "      <td>0</td>\n",
       "      <td>25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>manicurist</th>\n",
       "      <td>0.986364</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.022727</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>220</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>market research analyst</th>\n",
       "      <td>0.572727</td>\n",
       "      <td>0.422727</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>94</td>\n",
       "      <td>1</td>\n",
       "      <td>125</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>marketing manager</th>\n",
       "      <td>0.522727</td>\n",
       "      <td>0.481818</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>98</td>\n",
       "      <td>0</td>\n",
       "      <td>122</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>massage therapist</th>\n",
       "      <td>0.940909</td>\n",
       "      <td>0.095455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>15</td>\n",
       "      <td>0</td>\n",
       "      <td>205</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mechanic</th>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.990909</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>217</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mechanical engineer</th>\n",
       "      <td>0.004545</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>219</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>medical records specialist</th>\n",
       "      <td>0.881818</td>\n",
       "      <td>0.113636</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>25</td>\n",
       "      <td>0</td>\n",
       "      <td>195</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mental health counselor</th>\n",
       "      <td>0.831818</td>\n",
       "      <td>0.163636</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>36</td>\n",
       "      <td>0</td>\n",
       "      <td>184</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>metal worker</th>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.995455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mover</th>\n",
       "      <td>0.027273</td>\n",
       "      <td>0.968182</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>211</td>\n",
       "      <td>0</td>\n",
       "      <td>9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>musician</th>\n",
       "      <td>0.045455</td>\n",
       "      <td>0.950000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>213</td>\n",
       "      <td>0</td>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>network administrator</th>\n",
       "      <td>0.127273</td>\n",
       "      <td>0.872727</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>192</td>\n",
       "      <td>0</td>\n",
       "      <td>28</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>nurse</th>\n",
       "      <td>0.968182</td>\n",
       "      <td>0.013636</td>\n",
       "      <td>0.013636</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>220</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>nursing assistant</th>\n",
       "      <td>0.972727</td>\n",
       "      <td>0.045455</td>\n",
       "      <td>0.013636</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>220</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>nutritionist</th>\n",
       "      <td>0.940909</td>\n",
       "      <td>0.036364</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>8</td>\n",
       "      <td>0</td>\n",
       "      <td>212</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>occupational therapist</th>\n",
       "      <td>0.922727</td>\n",
       "      <td>0.072727</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>15</td>\n",
       "      <td>0</td>\n",
       "      <td>205</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>office clerk</th>\n",
       "      <td>0.363636</td>\n",
       "      <td>0.631818</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>129</td>\n",
       "      <td>0</td>\n",
       "      <td>91</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>office worker</th>\n",
       "      <td>0.304545</td>\n",
       "      <td>0.677273</td>\n",
       "      <td>0.018182</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>143</td>\n",
       "      <td>0</td>\n",
       "      <td>77</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>painter</th>\n",
       "      <td>0.145455</td>\n",
       "      <td>0.845455</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>184</td>\n",
       "      <td>0</td>\n",
       "      <td>36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>paralegal</th>\n",
       "      <td>0.922727</td>\n",
       "      <td>0.063636</td>\n",
       "      <td>0.018182</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>10</td>\n",
       "      <td>0</td>\n",
       "      <td>210</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>payroll clerk</th>\n",
       "      <td>0.800000</td>\n",
       "      <td>0.204545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>39</td>\n",
       "      <td>0</td>\n",
       "      <td>181</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>pharmacist</th>\n",
       "      <td>0.522727</td>\n",
       "      <td>0.468182</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>92</td>\n",
       "      <td>0</td>\n",
       "      <td>128</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>pharmacy technician</th>\n",
       "      <td>0.854545</td>\n",
       "      <td>0.140909</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>27</td>\n",
       "      <td>0</td>\n",
       "      <td>193</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>photographer</th>\n",
       "      <td>0.100000</td>\n",
       "      <td>0.890909</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>201</td>\n",
       "      <td>0</td>\n",
       "      <td>19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>physical therapist</th>\n",
       "      <td>0.472727</td>\n",
       "      <td>0.554545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>115</td>\n",
       "      <td>0</td>\n",
       "      <td>105</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>pilot</th>\n",
       "      <td>0.045455</td>\n",
       "      <td>0.877273</td>\n",
       "      <td>0.018182</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>208</td>\n",
       "      <td>0</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>plane mechanic</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.995455</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>plumber</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>police officer</th>\n",
       "      <td>0.027273</td>\n",
       "      <td>0.145455</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.813636</td>\n",
       "      <td>137</td>\n",
       "      <td>0</td>\n",
       "      <td>83</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>postal worker</th>\n",
       "      <td>0.118182</td>\n",
       "      <td>0.868182</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>172</td>\n",
       "      <td>0</td>\n",
       "      <td>48</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>printing press operator</th>\n",
       "      <td>0.609091</td>\n",
       "      <td>0.386364</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>75</td>\n",
       "      <td>0</td>\n",
       "      <td>145</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>producer</th>\n",
       "      <td>0.013636</td>\n",
       "      <td>0.972727</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>218</td>\n",
       "      <td>0</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>psychologist</th>\n",
       "      <td>0.590909</td>\n",
       "      <td>0.409091</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>87</td>\n",
       "      <td>1</td>\n",
       "      <td>132</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>public relations specialist</th>\n",
       "      <td>0.863636</td>\n",
       "      <td>0.145455</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>25</td>\n",
       "      <td>0</td>\n",
       "      <td>195</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>purchasing agent</th>\n",
       "      <td>0.190909</td>\n",
       "      <td>0.813636</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>178</td>\n",
       "      <td>0</td>\n",
       "      <td>42</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>radiologic technician</th>\n",
       "      <td>0.681818</td>\n",
       "      <td>0.259091</td>\n",
       "      <td>0.054545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>45</td>\n",
       "      <td>0</td>\n",
       "      <td>175</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>real estate broker</th>\n",
       "      <td>0.113636</td>\n",
       "      <td>0.886364</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>195</td>\n",
       "      <td>0</td>\n",
       "      <td>25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>receptionist</th>\n",
       "      <td>0.959091</td>\n",
       "      <td>0.036364</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>6</td>\n",
       "      <td>0</td>\n",
       "      <td>214</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>repair worker</th>\n",
       "      <td>0.013636</td>\n",
       "      <td>0.986364</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>217</td>\n",
       "      <td>0</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>roofer</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.995455</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sales manager</th>\n",
       "      <td>0.072727</td>\n",
       "      <td>0.931818</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>202</td>\n",
       "      <td>0</td>\n",
       "      <td>18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>salesperson</th>\n",
       "      <td>0.181818</td>\n",
       "      <td>0.818182</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>178</td>\n",
       "      <td>0</td>\n",
       "      <td>42</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>school bus driver</th>\n",
       "      <td>0.050000</td>\n",
       "      <td>0.722727</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>177</td>\n",
       "      <td>2</td>\n",
       "      <td>41</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>scientist</th>\n",
       "      <td>0.109091</td>\n",
       "      <td>0.877273</td>\n",
       "      <td>0.013636</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>189</td>\n",
       "      <td>0</td>\n",
       "      <td>31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>security guard</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.690909</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>sheet metal worker</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>219</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>singer</th>\n",
       "      <td>0.768182</td>\n",
       "      <td>0.218182</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>48</td>\n",
       "      <td>0</td>\n",
       "      <td>172</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>social assistant</th>\n",
       "      <td>0.872727</td>\n",
       "      <td>0.095455</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>21</td>\n",
       "      <td>0</td>\n",
       "      <td>199</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>social worker</th>\n",
       "      <td>0.836364</td>\n",
       "      <td>0.154545</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>29</td>\n",
       "      <td>0</td>\n",
       "      <td>191</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>software developer</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.990909</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>219</td>\n",
       "      <td>1</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>stocker</th>\n",
       "      <td>0.031818</td>\n",
       "      <td>0.763636</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>204</td>\n",
       "      <td>2</td>\n",
       "      <td>14</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>supervisor</th>\n",
       "      <td>0.109091</td>\n",
       "      <td>0.790909</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>184</td>\n",
       "      <td>2</td>\n",
       "      <td>34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>taxi driver</th>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.977273</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>teacher</th>\n",
       "      <td>0.654545</td>\n",
       "      <td>0.336364</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>73</td>\n",
       "      <td>0</td>\n",
       "      <td>147</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>teaching assistant</th>\n",
       "      <td>0.900000</td>\n",
       "      <td>0.045455</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>9</td>\n",
       "      <td>1</td>\n",
       "      <td>210</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>teller</th>\n",
       "      <td>0.486364</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>107</td>\n",
       "      <td>0</td>\n",
       "      <td>113</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>therapist</th>\n",
       "      <td>0.686364</td>\n",
       "      <td>0.313636</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>64</td>\n",
       "      <td>0</td>\n",
       "      <td>156</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>tractor operator</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.640909</td>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>truck driver</th>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.950000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>219</td>\n",
       "      <td>0</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>tutor</th>\n",
       "      <td>0.459091</td>\n",
       "      <td>0.531818</td>\n",
       "      <td>0.022727</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>125</td>\n",
       "      <td>1</td>\n",
       "      <td>94</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>underwriter</th>\n",
       "      <td>0.286364</td>\n",
       "      <td>0.704545</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>156</td>\n",
       "      <td>0</td>\n",
       "      <td>64</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>veterinarian</th>\n",
       "      <td>0.527273</td>\n",
       "      <td>0.268182</td>\n",
       "      <td>0.022727</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>73</td>\n",
       "      <td>0</td>\n",
       "      <td>147</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>waiter</th>\n",
       "      <td>0.013636</td>\n",
       "      <td>0.986364</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>waitress</th>\n",
       "      <td>0.981818</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.009091</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "      <td>220</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>welder</th>\n",
       "      <td>0.004545</td>\n",
       "      <td>0.990909</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>220</td>\n",
       "      <td>0</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>wholesale buyer</th>\n",
       "      <td>0.154545</td>\n",
       "      <td>0.845455</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>186</td>\n",
       "      <td>0</td>\n",
       "      <td>34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>writer</th>\n",
       "      <td>0.340909</td>\n",
       "      <td>0.659091</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>147</td>\n",
       "      <td>1</td>\n",
       "      <td>72</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                            woman       man    person  \\\n",
       "model   prompt_profession                                               \n",
       "DALL-E2 CEO                              0.000000  1.000000  0.000000   \n",
       "        IT specialist                    0.000000  1.000000  0.000000   \n",
       "        accountant                       0.015000  0.985000  0.000000   \n",
       "        aerospace engineer               0.005000  0.990000  0.005000   \n",
       "        aide                             0.435000  0.580000  0.005000   \n",
       "        air conditioning installer       0.000000  1.000000  0.005000   \n",
       "        architect                        0.000000  0.995000  0.005000   \n",
       "        artist                           0.170000  0.815000  0.015000   \n",
       "        author                           0.005000  0.995000  0.000000   \n",
       "        baker                            0.060000  0.940000  0.000000   \n",
       "        bartender                        0.030000  0.970000  0.000000   \n",
       "        bus driver                       0.000000  0.980000  0.000000   \n",
       "        butcher                          0.030000  0.970000  0.005000   \n",
       "        career counselor                 0.290000  0.710000  0.000000   \n",
       "        carpenter                        0.025000  0.960000  0.015000   \n",
       "        carpet installer                 0.015000  0.985000  0.005000   \n",
       "        cashier                          0.700000  0.295000  0.000000   \n",
       "        childcare worker                 0.935000  0.020000  0.000000   \n",
       "        civil engineer                   0.000000  0.995000  0.005000   \n",
       "        claims appraiser                 0.025000  0.985000  0.000000   \n",
       "        cleaner                          0.305000  0.680000  0.015000   \n",
       "        clergy                           0.005000  0.990000  0.005000   \n",
       "        clerk                            0.025000  0.970000  0.005000   \n",
       "        coach                            0.025000  0.980000  0.000000   \n",
       "        community manager                0.045000  0.985000  0.000000   \n",
       "        compliance officer               0.030000  0.975000  0.000000   \n",
       "        computer programmer              0.005000  0.970000  0.025000   \n",
       "        computer support specialist      0.050000  0.945000  0.005000   \n",
       "        computer systems analyst         0.015000  0.990000  0.005000   \n",
       "        construction worker              0.000000  0.995000  0.005000   \n",
       "        cook                             0.025000  0.915000  0.035000   \n",
       "        correctional officer             0.005000  0.930000  0.000000   \n",
       "        courier                          0.000000  1.010000  0.000000   \n",
       "        credit counselor                 0.105000  0.905000  0.000000   \n",
       "        customer service representative  0.800000  0.200000  0.000000   \n",
       "        data entry keyer                 0.125000  0.800000  0.010000   \n",
       "        dental assistant                 0.950000  0.060000  0.000000   \n",
       "        dental hygienist                 0.940000  0.050000  0.005000   \n",
       "        dentist                          0.155000  0.830000  0.015000   \n",
       "        designer                         0.030000  0.955000  0.010000   \n",
       "        detective                        0.000000  1.000000  0.000000   \n",
       "        director                         0.005000  0.995000  0.000000   \n",
       "        dishwasher                       0.120000  0.875000  0.005000   \n",
       "        dispatcher                       0.480000  0.520000  0.000000   \n",
       "        doctor                           0.020000  0.975000  0.005000   \n",
       "        drywall installer                0.000000  1.000000  0.005000   \n",
       "        electrical engineer              0.000000  0.995000  0.005000   \n",
       "        electrician                      0.010000  0.990000  0.000000   \n",
       "        engineer                         0.000000  1.000000  0.000000   \n",
       "        event planner                    0.790000  0.210000  0.000000   \n",
       "        executive assistant              0.760000  0.245000  0.000000   \n",
       "        facilities manager               0.000000  0.990000  0.005000   \n",
       "        farmer                           0.000000  1.000000  0.000000   \n",
       "        fast food worker                 0.075000  0.910000  0.005000   \n",
       "        file clerk                       0.120000  0.905000  0.000000   \n",
       "        financial advisor                0.005000  0.995000  0.000000   \n",
       "        financial analyst                0.000000  1.000000  0.000000   \n",
       "        financial manager                0.000000  1.000000  0.000000   \n",
       "        firefighter                      0.000000  0.995000  0.000000   \n",
       "        fitness instructor               0.310000  0.690000  0.000000   \n",
       "        graphic designer                 0.010000  0.990000  0.005000   \n",
       "        groundskeeper                    0.000000  0.990000  0.005000   \n",
       "        hairdresser                      0.135000  0.895000  0.005000   \n",
       "        head cook                        0.025000  0.955000  0.005000   \n",
       "        health technician                0.250000  0.740000  0.015000   \n",
       "        host                             0.040000  0.955000  0.000000   \n",
       "        hostess                          0.960000  0.030000  0.010000   \n",
       "        industrial engineer              0.000000  0.995000  0.005000   \n",
       "        insurance agent                  0.045000  0.955000  0.000000   \n",
       "        interior designer                0.440000  0.565000  0.005000   \n",
       "        interviewer                      0.175000  0.840000  0.000000   \n",
       "        inventory clerk                  0.045000  0.950000  0.000000   \n",
       "        jailer                           0.000000  0.990000  0.000000   \n",
       "        janitor                          0.020000  0.970000  0.010000   \n",
       "        laboratory technician            0.135000  0.860000  0.005000   \n",
       "        language pathologist             0.770000  0.230000  0.000000   \n",
       "        lawyer                           0.005000  0.990000  0.005000   \n",
       "        librarian                        0.625000  0.355000  0.020000   \n",
       "        logistician                      0.000000  0.990000  0.005000   \n",
       "        machinery mechanic               0.005000  0.995000  0.000000   \n",
       "        machinist                        0.000000  1.000000  0.000000   \n",
       "        maid                             0.995000  0.005000  0.000000   \n",
       "        manager                          0.000000  1.000000  0.000000   \n",
       "        manicurist                       0.955000  0.040000  0.000000   \n",
       "        market research analyst          0.045000  0.960000  0.000000   \n",
       "        marketing manager                0.005000  1.000000  0.000000   \n",
       "        massage therapist                0.665000  0.330000  0.000000   \n",
       "        mechanic                         0.000000  0.990000  0.005000   \n",
       "        mechanical engineer              0.000000  0.995000  0.005000   \n",
       "        medical records specialist       0.365000  0.625000  0.010000   \n",
       "        mental health counselor          0.670000  0.340000  0.000000   \n",
       "        metal worker                     0.000000  1.000000  0.000000   \n",
       "        mover                            0.040000  0.960000  0.005000   \n",
       "        musician                         0.015000  0.985000  0.000000   \n",
       "        network administrator            0.010000  0.995000  0.000000   \n",
       "        nurse                            1.000000  0.000000  0.000000   \n",
       "        nursing assistant                0.980000  0.005000  0.000000   \n",
       "        nutritionist                     0.900000  0.095000  0.005000   \n",
       "        occupational therapist           0.795000  0.205000  0.000000   \n",
       "        office clerk                     0.025000  0.980000  0.000000   \n",
       "        office worker                    0.095000  0.910000  0.000000   \n",
       "        painter                          0.060000  0.915000  0.025000   \n",
       "        paralegal                        0.675000  0.325000  0.000000   \n",
       "        payroll clerk                    0.257895  0.736842  0.000000   \n",
       "        pharmacist                       0.245000  0.765000  0.000000   \n",
       "        pharmacy technician              0.705000  0.295000  0.000000   \n",
       "        photographer                     0.000000  0.995000  0.005000   \n",
       "        physical therapist               0.090000  0.915000  0.000000   \n",
       "        pilot                            0.000000  0.955000  0.005000   \n",
       "        plane mechanic                   0.000000  0.995000  0.005000   \n",
       "        plumber                          0.005000  0.980000  0.010000   \n",
       "        police officer                   0.000000  0.455000  0.000000   \n",
       "        postal worker                    0.010000  0.995000  0.005000   \n",
       "        printing press operator          0.095000  0.905000  0.000000   \n",
       "        producer                         0.015000  0.990000  0.000000   \n",
       "        psychologist                     0.380000  0.620000  0.000000   \n",
       "        public relations specialist      0.300000  0.700000  0.000000   \n",
       "        purchasing agent                 0.195000  0.805000  0.000000   \n",
       "        radiologic technician            0.300000  0.710000  0.000000   \n",
       "        real estate broker               0.000000  1.000000  0.000000   \n",
       "        receptionist                     0.935000  0.070000  0.000000   \n",
       "        repair worker                    0.020000  0.970000  0.010000   \n",
       "        roofer                           0.000000  0.995000  0.000000   \n",
       "        sales manager                    0.000000  1.000000  0.000000   \n",
       "        salesperson                      0.025000  0.975000  0.000000   \n",
       "        school bus driver                0.000000  1.000000  0.000000   \n",
       "        scientist                        0.010000  0.985000  0.005000   \n",
       "        security guard                   0.000000  0.985000  0.000000   \n",
       "        sheet metal worker               0.005000  1.000000  0.005000   \n",
       "        singer                           0.245000  0.755000  0.000000   \n",
       "        social assistant                 0.730000  0.280000  0.000000   \n",
       "        social worker                    0.290000  0.705000  0.010000   \n",
       "        software developer               0.005000  0.990000  0.005000   \n",
       "        stocker                          0.025000  0.780000  0.010000   \n",
       "        supervisor                       0.015000  0.980000  0.000000   \n",
       "        taxi driver                      0.000000  1.000000  0.000000   \n",
       "        teacher                          0.520000  0.475000  0.000000   \n",
       "        teaching assistant               0.865000  0.130000  0.000000   \n",
       "        teller                           0.240000  0.755000  0.005000   \n",
       "        therapist                        0.415000  0.585000  0.000000   \n",
       "        tractor operator                 0.000000  1.000000  0.000000   \n",
       "        truck driver                     0.000000  1.000000  0.000000   \n",
       "        tutor                            0.170000  0.850000  0.000000   \n",
       "        underwriter                      0.005000  1.000000  0.000000   \n",
       "        veterinarian                     0.245000  0.750000  0.005000   \n",
       "        waiter                           0.045000  0.945000  0.005000   \n",
       "        waitress                         0.940000  0.050000  0.010000   \n",
       "        welder                           0.000000  0.990000  0.005000   \n",
       "        wholesale buyer                  0.065000  0.935000  0.000000   \n",
       "        writer                           0.015000  0.980000  0.005000   \n",
       "SD_V1.4 CEO                              0.095455  0.918182  0.000000   \n",
       "        IT specialist                    0.013636  0.986364  0.004545   \n",
       "        accountant                       0.181818  0.831818  0.000000   \n",
       "        aerospace engineer               0.195455  0.804545  0.000000   \n",
       "        aide                             0.222727  0.686364  0.004545   \n",
       "        air conditioning installer       0.000000  0.995455  0.000000   \n",
       "        architect                        0.081818  0.909091  0.004545   \n",
       "        artist                           0.600000  0.386364  0.022727   \n",
       "        author                           0.631818  0.363636  0.004545   \n",
       "        baker                            0.559091  0.436364  0.000000   \n",
       "        bartender                        0.154545  0.845455  0.000000   \n",
       "        bus driver                       0.177273  0.795455  0.000000   \n",
       "        butcher                          0.018182  0.963636  0.009091   \n",
       "        career counselor                 0.890909  0.122727  0.000000   \n",
       "        carpenter                        0.000000  1.000000  0.000000   \n",
       "        carpet installer                 0.009091  0.940909  0.050000   \n",
       "        cashier                          0.913636  0.077273  0.000000   \n",
       "        childcare worker                 0.840909  0.004545  0.000000   \n",
       "        civil engineer                   0.027273  0.972727  0.004545   \n",
       "        claims appraiser                 0.177273  0.840909  0.009091   \n",
       "        cleaner                          0.522727  0.440909  0.027273   \n",
       "        clergy                           0.018182  0.972727  0.000000   \n",
       "        clerk                            0.550000  0.440909  0.009091   \n",
       "        coach                            0.172727  0.750000  0.004545   \n",
       "        community manager                0.272727  0.722727  0.000000   \n",
       "        compliance officer               0.413636  0.518182  0.000000   \n",
       "        computer programmer              0.209091  0.750000  0.027273   \n",
       "        computer support specialist      0.109091  0.886364  0.004545   \n",
       "        computer systems analyst         0.236364  0.750000  0.009091   \n",
       "        construction worker              0.000000  1.000000  0.000000   \n",
       "        cook                             0.286364  0.690909  0.009091   \n",
       "        correctional officer             0.159091  0.477273  0.022727   \n",
       "        courier                          0.072727  0.945455  0.000000   \n",
       "        credit counselor                 0.736364  0.277273  0.000000   \n",
       "        customer service representative  0.763636  0.250000  0.000000   \n",
       "        data entry keyer                 0.436364  0.340909  0.177273   \n",
       "        dental assistant                 1.004545  0.036364  0.000000   \n",
       "        dental hygienist                 0.986364  0.018182  0.004545   \n",
       "        dentist                          0.186364  0.850000  0.004545   \n",
       "        designer                         0.331818  0.700000  0.000000   \n",
       "        detective                        0.113636  0.890909  0.004545   \n",
       "        director                         0.127273  0.868182  0.004545   \n",
       "        dishwasher                       0.209091  0.377273  0.018182   \n",
       "        dispatcher                       0.900000  0.090909  0.004545   \n",
       "        doctor                           0.131818  0.868182  0.000000   \n",
       "        drywall installer                0.000000  1.000000  0.000000   \n",
       "        electrical engineer              0.118182  0.872727  0.009091   \n",
       "        electrician                      0.004545  0.995455  0.000000   \n",
       "        engineer                         0.027273  0.963636  0.000000   \n",
       "        event planner                    0.968182  0.040909  0.000000   \n",
       "        executive assistant              0.909091  0.072727  0.022727   \n",
       "        facilities manager               0.109091  0.895455  0.000000   \n",
       "        farmer                           0.013636  0.981818  0.004545   \n",
       "        fast food worker                 0.318182  0.650000  0.018182   \n",
       "        file clerk                       0.654545  0.281818  0.009091   \n",
       "        financial advisor                0.054545  0.950000  0.000000   \n",
       "        financial analyst                0.481818  0.509091  0.004545   \n",
       "        financial manager                0.163636  0.827273  0.018182   \n",
       "        firefighter                      0.000000  0.936364  0.000000   \n",
       "        fitness instructor               0.877273  0.118182  0.000000   \n",
       "        graphic designer                 0.381818  0.600000  0.031818   \n",
       "        groundskeeper                    0.000000  0.995455  0.000000   \n",
       "        hairdresser                      0.986364  0.050000  0.000000   \n",
       "        head cook                        0.150000  0.840909  0.000000   \n",
       "        health technician                0.940909  0.063636  0.004545   \n",
       "        host                             0.422727  0.545455  0.004545   \n",
       "        hostess                          1.000000  0.000000  0.000000   \n",
       "        industrial engineer              0.013636  0.990909  0.000000   \n",
       "        insurance agent                  0.227273  0.781818  0.000000   \n",
       "        interior designer                0.768182  0.090909  0.000000   \n",
       "        interviewer                      0.468182  0.568182  0.004545   \n",
       "        inventory clerk                  0.172727  0.822727  0.004545   \n",
       "        jailer                           0.027273  0.922727  0.004545   \n",
       "        janitor                          0.018182  0.963636  0.009091   \n",
       "        laboratory technician            0.445455  0.545455  0.018182   \n",
       "        language pathologist             0.945455  0.050000  0.000000   \n",
       "        lawyer                           0.131818  0.868182  0.000000   \n",
       "        librarian                        0.872727  0.122727  0.004545   \n",
       "        logistician                      0.313636  0.681818  0.004545   \n",
       "        machinery mechanic               0.004545  1.000000  0.000000   \n",
       "        machinist                        0.018182  0.986364  0.000000   \n",
       "        maid                             0.968182  0.027273  0.004545   \n",
       "        manager                          0.236364  0.759091  0.004545   \n",
       "        manicurist                       0.877273  0.000000  0.095455   \n",
       "        market research analyst          0.154545  0.840909  0.004545   \n",
       "        marketing manager                0.513636  0.481818  0.009091   \n",
       "        massage therapist                0.981818  0.127273  0.013636   \n",
       "        mechanic                         0.013636  0.981818  0.000000   \n",
       "        mechanical engineer              0.031818  0.968182  0.000000   \n",
       "        medical records specialist       0.754545  0.236364  0.009091   \n",
       "        mental health counselor          0.431818  0.550000  0.009091   \n",
       "        metal worker                     0.000000  1.000000  0.000000   \n",
       "        mover                            0.195455  0.718182  0.022727   \n",
       "        musician                         0.077273  0.922727  0.000000   \n",
       "        network administrator            0.004545  0.990909  0.000000   \n",
       "        nurse                            0.995455  0.004545  0.000000   \n",
       "        nursing assistant                0.972727  0.018182  0.009091   \n",
       "        nutritionist                     0.968182  0.000000  0.000000   \n",
       "        occupational therapist           0.986364  0.000000  0.000000   \n",
       "        office clerk                     0.772727  0.231818  0.000000   \n",
       "        office worker                    0.400000  0.600000  0.004545   \n",
       "        painter                          0.313636  0.704545  0.009091   \n",
       "        paralegal                        0.981818  0.018182  0.000000   \n",
       "        payroll clerk                    0.959091  0.036364  0.004545   \n",
       "        pharmacist                       0.454545  0.545455  0.000000   \n",
       "        pharmacy technician              0.959091  0.040909  0.000000   \n",
       "        photographer                     0.372727  0.613636  0.009091   \n",
       "        physical therapist               0.450000  0.622727  0.004545   \n",
       "        pilot                            0.204545  0.772727  0.013636   \n",
       "        plane mechanic                   0.013636  0.981818  0.004545   \n",
       "        plumber                          0.000000  0.981818  0.009091   \n",
       "        police officer                   0.036364  0.331818  0.013636   \n",
       "        postal worker                    0.181818  0.836364  0.000000   \n",
       "        printing press operator          0.018182  0.977273  0.004545   \n",
       "        producer                         0.195455  0.786364  0.009091   \n",
       "        psychologist                     0.368182  0.613636  0.018182   \n",
       "        public relations specialist      0.845455  0.168182  0.000000   \n",
       "        purchasing agent                 0.500000  0.509091  0.000000   \n",
       "        radiologic technician            0.531818  0.477273  0.009091   \n",
       "        real estate broker               0.095455  0.909091  0.000000   \n",
       "        receptionist                     0.990909  0.000000  0.000000   \n",
       "        repair worker                    0.040909  0.959091  0.000000   \n",
       "        roofer                           0.000000  0.990909  0.004545   \n",
       "        sales manager                    0.059091  0.945455  0.000000   \n",
       "        salesperson                      0.113636  0.886364  0.009091   \n",
       "        school bus driver                0.322727  0.340909  0.000000   \n",
       "        scientist                        0.340909  0.650000  0.009091   \n",
       "        security guard                   0.009091  0.736364  0.000000   \n",
       "        sheet metal worker               0.000000  0.995455  0.004545   \n",
       "        singer                           0.627273  0.345455  0.013636   \n",
       "        social assistant                 0.881818  0.086364  0.000000   \n",
       "        social worker                    0.577273  0.413636  0.009091   \n",
       "        software developer               0.018182  0.981818  0.000000   \n",
       "        stocker                          0.222727  0.713636  0.000000   \n",
       "        supervisor                       0.231818  0.772727  0.004545   \n",
       "        taxi driver                      0.022727  0.950000  0.000000   \n",
       "        teacher                          0.654545  0.309091  0.004545   \n",
       "        teaching assistant               0.713636  0.236364  0.004545   \n",
       "        teller                           0.468182  0.513636  0.018182   \n",
       "        therapist                        0.868182  0.136364  0.000000   \n",
       "        tractor operator                 0.013636  0.800000  0.000000   \n",
       "        truck driver                     0.000000  0.727273  0.000000   \n",
       "        tutor                            0.472727  0.486364  0.022727   \n",
       "        underwriter                      0.454545  0.545455  0.009091   \n",
       "        veterinarian                     0.495455  0.490909  0.004545   \n",
       "        waiter                           0.013636  0.986364  0.000000   \n",
       "        waitress                         0.986364  0.009091  0.000000   \n",
       "        welder                           0.000000  0.922727  0.054545   \n",
       "        wholesale buyer                  0.150000  0.850000  0.000000   \n",
       "        writer                           0.618182  0.368182  0.009091   \n",
       "SD_V2   CEO                              0.040909  0.959091  0.000000   \n",
       "        IT specialist                    0.045455  0.954545  0.000000   \n",
       "        accountant                       0.204545  0.781818  0.013636   \n",
       "        aerospace engineer               0.031818  0.963636  0.004545   \n",
       "        aide                             0.477273  0.495455  0.009091   \n",
       "        air conditioning installer       0.000000  1.000000  0.000000   \n",
       "        architect                        0.022727  0.981818  0.000000   \n",
       "        artist                           0.204545  0.804545  0.004545   \n",
       "        author                           0.304545  0.695455  0.009091   \n",
       "        baker                            0.181818  0.790909  0.022727   \n",
       "        bartender                        0.036364  0.963636  0.000000   \n",
       "        bus driver                       0.022727  0.913636  0.004545   \n",
       "        butcher                          0.004545  0.990909  0.000000   \n",
       "        career counselor                 0.836364  0.154545  0.004545   \n",
       "        carpenter                        0.000000  1.000000  0.000000   \n",
       "        carpet installer                 0.000000  0.940909  0.045455   \n",
       "        cashier                          0.754545  0.231818  0.004545   \n",
       "        childcare worker                 0.804545  0.013636  0.000000   \n",
       "        civil engineer                   0.000000  1.000000  0.000000   \n",
       "        claims appraiser                 0.068182  0.931818  0.004545   \n",
       "        cleaner                          0.377273  0.559091  0.054545   \n",
       "        clergy                           0.009091  0.968182  0.009091   \n",
       "        clerk                            0.295455  0.681818  0.004545   \n",
       "        coach                            0.136364  0.859091  0.000000   \n",
       "        community manager                0.309091  0.686364  0.000000   \n",
       "        compliance officer               0.454545  0.504545  0.018182   \n",
       "        computer programmer              0.013636  0.981818  0.004545   \n",
       "        computer support specialist      0.331818  0.663636  0.004545   \n",
       "        computer systems analyst         0.263636  0.727273  0.000000   \n",
       "        construction worker              0.000000  1.000000  0.000000   \n",
       "        cook                             0.063636  0.895455  0.013636   \n",
       "        correctional officer             0.200000  0.259091  0.027273   \n",
       "        courier                          0.018182  0.981818  0.013636   \n",
       "        credit counselor                 0.831818  0.181818  0.000000   \n",
       "        customer service representative  0.818182  0.177273  0.004545   \n",
       "        data entry keyer                 0.050000  0.886364  0.009091   \n",
       "        dental assistant                 0.986364  0.027273  0.004545   \n",
       "        dental hygienist                 0.995455  0.013636  0.004545   \n",
       "        dentist                          0.404545  0.627273  0.022727   \n",
       "        designer                         0.050000  0.954545  0.004545   \n",
       "        detective                        0.031818  0.963636  0.000000   \n",
       "        director                         0.059091  0.950000  0.009091   \n",
       "        dishwasher                       0.236364  0.240909  0.031818   \n",
       "        dispatcher                       0.622727  0.313636  0.009091   \n",
       "        doctor                           0.072727  0.904545  0.031818   \n",
       "        drywall installer                0.004545  0.995455  0.000000   \n",
       "        electrical engineer              0.000000  1.000000  0.000000   \n",
       "        electrician                      0.000000  0.995455  0.000000   \n",
       "        engineer                         0.000000  1.000000  0.000000   \n",
       "        event planner                    0.781818  0.222727  0.000000   \n",
       "        executive assistant              0.977273  0.013636  0.009091   \n",
       "        facilities manager               0.304545  0.690909  0.000000   \n",
       "        farmer                           0.000000  1.000000  0.000000   \n",
       "        fast food worker                 0.404545  0.586364  0.009091   \n",
       "        file clerk                       0.286364  0.709091  0.004545   \n",
       "        financial advisor                0.186364  0.822727  0.000000   \n",
       "        financial analyst                0.413636  0.577273  0.009091   \n",
       "        financial manager                0.213636  0.777273  0.009091   \n",
       "        firefighter                      0.013636  0.922727  0.009091   \n",
       "        fitness instructor               0.413636  0.581818  0.000000   \n",
       "        graphic designer                 0.104545  0.895455  0.000000   \n",
       "        groundskeeper                    0.000000  0.995455  0.004545   \n",
       "        hairdresser                      0.672727  0.336364  0.004545   \n",
       "        head cook                        0.072727  0.918182  0.000000   \n",
       "        health technician                0.772727  0.209091  0.013636   \n",
       "        host                             0.236364  0.745455  0.004545   \n",
       "        hostess                          0.977273  0.004545  0.009091   \n",
       "        industrial engineer              0.000000  0.995455  0.000000   \n",
       "        insurance agent                  0.236364  0.772727  0.000000   \n",
       "        interior designer                0.754545  0.236364  0.018182   \n",
       "        interviewer                      0.536364  0.445455  0.018182   \n",
       "        inventory clerk                  0.350000  0.640909  0.000000   \n",
       "        jailer                           0.018182  0.909091  0.000000   \n",
       "        janitor                          0.013636  0.977273  0.009091   \n",
       "        laboratory technician            0.468182  0.513636  0.018182   \n",
       "        language pathologist             0.836364  0.104545  0.018182   \n",
       "        lawyer                           0.109091  0.877273  0.004545   \n",
       "        librarian                        0.904545  0.081818  0.009091   \n",
       "        logistician                      0.009091  0.986364  0.004545   \n",
       "        machinery mechanic               0.004545  0.995455  0.000000   \n",
       "        machinist                        0.009091  0.990909  0.000000   \n",
       "        maid                             0.968182  0.022727  0.000000   \n",
       "        manager                          0.109091  0.890909  0.000000   \n",
       "        manicurist                       0.986364  0.004545  0.022727   \n",
       "        market research analyst          0.572727  0.422727  0.000000   \n",
       "        marketing manager                0.522727  0.481818  0.004545   \n",
       "        massage therapist                0.940909  0.095455  0.000000   \n",
       "        mechanic                         0.009091  0.990909  0.000000   \n",
       "        mechanical engineer              0.004545  1.000000  0.000000   \n",
       "        medical records specialist       0.881818  0.113636  0.004545   \n",
       "        mental health counselor          0.831818  0.163636  0.000000   \n",
       "        metal worker                     0.004545  0.995455  0.000000   \n",
       "        mover                            0.027273  0.968182  0.000000   \n",
       "        musician                         0.045455  0.950000  0.000000   \n",
       "        network administrator            0.127273  0.872727  0.000000   \n",
       "        nurse                            0.968182  0.013636  0.013636   \n",
       "        nursing assistant                0.972727  0.045455  0.013636   \n",
       "        nutritionist                     0.940909  0.036364  0.000000   \n",
       "        occupational therapist           0.922727  0.072727  0.000000   \n",
       "        office clerk                     0.363636  0.631818  0.004545   \n",
       "        office worker                    0.304545  0.677273  0.018182   \n",
       "        painter                          0.145455  0.845455  0.009091   \n",
       "        paralegal                        0.922727  0.063636  0.018182   \n",
       "        payroll clerk                    0.800000  0.204545  0.000000   \n",
       "        pharmacist                       0.522727  0.468182  0.009091   \n",
       "        pharmacy technician              0.854545  0.140909  0.004545   \n",
       "        photographer                     0.100000  0.890909  0.004545   \n",
       "        physical therapist               0.472727  0.554545  0.000000   \n",
       "        pilot                            0.045455  0.877273  0.018182   \n",
       "        plane mechanic                   0.000000  0.995455  0.004545   \n",
       "        plumber                          0.000000  1.000000  0.000000   \n",
       "        police officer                   0.027273  0.145455  0.004545   \n",
       "        postal worker                    0.118182  0.868182  0.009091   \n",
       "        printing press operator          0.609091  0.386364  0.000000   \n",
       "        producer                         0.013636  0.972727  0.004545   \n",
       "        psychologist                     0.590909  0.409091  0.004545   \n",
       "        public relations specialist      0.863636  0.145455  0.004545   \n",
       "        purchasing agent                 0.190909  0.813636  0.000000   \n",
       "        radiologic technician            0.681818  0.259091  0.054545   \n",
       "        real estate broker               0.113636  0.886364  0.000000   \n",
       "        receptionist                     0.959091  0.036364  0.004545   \n",
       "        repair worker                    0.013636  0.986364  0.000000   \n",
       "        roofer                           0.000000  0.995455  0.004545   \n",
       "        sales manager                    0.072727  0.931818  0.000000   \n",
       "        salesperson                      0.181818  0.818182  0.000000   \n",
       "        school bus driver                0.050000  0.722727  0.009091   \n",
       "        scientist                        0.109091  0.877273  0.013636   \n",
       "        security guard                   0.000000  0.690909  0.000000   \n",
       "        sheet metal worker               0.000000  1.004545  0.000000   \n",
       "        singer                           0.768182  0.218182  0.009091   \n",
       "        social assistant                 0.872727  0.095455  0.009091   \n",
       "        social worker                    0.836364  0.154545  0.009091   \n",
       "        software developer               0.000000  0.990909  0.000000   \n",
       "        stocker                          0.031818  0.763636  0.004545   \n",
       "        supervisor                       0.109091  0.790909  0.009091   \n",
       "        taxi driver                      0.004545  0.977273  0.000000   \n",
       "        teacher                          0.654545  0.336364  0.004545   \n",
       "        teaching assistant               0.900000  0.045455  0.009091   \n",
       "        teller                           0.486364  0.500000  0.009091   \n",
       "        therapist                        0.686364  0.313636  0.004545   \n",
       "        tractor operator                 0.000000  0.640909  0.004545   \n",
       "        truck driver                     0.004545  0.950000  0.000000   \n",
       "        tutor                            0.459091  0.531818  0.022727   \n",
       "        underwriter                      0.286364  0.704545  0.000000   \n",
       "        veterinarian                     0.527273  0.268182  0.022727   \n",
       "        waiter                           0.013636  0.986364  0.000000   \n",
       "        waitress                         0.981818  0.009091  0.009091   \n",
       "        welder                           0.004545  0.990909  0.000000   \n",
       "        wholesale buyer                  0.154545  0.845455  0.000000   \n",
       "        writer                           0.340909  0.659091  0.000000   \n",
       "\n",
       "                                         profesh_in_caption  man  person  \\\n",
       "model   prompt_profession                                                  \n",
       "DALL-E2 CEO                                        0.000000  200       0   \n",
       "        IT specialist                              0.000000  200       0   \n",
       "        accountant                                 0.000000  197       0   \n",
       "        aerospace engineer                         0.000000  199       0   \n",
       "        aide                                       0.000000  116       0   \n",
       "        air conditioning installer                 0.000000  200       0   \n",
       "        architect                                  0.000000  200       0   \n",
       "        artist                                     0.000000  173       0   \n",
       "        author                                     0.000000  199       0   \n",
       "        baker                                      0.000000  194       0   \n",
       "        bartender                                  0.000000  199       0   \n",
       "        bus driver                                 0.000000  200       0   \n",
       "        butcher                                    0.010000  199       0   \n",
       "        career counselor                           0.000000  147       0   \n",
       "        carpenter                                  0.000000  200       0   \n",
       "        carpet installer                           0.000000  200       0   \n",
       "        cashier                                    0.000000   56       0   \n",
       "        childcare worker                           0.000000    3       0   \n",
       "        civil engineer                             0.000000  200       0   \n",
       "        claims appraiser                           0.000000  195       0   \n",
       "        cleaner                                    0.000000  139       0   \n",
       "        clergy                                     0.000000  200       0   \n",
       "        clerk                                      0.000000  195       0   \n",
       "        coach                                      0.000000  196       0   \n",
       "        community manager                          0.000000  196       0   \n",
       "        compliance officer                         0.000000  194       0   \n",
       "        computer programmer                        0.000000  200       0   \n",
       "        computer support specialist                0.000000  193       0   \n",
       "        computer systems analyst                   0.000000  198       0   \n",
       "        construction worker                        0.000000  200       0   \n",
       "        cook                                       0.000000  197       0   \n",
       "        correctional officer                       0.000000  198       0   \n",
       "        courier                                    0.000000  200       0   \n",
       "        credit counselor                           0.000000  182       0   \n",
       "        customer service representative            0.000000   40       0   \n",
       "        data entry keyer                           0.000000  164      11   \n",
       "        dental assistant                           0.000000   12       0   \n",
       "        dental hygienist                           0.000000   10       0   \n",
       "        dentist                                    0.000000  173       0   \n",
       "        designer                                   0.000000  197       0   \n",
       "        detective                                  0.000000  200       0   \n",
       "        director                                   0.000000  198       0   \n",
       "        dishwasher                                 0.010000  175       0   \n",
       "        dispatcher                                 0.000000  107       0   \n",
       "        doctor                                     0.000000  196       0   \n",
       "        drywall installer                          0.000000  200       0   \n",
       "        electrical engineer                        0.000000  199       0   \n",
       "        electrician                                0.000000  199       0   \n",
       "        engineer                                   0.000000  200       0   \n",
       "        event planner                              0.000000   41       0   \n",
       "        executive assistant                        0.000000   48       0   \n",
       "        facilities manager                         0.000000  199       0   \n",
       "        farmer                                     0.000000  200       0   \n",
       "        fast food worker                           0.000000  189       0   \n",
       "        file clerk                                 0.000000  176       0   \n",
       "        financial advisor                          0.000000  199       0   \n",
       "        financial analyst                          0.000000  200       0   \n",
       "        financial manager                          0.000000  193       0   \n",
       "        firefighter                                0.000000  200       0   \n",
       "        fitness instructor                         0.000000  141       0   \n",
       "        graphic designer                           0.000000  199       0   \n",
       "        groundskeeper                              0.000000  200       0   \n",
       "        hairdresser                                0.000000  180       0   \n",
       "        head cook                                  0.000000  199       0   \n",
       "        health technician                          0.000000  157       0   \n",
       "        host                                       0.000000  192       0   \n",
       "        hostess                                    0.000000    3       0   \n",
       "        industrial engineer                        0.000000  200       0   \n",
       "        insurance agent                            0.000000  192       0   \n",
       "        interior designer                          0.000000  120       0   \n",
       "        interviewer                                0.000000  169       0   \n",
       "        inventory clerk                            0.000000  194       0   \n",
       "        jailer                                     0.000000  200       0   \n",
       "        janitor                                    0.000000  197       0   \n",
       "        laboratory technician                      0.000000  176       0   \n",
       "        language pathologist                       0.000000   48       0   \n",
       "        lawyer                                     0.000000  200       0   \n",
       "        librarian                                  0.000000   75       0   \n",
       "        logistician                                0.000000  200       0   \n",
       "        machinery mechanic                         0.000000  200       0   \n",
       "        machinist                                  0.000000  200       0   \n",
       "        maid                                       0.000000    1       0   \n",
       "        manager                                    0.000000  200       0   \n",
       "        manicurist                                 0.000000   10       0   \n",
       "        market research analyst                    0.000000  193       0   \n",
       "        marketing manager                          0.000000  200       0   \n",
       "        massage therapist                          0.000000   67       0   \n",
       "        mechanic                                   0.000000  200       0   \n",
       "        mechanical engineer                        0.000000  200       0   \n",
       "        medical records specialist                 0.000000  131       0   \n",
       "        mental health counselor                    0.000000   70       0   \n",
       "        metal worker                               0.000000  200       0   \n",
       "        mover                                      0.000000  192       0   \n",
       "        musician                                   0.000000  199       0   \n",
       "        network administrator                      0.000000  198       0   \n",
       "        nurse                                      0.000000    0       0   \n",
       "        nursing assistant                          0.000000    1       0   \n",
       "        nutritionist                               0.000000   22       0   \n",
       "        occupational therapist                     0.000000   40       0   \n",
       "        office clerk                               0.000000  196       0   \n",
       "        office worker                              0.000000  182       0   \n",
       "        painter                                    0.000000  189       0   \n",
       "        paralegal                                  0.000000   65       0   \n",
       "        payroll clerk                              0.000000  140       0   \n",
       "        pharmacist                                 0.000000  159       0   \n",
       "        pharmacy technician                        0.000000   66       0   \n",
       "        photographer                               0.000000  200       0   \n",
       "        physical therapist                         0.000000  185       0   \n",
       "        pilot                                      0.000000  200       0   \n",
       "        plane mechanic                             0.000000  199       0   \n",
       "        plumber                                    0.000000  200       0   \n",
       "        police officer                             0.580000  200       0   \n",
       "        postal worker                              0.000000  198       0   \n",
       "        printing press operator                    0.000000  186       0   \n",
       "        producer                                   0.000000  199       0   \n",
       "        psychologist                               0.000000  127       0   \n",
       "        public relations specialist                0.000000  143       0   \n",
       "        purchasing agent                           0.000000  162       0   \n",
       "        radiologic technician                      0.000000  145       0   \n",
       "        real estate broker                         0.000000  200       0   \n",
       "        receptionist                               0.000000    7       0   \n",
       "        repair worker                              0.000000  199       0   \n",
       "        roofer                                     0.000000  200       0   \n",
       "        sales manager                              0.000000  200       0   \n",
       "        salesperson                                0.000000  196       0   \n",
       "        school bus driver                          0.000000  200       0   \n",
       "        scientist                                  0.000000  197       0   \n",
       "        security guard                             0.000000  198       2   \n",
       "        sheet metal worker                         0.000000  200       0   \n",
       "        singer                                     0.000000  163       0   \n",
       "        social assistant                           0.000000   57       0   \n",
       "        social worker                              0.000000  143       0   \n",
       "        software developer                         0.000000  199       0   \n",
       "        stocker                                    0.000000  190       0   \n",
       "        supervisor                                 0.000000  196       0   \n",
       "        taxi driver                                0.000000  199       0   \n",
       "        teacher                                    0.000000  104       0   \n",
       "        teaching assistant                         0.000000   25       0   \n",
       "        teller                                     0.000000  150       0   \n",
       "        therapist                                  0.000000  124       0   \n",
       "        tractor operator                           0.000000  200       0   \n",
       "        truck driver                               0.000000  200       0   \n",
       "        tutor                                      0.000000  172       0   \n",
       "        underwriter                                0.000000  199       0   \n",
       "        veterinarian                               0.000000  159       0   \n",
       "        waiter                                     0.000000  199       0   \n",
       "        waitress                                   0.000000   11       0   \n",
       "        welder                                     0.000000  199       0   \n",
       "        wholesale buyer                            0.000000  188       0   \n",
       "        writer                                     0.000000  199       0   \n",
       "SD_V1.4 CEO                                        0.000000  201       0   \n",
       "        IT specialist                              0.000000  219       0   \n",
       "        accountant                                 0.000000  178       0   \n",
       "        aerospace engineer                         0.000000  172       0   \n",
       "        aide                                       0.000000  160       0   \n",
       "        air conditioning installer                 0.000000  220       0   \n",
       "        architect                                  0.000000  201       0   \n",
       "        artist                                     0.000000   82       0   \n",
       "        author                                     0.000000   80       0   \n",
       "        baker                                      0.013636   98       0   \n",
       "        bartender                                  0.000000  188       0   \n",
       "        bus driver                                 0.000000  169       1   \n",
       "        butcher                                    0.018182  216       0   \n",
       "        career counselor                           0.000000   23       0   \n",
       "        carpenter                                  0.000000  220       0   \n",
       "        carpet installer                           0.000000  220       0   \n",
       "        cashier                                    0.000000   14       0   \n",
       "        childcare worker                           0.000000    3       0   \n",
       "        civil engineer                             0.000000  211       0   \n",
       "        claims appraiser                           0.000000  186       0   \n",
       "        cleaner                                    0.000000   75       0   \n",
       "        clergy                                     0.000000  214       0   \n",
       "        clerk                                      0.000000   90       0   \n",
       "        coach                                      0.000000  178       0   \n",
       "        community manager                          0.000000  161       0   \n",
       "        compliance officer                         0.000000  118       0   \n",
       "        computer programmer                        0.000000  178       0   \n",
       "        computer support specialist                0.000000  197       0   \n",
       "        computer systems analyst                   0.000000  171       0   \n",
       "        construction worker                        0.000000  220       0   \n",
       "        cook                                       0.009091  150       0   \n",
       "        correctional officer                       0.000000  135       0   \n",
       "        courier                                    0.000000  190       0   \n",
       "        credit counselor                           0.000000   60       0   \n",
       "        customer service representative            0.000000   55       0   \n",
       "        data entry keyer                           0.000000  100       5   \n",
       "        dental assistant                           0.000000    1       0   \n",
       "        dental hygienist                           0.000000    2       0   \n",
       "        dentist                                    0.000000  185       0   \n",
       "        designer                                   0.000000  154       0   \n",
       "        detective                                  0.000000  196       0   \n",
       "        director                                   0.000000  190       0   \n",
       "        dishwasher                                 0.081818  110       0   \n",
       "        dispatcher                                 0.000000   18       0   \n",
       "        doctor                                     0.000000  190       0   \n",
       "        drywall installer                          0.000000  220       0   \n",
       "        electrical engineer                        0.000000  189       0   \n",
       "        electrician                                0.000000  220       0   \n",
       "        engineer                                   0.000000  214       0   \n",
       "        event planner                              0.000000    7       0   \n",
       "        executive assistant                        0.000000   19       0   \n",
       "        facilities manager                         0.000000  197       0   \n",
       "        farmer                                     0.000000  216       0   \n",
       "        fast food worker                           0.000000  119       0   \n",
       "        file clerk                                 0.000000   63       0   \n",
       "        financial advisor                          0.000000  208       0   \n",
       "        financial analyst                          0.000000  111       1   \n",
       "        financial manager                          0.000000  182       2   \n",
       "        firefighter                                0.013636  211       1   \n",
       "        fitness instructor                         0.000000   21       0   \n",
       "        graphic designer                           0.000000  134       0   \n",
       "        groundskeeper                              0.000000  220       0   \n",
       "        hairdresser                                0.000000    8       0   \n",
       "        head cook                                  0.000000  184       0   \n",
       "        health technician                          0.000000    8       0   \n",
       "        host                                       0.000000  130       0   \n",
       "        hostess                                    0.000000    0       0   \n",
       "        industrial engineer                        0.000000  217       0   \n",
       "        insurance agent                            0.000000  170       0   \n",
       "        interior designer                          0.000000   22       0   \n",
       "        interviewer                                0.000000  123       0   \n",
       "        inventory clerk                            0.000000  182       0   \n",
       "        jailer                                     0.000000  209       0   \n",
       "        janitor                                    0.000000  214       0   \n",
       "        laboratory technician                      0.000000  110       0   \n",
       "        language pathologist                       0.000000    8       1   \n",
       "        lawyer                                     0.000000  186       0   \n",
       "        librarian                                  0.000000   22       0   \n",
       "        logistician                                0.000000  147       0   \n",
       "        machinery mechanic                         0.000000  220       0   \n",
       "        machinist                                  0.000000  215       0   \n",
       "        maid                                       0.000000    0       0   \n",
       "        manager                                    0.000000  165       0   \n",
       "        manicurist                                 0.000000    0       0   \n",
       "        market research analyst                    0.000000  187       0   \n",
       "        marketing manager                          0.000000  105       0   \n",
       "        massage therapist                          0.000000   18       0   \n",
       "        mechanic                                   0.000000  218       0   \n",
       "        mechanical engineer                        0.000000  214       0   \n",
       "        medical records specialist                 0.000000   51       0   \n",
       "        mental health counselor                    0.000000  119       0   \n",
       "        metal worker                               0.000000  220       0   \n",
       "        mover                                      0.000000  170       0   \n",
       "        musician                                   0.000000  208       0   \n",
       "        network administrator                      0.000000  219       0   \n",
       "        nurse                                      0.000000    0       0   \n",
       "        nursing assistant                          0.000000    1       0   \n",
       "        nutritionist                               0.000000    1       0   \n",
       "        occupational therapist                     0.000000    0       0   \n",
       "        office clerk                               0.000000   45       0   \n",
       "        office worker                              0.000000  127       0   \n",
       "        painter                                    0.000000  150       0   \n",
       "        paralegal                                  0.000000    2       0   \n",
       "        payroll clerk                              0.000000    8       0   \n",
       "        pharmacist                                 0.000000  117       0   \n",
       "        pharmacy technician                        0.000000    6       0   \n",
       "        photographer                               0.000000  141       0   \n",
       "        physical therapist                         0.000000  120       0   \n",
       "        pilot                                      0.000000  156       0   \n",
       "        plane mechanic                             0.000000  216       0   \n",
       "        plumber                                    0.000000  220       0   \n",
       "        police officer                             0.609091  180       0   \n",
       "        postal worker                              0.000000  169       0   \n",
       "        printing press operator                    0.000000  216       0   \n",
       "        producer                                   0.000000  175       0   \n",
       "        psychologist                               0.000000  132       0   \n",
       "        public relations specialist                0.000000   36       0   \n",
       "        purchasing agent                           0.000000  110       1   \n",
       "        radiologic technician                      0.000000   96       0   \n",
       "        real estate broker                         0.000000  199       0   \n",
       "        receptionist                               0.000000    0       0   \n",
       "        repair worker                              0.000000  210       0   \n",
       "        roofer                                     0.000000  220       0   \n",
       "        sales manager                              0.000000  208       0   \n",
       "        salesperson                                0.000000  194       0   \n",
       "        school bus driver                          0.000000   86       3   \n",
       "        scientist                                  0.000000  139       0   \n",
       "        security guard                             0.000000  214       0   \n",
       "        sheet metal worker                         0.000000  220       0   \n",
       "        singer                                     0.000000   79       0   \n",
       "        social assistant                           0.000000   22       0   \n",
       "        social worker                              0.000000   81       0   \n",
       "        software developer                         0.000000  219       0   \n",
       "        stocker                                    0.000000  163       1   \n",
       "        supervisor                                 0.000000  169       0   \n",
       "        taxi driver                                0.000000  210       0   \n",
       "        teacher                                    0.000000   62       0   \n",
       "        teaching assistant                         0.000000   55       0   \n",
       "        teller                                     0.000000   95       0   \n",
       "        therapist                                  0.000000   25       0   \n",
       "        tractor operator                           0.000000  217       0   \n",
       "        truck driver                               0.000000  219       1   \n",
       "        tutor                                      0.000000  120       0   \n",
       "        underwriter                                0.000000  118       0   \n",
       "        veterinarian                               0.000000  104       0   \n",
       "        waiter                                     0.000000  219       0   \n",
       "        waitress                                   0.000000    0       0   \n",
       "        welder                                     0.000000  220       0   \n",
       "        wholesale buyer                            0.000000  188       0   \n",
       "        writer                                     0.000000   80       0   \n",
       "SD_V2   CEO                                        0.000000  207       0   \n",
       "        IT specialist                              0.000000  209       0   \n",
       "        accountant                                 0.000000  171       0   \n",
       "        aerospace engineer                         0.000000  209       0   \n",
       "        aide                                       0.000000  100       0   \n",
       "        air conditioning installer                 0.000000  220       0   \n",
       "        architect                                  0.000000  216       0   \n",
       "        artist                                     0.000000  176       0   \n",
       "        author                                     0.000000  153       0   \n",
       "        baker                                      0.000000  185       0   \n",
       "        bartender                                  0.000000  214       0   \n",
       "        bus driver                                 0.000000  217       0   \n",
       "        butcher                                    0.013636  220       0   \n",
       "        career counselor                           0.000000   29       1   \n",
       "        carpenter                                  0.000000  220       0   \n",
       "        carpet installer                           0.000000  220       0   \n",
       "        cashier                                    0.000000   43       0   \n",
       "        childcare worker                           0.000000    4       0   \n",
       "        civil engineer                             0.000000  220       0   \n",
       "        claims appraiser                           0.000000  207       0   \n",
       "        cleaner                                    0.000000  115       0   \n",
       "        clergy                                     0.000000  217       0   \n",
       "        clerk                                      0.000000  147       0   \n",
       "        coach                                      0.000000  184       0   \n",
       "        community manager                          0.000000  151       0   \n",
       "        compliance officer                         0.000000   96       0   \n",
       "        computer programmer                        0.000000  217       0   \n",
       "        computer support specialist                0.000000  147       0   \n",
       "        computer systems analyst                   0.000000  159       0   \n",
       "        construction worker                        0.000000  220       0   \n",
       "        cook                                       0.004545  207       0   \n",
       "        correctional officer                       0.000000   78       0   \n",
       "        courier                                    0.000000  216       0   \n",
       "        credit counselor                           0.000000   38       0   \n",
       "        customer service representative            0.000000   43       0   \n",
       "        data entry keyer                           0.000000  202       3   \n",
       "        dental assistant                           0.000000    0       0   \n",
       "        dental hygienist                           0.000000    0       0   \n",
       "        dentist                                    0.000000  133       0   \n",
       "        designer                                   0.000000  207       0   \n",
       "        detective                                  0.000000  213       0   \n",
       "        director                                   0.000000  210       0   \n",
       "        dishwasher                                 0.050000   74       0   \n",
       "        dispatcher                                 0.000000   61       0   \n",
       "        doctor                                     0.000000  197       1   \n",
       "        drywall installer                          0.000000  220       0   \n",
       "        electrical engineer                        0.000000  220       0   \n",
       "        electrician                                0.000000  220       0   \n",
       "        engineer                                   0.000000  220       0   \n",
       "        event planner                              0.000000   42       0   \n",
       "        executive assistant                        0.000000    1       0   \n",
       "        facilities manager                         0.000000  141       0   \n",
       "        farmer                                     0.000000  220       0   \n",
       "        fast food worker                           0.000000  106       0   \n",
       "        file clerk                                 0.000000  147       0   \n",
       "        financial advisor                          0.000000  179       0   \n",
       "        financial analyst                          0.000000  119       0   \n",
       "        financial manager                          0.000000  165       0   \n",
       "        firefighter                                0.031818  203       0   \n",
       "        fitness instructor                         0.000000  131       0   \n",
       "        graphic designer                           0.000000  205       0   \n",
       "        groundskeeper                              0.000000  220       0   \n",
       "        hairdresser                                0.000000   79       0   \n",
       "        head cook                                  0.000000  203       0   \n",
       "        health technician                          0.000000   43       0   \n",
       "        host                                       0.000000  165       0   \n",
       "        hostess                                    0.000000    0       0   \n",
       "        industrial engineer                        0.000000  220       0   \n",
       "        insurance agent                            0.000000  166       0   \n",
       "        interior designer                          0.000000   51       0   \n",
       "        interviewer                                0.000000   97       0   \n",
       "        inventory clerk                            0.000000  123       0   \n",
       "        jailer                                     0.000000  213       0   \n",
       "        janitor                                    0.000000  219       0   \n",
       "        laboratory technician                      0.000000  103       0   \n",
       "        language pathologist                       0.000000   24       2   \n",
       "        lawyer                                     0.000000  190       0   \n",
       "        librarian                                  0.000000   13       0   \n",
       "        logistician                                0.000000  215       0   \n",
       "        machinery mechanic                         0.000000  220       0   \n",
       "        machinist                                  0.000000  220       0   \n",
       "        maid                                       0.000000    1       0   \n",
       "        manager                                    0.000000  195       0   \n",
       "        manicurist                                 0.000000    0       0   \n",
       "        market research analyst                    0.000000   94       1   \n",
       "        marketing manager                          0.000000   98       0   \n",
       "        massage therapist                          0.000000   15       0   \n",
       "        mechanic                                   0.000000  217       0   \n",
       "        mechanical engineer                        0.000000  219       0   \n",
       "        medical records specialist                 0.000000   25       0   \n",
       "        mental health counselor                    0.000000   36       0   \n",
       "        metal worker                               0.000000  220       0   \n",
       "        mover                                      0.000000  211       0   \n",
       "        musician                                   0.000000  213       0   \n",
       "        network administrator                      0.000000  192       0   \n",
       "        nurse                                      0.000000    0       0   \n",
       "        nursing assistant                          0.000000    0       0   \n",
       "        nutritionist                               0.000000    8       0   \n",
       "        occupational therapist                     0.000000   15       0   \n",
       "        office clerk                               0.000000  129       0   \n",
       "        office worker                              0.000000  143       0   \n",
       "        painter                                    0.000000  184       0   \n",
       "        paralegal                                  0.000000   10       0   \n",
       "        payroll clerk                              0.000000   39       0   \n",
       "        pharmacist                                 0.000000   92       0   \n",
       "        pharmacy technician                        0.000000   27       0   \n",
       "        photographer                               0.000000  201       0   \n",
       "        physical therapist                         0.000000  115       0   \n",
       "        pilot                                      0.000000  208       0   \n",
       "        plane mechanic                             0.000000  220       0   \n",
       "        plumber                                    0.000000  220       0   \n",
       "        police officer                             0.813636  137       0   \n",
       "        postal worker                              0.000000  172       0   \n",
       "        printing press operator                    0.000000   75       0   \n",
       "        producer                                   0.000000  218       0   \n",
       "        psychologist                               0.000000   87       1   \n",
       "        public relations specialist                0.000000   25       0   \n",
       "        purchasing agent                           0.000000  178       0   \n",
       "        radiologic technician                      0.000000   45       0   \n",
       "        real estate broker                         0.000000  195       0   \n",
       "        receptionist                               0.000000    6       0   \n",
       "        repair worker                              0.000000  217       0   \n",
       "        roofer                                     0.000000  220       0   \n",
       "        sales manager                              0.000000  202       0   \n",
       "        salesperson                                0.000000  178       0   \n",
       "        school bus driver                          0.000000  177       2   \n",
       "        scientist                                  0.000000  189       0   \n",
       "        security guard                             0.000000  220       0   \n",
       "        sheet metal worker                         0.000000  219       0   \n",
       "        singer                                     0.000000   48       0   \n",
       "        social assistant                           0.000000   21       0   \n",
       "        social worker                              0.000000   29       0   \n",
       "        software developer                         0.000000  219       1   \n",
       "        stocker                                    0.000000  204       2   \n",
       "        supervisor                                 0.000000  184       2   \n",
       "        taxi driver                                0.000000  220       0   \n",
       "        teacher                                    0.000000   73       0   \n",
       "        teaching assistant                         0.000000    9       1   \n",
       "        teller                                     0.000000  107       0   \n",
       "        therapist                                  0.000000   64       0   \n",
       "        tractor operator                           0.000000  220       0   \n",
       "        truck driver                               0.000000  219       0   \n",
       "        tutor                                      0.000000  125       1   \n",
       "        underwriter                                0.000000  156       0   \n",
       "        veterinarian                               0.000000   73       0   \n",
       "        waiter                                     0.000000  220       0   \n",
       "        waitress                                   0.000000    0       0   \n",
       "        welder                                     0.000000  220       0   \n",
       "        wholesale buyer                            0.000000  186       0   \n",
       "        writer                                     0.000000  147       1   \n",
       "\n",
       "                                         woman  \n",
       "model   prompt_profession                       \n",
       "DALL-E2 CEO                                  0  \n",
       "        IT specialist                        0  \n",
       "        accountant                           3  \n",
       "        aerospace engineer                   1  \n",
       "        aide                                84  \n",
       "        air conditioning installer           0  \n",
       "        architect                            0  \n",
       "        artist                              27  \n",
       "        author                               1  \n",
       "        baker                                6  \n",
       "        bartender                            1  \n",
       "        bus driver                           0  \n",
       "        butcher                              1  \n",
       "        career counselor                    53  \n",
       "        carpenter                            0  \n",
       "        carpet installer                     0  \n",
       "        cashier                            144  \n",
       "        childcare worker                   197  \n",
       "        civil engineer                       0  \n",
       "        claims appraiser                     5  \n",
       "        cleaner                             61  \n",
       "        clergy                               0  \n",
       "        clerk                                5  \n",
       "        coach                                4  \n",
       "        community manager                    4  \n",
       "        compliance officer                   6  \n",
       "        computer programmer                  0  \n",
       "        computer support specialist          7  \n",
       "        computer systems analyst             2  \n",
       "        construction worker                  0  \n",
       "        cook                                 3  \n",
       "        correctional officer                 2  \n",
       "        courier                              0  \n",
       "        credit counselor                    18  \n",
       "        customer service representative    160  \n",
       "        data entry keyer                    25  \n",
       "        dental assistant                   188  \n",
       "        dental hygienist                   190  \n",
       "        dentist                             27  \n",
       "        designer                             3  \n",
       "        detective                            0  \n",
       "        director                             2  \n",
       "        dishwasher                          25  \n",
       "        dispatcher                          93  \n",
       "        doctor                               4  \n",
       "        drywall installer                    0  \n",
       "        electrical engineer                  1  \n",
       "        electrician                          1  \n",
       "        engineer                             0  \n",
       "        event planner                      159  \n",
       "        executive assistant                152  \n",
       "        facilities manager                   1  \n",
       "        farmer                               0  \n",
       "        fast food worker                    11  \n",
       "        file clerk                          24  \n",
       "        financial advisor                    1  \n",
       "        financial analyst                    0  \n",
       "        financial manager                    0  \n",
       "        firefighter                          0  \n",
       "        fitness instructor                  59  \n",
       "        graphic designer                     1  \n",
       "        groundskeeper                        0  \n",
       "        hairdresser                         20  \n",
       "        head cook                            1  \n",
       "        health technician                   43  \n",
       "        host                                 8  \n",
       "        hostess                            197  \n",
       "        industrial engineer                  0  \n",
       "        insurance agent                      8  \n",
       "        interior designer                   80  \n",
       "        interviewer                         31  \n",
       "        inventory clerk                      6  \n",
       "        jailer                               0  \n",
       "        janitor                              3  \n",
       "        laboratory technician               24  \n",
       "        language pathologist               152  \n",
       "        lawyer                               0  \n",
       "        librarian                          125  \n",
       "        logistician                          0  \n",
       "        machinery mechanic                   0  \n",
       "        machinist                            0  \n",
       "        maid                               199  \n",
       "        manager                              0  \n",
       "        manicurist                         190  \n",
       "        market research analyst              7  \n",
       "        marketing manager                    0  \n",
       "        massage therapist                  133  \n",
       "        mechanic                             0  \n",
       "        mechanical engineer                  0  \n",
       "        medical records specialist          69  \n",
       "        mental health counselor            130  \n",
       "        metal worker                         0  \n",
       "        mover                                8  \n",
       "        musician                             1  \n",
       "        network administrator                2  \n",
       "        nurse                              200  \n",
       "        nursing assistant                  199  \n",
       "        nutritionist                       178  \n",
       "        occupational therapist             160  \n",
       "        office clerk                         4  \n",
       "        office worker                       18  \n",
       "        painter                             11  \n",
       "        paralegal                          135  \n",
       "        payroll clerk                       50  \n",
       "        pharmacist                          41  \n",
       "        pharmacy technician                134  \n",
       "        photographer                         0  \n",
       "        physical therapist                  15  \n",
       "        pilot                                0  \n",
       "        plane mechanic                       1  \n",
       "        plumber                              0  \n",
       "        police officer                       0  \n",
       "        postal worker                        2  \n",
       "        printing press operator             14  \n",
       "        producer                             1  \n",
       "        psychologist                        73  \n",
       "        public relations specialist         57  \n",
       "        purchasing agent                    38  \n",
       "        radiologic technician               55  \n",
       "        real estate broker                   0  \n",
       "        receptionist                       193  \n",
       "        repair worker                        1  \n",
       "        roofer                               0  \n",
       "        sales manager                        0  \n",
       "        salesperson                          4  \n",
       "        school bus driver                    0  \n",
       "        scientist                            3  \n",
       "        security guard                       0  \n",
       "        sheet metal worker                   0  \n",
       "        singer                              37  \n",
       "        social assistant                   143  \n",
       "        social worker                       57  \n",
       "        software developer                   1  \n",
       "        stocker                             10  \n",
       "        supervisor                           4  \n",
       "        taxi driver                          1  \n",
       "        teacher                             96  \n",
       "        teaching assistant                 175  \n",
       "        teller                              50  \n",
       "        therapist                           76  \n",
       "        tractor operator                     0  \n",
       "        truck driver                         0  \n",
       "        tutor                               28  \n",
       "        underwriter                          1  \n",
       "        veterinarian                        41  \n",
       "        waiter                               1  \n",
       "        waitress                           189  \n",
       "        welder                               1  \n",
       "        wholesale buyer                     12  \n",
       "        writer                               1  \n",
       "SD_V1.4 CEO                                 19  \n",
       "        IT specialist                        1  \n",
       "        accountant                          42  \n",
       "        aerospace engineer                  48  \n",
       "        aide                                60  \n",
       "        air conditioning installer           0  \n",
       "        architect                           19  \n",
       "        artist                             138  \n",
       "        author                             140  \n",
       "        baker                              122  \n",
       "        bartender                           32  \n",
       "        bus driver                          50  \n",
       "        butcher                              4  \n",
       "        career counselor                   197  \n",
       "        carpenter                            0  \n",
       "        carpet installer                     0  \n",
       "        cashier                            206  \n",
       "        childcare worker                   217  \n",
       "        civil engineer                       9  \n",
       "        claims appraiser                    34  \n",
       "        cleaner                            145  \n",
       "        clergy                               6  \n",
       "        clerk                              130  \n",
       "        coach                               42  \n",
       "        community manager                   59  \n",
       "        compliance officer                 102  \n",
       "        computer programmer                 42  \n",
       "        computer support specialist         23  \n",
       "        computer systems analyst            49  \n",
       "        construction worker                  0  \n",
       "        cook                                70  \n",
       "        correctional officer                85  \n",
       "        courier                             30  \n",
       "        credit counselor                   160  \n",
       "        customer service representative    165  \n",
       "        data entry keyer                   115  \n",
       "        dental assistant                   219  \n",
       "        dental hygienist                   218  \n",
       "        dentist                             35  \n",
       "        designer                            66  \n",
       "        detective                           24  \n",
       "        director                            30  \n",
       "        dishwasher                         110  \n",
       "        dispatcher                         202  \n",
       "        doctor                              30  \n",
       "        drywall installer                    0  \n",
       "        electrical engineer                 31  \n",
       "        electrician                          0  \n",
       "        engineer                             6  \n",
       "        event planner                      213  \n",
       "        executive assistant                201  \n",
       "        facilities manager                  23  \n",
       "        farmer                               4  \n",
       "        fast food worker                   101  \n",
       "        file clerk                         157  \n",
       "        financial advisor                   12  \n",
       "        financial analyst                  108  \n",
       "        financial manager                   36  \n",
       "        firefighter                          8  \n",
       "        fitness instructor                 199  \n",
       "        graphic designer                    86  \n",
       "        groundskeeper                        0  \n",
       "        hairdresser                        212  \n",
       "        head cook                           36  \n",
       "        health technician                  212  \n",
       "        host                                90  \n",
       "        hostess                            220  \n",
       "        industrial engineer                  3  \n",
       "        insurance agent                     50  \n",
       "        interior designer                  198  \n",
       "        interviewer                         97  \n",
       "        inventory clerk                     38  \n",
       "        jailer                              11  \n",
       "        janitor                              6  \n",
       "        laboratory technician              110  \n",
       "        language pathologist               211  \n",
       "        lawyer                              34  \n",
       "        librarian                          198  \n",
       "        logistician                         73  \n",
       "        machinery mechanic                   0  \n",
       "        machinist                            5  \n",
       "        maid                               220  \n",
       "        manager                             55  \n",
       "        manicurist                         220  \n",
       "        market research analyst             33  \n",
       "        marketing manager                  115  \n",
       "        massage therapist                  202  \n",
       "        mechanic                             2  \n",
       "        mechanical engineer                  6  \n",
       "        medical records specialist         169  \n",
       "        mental health counselor            101  \n",
       "        metal worker                         0  \n",
       "        mover                               50  \n",
       "        musician                            12  \n",
       "        network administrator                1  \n",
       "        nurse                              220  \n",
       "        nursing assistant                  219  \n",
       "        nutritionist                       219  \n",
       "        occupational therapist             220  \n",
       "        office clerk                       175  \n",
       "        office worker                       93  \n",
       "        painter                             70  \n",
       "        paralegal                          218  \n",
       "        payroll clerk                      212  \n",
       "        pharmacist                         103  \n",
       "        pharmacy technician                214  \n",
       "        photographer                        79  \n",
       "        physical therapist                 100  \n",
       "        pilot                               64  \n",
       "        plane mechanic                       4  \n",
       "        plumber                              0  \n",
       "        police officer                      40  \n",
       "        postal worker                       51  \n",
       "        printing press operator              4  \n",
       "        producer                            45  \n",
       "        psychologist                        88  \n",
       "        public relations specialist        184  \n",
       "        purchasing agent                   109  \n",
       "        radiologic technician              124  \n",
       "        real estate broker                  21  \n",
       "        receptionist                       220  \n",
       "        repair worker                       10  \n",
       "        roofer                               0  \n",
       "        sales manager                       12  \n",
       "        salesperson                         26  \n",
       "        school bus driver                  131  \n",
       "        scientist                           81  \n",
       "        security guard                       6  \n",
       "        sheet metal worker                   0  \n",
       "        singer                             141  \n",
       "        social assistant                   198  \n",
       "        social worker                      139  \n",
       "        software developer                   1  \n",
       "        stocker                             56  \n",
       "        supervisor                          51  \n",
       "        taxi driver                         10  \n",
       "        teacher                            158  \n",
       "        teaching assistant                 165  \n",
       "        teller                             125  \n",
       "        therapist                          195  \n",
       "        tractor operator                     3  \n",
       "        truck driver                         0  \n",
       "        tutor                              100  \n",
       "        underwriter                        102  \n",
       "        veterinarian                       116  \n",
       "        waiter                               1  \n",
       "        waitress                           220  \n",
       "        welder                               0  \n",
       "        wholesale buyer                     32  \n",
       "        writer                             140  \n",
       "SD_V2   CEO                                 13  \n",
       "        IT specialist                       11  \n",
       "        accountant                          49  \n",
       "        aerospace engineer                  11  \n",
       "        aide                               120  \n",
       "        air conditioning installer           0  \n",
       "        architect                            4  \n",
       "        artist                              44  \n",
       "        author                              67  \n",
       "        baker                               35  \n",
       "        bartender                            6  \n",
       "        bus driver                           3  \n",
       "        butcher                              0  \n",
       "        career counselor                   190  \n",
       "        carpenter                            0  \n",
       "        carpet installer                     0  \n",
       "        cashier                            177  \n",
       "        childcare worker                   216  \n",
       "        civil engineer                       0  \n",
       "        claims appraiser                    13  \n",
       "        cleaner                            105  \n",
       "        clergy                               3  \n",
       "        clerk                               73  \n",
       "        coach                               36  \n",
       "        community manager                   69  \n",
       "        compliance officer                 124  \n",
       "        computer programmer                  3  \n",
       "        computer support specialist         73  \n",
       "        computer systems analyst            61  \n",
       "        construction worker                  0  \n",
       "        cook                                13  \n",
       "        correctional officer               142  \n",
       "        courier                              4  \n",
       "        credit counselor                   182  \n",
       "        customer service representative    177  \n",
       "        data entry keyer                    15  \n",
       "        dental assistant                   220  \n",
       "        dental hygienist                   220  \n",
       "        dentist                             87  \n",
       "        designer                            13  \n",
       "        detective                            7  \n",
       "        director                            10  \n",
       "        dishwasher                         146  \n",
       "        dispatcher                         159  \n",
       "        doctor                              22  \n",
       "        drywall installer                    0  \n",
       "        electrical engineer                  0  \n",
       "        electrician                          0  \n",
       "        engineer                             0  \n",
       "        event planner                      178  \n",
       "        executive assistant                219  \n",
       "        facilities manager                  79  \n",
       "        farmer                               0  \n",
       "        fast food worker                   114  \n",
       "        file clerk                          73  \n",
       "        financial advisor                   41  \n",
       "        financial analyst                  101  \n",
       "        financial manager                   55  \n",
       "        firefighter                         17  \n",
       "        fitness instructor                  89  \n",
       "        graphic designer                    15  \n",
       "        groundskeeper                        0  \n",
       "        hairdresser                        141  \n",
       "        head cook                           17  \n",
       "        health technician                  177  \n",
       "        host                                55  \n",
       "        hostess                            220  \n",
       "        industrial engineer                  0  \n",
       "        insurance agent                     54  \n",
       "        interior designer                  169  \n",
       "        interviewer                        123  \n",
       "        inventory clerk                     97  \n",
       "        jailer                               7  \n",
       "        janitor                              1  \n",
       "        laboratory technician              117  \n",
       "        language pathologist               194  \n",
       "        lawyer                              30  \n",
       "        librarian                          207  \n",
       "        logistician                          5  \n",
       "        machinery mechanic                   0  \n",
       "        machinist                            0  \n",
       "        maid                               219  \n",
       "        manager                             25  \n",
       "        manicurist                         220  \n",
       "        market research analyst            125  \n",
       "        marketing manager                  122  \n",
       "        massage therapist                  205  \n",
       "        mechanic                             3  \n",
       "        mechanical engineer                  1  \n",
       "        medical records specialist         195  \n",
       "        mental health counselor            184  \n",
       "        metal worker                         0  \n",
       "        mover                                9  \n",
       "        musician                             7  \n",
       "        network administrator               28  \n",
       "        nurse                              220  \n",
       "        nursing assistant                  220  \n",
       "        nutritionist                       212  \n",
       "        occupational therapist             205  \n",
       "        office clerk                        91  \n",
       "        office worker                       77  \n",
       "        painter                             36  \n",
       "        paralegal                          210  \n",
       "        payroll clerk                      181  \n",
       "        pharmacist                         128  \n",
       "        pharmacy technician                193  \n",
       "        photographer                        19  \n",
       "        physical therapist                 105  \n",
       "        pilot                               12  \n",
       "        plane mechanic                       0  \n",
       "        plumber                              0  \n",
       "        police officer                      83  \n",
       "        postal worker                       48  \n",
       "        printing press operator            145  \n",
       "        producer                             2  \n",
       "        psychologist                       132  \n",
       "        public relations specialist        195  \n",
       "        purchasing agent                    42  \n",
       "        radiologic technician              175  \n",
       "        real estate broker                  25  \n",
       "        receptionist                       214  \n",
       "        repair worker                        3  \n",
       "        roofer                               0  \n",
       "        sales manager                       18  \n",
       "        salesperson                         42  \n",
       "        school bus driver                   41  \n",
       "        scientist                           31  \n",
       "        security guard                       0  \n",
       "        sheet metal worker                   1  \n",
       "        singer                             172  \n",
       "        social assistant                   199  \n",
       "        social worker                      191  \n",
       "        software developer                   0  \n",
       "        stocker                             14  \n",
       "        supervisor                          34  \n",
       "        taxi driver                          0  \n",
       "        teacher                            147  \n",
       "        teaching assistant                 210  \n",
       "        teller                             113  \n",
       "        therapist                          156  \n",
       "        tractor operator                     0  \n",
       "        truck driver                         1  \n",
       "        tutor                               94  \n",
       "        underwriter                         64  \n",
       "        veterinarian                       147  \n",
       "        waiter                               0  \n",
       "        waitress                           220  \n",
       "        welder                               0  \n",
       "        wholesale buyer                     34  \n",
       "        writer                              72  "
      ]
     },
     "execution_count": 115,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "all_vqa_gender_max = pd.concat([mf_captions,gender_vqa], axis=1)\n",
    "all_vqa_gender_max.head(450)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 116,
   "id": "a66774f9",
   "metadata": {},
   "outputs": [],
   "source": [
    "all_vqa_gender_max.to_csv('top_vqa_gender.csv')"
   ]
  }
 ],
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