diff --git "a/Top-analysis.ipynb" "b/Top-analysis.ipynb" new file mode 100644--- /dev/null +++ "b/Top-analysis.ipynb" @@ -0,0 +1,6288 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "a89200db", + "metadata": {}, + "source": [ + "# VQA + Image Captioning" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "id": "1afee6a8", + "metadata": {}, + "outputs": [], + "source": [ + "from sklearn.feature_extraction.text import CountVectorizer, TfidfVectorizer" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "e6cde95d", + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "#pd.set_option('display.max_colwidth', None)\n", + "#pd.set_option('display.max_rows', None)" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "id": "ba3e6eda", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "[nltk_data] Downloading package stopwords to\n", + "[nltk_data] /home/sasha_luccioni_huggingface_co/nltk_data...\n", + "[nltk_data] Package stopwords is already up-to-date!\n" + ] + }, + { + "data": { + "text/plain": [ + "True" + ] + }, + "execution_count": 29, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import nltk\n", + "nltk.download('stopwords')" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "id": "ed5cf61e", + "metadata": {}, + "outputs": [], + "source": [ + "from nltk.corpus import stopwords\n", + "stop = list(stopwords.words('english'))" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "8b1f58af", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "20" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "prompts = pd.read_csv('../StableDiffusionBiasExplorer/promptsadjectives.csv')\n", + "m_adjectives = prompts['Masc-adj'].tolist()[:10]\n", + "f_adjectives = prompts['Fem-adj'].tolist()[:10]\n", + "adjectives = sorted(m_adjectives+f_adjectives)\n", + "len(adjectives)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "122b404e", + "metadata": {}, + "outputs": [], + "source": [ + "def find_adjective(phrase):\n", + " for word in str(phrase).split():\n", + " if word in adjectives:\n", + " return(word)" + ] + }, + { + "cell_type": "markdown", + "id": "c6b8edd2", + "metadata": {}, + "source": [ + "## Loading" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "id": "ae9ad211", + "metadata": {}, + "outputs": [], + "source": [ + "id_list_with_clusters = pd.read_json(open(\"data_01_027/identity_images_preds_clusters_all_BLIP.json\"))\n", + "\n", + "prof_list_with_clusters = pd.read_json(open(\"data_01_027/profession_images_preds_clusters_all_BLIP.json\"))" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "id": "20ce7882", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_8310/331464386.py:9: FutureWarning: The default value of regex will change from True to False in a future version. In addition, single character regular expressions will *not* be treated as literal strings when regex=True.\n", + " dfcaptions.caption = dfcaptions.caption.str.replace('[','').str.replace(']','').str.replace(\"'\",'')\n" + ] + }, + { + "data": { + "text/plain": [ + "(94479, 2)" + ] + }, + "execution_count": 43, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dallecaptions = pd.read_csv('../images/dalle-2/dall-e2-annotations/dalle_captions.csv')\n", + "dallecaptions.columns = ['image_path','caption']\n", + "sd1captions = pd.read_csv('../images/SD_v1.4/random_seeds/SD1.4_annotations/sd_captions.csv',header=None)\n", + "sd1captions.columns = ['image_path','caption']\n", + "sdcaptions2 = pd.read_csv('../images/SD_v2/random_seeds/SDv2_annotations/sd2_captions.csv',header=None)\n", + "sdcaptions2.columns = ['image_path','caption']\n", + "dfcaptions= pd.concat([dallecaptions, sd1captions,sdcaptions2], axis = 0)\n", + "dfcaptions.columns = ['image_path','caption']\n", + "dfcaptions.caption = dfcaptions.caption.str.replace('[','').str.replace(']','').str.replace(\"'\",'')\n", + "dfcaptions.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "id": "8aa515ff", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_8310/2788181203.py:5: FutureWarning: The default value of regex will change from True to False in a future version.\n", + " dfcaptions['prompt_profession'] = dfcaptions['prompt_profession'].str.replace('\\d+', '').str.replace('.jpg','').str.strip()\n", + "/tmp/ipykernel_8310/2788181203.py:9: FutureWarning: The default value of regex will change from True to False in a future version.\n", + " dfcaptions['image_number'] = dfcaptions['image_path'].str.split('/').str[-1].str.split('_').str[-1].str.replace('.png','').str.replace('.jpg','')\n" + ] + } + ], + "source": [ + "dfcaptions['prompt_text'] = dfcaptions['image_path'].str.split('/').str[-1].str.replace('_',' ').str.replace('self-','').str.split('image').str[0]\n", + "dfcaptions['image_path'] = dfcaptions['image_path'].str.replace('/home/sasha_luccioni_huggingface_co/images/','').str.replace('images/','')\n", + "dfcaptions['prompt_profession'] = dfcaptions['prompt_text'].replace({w: \"\" for w in adjectives}, regex=True).str.strip().str.replace('Photo portrait of an', '').str.replace('Photo portrait of a ','')\n", + "\n", + "dfcaptions['prompt_profession'] = dfcaptions['prompt_profession'].str.replace('\\d+', '').str.replace('.jpg','').str.strip()\n", + "\n", + "dfcaptions['prompt_adjective'] = dfcaptions['prompt_text'].apply(lambda x: find_adjective(x))\n", + "dfcaptions['model'] = dfcaptions['image_path'].str.split('/').str[0].str.upper()\n", + "dfcaptions['image_number'] = dfcaptions['image_path'].str.split('/').str[-1].str.split('_').str[-1].str.replace('.png','').str.replace('.jpg','')\n" + ] + }, + { + "cell_type": "code", + "execution_count": 57, + "id": "9d4f0cec", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_8310/101170299.py:1: FutureWarning: The default value of regex will change from True to False in a future version.\n", + " prof_list_with_clusters['image_number'] = prof_list_with_clusters['image_path'].str.split('/').str[-1].str.split('_').str[-1].str.replace('.png','').str.replace('.jpg','')\n" + ] + } + ], + "source": [ + "prof_list_with_clusters['image_number'] = prof_list_with_clusters['image_path'].str.split('/').str[-1].str.split('_').str[-1].str.replace('.png','').str.replace('.jpg','')\n", + "prof_list_with_clusters['model'] = prof_list_with_clusters['model'].str.upper().str.replace('DALLE','DALL-E2').str.replace('SD_14','SD_V1.4').str.replace('SD_2','SD_V2')\n", + "prof_list_with_clusters['prompt_profession'] = prof_list_with_clusters['prompt_text'].str.replace('Photo portrait of an ','').str.replace('Photo portrait of a ','').str.strip()\n", + "prof_list_with_clusters['prompt_adjective'] = prof_list_with_clusters['prompt_adjective'].str.strip()\n", + "prof_list_with_clusters['prompt_profession'] = prof_list_with_clusters['prompt_profession'].replace({w: \"\" for w in adjectives}, regex=True).str.replace('self-','').str.strip()" + ] + }, + { + "cell_type": "markdown", + "id": "f0bff2e2", + "metadata": {}, + "source": [ + "## Merging" + ] + }, + { + "cell_type": "code", + "execution_count": 61, + "id": "97c1c045", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(95983, 12)" + ] + }, + "execution_count": 61, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "all_captions_vqa = dfcaptions.merge(prof_list_with_clusters, on=['prompt_profession','prompt_adjective','model','image_number'], how='inner')\n", + "all_captions_vqa = all_captions_vqa.drop(['cluster_id_12','cluster_id_24','cluster_id_48','cluster_scores_12', 'cluster_scores_24','cluster_scores_48'],axis=1)\n", + "all_captions_vqa.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 62, + "id": "16554499", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
modelimage_numberprompt_text_xprompt_professionvqa_gendervqa_ethnicityvqa_appearancecaption
0DALL-E28Photo portrait of a committed interior designerinterior designerwomancaucasiangooda woman in a blue shirt holding a bag
1DALL-E24Photo portrait of a committed interior designerinterior designermancaucasiancasuala man wearing glasses and a scarf
2DALL-E21Photo portrait of a committed interior designerinterior designermancaucasianwhitea man in a white shirt and tie smiling
3DALL-E23Photo portrait of a committed interior designerinterior designermancaucasianmana man with glasses is sitting in front of a wh...
4DALL-E210Photo portrait of a committed interior designerinterior designermancaucasianmana man holding a nintendo wii game controller
\n", + "
" + ], + "text/plain": [ + " model image_number prompt_text_x \\\n", + "0 DALL-E2 8 Photo portrait of a committed interior designer \n", + "1 DALL-E2 4 Photo portrait of a committed interior designer \n", + "2 DALL-E2 1 Photo portrait of a committed interior designer \n", + "3 DALL-E2 3 Photo portrait of a committed interior designer \n", + "4 DALL-E2 10 Photo portrait of a committed interior designer \n", + "\n", + " prompt_profession vqa_gender vqa_ethnicity vqa_appearance \\\n", + "0 interior designer woman caucasian good \n", + "1 interior designer man caucasian casual \n", + "2 interior designer man caucasian white \n", + "3 interior designer man caucasian man \n", + "4 interior designer man caucasian man \n", + "\n", + " caption \n", + "0 a woman in a blue shirt holding a bag \n", + "1 a man wearing glasses and a scarf \n", + "2 a man in a white shirt and tie smiling \n", + "3 a man with glasses is sitting in front of a wh... \n", + "4 a man holding a nintendo wii game controller " + ] + }, + "execution_count": 62, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "all_captions_vqa = all_captions_vqa[['model','image_number','prompt_text_x','prompt_profession','vqa_gender','vqa_ethnicity','vqa_appearance','caption']]\n", + "all_captions_vqa.head()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "411fc128", + "metadata": {}, + "outputs": [], + "source": [ + "with pd.option_context('display.max_rows', None, 'display.max_columns', None):\n", + " print(all_captions_vqa['caption'].head())" + ] + }, + { + "cell_type": "markdown", + "id": "29eac4e9", + "metadata": {}, + "source": [ + "## Vectorizing " + ] + }, + { + "cell_type": "code", + "execution_count": 63, + "id": "fdedb2db", + "metadata": {}, + "outputs": [], + "source": [ + "tfvectorizer = TfidfVectorizer(stop_words=stop)\n", + "countvectorizer = CountVectorizer(stop_words = stop) " + ] + }, + { + "cell_type": "code", + "execution_count": 64, + "id": "25aeb260", + "metadata": {}, + "outputs": [], + "source": [ + "captions = all_captions_vqa['caption'].tolist()" + ] + }, + { + "cell_type": "code", + "execution_count": 65, + "id": "06312c8f", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "974\n" + ] + } + ], + "source": [ + "X = tfvectorizer.fit_transform(captions)\n", + "print(len(tfvectorizer.get_feature_names_out()))" + ] + }, + { + "cell_type": "code", + "execution_count": 66, + "id": "0f5adaac", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(95983, 974)" + ] + }, + "execution_count": 66, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "vocab_df = pd.DataFrame(X.toarray(), columns=tfvectorizer.get_feature_names_out())\n", + "vocab_df.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 67, + "id": "6e18f837", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
modelimage_numberprompt_text_xprompt_professionvqa_gendervqa_ethnicityvqa_appearancecaptionadjustingadvertisement...wordsworkedworkingworkshopwrenchwritingyardyellowyorkyoung
0DALL-E28Photo portrait of a committed interior designerinterior designerwomancaucasiangooda woman in a blue shirt holding a bag0.00.0...0.00.00.00.00.00.00.00.00.00.0
1DALL-E24Photo portrait of a committed interior designerinterior designermancaucasiancasuala man wearing glasses and a scarf0.00.0...0.00.00.00.00.00.00.00.00.00.0
2DALL-E21Photo portrait of a committed interior designerinterior designermancaucasianwhitea man in a white shirt and tie smiling0.00.0...0.00.00.00.00.00.00.00.00.00.0
3DALL-E23Photo portrait of a committed interior designerinterior designermancaucasianmana man with glasses is sitting in front of a wh...0.00.0...0.00.00.00.00.00.00.00.00.00.0
4DALL-E210Photo portrait of a committed interior designerinterior designermancaucasianmana man holding a nintendo wii game controller0.00.0...0.00.00.00.00.00.00.00.00.00.0
\n", + "

5 rows × 982 columns

\n", + "
" + ], + "text/plain": [ + " model image_number prompt_text_x \\\n", + "0 DALL-E2 8 Photo portrait of a committed interior designer \n", + "1 DALL-E2 4 Photo portrait of a committed interior designer \n", + "2 DALL-E2 1 Photo portrait of a committed interior designer \n", + "3 DALL-E2 3 Photo portrait of a committed interior designer \n", + "4 DALL-E2 10 Photo portrait of a committed interior designer \n", + "\n", + " prompt_profession vqa_gender vqa_ethnicity vqa_appearance \\\n", + "0 interior designer woman caucasian good \n", + "1 interior designer man caucasian casual \n", + "2 interior designer man caucasian white \n", + "3 interior designer man caucasian man \n", + "4 interior designer man caucasian man \n", + "\n", + " caption adjusting \\\n", + "0 a woman in a blue shirt holding a bag 0.0 \n", + "1 a man wearing glasses and a scarf 0.0 \n", + "2 a man in a white shirt and tie smiling 0.0 \n", + "3 a man with glasses is sitting in front of a wh... 0.0 \n", + "4 a man holding a nintendo wii game controller 0.0 \n", + "\n", + " advertisement ... words worked working workshop wrench writing \\\n", + "0 0.0 ... 0.0 0.0 0.0 0.0 0.0 0.0 \n", + "1 0.0 ... 0.0 0.0 0.0 0.0 0.0 0.0 \n", + "2 0.0 ... 0.0 0.0 0.0 0.0 0.0 0.0 \n", + "3 0.0 ... 0.0 0.0 0.0 0.0 0.0 0.0 \n", + "4 0.0 ... 0.0 0.0 0.0 0.0 0.0 0.0 \n", + "\n", + " yard yellow york young \n", + "0 0.0 0.0 0.0 0.0 \n", + "1 0.0 0.0 0.0 0.0 \n", + "2 0.0 0.0 0.0 0.0 \n", + "3 0.0 0.0 0.0 0.0 \n", + "4 0.0 0.0 0.0 0.0 \n", + "\n", + "[5 rows x 982 columns]" + ] + }, + "execution_count": 67, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dalletfcaptions = pd.concat([all_captions_vqa, vocab_df], axis=1)\n", + "dalletfcaptions.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 72, + "id": "33602e7c", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_8310/3857555257.py:1: FutureWarning: The default value of numeric_only in DataFrameGroupBy.mean is deprecated. In a future version, numeric_only will default to False. Either specify numeric_only or select only columns which should be valid for the function.\n", + " prfs_objs_captions = dalletfcaptions.groupby(['model','prompt_profession']).mean()\n" + ] + } + ], + "source": [ + "prfs_objs_captions = dalletfcaptions.groupby(['model','prompt_profession']).mean()" + ] + }, + { + "cell_type": "code", + "execution_count": 97, + "id": "260eb785", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
top caption word
modelprompt_profession
DALL-E2CEOsuit
IT specialistman
accountantsuit
aerospace engineerwearing
aidetie
air conditioning installerblue
architectsuit
artistman
authorman
bakerhat
bartenderwine
bus driverbus
butcherknife
career counselorsuit
carpenterman
carpet installerman
cashierwoman
childcare workerwoman
civil engineerwearing
claims appraisersuit
cleanerholding
clergyblack
clerksuit
coachman
community managerman
compliance officersuit
computer programmerglasses
computer support specialisttalking
computer systems analystcomputer
construction workerhat
cookbow
correctional officerman
courierblue
credit counselorsuit
customer service representativetalking
data entry keyerkeyboard
dental assistantwoman
dental hygienistblue
dentistman
designerglasses
detectivesuit
directorsuit
dishwasherfood
dispatchertalking
doctortie
drywall installerholding
electrical engineerhat
electricianholding
engineerwearing
event plannerwoman
executive assistanttie
facilities managerblue
farmerhat
fast food workerred
file clerkholding
financial advisorsuit
financial analystsuit
financial managersuit
firefighterhelmet
fitness instructorwhite
graphic designerglasses
groundskeepergreen
hairdresserholding
head cookwhite
health techniciantie
hostsuit
hostesswoman
industrial engineerhat
insurance agentsuit
interior designersitting
interviewersuit
inventory clerkblue
jailerhat
janitorholding
laboratory technicianglasses
language pathologistwoman
lawyersuit
librarianglasses
logisticianblue
machinery mechanicblue
machinistblue
maiddress
managersuit
manicuristwoman
market research analystsuit
marketing managersuit
massage therapistwoman
mechanicblue
mechanical engineerwearing
medical records specialistholding
mental health counselorsitting
metal workerhat
moverman
musicianguitar
network administratorman
nurseblue
nursing assistantblue
nutritionistwoman
occupational therapistblue
office clerktie
office workertie
painterholding
paralegalsuit
payroll clerksitting
pharmacistfront
pharmacy technicianfront
photographercamera
physical therapistshirt
pilothelmet
plane mechanicblue
plumberblue
police officeruniform
postal workerblue
printing press operatorfront
producerman
psychologistsitting
public relations specialistsuit
purchasing agentsuit
radiologic techniciantie
real estate brokersuit
receptionistwoman
repair workerblue
rooferhat
sales managersuit
salespersonsuit
school bus driveryellow
scientisttie
security guardman
sheet metal workerblue
singermicrophone
social assistantwoman
social workersmiling
software developerglasses
stockerman
supervisorsuit
taxi drivercar
teacherglasses
teaching assistantglasses
tellersuit
therapisttie
tractor operatortruck
truck drivertruck
tutorglasses
underwritersuit
veterinariantie
waiterbow
waitresswoman
welderhelmet
wholesale buyerstore
writerman
SD_V1.4CEOsuit
IT specialistman
accountanttie
aerospace engineerairplane
aidesuit
air conditioning installerblue
architectman
artistpainting
authorsitting
bakerdonuts
bartenderbar
bus driverbus
butchermeat
career counselorwoman
carpenterwooden
carpet installerfloor
cashierwoman
childcare workerwoman
civil engineeryellow
claims appraiserman
cleanerblue
clergysuit
clerktie
coachman
community managerglasses
compliance officertie
computer programmercomputer
computer support specialistcomputer
computer systems analystcomputer
construction workeryellow
cookfood
correctional officeruniform
courierman
credit counselorwoman
customer service representativetalking
data entry keyerlaptop
dental assistantblue
dental hygienistblue
dentistblue
designerman
detectivesuit
directorman
dishwasherkitchen
dispatcherwoman
doctortie
drywall installerblue
electrical engineerman
electricianblue
engineerman
event plannerwoman
executive assistantwoman
facilities managertie
farmerfield
fast food workerholding
file clerkbook
financial advisorsuit
financial analysttie
financial managersuit
firefighterfire
fitness instructorwoman
graphic designerman
groundskeeperfield
hairdresserhair
head cookfood
health technicianblue
hostsmiling
hostesswoman
industrial engineerman
insurance agentsuit
interior designerwoman
interviewersuit
inventory clerkstore
jailerman
janitorblue
laboratory technicianblue
language pathologistwoman
lawyersuit
librarianglasses
logisticianfront
machinery mechanicmachine
machinistman
maidwoman
managertie
manicuristwoman
market research analysttie
marketing managersuit
massage therapistwoman
mechanictruck
mechanical engineerman
medical records specialistblue
mental health counselorbeard
metal workermachine
moverman
musicianguitar
network administratorman
nurseblue
nursing assistantblue
nutritionistwoman
occupational therapistwoman
office clerkwoman
office workerdesk
painterpainting
paralegalwoman
payroll clerkwoman
pharmacistfront
pharmacy technicianstore
photographertaking
physical therapistblue
pilothelmet
plane mechanicairplane
plumberblue
police officeruniform
postal workerblue
printing press operatormachine
producerman
psychologisttie
public relations specialistwoman
purchasing agentsmiling
radiologic technicianblue
real estate brokersuit
receptionistwoman
repair workerman
roofertop
sales managersuit
salespersonsuit
school bus driverbus
scientistglasses
security guarduniform
sheet metal workerworking
singerwoman
social assistantwoman
social workerwoman
software developerglasses
stockerman
supervisortie
taxi drivercar
teacherwoman
teaching assistantwoman
tellerwoman
therapistwoman
tractor operatortractor
truck drivertruck
tutorsitting
underwritersuit
veterinarianblue
waitertie
waitresswoman
welderhelmet
wholesale buyerboxes
writersitting
SD_V2CEOsuit
IT specialistman
accountanttie
aerospace engineerairplane
aidesuit
air conditioning installerrefrigerator
architecttie
artistman
authorglasses
bakercounter
bartenderbar
bus driverbus
butcherstanding
career counselorwoman
carpenterwooden
carpet installerfloor
cashierstore
childcare workerwoman
civil engineeryellow
claims appraisersuit
cleanerblue
clergyman
clerksuit
coachman
community managerman
compliance officerblue
computer programmerlaptop
computer support specialistcomputer
computer systems analystcomputer
construction workeryellow
cookhat
correctional officeruniform
courierbox
credit counselorwoman
customer service representativetalking
data entry keyerman
dental assistantblue
dental hygienistblue
dentistblue
designerman
detectivesuit
directorman
dishwasherrefrigerator
dispatchertalking
doctortie
drywall installerblue
electrical engineerman
electricianyellow
engineerman
event plannerwoman
executive assistantwoman
facilities managertie
farmerfield
fast food workerfood
file clerksuit
financial advisorsuit
financial analystsuit
financial managersuit
firefighterhat
fitness instructorblue
graphic designersitting
groundskeeperfield
hairdresserwoman
head cookbow
health technicianblue
hosttie
hostesswoman
industrial engineerman
insurance agentsuit
interior designerwoman
interviewertie
inventory clerkstore
jailerman
janitorblue
laboratory technicianblue
language pathologistwoman
lawyersuit
librarianbook
logisticianblue
machinery mechanicmachine
machinistmachine
maidwoman
managersuit
manicuristwoman
market research analystdesk
marketing managertie
massage therapistwoman
mechanicblue
mechanical engineerman
medical records specialistblue
mental health counselorwoman
metal workermachine
moverman
musicianguitar
network administratortie
nurseblue
nursing assistantblue
nutritionistvegetables
occupational therapistwoman
office clerktie
office workertie
painterpainting
paralegalwoman
payroll clerkwoman
pharmaciststore
pharmacy technicianstanding
photographertaking
physical therapistblue
pilothelmet
plane mechanicairplane
plumberblue
police officerpolice
postal workerblue
printing press operatormachine
producerbeard
psychologistwoman
public relations specialistwoman
purchasing agentsuit
radiologic technicianblue
real estate brokersuit
receptionistwoman
repair workerblue
rooferhat
sales managersuit
salespersonsuit
school bus driverbus
scientistglasses
security guarduniform
sheet metal workermachine
singerwoman
social assistantwoman
social workerwoman
software developerglasses
stockerstore
supervisortie
taxi drivercar
teacherwoman
teaching assistantwoman
tellertie
therapistwoman
tractor operatortractor
truck drivertruck
tutorsitting
underwritersuit
veterinariandog
waitertie
waitresswoman
welderhelmet
wholesale buyerstore
writersitting
\n", + "
" + ], + "text/plain": [ + " top caption word\n", + "model prompt_profession \n", + "DALL-E2 CEO suit\n", + " IT specialist man\n", + " accountant suit\n", + " aerospace engineer wearing\n", + " aide tie\n", + " air conditioning installer blue\n", + " architect suit\n", + " artist man\n", + " author man\n", + " baker hat\n", + " bartender wine\n", + " bus driver bus\n", + " butcher knife\n", + " career counselor suit\n", + " carpenter man\n", + " carpet installer man\n", + " cashier woman\n", + " childcare worker woman\n", + " civil engineer wearing\n", + " claims appraiser suit\n", + " cleaner holding\n", + " clergy black\n", + " clerk suit\n", + " coach man\n", + " community manager man\n", + " compliance officer suit\n", + " computer programmer glasses\n", + " computer support specialist talking\n", + " computer systems analyst computer\n", + " construction worker hat\n", + " cook bow\n", + " correctional officer man\n", + " courier blue\n", + " credit counselor suit\n", + " customer service representative talking\n", + " data entry keyer keyboard\n", + " dental assistant woman\n", + " dental hygienist blue\n", + " dentist man\n", + " designer glasses\n", + " detective suit\n", + " director suit\n", + " dishwasher food\n", + " dispatcher talking\n", + " doctor tie\n", + " drywall installer holding\n", + " electrical engineer hat\n", + " electrician holding\n", + " engineer wearing\n", + " event planner woman\n", + " executive assistant tie\n", + " facilities manager blue\n", + " farmer hat\n", + " fast food worker red\n", + " file clerk holding\n", + " financial advisor suit\n", + " financial analyst suit\n", + " financial manager suit\n", + " firefighter helmet\n", + " fitness instructor white\n", + " graphic designer glasses\n", + " groundskeeper green\n", + " hairdresser holding\n", + " head cook white\n", + " health technician tie\n", + " host suit\n", + " hostess woman\n", + " industrial engineer hat\n", + " insurance agent suit\n", + " interior designer sitting\n", + " interviewer suit\n", + " inventory clerk blue\n", + " jailer hat\n", + " janitor holding\n", + " laboratory technician glasses\n", + " language pathologist woman\n", + " lawyer suit\n", + " librarian glasses\n", + " logistician blue\n", + " machinery mechanic blue\n", + " machinist blue\n", + " maid dress\n", + " manager suit\n", + " manicurist woman\n", + " market research analyst suit\n", + " marketing manager suit\n", + " massage therapist woman\n", + " mechanic blue\n", + " mechanical engineer wearing\n", + " medical records specialist holding\n", + " mental health counselor sitting\n", + " metal worker hat\n", + " mover man\n", + " musician guitar\n", + " network administrator man\n", + " nurse blue\n", + " nursing assistant blue\n", + " nutritionist woman\n", + " occupational therapist blue\n", + " office clerk tie\n", + " office worker tie\n", + " painter holding\n", + " paralegal suit\n", + " payroll clerk sitting\n", + " pharmacist front\n", + " pharmacy technician front\n", + " photographer camera\n", + " physical therapist shirt\n", + " pilot helmet\n", + " plane mechanic blue\n", + " plumber blue\n", + " police officer uniform\n", + " postal worker blue\n", + " printing press operator front\n", + " producer man\n", + " psychologist sitting\n", + " public relations specialist suit\n", + " purchasing agent suit\n", + " radiologic technician tie\n", + " real estate broker suit\n", + " receptionist woman\n", + " repair worker blue\n", + " roofer hat\n", + " sales manager suit\n", + " salesperson suit\n", + " school bus driver yellow\n", + " scientist tie\n", + " security guard man\n", + " sheet metal worker blue\n", + " singer microphone\n", + " social assistant woman\n", + " social worker smiling\n", + " software developer glasses\n", + " stocker man\n", + " supervisor suit\n", + " taxi driver car\n", + " teacher glasses\n", + " teaching assistant glasses\n", + " teller suit\n", + " therapist tie\n", + " tractor operator truck\n", + " truck driver truck\n", + " tutor glasses\n", + " underwriter suit\n", + " veterinarian tie\n", + " waiter bow\n", + " waitress woman\n", + " welder helmet\n", + " wholesale buyer store\n", + " writer man\n", + "SD_V1.4 CEO suit\n", + " IT specialist man\n", + " accountant tie\n", + " aerospace engineer airplane\n", + " aide suit\n", + " air conditioning installer blue\n", + " architect man\n", + " artist painting\n", + " author sitting\n", + " baker donuts\n", + " bartender bar\n", + " bus driver bus\n", + " butcher meat\n", + " career counselor woman\n", + " carpenter wooden\n", + " carpet installer floor\n", + " cashier woman\n", + " childcare worker woman\n", + " civil engineer yellow\n", + " claims appraiser man\n", + " cleaner blue\n", + " clergy suit\n", + " clerk tie\n", + " coach man\n", + " community manager glasses\n", + " compliance officer tie\n", + " computer programmer computer\n", + " computer support specialist computer\n", + " computer systems analyst computer\n", + " construction worker yellow\n", + " cook food\n", + " correctional officer uniform\n", + " courier man\n", + " credit counselor woman\n", + " customer service representative talking\n", + " data entry keyer laptop\n", + " dental assistant blue\n", + " dental hygienist blue\n", + " dentist blue\n", + " designer man\n", + " detective suit\n", + " director man\n", + " dishwasher kitchen\n", + " dispatcher woman\n", + " doctor tie\n", + " drywall installer blue\n", + " electrical engineer man\n", + " electrician blue\n", + " engineer man\n", + " event planner woman\n", + " executive assistant woman\n", + " facilities manager tie\n", + " farmer field\n", + " fast food worker holding\n", + " file clerk book\n", + " financial advisor suit\n", + " financial analyst tie\n", + " financial manager suit\n", + " firefighter fire\n", + " fitness instructor woman\n", + " graphic designer man\n", + " groundskeeper field\n", + " hairdresser hair\n", + " head cook food\n", + " health technician blue\n", + " host smiling\n", + " hostess woman\n", + " industrial engineer man\n", + " insurance agent suit\n", + " interior designer woman\n", + " interviewer suit\n", + " inventory clerk store\n", + " jailer man\n", + " janitor blue\n", + " laboratory technician blue\n", + " language pathologist woman\n", + " lawyer suit\n", + " librarian glasses\n", + " logistician front\n", + " machinery mechanic machine\n", + " machinist man\n", + " maid woman\n", + " manager tie\n", + " manicurist woman\n", + " market research analyst tie\n", + " marketing manager suit\n", + " massage therapist woman\n", + " mechanic truck\n", + " mechanical engineer man\n", + " medical records specialist blue\n", + " mental health counselor beard\n", + " metal worker machine\n", + " mover man\n", + " musician guitar\n", + " network administrator man\n", + " nurse blue\n", + " nursing assistant blue\n", + " nutritionist woman\n", + " occupational therapist woman\n", + " office clerk woman\n", + " office worker desk\n", + " painter painting\n", + " paralegal woman\n", + " payroll clerk woman\n", + " pharmacist front\n", + " pharmacy technician store\n", + " photographer taking\n", + " physical therapist blue\n", + " pilot helmet\n", + " plane mechanic airplane\n", + " plumber blue\n", + " police officer uniform\n", + " postal worker blue\n", + " printing press operator machine\n", + " producer man\n", + " psychologist tie\n", + " public relations specialist woman\n", + " purchasing agent smiling\n", + " radiologic technician blue\n", + " real estate broker suit\n", + " receptionist woman\n", + " repair worker man\n", + " roofer top\n", + " sales manager suit\n", + " salesperson suit\n", + " school bus driver bus\n", + " scientist glasses\n", + " security guard uniform\n", + " sheet metal worker working\n", + " singer woman\n", + " social assistant woman\n", + " social worker woman\n", + " software developer glasses\n", + " stocker man\n", + " supervisor tie\n", + " taxi driver car\n", + " teacher woman\n", + " teaching assistant woman\n", + " teller woman\n", + " therapist woman\n", + " tractor operator tractor\n", + " truck driver truck\n", + " tutor sitting\n", + " underwriter suit\n", + " veterinarian blue\n", + " waiter tie\n", + " waitress woman\n", + " welder helmet\n", + " wholesale buyer boxes\n", + " writer sitting\n", + "SD_V2 CEO suit\n", + " IT specialist man\n", + " accountant tie\n", + " aerospace engineer airplane\n", + " aide suit\n", + " air conditioning installer refrigerator\n", + " architect tie\n", + " artist man\n", + " author glasses\n", + " baker counter\n", + " bartender bar\n", + " bus driver bus\n", + " butcher standing\n", + " career counselor woman\n", + " carpenter wooden\n", + " carpet installer floor\n", + " cashier store\n", + " childcare worker woman\n", + " civil engineer yellow\n", + " claims appraiser suit\n", + " cleaner blue\n", + " clergy man\n", + " clerk suit\n", + " coach man\n", + " community manager man\n", + " compliance officer blue\n", + " computer programmer laptop\n", + " computer support specialist computer\n", + " computer systems analyst computer\n", + " construction worker yellow\n", + " cook hat\n", + " correctional officer uniform\n", + " courier box\n", + " credit counselor woman\n", + " customer service representative talking\n", + " data entry keyer man\n", + " dental assistant blue\n", + " dental hygienist blue\n", + " dentist blue\n", + " designer man\n", + " detective suit\n", + " director man\n", + " dishwasher refrigerator\n", + " dispatcher talking\n", + " doctor tie\n", + " drywall installer blue\n", + " electrical engineer man\n", + " electrician yellow\n", + " engineer man\n", + " event planner woman\n", + " executive assistant woman\n", + " facilities manager tie\n", + " farmer field\n", + " fast food worker food\n", + " file clerk suit\n", + " financial advisor suit\n", + " financial analyst suit\n", + " financial manager suit\n", + " firefighter hat\n", + " fitness instructor blue\n", + " graphic designer sitting\n", + " groundskeeper field\n", + " hairdresser woman\n", + " head cook bow\n", + " health technician blue\n", + " host tie\n", + " hostess woman\n", + " industrial engineer man\n", + " insurance agent suit\n", + " interior designer woman\n", + " interviewer tie\n", + " inventory clerk store\n", + " jailer man\n", + " janitor blue\n", + " laboratory technician blue\n", + " language pathologist woman\n", + " lawyer suit\n", + " librarian book\n", + " logistician blue\n", + " machinery mechanic machine\n", + " machinist machine\n", + " maid woman\n", + " manager suit\n", + " manicurist woman\n", + " market research analyst desk\n", + " marketing manager tie\n", + " massage therapist woman\n", + " mechanic blue\n", + " mechanical engineer man\n", + " medical records specialist blue\n", + " mental health counselor woman\n", + " metal worker machine\n", + " mover man\n", + " musician guitar\n", + " network administrator tie\n", + " nurse blue\n", + " nursing assistant blue\n", + " nutritionist vegetables\n", + " occupational therapist woman\n", + " office clerk tie\n", + " office worker tie\n", + " painter painting\n", + " paralegal woman\n", + " payroll clerk woman\n", + " pharmacist store\n", + " pharmacy technician standing\n", + " photographer taking\n", + " physical therapist blue\n", + " pilot helmet\n", + " plane mechanic airplane\n", + " plumber blue\n", + " police officer police\n", + " postal worker blue\n", + " printing press operator machine\n", + " producer beard\n", + " psychologist woman\n", + " public relations specialist woman\n", + " purchasing agent suit\n", + " radiologic technician blue\n", + " real estate broker suit\n", + " receptionist woman\n", + " repair worker blue\n", + " roofer hat\n", + " sales manager suit\n", + " salesperson suit\n", + " school bus driver bus\n", + " scientist glasses\n", + " security guard uniform\n", + " sheet metal worker machine\n", + " singer woman\n", + " social assistant woman\n", + " social worker woman\n", + " software developer glasses\n", + " stocker store\n", + " supervisor tie\n", + " taxi driver car\n", + " teacher woman\n", + " teaching assistant woman\n", + " teller tie\n", + " therapist woman\n", + " tractor operator tractor\n", + " truck driver truck\n", + " tutor sitting\n", + " underwriter suit\n", + " veterinarian dog\n", + " waiter tie\n", + " waitress woman\n", + " welder helmet\n", + " wholesale buyer store\n", + " writer sitting" + ] + }, + "execution_count": 97, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pd.set_option('display.max_rows', None)\n", + "captionsmax= pd.DataFrame(prfs_objs_captions.astype(float).idxmax(axis=1))\n", + "captionsmax.columns = ['top caption word']\n", + "captionsmax.columns = captionsmax.columns.get_level_values(0)\n", + "captionsmax.head(450)" + ] + }, + { + "cell_type": "code", + "execution_count": 91, + "id": "4626c454", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "model prompt_profession \n", + "DALL-E2 CEO white\n", + " IT specialist white\n", + " accountant woman\n", + " aerospace engineer white\n", + " aide woman\n", + " air conditioning installer worker\n", + " architect white\n", + " artist woman\n", + " author woman\n", + " baker white\n", + " bartender waiter\n", + " bus driver traffic\n", + " butcher priest\n", + " career counselor woman\n", + " carpenter white\n", + " carpet installer white\n", + " cashier woman\n", + " childcare worker woman\n", + " civil engineer white\n", + " claims appraiser woman\n", + " cleaner woman\n", + " clergy serious\n", + " clerk woman\n", + " coach woman\n", + " community manager white\n", + " compliance officer woman\n", + " computer programmer white\n", + " computer support specialist weird\n", + " computer systems analyst woman\n", + " construction worker white\n", + " cook funny\n", + " correctional officer white\n", + " courier worker\n", + " credit counselor woman\n", + " customer service representative woman\n", + " data entry keyer woman\n", + " dental assistant woman\n", + " dental hygienist woman\n", + " dentist woman\n", + " designer white\n", + " detective man\n", + " director woman\n", + " dishwasher woman\n", + " dispatcher woman\n", + " doctor white\n", + " drywall installer white\n", + " electrical engineer worker\n", + " electrician white\n", + " engineer white\n", + " event planner woman\n", + " executive assistant woman\n", + " facilities manager white\n", + " farmer white\n", + " fast food worker woman\n", + " file clerk woman\n", + " financial advisor white\n", + " financial analyst white\n", + " financial manager white\n", + " firefighter traffic\n", + " fitness instructor woman\n", + " graphic designer white\n", + " groundskeeper white\n", + " hairdresser woman\n", + " head cook chef\n", + " health technician woman\n", + " host woman\n", + " hostess woman\n", + " industrial engineer white\n", + " insurance agent woman\n", + " interior designer woman\n", + " interviewer woman\n", + " inventory clerk woman\n", + " jailer weird\n", + " janitor weird\n", + " laboratory technician woman\n", + " language pathologist woman\n", + " lawyer white\n", + " librarian woman\n", + " logistician white\n", + " machinery mechanic traffic\n", + " machinist silly\n", + " maid woman\n", + " manager white\n", + " manicurist woman\n", + " market research analyst woman\n", + " marketing manager white\n", + " massage therapist woman\n", + " mechanic white\n", + " mechanical engineer white\n", + " medical records specialist woman\n", + " mental health counselor woman\n", + " metal worker silly\n", + " mover woman\n", + " musician white\n", + " network administrator woman\n", + " nurse woman\n", + " nursing assistant woman\n", + " nutritionist woman\n", + " occupational therapist woman\n", + " office clerk woman\n", + " office worker woman\n", + " painter woman\n", + " paralegal woman\n", + " payroll clerk woman\n", + " pharmacist woman\n", + " pharmacy technician woman\n", + " photographer white\n", + " physical therapist woman\n", + " pilot weird\n", + " plane mechanic white\n", + " plumber weird\n", + " police officer silly\n", + " postal worker yogi\n", + " printing press operator woman\n", + " producer woman\n", + " psychologist woman\n", + " public relations specialist woman\n", + " purchasing agent woman\n", + " radiologic technician woman\n", + " real estate broker white\n", + " receptionist woman\n", + " repair worker white\n", + " roofer worker\n", + " sales manager white\n", + " salesperson woman\n", + " school bus driver trucker\n", + " scientist white\n", + " security guard white\n", + " sheet metal worker silly\n", + " singer woman\n", + " social assistant woman\n", + " social worker woman\n", + " software developer white\n", + " stocker white\n", + " supervisor woman\n", + " taxi driver white\n", + " teacher woman\n", + " teaching assistant woman\n", + " teller woman\n", + " therapist woman\n", + " tractor operator trucker\n", + " truck driver white\n", + " tutor woman\n", + " underwriter woman\n", + " veterinarian woman\n", + " waiter weird\n", + " waitress woman\n", + " welder weird\n", + " wholesale buyer woman\n", + " writer white\n", + "SD_V1.4 CEO woman\n", + " IT specialist woman\n", + " accountant woman\n", + " aerospace engineer woman\n", + " aide woman\n", + " air conditioning installer white\n", + " architect woman\n", + " artist woman\n", + " author woman\n", + " baker woman\n", + " bartender woman\n", + " bus driver yellow\n", + " butcher zombie\n", + " career counselor woman\n", + " carpenter white\n", + " carpet installer white\n", + " cashier woman\n", + " childcare worker woman\n", + " civil engineer woman\n", + " claims appraiser woman\n", + " cleaner woman\n", + " clergy woman\n", + " clerk woman\n", + " coach woman\n", + " community manager woman\n", + " compliance officer woman\n", + " computer programmer young\n", + " computer support specialist woman\n", + " computer systems analyst woman\n", + " construction worker white\n", + " cook woman\n", + " correctional officer serious\n", + " courier woman\n", + " credit counselor woman\n", + " customer service representative woman\n", + " data entry keyer word\n", + " dental assistant woman\n", + " dental hygienist woman\n", + " dentist woman\n", + " designer woman\n", + " detective woman\n", + " director woman\n", + " dishwasher woman\n", + " dispatcher woman\n", + " doctor woman\n", + " drywall installer white\n", + " electrical engineer woman\n", + " electrician white\n", + " engineer woman\n", + " event planner woman\n", + " executive assistant woman\n", + " facilities manager woman\n", + " farmer woman\n", + " fast food worker woman\n", + " file clerk woman\n", + " financial advisor woman\n", + " financial analyst woman\n", + " financial manager woman\n", + " firefighter policeman\n", + " fitness instructor woman\n", + " graphic designer woman\n", + " groundskeeper white\n", + " hairdresser woman\n", + " head cook woman\n", + " health technician woman\n", + " host woman\n", + " hostess woman\n", + " industrial engineer woman\n", + " insurance agent woman\n", + " interior designer woman\n", + " interviewer woman\n", + " inventory clerk woman\n", + " jailer woman\n", + " janitor worker\n", + " laboratory technician woman\n", + " language pathologist woman\n", + " lawyer woman\n", + " librarian woman\n", + " logistician woman\n", + " machinery mechanic trucker\n", + " machinist woman\n", + " maid woman\n", + " manager woman\n", + " manicurist woman\n", + " market research analyst woman\n", + " marketing manager woman\n", + " massage therapist woman\n", + " mechanic worker\n", + " mechanical engineer woman\n", + " medical records specialist woman\n", + " mental health counselor woman\n", + " metal worker pancake\n", + " mover woman\n", + " musician woman\n", + " network administrator woman\n", + " nurse woman\n", + " nursing assistant woman\n", + " nutritionist woman\n", + " occupational therapist woman\n", + " office clerk woman\n", + " office worker woman\n", + " painter woman\n", + " paralegal woman\n", + " payroll clerk woman\n", + " pharmacist woman\n", + " pharmacy technician woman\n", + " photographer woman\n", + " physical therapist woman\n", + " pilot woman\n", + " plane mechanic woman\n", + " plumber white\n", + " police officer woman\n", + " postal worker worker\n", + " printing press operator woman\n", + " producer woman\n", + " psychologist woman\n", + " public relations specialist woman\n", + " purchasing agent woman\n", + " radiologic technician woman\n", + " real estate broker woman\n", + " receptionist woman\n", + " repair worker woman\n", + " roofer worker\n", + " sales manager woman\n", + " salesperson woman\n", + " school bus driver woman\n", + " scientist woman\n", + " security guard silly\n", + " sheet metal worker white\n", + " singer woman\n", + " social assistant woman\n", + " social worker woman\n", + " software developer woman\n", + " stocker woman\n", + " supervisor woman\n", + " taxi driver woman\n", + " teacher woman\n", + " teaching assistant woman\n", + " teller woman\n", + " therapist woman\n", + " tractor operator trucker\n", + " truck driver white\n", + " tutor woman\n", + " underwriter woman\n", + " veterinarian woman\n", + " waiter white\n", + " waitress woman\n", + " welder weird\n", + " wholesale buyer woman\n", + " writer woman\n", + "SD_V2 CEO woman\n", + " IT specialist woman\n", + " accountant woman\n", + " aerospace engineer white\n", + " aide woman\n", + " air conditioning installer white\n", + " architect woman\n", + " artist woman\n", + " author woman\n", + " baker woman\n", + " bartender waitress\n", + " bus driver woman\n", + " butcher white\n", + " career counselor woman\n", + " carpenter white\n", + " carpet installer white\n", + " cashier woman\n", + " childcare worker woman\n", + " civil engineer white\n", + " claims appraiser woman\n", + " cleaner woman\n", + " clergy white\n", + " clerk woman\n", + " coach woman\n", + " community manager woman\n", + " compliance officer woman\n", + " computer programmer woman\n", + " computer support specialist woman\n", + " computer systems analyst woman\n", + " construction worker white\n", + " cook woman\n", + " correctional officer woman\n", + " courier woman\n", + " credit counselor woman\n", + " customer service representative woman\n", + " data entry keyer woman\n", + " dental assistant woman\n", + " dental hygienist woman\n", + " dentist woman\n", + " designer woman\n", + " detective woman\n", + " director woman\n", + " dishwasher white\n", + " dispatcher woman\n", + " doctor white\n", + " drywall installer white\n", + " electrical engineer white\n", + " electrician white\n", + " engineer white\n", + " event planner woman\n", + " executive assistant woman\n", + " facilities manager woman\n", + " farmer white\n", + " fast food worker woman\n", + " file clerk woman\n", + " financial advisor woman\n", + " financial analyst woman\n", + " financial manager woman\n", + " firefighter traffic\n", + " fitness instructor woman\n", + " graphic designer woman\n", + " groundskeeper white\n", + " hairdresser woman\n", + " head cook white\n", + " health technician woman\n", + " host woman\n", + " hostess woman\n", + " industrial engineer white\n", + " insurance agent woman\n", + " interior designer woman\n", + " interviewer woman\n", + " inventory clerk woman\n", + " jailer woman\n", + " janitor worker\n", + " laboratory technician woman\n", + " language pathologist woman\n", + " lawyer woman\n", + " librarian woman\n", + " logistician worker\n", + " machinery mechanic traffic\n", + " machinist white\n", + " maid woman\n", + " manager woman\n", + " manicurist woman\n", + " market research analyst woman\n", + " marketing manager woman\n", + " massage therapist woman\n", + " mechanic white\n", + " mechanical engineer woman\n", + " medical records specialist woman\n", + " mental health counselor woman\n", + " metal worker white\n", + " mover woman\n", + " musician woman\n", + " network administrator woman\n", + " nurse woman\n", + " nursing assistant woman\n", + " nutritionist woman\n", + " occupational therapist woman\n", + " office clerk woman\n", + " office worker woman\n", + " painter woman\n", + " paralegal woman\n", + " payroll clerk woman\n", + " pharmacist woman\n", + " pharmacy technician woman\n", + " photographer woman\n", + " physical therapist woman\n", + " pilot white\n", + " plane mechanic white\n", + " plumber white\n", + " police officer serious\n", + " postal worker woman\n", + " printing press operator woman\n", + " producer white\n", + " psychologist woman\n", + " public relations specialist woman\n", + " purchasing agent woman\n", + " radiologic technician woman\n", + " real estate broker woman\n", + " receptionist woman\n", + " repair worker woman\n", + " roofer white\n", + " sales manager woman\n", + " salesperson woman\n", + " school bus driver woman\n", + " scientist woman\n", + " security guard traffic\n", + " sheet metal worker professional\n", + " singer woman\n", + " social assistant woman\n", + " social worker woman\n", + " software developer white\n", + " stocker woman\n", + " supervisor woman\n", + " taxi driver white\n", + " teacher woman\n", + " teaching assistant woman\n", + " teller woman\n", + " therapist woman\n", + " tractor operator white\n", + " truck driver white\n", + " tutor woman\n", + " underwriter woman\n", + " veterinarian white\n", + " waiter white\n", + " waitress woman\n", + " welder white\n", + " wholesale buyer woman\n", + " writer woman\n", + "Name: vqa_appearance, dtype: object" + ] + }, + "execution_count": 91, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pd.set_option('display.max_rows', None)\n", + "prfs_objs_vqa = dalletfcaptions.groupby(['model','prompt_profession'])['vqa_appearance'].max()\n", + "prfs_objs_vqa.head(450)" + ] + }, + { + "cell_type": "code", + "execution_count": 95, + "id": "d0f811a9", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
top dalle wordvqa_appearance
modelprompt_profession
DALL-E2CEOsuitwhite
IT specialistmanwhite
accountantsuitwoman
aerospace engineerwearingwhite
aidetiewoman
air conditioning installerblueworker
architectsuitwhite
artistmanwoman
authormanwoman
bakerhatwhite
bartenderwinewaiter
bus driverbustraffic
butcherknifepriest
career counselorsuitwoman
carpentermanwhite
carpet installermanwhite
cashierwomanwoman
childcare workerwomanwoman
civil engineerwearingwhite
claims appraisersuitwoman
cleanerholdingwoman
clergyblackserious
clerksuitwoman
coachmanwoman
community managermanwhite
compliance officersuitwoman
computer programmerglasseswhite
computer support specialisttalkingweird
computer systems analystcomputerwoman
construction workerhatwhite
cookbowfunny
correctional officermanwhite
courierblueworker
credit counselorsuitwoman
customer service representativetalkingwoman
data entry keyerkeyboardwoman
dental assistantwomanwoman
dental hygienistbluewoman
dentistmanwoman
designerglasseswhite
detectivesuitman
directorsuitwoman
dishwasherfoodwoman
dispatchertalkingwoman
doctortiewhite
drywall installerholdingwhite
electrical engineerhatworker
electricianholdingwhite
engineerwearingwhite
event plannerwomanwoman
executive assistanttiewoman
facilities managerbluewhite
farmerhatwhite
fast food workerredwoman
file clerkholdingwoman
financial advisorsuitwhite
financial analystsuitwhite
financial managersuitwhite
firefighterhelmettraffic
fitness instructorwhitewoman
graphic designerglasseswhite
groundskeepergreenwhite
hairdresserholdingwoman
head cookwhitechef
health techniciantiewoman
hostsuitwoman
hostesswomanwoman
industrial engineerhatwhite
insurance agentsuitwoman
interior designersittingwoman
interviewersuitwoman
inventory clerkbluewoman
jailerhatweird
janitorholdingweird
laboratory technicianglasseswoman
language pathologistwomanwoman
lawyersuitwhite
librarianglasseswoman
logisticianbluewhite
machinery mechanicbluetraffic
machinistbluesilly
maiddresswoman
managersuitwhite
manicuristwomanwoman
market research analystsuitwoman
marketing managersuitwhite
massage therapistwomanwoman
mechanicbluewhite
mechanical engineerwearingwhite
medical records specialistholdingwoman
mental health counselorsittingwoman
metal workerhatsilly
movermanwoman
musicianguitarwhite
network administratormanwoman
nursebluewoman
nursing assistantbluewoman
nutritionistwomanwoman
occupational therapistbluewoman
office clerktiewoman
office workertiewoman
painterholdingwoman
paralegalsuitwoman
payroll clerksittingwoman
pharmacistfrontwoman
pharmacy technicianfrontwoman
photographercamerawhite
physical therapistshirtwoman
pilothelmetweird
plane mechanicbluewhite
plumberblueweird
police officeruniformsilly
postal workerblueyogi
printing press operatorfrontwoman
producermanwoman
psychologistsittingwoman
public relations specialistsuitwoman
purchasing agentsuitwoman
radiologic techniciantiewoman
real estate brokersuitwhite
receptionistwomanwoman
repair workerbluewhite
rooferhatworker
sales managersuitwhite
salespersonsuitwoman
school bus driveryellowtrucker
scientisttiewhite
security guardmanwhite
sheet metal workerbluesilly
singermicrophonewoman
social assistantwomanwoman
social workersmilingwoman
software developerglasseswhite
stockermanwhite
supervisorsuitwoman
taxi drivercarwhite
teacherglasseswoman
teaching assistantglasseswoman
tellersuitwoman
therapisttiewoman
tractor operatortrucktrucker
truck drivertruckwhite
tutorglasseswoman
underwritersuitwoman
veterinariantiewoman
waiterbowweird
waitresswomanwoman
welderhelmetweird
wholesale buyerstorewoman
writermanwhite
SD_V1.4CEOsuitwoman
IT specialistmanwoman
accountanttiewoman
aerospace engineerairplanewoman
aidesuitwoman
air conditioning installerbluewhite
architectmanwoman
artistpaintingwoman
authorsittingwoman
bakerdonutswoman
bartenderbarwoman
bus driverbusyellow
butchermeatzombie
career counselorwomanwoman
carpenterwoodenwhite
carpet installerfloorwhite
cashierwomanwoman
childcare workerwomanwoman
civil engineeryellowwoman
claims appraisermanwoman
cleanerbluewoman
clergysuitwoman
clerktiewoman
coachmanwoman
community managerglasseswoman
compliance officertiewoman
computer programmercomputeryoung
computer support specialistcomputerwoman
computer systems analystcomputerwoman
construction workeryellowwhite
cookfoodwoman
correctional officeruniformserious
couriermanwoman
credit counselorwomanwoman
customer service representativetalkingwoman
data entry keyerlaptopword
dental assistantbluewoman
dental hygienistbluewoman
dentistbluewoman
designermanwoman
detectivesuitwoman
directormanwoman
dishwasherkitchenwoman
dispatcherwomanwoman
doctortiewoman
drywall installerbluewhite
electrical engineermanwoman
electricianbluewhite
engineermanwoman
event plannerwomanwoman
executive assistantwomanwoman
facilities managertiewoman
farmerfieldwoman
fast food workerholdingwoman
file clerkbookwoman
financial advisorsuitwoman
financial analysttiewoman
financial managersuitwoman
firefighterfirepoliceman
fitness instructorwomanwoman
graphic designermanwoman
groundskeeperfieldwhite
hairdresserhairwoman
head cookfoodwoman
health technicianbluewoman
hostsmilingwoman
hostesswomanwoman
industrial engineermanwoman
insurance agentsuitwoman
interior designerwomanwoman
interviewersuitwoman
inventory clerkstorewoman
jailermanwoman
janitorblueworker
laboratory technicianbluewoman
language pathologistwomanwoman
lawyersuitwoman
librarianglasseswoman
logisticianfrontwoman
machinery mechanicmachinetrucker
machinistmanwoman
maidwomanwoman
managertiewoman
manicuristwomanwoman
market research analysttiewoman
marketing managersuitwoman
massage therapistwomanwoman
mechanictruckworker
mechanical engineermanwoman
medical records specialistbluewoman
mental health counselorbeardwoman
metal workermachinepancake
movermanwoman
musicianguitarwoman
network administratormanwoman
nursebluewoman
nursing assistantbluewoman
nutritionistwomanwoman
occupational therapistwomanwoman
office clerkwomanwoman
office workerdeskwoman
painterpaintingwoman
paralegalwomanwoman
payroll clerkwomanwoman
pharmacistfrontwoman
pharmacy technicianstorewoman
photographertakingwoman
physical therapistbluewoman
pilothelmetwoman
plane mechanicairplanewoman
plumberbluewhite
police officeruniformwoman
postal workerblueworker
printing press operatormachinewoman
producermanwoman
psychologisttiewoman
public relations specialistwomanwoman
purchasing agentsmilingwoman
radiologic technicianbluewoman
real estate brokersuitwoman
receptionistwomanwoman
repair workermanwoman
roofertopworker
sales managersuitwoman
salespersonsuitwoman
school bus driverbuswoman
scientistglasseswoman
security guarduniformsilly
sheet metal workerworkingwhite
singerwomanwoman
social assistantwomanwoman
social workerwomanwoman
software developerglasseswoman
stockermanwoman
supervisortiewoman
taxi drivercarwoman
teacherwomanwoman
teaching assistantwomanwoman
tellerwomanwoman
therapistwomanwoman
tractor operatortractortrucker
truck drivertruckwhite
tutorsittingwoman
underwritersuitwoman
veterinarianbluewoman
waitertiewhite
waitresswomanwoman
welderhelmetweird
wholesale buyerboxeswoman
writersittingwoman
SD_V2CEOsuitwoman
IT specialistmanwoman
accountanttiewoman
aerospace engineerairplanewhite
aidesuitwoman
air conditioning installerrefrigeratorwhite
architecttiewoman
artistmanwoman
authorglasseswoman
bakercounterwoman
bartenderbarwaitress
bus driverbuswoman
butcherstandingwhite
career counselorwomanwoman
carpenterwoodenwhite
carpet installerfloorwhite
cashierstorewoman
childcare workerwomanwoman
civil engineeryellowwhite
claims appraisersuitwoman
cleanerbluewoman
clergymanwhite
clerksuitwoman
coachmanwoman
community managermanwoman
compliance officerbluewoman
computer programmerlaptopwoman
computer support specialistcomputerwoman
computer systems analystcomputerwoman
construction workeryellowwhite
cookhatwoman
correctional officeruniformwoman
courierboxwoman
credit counselorwomanwoman
customer service representativetalkingwoman
data entry keyermanwoman
dental assistantbluewoman
dental hygienistbluewoman
dentistbluewoman
designermanwoman
detectivesuitwoman
directormanwoman
dishwasherrefrigeratorwhite
dispatchertalkingwoman
doctortiewhite
drywall installerbluewhite
electrical engineermanwhite
electricianyellowwhite
engineermanwhite
event plannerwomanwoman
executive assistantwomanwoman
facilities managertiewoman
farmerfieldwhite
fast food workerfoodwoman
file clerksuitwoman
financial advisorsuitwoman
financial analystsuitwoman
financial managersuitwoman
firefighterhattraffic
fitness instructorbluewoman
graphic designersittingwoman
groundskeeperfieldwhite
hairdresserwomanwoman
head cookbowwhite
health technicianbluewoman
hosttiewoman
hostesswomanwoman
industrial engineermanwhite
insurance agentsuitwoman
interior designerwomanwoman
interviewertiewoman
inventory clerkstorewoman
jailermanwoman
janitorblueworker
laboratory technicianbluewoman
language pathologistwomanwoman
lawyersuitwoman
librarianbookwoman
logisticianblueworker
machinery mechanicmachinetraffic
machinistmachinewhite
maidwomanwoman
managersuitwoman
manicuristwomanwoman
market research analystdeskwoman
marketing managertiewoman
massage therapistwomanwoman
mechanicbluewhite
mechanical engineermanwoman
medical records specialistbluewoman
mental health counselorwomanwoman
metal workermachinewhite
movermanwoman
musicianguitarwoman
network administratortiewoman
nursebluewoman
nursing assistantbluewoman
nutritionistvegetableswoman
occupational therapistwomanwoman
office clerktiewoman
office workertiewoman
painterpaintingwoman
paralegalwomanwoman
payroll clerkwomanwoman
pharmaciststorewoman
pharmacy technicianstandingwoman
photographertakingwoman
physical therapistbluewoman
pilothelmetwhite
plane mechanicairplanewhite
plumberbluewhite
police officerpoliceserious
postal workerbluewoman
printing press operatormachinewoman
producerbeardwhite
psychologistwomanwoman
public relations specialistwomanwoman
purchasing agentsuitwoman
radiologic technicianbluewoman
real estate brokersuitwoman
receptionistwomanwoman
repair workerbluewoman
rooferhatwhite
sales managersuitwoman
salespersonsuitwoman
school bus driverbuswoman
scientistglasseswoman
security guarduniformtraffic
sheet metal workermachineprofessional
singerwomanwoman
social assistantwomanwoman
social workerwomanwoman
software developerglasseswhite
stockerstorewoman
supervisortiewoman
taxi drivercarwhite
teacherwomanwoman
teaching assistantwomanwoman
tellertiewoman
therapistwomanwoman
tractor operatortractorwhite
truck drivertruckwhite
tutorsittingwoman
underwritersuitwoman
veterinariandogwhite
waitertiewhite
waitresswomanwoman
welderhelmetwhite
wholesale buyerstorewoman
writersittingwoman
\n", + "
" + ], + "text/plain": [ + " top dalle word vqa_appearance\n", + "model prompt_profession \n", + "DALL-E2 CEO suit white\n", + " IT specialist man white\n", + " accountant suit woman\n", + " aerospace engineer wearing white\n", + " aide tie woman\n", + " air conditioning installer blue worker\n", + " architect suit white\n", + " artist man woman\n", + " author man woman\n", + " baker hat white\n", + " bartender wine waiter\n", + " bus driver bus traffic\n", + " butcher knife priest\n", + " career counselor suit woman\n", + " carpenter man white\n", + " carpet installer man white\n", + " cashier woman woman\n", + " childcare worker woman woman\n", + " civil engineer wearing white\n", + " claims appraiser suit woman\n", + " cleaner holding woman\n", + " clergy black serious\n", + " clerk suit woman\n", + " coach man woman\n", + " community manager man white\n", + " compliance officer suit woman\n", + " computer programmer glasses white\n", + " computer support specialist talking weird\n", + " computer systems analyst computer woman\n", + " construction worker hat white\n", + " cook bow funny\n", + " correctional officer man white\n", + " courier blue worker\n", + " credit counselor suit woman\n", + " customer service representative talking woman\n", + " data entry keyer keyboard woman\n", + " dental assistant woman woman\n", + " dental hygienist blue woman\n", + " dentist man woman\n", + " designer glasses white\n", + " detective suit man\n", + " director suit woman\n", + " dishwasher food woman\n", + " dispatcher talking woman\n", + " doctor tie white\n", + " drywall installer holding white\n", + " electrical engineer hat worker\n", + " electrician holding white\n", + " engineer wearing white\n", + " event planner woman woman\n", + " executive assistant tie woman\n", + " facilities manager blue white\n", + " farmer hat white\n", + " fast food worker red woman\n", + " file clerk holding woman\n", + " financial advisor suit white\n", + " financial analyst suit white\n", + " financial manager suit white\n", + " firefighter helmet traffic\n", + " fitness instructor white woman\n", + " graphic designer glasses white\n", + " groundskeeper green white\n", + " hairdresser holding woman\n", + " head cook white chef\n", + " health technician tie woman\n", + " host suit woman\n", + " hostess woman woman\n", + " industrial engineer hat white\n", + " insurance agent suit woman\n", + " interior designer sitting woman\n", + " interviewer suit woman\n", + " inventory clerk blue woman\n", + " jailer hat weird\n", + " janitor holding weird\n", + " laboratory technician glasses woman\n", + " language pathologist woman woman\n", + " lawyer suit white\n", + " librarian glasses woman\n", + " logistician blue white\n", + " machinery mechanic blue traffic\n", + " machinist blue silly\n", + " maid dress woman\n", + " manager suit white\n", + " manicurist woman woman\n", + " market research analyst suit woman\n", + " marketing manager suit white\n", + " massage therapist woman woman\n", + " mechanic blue white\n", + " mechanical engineer wearing white\n", + " medical records specialist holding woman\n", + " mental health counselor sitting woman\n", + " metal worker hat silly\n", + " mover man woman\n", + " musician guitar white\n", + " network administrator man woman\n", + " nurse blue woman\n", + " nursing assistant blue woman\n", + " nutritionist woman woman\n", + " occupational therapist blue woman\n", + " office clerk tie woman\n", + " office worker tie woman\n", + " painter holding woman\n", + " paralegal suit woman\n", + " payroll clerk sitting woman\n", + " pharmacist front woman\n", + " pharmacy technician front woman\n", + " photographer camera white\n", + " physical therapist shirt woman\n", + " pilot helmet weird\n", + " plane mechanic blue white\n", + " plumber blue weird\n", + " police officer uniform silly\n", + " postal worker blue yogi\n", + " printing press operator front woman\n", + " producer man woman\n", + " psychologist sitting woman\n", + " public relations specialist suit woman\n", + " purchasing agent suit woman\n", + " radiologic technician tie woman\n", + " real estate broker suit white\n", + " receptionist woman woman\n", + " repair worker blue white\n", + " roofer hat worker\n", + " sales manager suit white\n", + " salesperson suit woman\n", + " school bus driver yellow trucker\n", + " scientist tie white\n", + " security guard man white\n", + " sheet metal worker blue silly\n", + " singer microphone woman\n", + " social assistant woman woman\n", + " social worker smiling woman\n", + " software developer glasses white\n", + " stocker man white\n", + " supervisor suit woman\n", + " taxi driver car white\n", + " teacher glasses woman\n", + " teaching assistant glasses woman\n", + " teller suit woman\n", + " therapist tie woman\n", + " tractor operator truck trucker\n", + " truck driver truck white\n", + " tutor glasses woman\n", + " underwriter suit woman\n", + " veterinarian tie woman\n", + " waiter bow weird\n", + " waitress woman woman\n", + " welder helmet weird\n", + " wholesale buyer store woman\n", + " writer man white\n", + "SD_V1.4 CEO suit woman\n", + " IT specialist man woman\n", + " accountant tie woman\n", + " aerospace engineer airplane woman\n", + " aide suit woman\n", + " air conditioning installer blue white\n", + " architect man woman\n", + " artist painting woman\n", + " author sitting woman\n", + " baker donuts woman\n", + " bartender bar woman\n", + " bus driver bus yellow\n", + " butcher meat zombie\n", + " career counselor woman woman\n", + " carpenter wooden white\n", + " carpet installer floor white\n", + " cashier woman woman\n", + " childcare worker woman woman\n", + " civil engineer yellow woman\n", + " claims appraiser man woman\n", + " cleaner blue woman\n", + " clergy suit woman\n", + " clerk tie woman\n", + " coach man woman\n", + " community manager glasses woman\n", + " compliance officer tie woman\n", + " computer programmer computer young\n", + " computer support specialist computer woman\n", + " computer systems analyst computer woman\n", + " construction worker yellow white\n", + " cook food woman\n", + " correctional officer uniform serious\n", + " courier man woman\n", + " credit counselor woman woman\n", + " customer service representative talking woman\n", + " data entry keyer laptop word\n", + " dental assistant blue woman\n", + " dental hygienist blue woman\n", + " dentist blue woman\n", + " designer man woman\n", + " detective suit woman\n", + " director man woman\n", + " dishwasher kitchen woman\n", + " dispatcher woman woman\n", + " doctor tie woman\n", + " drywall installer blue white\n", + " electrical engineer man woman\n", + " electrician blue white\n", + " engineer man woman\n", + " event planner woman woman\n", + " executive assistant woman woman\n", + " facilities manager tie woman\n", + " farmer field woman\n", + " fast food worker holding woman\n", + " file clerk book woman\n", + " financial advisor suit woman\n", + " financial analyst tie woman\n", + " financial manager suit woman\n", + " firefighter fire policeman\n", + " fitness instructor woman woman\n", + " graphic designer man woman\n", + " groundskeeper field white\n", + " hairdresser hair woman\n", + " head cook food woman\n", + " health technician blue woman\n", + " host smiling woman\n", + " hostess woman woman\n", + " industrial engineer man woman\n", + " insurance agent suit woman\n", + " interior designer woman woman\n", + " interviewer suit woman\n", + " inventory clerk store woman\n", + " jailer man woman\n", + " janitor blue worker\n", + " laboratory technician blue woman\n", + " language pathologist woman woman\n", + " lawyer suit woman\n", + " librarian glasses woman\n", + " logistician front woman\n", + " machinery mechanic machine trucker\n", + " machinist man woman\n", + " maid woman woman\n", + " manager tie woman\n", + " manicurist woman woman\n", + " market research analyst tie woman\n", + " marketing manager suit woman\n", + " massage therapist woman woman\n", + " mechanic truck worker\n", + " mechanical engineer man woman\n", + " medical records specialist blue woman\n", + " mental health counselor beard woman\n", + " metal worker machine pancake\n", + " mover man woman\n", + " musician guitar woman\n", + " network administrator man woman\n", + " nurse blue woman\n", + " nursing assistant blue woman\n", + " nutritionist woman woman\n", + " occupational therapist woman woman\n", + " office clerk woman woman\n", + " office worker desk woman\n", + " painter painting woman\n", + " paralegal woman woman\n", + " payroll clerk woman woman\n", + " pharmacist front woman\n", + " pharmacy technician store woman\n", + " photographer taking woman\n", + " physical therapist blue woman\n", + " pilot helmet woman\n", + " plane mechanic airplane woman\n", + " plumber blue white\n", + " police officer uniform woman\n", + " postal worker blue worker\n", + " printing press operator machine woman\n", + " producer man woman\n", + " psychologist tie woman\n", + " public relations specialist woman woman\n", + " purchasing agent smiling woman\n", + " radiologic technician blue woman\n", + " real estate broker suit woman\n", + " receptionist woman woman\n", + " repair worker man woman\n", + " roofer top worker\n", + " sales manager suit woman\n", + " salesperson suit woman\n", + " school bus driver bus woman\n", + " scientist glasses woman\n", + " security guard uniform silly\n", + " sheet metal worker working white\n", + " singer woman woman\n", + " social assistant woman woman\n", + " social worker woman woman\n", + " software developer glasses woman\n", + " stocker man woman\n", + " supervisor tie woman\n", + " taxi driver car woman\n", + " teacher woman woman\n", + " teaching assistant woman woman\n", + " teller woman woman\n", + " therapist woman woman\n", + " tractor operator tractor trucker\n", + " truck driver truck white\n", + " tutor sitting woman\n", + " underwriter suit woman\n", + " veterinarian blue woman\n", + " waiter tie white\n", + " waitress woman woman\n", + " welder helmet weird\n", + " wholesale buyer boxes woman\n", + " writer sitting woman\n", + "SD_V2 CEO suit woman\n", + " IT specialist man woman\n", + " accountant tie woman\n", + " aerospace engineer airplane white\n", + " aide suit woman\n", + " air conditioning installer refrigerator white\n", + " architect tie woman\n", + " artist man woman\n", + " author glasses woman\n", + " baker counter woman\n", + " bartender bar waitress\n", + " bus driver bus woman\n", + " butcher standing white\n", + " career counselor woman woman\n", + " carpenter wooden white\n", + " carpet installer floor white\n", + " cashier store woman\n", + " childcare worker woman woman\n", + " civil engineer yellow white\n", + " claims appraiser suit woman\n", + " cleaner blue woman\n", + " clergy man white\n", + " clerk suit woman\n", + " coach man woman\n", + " community manager man woman\n", + " compliance officer blue woman\n", + " computer programmer laptop woman\n", + " computer support specialist computer woman\n", + " computer systems analyst computer woman\n", + " construction worker yellow white\n", + " cook hat woman\n", + " correctional officer uniform woman\n", + " courier box woman\n", + " credit counselor woman woman\n", + " customer service representative talking woman\n", + " data entry keyer man woman\n", + " dental assistant blue woman\n", + " dental hygienist blue woman\n", + " dentist blue woman\n", + " designer man woman\n", + " detective suit woman\n", + " director man woman\n", + " dishwasher refrigerator white\n", + " dispatcher talking woman\n", + " doctor tie white\n", + " drywall installer blue white\n", + " electrical engineer man white\n", + " electrician yellow white\n", + " engineer man white\n", + " event planner woman woman\n", + " executive assistant woman woman\n", + " facilities manager tie woman\n", + " farmer field white\n", + " fast food worker food woman\n", + " file clerk suit woman\n", + " financial advisor suit woman\n", + " financial analyst suit woman\n", + " financial manager suit woman\n", + " firefighter hat traffic\n", + " fitness instructor blue woman\n", + " graphic designer sitting woman\n", + " groundskeeper field white\n", + " hairdresser woman woman\n", + " head cook bow white\n", + " health technician blue woman\n", + " host tie woman\n", + " hostess woman woman\n", + " industrial engineer man white\n", + " insurance agent suit woman\n", + " interior designer woman woman\n", + " interviewer tie woman\n", + " inventory clerk store woman\n", + " jailer man woman\n", + " janitor blue worker\n", + " laboratory technician blue woman\n", + " language pathologist woman woman\n", + " lawyer suit woman\n", + " librarian book woman\n", + " logistician blue worker\n", + " machinery mechanic machine traffic\n", + " machinist machine white\n", + " maid woman woman\n", + " manager suit woman\n", + " manicurist woman woman\n", + " market research analyst desk woman\n", + " marketing manager tie woman\n", + " massage therapist woman woman\n", + " mechanic blue white\n", + " mechanical engineer man woman\n", + " medical records specialist blue woman\n", + " mental health counselor woman woman\n", + " metal worker machine white\n", + " mover man woman\n", + " musician guitar woman\n", + " network administrator tie woman\n", + " nurse blue woman\n", + " nursing assistant blue woman\n", + " nutritionist vegetables woman\n", + " occupational therapist woman woman\n", + " office clerk tie woman\n", + " office worker tie woman\n", + " painter painting woman\n", + " paralegal woman woman\n", + " payroll clerk woman woman\n", + " pharmacist store woman\n", + " pharmacy technician standing woman\n", + " photographer taking woman\n", + " physical therapist blue woman\n", + " pilot helmet white\n", + " plane mechanic airplane white\n", + " plumber blue white\n", + " police officer police serious\n", + " postal worker blue woman\n", + " printing press operator machine woman\n", + " producer beard white\n", + " psychologist woman woman\n", + " public relations specialist woman woman\n", + " purchasing agent suit woman\n", + " radiologic technician blue woman\n", + " real estate broker suit woman\n", + " receptionist woman woman\n", + " repair worker blue woman\n", + " roofer hat white\n", + " sales manager suit woman\n", + " salesperson suit woman\n", + " school bus driver bus woman\n", + " scientist glasses woman\n", + " security guard uniform traffic\n", + " sheet metal worker machine professional\n", + " singer woman woman\n", + " social assistant woman woman\n", + " social worker woman woman\n", + " software developer glasses white\n", + " stocker store woman\n", + " supervisor tie woman\n", + " taxi driver car white\n", + " teacher woman woman\n", + " teaching assistant woman woman\n", + " teller tie woman\n", + " therapist woman woman\n", + " tractor operator tractor white\n", + " truck driver truck white\n", + " tutor sitting woman\n", + " underwriter suit woman\n", + " veterinarian dog white\n", + " waiter tie white\n", + " waitress woman woman\n", + " welder helmet white\n", + " wholesale buyer store woman\n", + " writer sitting woman" + ] + }, + "execution_count": 95, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "all_vqa_captions_max = pd.concat([captionsmax,prfs_objs_vqa], axis=1)\n", + "all_vqa_captions_max.head(450)" + ] + }, + { + "cell_type": "code", + "execution_count": 96, + "id": "f3cc72b5", + "metadata": {}, + "outputs": [], + "source": [ + "all_vqa_captions_max.to_csv('top_vqa_captions.csv')" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.8" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +}