{
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  {
   "cell_type": "code",
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   "id": "c9c0a44c",
   "metadata": {
    "execution": {
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     "iopub.status.busy": "2023-05-18T11:21:29.079024Z",
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     "status": "completed"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import glob\n",
    "import numpy as np\n",
    "from IPython.display import display, HTML\n",
    "import re"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "0a96fd22",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-05-18T11:21:29.115467Z",
     "iopub.status.busy": "2023-05-18T11:21:29.114917Z",
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     "shell.execute_reply": "2023-05-18T11:21:29.119132Z"
    },
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     "exception": false,
     "start_time": "2023-05-18T11:21:29.103695",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "path = ('/kaggle/input/midjourney-v51-prompts-and-image-links/')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "76aea5d2",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-05-18T11:21:29.144351Z",
     "iopub.status.busy": "2023-05-18T11:21:29.143483Z",
     "iopub.status.idle": "2023-05-18T11:21:29.149295Z",
     "shell.execute_reply": "2023-05-18T11:21:29.148416Z"
    },
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     "exception": false,
     "start_time": "2023-05-18T11:21:29.132287",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "pd.set_option('display.max_columns', None)\n",
    "pd.set_option('display.expand_frame_repr', False)\n",
    "pd.set_option('display.max_colwidth', None)\n",
    "pd.set_option('display.max_rows', 50)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "8112f5e5",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-05-18T11:21:29.174021Z",
     "iopub.status.busy": "2023-05-18T11:21:29.172994Z",
     "iopub.status.idle": "2023-05-18T11:22:27.547676Z",
     "shell.execute_reply": "2023-05-18T11:22:27.546270Z"
    },
    "papermill": {
     "duration": 58.388688,
     "end_time": "2023-05-18T11:22:27.550563",
     "exception": false,
     "start_time": "2023-05-18T11:21:29.161875",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import glob\n",
    "\n",
    "csv_files = glob.glob(path + '*.csv')\n",
    "combined_df = pd.concat([pd.read_csv(file) for file in csv_files], ignore_index=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "45d9f94e",
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    "execution": {
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     "shell.execute_reply": "2023-05-18T11:22:27.609552Z"
    },
    "papermill": {
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     "end_time": "2023-05-18T11:22:27.614343",
     "exception": false,
     "start_time": "2023-05-18T11:22:27.561102",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
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       "      <th>Date</th>\n",
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       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>04/20/2023 12:00 AM</td>\n",
       "      <td>**Pepe the frog dollar bills, jewels, gems, treasure, rich** - @pixeljunkie (fast)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/984632500875821066/1098276842357657600/pixeljunkie_Pepe_the_frog_dollar_bills_jewels_gems_treasure_ric_21631231-5b41-4d65-81fa-3322f903de67.png</td>\n",
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       "      <td>04/20/2023 12:00 AM</td>\n",
       "      <td>**&lt;https://s.mj.run/rqCBx_b6CNM&gt; GK, A beautiful girl wearing oversize futuristic jacket, white color background, clay materials, IP by pop mart, blind box, GK, garage kit, (full body)::3, 8k, super detail, blender, ultra high definition, perfect face, soft lighting --aspect 3:4 --s 750 --iw 0.5 --q 5 --v 5** - @stylet223 (fast)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/984632500875821066/1098276848124829746/stylet223_GK_A_beautiful_girl_wearing_oversize_futuristic_jacke_4da8a762-7cd1-425e-a416-e5073565c70d.png</td>\n",
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       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>04/20/2023 12:00 AM</td>\n",
       "      <td>**a left hand with a basketball cartoon logo** - @Jacobs Hq (fast)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/984632500875821066/1098276870430146703/Jacobs_Hq_a_left_hand_with_a_basketball_cartoon_logo_d763186d-d966-47d6-969d-dc8650f635f4.png</td>\n",
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       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>04/20/2023 12:00 AM</td>\n",
       "      <td>**&lt;https://s.mj.run/Tc-wyDOD2hQ&gt; &lt;https://s.mj.run/mlGMnOWrJaQ&gt; &lt;https://s.mj.run/IHQvYXLswzo&gt; A young Jewish woman in her early 20s, with long dark hair and a headband, sits at her desk in her home office. She is wearing a long-sleeved shirt and jeans skirt, and she has a laptop computer on her desk. She is working on a project, and she has a young child sitting on her shoulder. The child is about 2 years old, and they are both tired and frustrated. The room is bright and airy, and there is a bookshelf full of books in the background.** - Remix by @amix (fast)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/984632500875821066/1098276915225317376/amix_A_young_Jewish_woman_in_her_early_20s_with_long_dark_hair__841d1a25-3704-4a65-8e8d-a1ced5126bbc.png</td>\n",
       "      <td>NaN</td>\n",
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       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>04/20/2023 12:00 AM</td>\n",
       "      <td>**a path through a peaceful forest, a clear creek with white pebbles, is the beginning of the fall , the leaves star to turn orange and yellow, the sun shine beautiful in the blue sky, intricate details, concept art, Audrey Kawasaki, Naoto Hattori, Victo Ngai --ar 3:5 --chaos 50 --q 5 --niji 5** - Remix by @Momsuca (fast)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/984632500875821066/1098276981835042906/Momsuca_a_path_through_a_peaceful_forest_a_clear_creek_with_whi_f944933f-7cb6-48fe-9ea5-5c154bc27df0.png</td>\n",
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       "      <th>4274731</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>05/09/2023 10:34 PM</td>\n",
       "      <td>**Line sketch,Outline only,No shade,Coloring page for Kids,B&amp;W,No color,No background,Attractive young woman, DOG, anthropomorphic --v 5** - @creaboost (relaxed)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/995431274267279440/1105503144567394405/creaboost_Line_sketchOutline_onlyNo_shadeColoring_page_for_Kids_a7fe4194-4c3a-437e-8d90-103ce73cadc9.png</td>\n",
       "      <td>NaN</td>\n",
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       "      <th>4274732</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>05/09/2023 10:34 PM</td>\n",
       "      <td>**versailles gardens, Rococo, Extremely Beautiful men, full body pose,High Contrast, gold, platnium, emeralds, rubys, silk, citrine, extremely detailed, pearls, diamonds, peridot, russian blue, rockwell+razumov+van gogh style, Classic Oil paint, bows, velvet vogue, iridescent, holographic, full body pose, colorized, neon pastel color palette, photorealistic, highly detailed, looks like professional hdr photography in fashion magazine, editorial photography, global illumination, moody lighting, post-processing, glowing shadows, chromatic aberration, black and white balance, scattering, beautiful cinematic lighting, lumen reflections, post-production, high fashion, tone mapping, shaders, diffraction grading 3d, octane render, detailed, hyperrealistic, dynamic lighting, cinematic lighting, 8k --stylize 250.0 --aspect 16:10 --v 5.1** - Remaster by @yeongae (Open on website for full quality) (fast)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/995431274267279440/1105503158882549851/yeongae_versailles_gardens_Rococo_Extremely_Beautiful_men_full__2aea0a73-ad8e-43bf-ab39-e759ebd31910.webp</td>\n",
       "      <td>NaN</td>\n",
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       "      <th>4274733</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>05/09/2023 10:34 PM</td>\n",
       "      <td>**moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750** - Image #1 @Pedro Roscoe</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/995431274267279440/1105503160816107592/Pedro_Roscoe_moody_colors_in_a_Robot_Character_in_a_futuristic__598c0904-da26-4235-b34b-bcb29666d551.png</td>\n",
       "      <td>NaN</td>\n",
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       "    <tr>\n",
       "      <th>4274734</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>05/09/2023 10:34 PM</td>\n",
       "      <td>**moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750** - Image #2 @Pedro Roscoe</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/995431274267279440/1105503165052362772/Pedro_Roscoe_moody_colors_in_a_Robot_Character_in_a_futuristic__53643569-8186-4459-a3f9-663dbe2fbb46.png</td>\n",
       "      <td>NaN</td>\n",
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       "      <th>4274735</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>05/09/2023 10:34 PM</td>\n",
       "      <td>**moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750** - Image #3 @Pedro Roscoe</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/995431274267279440/1105503171171864648/Pedro_Roscoe_moody_colors_in_a_Robot_Character_in_a_futuristic__55afc406-c828-40bf-8891-375255ec60fa.png</td>\n",
       "      <td>NaN</td>\n",
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      "text/plain": [
       "                   AuthorID               Author                 Date                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Content                                                                                                                                                                              Attachments Reactions\n",
       "0        936929561302675456  Midjourney Bot#9282  04/20/2023 12:00 AM                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          **Pepe the frog dollar bills, jewels, gems, treasure, rich** - @pixeljunkie (fast)   https://cdn.discordapp.com/attachments/984632500875821066/1098276842357657600/pixeljunkie_Pepe_the_frog_dollar_bills_jewels_gems_treasure_ric_21631231-5b41-4d65-81fa-3322f903de67.png       NaN\n",
       "1        936929561302675456  Midjourney Bot#9282  04/20/2023 12:00 AM                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  **<https://s.mj.run/rqCBx_b6CNM> GK, A beautiful girl wearing oversize futuristic jacket, white color background, clay materials, IP by pop mart, blind box, GK, garage kit, (full body)::3, 8k, super detail, blender, ultra high definition, perfect face, soft lighting --aspect 3:4 --s 750 --iw 0.5 --q 5 --v 5** - @stylet223 (fast)   https://cdn.discordapp.com/attachments/984632500875821066/1098276848124829746/stylet223_GK_A_beautiful_girl_wearing_oversize_futuristic_jacke_4da8a762-7cd1-425e-a416-e5073565c70d.png       NaN\n",
       "2        936929561302675456  Midjourney Bot#9282  04/20/2023 12:00 AM                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          **a left hand with a basketball cartoon logo** - @Jacobs Hq (fast)              https://cdn.discordapp.com/attachments/984632500875821066/1098276870430146703/Jacobs_Hq_a_left_hand_with_a_basketball_cartoon_logo_d763186d-d966-47d6-969d-dc8650f635f4.png       NaN\n",
       "3        936929561302675456  Midjourney Bot#9282  04/20/2023 12:00 AM                                                                                                                                                                                                                                                                                                                                                     **<https://s.mj.run/Tc-wyDOD2hQ> <https://s.mj.run/mlGMnOWrJaQ> <https://s.mj.run/IHQvYXLswzo> A young Jewish woman in her early 20s, with long dark hair and a headband, sits at her desk in her home office. She is wearing a long-sleeved shirt and jeans skirt, and she has a laptop computer on her desk. She is working on a project, and she has a young child sitting on her shoulder. The child is about 2 years old, and they are both tired and frustrated. The room is bright and airy, and there is a bookshelf full of books in the background.** - Remix by @amix (fast)   https://cdn.discordapp.com/attachments/984632500875821066/1098276915225317376/amix_A_young_Jewish_woman_in_her_early_20s_with_long_dark_hair__841d1a25-3704-4a65-8e8d-a1ced5126bbc.png       NaN\n",
       "4        936929561302675456  Midjourney Bot#9282  04/20/2023 12:00 AM                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         **a path through a peaceful forest, a clear creek with white pebbles, is the beginning of the fall , the leaves star to turn orange and yellow, the sun shine beautiful in the blue sky, intricate details, concept art, Audrey Kawasaki, Naoto Hattori, Victo Ngai --ar 3:5 --chaos 50 --q 5 --niji 5** - Remix by @Momsuca (fast)   https://cdn.discordapp.com/attachments/984632500875821066/1098276981835042906/Momsuca_a_path_through_a_peaceful_forest_a_clear_creek_with_whi_f944933f-7cb6-48fe-9ea5-5c154bc27df0.png    ✉️ (1)\n",
       "...                     ...                  ...                  ...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         ...                                                                                                                                                                                      ...       ...\n",
       "4274731  936929561302675456  Midjourney Bot#9282  05/09/2023 10:34 PM                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           **Line sketch,Outline only,No shade,Coloring page for Kids,B&W,No color,No background,Attractive young woman, DOG, anthropomorphic --v 5** - @creaboost (relaxed)   https://cdn.discordapp.com/attachments/995431274267279440/1105503144567394405/creaboost_Line_sketchOutline_onlyNo_shadeColoring_page_for_Kids_a7fe4194-4c3a-437e-8d90-103ce73cadc9.png       NaN\n",
       "4274732  936929561302675456  Midjourney Bot#9282  05/09/2023 10:34 PM  **versailles gardens, Rococo, Extremely Beautiful men, full body pose,High Contrast, gold, platnium, emeralds, rubys, silk, citrine, extremely detailed, pearls, diamonds, peridot, russian blue, rockwell+razumov+van gogh style, Classic Oil paint, bows, velvet vogue, iridescent, holographic, full body pose, colorized, neon pastel color palette, photorealistic, highly detailed, looks like professional hdr photography in fashion magazine, editorial photography, global illumination, moody lighting, post-processing, glowing shadows, chromatic aberration, black and white balance, scattering, beautiful cinematic lighting, lumen reflections, post-production, high fashion, tone mapping, shaders, diffraction grading 3d, octane render, detailed, hyperrealistic, dynamic lighting, cinematic lighting, 8k --stylize 250.0 --aspect 16:10 --v 5.1** - Remaster by @yeongae (Open on website for full quality) (fast)  https://cdn.discordapp.com/attachments/995431274267279440/1105503158882549851/yeongae_versailles_gardens_Rococo_Extremely_Beautiful_men_full__2aea0a73-ad8e-43bf-ab39-e759ebd31910.webp       NaN\n",
       "4274733  936929561302675456  Midjourney Bot#9282  05/09/2023 10:34 PM                                                                                                                                                                                                                             **moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750** - Image #1 @Pedro Roscoe   https://cdn.discordapp.com/attachments/995431274267279440/1105503160816107592/Pedro_Roscoe_moody_colors_in_a_Robot_Character_in_a_futuristic__598c0904-da26-4235-b34b-bcb29666d551.png       NaN\n",
       "4274734  936929561302675456  Midjourney Bot#9282  05/09/2023 10:34 PM                                                                                                                                                                                                                             **moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750** - Image #2 @Pedro Roscoe   https://cdn.discordapp.com/attachments/995431274267279440/1105503165052362772/Pedro_Roscoe_moody_colors_in_a_Robot_Character_in_a_futuristic__53643569-8186-4459-a3f9-663dbe2fbb46.png       NaN\n",
       "4274735  936929561302675456  Midjourney Bot#9282  05/09/2023 10:34 PM                                                                                                                                                                                                                             **moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750** - Image #3 @Pedro Roscoe   https://cdn.discordapp.com/attachments/995431274267279440/1105503171171864648/Pedro_Roscoe_moody_colors_in_a_Robot_Character_in_a_futuristic__55afc406-c828-40bf-8891-375255ec60fa.png       NaN\n",
       "\n",
       "[4274736 rows x 6 columns]"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "combined_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "3caeff86",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-05-18T11:22:27.638025Z",
     "iopub.status.busy": "2023-05-18T11:22:27.637599Z",
     "iopub.status.idle": "2023-05-18T11:22:34.223152Z",
     "shell.execute_reply": "2023-05-18T11:22:34.221776Z"
    },
    "papermill": {
     "duration": 6.600565,
     "end_time": "2023-05-18T11:22:34.225804",
     "exception": false,
     "start_time": "2023-05-18T11:22:27.625239",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "AuthorID             0\n",
       "Author               0\n",
       "Date                 0\n",
       "Content          60583\n",
       "Attachments     112519\n",
       "Reactions      4245117\n",
       "dtype: int64"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "combined_df.isna().sum()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "f88e8f00",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-05-18T11:22:34.250635Z",
     "iopub.status.busy": "2023-05-18T11:22:34.250189Z",
     "iopub.status.idle": "2023-05-18T11:22:38.931549Z",
     "shell.execute_reply": "2023-05-18T11:22:38.930404Z"
    },
    "papermill": {
     "duration": 4.696325,
     "end_time": "2023-05-18T11:22:38.934209",
     "exception": false,
     "start_time": "2023-05-18T11:22:34.237884",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "# Drop all rows where 'Content' or 'Attachments' is NaN\n",
    "combined_df.dropna(subset=['Content'], inplace=True)\n",
    "combined_df.dropna(subset=['Attachments'], inplace=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "903f30ec",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-05-18T11:22:38.958005Z",
     "iopub.status.busy": "2023-05-18T11:22:38.957548Z",
     "iopub.status.idle": "2023-05-18T11:22:40.232802Z",
     "shell.execute_reply": "2023-05-18T11:22:40.231725Z"
    },
    "papermill": {
     "duration": 1.290945,
     "end_time": "2023-05-18T11:22:40.236075",
     "exception": false,
     "start_time": "2023-05-18T11:22:38.945130",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
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       "      <th>Author</th>\n",
       "      <th>Date</th>\n",
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       "      <th>Attachments</th>\n",
       "      <th>Reactions</th>\n",
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       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>04/20/2023 12:00 AM</td>\n",
       "      <td>**Pepe the frog dollar bills, jewels, gems, treasure, rich** - @pixeljunkie (fast)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/984632500875821066/1098276842357657600/pixeljunkie_Pepe_the_frog_dollar_bills_jewels_gems_treasure_ric_21631231-5b41-4d65-81fa-3322f903de67.png</td>\n",
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       "      <td>04/20/2023 12:00 AM</td>\n",
       "      <td>**&lt;https://s.mj.run/rqCBx_b6CNM&gt; GK, A beautiful girl wearing oversize futuristic jacket, white color background, clay materials, IP by pop mart, blind box, GK, garage kit, (full body)::3, 8k, super detail, blender, ultra high definition, perfect face, soft lighting --aspect 3:4 --s 750 --iw 0.5 --q 5 --v 5** - @stylet223 (fast)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/984632500875821066/1098276848124829746/stylet223_GK_A_beautiful_girl_wearing_oversize_futuristic_jacke_4da8a762-7cd1-425e-a416-e5073565c70d.png</td>\n",
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       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>04/20/2023 12:00 AM</td>\n",
       "      <td>**a left hand with a basketball cartoon logo** - @Jacobs Hq (fast)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/984632500875821066/1098276870430146703/Jacobs_Hq_a_left_hand_with_a_basketball_cartoon_logo_d763186d-d966-47d6-969d-dc8650f635f4.png</td>\n",
       "      <td>NaN</td>\n",
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       "      <th>3</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>04/20/2023 12:00 AM</td>\n",
       "      <td>**&lt;https://s.mj.run/Tc-wyDOD2hQ&gt; &lt;https://s.mj.run/mlGMnOWrJaQ&gt; &lt;https://s.mj.run/IHQvYXLswzo&gt; A young Jewish woman in her early 20s, with long dark hair and a headband, sits at her desk in her home office. She is wearing a long-sleeved shirt and jeans skirt, and she has a laptop computer on her desk. She is working on a project, and she has a young child sitting on her shoulder. The child is about 2 years old, and they are both tired and frustrated. The room is bright and airy, and there is a bookshelf full of books in the background.** - Remix by @amix (fast)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/984632500875821066/1098276915225317376/amix_A_young_Jewish_woman_in_her_early_20s_with_long_dark_hair__841d1a25-3704-4a65-8e8d-a1ced5126bbc.png</td>\n",
       "      <td>NaN</td>\n",
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       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>04/20/2023 12:00 AM</td>\n",
       "      <td>**a path through a peaceful forest, a clear creek with white pebbles, is the beginning of the fall , the leaves star to turn orange and yellow, the sun shine beautiful in the blue sky, intricate details, concept art, Audrey Kawasaki, Naoto Hattori, Victo Ngai --ar 3:5 --chaos 50 --q 5 --niji 5** - Remix by @Momsuca (fast)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/984632500875821066/1098276981835042906/Momsuca_a_path_through_a_peaceful_forest_a_clear_creek_with_whi_f944933f-7cb6-48fe-9ea5-5c154bc27df0.png</td>\n",
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       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>05/09/2023 10:34 PM</td>\n",
       "      <td>**Line sketch,Outline only,No shade,Coloring page for Kids,B&amp;W,No color,No background,Attractive young woman, DOG, anthropomorphic --v 5** - @creaboost (relaxed)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/995431274267279440/1105503144567394405/creaboost_Line_sketchOutline_onlyNo_shadeColoring_page_for_Kids_a7fe4194-4c3a-437e-8d90-103ce73cadc9.png</td>\n",
       "      <td>NaN</td>\n",
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       "      <th>4274732</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>05/09/2023 10:34 PM</td>\n",
       "      <td>**versailles gardens, Rococo, Extremely Beautiful men, full body pose,High Contrast, gold, platnium, emeralds, rubys, silk, citrine, extremely detailed, pearls, diamonds, peridot, russian blue, rockwell+razumov+van gogh style, Classic Oil paint, bows, velvet vogue, iridescent, holographic, full body pose, colorized, neon pastel color palette, photorealistic, highly detailed, looks like professional hdr photography in fashion magazine, editorial photography, global illumination, moody lighting, post-processing, glowing shadows, chromatic aberration, black and white balance, scattering, beautiful cinematic lighting, lumen reflections, post-production, high fashion, tone mapping, shaders, diffraction grading 3d, octane render, detailed, hyperrealistic, dynamic lighting, cinematic lighting, 8k --stylize 250.0 --aspect 16:10 --v 5.1** - Remaster by @yeongae (Open on website for full quality) (fast)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/995431274267279440/1105503158882549851/yeongae_versailles_gardens_Rococo_Extremely_Beautiful_men_full__2aea0a73-ad8e-43bf-ab39-e759ebd31910.webp</td>\n",
       "      <td>NaN</td>\n",
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       "    <tr>\n",
       "      <th>4274733</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>05/09/2023 10:34 PM</td>\n",
       "      <td>**moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750** - Image #1 @Pedro Roscoe</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/995431274267279440/1105503160816107592/Pedro_Roscoe_moody_colors_in_a_Robot_Character_in_a_futuristic__598c0904-da26-4235-b34b-bcb29666d551.png</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4274734</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>05/09/2023 10:34 PM</td>\n",
       "      <td>**moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750** - Image #2 @Pedro Roscoe</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/995431274267279440/1105503165052362772/Pedro_Roscoe_moody_colors_in_a_Robot_Character_in_a_futuristic__53643569-8186-4459-a3f9-663dbe2fbb46.png</td>\n",
       "      <td>NaN</td>\n",
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       "    <tr>\n",
       "      <th>4274735</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>05/09/2023 10:34 PM</td>\n",
       "      <td>**moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750** - Image #3 @Pedro Roscoe</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/995431274267279440/1105503171171864648/Pedro_Roscoe_moody_colors_in_a_Robot_Character_in_a_futuristic__55afc406-c828-40bf-8891-375255ec60fa.png</td>\n",
       "      <td>NaN</td>\n",
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      ],
      "text/plain": [
       "                   AuthorID               Author                 Date                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Content                                                                                                                                                                              Attachments Reactions\n",
       "0        936929561302675456  Midjourney Bot#9282  04/20/2023 12:00 AM                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          **Pepe the frog dollar bills, jewels, gems, treasure, rich** - @pixeljunkie (fast)   https://cdn.discordapp.com/attachments/984632500875821066/1098276842357657600/pixeljunkie_Pepe_the_frog_dollar_bills_jewels_gems_treasure_ric_21631231-5b41-4d65-81fa-3322f903de67.png       NaN\n",
       "1        936929561302675456  Midjourney Bot#9282  04/20/2023 12:00 AM                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  **<https://s.mj.run/rqCBx_b6CNM> GK, A beautiful girl wearing oversize futuristic jacket, white color background, clay materials, IP by pop mart, blind box, GK, garage kit, (full body)::3, 8k, super detail, blender, ultra high definition, perfect face, soft lighting --aspect 3:4 --s 750 --iw 0.5 --q 5 --v 5** - @stylet223 (fast)   https://cdn.discordapp.com/attachments/984632500875821066/1098276848124829746/stylet223_GK_A_beautiful_girl_wearing_oversize_futuristic_jacke_4da8a762-7cd1-425e-a416-e5073565c70d.png       NaN\n",
       "2        936929561302675456  Midjourney Bot#9282  04/20/2023 12:00 AM                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          **a left hand with a basketball cartoon logo** - @Jacobs Hq (fast)              https://cdn.discordapp.com/attachments/984632500875821066/1098276870430146703/Jacobs_Hq_a_left_hand_with_a_basketball_cartoon_logo_d763186d-d966-47d6-969d-dc8650f635f4.png       NaN\n",
       "3        936929561302675456  Midjourney Bot#9282  04/20/2023 12:00 AM                                                                                                                                                                                                                                                                                                                                                     **<https://s.mj.run/Tc-wyDOD2hQ> <https://s.mj.run/mlGMnOWrJaQ> <https://s.mj.run/IHQvYXLswzo> A young Jewish woman in her early 20s, with long dark hair and a headband, sits at her desk in her home office. She is wearing a long-sleeved shirt and jeans skirt, and she has a laptop computer on her desk. She is working on a project, and she has a young child sitting on her shoulder. The child is about 2 years old, and they are both tired and frustrated. The room is bright and airy, and there is a bookshelf full of books in the background.** - Remix by @amix (fast)   https://cdn.discordapp.com/attachments/984632500875821066/1098276915225317376/amix_A_young_Jewish_woman_in_her_early_20s_with_long_dark_hair__841d1a25-3704-4a65-8e8d-a1ced5126bbc.png       NaN\n",
       "4        936929561302675456  Midjourney Bot#9282  04/20/2023 12:00 AM                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         **a path through a peaceful forest, a clear creek with white pebbles, is the beginning of the fall , the leaves star to turn orange and yellow, the sun shine beautiful in the blue sky, intricate details, concept art, Audrey Kawasaki, Naoto Hattori, Victo Ngai --ar 3:5 --chaos 50 --q 5 --niji 5** - Remix by @Momsuca (fast)   https://cdn.discordapp.com/attachments/984632500875821066/1098276981835042906/Momsuca_a_path_through_a_peaceful_forest_a_clear_creek_with_whi_f944933f-7cb6-48fe-9ea5-5c154bc27df0.png    ✉️ (1)\n",
       "...                     ...                  ...                  ...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         ...                                                                                                                                                                                      ...       ...\n",
       "4274731  936929561302675456  Midjourney Bot#9282  05/09/2023 10:34 PM                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           **Line sketch,Outline only,No shade,Coloring page for Kids,B&W,No color,No background,Attractive young woman, DOG, anthropomorphic --v 5** - @creaboost (relaxed)   https://cdn.discordapp.com/attachments/995431274267279440/1105503144567394405/creaboost_Line_sketchOutline_onlyNo_shadeColoring_page_for_Kids_a7fe4194-4c3a-437e-8d90-103ce73cadc9.png       NaN\n",
       "4274732  936929561302675456  Midjourney Bot#9282  05/09/2023 10:34 PM  **versailles gardens, Rococo, Extremely Beautiful men, full body pose,High Contrast, gold, platnium, emeralds, rubys, silk, citrine, extremely detailed, pearls, diamonds, peridot, russian blue, rockwell+razumov+van gogh style, Classic Oil paint, bows, velvet vogue, iridescent, holographic, full body pose, colorized, neon pastel color palette, photorealistic, highly detailed, looks like professional hdr photography in fashion magazine, editorial photography, global illumination, moody lighting, post-processing, glowing shadows, chromatic aberration, black and white balance, scattering, beautiful cinematic lighting, lumen reflections, post-production, high fashion, tone mapping, shaders, diffraction grading 3d, octane render, detailed, hyperrealistic, dynamic lighting, cinematic lighting, 8k --stylize 250.0 --aspect 16:10 --v 5.1** - Remaster by @yeongae (Open on website for full quality) (fast)  https://cdn.discordapp.com/attachments/995431274267279440/1105503158882549851/yeongae_versailles_gardens_Rococo_Extremely_Beautiful_men_full__2aea0a73-ad8e-43bf-ab39-e759ebd31910.webp       NaN\n",
       "4274733  936929561302675456  Midjourney Bot#9282  05/09/2023 10:34 PM                                                                                                                                                                                                                             **moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750** - Image #1 @Pedro Roscoe   https://cdn.discordapp.com/attachments/995431274267279440/1105503160816107592/Pedro_Roscoe_moody_colors_in_a_Robot_Character_in_a_futuristic__598c0904-da26-4235-b34b-bcb29666d551.png       NaN\n",
       "4274734  936929561302675456  Midjourney Bot#9282  05/09/2023 10:34 PM                                                                                                                                                                                                                             **moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750** - Image #2 @Pedro Roscoe   https://cdn.discordapp.com/attachments/995431274267279440/1105503165052362772/Pedro_Roscoe_moody_colors_in_a_Robot_Character_in_a_futuristic__53643569-8186-4459-a3f9-663dbe2fbb46.png       NaN\n",
       "4274735  936929561302675456  Midjourney Bot#9282  05/09/2023 10:34 PM                                                                                                                                                                                                                             **moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750** - Image #3 @Pedro Roscoe   https://cdn.discordapp.com/attachments/995431274267279440/1105503171171864648/Pedro_Roscoe_moody_colors_in_a_Robot_Character_in_a_futuristic__55afc406-c828-40bf-8891-375255ec60fa.png       NaN\n",
       "\n",
       "[4116476 rows x 6 columns]"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#drop all the values where Author column values is not \"Midjourney Bot#9282\" coz that's weird\n",
    "combined_df = combined_df[combined_df['Author'] == \"Midjourney Bot#9282\"]\n",
    "combined_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "cf134520",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-05-18T11:22:40.260987Z",
     "iopub.status.busy": "2023-05-18T11:22:40.260313Z",
     "iopub.status.idle": "2023-05-18T11:22:45.788129Z",
     "shell.execute_reply": "2023-05-18T11:22:45.786825Z"
    },
    "papermill": {
     "duration": 5.543312,
     "end_time": "2023-05-18T11:22:45.790636",
     "exception": false,
     "start_time": "2023-05-18T11:22:40.247324",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/tmp/ipykernel_20/1269082061.py:2: SettingWithCopyWarning: \n",
      "A value is trying to be set on a copy of a slice from a DataFrame.\n",
      "Try using .loc[row_indexer,col_indexer] = value instead\n",
      "\n",
      "See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
      "  combined_df['Date'] = pd.to_datetime(combined_df['Date'])\n"
     ]
    }
   ],
   "source": [
    "#Convert Date to appropriate pandas data format\n",
    "combined_df['Date'] = pd.to_datetime(combined_df['Date'])\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "1d4f42ad",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-05-18T11:22:45.815861Z",
     "iopub.status.busy": "2023-05-18T11:22:45.815419Z",
     "iopub.status.idle": "2023-05-18T11:22:50.976705Z",
     "shell.execute_reply": "2023-05-18T11:22:50.975477Z"
    },
    "papermill": {
     "duration": 5.176729,
     "end_time": "2023-05-18T11:22:50.979231",
     "exception": false,
     "start_time": "2023-05-18T11:22:45.802502",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "AuthorID             0\n",
       "Author               0\n",
       "Date                 0\n",
       "Content              0\n",
       "Attachments          0\n",
       "Reactions      4087860\n",
       "dtype: int64"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "combined_df.isna().sum()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "894bf229",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-05-18T11:22:51.004529Z",
     "iopub.status.busy": "2023-05-18T11:22:51.004097Z",
     "iopub.status.idle": "2023-05-18T11:22:51.010218Z",
     "shell.execute_reply": "2023-05-18T11:22:51.009078Z"
    },
    "papermill": {
     "duration": 0.02171,
     "end_time": "2023-05-18T11:22:51.012858",
     "exception": false,
     "start_time": "2023-05-18T11:22:50.991148",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "#formula to check if user prompt contains a link\n",
    "def contains_link(text):\n",
    "    url_pattern = re.compile(r'http[s]?://(?:[a-zA-Z]|[0-9]|[$-_@.&+]|[!*\\\\(\\\\),]|(?:%[0-9a-fA-F][0-9a-fA-F]))+')\n",
    "    return bool(url_pattern.search(text))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "20065e82",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-05-18T11:22:51.038754Z",
     "iopub.status.busy": "2023-05-18T11:22:51.038330Z",
     "iopub.status.idle": "2023-05-18T11:23:05.672123Z",
     "shell.execute_reply": "2023-05-18T11:23:05.670673Z"
    },
    "papermill": {
     "duration": 14.650094,
     "end_time": "2023-05-18T11:23:05.675004",
     "exception": false,
     "start_time": "2023-05-18T11:22:51.024910",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "AuthorID       3476928\n",
       "Author         3476928\n",
       "Date           3476928\n",
       "Content        3476928\n",
       "Attachments    3476928\n",
       "Reactions        24842\n",
       "dtype: int64"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#let's drop all rows where contains_link returns true, same dataframe\n",
    "combined_df = combined_df[~combined_df['Content'].apply(contains_link)]\n",
    "combined_df.count()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "21edff6e",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-05-18T11:23:05.701023Z",
     "iopub.status.busy": "2023-05-18T11:23:05.700601Z",
     "iopub.status.idle": "2023-05-18T11:23:12.758297Z",
     "shell.execute_reply": "2023-05-18T11:23:12.757053Z"
    },
    "papermill": {
     "duration": 7.073971,
     "end_time": "2023-05-18T11:23:12.760925",
     "exception": false,
     "start_time": "2023-05-18T11:23:05.686954",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "AuthorID       3476505\n",
       "Author         3476505\n",
       "Date           3476505\n",
       "Content        3476505\n",
       "Attachments    3476505\n",
       "Reactions        24837\n",
       "dtype: int64"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#drop all the rows that in column content do NOT start with double stars **\n",
    "combined_df = combined_df[combined_df['Content'].str.startswith('**')]\n",
    "combined_df.count()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "e245f385",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-05-18T11:23:12.787112Z",
     "iopub.status.busy": "2023-05-18T11:23:12.786177Z",
     "iopub.status.idle": "2023-05-18T11:24:52.906414Z",
     "shell.execute_reply": "2023-05-18T11:24:52.905111Z"
    },
    "papermill": {
     "duration": 100.148853,
     "end_time": "2023-05-18T11:24:52.921535",
     "exception": false,
     "start_time": "2023-05-18T11:23:12.772682",
     "status": "completed"
    },
    "scrolled": true,
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/html": [
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       "<style scoped>\n",
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       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>AuthorID</th>\n",
       "      <th>Author</th>\n",
       "      <th>Date</th>\n",
       "      <th>Content</th>\n",
       "      <th>Attachments</th>\n",
       "      <th>Reactions</th>\n",
       "      <th>prompt</th>\n",
       "      <th>prompt_additions</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-04-20 00:00:00</td>\n",
       "      <td>**Pepe the frog dollar bills, jewels, gems, treasure, rich** - @pixeljunkie (fast)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/984632500875821066/1098276842357657600/pixeljunkie_Pepe_the_frog_dollar_bills_jewels_gems_treasure_ric_21631231-5b41-4d65-81fa-3322f903de67.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Pepe the frog dollar bills, jewels, gems, treasure, rich</td>\n",
       "      <td>- @pixeljunkie (fast)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-04-20 00:00:00</td>\n",
       "      <td>**a left hand with a basketball cartoon logo** - @Jacobs Hq (fast)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/984632500875821066/1098276870430146703/Jacobs_Hq_a_left_hand_with_a_basketball_cartoon_logo_d763186d-d966-47d6-969d-dc8650f635f4.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a left hand with a basketball cartoon logo</td>\n",
       "      <td>- @Jacobs Hq (fast)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-04-20 00:00:00</td>\n",
       "      <td>**a path through a peaceful forest, a clear creek with white pebbles, is the beginning of the fall , the leaves star to turn orange and yellow, the sun shine beautiful in the blue sky, intricate details, concept art, Audrey Kawasaki, Naoto Hattori, Victo Ngai --ar 3:5 --chaos 50 --q 5 --niji 5** - Remix by @Momsuca (fast)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/984632500875821066/1098276981835042906/Momsuca_a_path_through_a_peaceful_forest_a_clear_creek_with_whi_f944933f-7cb6-48fe-9ea5-5c154bc27df0.png</td>\n",
       "      <td>✉️ (1)</td>\n",
       "      <td>a path through a peaceful forest, a clear creek with white pebbles, is the beginning of the fall , the leaves star to turn orange and yellow, the sun shine beautiful in the blue sky, intricate details, concept art, Audrey Kawasaki, Naoto Hattori, Victo Ngai --ar 3:5 --chaos 50 --q 5 --niji 5</td>\n",
       "      <td>- Remix by @Momsuca (fast)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-04-20 00:00:00</td>\n",
       "      <td>**Pepe the frog surround by dollar bills** - @pixeljunkie (fast)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/984632500875821066/1098277071207288832/pixeljunkie_Pepe_the_frog_surround_by_dollar_bills_003e2191-98f1-46fc-be9c-cf2ced8b99e7.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Pepe the frog surround by dollar bills</td>\n",
       "      <td>- @pixeljunkie (fast)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-04-20 00:01:00</td>\n",
       "      <td>**watercolor chesapeake bay retriever full body chewing on a bone** - Upscaled by @kyesdoescyber (relaxed)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/984632500875821066/1098277077016399932/kyesdoescyber_watercolor_chesapeake_bay_retriever_full_body_che_639fd0ab-f37a-4a22-804d-823d3b3c8ecc.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>watercolor chesapeake bay retriever full body chewing on a bone</td>\n",
       "      <td>- Upscaled by @kyesdoescyber (relaxed)</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "             AuthorID               Author                Date                                                                                                                                                                                                                                                                                                                              Content                                                                                                                                                                             Attachments Reactions                                                                                                                                                                                                                                                                                                prompt                        prompt_additions\n",
       "0  936929561302675456  Midjourney Bot#9282 2023-04-20 00:00:00                                                                                                                                                                                                                                                   **Pepe the frog dollar bills, jewels, gems, treasure, rich** - @pixeljunkie (fast)  https://cdn.discordapp.com/attachments/984632500875821066/1098276842357657600/pixeljunkie_Pepe_the_frog_dollar_bills_jewels_gems_treasure_ric_21631231-5b41-4d65-81fa-3322f903de67.png       NaN                                                                                                                                                                                                                                              Pepe the frog dollar bills, jewels, gems, treasure, rich                   - @pixeljunkie (fast)\n",
       "2  936929561302675456  Midjourney Bot#9282 2023-04-20 00:00:00                                                                                                                                                                                                                                                                   **a left hand with a basketball cartoon logo** - @Jacobs Hq (fast)             https://cdn.discordapp.com/attachments/984632500875821066/1098276870430146703/Jacobs_Hq_a_left_hand_with_a_basketball_cartoon_logo_d763186d-d966-47d6-969d-dc8650f635f4.png       NaN                                                                                                                                                                                                                                                            a left hand with a basketball cartoon logo                     - @Jacobs Hq (fast)\n",
       "4  936929561302675456  Midjourney Bot#9282 2023-04-20 00:00:00  **a path through a peaceful forest, a clear creek with white pebbles, is the beginning of the fall , the leaves star to turn orange and yellow, the sun shine beautiful in the blue sky, intricate details, concept art, Audrey Kawasaki, Naoto Hattori, Victo Ngai --ar 3:5 --chaos 50 --q 5 --niji 5** - Remix by @Momsuca (fast)  https://cdn.discordapp.com/attachments/984632500875821066/1098276981835042906/Momsuca_a_path_through_a_peaceful_forest_a_clear_creek_with_whi_f944933f-7cb6-48fe-9ea5-5c154bc27df0.png    ✉️ (1)  a path through a peaceful forest, a clear creek with white pebbles, is the beginning of the fall , the leaves star to turn orange and yellow, the sun shine beautiful in the blue sky, intricate details, concept art, Audrey Kawasaki, Naoto Hattori, Victo Ngai --ar 3:5 --chaos 50 --q 5 --niji 5              - Remix by @Momsuca (fast)\n",
       "8  936929561302675456  Midjourney Bot#9282 2023-04-20 00:00:00                                                                                                                                                                                                                                                                     **Pepe the frog surround by dollar bills** - @pixeljunkie (fast)               https://cdn.discordapp.com/attachments/984632500875821066/1098277071207288832/pixeljunkie_Pepe_the_frog_surround_by_dollar_bills_003e2191-98f1-46fc-be9c-cf2ced8b99e7.png       NaN                                                                                                                                                                                                                                                                Pepe the frog surround by dollar bills                   - @pixeljunkie (fast)\n",
       "9  936929561302675456  Midjourney Bot#9282 2023-04-20 00:01:00                                                                                                                                                                                                                           **watercolor chesapeake bay retriever full body chewing on a bone** - Upscaled by @kyesdoescyber (relaxed)  https://cdn.discordapp.com/attachments/984632500875821066/1098277077016399932/kyesdoescyber_watercolor_chesapeake_bay_retriever_full_body_che_639fd0ab-f37a-4a22-804d-823d3b3c8ecc.png       NaN                                                                                                                                                                                                                                       watercolor chesapeake bay retriever full body chewing on a bone  - Upscaled by @kyesdoescyber (relaxed)"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Create a new column called 'prompt' to extract the text between double stars.\n",
    "combined_df.loc[:, 'prompt'] = combined_df['Content'].str.extract(r'(?<=\\*\\*)(.*?)(?=\\*\\*)')[0].str.strip()\n",
    "\n",
    "# Create a new column called 'prompt_additions' to extract the text after the main **text**.\n",
    "combined_df.loc[:, 'prompt_additions'] = combined_df['Content'].str.extract(r\"\\*\\*.*?\\*\\*(.*)\")[0].str.strip()\n",
    "\n",
    "combined_df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "0172b031",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-05-18T11:24:52.947911Z",
     "iopub.status.busy": "2023-05-18T11:24:52.947509Z",
     "iopub.status.idle": "2023-05-18T11:29:02.066900Z",
     "shell.execute_reply": "2023-05-18T11:29:02.065756Z"
    },
    "papermill": {
     "duration": 249.136072,
     "end_time": "2023-05-18T11:29:02.069842",
     "exception": false,
     "start_time": "2023-05-18T11:24:52.933770",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "# Define a function to remove the extracted usernames from the 'prompt_additions' column\n",
    "def remove_usernames(row):\n",
    "    username_pattern = r'@(\\w+)'\n",
    "    user_names = re.findall(username_pattern, str(row['prompt_additions']), flags=re.I)\n",
    "    prompt_additions = row['prompt_additions']\n",
    "    for user_name in user_names:\n",
    "        prompt_additions = re.sub(rf\"@{user_name}\\b\", '', prompt_additions)\n",
    "    return prompt_additions, ', '.join(user_names) if len(user_names) > 0 else ''\n",
    "\n",
    "# Apply the 'remove_usernames' function to each row of the DataFrame\n",
    "combined_df[['prompt_additions', 'user_name']] = combined_df.apply(remove_usernames, axis=1, result_type='expand')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "4b8990f9",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-05-18T11:29:02.096798Z",
     "iopub.status.busy": "2023-05-18T11:29:02.096361Z",
     "iopub.status.idle": "2023-05-18T11:29:02.118936Z",
     "shell.execute_reply": "2023-05-18T11:29:02.117785Z"
    },
    "papermill": {
     "duration": 0.039219,
     "end_time": "2023-05-18T11:29:02.121751",
     "exception": false,
     "start_time": "2023-05-18T11:29:02.082532",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
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       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-04-20 00:00:00</td>\n",
       "      <td>**Pepe the frog dollar bills, jewels, gems, treasure, rich** - @pixeljunkie (fast)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/984632500875821066/1098276842357657600/pixeljunkie_Pepe_the_frog_dollar_bills_jewels_gems_treasure_ric_21631231-5b41-4d65-81fa-3322f903de67.png</td>\n",
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       "      <th>2</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-04-20 00:00:00</td>\n",
       "      <td>**a left hand with a basketball cartoon logo** - @Jacobs Hq (fast)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/984632500875821066/1098276870430146703/Jacobs_Hq_a_left_hand_with_a_basketball_cartoon_logo_d763186d-d966-47d6-969d-dc8650f635f4.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a left hand with a basketball cartoon logo</td>\n",
       "      <td>-  Hq (fast)</td>\n",
       "      <td>Jacobs</td>\n",
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       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-04-20 00:00:00</td>\n",
       "      <td>**a path through a peaceful forest, a clear creek with white pebbles, is the beginning of the fall , the leaves star to turn orange and yellow, the sun shine beautiful in the blue sky, intricate details, concept art, Audrey Kawasaki, Naoto Hattori, Victo Ngai --ar 3:5 --chaos 50 --q 5 --niji 5** - Remix by @Momsuca (fast)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/984632500875821066/1098276981835042906/Momsuca_a_path_through_a_peaceful_forest_a_clear_creek_with_whi_f944933f-7cb6-48fe-9ea5-5c154bc27df0.png</td>\n",
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       "      <td>a path through a peaceful forest, a clear creek with white pebbles, is the beginning of the fall , the leaves star to turn orange and yellow, the sun shine beautiful in the blue sky, intricate details, concept art, Audrey Kawasaki, Naoto Hattori, Victo Ngai --ar 3:5 --chaos 50 --q 5 --niji 5</td>\n",
       "      <td>- Remix by  (fast)</td>\n",
       "      <td>Momsuca</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-04-20 00:00:00</td>\n",
       "      <td>**Pepe the frog surround by dollar bills** - @pixeljunkie (fast)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/984632500875821066/1098277071207288832/pixeljunkie_Pepe_the_frog_surround_by_dollar_bills_003e2191-98f1-46fc-be9c-cf2ced8b99e7.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Pepe the frog surround by dollar bills</td>\n",
       "      <td>-  (fast)</td>\n",
       "      <td>pixeljunkie</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-04-20 00:01:00</td>\n",
       "      <td>**watercolor chesapeake bay retriever full body chewing on a bone** - Upscaled by @kyesdoescyber (relaxed)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/984632500875821066/1098277077016399932/kyesdoescyber_watercolor_chesapeake_bay_retriever_full_body_che_639fd0ab-f37a-4a22-804d-823d3b3c8ecc.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>watercolor chesapeake bay retriever full body chewing on a bone</td>\n",
       "      <td>- Upscaled by  (relaxed)</td>\n",
       "      <td>kyesdoescyber</td>\n",
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       "      <td>...</td>\n",
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       "    <tr>\n",
       "      <th>4274731</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-05-09 22:34:00</td>\n",
       "      <td>**Line sketch,Outline only,No shade,Coloring page for Kids,B&amp;W,No color,No background,Attractive young woman, DOG, anthropomorphic --v 5** - @creaboost (relaxed)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/995431274267279440/1105503144567394405/creaboost_Line_sketchOutline_onlyNo_shadeColoring_page_for_Kids_a7fe4194-4c3a-437e-8d90-103ce73cadc9.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Line sketch,Outline only,No shade,Coloring page for Kids,B&amp;W,No color,No background,Attractive young woman, DOG, anthropomorphic --v 5</td>\n",
       "      <td>-  (relaxed)</td>\n",
       "      <td>creaboost</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4274732</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-05-09 22:34:00</td>\n",
       "      <td>**versailles gardens, Rococo, Extremely Beautiful men, full body pose,High Contrast, gold, platnium, emeralds, rubys, silk, citrine, extremely detailed, pearls, diamonds, peridot, russian blue, rockwell+razumov+van gogh style, Classic Oil paint, bows, velvet vogue, iridescent, holographic, full body pose, colorized, neon pastel color palette, photorealistic, highly detailed, looks like professional hdr photography in fashion magazine, editorial photography, global illumination, moody lighting, post-processing, glowing shadows, chromatic aberration, black and white balance, scattering, beautiful cinematic lighting, lumen reflections, post-production, high fashion, tone mapping, shaders, diffraction grading 3d, octane render, detailed, hyperrealistic, dynamic lighting, cinematic lighting, 8k --stylize 250.0 --aspect 16:10 --v 5.1** - Remaster by @yeongae (Open on website for full quality) (fast)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/995431274267279440/1105503158882549851/yeongae_versailles_gardens_Rococo_Extremely_Beautiful_men_full__2aea0a73-ad8e-43bf-ab39-e759ebd31910.webp</td>\n",
       "      <td>NaN</td>\n",
       "      <td>versailles gardens, Rococo, Extremely Beautiful men, full body pose,High Contrast, gold, platnium, emeralds, rubys, silk, citrine, extremely detailed, pearls, diamonds, peridot, russian blue, rockwell+razumov+van gogh style, Classic Oil paint, bows, velvet vogue, iridescent, holographic, full body pose, colorized, neon pastel color palette, photorealistic, highly detailed, looks like professional hdr photography in fashion magazine, editorial photography, global illumination, moody lighting, post-processing, glowing shadows, chromatic aberration, black and white balance, scattering, beautiful cinematic lighting, lumen reflections, post-production, high fashion, tone mapping, shaders, diffraction grading 3d, octane render, detailed, hyperrealistic, dynamic lighting, cinematic lighting, 8k --stylize 250.0 --aspect 16:10 --v 5.1</td>\n",
       "      <td>- Remaster by  (Open on website for full quality) (fast)</td>\n",
       "      <td>yeongae</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4274733</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-05-09 22:34:00</td>\n",
       "      <td>**moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750** - Image #1 @Pedro Roscoe</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/995431274267279440/1105503160816107592/Pedro_Roscoe_moody_colors_in_a_Robot_Character_in_a_futuristic__598c0904-da26-4235-b34b-bcb29666d551.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750</td>\n",
       "      <td>- Image #1  Roscoe</td>\n",
       "      <td>Pedro</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4274734</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-05-09 22:34:00</td>\n",
       "      <td>**moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750** - Image #2 @Pedro Roscoe</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/995431274267279440/1105503165052362772/Pedro_Roscoe_moody_colors_in_a_Robot_Character_in_a_futuristic__53643569-8186-4459-a3f9-663dbe2fbb46.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750</td>\n",
       "      <td>- Image #2  Roscoe</td>\n",
       "      <td>Pedro</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4274735</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-05-09 22:34:00</td>\n",
       "      <td>**moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750** - Image #3 @Pedro Roscoe</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/995431274267279440/1105503171171864648/Pedro_Roscoe_moody_colors_in_a_Robot_Character_in_a_futuristic__55afc406-c828-40bf-8891-375255ec60fa.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750</td>\n",
       "      <td>- Image #3  Roscoe</td>\n",
       "      <td>Pedro</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>3476505 rows × 9 columns</p>\n",
       "</div>"
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      "text/plain": [
       "                   AuthorID               Author                Date                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Content                                                                                                                                                                              Attachments Reactions                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 prompt                                          prompt_additions      user_name\n",
       "0        936929561302675456  Midjourney Bot#9282 2023-04-20 00:00:00                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          **Pepe the frog dollar bills, jewels, gems, treasure, rich** - @pixeljunkie (fast)   https://cdn.discordapp.com/attachments/984632500875821066/1098276842357657600/pixeljunkie_Pepe_the_frog_dollar_bills_jewels_gems_treasure_ric_21631231-5b41-4d65-81fa-3322f903de67.png       NaN                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Pepe the frog dollar bills, jewels, gems, treasure, rich                                                 -  (fast)    pixeljunkie\n",
       "2        936929561302675456  Midjourney Bot#9282 2023-04-20 00:00:00                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          **a left hand with a basketball cartoon logo** - @Jacobs Hq (fast)              https://cdn.discordapp.com/attachments/984632500875821066/1098276870430146703/Jacobs_Hq_a_left_hand_with_a_basketball_cartoon_logo_d763186d-d966-47d6-969d-dc8650f635f4.png       NaN                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             a left hand with a basketball cartoon logo                                              -  Hq (fast)         Jacobs\n",
       "4        936929561302675456  Midjourney Bot#9282 2023-04-20 00:00:00                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         **a path through a peaceful forest, a clear creek with white pebbles, is the beginning of the fall , the leaves star to turn orange and yellow, the sun shine beautiful in the blue sky, intricate details, concept art, Audrey Kawasaki, Naoto Hattori, Victo Ngai --ar 3:5 --chaos 50 --q 5 --niji 5** - Remix by @Momsuca (fast)   https://cdn.discordapp.com/attachments/984632500875821066/1098276981835042906/Momsuca_a_path_through_a_peaceful_forest_a_clear_creek_with_whi_f944933f-7cb6-48fe-9ea5-5c154bc27df0.png    ✉️ (1)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   a path through a peaceful forest, a clear creek with white pebbles, is the beginning of the fall , the leaves star to turn orange and yellow, the sun shine beautiful in the blue sky, intricate details, concept art, Audrey Kawasaki, Naoto Hattori, Victo Ngai --ar 3:5 --chaos 50 --q 5 --niji 5                                        - Remix by  (fast)        Momsuca\n",
       "8        936929561302675456  Midjourney Bot#9282 2023-04-20 00:00:00                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            **Pepe the frog surround by dollar bills** - @pixeljunkie (fast)                https://cdn.discordapp.com/attachments/984632500875821066/1098277071207288832/pixeljunkie_Pepe_the_frog_surround_by_dollar_bills_003e2191-98f1-46fc-be9c-cf2ced8b99e7.png       NaN                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Pepe the frog surround by dollar bills                                                 -  (fast)    pixeljunkie\n",
       "9        936929561302675456  Midjourney Bot#9282 2023-04-20 00:01:00                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  **watercolor chesapeake bay retriever full body chewing on a bone** - Upscaled by @kyesdoescyber (relaxed)   https://cdn.discordapp.com/attachments/984632500875821066/1098277077016399932/kyesdoescyber_watercolor_chesapeake_bay_retriever_full_body_che_639fd0ab-f37a-4a22-804d-823d3b3c8ecc.png       NaN                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        watercolor chesapeake bay retriever full body chewing on a bone                                  - Upscaled by  (relaxed)  kyesdoescyber\n",
       "...                     ...                  ...                 ...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         ...                                                                                                                                                                                      ...       ...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    ...                                                       ...            ...\n",
       "4274731  936929561302675456  Midjourney Bot#9282 2023-05-09 22:34:00                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           **Line sketch,Outline only,No shade,Coloring page for Kids,B&W,No color,No background,Attractive young woman, DOG, anthropomorphic --v 5** - @creaboost (relaxed)   https://cdn.discordapp.com/attachments/995431274267279440/1105503144567394405/creaboost_Line_sketchOutline_onlyNo_shadeColoring_page_for_Kids_a7fe4194-4c3a-437e-8d90-103ce73cadc9.png       NaN                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Line sketch,Outline only,No shade,Coloring page for Kids,B&W,No color,No background,Attractive young woman, DOG, anthropomorphic --v 5                                              -  (relaxed)      creaboost\n",
       "4274732  936929561302675456  Midjourney Bot#9282 2023-05-09 22:34:00  **versailles gardens, Rococo, Extremely Beautiful men, full body pose,High Contrast, gold, platnium, emeralds, rubys, silk, citrine, extremely detailed, pearls, diamonds, peridot, russian blue, rockwell+razumov+van gogh style, Classic Oil paint, bows, velvet vogue, iridescent, holographic, full body pose, colorized, neon pastel color palette, photorealistic, highly detailed, looks like professional hdr photography in fashion magazine, editorial photography, global illumination, moody lighting, post-processing, glowing shadows, chromatic aberration, black and white balance, scattering, beautiful cinematic lighting, lumen reflections, post-production, high fashion, tone mapping, shaders, diffraction grading 3d, octane render, detailed, hyperrealistic, dynamic lighting, cinematic lighting, 8k --stylize 250.0 --aspect 16:10 --v 5.1** - Remaster by @yeongae (Open on website for full quality) (fast)  https://cdn.discordapp.com/attachments/995431274267279440/1105503158882549851/yeongae_versailles_gardens_Rococo_Extremely_Beautiful_men_full__2aea0a73-ad8e-43bf-ab39-e759ebd31910.webp       NaN  versailles gardens, Rococo, Extremely Beautiful men, full body pose,High Contrast, gold, platnium, emeralds, rubys, silk, citrine, extremely detailed, pearls, diamonds, peridot, russian blue, rockwell+razumov+van gogh style, Classic Oil paint, bows, velvet vogue, iridescent, holographic, full body pose, colorized, neon pastel color palette, photorealistic, highly detailed, looks like professional hdr photography in fashion magazine, editorial photography, global illumination, moody lighting, post-processing, glowing shadows, chromatic aberration, black and white balance, scattering, beautiful cinematic lighting, lumen reflections, post-production, high fashion, tone mapping, shaders, diffraction grading 3d, octane render, detailed, hyperrealistic, dynamic lighting, cinematic lighting, 8k --stylize 250.0 --aspect 16:10 --v 5.1  - Remaster by  (Open on website for full quality) (fast)        yeongae\n",
       "4274733  936929561302675456  Midjourney Bot#9282 2023-05-09 22:34:00                                                                                                                                                                                                                             **moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750** - Image #1 @Pedro Roscoe   https://cdn.discordapp.com/attachments/995431274267279440/1105503160816107592/Pedro_Roscoe_moody_colors_in_a_Robot_Character_in_a_futuristic__598c0904-da26-4235-b34b-bcb29666d551.png       NaN                                                                                                                                                                                     moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750                                        - Image #1  Roscoe          Pedro\n",
       "4274734  936929561302675456  Midjourney Bot#9282 2023-05-09 22:34:00                                                                                                                                                                                                                             **moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750** - Image #2 @Pedro Roscoe   https://cdn.discordapp.com/attachments/995431274267279440/1105503165052362772/Pedro_Roscoe_moody_colors_in_a_Robot_Character_in_a_futuristic__53643569-8186-4459-a3f9-663dbe2fbb46.png       NaN                                                                                                                                                                                     moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750                                        - Image #2  Roscoe          Pedro\n",
       "4274735  936929561302675456  Midjourney Bot#9282 2023-05-09 22:34:00                                                                                                                                                                                                                             **moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750** - Image #3 @Pedro Roscoe   https://cdn.discordapp.com/attachments/995431274267279440/1105503171171864648/Pedro_Roscoe_moody_colors_in_a_Robot_Character_in_a_futuristic__55afc406-c828-40bf-8891-375255ec60fa.png       NaN                                                                                                                                                                                     moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750                                        - Image #3  Roscoe          Pedro\n",
       "\n",
       "[3476505 rows x 9 columns]"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "combined_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "b8f614bd",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-05-18T11:29:02.149774Z",
     "iopub.status.busy": "2023-05-18T11:29:02.149330Z",
     "iopub.status.idle": "2023-05-18T11:29:09.324840Z",
     "shell.execute_reply": "2023-05-18T11:29:09.323719Z"
    },
    "papermill": {
     "duration": 7.193542,
     "end_time": "2023-05-18T11:29:09.328255",
     "exception": false,
     "start_time": "2023-05-18T11:29:02.134713",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
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       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>AuthorID</th>\n",
       "      <th>Author</th>\n",
       "      <th>Date</th>\n",
       "      <th>Content</th>\n",
       "      <th>Attachments</th>\n",
       "      <th>Reactions</th>\n",
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       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-04-20 00:00:00</td>\n",
       "      <td>**Pepe the frog dollar bills, jewels, gems, treasure, rich** - @pixeljunkie (fast)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/984632500875821066/1098276842357657600/pixeljunkie_Pepe_the_frog_dollar_bills_jewels_gems_treasure_ric_21631231-5b41-4d65-81fa-3322f903de67.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Pepe the frog dollar bills, jewels, gems, treasure, rich</td>\n",
       "      <td></td>\n",
       "      <td>pixeljunkie</td>\n",
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       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-04-20 00:00:00</td>\n",
       "      <td>**a left hand with a basketball cartoon logo** - @Jacobs Hq (fast)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/984632500875821066/1098276870430146703/Jacobs_Hq_a_left_hand_with_a_basketball_cartoon_logo_d763186d-d966-47d6-969d-dc8650f635f4.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a left hand with a basketball cartoon logo</td>\n",
       "      <td>-  Hq (fast)</td>\n",
       "      <td>Jacobs</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-04-20 00:00:00</td>\n",
       "      <td>**a path through a peaceful forest, a clear creek with white pebbles, is the beginning of the fall , the leaves star to turn orange and yellow, the sun shine beautiful in the blue sky, intricate details, concept art, Audrey Kawasaki, Naoto Hattori, Victo Ngai --ar 3:5 --chaos 50 --q 5 --niji 5** - Remix by @Momsuca (fast)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/984632500875821066/1098276981835042906/Momsuca_a_path_through_a_peaceful_forest_a_clear_creek_with_whi_f944933f-7cb6-48fe-9ea5-5c154bc27df0.png</td>\n",
       "      <td>✉️ (1)</td>\n",
       "      <td>a path through a peaceful forest, a clear creek with white pebbles, is the beginning of the fall , the leaves star to turn orange and yellow, the sun shine beautiful in the blue sky, intricate details, concept art, Audrey Kawasaki, Naoto Hattori, Victo Ngai --ar 3:5 --chaos 50 --q 5 --niji 5</td>\n",
       "      <td>- Remix by  (fast)</td>\n",
       "      <td>Momsuca</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-04-20 00:00:00</td>\n",
       "      <td>**Pepe the frog surround by dollar bills** - @pixeljunkie (fast)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/984632500875821066/1098277071207288832/pixeljunkie_Pepe_the_frog_surround_by_dollar_bills_003e2191-98f1-46fc-be9c-cf2ced8b99e7.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Pepe the frog surround by dollar bills</td>\n",
       "      <td></td>\n",
       "      <td>pixeljunkie</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-04-20 00:01:00</td>\n",
       "      <td>**watercolor chesapeake bay retriever full body chewing on a bone** - Upscaled by @kyesdoescyber (relaxed)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/984632500875821066/1098277077016399932/kyesdoescyber_watercolor_chesapeake_bay_retriever_full_body_che_639fd0ab-f37a-4a22-804d-823d3b3c8ecc.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>watercolor chesapeake bay retriever full body chewing on a bone</td>\n",
       "      <td>- Upscaled by  (relaxed)</td>\n",
       "      <td>kyesdoescyber</td>\n",
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       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
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       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4274731</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-05-09 22:34:00</td>\n",
       "      <td>**Line sketch,Outline only,No shade,Coloring page for Kids,B&amp;W,No color,No background,Attractive young woman, DOG, anthropomorphic --v 5** - @creaboost (relaxed)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/995431274267279440/1105503144567394405/creaboost_Line_sketchOutline_onlyNo_shadeColoring_page_for_Kids_a7fe4194-4c3a-437e-8d90-103ce73cadc9.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Line sketch,Outline only,No shade,Coloring page for Kids,B&amp;W,No color,No background,Attractive young woman, DOG, anthropomorphic --v 5</td>\n",
       "      <td></td>\n",
       "      <td>creaboost</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4274732</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-05-09 22:34:00</td>\n",
       "      <td>**versailles gardens, Rococo, Extremely Beautiful men, full body pose,High Contrast, gold, platnium, emeralds, rubys, silk, citrine, extremely detailed, pearls, diamonds, peridot, russian blue, rockwell+razumov+van gogh style, Classic Oil paint, bows, velvet vogue, iridescent, holographic, full body pose, colorized, neon pastel color palette, photorealistic, highly detailed, looks like professional hdr photography in fashion magazine, editorial photography, global illumination, moody lighting, post-processing, glowing shadows, chromatic aberration, black and white balance, scattering, beautiful cinematic lighting, lumen reflections, post-production, high fashion, tone mapping, shaders, diffraction grading 3d, octane render, detailed, hyperrealistic, dynamic lighting, cinematic lighting, 8k --stylize 250.0 --aspect 16:10 --v 5.1** - Remaster by @yeongae (Open on website for full quality) (fast)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/995431274267279440/1105503158882549851/yeongae_versailles_gardens_Rococo_Extremely_Beautiful_men_full__2aea0a73-ad8e-43bf-ab39-e759ebd31910.webp</td>\n",
       "      <td>NaN</td>\n",
       "      <td>versailles gardens, Rococo, Extremely Beautiful men, full body pose,High Contrast, gold, platnium, emeralds, rubys, silk, citrine, extremely detailed, pearls, diamonds, peridot, russian blue, rockwell+razumov+van gogh style, Classic Oil paint, bows, velvet vogue, iridescent, holographic, full body pose, colorized, neon pastel color palette, photorealistic, highly detailed, looks like professional hdr photography in fashion magazine, editorial photography, global illumination, moody lighting, post-processing, glowing shadows, chromatic aberration, black and white balance, scattering, beautiful cinematic lighting, lumen reflections, post-production, high fashion, tone mapping, shaders, diffraction grading 3d, octane render, detailed, hyperrealistic, dynamic lighting, cinematic lighting, 8k --stylize 250.0 --aspect 16:10 --v 5.1</td>\n",
       "      <td>- Remaster by  (Open on website for full quality) (fast)</td>\n",
       "      <td>yeongae</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4274733</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-05-09 22:34:00</td>\n",
       "      <td>**moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750** - Image #1 @Pedro Roscoe</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/995431274267279440/1105503160816107592/Pedro_Roscoe_moody_colors_in_a_Robot_Character_in_a_futuristic__598c0904-da26-4235-b34b-bcb29666d551.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750</td>\n",
       "      <td>- Image #1  Roscoe</td>\n",
       "      <td>Pedro</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4274734</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-05-09 22:34:00</td>\n",
       "      <td>**moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750** - Image #2 @Pedro Roscoe</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/995431274267279440/1105503165052362772/Pedro_Roscoe_moody_colors_in_a_Robot_Character_in_a_futuristic__53643569-8186-4459-a3f9-663dbe2fbb46.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750</td>\n",
       "      <td>- Image #2  Roscoe</td>\n",
       "      <td>Pedro</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4274735</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-05-09 22:34:00</td>\n",
       "      <td>**moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750** - Image #3 @Pedro Roscoe</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/995431274267279440/1105503171171864648/Pedro_Roscoe_moody_colors_in_a_Robot_Character_in_a_futuristic__55afc406-c828-40bf-8891-375255ec60fa.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750</td>\n",
       "      <td>- Image #3  Roscoe</td>\n",
       "      <td>Pedro</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>3476505 rows × 9 columns</p>\n",
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       "                   AuthorID               Author                Date                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Content                                                                                                                                                                              Attachments Reactions                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 prompt                                          prompt_additions      user_name\n",
       "0        936929561302675456  Midjourney Bot#9282 2023-04-20 00:00:00                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          **Pepe the frog dollar bills, jewels, gems, treasure, rich** - @pixeljunkie (fast)   https://cdn.discordapp.com/attachments/984632500875821066/1098276842357657600/pixeljunkie_Pepe_the_frog_dollar_bills_jewels_gems_treasure_ric_21631231-5b41-4d65-81fa-3322f903de67.png       NaN                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Pepe the frog dollar bills, jewels, gems, treasure, rich                                                              pixeljunkie\n",
       "2        936929561302675456  Midjourney Bot#9282 2023-04-20 00:00:00                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          **a left hand with a basketball cartoon logo** - @Jacobs Hq (fast)              https://cdn.discordapp.com/attachments/984632500875821066/1098276870430146703/Jacobs_Hq_a_left_hand_with_a_basketball_cartoon_logo_d763186d-d966-47d6-969d-dc8650f635f4.png       NaN                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             a left hand with a basketball cartoon logo                                              -  Hq (fast)         Jacobs\n",
       "4        936929561302675456  Midjourney Bot#9282 2023-04-20 00:00:00                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         **a path through a peaceful forest, a clear creek with white pebbles, is the beginning of the fall , the leaves star to turn orange and yellow, the sun shine beautiful in the blue sky, intricate details, concept art, Audrey Kawasaki, Naoto Hattori, Victo Ngai --ar 3:5 --chaos 50 --q 5 --niji 5** - Remix by @Momsuca (fast)   https://cdn.discordapp.com/attachments/984632500875821066/1098276981835042906/Momsuca_a_path_through_a_peaceful_forest_a_clear_creek_with_whi_f944933f-7cb6-48fe-9ea5-5c154bc27df0.png    ✉️ (1)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   a path through a peaceful forest, a clear creek with white pebbles, is the beginning of the fall , the leaves star to turn orange and yellow, the sun shine beautiful in the blue sky, intricate details, concept art, Audrey Kawasaki, Naoto Hattori, Victo Ngai --ar 3:5 --chaos 50 --q 5 --niji 5                                        - Remix by  (fast)        Momsuca\n",
       "8        936929561302675456  Midjourney Bot#9282 2023-04-20 00:00:00                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            **Pepe the frog surround by dollar bills** - @pixeljunkie (fast)                https://cdn.discordapp.com/attachments/984632500875821066/1098277071207288832/pixeljunkie_Pepe_the_frog_surround_by_dollar_bills_003e2191-98f1-46fc-be9c-cf2ced8b99e7.png       NaN                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Pepe the frog surround by dollar bills                                                              pixeljunkie\n",
       "9        936929561302675456  Midjourney Bot#9282 2023-04-20 00:01:00                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  **watercolor chesapeake bay retriever full body chewing on a bone** - Upscaled by @kyesdoescyber (relaxed)   https://cdn.discordapp.com/attachments/984632500875821066/1098277077016399932/kyesdoescyber_watercolor_chesapeake_bay_retriever_full_body_che_639fd0ab-f37a-4a22-804d-823d3b3c8ecc.png       NaN                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        watercolor chesapeake bay retriever full body chewing on a bone                                  - Upscaled by  (relaxed)  kyesdoescyber\n",
       "...                     ...                  ...                 ...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         ...                                                                                                                                                                                      ...       ...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    ...                                                       ...            ...\n",
       "4274731  936929561302675456  Midjourney Bot#9282 2023-05-09 22:34:00                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           **Line sketch,Outline only,No shade,Coloring page for Kids,B&W,No color,No background,Attractive young woman, DOG, anthropomorphic --v 5** - @creaboost (relaxed)   https://cdn.discordapp.com/attachments/995431274267279440/1105503144567394405/creaboost_Line_sketchOutline_onlyNo_shadeColoring_page_for_Kids_a7fe4194-4c3a-437e-8d90-103ce73cadc9.png       NaN                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Line sketch,Outline only,No shade,Coloring page for Kids,B&W,No color,No background,Attractive young woman, DOG, anthropomorphic --v 5                                                                creaboost\n",
       "4274732  936929561302675456  Midjourney Bot#9282 2023-05-09 22:34:00  **versailles gardens, Rococo, Extremely Beautiful men, full body pose,High Contrast, gold, platnium, emeralds, rubys, silk, citrine, extremely detailed, pearls, diamonds, peridot, russian blue, rockwell+razumov+van gogh style, Classic Oil paint, bows, velvet vogue, iridescent, holographic, full body pose, colorized, neon pastel color palette, photorealistic, highly detailed, looks like professional hdr photography in fashion magazine, editorial photography, global illumination, moody lighting, post-processing, glowing shadows, chromatic aberration, black and white balance, scattering, beautiful cinematic lighting, lumen reflections, post-production, high fashion, tone mapping, shaders, diffraction grading 3d, octane render, detailed, hyperrealistic, dynamic lighting, cinematic lighting, 8k --stylize 250.0 --aspect 16:10 --v 5.1** - Remaster by @yeongae (Open on website for full quality) (fast)  https://cdn.discordapp.com/attachments/995431274267279440/1105503158882549851/yeongae_versailles_gardens_Rococo_Extremely_Beautiful_men_full__2aea0a73-ad8e-43bf-ab39-e759ebd31910.webp       NaN  versailles gardens, Rococo, Extremely Beautiful men, full body pose,High Contrast, gold, platnium, emeralds, rubys, silk, citrine, extremely detailed, pearls, diamonds, peridot, russian blue, rockwell+razumov+van gogh style, Classic Oil paint, bows, velvet vogue, iridescent, holographic, full body pose, colorized, neon pastel color palette, photorealistic, highly detailed, looks like professional hdr photography in fashion magazine, editorial photography, global illumination, moody lighting, post-processing, glowing shadows, chromatic aberration, black and white balance, scattering, beautiful cinematic lighting, lumen reflections, post-production, high fashion, tone mapping, shaders, diffraction grading 3d, octane render, detailed, hyperrealistic, dynamic lighting, cinematic lighting, 8k --stylize 250.0 --aspect 16:10 --v 5.1  - Remaster by  (Open on website for full quality) (fast)        yeongae\n",
       "4274733  936929561302675456  Midjourney Bot#9282 2023-05-09 22:34:00                                                                                                                                                                                                                             **moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750** - Image #1 @Pedro Roscoe   https://cdn.discordapp.com/attachments/995431274267279440/1105503160816107592/Pedro_Roscoe_moody_colors_in_a_Robot_Character_in_a_futuristic__598c0904-da26-4235-b34b-bcb29666d551.png       NaN                                                                                                                                                                                     moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750                                        - Image #1  Roscoe          Pedro\n",
       "4274734  936929561302675456  Midjourney Bot#9282 2023-05-09 22:34:00                                                                                                                                                                                                                             **moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750** - Image #2 @Pedro Roscoe   https://cdn.discordapp.com/attachments/995431274267279440/1105503165052362772/Pedro_Roscoe_moody_colors_in_a_Robot_Character_in_a_futuristic__53643569-8186-4459-a3f9-663dbe2fbb46.png       NaN                                                                                                                                                                                     moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750                                        - Image #2  Roscoe          Pedro\n",
       "4274735  936929561302675456  Midjourney Bot#9282 2023-05-09 22:34:00                                                                                                                                                                                                                             **moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750** - Image #3 @Pedro Roscoe   https://cdn.discordapp.com/attachments/995431274267279440/1105503171171864648/Pedro_Roscoe_moody_colors_in_a_Robot_Character_in_a_futuristic__55afc406-c828-40bf-8891-375255ec60fa.png       NaN                                                                                                                                                                                     moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750                                        - Image #3  Roscoe          Pedro\n",
       "\n",
       "[3476505 rows x 9 columns]"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "combined_df['prompt_additions'] = combined_df['prompt_additions'].str.replace(r'\\s*-\\s*\\(.+?\\)', '', regex=True)\n",
    "combined_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "f79cbf56",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-05-18T11:29:09.358005Z",
     "iopub.status.busy": "2023-05-18T11:29:09.357619Z",
     "iopub.status.idle": "2023-05-18T11:29:15.311835Z",
     "shell.execute_reply": "2023-05-18T11:29:15.310685Z"
    },
    "papermill": {
     "duration": 5.973255,
     "end_time": "2023-05-18T11:29:15.315728",
     "exception": false,
     "start_time": "2023-05-18T11:29:09.342473",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
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       "      <th>0</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-04-20 00:00:00</td>\n",
       "      <td>**Pepe the frog dollar bills, jewels, gems, treasure, rich** - @pixeljunkie (fast)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/984632500875821066/1098276842357657600/pixeljunkie_Pepe_the_frog_dollar_bills_jewels_gems_treasure_ric_21631231-5b41-4d65-81fa-3322f903de67.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Pepe the frog dollar bills, jewels, gems, treasure, rich</td>\n",
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       "      <td>pixeljunkie</td>\n",
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       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-04-20 00:00:00</td>\n",
       "      <td>**a left hand with a basketball cartoon logo** - @Jacobs Hq (fast)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/984632500875821066/1098276870430146703/Jacobs_Hq_a_left_hand_with_a_basketball_cartoon_logo_d763186d-d966-47d6-969d-dc8650f635f4.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a left hand with a basketball cartoon logo</td>\n",
       "      <td>-  Hq</td>\n",
       "      <td>Jacobs</td>\n",
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       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-04-20 00:00:00</td>\n",
       "      <td>**a path through a peaceful forest, a clear creek with white pebbles, is the beginning of the fall , the leaves star to turn orange and yellow, the sun shine beautiful in the blue sky, intricate details, concept art, Audrey Kawasaki, Naoto Hattori, Victo Ngai --ar 3:5 --chaos 50 --q 5 --niji 5** - Remix by @Momsuca (fast)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/984632500875821066/1098276981835042906/Momsuca_a_path_through_a_peaceful_forest_a_clear_creek_with_whi_f944933f-7cb6-48fe-9ea5-5c154bc27df0.png</td>\n",
       "      <td>✉️ (1)</td>\n",
       "      <td>a path through a peaceful forest, a clear creek with white pebbles, is the beginning of the fall , the leaves star to turn orange and yellow, the sun shine beautiful in the blue sky, intricate details, concept art, Audrey Kawasaki, Naoto Hattori, Victo Ngai --ar 3:5 --chaos 50 --q 5 --niji 5</td>\n",
       "      <td>- Remix by</td>\n",
       "      <td>Momsuca</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-04-20 00:00:00</td>\n",
       "      <td>**Pepe the frog surround by dollar bills** - @pixeljunkie (fast)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/984632500875821066/1098277071207288832/pixeljunkie_Pepe_the_frog_surround_by_dollar_bills_003e2191-98f1-46fc-be9c-cf2ced8b99e7.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Pepe the frog surround by dollar bills</td>\n",
       "      <td></td>\n",
       "      <td>pixeljunkie</td>\n",
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       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-04-20 00:01:00</td>\n",
       "      <td>**watercolor chesapeake bay retriever full body chewing on a bone** - Upscaled by @kyesdoescyber (relaxed)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/984632500875821066/1098277077016399932/kyesdoescyber_watercolor_chesapeake_bay_retriever_full_body_che_639fd0ab-f37a-4a22-804d-823d3b3c8ecc.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>watercolor chesapeake bay retriever full body chewing on a bone</td>\n",
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       "      <td>kyesdoescyber</td>\n",
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       "      <th>4274731</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-05-09 22:34:00</td>\n",
       "      <td>**Line sketch,Outline only,No shade,Coloring page for Kids,B&amp;W,No color,No background,Attractive young woman, DOG, anthropomorphic --v 5** - @creaboost (relaxed)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/995431274267279440/1105503144567394405/creaboost_Line_sketchOutline_onlyNo_shadeColoring_page_for_Kids_a7fe4194-4c3a-437e-8d90-103ce73cadc9.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Line sketch,Outline only,No shade,Coloring page for Kids,B&amp;W,No color,No background,Attractive young woman, DOG, anthropomorphic --v 5</td>\n",
       "      <td></td>\n",
       "      <td>creaboost</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4274732</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-05-09 22:34:00</td>\n",
       "      <td>**versailles gardens, Rococo, Extremely Beautiful men, full body pose,High Contrast, gold, platnium, emeralds, rubys, silk, citrine, extremely detailed, pearls, diamonds, peridot, russian blue, rockwell+razumov+van gogh style, Classic Oil paint, bows, velvet vogue, iridescent, holographic, full body pose, colorized, neon pastel color palette, photorealistic, highly detailed, looks like professional hdr photography in fashion magazine, editorial photography, global illumination, moody lighting, post-processing, glowing shadows, chromatic aberration, black and white balance, scattering, beautiful cinematic lighting, lumen reflections, post-production, high fashion, tone mapping, shaders, diffraction grading 3d, octane render, detailed, hyperrealistic, dynamic lighting, cinematic lighting, 8k --stylize 250.0 --aspect 16:10 --v 5.1** - Remaster by @yeongae (Open on website for full quality) (fast)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/995431274267279440/1105503158882549851/yeongae_versailles_gardens_Rococo_Extremely_Beautiful_men_full__2aea0a73-ad8e-43bf-ab39-e759ebd31910.webp</td>\n",
       "      <td>NaN</td>\n",
       "      <td>versailles gardens, Rococo, Extremely Beautiful men, full body pose,High Contrast, gold, platnium, emeralds, rubys, silk, citrine, extremely detailed, pearls, diamonds, peridot, russian blue, rockwell+razumov+van gogh style, Classic Oil paint, bows, velvet vogue, iridescent, holographic, full body pose, colorized, neon pastel color palette, photorealistic, highly detailed, looks like professional hdr photography in fashion magazine, editorial photography, global illumination, moody lighting, post-processing, glowing shadows, chromatic aberration, black and white balance, scattering, beautiful cinematic lighting, lumen reflections, post-production, high fashion, tone mapping, shaders, diffraction grading 3d, octane render, detailed, hyperrealistic, dynamic lighting, cinematic lighting, 8k --stylize 250.0 --aspect 16:10 --v 5.1</td>\n",
       "      <td>- Remaster by  (Open on website for full quality)</td>\n",
       "      <td>yeongae</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4274733</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-05-09 22:34:00</td>\n",
       "      <td>**moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750** - Image #1 @Pedro Roscoe</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/995431274267279440/1105503160816107592/Pedro_Roscoe_moody_colors_in_a_Robot_Character_in_a_futuristic__598c0904-da26-4235-b34b-bcb29666d551.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750</td>\n",
       "      <td>- Image #1  Roscoe</td>\n",
       "      <td>Pedro</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4274734</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-05-09 22:34:00</td>\n",
       "      <td>**moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750** - Image #2 @Pedro Roscoe</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/995431274267279440/1105503165052362772/Pedro_Roscoe_moody_colors_in_a_Robot_Character_in_a_futuristic__53643569-8186-4459-a3f9-663dbe2fbb46.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750</td>\n",
       "      <td>- Image #2  Roscoe</td>\n",
       "      <td>Pedro</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4274735</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-05-09 22:34:00</td>\n",
       "      <td>**moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750** - Image #3 @Pedro Roscoe</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/995431274267279440/1105503171171864648/Pedro_Roscoe_moody_colors_in_a_Robot_Character_in_a_futuristic__55afc406-c828-40bf-8891-375255ec60fa.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750</td>\n",
       "      <td>- Image #3  Roscoe</td>\n",
       "      <td>Pedro</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>3476505 rows × 9 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                   AuthorID               Author                Date                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Content                                                                                                                                                                              Attachments Reactions                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 prompt                                   prompt_additions      user_name\n",
       "0        936929561302675456  Midjourney Bot#9282 2023-04-20 00:00:00                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          **Pepe the frog dollar bills, jewels, gems, treasure, rich** - @pixeljunkie (fast)   https://cdn.discordapp.com/attachments/984632500875821066/1098276842357657600/pixeljunkie_Pepe_the_frog_dollar_bills_jewels_gems_treasure_ric_21631231-5b41-4d65-81fa-3322f903de67.png       NaN                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Pepe the frog dollar bills, jewels, gems, treasure, rich                                                       pixeljunkie\n",
       "2        936929561302675456  Midjourney Bot#9282 2023-04-20 00:00:00                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          **a left hand with a basketball cartoon logo** - @Jacobs Hq (fast)              https://cdn.discordapp.com/attachments/984632500875821066/1098276870430146703/Jacobs_Hq_a_left_hand_with_a_basketball_cartoon_logo_d763186d-d966-47d6-969d-dc8650f635f4.png       NaN                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             a left hand with a basketball cartoon logo                                              -  Hq         Jacobs\n",
       "4        936929561302675456  Midjourney Bot#9282 2023-04-20 00:00:00                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         **a path through a peaceful forest, a clear creek with white pebbles, is the beginning of the fall , the leaves star to turn orange and yellow, the sun shine beautiful in the blue sky, intricate details, concept art, Audrey Kawasaki, Naoto Hattori, Victo Ngai --ar 3:5 --chaos 50 --q 5 --niji 5** - Remix by @Momsuca (fast)   https://cdn.discordapp.com/attachments/984632500875821066/1098276981835042906/Momsuca_a_path_through_a_peaceful_forest_a_clear_creek_with_whi_f944933f-7cb6-48fe-9ea5-5c154bc27df0.png    ✉️ (1)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   a path through a peaceful forest, a clear creek with white pebbles, is the beginning of the fall , the leaves star to turn orange and yellow, the sun shine beautiful in the blue sky, intricate details, concept art, Audrey Kawasaki, Naoto Hattori, Victo Ngai --ar 3:5 --chaos 50 --q 5 --niji 5                                         - Remix by        Momsuca\n",
       "8        936929561302675456  Midjourney Bot#9282 2023-04-20 00:00:00                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            **Pepe the frog surround by dollar bills** - @pixeljunkie (fast)                https://cdn.discordapp.com/attachments/984632500875821066/1098277071207288832/pixeljunkie_Pepe_the_frog_surround_by_dollar_bills_003e2191-98f1-46fc-be9c-cf2ced8b99e7.png       NaN                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Pepe the frog surround by dollar bills                                                       pixeljunkie\n",
       "9        936929561302675456  Midjourney Bot#9282 2023-04-20 00:01:00                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  **watercolor chesapeake bay retriever full body chewing on a bone** - Upscaled by @kyesdoescyber (relaxed)   https://cdn.discordapp.com/attachments/984632500875821066/1098277077016399932/kyesdoescyber_watercolor_chesapeake_bay_retriever_full_body_che_639fd0ab-f37a-4a22-804d-823d3b3c8ecc.png       NaN                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        watercolor chesapeake bay retriever full body chewing on a bone                           - Upscaled by  (relaxed)  kyesdoescyber\n",
       "...                     ...                  ...                 ...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         ...                                                                                                                                                                                      ...       ...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    ...                                                ...            ...\n",
       "4274731  936929561302675456  Midjourney Bot#9282 2023-05-09 22:34:00                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           **Line sketch,Outline only,No shade,Coloring page for Kids,B&W,No color,No background,Attractive young woman, DOG, anthropomorphic --v 5** - @creaboost (relaxed)   https://cdn.discordapp.com/attachments/995431274267279440/1105503144567394405/creaboost_Line_sketchOutline_onlyNo_shadeColoring_page_for_Kids_a7fe4194-4c3a-437e-8d90-103ce73cadc9.png       NaN                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Line sketch,Outline only,No shade,Coloring page for Kids,B&W,No color,No background,Attractive young woman, DOG, anthropomorphic --v 5                                                         creaboost\n",
       "4274732  936929561302675456  Midjourney Bot#9282 2023-05-09 22:34:00  **versailles gardens, Rococo, Extremely Beautiful men, full body pose,High Contrast, gold, platnium, emeralds, rubys, silk, citrine, extremely detailed, pearls, diamonds, peridot, russian blue, rockwell+razumov+van gogh style, Classic Oil paint, bows, velvet vogue, iridescent, holographic, full body pose, colorized, neon pastel color palette, photorealistic, highly detailed, looks like professional hdr photography in fashion magazine, editorial photography, global illumination, moody lighting, post-processing, glowing shadows, chromatic aberration, black and white balance, scattering, beautiful cinematic lighting, lumen reflections, post-production, high fashion, tone mapping, shaders, diffraction grading 3d, octane render, detailed, hyperrealistic, dynamic lighting, cinematic lighting, 8k --stylize 250.0 --aspect 16:10 --v 5.1** - Remaster by @yeongae (Open on website for full quality) (fast)  https://cdn.discordapp.com/attachments/995431274267279440/1105503158882549851/yeongae_versailles_gardens_Rococo_Extremely_Beautiful_men_full__2aea0a73-ad8e-43bf-ab39-e759ebd31910.webp       NaN  versailles gardens, Rococo, Extremely Beautiful men, full body pose,High Contrast, gold, platnium, emeralds, rubys, silk, citrine, extremely detailed, pearls, diamonds, peridot, russian blue, rockwell+razumov+van gogh style, Classic Oil paint, bows, velvet vogue, iridescent, holographic, full body pose, colorized, neon pastel color palette, photorealistic, highly detailed, looks like professional hdr photography in fashion magazine, editorial photography, global illumination, moody lighting, post-processing, glowing shadows, chromatic aberration, black and white balance, scattering, beautiful cinematic lighting, lumen reflections, post-production, high fashion, tone mapping, shaders, diffraction grading 3d, octane render, detailed, hyperrealistic, dynamic lighting, cinematic lighting, 8k --stylize 250.0 --aspect 16:10 --v 5.1  - Remaster by  (Open on website for full quality)        yeongae\n",
       "4274733  936929561302675456  Midjourney Bot#9282 2023-05-09 22:34:00                                                                                                                                                                                                                             **moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750** - Image #1 @Pedro Roscoe   https://cdn.discordapp.com/attachments/995431274267279440/1105503160816107592/Pedro_Roscoe_moody_colors_in_a_Robot_Character_in_a_futuristic__598c0904-da26-4235-b34b-bcb29666d551.png       NaN                                                                                                                                                                                     moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750                                 - Image #1  Roscoe          Pedro\n",
       "4274734  936929561302675456  Midjourney Bot#9282 2023-05-09 22:34:00                                                                                                                                                                                                                             **moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750** - Image #2 @Pedro Roscoe   https://cdn.discordapp.com/attachments/995431274267279440/1105503165052362772/Pedro_Roscoe_moody_colors_in_a_Robot_Character_in_a_futuristic__53643569-8186-4459-a3f9-663dbe2fbb46.png       NaN                                                                                                                                                                                     moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750                                 - Image #2  Roscoe          Pedro\n",
       "4274735  936929561302675456  Midjourney Bot#9282 2023-05-09 22:34:00                                                                                                                                                                                                                             **moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750** - Image #3 @Pedro Roscoe   https://cdn.discordapp.com/attachments/995431274267279440/1105503171171864648/Pedro_Roscoe_moody_colors_in_a_Robot_Character_in_a_futuristic__55afc406-c828-40bf-8891-375255ec60fa.png       NaN                                                                                                                                                                                     moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750                                 - Image #3  Roscoe          Pedro\n",
       "\n",
       "[3476505 rows x 9 columns]"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "combined_df['prompt_additions'] = combined_df['prompt_additions'].str.replace(r'\\s*\\(fast\\)\\s*', '', regex=True)\n",
    "combined_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "ab170c5a",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-05-18T11:29:15.347213Z",
     "iopub.status.busy": "2023-05-18T11:29:15.346498Z",
     "iopub.status.idle": "2023-05-18T11:30:12.785161Z",
     "shell.execute_reply": "2023-05-18T11:30:12.783897Z"
    },
    "papermill": {
     "duration": 57.457885,
     "end_time": "2023-05-18T11:30:12.788142",
     "exception": false,
     "start_time": "2023-05-18T11:29:15.330257",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "# Create a function to check if a prompt_additions text contains any of the specified phrases\n",
    "def check_upscaled(row):\n",
    "    phrases = ['Upscaled by', 'Image #1', 'Image #2', 'Image #3', 'Image #4', 'Upscaled (Beta) by']\n",
    "    row_string = str(row['prompt_additions'])\n",
    "    return any(phrase in row_string for phrase in phrases)\n",
    "\n",
    "# Apply the 'check_upscaled' function to each row of the DataFrame and create the 'upscaled' column\n",
    "combined_df['upscaled'] = combined_df.apply(check_upscaled, axis=1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "d14f5a47",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-05-18T11:30:12.822016Z",
     "iopub.status.busy": "2023-05-18T11:30:12.821287Z",
     "iopub.status.idle": "2023-05-18T11:30:12.842650Z",
     "shell.execute_reply": "2023-05-18T11:30:12.841649Z"
    },
    "papermill": {
     "duration": 0.04145,
     "end_time": "2023-05-18T11:30:12.845627",
     "exception": false,
     "start_time": "2023-05-18T11:30:12.804177",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
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       "      <th>AuthorID</th>\n",
       "      <th>Author</th>\n",
       "      <th>Date</th>\n",
       "      <th>Content</th>\n",
       "      <th>Attachments</th>\n",
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       "      <th>upscaled</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-04-20 00:00:00</td>\n",
       "      <td>**Pepe the frog dollar bills, jewels, gems, treasure, rich** - @pixeljunkie (fast)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/984632500875821066/1098276842357657600/pixeljunkie_Pepe_the_frog_dollar_bills_jewels_gems_treasure_ric_21631231-5b41-4d65-81fa-3322f903de67.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Pepe the frog dollar bills, jewels, gems, treasure, rich</td>\n",
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       "      <td>pixeljunkie</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-04-20 00:00:00</td>\n",
       "      <td>**a left hand with a basketball cartoon logo** - @Jacobs Hq (fast)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/984632500875821066/1098276870430146703/Jacobs_Hq_a_left_hand_with_a_basketball_cartoon_logo_d763186d-d966-47d6-969d-dc8650f635f4.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a left hand with a basketball cartoon logo</td>\n",
       "      <td>-  Hq</td>\n",
       "      <td>Jacobs</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-04-20 00:00:00</td>\n",
       "      <td>**a path through a peaceful forest, a clear creek with white pebbles, is the beginning of the fall , the leaves star to turn orange and yellow, the sun shine beautiful in the blue sky, intricate details, concept art, Audrey Kawasaki, Naoto Hattori, Victo Ngai --ar 3:5 --chaos 50 --q 5 --niji 5** - Remix by @Momsuca (fast)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/984632500875821066/1098276981835042906/Momsuca_a_path_through_a_peaceful_forest_a_clear_creek_with_whi_f944933f-7cb6-48fe-9ea5-5c154bc27df0.png</td>\n",
       "      <td>✉️ (1)</td>\n",
       "      <td>a path through a peaceful forest, a clear creek with white pebbles, is the beginning of the fall , the leaves star to turn orange and yellow, the sun shine beautiful in the blue sky, intricate details, concept art, Audrey Kawasaki, Naoto Hattori, Victo Ngai --ar 3:5 --chaos 50 --q 5 --niji 5</td>\n",
       "      <td>- Remix by</td>\n",
       "      <td>Momsuca</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-04-20 00:00:00</td>\n",
       "      <td>**Pepe the frog surround by dollar bills** - @pixeljunkie (fast)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/984632500875821066/1098277071207288832/pixeljunkie_Pepe_the_frog_surround_by_dollar_bills_003e2191-98f1-46fc-be9c-cf2ced8b99e7.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Pepe the frog surround by dollar bills</td>\n",
       "      <td></td>\n",
       "      <td>pixeljunkie</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-04-20 00:01:00</td>\n",
       "      <td>**watercolor chesapeake bay retriever full body chewing on a bone** - Upscaled by @kyesdoescyber (relaxed)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/984632500875821066/1098277077016399932/kyesdoescyber_watercolor_chesapeake_bay_retriever_full_body_che_639fd0ab-f37a-4a22-804d-823d3b3c8ecc.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>watercolor chesapeake bay retriever full body chewing on a bone</td>\n",
       "      <td>- Upscaled by  (relaxed)</td>\n",
       "      <td>kyesdoescyber</td>\n",
       "      <td>True</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4274731</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-05-09 22:34:00</td>\n",
       "      <td>**Line sketch,Outline only,No shade,Coloring page for Kids,B&amp;W,No color,No background,Attractive young woman, DOG, anthropomorphic --v 5** - @creaboost (relaxed)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/995431274267279440/1105503144567394405/creaboost_Line_sketchOutline_onlyNo_shadeColoring_page_for_Kids_a7fe4194-4c3a-437e-8d90-103ce73cadc9.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Line sketch,Outline only,No shade,Coloring page for Kids,B&amp;W,No color,No background,Attractive young woman, DOG, anthropomorphic --v 5</td>\n",
       "      <td></td>\n",
       "      <td>creaboost</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4274732</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-05-09 22:34:00</td>\n",
       "      <td>**versailles gardens, Rococo, Extremely Beautiful men, full body pose,High Contrast, gold, platnium, emeralds, rubys, silk, citrine, extremely detailed, pearls, diamonds, peridot, russian blue, rockwell+razumov+van gogh style, Classic Oil paint, bows, velvet vogue, iridescent, holographic, full body pose, colorized, neon pastel color palette, photorealistic, highly detailed, looks like professional hdr photography in fashion magazine, editorial photography, global illumination, moody lighting, post-processing, glowing shadows, chromatic aberration, black and white balance, scattering, beautiful cinematic lighting, lumen reflections, post-production, high fashion, tone mapping, shaders, diffraction grading 3d, octane render, detailed, hyperrealistic, dynamic lighting, cinematic lighting, 8k --stylize 250.0 --aspect 16:10 --v 5.1** - Remaster by @yeongae (Open on website for full quality) (fast)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/995431274267279440/1105503158882549851/yeongae_versailles_gardens_Rococo_Extremely_Beautiful_men_full__2aea0a73-ad8e-43bf-ab39-e759ebd31910.webp</td>\n",
       "      <td>NaN</td>\n",
       "      <td>versailles gardens, Rococo, Extremely Beautiful men, full body pose,High Contrast, gold, platnium, emeralds, rubys, silk, citrine, extremely detailed, pearls, diamonds, peridot, russian blue, rockwell+razumov+van gogh style, Classic Oil paint, bows, velvet vogue, iridescent, holographic, full body pose, colorized, neon pastel color palette, photorealistic, highly detailed, looks like professional hdr photography in fashion magazine, editorial photography, global illumination, moody lighting, post-processing, glowing shadows, chromatic aberration, black and white balance, scattering, beautiful cinematic lighting, lumen reflections, post-production, high fashion, tone mapping, shaders, diffraction grading 3d, octane render, detailed, hyperrealistic, dynamic lighting, cinematic lighting, 8k --stylize 250.0 --aspect 16:10 --v 5.1</td>\n",
       "      <td>- Remaster by  (Open on website for full quality)</td>\n",
       "      <td>yeongae</td>\n",
       "      <td>False</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4274733</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-05-09 22:34:00</td>\n",
       "      <td>**moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750** - Image #1 @Pedro Roscoe</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/995431274267279440/1105503160816107592/Pedro_Roscoe_moody_colors_in_a_Robot_Character_in_a_futuristic__598c0904-da26-4235-b34b-bcb29666d551.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750</td>\n",
       "      <td>- Image #1  Roscoe</td>\n",
       "      <td>Pedro</td>\n",
       "      <td>True</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4274734</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-05-09 22:34:00</td>\n",
       "      <td>**moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750** - Image #2 @Pedro Roscoe</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/995431274267279440/1105503165052362772/Pedro_Roscoe_moody_colors_in_a_Robot_Character_in_a_futuristic__53643569-8186-4459-a3f9-663dbe2fbb46.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750</td>\n",
       "      <td>- Image #2  Roscoe</td>\n",
       "      <td>Pedro</td>\n",
       "      <td>True</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4274735</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-05-09 22:34:00</td>\n",
       "      <td>**moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750** - Image #3 @Pedro Roscoe</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/995431274267279440/1105503171171864648/Pedro_Roscoe_moody_colors_in_a_Robot_Character_in_a_futuristic__55afc406-c828-40bf-8891-375255ec60fa.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750</td>\n",
       "      <td>- Image #3  Roscoe</td>\n",
       "      <td>Pedro</td>\n",
       "      <td>True</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>3476505 rows × 10 columns</p>\n",
       "</div>"
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      "text/plain": [
       "                   AuthorID               Author                Date                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Content                                                                                                                                                                              Attachments Reactions                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 prompt                                   prompt_additions      user_name  upscaled\n",
       "0        936929561302675456  Midjourney Bot#9282 2023-04-20 00:00:00                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          **Pepe the frog dollar bills, jewels, gems, treasure, rich** - @pixeljunkie (fast)   https://cdn.discordapp.com/attachments/984632500875821066/1098276842357657600/pixeljunkie_Pepe_the_frog_dollar_bills_jewels_gems_treasure_ric_21631231-5b41-4d65-81fa-3322f903de67.png       NaN                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Pepe the frog dollar bills, jewels, gems, treasure, rich                                                       pixeljunkie     False\n",
       "2        936929561302675456  Midjourney Bot#9282 2023-04-20 00:00:00                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          **a left hand with a basketball cartoon logo** - @Jacobs Hq (fast)              https://cdn.discordapp.com/attachments/984632500875821066/1098276870430146703/Jacobs_Hq_a_left_hand_with_a_basketball_cartoon_logo_d763186d-d966-47d6-969d-dc8650f635f4.png       NaN                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             a left hand with a basketball cartoon logo                                              -  Hq         Jacobs     False\n",
       "4        936929561302675456  Midjourney Bot#9282 2023-04-20 00:00:00                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         **a path through a peaceful forest, a clear creek with white pebbles, is the beginning of the fall , the leaves star to turn orange and yellow, the sun shine beautiful in the blue sky, intricate details, concept art, Audrey Kawasaki, Naoto Hattori, Victo Ngai --ar 3:5 --chaos 50 --q 5 --niji 5** - Remix by @Momsuca (fast)   https://cdn.discordapp.com/attachments/984632500875821066/1098276981835042906/Momsuca_a_path_through_a_peaceful_forest_a_clear_creek_with_whi_f944933f-7cb6-48fe-9ea5-5c154bc27df0.png    ✉️ (1)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   a path through a peaceful forest, a clear creek with white pebbles, is the beginning of the fall , the leaves star to turn orange and yellow, the sun shine beautiful in the blue sky, intricate details, concept art, Audrey Kawasaki, Naoto Hattori, Victo Ngai --ar 3:5 --chaos 50 --q 5 --niji 5                                         - Remix by        Momsuca     False\n",
       "8        936929561302675456  Midjourney Bot#9282 2023-04-20 00:00:00                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            **Pepe the frog surround by dollar bills** - @pixeljunkie (fast)                https://cdn.discordapp.com/attachments/984632500875821066/1098277071207288832/pixeljunkie_Pepe_the_frog_surround_by_dollar_bills_003e2191-98f1-46fc-be9c-cf2ced8b99e7.png       NaN                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Pepe the frog surround by dollar bills                                                       pixeljunkie     False\n",
       "9        936929561302675456  Midjourney Bot#9282 2023-04-20 00:01:00                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  **watercolor chesapeake bay retriever full body chewing on a bone** - Upscaled by @kyesdoescyber (relaxed)   https://cdn.discordapp.com/attachments/984632500875821066/1098277077016399932/kyesdoescyber_watercolor_chesapeake_bay_retriever_full_body_che_639fd0ab-f37a-4a22-804d-823d3b3c8ecc.png       NaN                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        watercolor chesapeake bay retriever full body chewing on a bone                           - Upscaled by  (relaxed)  kyesdoescyber      True\n",
       "...                     ...                  ...                 ...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         ...                                                                                                                                                                                      ...       ...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    ...                                                ...            ...       ...\n",
       "4274731  936929561302675456  Midjourney Bot#9282 2023-05-09 22:34:00                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           **Line sketch,Outline only,No shade,Coloring page for Kids,B&W,No color,No background,Attractive young woman, DOG, anthropomorphic --v 5** - @creaboost (relaxed)   https://cdn.discordapp.com/attachments/995431274267279440/1105503144567394405/creaboost_Line_sketchOutline_onlyNo_shadeColoring_page_for_Kids_a7fe4194-4c3a-437e-8d90-103ce73cadc9.png       NaN                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Line sketch,Outline only,No shade,Coloring page for Kids,B&W,No color,No background,Attractive young woman, DOG, anthropomorphic --v 5                                                         creaboost     False\n",
       "4274732  936929561302675456  Midjourney Bot#9282 2023-05-09 22:34:00  **versailles gardens, Rococo, Extremely Beautiful men, full body pose,High Contrast, gold, platnium, emeralds, rubys, silk, citrine, extremely detailed, pearls, diamonds, peridot, russian blue, rockwell+razumov+van gogh style, Classic Oil paint, bows, velvet vogue, iridescent, holographic, full body pose, colorized, neon pastel color palette, photorealistic, highly detailed, looks like professional hdr photography in fashion magazine, editorial photography, global illumination, moody lighting, post-processing, glowing shadows, chromatic aberration, black and white balance, scattering, beautiful cinematic lighting, lumen reflections, post-production, high fashion, tone mapping, shaders, diffraction grading 3d, octane render, detailed, hyperrealistic, dynamic lighting, cinematic lighting, 8k --stylize 250.0 --aspect 16:10 --v 5.1** - Remaster by @yeongae (Open on website for full quality) (fast)  https://cdn.discordapp.com/attachments/995431274267279440/1105503158882549851/yeongae_versailles_gardens_Rococo_Extremely_Beautiful_men_full__2aea0a73-ad8e-43bf-ab39-e759ebd31910.webp       NaN  versailles gardens, Rococo, Extremely Beautiful men, full body pose,High Contrast, gold, platnium, emeralds, rubys, silk, citrine, extremely detailed, pearls, diamonds, peridot, russian blue, rockwell+razumov+van gogh style, Classic Oil paint, bows, velvet vogue, iridescent, holographic, full body pose, colorized, neon pastel color palette, photorealistic, highly detailed, looks like professional hdr photography in fashion magazine, editorial photography, global illumination, moody lighting, post-processing, glowing shadows, chromatic aberration, black and white balance, scattering, beautiful cinematic lighting, lumen reflections, post-production, high fashion, tone mapping, shaders, diffraction grading 3d, octane render, detailed, hyperrealistic, dynamic lighting, cinematic lighting, 8k --stylize 250.0 --aspect 16:10 --v 5.1  - Remaster by  (Open on website for full quality)        yeongae     False\n",
       "4274733  936929561302675456  Midjourney Bot#9282 2023-05-09 22:34:00                                                                                                                                                                                                                             **moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750** - Image #1 @Pedro Roscoe   https://cdn.discordapp.com/attachments/995431274267279440/1105503160816107592/Pedro_Roscoe_moody_colors_in_a_Robot_Character_in_a_futuristic__598c0904-da26-4235-b34b-bcb29666d551.png       NaN                                                                                                                                                                                     moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750                                 - Image #1  Roscoe          Pedro      True\n",
       "4274734  936929561302675456  Midjourney Bot#9282 2023-05-09 22:34:00                                                                                                                                                                                                                             **moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750** - Image #2 @Pedro Roscoe   https://cdn.discordapp.com/attachments/995431274267279440/1105503165052362772/Pedro_Roscoe_moody_colors_in_a_Robot_Character_in_a_futuristic__53643569-8186-4459-a3f9-663dbe2fbb46.png       NaN                                                                                                                                                                                     moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750                                 - Image #2  Roscoe          Pedro      True\n",
       "4274735  936929561302675456  Midjourney Bot#9282 2023-05-09 22:34:00                                                                                                                                                                                                                             **moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750** - Image #3 @Pedro Roscoe   https://cdn.discordapp.com/attachments/995431274267279440/1105503171171864648/Pedro_Roscoe_moody_colors_in_a_Robot_Character_in_a_futuristic__55afc406-c828-40bf-8891-375255ec60fa.png       NaN                                                                                                                                                                                     moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750                                 - Image #3  Roscoe          Pedro      True\n",
       "\n",
       "[3476505 rows x 10 columns]"
      ]
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     "execution_count": 20,
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     "output_type": "execute_result"
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     "iopub.execute_input": "2023-05-18T11:30:12.880896Z",
     "iopub.status.busy": "2023-05-18T11:30:12.879908Z",
     "iopub.status.idle": "2023-05-18T11:30:23.602226Z",
     "shell.execute_reply": "2023-05-18T11:30:23.601174Z"
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    "papermill": {
     "duration": 10.744185,
     "end_time": "2023-05-18T11:30:23.606300",
     "exception": false,
     "start_time": "2023-05-18T11:30:12.862115",
     "status": "completed"
    },
    "tags": []
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       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
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       "\n",
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       "\n",
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>AuthorID</th>\n",
       "      <th>Author</th>\n",
       "      <th>Date</th>\n",
       "      <th>Content</th>\n",
       "      <th>Attachments</th>\n",
       "      <th>Reactions</th>\n",
       "      <th>prompt</th>\n",
       "      <th>prompt_additions</th>\n",
       "      <th>user_name</th>\n",
       "      <th>upscaled</th>\n",
       "      <th>version</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-04-20 00:00:00</td>\n",
       "      <td>**Pepe the frog dollar bills, jewels, gems, treasure, rich** - @pixeljunkie (fast)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/984632500875821066/1098276842357657600/pixeljunkie_Pepe_the_frog_dollar_bills_jewels_gems_treasure_ric_21631231-5b41-4d65-81fa-3322f903de67.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Pepe the frog dollar bills, jewels, gems, treasure, rich</td>\n",
       "      <td></td>\n",
       "      <td>pixeljunkie</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-04-20 00:00:00</td>\n",
       "      <td>**a left hand with a basketball cartoon logo** - @Jacobs Hq (fast)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/984632500875821066/1098276870430146703/Jacobs_Hq_a_left_hand_with_a_basketball_cartoon_logo_d763186d-d966-47d6-969d-dc8650f635f4.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a left hand with a basketball cartoon logo</td>\n",
       "      <td>-  Hq</td>\n",
       "      <td>Jacobs</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-04-20 00:00:00</td>\n",
       "      <td>**a path through a peaceful forest, a clear creek with white pebbles, is the beginning of the fall , the leaves star to turn orange and yellow, the sun shine beautiful in the blue sky, intricate details, concept art, Audrey Kawasaki, Naoto Hattori, Victo Ngai --ar 3:5 --chaos 50 --q 5 --niji 5** - Remix by @Momsuca (fast)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/984632500875821066/1098276981835042906/Momsuca_a_path_through_a_peaceful_forest_a_clear_creek_with_whi_f944933f-7cb6-48fe-9ea5-5c154bc27df0.png</td>\n",
       "      <td>✉️ (1)</td>\n",
       "      <td>a path through a peaceful forest, a clear creek with white pebbles, is the beginning of the fall , the leaves star to turn orange and yellow, the sun shine beautiful in the blue sky, intricate details, concept art, Audrey Kawasaki, Naoto Hattori, Victo Ngai --ar 3:5 --chaos 50 --q 5 --niji 5</td>\n",
       "      <td>- Remix by</td>\n",
       "      <td>Momsuca</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-04-20 00:00:00</td>\n",
       "      <td>**Pepe the frog surround by dollar bills** - @pixeljunkie (fast)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/984632500875821066/1098277071207288832/pixeljunkie_Pepe_the_frog_surround_by_dollar_bills_003e2191-98f1-46fc-be9c-cf2ced8b99e7.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Pepe the frog surround by dollar bills</td>\n",
       "      <td></td>\n",
       "      <td>pixeljunkie</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-04-20 00:01:00</td>\n",
       "      <td>**watercolor chesapeake bay retriever full body chewing on a bone** - Upscaled by @kyesdoescyber (relaxed)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/984632500875821066/1098277077016399932/kyesdoescyber_watercolor_chesapeake_bay_retriever_full_body_che_639fd0ab-f37a-4a22-804d-823d3b3c8ecc.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>watercolor chesapeake bay retriever full body chewing on a bone</td>\n",
       "      <td>- Upscaled by  (relaxed)</td>\n",
       "      <td>kyesdoescyber</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4274731</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-05-09 22:34:00</td>\n",
       "      <td>**Line sketch,Outline only,No shade,Coloring page for Kids,B&amp;W,No color,No background,Attractive young woman, DOG, anthropomorphic --v 5** - @creaboost (relaxed)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/995431274267279440/1105503144567394405/creaboost_Line_sketchOutline_onlyNo_shadeColoring_page_for_Kids_a7fe4194-4c3a-437e-8d90-103ce73cadc9.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Line sketch,Outline only,No shade,Coloring page for Kids,B&amp;W,No color,No background,Attractive young woman, DOG, anthropomorphic --v 5</td>\n",
       "      <td></td>\n",
       "      <td>creaboost</td>\n",
       "      <td>False</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4274732</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-05-09 22:34:00</td>\n",
       "      <td>**versailles gardens, Rococo, Extremely Beautiful men, full body pose,High Contrast, gold, platnium, emeralds, rubys, silk, citrine, extremely detailed, pearls, diamonds, peridot, russian blue, rockwell+razumov+van gogh style, Classic Oil paint, bows, velvet vogue, iridescent, holographic, full body pose, colorized, neon pastel color palette, photorealistic, highly detailed, looks like professional hdr photography in fashion magazine, editorial photography, global illumination, moody lighting, post-processing, glowing shadows, chromatic aberration, black and white balance, scattering, beautiful cinematic lighting, lumen reflections, post-production, high fashion, tone mapping, shaders, diffraction grading 3d, octane render, detailed, hyperrealistic, dynamic lighting, cinematic lighting, 8k --stylize 250.0 --aspect 16:10 --v 5.1** - Remaster by @yeongae (Open on website for full quality) (fast)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/995431274267279440/1105503158882549851/yeongae_versailles_gardens_Rococo_Extremely_Beautiful_men_full__2aea0a73-ad8e-43bf-ab39-e759ebd31910.webp</td>\n",
       "      <td>NaN</td>\n",
       "      <td>versailles gardens, Rococo, Extremely Beautiful men, full body pose,High Contrast, gold, platnium, emeralds, rubys, silk, citrine, extremely detailed, pearls, diamonds, peridot, russian blue, rockwell+razumov+van gogh style, Classic Oil paint, bows, velvet vogue, iridescent, holographic, full body pose, colorized, neon pastel color palette, photorealistic, highly detailed, looks like professional hdr photography in fashion magazine, editorial photography, global illumination, moody lighting, post-processing, glowing shadows, chromatic aberration, black and white balance, scattering, beautiful cinematic lighting, lumen reflections, post-production, high fashion, tone mapping, shaders, diffraction grading 3d, octane render, detailed, hyperrealistic, dynamic lighting, cinematic lighting, 8k --stylize 250.0 --aspect 16:10 --v 5.1</td>\n",
       "      <td>- Remaster by  (Open on website for full quality)</td>\n",
       "      <td>yeongae</td>\n",
       "      <td>False</td>\n",
       "      <td>5.1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4274733</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-05-09 22:34:00</td>\n",
       "      <td>**moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750** - Image #1 @Pedro Roscoe</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/995431274267279440/1105503160816107592/Pedro_Roscoe_moody_colors_in_a_Robot_Character_in_a_futuristic__598c0904-da26-4235-b34b-bcb29666d551.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750</td>\n",
       "      <td>- Image #1  Roscoe</td>\n",
       "      <td>Pedro</td>\n",
       "      <td>True</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4274734</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-05-09 22:34:00</td>\n",
       "      <td>**moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750** - Image #2 @Pedro Roscoe</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/995431274267279440/1105503165052362772/Pedro_Roscoe_moody_colors_in_a_Robot_Character_in_a_futuristic__53643569-8186-4459-a3f9-663dbe2fbb46.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750</td>\n",
       "      <td>- Image #2  Roscoe</td>\n",
       "      <td>Pedro</td>\n",
       "      <td>True</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4274735</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-05-09 22:34:00</td>\n",
       "      <td>**moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750** - Image #3 @Pedro Roscoe</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/995431274267279440/1105503171171864648/Pedro_Roscoe_moody_colors_in_a_Robot_Character_in_a_futuristic__55afc406-c828-40bf-8891-375255ec60fa.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750</td>\n",
       "      <td>- Image #3  Roscoe</td>\n",
       "      <td>Pedro</td>\n",
       "      <td>True</td>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>3476505 rows × 11 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                   AuthorID               Author                Date                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Content                                                                                                                                                                              Attachments Reactions                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 prompt                                   prompt_additions      user_name  upscaled version\n",
       "0        936929561302675456  Midjourney Bot#9282 2023-04-20 00:00:00                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          **Pepe the frog dollar bills, jewels, gems, treasure, rich** - @pixeljunkie (fast)   https://cdn.discordapp.com/attachments/984632500875821066/1098276842357657600/pixeljunkie_Pepe_the_frog_dollar_bills_jewels_gems_treasure_ric_21631231-5b41-4d65-81fa-3322f903de67.png       NaN                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Pepe the frog dollar bills, jewels, gems, treasure, rich                                                       pixeljunkie     False     NaN\n",
       "2        936929561302675456  Midjourney Bot#9282 2023-04-20 00:00:00                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          **a left hand with a basketball cartoon logo** - @Jacobs Hq (fast)              https://cdn.discordapp.com/attachments/984632500875821066/1098276870430146703/Jacobs_Hq_a_left_hand_with_a_basketball_cartoon_logo_d763186d-d966-47d6-969d-dc8650f635f4.png       NaN                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             a left hand with a basketball cartoon logo                                              -  Hq         Jacobs     False     NaN\n",
       "4        936929561302675456  Midjourney Bot#9282 2023-04-20 00:00:00                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         **a path through a peaceful forest, a clear creek with white pebbles, is the beginning of the fall , the leaves star to turn orange and yellow, the sun shine beautiful in the blue sky, intricate details, concept art, Audrey Kawasaki, Naoto Hattori, Victo Ngai --ar 3:5 --chaos 50 --q 5 --niji 5** - Remix by @Momsuca (fast)   https://cdn.discordapp.com/attachments/984632500875821066/1098276981835042906/Momsuca_a_path_through_a_peaceful_forest_a_clear_creek_with_whi_f944933f-7cb6-48fe-9ea5-5c154bc27df0.png    ✉️ (1)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   a path through a peaceful forest, a clear creek with white pebbles, is the beginning of the fall , the leaves star to turn orange and yellow, the sun shine beautiful in the blue sky, intricate details, concept art, Audrey Kawasaki, Naoto Hattori, Victo Ngai --ar 3:5 --chaos 50 --q 5 --niji 5                                         - Remix by        Momsuca     False     NaN\n",
       "8        936929561302675456  Midjourney Bot#9282 2023-04-20 00:00:00                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            **Pepe the frog surround by dollar bills** - @pixeljunkie (fast)                https://cdn.discordapp.com/attachments/984632500875821066/1098277071207288832/pixeljunkie_Pepe_the_frog_surround_by_dollar_bills_003e2191-98f1-46fc-be9c-cf2ced8b99e7.png       NaN                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Pepe the frog surround by dollar bills                                                       pixeljunkie     False     NaN\n",
       "9        936929561302675456  Midjourney Bot#9282 2023-04-20 00:01:00                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  **watercolor chesapeake bay retriever full body chewing on a bone** - Upscaled by @kyesdoescyber (relaxed)   https://cdn.discordapp.com/attachments/984632500875821066/1098277077016399932/kyesdoescyber_watercolor_chesapeake_bay_retriever_full_body_che_639fd0ab-f37a-4a22-804d-823d3b3c8ecc.png       NaN                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        watercolor chesapeake bay retriever full body chewing on a bone                           - Upscaled by  (relaxed)  kyesdoescyber      True     NaN\n",
       "...                     ...                  ...                 ...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         ...                                                                                                                                                                                      ...       ...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    ...                                                ...            ...       ...     ...\n",
       "4274731  936929561302675456  Midjourney Bot#9282 2023-05-09 22:34:00                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           **Line sketch,Outline only,No shade,Coloring page for Kids,B&W,No color,No background,Attractive young woman, DOG, anthropomorphic --v 5** - @creaboost (relaxed)   https://cdn.discordapp.com/attachments/995431274267279440/1105503144567394405/creaboost_Line_sketchOutline_onlyNo_shadeColoring_page_for_Kids_a7fe4194-4c3a-437e-8d90-103ce73cadc9.png       NaN                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Line sketch,Outline only,No shade,Coloring page for Kids,B&W,No color,No background,Attractive young woman, DOG, anthropomorphic --v 5                                                         creaboost     False       5\n",
       "4274732  936929561302675456  Midjourney Bot#9282 2023-05-09 22:34:00  **versailles gardens, Rococo, Extremely Beautiful men, full body pose,High Contrast, gold, platnium, emeralds, rubys, silk, citrine, extremely detailed, pearls, diamonds, peridot, russian blue, rockwell+razumov+van gogh style, Classic Oil paint, bows, velvet vogue, iridescent, holographic, full body pose, colorized, neon pastel color palette, photorealistic, highly detailed, looks like professional hdr photography in fashion magazine, editorial photography, global illumination, moody lighting, post-processing, glowing shadows, chromatic aberration, black and white balance, scattering, beautiful cinematic lighting, lumen reflections, post-production, high fashion, tone mapping, shaders, diffraction grading 3d, octane render, detailed, hyperrealistic, dynamic lighting, cinematic lighting, 8k --stylize 250.0 --aspect 16:10 --v 5.1** - Remaster by @yeongae (Open on website for full quality) (fast)  https://cdn.discordapp.com/attachments/995431274267279440/1105503158882549851/yeongae_versailles_gardens_Rococo_Extremely_Beautiful_men_full__2aea0a73-ad8e-43bf-ab39-e759ebd31910.webp       NaN  versailles gardens, Rococo, Extremely Beautiful men, full body pose,High Contrast, gold, platnium, emeralds, rubys, silk, citrine, extremely detailed, pearls, diamonds, peridot, russian blue, rockwell+razumov+van gogh style, Classic Oil paint, bows, velvet vogue, iridescent, holographic, full body pose, colorized, neon pastel color palette, photorealistic, highly detailed, looks like professional hdr photography in fashion magazine, editorial photography, global illumination, moody lighting, post-processing, glowing shadows, chromatic aberration, black and white balance, scattering, beautiful cinematic lighting, lumen reflections, post-production, high fashion, tone mapping, shaders, diffraction grading 3d, octane render, detailed, hyperrealistic, dynamic lighting, cinematic lighting, 8k --stylize 250.0 --aspect 16:10 --v 5.1  - Remaster by  (Open on website for full quality)        yeongae     False     5.1\n",
       "4274733  936929561302675456  Midjourney Bot#9282 2023-05-09 22:34:00                                                                                                                                                                                                                             **moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750** - Image #1 @Pedro Roscoe   https://cdn.discordapp.com/attachments/995431274267279440/1105503160816107592/Pedro_Roscoe_moody_colors_in_a_Robot_Character_in_a_futuristic__598c0904-da26-4235-b34b-bcb29666d551.png       NaN                                                                                                                                                                                     moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750                                 - Image #1  Roscoe          Pedro      True       5\n",
       "4274734  936929561302675456  Midjourney Bot#9282 2023-05-09 22:34:00                                                                                                                                                                                                                             **moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750** - Image #2 @Pedro Roscoe   https://cdn.discordapp.com/attachments/995431274267279440/1105503165052362772/Pedro_Roscoe_moody_colors_in_a_Robot_Character_in_a_futuristic__53643569-8186-4459-a3f9-663dbe2fbb46.png       NaN                                                                                                                                                                                     moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750                                 - Image #2  Roscoe          Pedro      True       5\n",
       "4274735  936929561302675456  Midjourney Bot#9282 2023-05-09 22:34:00                                                                                                                                                                                                                             **moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750** - Image #3 @Pedro Roscoe   https://cdn.discordapp.com/attachments/995431274267279440/1105503171171864648/Pedro_Roscoe_moody_colors_in_a_Robot_Character_in_a_futuristic__55afc406-c828-40bf-8891-375255ec60fa.png       NaN                                                                                                                                                                                     moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750                                 - Image #3  Roscoe          Pedro      True       5\n",
       "\n",
       "[3476505 rows x 11 columns]"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#adding version numbers\n",
    "# Define the pattern to match\n",
    "version_pattern = r'--v (\\d+(\\.\\d+)?)'\n",
    "\n",
    "# Extract the version numbers from the 'prompt' column and create a new 'version' column\n",
    "combined_df['version'] = combined_df['prompt'].str.extract(version_pattern, flags=re.IGNORECASE, expand=True)[0]\n",
    "\n",
    "combined_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "3e65f788",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-05-18T11:30:23.641033Z",
     "iopub.status.busy": "2023-05-18T11:30:23.640591Z",
     "iopub.status.idle": "2023-05-18T11:30:32.323862Z",
     "shell.execute_reply": "2023-05-18T11:30:32.322626Z"
    },
    "papermill": {
     "duration": 8.703955,
     "end_time": "2023-05-18T11:30:32.326588",
     "exception": false,
     "start_time": "2023-05-18T11:30:23.622633",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
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       "      <th>0</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-04-20 00:00:00</td>\n",
       "      <td>**Pepe the frog dollar bills, jewels, gems, treasure, rich** - @pixeljunkie (fast)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/984632500875821066/1098276842357657600/pixeljunkie_Pepe_the_frog_dollar_bills_jewels_gems_treasure_ric_21631231-5b41-4d65-81fa-3322f903de67.png</td>\n",
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       "    <tr>\n",
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       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-04-20 00:00:00</td>\n",
       "      <td>**a left hand with a basketball cartoon logo** - @Jacobs Hq (fast)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/984632500875821066/1098276870430146703/Jacobs_Hq_a_left_hand_with_a_basketball_cartoon_logo_d763186d-d966-47d6-969d-dc8650f635f4.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a left hand with a basketball cartoon logo</td>\n",
       "      <td>-  Hq</td>\n",
       "      <td>Jacobs</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "    <tr>\n",
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       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-04-20 00:00:00</td>\n",
       "      <td>**a path through a peaceful forest, a clear creek with white pebbles, is the beginning of the fall , the leaves star to turn orange and yellow, the sun shine beautiful in the blue sky, intricate details, concept art, Audrey Kawasaki, Naoto Hattori, Victo Ngai --ar 3:5 --chaos 50 --q 5 --niji 5** - Remix by @Momsuca (fast)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/984632500875821066/1098276981835042906/Momsuca_a_path_through_a_peaceful_forest_a_clear_creek_with_whi_f944933f-7cb6-48fe-9ea5-5c154bc27df0.png</td>\n",
       "      <td>✉️ (1)</td>\n",
       "      <td>a path through a peaceful forest, a clear creek with white pebbles, is the beginning of the fall , the leaves star to turn orange and yellow, the sun shine beautiful in the blue sky, intricate details, concept art, Audrey Kawasaki, Naoto Hattori, Victo Ngai --ar 3:5 --chaos 50 --q 5 --niji 5</td>\n",
       "      <td>- Remix by</td>\n",
       "      <td>Momsuca</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3:5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-04-20 00:00:00</td>\n",
       "      <td>**Pepe the frog surround by dollar bills** - @pixeljunkie (fast)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/984632500875821066/1098277071207288832/pixeljunkie_Pepe_the_frog_surround_by_dollar_bills_003e2191-98f1-46fc-be9c-cf2ced8b99e7.png</td>\n",
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       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-04-20 00:01:00</td>\n",
       "      <td>**watercolor chesapeake bay retriever full body chewing on a bone** - Upscaled by @kyesdoescyber (relaxed)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/984632500875821066/1098277077016399932/kyesdoescyber_watercolor_chesapeake_bay_retriever_full_body_che_639fd0ab-f37a-4a22-804d-823d3b3c8ecc.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>watercolor chesapeake bay retriever full body chewing on a bone</td>\n",
       "      <td>- Upscaled by  (relaxed)</td>\n",
       "      <td>kyesdoescyber</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "    <tr>\n",
       "      <th>4274731</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-05-09 22:34:00</td>\n",
       "      <td>**Line sketch,Outline only,No shade,Coloring page for Kids,B&amp;W,No color,No background,Attractive young woman, DOG, anthropomorphic --v 5** - @creaboost (relaxed)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/995431274267279440/1105503144567394405/creaboost_Line_sketchOutline_onlyNo_shadeColoring_page_for_Kids_a7fe4194-4c3a-437e-8d90-103ce73cadc9.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Line sketch,Outline only,No shade,Coloring page for Kids,B&amp;W,No color,No background,Attractive young woman, DOG, anthropomorphic --v 5</td>\n",
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       "      <td>creaboost</td>\n",
       "      <td>False</td>\n",
       "      <td>5</td>\n",
       "      <td>NaN</td>\n",
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       "    <tr>\n",
       "      <th>4274732</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-05-09 22:34:00</td>\n",
       "      <td>**versailles gardens, Rococo, Extremely Beautiful men, full body pose,High Contrast, gold, platnium, emeralds, rubys, silk, citrine, extremely detailed, pearls, diamonds, peridot, russian blue, rockwell+razumov+van gogh style, Classic Oil paint, bows, velvet vogue, iridescent, holographic, full body pose, colorized, neon pastel color palette, photorealistic, highly detailed, looks like professional hdr photography in fashion magazine, editorial photography, global illumination, moody lighting, post-processing, glowing shadows, chromatic aberration, black and white balance, scattering, beautiful cinematic lighting, lumen reflections, post-production, high fashion, tone mapping, shaders, diffraction grading 3d, octane render, detailed, hyperrealistic, dynamic lighting, cinematic lighting, 8k --stylize 250.0 --aspect 16:10 --v 5.1** - Remaster by @yeongae (Open on website for full quality) (fast)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/995431274267279440/1105503158882549851/yeongae_versailles_gardens_Rococo_Extremely_Beautiful_men_full__2aea0a73-ad8e-43bf-ab39-e759ebd31910.webp</td>\n",
       "      <td>NaN</td>\n",
       "      <td>versailles gardens, Rococo, Extremely Beautiful men, full body pose,High Contrast, gold, platnium, emeralds, rubys, silk, citrine, extremely detailed, pearls, diamonds, peridot, russian blue, rockwell+razumov+van gogh style, Classic Oil paint, bows, velvet vogue, iridescent, holographic, full body pose, colorized, neon pastel color palette, photorealistic, highly detailed, looks like professional hdr photography in fashion magazine, editorial photography, global illumination, moody lighting, post-processing, glowing shadows, chromatic aberration, black and white balance, scattering, beautiful cinematic lighting, lumen reflections, post-production, high fashion, tone mapping, shaders, diffraction grading 3d, octane render, detailed, hyperrealistic, dynamic lighting, cinematic lighting, 8k --stylize 250.0 --aspect 16:10 --v 5.1</td>\n",
       "      <td>- Remaster by  (Open on website for full quality)</td>\n",
       "      <td>yeongae</td>\n",
       "      <td>False</td>\n",
       "      <td>5.1</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4274733</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-05-09 22:34:00</td>\n",
       "      <td>**moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750** - Image #1 @Pedro Roscoe</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/995431274267279440/1105503160816107592/Pedro_Roscoe_moody_colors_in_a_Robot_Character_in_a_futuristic__598c0904-da26-4235-b34b-bcb29666d551.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750</td>\n",
       "      <td>- Image #1  Roscoe</td>\n",
       "      <td>Pedro</td>\n",
       "      <td>True</td>\n",
       "      <td>5</td>\n",
       "      <td>20:25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4274734</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-05-09 22:34:00</td>\n",
       "      <td>**moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750** - Image #2 @Pedro Roscoe</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/995431274267279440/1105503165052362772/Pedro_Roscoe_moody_colors_in_a_Robot_Character_in_a_futuristic__53643569-8186-4459-a3f9-663dbe2fbb46.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750</td>\n",
       "      <td>- Image #2  Roscoe</td>\n",
       "      <td>Pedro</td>\n",
       "      <td>True</td>\n",
       "      <td>5</td>\n",
       "      <td>20:25</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4274735</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-05-09 22:34:00</td>\n",
       "      <td>**moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750** - Image #3 @Pedro Roscoe</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/995431274267279440/1105503171171864648/Pedro_Roscoe_moody_colors_in_a_Robot_Character_in_a_futuristic__55afc406-c828-40bf-8891-375255ec60fa.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750</td>\n",
       "      <td>- Image #3  Roscoe</td>\n",
       "      <td>Pedro</td>\n",
       "      <td>True</td>\n",
       "      <td>5</td>\n",
       "      <td>20:25</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>3476505 rows × 12 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                   AuthorID               Author                Date                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Content                                                                                                                                                                              Attachments Reactions                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 prompt                                   prompt_additions      user_name  upscaled version aspect\n",
       "0        936929561302675456  Midjourney Bot#9282 2023-04-20 00:00:00                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          **Pepe the frog dollar bills, jewels, gems, treasure, rich** - @pixeljunkie (fast)   https://cdn.discordapp.com/attachments/984632500875821066/1098276842357657600/pixeljunkie_Pepe_the_frog_dollar_bills_jewels_gems_treasure_ric_21631231-5b41-4d65-81fa-3322f903de67.png       NaN                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Pepe the frog dollar bills, jewels, gems, treasure, rich                                                       pixeljunkie     False     NaN    NaN\n",
       "2        936929561302675456  Midjourney Bot#9282 2023-04-20 00:00:00                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          **a left hand with a basketball cartoon logo** - @Jacobs Hq (fast)              https://cdn.discordapp.com/attachments/984632500875821066/1098276870430146703/Jacobs_Hq_a_left_hand_with_a_basketball_cartoon_logo_d763186d-d966-47d6-969d-dc8650f635f4.png       NaN                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             a left hand with a basketball cartoon logo                                              -  Hq         Jacobs     False     NaN    NaN\n",
       "4        936929561302675456  Midjourney Bot#9282 2023-04-20 00:00:00                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         **a path through a peaceful forest, a clear creek with white pebbles, is the beginning of the fall , the leaves star to turn orange and yellow, the sun shine beautiful in the blue sky, intricate details, concept art, Audrey Kawasaki, Naoto Hattori, Victo Ngai --ar 3:5 --chaos 50 --q 5 --niji 5** - Remix by @Momsuca (fast)   https://cdn.discordapp.com/attachments/984632500875821066/1098276981835042906/Momsuca_a_path_through_a_peaceful_forest_a_clear_creek_with_whi_f944933f-7cb6-48fe-9ea5-5c154bc27df0.png    ✉️ (1)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   a path through a peaceful forest, a clear creek with white pebbles, is the beginning of the fall , the leaves star to turn orange and yellow, the sun shine beautiful in the blue sky, intricate details, concept art, Audrey Kawasaki, Naoto Hattori, Victo Ngai --ar 3:5 --chaos 50 --q 5 --niji 5                                         - Remix by        Momsuca     False     NaN    3:5\n",
       "8        936929561302675456  Midjourney Bot#9282 2023-04-20 00:00:00                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            **Pepe the frog surround by dollar bills** - @pixeljunkie (fast)                https://cdn.discordapp.com/attachments/984632500875821066/1098277071207288832/pixeljunkie_Pepe_the_frog_surround_by_dollar_bills_003e2191-98f1-46fc-be9c-cf2ced8b99e7.png       NaN                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Pepe the frog surround by dollar bills                                                       pixeljunkie     False     NaN    NaN\n",
       "9        936929561302675456  Midjourney Bot#9282 2023-04-20 00:01:00                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  **watercolor chesapeake bay retriever full body chewing on a bone** - Upscaled by @kyesdoescyber (relaxed)   https://cdn.discordapp.com/attachments/984632500875821066/1098277077016399932/kyesdoescyber_watercolor_chesapeake_bay_retriever_full_body_che_639fd0ab-f37a-4a22-804d-823d3b3c8ecc.png       NaN                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        watercolor chesapeake bay retriever full body chewing on a bone                           - Upscaled by  (relaxed)  kyesdoescyber      True     NaN    NaN\n",
       "...                     ...                  ...                 ...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         ...                                                                                                                                                                                      ...       ...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    ...                                                ...            ...       ...     ...    ...\n",
       "4274731  936929561302675456  Midjourney Bot#9282 2023-05-09 22:34:00                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           **Line sketch,Outline only,No shade,Coloring page for Kids,B&W,No color,No background,Attractive young woman, DOG, anthropomorphic --v 5** - @creaboost (relaxed)   https://cdn.discordapp.com/attachments/995431274267279440/1105503144567394405/creaboost_Line_sketchOutline_onlyNo_shadeColoring_page_for_Kids_a7fe4194-4c3a-437e-8d90-103ce73cadc9.png       NaN                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Line sketch,Outline only,No shade,Coloring page for Kids,B&W,No color,No background,Attractive young woman, DOG, anthropomorphic --v 5                                                         creaboost     False       5    NaN\n",
       "4274732  936929561302675456  Midjourney Bot#9282 2023-05-09 22:34:00  **versailles gardens, Rococo, Extremely Beautiful men, full body pose,High Contrast, gold, platnium, emeralds, rubys, silk, citrine, extremely detailed, pearls, diamonds, peridot, russian blue, rockwell+razumov+van gogh style, Classic Oil paint, bows, velvet vogue, iridescent, holographic, full body pose, colorized, neon pastel color palette, photorealistic, highly detailed, looks like professional hdr photography in fashion magazine, editorial photography, global illumination, moody lighting, post-processing, glowing shadows, chromatic aberration, black and white balance, scattering, beautiful cinematic lighting, lumen reflections, post-production, high fashion, tone mapping, shaders, diffraction grading 3d, octane render, detailed, hyperrealistic, dynamic lighting, cinematic lighting, 8k --stylize 250.0 --aspect 16:10 --v 5.1** - Remaster by @yeongae (Open on website for full quality) (fast)  https://cdn.discordapp.com/attachments/995431274267279440/1105503158882549851/yeongae_versailles_gardens_Rococo_Extremely_Beautiful_men_full__2aea0a73-ad8e-43bf-ab39-e759ebd31910.webp       NaN  versailles gardens, Rococo, Extremely Beautiful men, full body pose,High Contrast, gold, platnium, emeralds, rubys, silk, citrine, extremely detailed, pearls, diamonds, peridot, russian blue, rockwell+razumov+van gogh style, Classic Oil paint, bows, velvet vogue, iridescent, holographic, full body pose, colorized, neon pastel color palette, photorealistic, highly detailed, looks like professional hdr photography in fashion magazine, editorial photography, global illumination, moody lighting, post-processing, glowing shadows, chromatic aberration, black and white balance, scattering, beautiful cinematic lighting, lumen reflections, post-production, high fashion, tone mapping, shaders, diffraction grading 3d, octane render, detailed, hyperrealistic, dynamic lighting, cinematic lighting, 8k --stylize 250.0 --aspect 16:10 --v 5.1  - Remaster by  (Open on website for full quality)        yeongae     False     5.1    NaN\n",
       "4274733  936929561302675456  Midjourney Bot#9282 2023-05-09 22:34:00                                                                                                                                                                                                                             **moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750** - Image #1 @Pedro Roscoe   https://cdn.discordapp.com/attachments/995431274267279440/1105503160816107592/Pedro_Roscoe_moody_colors_in_a_Robot_Character_in_a_futuristic__598c0904-da26-4235-b34b-bcb29666d551.png       NaN                                                                                                                                                                                     moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750                                 - Image #1  Roscoe          Pedro      True       5  20:25\n",
       "4274734  936929561302675456  Midjourney Bot#9282 2023-05-09 22:34:00                                                                                                                                                                                                                             **moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750** - Image #2 @Pedro Roscoe   https://cdn.discordapp.com/attachments/995431274267279440/1105503165052362772/Pedro_Roscoe_moody_colors_in_a_Robot_Character_in_a_futuristic__53643569-8186-4459-a3f9-663dbe2fbb46.png       NaN                                                                                                                                                                                     moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750                                 - Image #2  Roscoe          Pedro      True       5  20:25\n",
       "4274735  936929561302675456  Midjourney Bot#9282 2023-05-09 22:34:00                                                                                                                                                                                                                             **moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750** - Image #3 @Pedro Roscoe   https://cdn.discordapp.com/attachments/995431274267279440/1105503171171864648/Pedro_Roscoe_moody_colors_in_a_Robot_Character_in_a_futuristic__55afc406-c828-40bf-8891-375255ec60fa.png       NaN                                                                                                                                                                                     moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750                                 - Image #3  Roscoe          Pedro      True       5  20:25\n",
       "\n",
       "[3476505 rows x 12 columns]"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#adding Aspect Ratio Numbers\n",
    "# Define the pattern to match\n",
    "aspect_pattern = r'--ar (\\d+:\\d+)'\n",
    "\n",
    "# Extract the matched aspect ratios into a new column called 'aspect'\n",
    "combined_df['aspect'] = combined_df['prompt'].str.extract(aspect_pattern, flags=re.IGNORECASE)\n",
    "\n",
    "# Replace missing values with np.nan\n",
    "combined_df['aspect'] = combined_df['aspect'].replace('', np.nan)\n",
    "\n",
    "combined_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "01124b9c",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-05-18T11:30:32.362856Z",
     "iopub.status.busy": "2023-05-18T11:30:32.362447Z",
     "iopub.status.idle": "2023-05-18T11:30:40.540144Z",
     "shell.execute_reply": "2023-05-18T11:30:40.538835Z"
    },
    "papermill": {
     "duration": 8.199709,
     "end_time": "2023-05-18T11:30:40.543431",
     "exception": false,
     "start_time": "2023-05-18T11:30:32.343722",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
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       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
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       "      <td>**Pepe the frog dollar bills, jewels, gems, treasure, rich** - @pixeljunkie (fast)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/984632500875821066/1098276842357657600/pixeljunkie_Pepe_the_frog_dollar_bills_jewels_gems_treasure_ric_21631231-5b41-4d65-81fa-3322f903de67.png</td>\n",
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       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-04-20 00:00:00</td>\n",
       "      <td>**a left hand with a basketball cartoon logo** - @Jacobs Hq (fast)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/984632500875821066/1098276870430146703/Jacobs_Hq_a_left_hand_with_a_basketball_cartoon_logo_d763186d-d966-47d6-969d-dc8650f635f4.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a left hand with a basketball cartoon logo</td>\n",
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       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-04-20 00:00:00</td>\n",
       "      <td>**a path through a peaceful forest, a clear creek with white pebbles, is the beginning of the fall , the leaves star to turn orange and yellow, the sun shine beautiful in the blue sky, intricate details, concept art, Audrey Kawasaki, Naoto Hattori, Victo Ngai --ar 3:5 --chaos 50 --q 5 --niji 5** - Remix by @Momsuca (fast)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/984632500875821066/1098276981835042906/Momsuca_a_path_through_a_peaceful_forest_a_clear_creek_with_whi_f944933f-7cb6-48fe-9ea5-5c154bc27df0.png</td>\n",
       "      <td>✉️ (1)</td>\n",
       "      <td>a path through a peaceful forest, a clear creek with white pebbles, is the beginning of the fall , the leaves star to turn orange and yellow, the sun shine beautiful in the blue sky, intricate details, concept art, Audrey Kawasaki, Naoto Hattori, Victo Ngai --ar 3:5 --chaos 50 --q 5 --niji 5</td>\n",
       "      <td>- Remix by</td>\n",
       "      <td>Momsuca</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3:5</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-04-20 00:00:00</td>\n",
       "      <td>**Pepe the frog surround by dollar bills** - @pixeljunkie (fast)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/984632500875821066/1098277071207288832/pixeljunkie_Pepe_the_frog_surround_by_dollar_bills_003e2191-98f1-46fc-be9c-cf2ced8b99e7.png</td>\n",
       "      <td>NaN</td>\n",
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       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-04-20 00:01:00</td>\n",
       "      <td>**watercolor chesapeake bay retriever full body chewing on a bone** - Upscaled by @kyesdoescyber (relaxed)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/984632500875821066/1098277077016399932/kyesdoescyber_watercolor_chesapeake_bay_retriever_full_body_che_639fd0ab-f37a-4a22-804d-823d3b3c8ecc.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>watercolor chesapeake bay retriever full body chewing on a bone</td>\n",
       "      <td>- Upscaled by  (relaxed)</td>\n",
       "      <td>kyesdoescyber</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
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       "      <th>4274731</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-05-09 22:34:00</td>\n",
       "      <td>**Line sketch,Outline only,No shade,Coloring page for Kids,B&amp;W,No color,No background,Attractive young woman, DOG, anthropomorphic --v 5** - @creaboost (relaxed)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/995431274267279440/1105503144567394405/creaboost_Line_sketchOutline_onlyNo_shadeColoring_page_for_Kids_a7fe4194-4c3a-437e-8d90-103ce73cadc9.png</td>\n",
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       "      <td></td>\n",
       "      <td>creaboost</td>\n",
       "      <td>False</td>\n",
       "      <td>5</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4274732</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-05-09 22:34:00</td>\n",
       "      <td>**versailles gardens, Rococo, Extremely Beautiful men, full body pose,High Contrast, gold, platnium, emeralds, rubys, silk, citrine, extremely detailed, pearls, diamonds, peridot, russian blue, rockwell+razumov+van gogh style, Classic Oil paint, bows, velvet vogue, iridescent, holographic, full body pose, colorized, neon pastel color palette, photorealistic, highly detailed, looks like professional hdr photography in fashion magazine, editorial photography, global illumination, moody lighting, post-processing, glowing shadows, chromatic aberration, black and white balance, scattering, beautiful cinematic lighting, lumen reflections, post-production, high fashion, tone mapping, shaders, diffraction grading 3d, octane render, detailed, hyperrealistic, dynamic lighting, cinematic lighting, 8k --stylize 250.0 --aspect 16:10 --v 5.1** - Remaster by @yeongae (Open on website for full quality) (fast)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/995431274267279440/1105503158882549851/yeongae_versailles_gardens_Rococo_Extremely_Beautiful_men_full__2aea0a73-ad8e-43bf-ab39-e759ebd31910.webp</td>\n",
       "      <td>NaN</td>\n",
       "      <td>versailles gardens, Rococo, Extremely Beautiful men, full body pose,High Contrast, gold, platnium, emeralds, rubys, silk, citrine, extremely detailed, pearls, diamonds, peridot, russian blue, rockwell+razumov+van gogh style, Classic Oil paint, bows, velvet vogue, iridescent, holographic, full body pose, colorized, neon pastel color palette, photorealistic, highly detailed, looks like professional hdr photography in fashion magazine, editorial photography, global illumination, moody lighting, post-processing, glowing shadows, chromatic aberration, black and white balance, scattering, beautiful cinematic lighting, lumen reflections, post-production, high fashion, tone mapping, shaders, diffraction grading 3d, octane render, detailed, hyperrealistic, dynamic lighting, cinematic lighting, 8k --stylize 250.0 --aspect 16:10 --v 5.1</td>\n",
       "      <td>- Remaster by  (Open on website for full quality)</td>\n",
       "      <td>yeongae</td>\n",
       "      <td>False</td>\n",
       "      <td>5.1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4274733</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-05-09 22:34:00</td>\n",
       "      <td>**moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750** - Image #1 @Pedro Roscoe</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/995431274267279440/1105503160816107592/Pedro_Roscoe_moody_colors_in_a_Robot_Character_in_a_futuristic__598c0904-da26-4235-b34b-bcb29666d551.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750</td>\n",
       "      <td>- Image #1  Roscoe</td>\n",
       "      <td>Pedro</td>\n",
       "      <td>True</td>\n",
       "      <td>5</td>\n",
       "      <td>20:25</td>\n",
       "      <td>750</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4274734</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-05-09 22:34:00</td>\n",
       "      <td>**moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750** - Image #2 @Pedro Roscoe</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/995431274267279440/1105503165052362772/Pedro_Roscoe_moody_colors_in_a_Robot_Character_in_a_futuristic__53643569-8186-4459-a3f9-663dbe2fbb46.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750</td>\n",
       "      <td>- Image #2  Roscoe</td>\n",
       "      <td>Pedro</td>\n",
       "      <td>True</td>\n",
       "      <td>5</td>\n",
       "      <td>20:25</td>\n",
       "      <td>750</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4274735</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-05-09 22:34:00</td>\n",
       "      <td>**moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750** - Image #3 @Pedro Roscoe</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/995431274267279440/1105503171171864648/Pedro_Roscoe_moody_colors_in_a_Robot_Character_in_a_futuristic__55afc406-c828-40bf-8891-375255ec60fa.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750</td>\n",
       "      <td>- Image #3  Roscoe</td>\n",
       "      <td>Pedro</td>\n",
       "      <td>True</td>\n",
       "      <td>5</td>\n",
       "      <td>20:25</td>\n",
       "      <td>750</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>3476505 rows × 13 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                   AuthorID               Author                Date                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Content                                                                                                                                                                              Attachments Reactions                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 prompt                                   prompt_additions      user_name  upscaled version aspect style_level\n",
       "0        936929561302675456  Midjourney Bot#9282 2023-04-20 00:00:00                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          **Pepe the frog dollar bills, jewels, gems, treasure, rich** - @pixeljunkie (fast)   https://cdn.discordapp.com/attachments/984632500875821066/1098276842357657600/pixeljunkie_Pepe_the_frog_dollar_bills_jewels_gems_treasure_ric_21631231-5b41-4d65-81fa-3322f903de67.png       NaN                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Pepe the frog dollar bills, jewels, gems, treasure, rich                                                       pixeljunkie     False     NaN    NaN         NaN\n",
       "2        936929561302675456  Midjourney Bot#9282 2023-04-20 00:00:00                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          **a left hand with a basketball cartoon logo** - @Jacobs Hq (fast)              https://cdn.discordapp.com/attachments/984632500875821066/1098276870430146703/Jacobs_Hq_a_left_hand_with_a_basketball_cartoon_logo_d763186d-d966-47d6-969d-dc8650f635f4.png       NaN                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             a left hand with a basketball cartoon logo                                              -  Hq         Jacobs     False     NaN    NaN         NaN\n",
       "4        936929561302675456  Midjourney Bot#9282 2023-04-20 00:00:00                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         **a path through a peaceful forest, a clear creek with white pebbles, is the beginning of the fall , the leaves star to turn orange and yellow, the sun shine beautiful in the blue sky, intricate details, concept art, Audrey Kawasaki, Naoto Hattori, Victo Ngai --ar 3:5 --chaos 50 --q 5 --niji 5** - Remix by @Momsuca (fast)   https://cdn.discordapp.com/attachments/984632500875821066/1098276981835042906/Momsuca_a_path_through_a_peaceful_forest_a_clear_creek_with_whi_f944933f-7cb6-48fe-9ea5-5c154bc27df0.png    ✉️ (1)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   a path through a peaceful forest, a clear creek with white pebbles, is the beginning of the fall , the leaves star to turn orange and yellow, the sun shine beautiful in the blue sky, intricate details, concept art, Audrey Kawasaki, Naoto Hattori, Victo Ngai --ar 3:5 --chaos 50 --q 5 --niji 5                                         - Remix by        Momsuca     False     NaN    3:5         NaN\n",
       "8        936929561302675456  Midjourney Bot#9282 2023-04-20 00:00:00                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            **Pepe the frog surround by dollar bills** - @pixeljunkie (fast)                https://cdn.discordapp.com/attachments/984632500875821066/1098277071207288832/pixeljunkie_Pepe_the_frog_surround_by_dollar_bills_003e2191-98f1-46fc-be9c-cf2ced8b99e7.png       NaN                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Pepe the frog surround by dollar bills                                                       pixeljunkie     False     NaN    NaN         NaN\n",
       "9        936929561302675456  Midjourney Bot#9282 2023-04-20 00:01:00                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  **watercolor chesapeake bay retriever full body chewing on a bone** - Upscaled by @kyesdoescyber (relaxed)   https://cdn.discordapp.com/attachments/984632500875821066/1098277077016399932/kyesdoescyber_watercolor_chesapeake_bay_retriever_full_body_che_639fd0ab-f37a-4a22-804d-823d3b3c8ecc.png       NaN                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        watercolor chesapeake bay retriever full body chewing on a bone                           - Upscaled by  (relaxed)  kyesdoescyber      True     NaN    NaN         NaN\n",
       "...                     ...                  ...                 ...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         ...                                                                                                                                                                                      ...       ...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    ...                                                ...            ...       ...     ...    ...         ...\n",
       "4274731  936929561302675456  Midjourney Bot#9282 2023-05-09 22:34:00                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           **Line sketch,Outline only,No shade,Coloring page for Kids,B&W,No color,No background,Attractive young woman, DOG, anthropomorphic --v 5** - @creaboost (relaxed)   https://cdn.discordapp.com/attachments/995431274267279440/1105503144567394405/creaboost_Line_sketchOutline_onlyNo_shadeColoring_page_for_Kids_a7fe4194-4c3a-437e-8d90-103ce73cadc9.png       NaN                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Line sketch,Outline only,No shade,Coloring page for Kids,B&W,No color,No background,Attractive young woman, DOG, anthropomorphic --v 5                                                         creaboost     False       5    NaN         NaN\n",
       "4274732  936929561302675456  Midjourney Bot#9282 2023-05-09 22:34:00  **versailles gardens, Rococo, Extremely Beautiful men, full body pose,High Contrast, gold, platnium, emeralds, rubys, silk, citrine, extremely detailed, pearls, diamonds, peridot, russian blue, rockwell+razumov+van gogh style, Classic Oil paint, bows, velvet vogue, iridescent, holographic, full body pose, colorized, neon pastel color palette, photorealistic, highly detailed, looks like professional hdr photography in fashion magazine, editorial photography, global illumination, moody lighting, post-processing, glowing shadows, chromatic aberration, black and white balance, scattering, beautiful cinematic lighting, lumen reflections, post-production, high fashion, tone mapping, shaders, diffraction grading 3d, octane render, detailed, hyperrealistic, dynamic lighting, cinematic lighting, 8k --stylize 250.0 --aspect 16:10 --v 5.1** - Remaster by @yeongae (Open on website for full quality) (fast)  https://cdn.discordapp.com/attachments/995431274267279440/1105503158882549851/yeongae_versailles_gardens_Rococo_Extremely_Beautiful_men_full__2aea0a73-ad8e-43bf-ab39-e759ebd31910.webp       NaN  versailles gardens, Rococo, Extremely Beautiful men, full body pose,High Contrast, gold, platnium, emeralds, rubys, silk, citrine, extremely detailed, pearls, diamonds, peridot, russian blue, rockwell+razumov+van gogh style, Classic Oil paint, bows, velvet vogue, iridescent, holographic, full body pose, colorized, neon pastel color palette, photorealistic, highly detailed, looks like professional hdr photography in fashion magazine, editorial photography, global illumination, moody lighting, post-processing, glowing shadows, chromatic aberration, black and white balance, scattering, beautiful cinematic lighting, lumen reflections, post-production, high fashion, tone mapping, shaders, diffraction grading 3d, octane render, detailed, hyperrealistic, dynamic lighting, cinematic lighting, 8k --stylize 250.0 --aspect 16:10 --v 5.1  - Remaster by  (Open on website for full quality)        yeongae     False     5.1    NaN         NaN\n",
       "4274733  936929561302675456  Midjourney Bot#9282 2023-05-09 22:34:00                                                                                                                                                                                                                             **moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750** - Image #1 @Pedro Roscoe   https://cdn.discordapp.com/attachments/995431274267279440/1105503160816107592/Pedro_Roscoe_moody_colors_in_a_Robot_Character_in_a_futuristic__598c0904-da26-4235-b34b-bcb29666d551.png       NaN                                                                                                                                                                                     moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750                                 - Image #1  Roscoe          Pedro      True       5  20:25         750\n",
       "4274734  936929561302675456  Midjourney Bot#9282 2023-05-09 22:34:00                                                                                                                                                                                                                             **moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750** - Image #2 @Pedro Roscoe   https://cdn.discordapp.com/attachments/995431274267279440/1105503165052362772/Pedro_Roscoe_moody_colors_in_a_Robot_Character_in_a_futuristic__53643569-8186-4459-a3f9-663dbe2fbb46.png       NaN                                                                                                                                                                                     moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750                                 - Image #2  Roscoe          Pedro      True       5  20:25         750\n",
       "4274735  936929561302675456  Midjourney Bot#9282 2023-05-09 22:34:00                                                                                                                                                                                                                             **moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750** - Image #3 @Pedro Roscoe   https://cdn.discordapp.com/attachments/995431274267279440/1105503171171864648/Pedro_Roscoe_moody_colors_in_a_Robot_Character_in_a_futuristic__55afc406-c828-40bf-8891-375255ec60fa.png       NaN                                                                                                                                                                                     moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750                                 - Image #3  Roscoe          Pedro      True       5  20:25         750\n",
       "\n",
       "[3476505 rows x 13 columns]"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#adding stylization values\n",
    "# Define the pattern to match\n",
    "aspect_pattern = r'--s (\\d+)'\n",
    "\n",
    "# Extract the matched aspect ratios into a new column called 'aspect'\n",
    "combined_df['style_level'] = combined_df['prompt'].str.extract(aspect_pattern, flags=re.IGNORECASE)\n",
    "\n",
    "# Replace missing values with np.nan\n",
    "combined_df['style_level'] = combined_df['style_level'].replace('', np.nan)\n",
    "\n",
    "combined_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "92c727c8",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-05-18T11:30:40.583591Z",
     "iopub.status.busy": "2023-05-18T11:30:40.583124Z",
     "iopub.status.idle": "2023-05-18T11:30:43.228721Z",
     "shell.execute_reply": "2023-05-18T11:30:43.227594Z"
    },
    "papermill": {
     "duration": 2.66885,
     "end_time": "2023-05-18T11:30:43.231111",
     "exception": false,
     "start_time": "2023-05-18T11:30:40.562261",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "5      603054\n",
       "5.1     89296\n",
       "4       30242\n",
       "3         882\n",
       "1         271\n",
       "５         199\n",
       "2         155\n",
       "45          6\n",
       "5.2         4\n",
       "6           1\n",
       "Name: version, dtype: int64"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Get the rows where the 'upscaled' column has a value of 'true'\n",
    "upscaled_true = combined_df[combined_df['upscaled'] == True]\n",
    "\n",
    "# Find unique values of the 'version' column and their counts of occurrence\n",
    "unique_versions_counts = upscaled_true['version'].value_counts()\n",
    "\n",
    "# Sort the unique values by their count in descending order\n",
    "sorted_unique_versions_counts = unique_versions_counts.sort_values(ascending=False)\n",
    "\n",
    "# Display the sorted unique values of the 'version' column with their counts\n",
    "sorted_unique_versions_counts"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "802ca711",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-05-18T11:30:43.269102Z",
     "iopub.status.busy": "2023-05-18T11:30:43.268700Z",
     "iopub.status.idle": "2023-05-18T11:31:32.971117Z",
     "shell.execute_reply": "2023-05-18T11:31:32.969837Z"
    },
    "papermill": {
     "duration": 49.745671,
     "end_time": "2023-05-18T11:31:32.994748",
     "exception": false,
     "start_time": "2023-05-18T11:30:43.249077",
     "status": "completed"
    },
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       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-04-20 00:00:00</td>\n",
       "      <td>**Pepe the frog dollar bills, jewels, gems, treasure, rich** - @pixeljunkie (fast)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/984632500875821066/1098276842357657600/pixeljunkie_Pepe_the_frog_dollar_bills_jewels_gems_treasure_ric_21631231-5b41-4d65-81fa-3322f903de67.png</td>\n",
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       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-04-20 00:00:00</td>\n",
       "      <td>**a left hand with a basketball cartoon logo** - @Jacobs Hq (fast)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/984632500875821066/1098276870430146703/Jacobs_Hq_a_left_hand_with_a_basketball_cartoon_logo_d763186d-d966-47d6-969d-dc8650f635f4.png</td>\n",
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       "      <td>a left hand with a basketball cartoon logo</td>\n",
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       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
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       "      <td>**a path through a peaceful forest, a clear creek with white pebbles, is the beginning of the fall , the leaves star to turn orange and yellow, the sun shine beautiful in the blue sky, intricate details, concept art, Audrey Kawasaki, Naoto Hattori, Victo Ngai --ar 3:5 --chaos 50 --q 5 --niji 5** - Remix by @Momsuca (fast)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/984632500875821066/1098276981835042906/Momsuca_a_path_through_a_peaceful_forest_a_clear_creek_with_whi_f944933f-7cb6-48fe-9ea5-5c154bc27df0.png</td>\n",
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       "      <td>a path through a peaceful forest, a clear creek with white pebbles, is the beginning of the fall , the leaves star to turn orange and yellow, the sun shine beautiful in the blue sky, intricate details, concept art, Audrey Kawasaki, Naoto Hattori, Victo Ngai --ar 3:5 --chaos 50 --q 5 --niji 5</td>\n",
       "      <td>- Remix by</td>\n",
       "      <td>Momsuca</td>\n",
       "      <td>False</td>\n",
       "      <td>NaN</td>\n",
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       "      <td>a path through a peaceful forest, a clear creek with white pebbles, is the beginning of the fall , the leaves star to turn orange and yellow, the sun shine beautiful in the blue sky, intricate details, concept art, Audrey Kawasaki, Naoto Hattori, Victo Ngai</td>\n",
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       "      <th>8</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-04-20 00:00:00</td>\n",
       "      <td>**Pepe the frog surround by dollar bills** - @pixeljunkie (fast)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/984632500875821066/1098277071207288832/pixeljunkie_Pepe_the_frog_surround_by_dollar_bills_003e2191-98f1-46fc-be9c-cf2ced8b99e7.png</td>\n",
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       "      <th>9</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-04-20 00:01:00</td>\n",
       "      <td>**watercolor chesapeake bay retriever full body chewing on a bone** - Upscaled by @kyesdoescyber (relaxed)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/984632500875821066/1098277077016399932/kyesdoescyber_watercolor_chesapeake_bay_retriever_full_body_che_639fd0ab-f37a-4a22-804d-823d3b3c8ecc.png</td>\n",
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       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-05-09 22:34:00</td>\n",
       "      <td>**Line sketch,Outline only,No shade,Coloring page for Kids,B&amp;W,No color,No background,Attractive young woman, DOG, anthropomorphic --v 5** - @creaboost (relaxed)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/995431274267279440/1105503144567394405/creaboost_Line_sketchOutline_onlyNo_shadeColoring_page_for_Kids_a7fe4194-4c3a-437e-8d90-103ce73cadc9.png</td>\n",
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       "      <td>creaboost</td>\n",
       "      <td>False</td>\n",
       "      <td>5</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Line sketch,Outline only,No shade,Coloring page for Kids,BW,No color,No background,Attractive young woman, DOG, anthropomorphic</td>\n",
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       "    <tr>\n",
       "      <th>4274732</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-05-09 22:34:00</td>\n",
       "      <td>**versailles gardens, Rococo, Extremely Beautiful men, full body pose,High Contrast, gold, platnium, emeralds, rubys, silk, citrine, extremely detailed, pearls, diamonds, peridot, russian blue, rockwell+razumov+van gogh style, Classic Oil paint, bows, velvet vogue, iridescent, holographic, full body pose, colorized, neon pastel color palette, photorealistic, highly detailed, looks like professional hdr photography in fashion magazine, editorial photography, global illumination, moody lighting, post-processing, glowing shadows, chromatic aberration, black and white balance, scattering, beautiful cinematic lighting, lumen reflections, post-production, high fashion, tone mapping, shaders, diffraction grading 3d, octane render, detailed, hyperrealistic, dynamic lighting, cinematic lighting, 8k --stylize 250.0 --aspect 16:10 --v 5.1** - Remaster by @yeongae (Open on website for full quality) (fast)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/995431274267279440/1105503158882549851/yeongae_versailles_gardens_Rococo_Extremely_Beautiful_men_full__2aea0a73-ad8e-43bf-ab39-e759ebd31910.webp</td>\n",
       "      <td>NaN</td>\n",
       "      <td>versailles gardens, Rococo, Extremely Beautiful men, full body pose,High Contrast, gold, platnium, emeralds, rubys, silk, citrine, extremely detailed, pearls, diamonds, peridot, russian blue, rockwell+razumov+van gogh style, Classic Oil paint, bows, velvet vogue, iridescent, holographic, full body pose, colorized, neon pastel color palette, photorealistic, highly detailed, looks like professional hdr photography in fashion magazine, editorial photography, global illumination, moody lighting, post-processing, glowing shadows, chromatic aberration, black and white balance, scattering, beautiful cinematic lighting, lumen reflections, post-production, high fashion, tone mapping, shaders, diffraction grading 3d, octane render, detailed, hyperrealistic, dynamic lighting, cinematic lighting, 8k --stylize 250.0 --aspect 16:10 --v 5.1</td>\n",
       "      <td>- Remaster by  (Open on website for full quality)</td>\n",
       "      <td>yeongae</td>\n",
       "      <td>False</td>\n",
       "      <td>5.1</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>versailles gardens, Rococo, Extremely Beautiful men, full body pose,High Contrast, gold, platnium, emeralds, rubys, silk, citrine, extremely detailed, pearls, diamonds, peridot, russian blue, rockwellrazumovvan gogh style, Classic Oil paint, bows, velvet vogue, iridescent, holographic, full body pose, colorized, neon pastel color palette, photorealistic, highly detailed, looks like professional hdr photography in fashion magazine, editorial photography, global illumination, moody lighting, postprocessing, glowing shadows, chromatic aberration, black and white balance, scattering, beautiful cinematic lighting, lumen reflections, postproduction, high fashion, tone mapping, shaders, diffraction grading 3d, octane render, detailed, hyperrealistic, dynamic lighting, cinematic lighting, 8k</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4274733</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-05-09 22:34:00</td>\n",
       "      <td>**moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750** - Image #1 @Pedro Roscoe</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/995431274267279440/1105503160816107592/Pedro_Roscoe_moody_colors_in_a_Robot_Character_in_a_futuristic__598c0904-da26-4235-b34b-bcb29666d551.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750</td>\n",
       "      <td>- Image #1  Roscoe</td>\n",
       "      <td>Pedro</td>\n",
       "      <td>True</td>\n",
       "      <td>5</td>\n",
       "      <td>20:25</td>\n",
       "      <td>750</td>\n",
       "      <td>moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a hightech device on her wrist, and her piercing gaze implies that shes always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semirealistic. 32k, rtx on</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4274734</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-05-09 22:34:00</td>\n",
       "      <td>**moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750** - Image #2 @Pedro Roscoe</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/995431274267279440/1105503165052362772/Pedro_Roscoe_moody_colors_in_a_Robot_Character_in_a_futuristic__53643569-8186-4459-a3f9-663dbe2fbb46.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750</td>\n",
       "      <td>- Image #2  Roscoe</td>\n",
       "      <td>Pedro</td>\n",
       "      <td>True</td>\n",
       "      <td>5</td>\n",
       "      <td>20:25</td>\n",
       "      <td>750</td>\n",
       "      <td>moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a hightech device on her wrist, and her piercing gaze implies that shes always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semirealistic. 32k, rtx on</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4274735</th>\n",
       "      <td>936929561302675456</td>\n",
       "      <td>Midjourney Bot#9282</td>\n",
       "      <td>2023-05-09 22:34:00</td>\n",
       "      <td>**moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750** - Image #3 @Pedro Roscoe</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/995431274267279440/1105503171171864648/Pedro_Roscoe_moody_colors_in_a_Robot_Character_in_a_futuristic__55afc406-c828-40bf-8891-375255ec60fa.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750</td>\n",
       "      <td>- Image #3  Roscoe</td>\n",
       "      <td>Pedro</td>\n",
       "      <td>True</td>\n",
       "      <td>5</td>\n",
       "      <td>20:25</td>\n",
       "      <td>750</td>\n",
       "      <td>moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a hightech device on her wrist, and her piercing gaze implies that shes always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semirealistic. 32k, rtx on</td>\n",
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       "<p>3476505 rows × 14 columns</p>\n",
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       "                   AuthorID               Author                Date                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Content                                                                                                                                                                              Attachments Reactions                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 prompt                                   prompt_additions      user_name  upscaled version aspect style_level                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                clean_prompts\n",
       "0        936929561302675456  Midjourney Bot#9282 2023-04-20 00:00:00                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          **Pepe the frog dollar bills, jewels, gems, treasure, rich** - @pixeljunkie (fast)   https://cdn.discordapp.com/attachments/984632500875821066/1098276842357657600/pixeljunkie_Pepe_the_frog_dollar_bills_jewels_gems_treasure_ric_21631231-5b41-4d65-81fa-3322f903de67.png       NaN                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               Pepe the frog dollar bills, jewels, gems, treasure, rich                                                       pixeljunkie     False     NaN    NaN         NaN                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     Pepe the frog dollar bills, jewels, gems, treasure, rich\n",
       "2        936929561302675456  Midjourney Bot#9282 2023-04-20 00:00:00                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          **a left hand with a basketball cartoon logo** - @Jacobs Hq (fast)              https://cdn.discordapp.com/attachments/984632500875821066/1098276870430146703/Jacobs_Hq_a_left_hand_with_a_basketball_cartoon_logo_d763186d-d966-47d6-969d-dc8650f635f4.png       NaN                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             a left hand with a basketball cartoon logo                                              -  Hq         Jacobs     False     NaN    NaN         NaN                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   a left hand with a basketball cartoon logo\n",
       "4        936929561302675456  Midjourney Bot#9282 2023-04-20 00:00:00                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         **a path through a peaceful forest, a clear creek with white pebbles, is the beginning of the fall , the leaves star to turn orange and yellow, the sun shine beautiful in the blue sky, intricate details, concept art, Audrey Kawasaki, Naoto Hattori, Victo Ngai --ar 3:5 --chaos 50 --q 5 --niji 5** - Remix by @Momsuca (fast)   https://cdn.discordapp.com/attachments/984632500875821066/1098276981835042906/Momsuca_a_path_through_a_peaceful_forest_a_clear_creek_with_whi_f944933f-7cb6-48fe-9ea5-5c154bc27df0.png    ✉️ (1)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   a path through a peaceful forest, a clear creek with white pebbles, is the beginning of the fall , the leaves star to turn orange and yellow, the sun shine beautiful in the blue sky, intricate details, concept art, Audrey Kawasaki, Naoto Hattori, Victo Ngai --ar 3:5 --chaos 50 --q 5 --niji 5                                         - Remix by        Momsuca     False     NaN    3:5         NaN                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           a path through a peaceful forest, a clear creek with white pebbles, is the beginning of the fall , the leaves star to turn orange and yellow, the sun shine beautiful in the blue sky, intricate details, concept art, Audrey Kawasaki, Naoto Hattori, Victo Ngai \n",
       "8        936929561302675456  Midjourney Bot#9282 2023-04-20 00:00:00                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            **Pepe the frog surround by dollar bills** - @pixeljunkie (fast)                https://cdn.discordapp.com/attachments/984632500875821066/1098277071207288832/pixeljunkie_Pepe_the_frog_surround_by_dollar_bills_003e2191-98f1-46fc-be9c-cf2ced8b99e7.png       NaN                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Pepe the frog surround by dollar bills                                                       pixeljunkie     False     NaN    NaN         NaN                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       Pepe the frog surround by dollar bills\n",
       "9        936929561302675456  Midjourney Bot#9282 2023-04-20 00:01:00                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  **watercolor chesapeake bay retriever full body chewing on a bone** - Upscaled by @kyesdoescyber (relaxed)   https://cdn.discordapp.com/attachments/984632500875821066/1098277077016399932/kyesdoescyber_watercolor_chesapeake_bay_retriever_full_body_che_639fd0ab-f37a-4a22-804d-823d3b3c8ecc.png       NaN                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        watercolor chesapeake bay retriever full body chewing on a bone                           - Upscaled by  (relaxed)  kyesdoescyber      True     NaN    NaN         NaN                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              watercolor chesapeake bay retriever full body chewing on a bone\n",
       "...                     ...                  ...                 ...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         ...                                                                                                                                                                                      ...       ...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    ...                                                ...            ...       ...     ...    ...         ...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          ...\n",
       "4274731  936929561302675456  Midjourney Bot#9282 2023-05-09 22:34:00                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           **Line sketch,Outline only,No shade,Coloring page for Kids,B&W,No color,No background,Attractive young woman, DOG, anthropomorphic --v 5** - @creaboost (relaxed)   https://cdn.discordapp.com/attachments/995431274267279440/1105503144567394405/creaboost_Line_sketchOutline_onlyNo_shadeColoring_page_for_Kids_a7fe4194-4c3a-437e-8d90-103ce73cadc9.png       NaN                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 Line sketch,Outline only,No shade,Coloring page for Kids,B&W,No color,No background,Attractive young woman, DOG, anthropomorphic --v 5                                                         creaboost     False       5    NaN         NaN                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             Line sketch,Outline only,No shade,Coloring page for Kids,BW,No color,No background,Attractive young woman, DOG, anthropomorphic \n",
       "4274732  936929561302675456  Midjourney Bot#9282 2023-05-09 22:34:00  **versailles gardens, Rococo, Extremely Beautiful men, full body pose,High Contrast, gold, platnium, emeralds, rubys, silk, citrine, extremely detailed, pearls, diamonds, peridot, russian blue, rockwell+razumov+van gogh style, Classic Oil paint, bows, velvet vogue, iridescent, holographic, full body pose, colorized, neon pastel color palette, photorealistic, highly detailed, looks like professional hdr photography in fashion magazine, editorial photography, global illumination, moody lighting, post-processing, glowing shadows, chromatic aberration, black and white balance, scattering, beautiful cinematic lighting, lumen reflections, post-production, high fashion, tone mapping, shaders, diffraction grading 3d, octane render, detailed, hyperrealistic, dynamic lighting, cinematic lighting, 8k --stylize 250.0 --aspect 16:10 --v 5.1** - Remaster by @yeongae (Open on website for full quality) (fast)  https://cdn.discordapp.com/attachments/995431274267279440/1105503158882549851/yeongae_versailles_gardens_Rococo_Extremely_Beautiful_men_full__2aea0a73-ad8e-43bf-ab39-e759ebd31910.webp       NaN  versailles gardens, Rococo, Extremely Beautiful men, full body pose,High Contrast, gold, platnium, emeralds, rubys, silk, citrine, extremely detailed, pearls, diamonds, peridot, russian blue, rockwell+razumov+van gogh style, Classic Oil paint, bows, velvet vogue, iridescent, holographic, full body pose, colorized, neon pastel color palette, photorealistic, highly detailed, looks like professional hdr photography in fashion magazine, editorial photography, global illumination, moody lighting, post-processing, glowing shadows, chromatic aberration, black and white balance, scattering, beautiful cinematic lighting, lumen reflections, post-production, high fashion, tone mapping, shaders, diffraction grading 3d, octane render, detailed, hyperrealistic, dynamic lighting, cinematic lighting, 8k --stylize 250.0 --aspect 16:10 --v 5.1  - Remaster by  (Open on website for full quality)        yeongae     False     5.1    NaN         NaN  versailles gardens, Rococo, Extremely Beautiful men, full body pose,High Contrast, gold, platnium, emeralds, rubys, silk, citrine, extremely detailed, pearls, diamonds, peridot, russian blue, rockwellrazumovvan gogh style, Classic Oil paint, bows, velvet vogue, iridescent, holographic, full body pose, colorized, neon pastel color palette, photorealistic, highly detailed, looks like professional hdr photography in fashion magazine, editorial photography, global illumination, moody lighting, postprocessing, glowing shadows, chromatic aberration, black and white balance, scattering, beautiful cinematic lighting, lumen reflections, postproduction, high fashion, tone mapping, shaders, diffraction grading 3d, octane render, detailed, hyperrealistic, dynamic lighting, cinematic lighting, 8k \n",
       "4274733  936929561302675456  Midjourney Bot#9282 2023-05-09 22:34:00                                                                                                                                                                                                                             **moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750** - Image #1 @Pedro Roscoe   https://cdn.discordapp.com/attachments/995431274267279440/1105503160816107592/Pedro_Roscoe_moody_colors_in_a_Robot_Character_in_a_futuristic__598c0904-da26-4235-b34b-bcb29666d551.png       NaN                                                                                                                                                                                     moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750                                 - Image #1  Roscoe          Pedro      True       5  20:25         750                                                                                                                                                                                                                                                                            moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a hightech device on her wrist, and her piercing gaze implies that shes always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semirealistic. 32k, rtx on \n",
       "4274734  936929561302675456  Midjourney Bot#9282 2023-05-09 22:34:00                                                                                                                                                                                                                             **moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750** - Image #2 @Pedro Roscoe   https://cdn.discordapp.com/attachments/995431274267279440/1105503165052362772/Pedro_Roscoe_moody_colors_in_a_Robot_Character_in_a_futuristic__53643569-8186-4459-a3f9-663dbe2fbb46.png       NaN                                                                                                                                                                                     moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750                                 - Image #2  Roscoe          Pedro      True       5  20:25         750                                                                                                                                                                                                                                                                            moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a hightech device on her wrist, and her piercing gaze implies that shes always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semirealistic. 32k, rtx on \n",
       "4274735  936929561302675456  Midjourney Bot#9282 2023-05-09 22:34:00                                                                                                                                                                                                                             **moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750** - Image #3 @Pedro Roscoe   https://cdn.discordapp.com/attachments/995431274267279440/1105503171171864648/Pedro_Roscoe_moody_colors_in_a_Robot_Character_in_a_futuristic__55afc406-c828-40bf-8891-375255ec60fa.png       NaN                                                                                                                                                                                     moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750                                 - Image #3  Roscoe          Pedro      True       5  20:25         750                                                                                                                                                                                                                                                                            moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a hightech device on her wrist, and her piercing gaze implies that shes always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semirealistic. 32k, rtx on \n",
       "\n",
       "[3476505 rows x 14 columns]"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Add a new column called 'clean_prompts'\n",
    "combined_df['clean_prompts'] = combined_df['prompt']\n",
    "\n",
    "# Look for the first occurrence of the '--' pattern and remove everything after it\n",
    "combined_df['clean_prompts'] = combined_df['clean_prompts'].apply(lambda x: re.split(r'--', str(x), 1)[0])\n",
    "\n",
    "# Remove any weird characters except usual punctuation signs\n",
    "weird_characters_pattern = r'[^\\w\\s.,?]'\n",
    "combined_df['clean_prompts'] = combined_df['clean_prompts'].apply(lambda x: re.sub(weird_characters_pattern, '', str(x)))\n",
    "\n",
    "combined_df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "134171ae",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-05-18T11:31:33.036553Z",
     "iopub.status.busy": "2023-05-18T11:31:33.035863Z",
     "iopub.status.idle": "2023-05-18T11:31:36.655319Z",
     "shell.execute_reply": "2023-05-18T11:31:36.653797Z"
    },
    "papermill": {
     "duration": 3.644032,
     "end_time": "2023-05-18T11:31:36.658353",
     "exception": false,
     "start_time": "2023-05-18T11:31:33.014321",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "# Create a new DataFrame called 'final_df' with the specified columns and conditions\n",
    "final_df = combined_df.loc[combined_df['upscaled'] == True, ['Date', 'Content', 'Attachments', 'Reactions', 'user_name', 'upscaled', 'version', 'aspect', 'clean_prompts']]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "81c75d7c",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-05-18T11:31:36.702131Z",
     "iopub.status.busy": "2023-05-18T11:31:36.701741Z",
     "iopub.status.idle": "2023-05-18T11:31:39.806514Z",
     "shell.execute_reply": "2023-05-18T11:31:39.805356Z"
    },
    "papermill": {
     "duration": 3.128483,
     "end_time": "2023-05-18T11:31:39.809273",
     "exception": false,
     "start_time": "2023-05-18T11:31:36.680790",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Date             1281862\n",
       "Content          1281862\n",
       "Attachments      1281862\n",
       "Reactions           9957\n",
       "user_name        1281862\n",
       "upscaled         1281862\n",
       "version           724110\n",
       "aspect            546048\n",
       "clean_prompts    1281862\n",
       "dtype: int64"
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "final_df.count()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "2b0e809c",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-05-18T11:31:39.852896Z",
     "iopub.status.busy": "2023-05-18T11:31:39.852457Z",
     "iopub.status.idle": "2023-05-18T11:31:41.727686Z",
     "shell.execute_reply": "2023-05-18T11:31:41.726563Z"
    },
    "papermill": {
     "duration": 1.900808,
     "end_time": "2023-05-18T11:31:41.730182",
     "exception": false,
     "start_time": "2023-05-18T11:31:39.829374",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Date             445608\n",
       "Content          445608\n",
       "Attachments      445608\n",
       "Reactions          3998\n",
       "user_name        445608\n",
       "upscaled         445608\n",
       "version          235300\n",
       "aspect           174141\n",
       "clean_prompts    445608\n",
       "dtype: int64"
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Remove duplicates in 'clean_prompts' column while keeping the latest ones, without rearranging by the date\n",
    "unique_clean_prompts_df = final_df.drop_duplicates(subset='clean_prompts', keep='last')\n",
    "\n",
    "unique_clean_prompts_df.count()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "fd830a3e",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2023-05-18T11:31:41.771725Z",
     "iopub.status.busy": "2023-05-18T11:31:41.771327Z",
     "iopub.status.idle": "2023-05-18T11:31:41.793299Z",
     "shell.execute_reply": "2023-05-18T11:31:41.792201Z"
    },
    "papermill": {
     "duration": 0.047198,
     "end_time": "2023-05-18T11:31:41.796766",
     "exception": false,
     "start_time": "2023-05-18T11:31:41.749568",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Date</th>\n",
       "      <th>Content</th>\n",
       "      <th>Attachments</th>\n",
       "      <th>Reactions</th>\n",
       "      <th>user_name</th>\n",
       "      <th>upscaled</th>\n",
       "      <th>version</th>\n",
       "      <th>aspect</th>\n",
       "      <th>clean_prompts</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>2023-04-20 00:01:00</td>\n",
       "      <td>**watercolor chesapeake bay retriever full body chewing on a bone** - Upscaled by @kyesdoescyber (relaxed)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/984632500875821066/1098277077016399932/kyesdoescyber_watercolor_chesapeake_bay_retriever_full_body_che_639fd0ab-f37a-4a22-804d-823d3b3c8ecc.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>kyesdoescyber</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>watercolor chesapeake bay retriever full body chewing on a bone</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>2023-04-20 00:01:00</td>\n",
       "      <td>**a Left hand transitioning to the letter L cartoon logo** - Upscaled by @Jacobs Hq (fast)</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/984632500875821066/1098277219106832465/Jacobs_Hq_a_Left_hand_transitioning_to_the_letter_L_cartoon_log_39bc1c21-bf16-4ccb-879d-c32e1bc95c6b.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Jacobs</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a Left hand transitioning to the letter L cartoon logo</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>2023-04-20 00:02:00</td>\n",
       "      <td>**a path through a peaceful forest, a clear creek with white pebbles, is the beginning of the fall , the leaves star to turn orange and yellow, the sun shine beautiful in the blue sky, intricate details, concept art, Audrey Kawasaki, Naoto Hattori, Victo Ngai --ar 3:5 --chaos 50 --q 5 --niji 5** - Image #3 @Momsuca</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/984632500875821066/1098277577703043103/Momsuca_a_path_through_a_peaceful_forest_a_clear_creek_with_whi_e6eebdea-d3dd-4791-86af-5d070a652c31.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Momsuca</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>3:5</td>\n",
       "      <td>a path through a peaceful forest, a clear creek with white pebbles, is the beginning of the fall , the leaves star to turn orange and yellow, the sun shine beautiful in the blue sky, intricate details, concept art, Audrey Kawasaki, Naoto Hattori, Victo Ngai</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>45</th>\n",
       "      <td>2023-04-20 00:04:00</td>\n",
       "      <td>**a shiny intricate clay marble statue of a blank sign on a pastel pink background, ultra high definition, soft lighting, super detail, blender --aspect 3:4 --s 750 --iw 0.5 --q 5 --v 5** - Image #1 @Jakub James</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/984632500875821066/1098278006297993299/Jakub_James_a_shiny_intricate_clay_marble_statue_of_a_blank_sig_897220d3-599d-4d4b-aefb-7b01f442c89b.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Jakub</td>\n",
       "      <td>True</td>\n",
       "      <td>5</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a shiny intricate clay marble statue of a blank sign on a pastel pink background, ultra high definition, soft lighting, super detail, blender</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>46</th>\n",
       "      <td>2023-04-20 00:04:00</td>\n",
       "      <td>**Compass with Bitcoin and ethereum, trippy LSD style bright contrast colours, Tyndall light, 4K, macro shot, futuristic, movie stills --ar 16:9 --v 5 --q 2** - Image #2 @Chuwak</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/984632500875821066/1098278068965097578/Chuwak_Compass_with_Bitcoin_and_ethereum_trippy_LSD_style_brigh_e5f43ac3-db56-401d-a277-a70be46ce817.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Chuwak</td>\n",
       "      <td>True</td>\n",
       "      <td>5</td>\n",
       "      <td>16:9</td>\n",
       "      <td>Compass with Bitcoin and ethereum, trippy LSD style bright contrast colours, Tyndall light, 4K, macro shot, futuristic, movie stills</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4274716</th>\n",
       "      <td>2023-05-09 22:34:00</td>\n",
       "      <td>**an enormous male brown bear is sleeping on a square in central Stockholm, summertime, night! life style stock image popular no text prompt trend. pinterest contest winner --ar 16:9 --v 5.1** - Image #2 @Lar</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/995431274267279440/1105503050472362004/Lar_an_enormous_male_brown_bear_is_sleeping_on_a_square_in_cent_2b109f9a-c6ad-4fd3-ae37-0778849be33e.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Lar</td>\n",
       "      <td>True</td>\n",
       "      <td>5.1</td>\n",
       "      <td>16:9</td>\n",
       "      <td>an enormous male brown bear is sleeping on a square in central Stockholm, summertime, night life style stock image popular no text prompt trend. pinterest contest winner</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4274721</th>\n",
       "      <td>2023-05-09 22:34:00</td>\n",
       "      <td>**a realistic photo of woman waiting in airport, flight missed, suitcases, sad, plain in window** - Image #3 @Smashibh</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/995431274267279440/1105503087499677766/Smashibh_a_realistic_photo_of_woman_waiting_in_airport_flight_m_5238ac05-ea43-4fc3-9fbe-b1d47e816b8b.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Smashibh</td>\n",
       "      <td>True</td>\n",
       "      <td>NaN</td>\n",
       "      <td>NaN</td>\n",
       "      <td>a realistic photo of woman waiting in airport, flight missed, suitcases, sad, plain in window</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4274724</th>\n",
       "      <td>2023-05-09 22:34:00</td>\n",
       "      <td>**moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long black hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750** - Image #4 @Pedro Roscoe</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/995431274267279440/1105503102578217061/Pedro_Roscoe_moody_colors_in_a_Robot_Character_in_a_futuristic__590c0ca5-1abe-4187-b241-cf61c347664f.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Pedro</td>\n",
       "      <td>True</td>\n",
       "      <td>5</td>\n",
       "      <td>20:25</td>\n",
       "      <td>moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long black hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a hightech device on her wrist, and her piercing gaze implies that shes always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semirealistic. 32k, rtx on</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4274730</th>\n",
       "      <td>2023-05-09 22:34:00</td>\n",
       "      <td>**vibrant colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750** - Image #4 @Pedro Roscoe</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/995431274267279440/1105503138129117264/Pedro_Roscoe_vibrant_colors_in_a_Robot_Character_in_a_futuristi_34c97c9f-7246-40d0-9f72-ca9ae2a711f3.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Pedro</td>\n",
       "      <td>True</td>\n",
       "      <td>5</td>\n",
       "      <td>20:25</td>\n",
       "      <td>vibrant colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a hightech device on her wrist, and her piercing gaze implies that shes always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semirealistic. 32k, rtx on</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4274735</th>\n",
       "      <td>2023-05-09 22:34:00</td>\n",
       "      <td>**moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750** - Image #3 @Pedro Roscoe</td>\n",
       "      <td>https://cdn.discordapp.com/attachments/995431274267279440/1105503171171864648/Pedro_Roscoe_moody_colors_in_a_Robot_Character_in_a_futuristic__55afc406-c828-40bf-8891-375255ec60fa.png</td>\n",
       "      <td>NaN</td>\n",
       "      <td>Pedro</td>\n",
       "      <td>True</td>\n",
       "      <td>5</td>\n",
       "      <td>20:25</td>\n",
       "      <td>moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a hightech device on her wrist, and her piercing gaze implies that shes always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semirealistic. 32k, rtx on</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>445608 rows × 9 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                       Date                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Content                                                                                                                                                                             Attachments Reactions      user_name  upscaled version aspect                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        clean_prompts\n",
       "9       2023-04-20 00:01:00                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         **watercolor chesapeake bay retriever full body chewing on a bone** - Upscaled by @kyesdoescyber (relaxed)  https://cdn.discordapp.com/attachments/984632500875821066/1098277077016399932/kyesdoescyber_watercolor_chesapeake_bay_retriever_full_body_che_639fd0ab-f37a-4a22-804d-823d3b3c8ecc.png       NaN  kyesdoescyber      True     NaN    NaN                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      watercolor chesapeake bay retriever full body chewing on a bone\n",
       "17      2023-04-20 00:01:00                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         **a Left hand transitioning to the letter L cartoon logo** - Upscaled by @Jacobs Hq (fast)  https://cdn.discordapp.com/attachments/984632500875821066/1098277219106832465/Jacobs_Hq_a_Left_hand_transitioning_to_the_letter_L_cartoon_log_39bc1c21-bf16-4ccb-879d-c32e1bc95c6b.png       NaN         Jacobs      True     NaN    NaN                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               a Left hand transitioning to the letter L cartoon logo\n",
       "26      2023-04-20 00:02:00                                                                                                                                                                                                                                                                                                                                                                                       **a path through a peaceful forest, a clear creek with white pebbles, is the beginning of the fall , the leaves star to turn orange and yellow, the sun shine beautiful in the blue sky, intricate details, concept art, Audrey Kawasaki, Naoto Hattori, Victo Ngai --ar 3:5 --chaos 50 --q 5 --niji 5** - Image #3 @Momsuca  https://cdn.discordapp.com/attachments/984632500875821066/1098277577703043103/Momsuca_a_path_through_a_peaceful_forest_a_clear_creek_with_whi_e6eebdea-d3dd-4791-86af-5d070a652c31.png       NaN        Momsuca      True     NaN    3:5                                                                                                                                                                                                                                                                                   a path through a peaceful forest, a clear creek with white pebbles, is the beginning of the fall , the leaves star to turn orange and yellow, the sun shine beautiful in the blue sky, intricate details, concept art, Audrey Kawasaki, Naoto Hattori, Victo Ngai \n",
       "45      2023-04-20 00:04:00                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                **a shiny intricate clay marble statue of a blank sign on a pastel pink background, ultra high definition, soft lighting, super detail, blender --aspect 3:4 --s 750 --iw 0.5 --q 5 --v 5** - Image #1 @Jakub James  https://cdn.discordapp.com/attachments/984632500875821066/1098278006297993299/Jakub_James_a_shiny_intricate_clay_marble_statue_of_a_blank_sig_897220d3-599d-4d4b-aefb-7b01f442c89b.png       NaN          Jakub      True       5    NaN                                                                                                                                                                                                                                                                                                                                                                                                       a shiny intricate clay marble statue of a blank sign on a pastel pink background, ultra high definition, soft lighting, super detail, blender \n",
       "46      2023-04-20 00:04:00                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  **Compass with Bitcoin and ethereum, trippy LSD style bright contrast colours, Tyndall light, 4K, macro shot, futuristic, movie stills --ar 16:9 --v 5 --q 2** - Image #2 @Chuwak  https://cdn.discordapp.com/attachments/984632500875821066/1098278068965097578/Chuwak_Compass_with_Bitcoin_and_ethereum_trippy_LSD_style_brigh_e5f43ac3-db56-401d-a277-a70be46ce817.png       NaN         Chuwak      True       5   16:9                                                                                                                                                                                                                                                                                                                                                                                                                Compass with Bitcoin and ethereum, trippy LSD style bright contrast colours, Tyndall light, 4K, macro shot, futuristic, movie stills \n",
       "...                     ...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                ...                                                                                                                                                                                     ...       ...            ...       ...     ...    ...                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  ...\n",
       "4274716 2023-05-09 22:34:00                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   **an enormous male brown bear is sleeping on a square in central Stockholm, summertime, night! life style stock image popular no text prompt trend. pinterest contest winner --ar 16:9 --v 5.1** - Image #2 @Lar  https://cdn.discordapp.com/attachments/995431274267279440/1105503050472362004/Lar_an_enormous_male_brown_bear_is_sleeping_on_a_square_in_cent_2b109f9a-c6ad-4fd3-ae37-0778849be33e.png       NaN            Lar      True     5.1   16:9                                                                                                                                                                                                                                                                                                                                                                           an enormous male brown bear is sleeping on a square in central Stockholm, summertime, night life style stock image popular no text prompt trend. pinterest contest winner \n",
       "4274721 2023-05-09 22:34:00                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             **a realistic photo of woman waiting in airport, flight missed, suitcases, sad, plain in window** - Image #3 @Smashibh  https://cdn.discordapp.com/attachments/995431274267279440/1105503087499677766/Smashibh_a_realistic_photo_of_woman_waiting_in_airport_flight_m_5238ac05-ea43-4fc3-9fbe-b1d47e816b8b.png       NaN       Smashibh      True     NaN    NaN                                                                                                                                                                                                                                                                                                                                                                                                                                                        a realistic photo of woman waiting in airport, flight missed, suitcases, sad, plain in window\n",
       "4274724 2023-05-09 22:34:00  **moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long black hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750** - Image #4 @Pedro Roscoe  https://cdn.discordapp.com/attachments/995431274267279440/1105503102578217061/Pedro_Roscoe_moody_colors_in_a_Robot_Character_in_a_futuristic__590c0ca5-1abe-4187-b241-cf61c347664f.png       NaN          Pedro      True       5  20:25  moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long black hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a hightech device on her wrist, and her piercing gaze implies that shes always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semirealistic. 32k, rtx on \n",
       "4274730 2023-05-09 22:34:00  **vibrant colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750** - Image #4 @Pedro Roscoe  https://cdn.discordapp.com/attachments/995431274267279440/1105503138129117264/Pedro_Roscoe_vibrant_colors_in_a_Robot_Character_in_a_futuristi_34c97c9f-7246-40d0-9f72-ca9ae2a711f3.png       NaN          Pedro      True       5  20:25  vibrant colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a hightech device on her wrist, and her piercing gaze implies that shes always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semirealistic. 32k, rtx on \n",
       "4274735 2023-05-09 22:34:00    **moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a high-tech device on her wrist, and her piercing gaze implies that she's always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semi-realistic. 32k, rtx on --niji 5 --q 4 --ar 20:25 --s 750 --style expressive --style cute --q 2 --v 5 --s 750. --q 2 --v 5 --s 750 --q 2 --v 5 --s 750** - Image #3 @Pedro Roscoe  https://cdn.discordapp.com/attachments/995431274267279440/1105503171171864648/Pedro_Roscoe_moody_colors_in_a_Robot_Character_in_a_futuristic__55afc406-c828-40bf-8891-375255ec60fa.png       NaN          Pedro      True       5  20:25    moody colors in a Robot Character in a futuristic dieselpunk robot hangar with futuristic architecture style, art by artgerm and neoartcore, in front of it create a female hacker with a long red hair and vibrant green eyes. She wears a white leather jumpsuit with neon cyan stripes and a matching choker. She carries a hightech device on her wrist, and her piercing gaze implies that shes always a step ahead of her opponents. Make the robot in the style of evangellion. Female with Human proportions, semirealistic. 32k, rtx on \n",
       "\n",
       "[445608 rows x 9 columns]"
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     "execution_count": 29,
     "metadata": {},
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    }
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   "source": [
    "unique_clean_prompts_df"
   ]
  },
  {
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   "execution_count": 30,
   "id": "c84785b3",
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     "start_time": "2023-05-18T11:31:41.817004",
     "status": "completed"
    },
    "tags": []
   },
   "outputs": [],
   "source": [
    "unique_clean_prompts_df.to_csv('upscaled_prompts_df.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "5e9c1e11",
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     "status": "completed"
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    "tags": []
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   "outputs": [],
   "source": []
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