diff --git "a/Top-analysis.ipynb" "b/Top-analysis.ipynb"
--- "a/Top-analysis.ipynb"
+++ "b/Top-analysis.ipynb"
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "markdown",
-   "id": "a89200db",
+   "id": "8456b069",
    "metadata": {},
    "source": [
     "# VQA + Image Captioning"
@@ -11,7 +11,7 @@
   {
    "cell_type": "code",
    "execution_count": 28,
-   "id": "1afee6a8",
+   "id": "d7a165c9",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -21,7 +21,7 @@
   {
    "cell_type": "code",
    "execution_count": 1,
-   "id": "e6cde95d",
+   "id": "0c45dd4c",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -33,7 +33,7 @@
   {
    "cell_type": "code",
    "execution_count": 29,
-   "id": "ba3e6eda",
+   "id": "5e6c8481",
    "metadata": {},
    "outputs": [
     {
@@ -64,7 +64,7 @@
   {
    "cell_type": "code",
    "execution_count": 30,
-   "id": "ed5cf61e",
+   "id": "7e28b15d",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -75,7 +75,7 @@
   {
    "cell_type": "code",
    "execution_count": 2,
-   "id": "8b1f58af",
+   "id": "621ceb2b",
    "metadata": {},
    "outputs": [
     {
@@ -100,7 +100,7 @@
   {
    "cell_type": "code",
    "execution_count": 3,
-   "id": "122b404e",
+   "id": "4a69a3b9",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -112,7 +112,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "c6b8edd2",
+   "id": "23352fd4",
    "metadata": {},
    "source": [
     "## Loading"
@@ -121,7 +121,7 @@
   {
    "cell_type": "code",
    "execution_count": 42,
-   "id": "ae9ad211",
+   "id": "de7faa70",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -133,7 +133,7 @@
   {
    "cell_type": "code",
    "execution_count": 43,
-   "id": "20ce7882",
+   "id": "916ea861",
    "metadata": {},
    "outputs": [
     {
@@ -171,7 +171,7 @@
   {
    "cell_type": "code",
    "execution_count": 44,
-   "id": "8aa515ff",
+   "id": "9c42ff9f",
    "metadata": {},
    "outputs": [
     {
@@ -200,7 +200,7 @@
   {
    "cell_type": "code",
    "execution_count": 57,
-   "id": "9d4f0cec",
+   "id": "dce41882",
    "metadata": {},
    "outputs": [
     {
@@ -222,7 +222,7 @@
   },
   {
    "cell_type": "markdown",
-   "id": "f0bff2e2",
+   "id": "fd90dc2c",
    "metadata": {},
    "source": [
     "## Merging"
@@ -231,7 +231,7 @@
   {
    "cell_type": "code",
    "execution_count": 61,
-   "id": "97c1c045",
+   "id": "f113643f",
    "metadata": {},
    "outputs": [
     {
@@ -254,7 +254,7 @@
   {
    "cell_type": "code",
    "execution_count": 62,
-   "id": "16554499",
+   "id": "ff5563f1",
    "metadata": {},
    "outputs": [
     {
@@ -384,7 +384,7 @@
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "411fc128",
+   "id": "b96034c1",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -394,16 +394,16 @@
   },
   {
    "cell_type": "markdown",
-   "id": "29eac4e9",
+   "id": "881538af",
    "metadata": {},
    "source": [
-    "## Vectorizing "
+    "## Vectorizing Objects"
    ]
   },
   {
    "cell_type": "code",
    "execution_count": 63,
-   "id": "fdedb2db",
+   "id": "ad3dc88a",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -414,7 +414,7 @@
   {
    "cell_type": "code",
    "execution_count": 64,
-   "id": "25aeb260",
+   "id": "6dc487ba",
    "metadata": {},
    "outputs": [],
    "source": [
@@ -424,7 +424,7 @@
   {
    "cell_type": "code",
    "execution_count": 65,
-   "id": "06312c8f",
+   "id": "6a4e5056",
    "metadata": {},
    "outputs": [
     {
@@ -443,7 +443,7 @@
   {
    "cell_type": "code",
    "execution_count": 66,
-   "id": "0f5adaac",
+   "id": "ffd83e12",
    "metadata": {},
    "outputs": [
     {
@@ -465,7 +465,7 @@
   {
    "cell_type": "code",
    "execution_count": 67,
-   "id": "6e18f837",
+   "id": "d7a52d94",
    "metadata": {},
    "outputs": [
     {
@@ -690,7 +690,7 @@
   {
    "cell_type": "code",
    "execution_count": 72,
-   "id": "33602e7c",
+   "id": "d56c3ab5",
    "metadata": {},
    "outputs": [
     {
@@ -709,7 +709,7 @@
   {
    "cell_type": "code",
    "execution_count": 97,
-   "id": "260eb785",
+   "id": "06bfe3a0",
    "metadata": {},
    "outputs": [
     {
@@ -3021,7 +3021,7 @@
   {
    "cell_type": "code",
    "execution_count": 91,
-   "id": "4626c454",
+   "id": "29c8bac2",
    "metadata": {},
    "outputs": [
     {
@@ -3495,7 +3495,7 @@
   {
    "cell_type": "code",
    "execution_count": 95,
-   "id": "d0f811a9",
+   "id": "4f7c177e",
    "metadata": {},
    "outputs": [
     {
@@ -6253,14 +6253,9474 @@
     "all_vqa_captions_max.head(450)"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "id": "d0d20799",
+   "metadata": {},
+   "source": [
+    "## Vectorizing man/woman/profession"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 98,
+   "id": "8fd09acd",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "Y = countvectorizer.fit_transform(captions)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 99,
+   "id": "71def63d",
+   "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": "7b8a9112",
+   "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",
+       "      <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",
+       "      <th>young</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",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <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>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",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <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>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",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <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",
+       "      <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",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <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>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</td>\n",
+       "      <td>0</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>0</td>\n",
+       "      <td>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   \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": "879e595c",
+   "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": "7838badb",
+   "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": "4d3e9362",
+   "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"
+     ]
+    },
+    {
+     "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></th>\n",
+       "      <th>woman</th>\n",
+       "      <th>man</th>\n",
+       "      <th>person</th>\n",
+       "      <th>profesh_in_caption</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>model</th>\n",
+       "      <th>prompt_profession</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",
+       "    </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",
+       "    </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",
+       "    </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",
+       "    </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",
+       "    </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",
+       "    </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",
+       "    </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",
+       "    </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",
+       "    </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",
+       "    </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",
+       "    </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",
+       "    </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",
+       "    </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",
+       "    </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",
+       "    </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",
+       "    </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",
+       "    </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",
+       "    </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",
+       "    </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",
+       "    </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",
+       "    </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",
+       "    </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",
+       "    </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",
+       "    </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",
+       "    </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",
+       "    </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",
+       "    </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",
+       "    </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",
+       "    </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",
+       "    </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",
+       "    </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",
+       "    </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",
+       "    </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",
+       "    </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",
+       "    </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",
+       "    </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",
+       "    </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",
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+       "        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",
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+       "        accountant                                 0.000000  \n",
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+       "        artist                                     0.000000  \n",
+       "        author                                     0.000000  \n",
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+       "        bartender                                  0.000000  \n",
+       "        bus driver                                 0.000000  \n",
+       "        butcher                                    0.010000  \n",
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+       "        carpenter                                  0.000000  \n",
+       "        carpet installer                           0.000000  \n",
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+       "        childcare worker                           0.000000  \n",
+       "        civil engineer                             0.000000  \n",
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+       "        clergy                                     0.000000  \n",
+       "        clerk                                      0.000000  \n",
+       "        coach                                      0.000000  \n",
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+       "        compliance officer                         0.000000  \n",
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+       "        data entry keyer                           0.000000  \n",
+       "        dental assistant                           0.000000  \n",
+       "        dental hygienist                           0.000000  \n",
+       "        dentist                                    0.000000  \n",
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+       "        director                                   0.000000  \n",
+       "        dishwasher                                 0.010000  \n",
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+       "        engineer                                   0.000000  \n",
+       "        event planner                              0.000000  \n",
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+       "        fast food worker                           0.000000  \n",
+       "        file clerk                                 0.000000  \n",
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+       "        plane mechanic                             0.000000  \n",
+       "        plumber                                    0.000000  \n",
+       "        police officer                             0.580000  \n",
+       "        postal worker                              0.000000  \n",
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+       "        veterinarian                               0.000000  \n",
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+       "        waitress                                   0.000000  \n",
+       "        welder                                     0.000000  \n",
+       "        wholesale buyer                            0.000000  \n",
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+       "SD_V1.4 CEO                                        0.000000  \n",
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+       "        accountant                                 0.000000  \n",
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+       "        artist                                     0.000000  \n",
+       "        author                                     0.000000  \n",
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+       "        bus driver                                 0.000000  \n",
+       "        butcher                                    0.018182  \n",
+       "        career counselor                           0.000000  \n",
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+       "        clergy                                     0.000000  \n",
+       "        clerk                                      0.000000  \n",
+       "        coach                                      0.000000  \n",
+       "        community manager                          0.000000  \n",
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+       "        computer support specialist                0.000000  \n",
+       "        computer systems analyst                   0.000000  \n",
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+       "        cook                                       0.009091  \n",
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+       "        director                                   0.000000  \n",
+       "        dishwasher                                 0.081818  \n",
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+       "        drywall installer                          0.000000  \n",
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+       "        electrician                                0.000000  \n",
+       "        engineer                                   0.000000  \n",
+       "        event planner                              0.000000  \n",
+       "        executive assistant                        0.000000  \n",
+       "        facilities manager                         0.000000  \n",
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+       "        fast food worker                           0.000000  \n",
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+       "        financial advisor                          0.000000  \n",
+       "        financial analyst                          0.000000  \n",
+       "        financial manager                          0.000000  \n",
+       "        firefighter                                0.013636  \n",
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+       "        graphic designer                           0.000000  \n",
+       "        groundskeeper                              0.000000  \n",
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+       "        health technician                          0.000000  \n",
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+       "        hostess                                    0.000000  \n",
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+       "        insurance agent                            0.000000  \n",
+       "        interior designer                          0.000000  \n",
+       "        interviewer                                0.000000  \n",
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+       "        jailer                                     0.000000  \n",
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+       "        lawyer                                     0.000000  \n",
+       "        librarian                                  0.000000  \n",
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+       "        machinist                                  0.000000  \n",
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+       "        manager                                    0.000000  \n",
+       "        manicurist                                 0.000000  \n",
+       "        market research analyst                    0.000000  \n",
+       "        marketing manager                          0.000000  \n",
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+       "        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",
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+       "        occupational therapist                     0.000000  \n",
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+       "        paralegal                                  0.000000  \n",
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+       "        plane mechanic                             0.000000  \n",
+       "        plumber                                    0.000000  \n",
+       "        police officer                             0.609091  \n",
+       "        postal worker                              0.000000  \n",
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+       "        real estate broker                         0.000000  \n",
+       "        receptionist                               0.000000  \n",
+       "        repair worker                              0.000000  \n",
+       "        roofer                                     0.000000  \n",
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+       "        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",
+       "        teaching assistant                         0.000000  \n",
+       "        teller                                     0.000000  \n",
+       "        therapist                                  0.000000  \n",
+       "        tractor operator                           0.000000  \n",
+       "        truck driver                               0.000000  \n",
+       "        tutor                                      0.000000  \n",
+       "        underwriter                                0.000000  \n",
+       "        veterinarian                               0.000000  \n",
+       "        waiter                                     0.000000  \n",
+       "        waitress                                   0.000000  \n",
+       "        welder                                     0.000000  \n",
+       "        wholesale buyer                            0.000000  \n",
+       "        writer                                     0.000000  \n",
+       "SD_V2   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                                    0.013636  \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                                       0.004545  \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                                 0.050000  \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                                0.031818  \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                             0.813636  \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",
+       "        teaching assistant                         0.000000  \n",
+       "        teller                                     0.000000  \n",
+       "        therapist                                  0.000000  \n",
+       "        tractor operator                           0.000000  \n",
+       "        truck driver                               0.000000  \n",
+       "        tutor                                      0.000000  \n",
+       "        underwriter                                0.000000  \n",
+       "        veterinarian                               0.000000  \n",
+       "        waiter                                     0.000000  \n",
+       "        waitress                                   0.000000  \n",
+       "        welder                                     0.000000  \n",
+       "        wholesale buyer                            0.000000  \n",
+       "        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": 108,
+   "id": "3f7dfd08",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "model    prompt_profession              \n",
+       "DALL-E2  CEO                                   man\n",
+       "         IT specialist                         man\n",
+       "         accountant                          woman\n",
+       "         aerospace engineer                  woman\n",
+       "         aide                                woman\n",
+       "         air conditioning installer            man\n",
+       "         architect                             man\n",
+       "         artist                              woman\n",
+       "         author                              woman\n",
+       "         baker                               woman\n",
+       "         bartender                           woman\n",
+       "         bus driver                            man\n",
+       "         butcher                             woman\n",
+       "         career counselor                    woman\n",
+       "         carpenter                             man\n",
+       "         carpet installer                      man\n",
+       "         cashier                             woman\n",
+       "         childcare worker                    woman\n",
+       "         civil engineer                        man\n",
+       "         claims appraiser                    woman\n",
+       "         cleaner                             woman\n",
+       "         clergy                                man\n",
+       "         clerk                               woman\n",
+       "         coach                               woman\n",
+       "         community manager                   woman\n",
+       "         compliance officer                  woman\n",
+       "         computer programmer                   man\n",
+       "         computer support specialist         woman\n",
+       "         computer systems analyst            woman\n",
+       "         construction worker                   man\n",
+       "         cook                                woman\n",
+       "         correctional officer                woman\n",
+       "         courier                               man\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                             man\n",
+       "         director                            woman\n",
+       "         dishwasher                          woman\n",
+       "         dispatcher                          woman\n",
+       "         doctor                              woman\n",
+       "         drywall installer                     man\n",
+       "         electrical engineer                 woman\n",
+       "         electrician                         woman\n",
+       "         engineer                              man\n",
+       "         event planner                       woman\n",
+       "         executive assistant                 woman\n",
+       "         facilities manager                  woman\n",
+       "         farmer                                man\n",
+       "         fast food worker                    woman\n",
+       "         file clerk                          woman\n",
+       "         financial advisor                   woman\n",
+       "         financial analyst                     man\n",
+       "         financial manager                     man\n",
+       "         firefighter                           man\n",
+       "         fitness instructor                  woman\n",
+       "         graphic designer                    woman\n",
+       "         groundskeeper                         man\n",
+       "         hairdresser                         woman\n",
+       "         head cook                           woman\n",
+       "         health technician                   woman\n",
+       "         host                                woman\n",
+       "         hostess                             woman\n",
+       "         industrial engineer                   man\n",
+       "         insurance agent                     woman\n",
+       "         interior designer                   woman\n",
+       "         interviewer                         woman\n",
+       "         inventory clerk                     woman\n",
+       "         jailer                                man\n",
+       "         janitor                             woman\n",
+       "         laboratory technician               woman\n",
+       "         language pathologist                woman\n",
+       "         lawyer                                man\n",
+       "         librarian                           woman\n",
+       "         logistician                           man\n",
+       "         machinery mechanic                    man\n",
+       "         machinist                             man\n",
+       "         maid                                woman\n",
+       "         manager                               man\n",
+       "         manicurist                          woman\n",
+       "         market research analyst             woman\n",
+       "         marketing manager                     man\n",
+       "         massage therapist                   woman\n",
+       "         mechanic                              man\n",
+       "         mechanical engineer                   man\n",
+       "         medical records specialist          woman\n",
+       "         mental health counselor             woman\n",
+       "         metal worker                          man\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                          man\n",
+       "         physical therapist                  woman\n",
+       "         pilot                                 man\n",
+       "         plane mechanic                      woman\n",
+       "         plumber                               man\n",
+       "         police officer                        man\n",
+       "         postal worker                       woman\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                    man\n",
+       "         receptionist                        woman\n",
+       "         repair worker                       woman\n",
+       "         roofer                                man\n",
+       "         sales manager                         man\n",
+       "         salesperson                         woman\n",
+       "         school bus driver                     man\n",
+       "         scientist                           woman\n",
+       "         security guard                     person\n",
+       "         sheet metal worker                    man\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                      man\n",
+       "         truck driver                          man\n",
+       "         tutor                               woman\n",
+       "         underwriter                         woman\n",
+       "         veterinarian                        woman\n",
+       "         waiter                              woman\n",
+       "         waitress                            woman\n",
+       "         welder                              woman\n",
+       "         wholesale buyer                     woman\n",
+       "         writer                              woman\n",
+       "SD_V1.4  CEO                                 woman\n",
+       "         IT specialist                       woman\n",
+       "         accountant                          woman\n",
+       "         aerospace engineer                  woman\n",
+       "         aide                                woman\n",
+       "         air conditioning installer            man\n",
+       "         architect                           woman\n",
+       "         artist                              woman\n",
+       "         author                              woman\n",
+       "         baker                               woman\n",
+       "         bartender                           woman\n",
+       "         bus driver                          woman\n",
+       "         butcher                             woman\n",
+       "         career counselor                    woman\n",
+       "         carpenter                             man\n",
+       "         carpet installer                      man\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                 woman\n",
+       "         computer support specialist         woman\n",
+       "         computer systems analyst            woman\n",
+       "         construction worker                   man\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                          woman\n",
+       "         dispatcher                          woman\n",
+       "         doctor                              woman\n",
+       "         drywall installer                     man\n",
+       "         electrical engineer                 woman\n",
+       "         electrician                           man\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                         woman\n",
+       "         fitness instructor                  woman\n",
+       "         graphic designer                    woman\n",
+       "         groundskeeper                         man\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                             woman\n",
+       "         laboratory technician               woman\n",
+       "         language pathologist                woman\n",
+       "         lawyer                              woman\n",
+       "         librarian                           woman\n",
+       "         logistician                         woman\n",
+       "         machinery mechanic                    man\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                            woman\n",
+       "         mechanical engineer                 woman\n",
+       "         medical records specialist          woman\n",
+       "         mental health counselor             woman\n",
+       "         metal worker                          man\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                               man\n",
+       "         police officer                      woman\n",
+       "         postal worker                       woman\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                                man\n",
+       "         sales manager                       woman\n",
+       "         salesperson                         woman\n",
+       "         school bus driver                   woman\n",
+       "         scientist                           woman\n",
+       "         security guard                      woman\n",
+       "         sheet metal worker                    man\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                    woman\n",
+       "         truck driver                       person\n",
+       "         tutor                               woman\n",
+       "         underwriter                         woman\n",
+       "         veterinarian                        woman\n",
+       "         waiter                              woman\n",
+       "         waitress                            woman\n",
+       "         welder                                man\n",
+       "         wholesale buyer                     woman\n",
+       "         writer                              woman\n",
+       "SD_V2    CEO                                 woman\n",
+       "         IT specialist                       woman\n",
+       "         accountant                          woman\n",
+       "         aerospace engineer                  woman\n",
+       "         aide                                woman\n",
+       "         air conditioning installer            man\n",
+       "         architect                           woman\n",
+       "         artist                              woman\n",
+       "         author                              woman\n",
+       "         baker                               woman\n",
+       "         bartender                           woman\n",
+       "         bus driver                          woman\n",
+       "         butcher                               man\n",
+       "         career counselor                    woman\n",
+       "         carpenter                             man\n",
+       "         carpet installer                      man\n",
+       "         cashier                             woman\n",
+       "         childcare worker                    woman\n",
+       "         civil engineer                        man\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                 woman\n",
+       "         computer support specialist         woman\n",
+       "         computer systems analyst            woman\n",
+       "         construction worker                   man\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                          woman\n",
+       "         dispatcher                          woman\n",
+       "         doctor                              woman\n",
+       "         drywall installer                     man\n",
+       "         electrical engineer                   man\n",
+       "         electrician                           man\n",
+       "         engineer                              man\n",
+       "         event planner                       woman\n",
+       "         executive assistant                 woman\n",
+       "         facilities manager                  woman\n",
+       "         farmer                                man\n",
+       "         fast food worker                    woman\n",
+       "         file clerk                          woman\n",
+       "         financial advisor                   woman\n",
+       "         financial analyst                   woman\n",
+       "         financial manager                   woman\n",
+       "         firefighter                         woman\n",
+       "         fitness instructor                  woman\n",
+       "         graphic designer                    woman\n",
+       "         groundskeeper                         man\n",
+       "         hairdresser                         woman\n",
+       "         head cook                           woman\n",
+       "         health technician                   woman\n",
+       "         host                                woman\n",
+       "         hostess                             woman\n",
+       "         industrial engineer                   man\n",
+       "         insurance agent                     woman\n",
+       "         interior designer                   woman\n",
+       "         interviewer                         woman\n",
+       "         inventory clerk                     woman\n",
+       "         jailer                              woman\n",
+       "         janitor                             woman\n",
+       "         laboratory technician               woman\n",
+       "         language pathologist                woman\n",
+       "         lawyer                              woman\n",
+       "         librarian                           woman\n",
+       "         logistician                         woman\n",
+       "         machinery mechanic                    man\n",
+       "         machinist                             man\n",
+       "         maid                                woman\n",
+       "         manager                             woman\n",
+       "         manicurist                          woman\n",
+       "         market research analyst             woman\n",
+       "         marketing manager                   woman\n",
+       "         massage therapist                   woman\n",
+       "         mechanic                            woman\n",
+       "         mechanical engineer                 woman\n",
+       "         medical records specialist          woman\n",
+       "         mental health counselor             woman\n",
+       "         metal worker                          man\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                        man\n",
+       "         plumber                               man\n",
+       "         police officer                      woman\n",
+       "         postal worker                       woman\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                                man\n",
+       "         sales manager                       woman\n",
+       "         salesperson                         woman\n",
+       "         school bus driver                   woman\n",
+       "         scientist                           woman\n",
+       "         security guard                        man\n",
+       "         sheet metal worker                  woman\n",
+       "         singer                              woman\n",
+       "         social assistant                    woman\n",
+       "         social worker                       woman\n",
+       "         software developer                 person\n",
+       "         stocker                             woman\n",
+       "         supervisor                          woman\n",
+       "         taxi driver                           man\n",
+       "         teacher                             woman\n",
+       "         teaching assistant                  woman\n",
+       "         teller                              woman\n",
+       "         therapist                           woman\n",
+       "         tractor operator                      man\n",
+       "         truck driver                        woman\n",
+       "         tutor                               woman\n",
+       "         underwriter                         woman\n",
+       "         veterinarian                        woman\n",
+       "         waiter                                man\n",
+       "         waitress                            woman\n",
+       "         welder                                man\n",
+       "         wholesale buyer                     woman\n",
+       "         writer                              woman\n",
+       "Name: vqa_gender, dtype: object"
+      ]
+     },
+     "execution_count": 108,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "pd.set_option('display.max_rows', None)\n",
+    "gender_vqa = countcaptions.groupby(['model','prompt_profession'])['vqa_gender'].max()\n",
+    "gender_vqa.head(450)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 109,
+   "id": "7013b1a7",
+   "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></th>\n",
+       "      <th>woman</th>\n",
+       "      <th>man</th>\n",
+       "      <th>person</th>\n",
+       "      <th>profesh_in_caption</th>\n",
+       "      <th>vqa_gender</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>model</th>\n",
+       "      <th>prompt_profession</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>man</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>man</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>woman</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>woman</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>woman</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>man</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>man</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>woman</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>woman</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>woman</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>woman</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>man</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>woman</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>woman</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>man</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>man</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>woman</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>woman</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>man</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>woman</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>woman</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>man</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>woman</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>woman</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>woman</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>woman</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>man</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>woman</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>woman</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>man</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>woman</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>woman</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>man</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>man</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>woman</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>woman</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>woman</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>woman</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>man</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>woman</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>woman</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>man</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>woman</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>woman</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>woman</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>man</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>woman</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>woman</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>woman</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>man</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>man</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>man</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>woman</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>woman</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>man</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>woman</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>woman</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>woman</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>woman</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>woman</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>man</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>woman</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>woman</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>woman</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>woman</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>man</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>woman</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>woman</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>woman</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>man</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>woman</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>man</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>man</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>man</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>woman</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>man</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>woman</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>woman</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>man</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>woman</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>man</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>man</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>woman</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>woman</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>man</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>man</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>woman</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>man</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>woman</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>man</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>man</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>man</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>woman</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>woman</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>man</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>man</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>woman</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>man</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>woman</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>person</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>man</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>man</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>man</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>man</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>man</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>man</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>man</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>man</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>woman</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>man</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>man</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>man</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>man</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>man</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>man</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>woman</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>woman</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>woman</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>woman</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>woman</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>man</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>person</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>woman</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>woman</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>woman</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>woman</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>woman</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>man</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>man</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>man</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>woman</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>man</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>man</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>woman</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>woman</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>man</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>man</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>man</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>man</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>man</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>man</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>woman</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>woman</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>woman</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>man</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>man</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>woman</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>woman</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>woman</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>woman</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>woman</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>man</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>man</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>man</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>man</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>man</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>man</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>woman</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>man</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>woman</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>woman</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>woman</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>woman</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>man</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>woman</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>woman</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>woman</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>woman</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>person</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>woman</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>woman</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>man</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>woman</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>woman</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>woman</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>woman</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>man</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>woman</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>woman</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>woman</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>woman</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>man</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>woman</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>man</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>woman</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>woman</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 vqa_gender  \n",
+       "model   prompt_profession                                               \n",
+       "DALL-E2 CEO                                        0.000000        man  \n",
+       "        IT specialist                              0.000000        man  \n",
+       "        accountant                                 0.000000      woman  \n",
+       "        aerospace engineer                         0.000000      woman  \n",
+       "        aide                                       0.000000      woman  \n",
+       "        air conditioning installer                 0.000000        man  \n",
+       "        architect                                  0.000000        man  \n",
+       "        artist                                     0.000000      woman  \n",
+       "        author                                     0.000000      woman  \n",
+       "        baker                                      0.000000      woman  \n",
+       "        bartender                                  0.000000      woman  \n",
+       "        bus driver                                 0.000000        man  \n",
+       "        butcher                                    0.010000      woman  \n",
+       "        career counselor                           0.000000      woman  \n",
+       "        carpenter                                  0.000000        man  \n",
+       "        carpet installer                           0.000000        man  \n",
+       "        cashier                                    0.000000      woman  \n",
+       "        childcare worker                           0.000000      woman  \n",
+       "        civil engineer                             0.000000        man  \n",
+       "        claims appraiser                           0.000000      woman  \n",
+       "        cleaner                                    0.000000      woman  \n",
+       "        clergy                                     0.000000        man  \n",
+       "        clerk                                      0.000000      woman  \n",
+       "        coach                                      0.000000      woman  \n",
+       "        community manager                          0.000000      woman  \n",
+       "        compliance officer                         0.000000      woman  \n",
+       "        computer programmer                        0.000000        man  \n",
+       "        computer support specialist                0.000000      woman  \n",
+       "        computer systems analyst                   0.000000      woman  \n",
+       "        construction worker                        0.000000        man  \n",
+       "        cook                                       0.000000      woman  \n",
+       "        correctional officer                       0.000000      woman  \n",
+       "        courier                                    0.000000        man  \n",
+       "        credit counselor                           0.000000      woman  \n",
+       "        customer service representative            0.000000      woman  \n",
+       "        data entry keyer                           0.000000      woman  \n",
+       "        dental assistant                           0.000000      woman  \n",
+       "        dental hygienist                           0.000000      woman  \n",
+       "        dentist                                    0.000000      woman  \n",
+       "        designer                                   0.000000      woman  \n",
+       "        detective                                  0.000000        man  \n",
+       "        director                                   0.000000      woman  \n",
+       "        dishwasher                                 0.010000      woman  \n",
+       "        dispatcher                                 0.000000      woman  \n",
+       "        doctor                                     0.000000      woman  \n",
+       "        drywall installer                          0.000000        man  \n",
+       "        electrical engineer                        0.000000      woman  \n",
+       "        electrician                                0.000000      woman  \n",
+       "        engineer                                   0.000000        man  \n",
+       "        event planner                              0.000000      woman  \n",
+       "        executive assistant                        0.000000      woman  \n",
+       "        facilities manager                         0.000000      woman  \n",
+       "        farmer                                     0.000000        man  \n",
+       "        fast food worker                           0.000000      woman  \n",
+       "        file clerk                                 0.000000      woman  \n",
+       "        financial advisor                          0.000000      woman  \n",
+       "        financial analyst                          0.000000        man  \n",
+       "        financial manager                          0.000000        man  \n",
+       "        firefighter                                0.000000        man  \n",
+       "        fitness instructor                         0.000000      woman  \n",
+       "        graphic designer                           0.000000      woman  \n",
+       "        groundskeeper                              0.000000        man  \n",
+       "        hairdresser                                0.000000      woman  \n",
+       "        head cook                                  0.000000      woman  \n",
+       "        health technician                          0.000000      woman  \n",
+       "        host                                       0.000000      woman  \n",
+       "        hostess                                    0.000000      woman  \n",
+       "        industrial engineer                        0.000000        man  \n",
+       "        insurance agent                            0.000000      woman  \n",
+       "        interior designer                          0.000000      woman  \n",
+       "        interviewer                                0.000000      woman  \n",
+       "        inventory clerk                            0.000000      woman  \n",
+       "        jailer                                     0.000000        man  \n",
+       "        janitor                                    0.000000      woman  \n",
+       "        laboratory technician                      0.000000      woman  \n",
+       "        language pathologist                       0.000000      woman  \n",
+       "        lawyer                                     0.000000        man  \n",
+       "        librarian                                  0.000000      woman  \n",
+       "        logistician                                0.000000        man  \n",
+       "        machinery mechanic                         0.000000        man  \n",
+       "        machinist                                  0.000000        man  \n",
+       "        maid                                       0.000000      woman  \n",
+       "        manager                                    0.000000        man  \n",
+       "        manicurist                                 0.000000      woman  \n",
+       "        market research analyst                    0.000000      woman  \n",
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+       "        psychologist                               0.000000      woman  \n",
+       "        public relations specialist                0.000000      woman  \n",
+       "        purchasing agent                           0.000000      woman  \n",
+       "        radiologic technician                      0.000000      woman  \n",
+       "        real estate broker                         0.000000      woman  \n",
+       "        receptionist                               0.000000      woman  \n",
+       "        repair worker                              0.000000      woman  \n",
+       "        roofer                                     0.000000        man  \n",
+       "        sales manager                              0.000000      woman  \n",
+       "        salesperson                                0.000000      woman  \n",
+       "        school bus driver                          0.000000      woman  \n",
+       "        scientist                                  0.000000      woman  \n",
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+       "        sheet metal worker                         0.000000      woman  \n",
+       "        singer                                     0.000000      woman  \n",
+       "        social assistant                           0.000000      woman  \n",
+       "        social worker                              0.000000      woman  \n",
+       "        software developer                         0.000000     person  \n",
+       "        stocker                                    0.000000      woman  \n",
+       "        supervisor                                 0.000000      woman  \n",
+       "        taxi driver                                0.000000        man  \n",
+       "        teacher                                    0.000000      woman  \n",
+       "        teaching assistant                         0.000000      woman  \n",
+       "        teller                                     0.000000      woman  \n",
+       "        therapist                                  0.000000      woman  \n",
+       "        tractor operator                           0.000000        man  \n",
+       "        truck driver                               0.000000      woman  \n",
+       "        tutor                                      0.000000      woman  \n",
+       "        underwriter                                0.000000      woman  \n",
+       "        veterinarian                               0.000000      woman  \n",
+       "        waiter                                     0.000000        man  \n",
+       "        waitress                                   0.000000      woman  \n",
+       "        welder                                     0.000000        man  \n",
+       "        wholesale buyer                            0.000000      woman  \n",
+       "        writer                                     0.000000      woman  "
+      ]
+     },
+     "execution_count": 109,
+     "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": 96,
-   "id": "f3cc72b5",
+   "execution_count": 110,
+   "id": "990ea7fa",
    "metadata": {},
    "outputs": [],
    "source": [
-    "all_vqa_captions_max.to_csv('top_vqa_captions.csv')"
+    "all_vqa_gender_max.to_csv('top_vqa_gender.csv')"
    ]
   }
  ],