Santosh
commited on
Commit
·
c7a5270
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Parent(s):
a405ce7
made changes
Browse files- app.py +1 -1
- datasetcards_new.parquet +2 -2
- preprocessing.ipynb +0 -2098
app.py
CHANGED
@@ -308,7 +308,7 @@ with gr.Blocks() as demo:
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- Track progress using `status`.
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## Why the table?
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The table gives a structured view of all datasets, making it easy to sort, filter, and update information for each dataset.
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## What does the table contain?
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Each row represents a dataset. Columns include:
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- Track progress using `status`.
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## Why the table?
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+
The table gives a structured view of all datasets, making it easy to sort, filter, and update information for each dataset. It consists of all datasets until 20-09-2025.
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## What does the table contain?
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Each row represents a dataset. Columns include:
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datasetcards_new.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size
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version https://git-lfs.github.com/spec/v1
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oid sha256:c248074b63bc77b236e8096e3423779f3a5bf4cbe24a2683ea63da31a1c4c154
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size 35038132
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preprocessing.ipynb
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"cell_type": "code",
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"execution_count": 1,
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"id": "4e64d318",
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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" dataset_id \\\n",
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"0 akjadhav/leandojo-lean4-formal-informal-strings \n",
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"1 aemska/stuhl \n",
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"2 Pogpotatofarmer/memes \n",
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"3 Splend1dchan/NMSQA_sew-d-tiny-100k-ft-ls100h \n",
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"4 chamisfum/brain_tumor_3_classes \n",
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"\n",
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" dataset_url downloads author \\\n",
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"0 https://huggingface.co/datasets/akjadhav/leand... 22 None \n",
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"1 https://huggingface.co/datasets/aemska/stuhl 11 None \n",
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"2 https://huggingface.co/datasets/Pogpotatofarme... 15 None \n",
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"3 https://huggingface.co/datasets/Splend1dchan/N... 11 None \n",
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"4 https://huggingface.co/datasets/chamisfum/brai... 8 None \n",
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"\n",
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" license tags task_categories last_modified \\\n",
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"0 None None None 2024-01-30 07:40:02+00:00 \n",
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"1 openrail None None 2022-11-11 14:12:36+00:00 \n",
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"2 cc None None 2022-07-15 21:11:34+00:00 \n",
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"3 None None None None \n",
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"4 None None None None \n",
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"\n",
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" reason \\\n",
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"0 No metadata and no description \n",
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"1 Short description (char count=0, words=0) \n",
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"3 Failed to load card \n",
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"\n",
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" readme_path word_count category \n",
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"0 dataset_readmes/akjadhav__leandojo-lean4-forma... 0 minimal \n",
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"1 dataset_readmes/aemska__stuhl_README.md 0 minimal \n",
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"2 dataset_readmes/Pogpotatofarmer__memes_README.md 0 minimal \n",
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"3 None 0 minimal \n",
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"4 None 0 minimal \n",
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" dataset_id \\\n",
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"0 autoevaluate/autoeval-staging-eval-launch__gov... \n",
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"1 autoevaluate/autoeval-eval-emotion-default-fe1... \n",
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"2 LTCB/enwik8 \n",
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"3 boltuix/emotions-dataset \n",
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"4 yixuantt/MultiHopRAG \n",
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"\n",
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" dataset_url downloads author \\\n",
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"0 https://huggingface.co/datasets/autoevaluate/a... 8 None \n",
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"1 https://huggingface.co/datasets/autoevaluate/a... 8 None \n",
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"2 https://huggingface.co/datasets/LTCB/enwik8 154 None \n",
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"3 https://huggingface.co/datasets/boltuix/emotio... 754 None \n",
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"4 https://huggingface.co/datasets/yixuantt/Multi... 7050 None \n",
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"\n",
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" license tags \\\n",
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"0 None autotrain, evaluation \n",
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"3 mit emotions, nlp, sentiment-analysis, emotion-cla... \n",
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"\n",
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" task_categories last_modified reason \\\n",
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"2 fill-mask, text-generation 2024-01-18 11:19:13+00:00 None \n",
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"4 question-answering, feature-extraction 2024-01-30 02:49:29+00:00 None \n",
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"\n",
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" readme_path word_count category \n",
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"0 dataset_readmes/autoevaluate__autoeval-staging... 55 rich \n",
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"4 dataset_readmes/yixuantt__MultiHopRAG_README.md 111 rich \n"
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]
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}
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],
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"source": [
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"import pandas as pd\n",
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"\n",
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"# Read parquet files\n",
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"df1 = pd.read_parquet(\"/home/santosh/Repositories/personal/huggingface/dataset-insight-portal/all_minimal_dataset_cards.parquet\")\n",
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"df2 = pd.read_parquet(\"/home/santosh/Repositories/personal/huggingface/dataset-insight-portal/all_rich_dataset_cards.parquet\")\n",
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"\n",
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"# Display first few rows\n",
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"print(df1.head())\n",
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"print(df2.head())"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 2,
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"id": "e9a20931",
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" <th>0</th>\n",
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" <td>akjadhav/leandojo-lean4-formal-informal-strings</td>\n",
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" <td>https://huggingface.co/datasets/akjadhav/leand...</td>\n",
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" <td>minimal</td>\n",
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" <th>1</th>\n",
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" <td>aemska/stuhl</td>\n",
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" <td>https://huggingface.co/datasets/aemska/stuhl</td>\n",
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" <td>11</td>\n",
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" <td>None</td>\n",
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" <td>None</td>\n",
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" <td>minimal</td>\n",
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" <th>2</th>\n",
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" <td>Pogpotatofarmer/memes</td>\n",
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" <td>https://huggingface.co/datasets/Pogpotatofarme...</td>\n",
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" <td>None</td>\n",
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" <td>minimal</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>3</th>\n",
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" <td>Splend1dchan/NMSQA_sew-d-tiny-100k-ft-ls100h</td>\n",
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" <td>https://huggingface.co/datasets/Splend1dchan/N...</td>\n",
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" <td>11</td>\n",
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" <td>None</td>\n",
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" <td>None</td>\n",
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" <td>Failed to load card</td>\n",
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" <td>None</td>\n",
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" <td>0</td>\n",
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" <td>minimal</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>4</th>\n",
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" <td>chamisfum/brain_tumor_3_classes</td>\n",
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" <td>https://huggingface.co/datasets/chamisfum/brai...</td>\n",
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" <td>8</td>\n",
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" <td>None</td>\n",
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" <th>400292</th>\n",
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" <td>TAUR-dev/D-EVAL__standard_eval_v3__RC_BF_ab-bo...</td>\n",
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" <td>None</td>\n",
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" <td>2025-09-19 06:27:52+00:00</td>\n",
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" <td>Short description (char count=0, words=0)</td>\n",
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" <td>dataset_readmes/TAUR-dev__D-EVAL__standard_eva...</td>\n",
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" <td>minimal</td>\n",
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" <th>400293</th>\n",
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" <td>TAUR-dev/D-EVAL__standard_eval_v3__RC_BF_ab-bo...</td>\n",
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" <td>https://huggingface.co/datasets/TAUR-dev/D-EVA...</td>\n",
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" <td>0</td>\n",
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" <td>None</td>\n",
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" <td>2025-09-19 06:28:16+00:00</td>\n",
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" </tr>\n",
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" <th>400294</th>\n",
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" <td>haru101/Minecraft-Knowledge-Dataset</td>\n",
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" <td>https://huggingface.co/datasets/haru101/Minecr...</td>\n",
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" <td>0</td>\n",
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" <td>None</td>\n",
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" <td>None</td>\n",
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" <td>https://huggingface.co/datasets/sxj1215/mmimdb...</td>\n",
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" <td>2025-09-19 06:35:25+00:00</td>\n",
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" <td>Vikir2411CS19/Multimodal_Complaint</td>\n",
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" <td>https://huggingface.co/datasets/Vikir2411CS19/...</td>\n",
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" <td>2025-09-19 06:35:01+00:00</td>\n",
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" <td>Short description (char count=0, words=0)</td>\n",
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" <td>minimal</td>\n",
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" </tbody>\n",
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639 |
-
" <td>https://huggingface.co/datasets/aemska/stuhl</td>\n",
|
640 |
-
" <td>11</td>\n",
|
641 |
-
" <td>None</td>\n",
|
642 |
-
" <td>openrail</td>\n",
|
643 |
-
" <td>None</td>\n",
|
644 |
-
" <td>None</td>\n",
|
645 |
-
" <td>2022-11-11 14:12:36+00:00</td>\n",
|
646 |
-
" <td>Short description (char count=0, words=0)</td>\n",
|
647 |
-
" <td>dataset_readmes/aemska__stuhl_README.md</td>\n",
|
648 |
-
" <td>0</td>\n",
|
649 |
-
" <td>minimal</td>\n",
|
650 |
-
" </tr>\n",
|
651 |
-
" <tr>\n",
|
652 |
-
" <th>2</th>\n",
|
653 |
-
" <td>Pogpotatofarmer/memes</td>\n",
|
654 |
-
" <td>https://huggingface.co/datasets/Pogpotatofarme...</td>\n",
|
655 |
-
" <td>15</td>\n",
|
656 |
-
" <td>None</td>\n",
|
657 |
-
" <td>cc</td>\n",
|
658 |
-
" <td>None</td>\n",
|
659 |
-
" <td>None</td>\n",
|
660 |
-
" <td>2022-07-15 21:11:34+00:00</td>\n",
|
661 |
-
" <td>Short description (char count=0, words=0)</td>\n",
|
662 |
-
" <td>dataset_readmes/Pogpotatofarmer__memes_README.md</td>\n",
|
663 |
-
" <td>0</td>\n",
|
664 |
-
" <td>minimal</td>\n",
|
665 |
-
" </tr>\n",
|
666 |
-
" <tr>\n",
|
667 |
-
" <th>3</th>\n",
|
668 |
-
" <td>Splend1dchan/NMSQA_sew-d-tiny-100k-ft-ls100h</td>\n",
|
669 |
-
" <td>https://huggingface.co/datasets/Splend1dchan/N...</td>\n",
|
670 |
-
" <td>11</td>\n",
|
671 |
-
" <td>None</td>\n",
|
672 |
-
" <td>None</td>\n",
|
673 |
-
" <td>None</td>\n",
|
674 |
-
" <td>None</td>\n",
|
675 |
-
" <td>None</td>\n",
|
676 |
-
" <td>Failed to load card</td>\n",
|
677 |
-
" <td>None</td>\n",
|
678 |
-
" <td>0</td>\n",
|
679 |
-
" <td>minimal</td>\n",
|
680 |
-
" </tr>\n",
|
681 |
-
" <tr>\n",
|
682 |
-
" <th>4</th>\n",
|
683 |
-
" <td>chamisfum/brain_tumor_3_classes</td>\n",
|
684 |
-
" <td>https://huggingface.co/datasets/chamisfum/brai...</td>\n",
|
685 |
-
" <td>8</td>\n",
|
686 |
-
" <td>None</td>\n",
|
687 |
-
" <td>None</td>\n",
|
688 |
-
" <td>None</td>\n",
|
689 |
-
" <td>None</td>\n",
|
690 |
-
" <td>None</td>\n",
|
691 |
-
" <td>Failed to load card</td>\n",
|
692 |
-
" <td>None</td>\n",
|
693 |
-
" <td>0</td>\n",
|
694 |
-
" <td>minimal</td>\n",
|
695 |
-
" </tr>\n",
|
696 |
-
" <tr>\n",
|
697 |
-
" <th>...</th>\n",
|
698 |
-
" <td>...</td>\n",
|
699 |
-
" <td>...</td>\n",
|
700 |
-
" <td>...</td>\n",
|
701 |
-
" <td>...</td>\n",
|
702 |
-
" <td>...</td>\n",
|
703 |
-
" <td>...</td>\n",
|
704 |
-
" <td>...</td>\n",
|
705 |
-
" <td>...</td>\n",
|
706 |
-
" <td>...</td>\n",
|
707 |
-
" <td>...</td>\n",
|
708 |
-
" <td>...</td>\n",
|
709 |
-
" <td>...</td>\n",
|
710 |
-
" </tr>\n",
|
711 |
-
" <tr>\n",
|
712 |
-
" <th>503185</th>\n",
|
713 |
-
" <td>ROBOTIS/ffw_bg2_rev4_pick_coffee_bottle_env5_14</td>\n",
|
714 |
-
" <td>https://huggingface.co/datasets/ROBOTIS/ffw_bg...</td>\n",
|
715 |
-
" <td>0</td>\n",
|
716 |
-
" <td>None</td>\n",
|
717 |
-
" <td>apache-2.0</td>\n",
|
718 |
-
" <td>LeRobot, ffw_bg2_rev4_custom, robotis</td>\n",
|
719 |
-
" <td>robotics</td>\n",
|
720 |
-
" <td>2025-09-19 06:28:15+00:00</td>\n",
|
721 |
-
" <td>None</td>\n",
|
722 |
-
" <td>dataset_readmes/ROBOTIS__ffw_bg2_rev4_pick_cof...</td>\n",
|
723 |
-
" <td>299</td>\n",
|
724 |
-
" <td>rich</td>\n",
|
725 |
-
" </tr>\n",
|
726 |
-
" <tr>\n",
|
727 |
-
" <th>503186</th>\n",
|
728 |
-
" <td>ROBOTIS/ffw_bg2_rev4_pick_coffee_bottle_env5_15</td>\n",
|
729 |
-
" <td>https://huggingface.co/datasets/ROBOTIS/ffw_bg...</td>\n",
|
730 |
-
" <td>0</td>\n",
|
731 |
-
" <td>None</td>\n",
|
732 |
-
" <td>apache-2.0</td>\n",
|
733 |
-
" <td>LeRobot, ffw_bg2_rev4_custom, robotis</td>\n",
|
734 |
-
" <td>robotics</td>\n",
|
735 |
-
" <td>2025-09-19 06:29:40+00:00</td>\n",
|
736 |
-
" <td>None</td>\n",
|
737 |
-
" <td>dataset_readmes/ROBOTIS__ffw_bg2_rev4_pick_cof...</td>\n",
|
738 |
-
" <td>299</td>\n",
|
739 |
-
" <td>rich</td>\n",
|
740 |
-
" </tr>\n",
|
741 |
-
" <tr>\n",
|
742 |
-
" <th>503187</th>\n",
|
743 |
-
" <td>Dongkkka/ffw_bg2_rev4_custom_0919_5</td>\n",
|
744 |
-
" <td>https://huggingface.co/datasets/Dongkkka/ffw_b...</td>\n",
|
745 |
-
" <td>0</td>\n",
|
746 |
-
" <td>None</td>\n",
|
747 |
-
" <td>apache-2.0</td>\n",
|
748 |
-
" <td>LeRobot, ffw_bg2_rev4_custom, robotis</td>\n",
|
749 |
-
" <td>robotics</td>\n",
|
750 |
-
" <td>2025-09-19 06:30:53+00:00</td>\n",
|
751 |
-
" <td>None</td>\n",
|
752 |
-
" <td>dataset_readmes/Dongkkka__ffw_bg2_rev4_custom_...</td>\n",
|
753 |
-
" <td>299</td>\n",
|
754 |
-
" <td>rich</td>\n",
|
755 |
-
" </tr>\n",
|
756 |
-
" <tr>\n",
|
757 |
-
" <th>503188</th>\n",
|
758 |
-
" <td>chenxing1234567890/eval_testZ1.2.1</td>\n",
|
759 |
-
" <td>https://huggingface.co/datasets/chenxing123456...</td>\n",
|
760 |
-
" <td>0</td>\n",
|
761 |
-
" <td>None</td>\n",
|
762 |
-
" <td>apache-2.0</td>\n",
|
763 |
-
" <td>LeRobot, tutorial</td>\n",
|
764 |
-
" <td>robotics</td>\n",
|
765 |
-
" <td>2025-09-19 06:34:11+00:00</td>\n",
|
766 |
-
" <td>None</td>\n",
|
767 |
-
" <td>dataset_readmes/chenxing1234567890__eval_testZ...</td>\n",
|
768 |
-
" <td>231</td>\n",
|
769 |
-
" <td>rich</td>\n",
|
770 |
-
" </tr>\n",
|
771 |
-
" <tr>\n",
|
772 |
-
" <th>503189</th>\n",
|
773 |
-
" <td>Dongkkka/ffw_bg2_rev4_custom_0919_6</td>\n",
|
774 |
-
" <td>https://huggingface.co/datasets/Dongkkka/ffw_b...</td>\n",
|
775 |
-
" <td>0</td>\n",
|
776 |
-
" <td>None</td>\n",
|
777 |
-
" <td>apache-2.0</td>\n",
|
778 |
-
" <td>LeRobot, ffw_bg2_rev4_custom, robotis</td>\n",
|
779 |
-
" <td>robotics</td>\n",
|
780 |
-
" <td>2025-09-19 06:34:09+00:00</td>\n",
|
781 |
-
" <td>None</td>\n",
|
782 |
-
" <td>dataset_readmes/Dongkkka__ffw_bg2_rev4_custom_...</td>\n",
|
783 |
-
" <td>299</td>\n",
|
784 |
-
" <td>rich</td>\n",
|
785 |
-
" </tr>\n",
|
786 |
-
" </tbody>\n",
|
787 |
-
"</table>\n",
|
788 |
-
"<p>503190 rows × 12 columns</p>\n",
|
789 |
-
"</div>"
|
790 |
-
],
|
791 |
-
"text/plain": [
|
792 |
-
" dataset_id \\\n",
|
793 |
-
"0 akjadhav/leandojo-lean4-formal-informal-strings \n",
|
794 |
-
"1 aemska/stuhl \n",
|
795 |
-
"2 Pogpotatofarmer/memes \n",
|
796 |
-
"3 Splend1dchan/NMSQA_sew-d-tiny-100k-ft-ls100h \n",
|
797 |
-
"4 chamisfum/brain_tumor_3_classes \n",
|
798 |
-
"... ... \n",
|
799 |
-
"503185 ROBOTIS/ffw_bg2_rev4_pick_coffee_bottle_env5_14 \n",
|
800 |
-
"503186 ROBOTIS/ffw_bg2_rev4_pick_coffee_bottle_env5_15 \n",
|
801 |
-
"503187 Dongkkka/ffw_bg2_rev4_custom_0919_5 \n",
|
802 |
-
"503188 chenxing1234567890/eval_testZ1.2.1 \n",
|
803 |
-
"503189 Dongkkka/ffw_bg2_rev4_custom_0919_6 \n",
|
804 |
-
"\n",
|
805 |
-
" dataset_url downloads author \\\n",
|
806 |
-
"0 https://huggingface.co/datasets/akjadhav/leand... 22 None \n",
|
807 |
-
"1 https://huggingface.co/datasets/aemska/stuhl 11 None \n",
|
808 |
-
"2 https://huggingface.co/datasets/Pogpotatofarme... 15 None \n",
|
809 |
-
"3 https://huggingface.co/datasets/Splend1dchan/N... 11 None \n",
|
810 |
-
"4 https://huggingface.co/datasets/chamisfum/brai... 8 None \n",
|
811 |
-
"... ... ... ... \n",
|
812 |
-
"503185 https://huggingface.co/datasets/ROBOTIS/ffw_bg... 0 None \n",
|
813 |
-
"503186 https://huggingface.co/datasets/ROBOTIS/ffw_bg... 0 None \n",
|
814 |
-
"503187 https://huggingface.co/datasets/Dongkkka/ffw_b... 0 None \n",
|
815 |
-
"503188 https://huggingface.co/datasets/chenxing123456... 0 None \n",
|
816 |
-
"503189 https://huggingface.co/datasets/Dongkkka/ffw_b... 0 None \n",
|
817 |
-
"\n",
|
818 |
-
" license tags task_categories \\\n",
|
819 |
-
"0 None None None \n",
|
820 |
-
"1 openrail None None \n",
|
821 |
-
"2 cc None None \n",
|
822 |
-
"3 None None None \n",
|
823 |
-
"4 None None None \n",
|
824 |
-
"... ... ... ... \n",
|
825 |
-
"503185 apache-2.0 LeRobot, ffw_bg2_rev4_custom, robotis robotics \n",
|
826 |
-
"503186 apache-2.0 LeRobot, ffw_bg2_rev4_custom, robotis robotics \n",
|
827 |
-
"503187 apache-2.0 LeRobot, ffw_bg2_rev4_custom, robotis robotics \n",
|
828 |
-
"503188 apache-2.0 LeRobot, tutorial robotics \n",
|
829 |
-
"503189 apache-2.0 LeRobot, ffw_bg2_rev4_custom, robotis robotics \n",
|
830 |
-
"\n",
|
831 |
-
" last_modified reason \\\n",
|
832 |
-
"0 2024-01-30 07:40:02+00:00 No metadata and no description \n",
|
833 |
-
"1 2022-11-11 14:12:36+00:00 Short description (char count=0, words=0) \n",
|
834 |
-
"2 2022-07-15 21:11:34+00:00 Short description (char count=0, words=0) \n",
|
835 |
-
"3 None Failed to load card \n",
|
836 |
-
"4 None Failed to load card \n",
|
837 |
-
"... ... ... \n",
|
838 |
-
"503185 2025-09-19 06:28:15+00:00 None \n",
|
839 |
-
"503186 2025-09-19 06:29:40+00:00 None \n",
|
840 |
-
"503187 2025-09-19 06:30:53+00:00 None \n",
|
841 |
-
"503188 2025-09-19 06:34:11+00:00 None \n",
|
842 |
-
"503189 2025-09-19 06:34:09+00:00 None \n",
|
843 |
-
"\n",
|
844 |
-
" readme_path word_count category \n",
|
845 |
-
"0 dataset_readmes/akjadhav__leandojo-lean4-forma... 0 minimal \n",
|
846 |
-
"1 dataset_readmes/aemska__stuhl_README.md 0 minimal \n",
|
847 |
-
"2 dataset_readmes/Pogpotatofarmer__memes_README.md 0 minimal \n",
|
848 |
-
"3 None 0 minimal \n",
|
849 |
-
"4 None 0 minimal \n",
|
850 |
-
"... ... ... ... \n",
|
851 |
-
"503185 dataset_readmes/ROBOTIS__ffw_bg2_rev4_pick_cof... 299 rich \n",
|
852 |
-
"503186 dataset_readmes/ROBOTIS__ffw_bg2_rev4_pick_cof... 299 rich \n",
|
853 |
-
"503187 dataset_readmes/Dongkkka__ffw_bg2_rev4_custom_... 299 rich \n",
|
854 |
-
"503188 dataset_readmes/chenxing1234567890__eval_testZ... 231 rich \n",
|
855 |
-
"503189 dataset_readmes/Dongkkka__ffw_bg2_rev4_custom_... 299 rich \n",
|
856 |
-
"\n",
|
857 |
-
"[503190 rows x 12 columns]"
|
858 |
-
]
|
859 |
-
},
|
860 |
-
"execution_count": 6,
|
861 |
-
"metadata": {},
|
862 |
-
"output_type": "execute_result"
|
863 |
-
}
|
864 |
-
],
|
865 |
-
"source": [
|
866 |
-
"merged_df = pd.concat([df1, df2], ignore_index=True)\n",
|
867 |
-
"merged_df"
|
868 |
-
]
|
869 |
-
},
|
870 |
-
{
|
871 |
-
"cell_type": "code",
|
872 |
-
"execution_count": 21,
|
873 |
-
"id": "e0623157",
|
874 |
-
"metadata": {},
|
875 |
-
"outputs": [
|
876 |
-
{
|
877 |
-
"name": "stdout",
|
878 |
-
"output_type": "stream",
|
879 |
-
"text": [
|
880 |
-
"(11, 7)\n",
|
881 |
-
" id \\\n",
|
882 |
-
"623 introspector/unimath \n",
|
883 |
-
"766 ekim15/bone_marrow_cell_dataset \n",
|
884 |
-
"1645 fabriciojm/ecg-examples \n",
|
885 |
-
"3280 ahork/record-test-6 \n",
|
886 |
-
"3281 RickRain/SecondTrySimData3 \n",
|
887 |
-
"\n",
|
888 |
-
" url \\\n",
|
889 |
-
"623 https://huggingface.co/datasets/introspector/u... \n",
|
890 |
-
"766 https://huggingface.co/datasets/ekim15/bone_ma... \n",
|
891 |
-
"1645 https://huggingface.co/datasets/fabriciojm/ecg... \n",
|
892 |
-
"3280 https://huggingface.co/datasets/ahork/record-t... \n",
|
893 |
-
"3281 https://huggingface.co/datasets/RickRain/Secon... \n",
|
894 |
-
"\n",
|
895 |
-
" field keyword missing_readme missing_card \\\n",
|
896 |
-
"623 mathematics_and_statistics math False True \n",
|
897 |
-
"766 life_sciences biology True False \n",
|
898 |
-
"1645 life_sciences medical True False \n",
|
899 |
-
"3280 engineering_and_technology robotics True False \n",
|
900 |
-
"3281 engineering_and_technology robotics True False \n",
|
901 |
-
"\n",
|
902 |
-
" _id_lower \n",
|
903 |
-
"623 introspector/unimath \n",
|
904 |
-
"766 ekim15/bone_marrow_cell_dataset \n",
|
905 |
-
"1645 fabriciojm/ecg-examples \n",
|
906 |
-
"3280 ahork/record-test-6 \n",
|
907 |
-
"3281 rickrain/secondtrysimdata3 \n"
|
908 |
-
]
|
909 |
-
}
|
910 |
-
],
|
911 |
-
"source": [
|
912 |
-
"# Create lowercase helper columns\n",
|
913 |
-
"df1[\"_dataset_id_lower\"] = df1[\"dataset_id\"].str.lower()\n",
|
914 |
-
"csv_df[\"_id_lower\"] = csv_df[\"id\"].str.lower()\n",
|
915 |
-
"\n",
|
916 |
-
"# Get the rows from df3 where id is NOT in df1\n",
|
917 |
-
"df3_missed = csv_df[~csv_df[\"_id_lower\"].isin(df1[\"_dataset_id_lower\"])]\n",
|
918 |
-
"\n",
|
919 |
-
"print(df3_missed.shape)\n",
|
920 |
-
"print(df3_missed.head())\n"
|
921 |
-
]
|
922 |
-
},
|
923 |
-
{
|
924 |
-
"cell_type": "code",
|
925 |
-
"execution_count": 25,
|
926 |
-
"id": "b6dbce79",
|
927 |
-
"metadata": {},
|
928 |
-
"outputs": [
|
929 |
-
{
|
930 |
-
"data": {
|
931 |
-
"text/plain": [
|
932 |
-
"array([['introspector/unimath',\n",
|
933 |
-
" 'https://huggingface.co/datasets/introspector/unimath',\n",
|
934 |
-
" 'mathematics_and_statistics', 'math', False, True,\n",
|
935 |
-
" 'introspector/unimath'],\n",
|
936 |
-
" ['ekim15/bone_marrow_cell_dataset',\n",
|
937 |
-
" 'https://huggingface.co/datasets/ekim15/bone_marrow_cell_dataset',\n",
|
938 |
-
" 'life_sciences', 'biology', True, False,\n",
|
939 |
-
" 'ekim15/bone_marrow_cell_dataset'],\n",
|
940 |
-
" ['fabriciojm/ecg-examples',\n",
|
941 |
-
" 'https://huggingface.co/datasets/fabriciojm/ecg-examples',\n",
|
942 |
-
" 'life_sciences', 'medical', True, False,\n",
|
943 |
-
" 'fabriciojm/ecg-examples'],\n",
|
944 |
-
" ['ahork/record-test-6',\n",
|
945 |
-
" 'https://huggingface.co/datasets/ahork/record-test-6',\n",
|
946 |
-
" 'engineering_and_technology', 'robotics', True, False,\n",
|
947 |
-
" 'ahork/record-test-6'],\n",
|
948 |
-
" ['RickRain/SecondTrySimData3',\n",
|
949 |
-
" 'https://huggingface.co/datasets/RickRain/SecondTrySimData3',\n",
|
950 |
-
" 'engineering_and_technology', 'robotics', True, False,\n",
|
951 |
-
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|
952 |
-
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|
953 |
-
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|
954 |
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|
955 |
-
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|
956 |
-
" ['ricdigi/1two-camera3-test2345',\n",
|
957 |
-
" 'https://huggingface.co/datasets/ricdigi/1two-camera3-test2345',\n",
|
958 |
-
" 'engineering_and_technology', 'robotics', True, False,\n",
|
959 |
-
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|
960 |
-
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|
961 |
-
" 'https://huggingface.co/datasets/Ninkofu/sushi_put',\n",
|
962 |
-
" 'engineering_and_technology', 'robotics', True, False,\n",
|
963 |
-
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|
964 |
-
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|
965 |
-
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|
966 |
-
" 'engineering_and_technology', 'robotics', True, False,\n",
|
967 |
-
" 'jokla89/record-test-temp1'],\n",
|
968 |
-
" ['LeRobot-worldwide-hackathon/325-casino-dealer-dice-set',\n",
|
969 |
-
" 'https://huggingface.co/datasets/LeRobot-worldwide-hackathon/325-casino-dealer-dice-set',\n",
|
970 |
-
" 'engineering_and_technology', 'robotics', True, False,\n",
|
971 |
-
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|
972 |
-
" ['jackvial/koch_screwdriver_attach_orange_panel_e125',\n",
|
973 |
-
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|
974 |
-
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|
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|
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|
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|
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|
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|
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-
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|
1032 |
-
" <th>0</th>\n",
|
1033 |
-
" <td>akjadhav/leandojo-lean4-formal-informal-strings</td>\n",
|
1034 |
-
" <td>https://huggingface.co/datasets/akjadhav/leand...</td>\n",
|
1035 |
-
" <td>22</td>\n",
|
1036 |
-
" <td>None</td>\n",
|
1037 |
-
" <td>None</td>\n",
|
1038 |
-
" <td>None</td>\n",
|
1039 |
-
" <td>None</td>\n",
|
1040 |
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|
1041 |
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|
1042 |
-
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|
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|
1044 |
-
" <td>minimal</td>\n",
|
1045 |
-
" <td>akjadhav/leandojo-lean4-formal-informal-strings</td>\n",
|
1046 |
-
" </tr>\n",
|
1047 |
-
" <tr>\n",
|
1048 |
-
" <th>1</th>\n",
|
1049 |
-
" <td>aemska/stuhl</td>\n",
|
1050 |
-
" <td>https://huggingface.co/datasets/aemska/stuhl</td>\n",
|
1051 |
-
" <td>11</td>\n",
|
1052 |
-
" <td>None</td>\n",
|
1053 |
-
" <td>openrail</td>\n",
|
1054 |
-
" <td>None</td>\n",
|
1055 |
-
" <td>None</td>\n",
|
1056 |
-
" <td>2022-11-11 14:12:36+00:00</td>\n",
|
1057 |
-
" <td>Short description (char count=0, words=0)</td>\n",
|
1058 |
-
" <td>dataset_readmes/aemska__stuhl_README.md</td>\n",
|
1059 |
-
" <td>0</td>\n",
|
1060 |
-
" <td>minimal</td>\n",
|
1061 |
-
" <td>aemska/stuhl</td>\n",
|
1062 |
-
" </tr>\n",
|
1063 |
-
" <tr>\n",
|
1064 |
-
" <th>2</th>\n",
|
1065 |
-
" <td>Pogpotatofarmer/memes</td>\n",
|
1066 |
-
" <td>https://huggingface.co/datasets/Pogpotatofarme...</td>\n",
|
1067 |
-
" <td>15</td>\n",
|
1068 |
-
" <td>None</td>\n",
|
1069 |
-
" <td>cc</td>\n",
|
1070 |
-
" <td>None</td>\n",
|
1071 |
-
" <td>None</td>\n",
|
1072 |
-
" <td>2022-07-15 21:11:34+00:00</td>\n",
|
1073 |
-
" <td>Short description (char count=0, words=0)</td>\n",
|
1074 |
-
" <td>dataset_readmes/Pogpotatofarmer__memes_README.md</td>\n",
|
1075 |
-
" <td>0</td>\n",
|
1076 |
-
" <td>minimal</td>\n",
|
1077 |
-
" <td>pogpotatofarmer/memes</td>\n",
|
1078 |
-
" </tr>\n",
|
1079 |
-
" <tr>\n",
|
1080 |
-
" <th>3</th>\n",
|
1081 |
-
" <td>Splend1dchan/NMSQA_sew-d-tiny-100k-ft-ls100h</td>\n",
|
1082 |
-
" <td>https://huggingface.co/datasets/Splend1dchan/N...</td>\n",
|
1083 |
-
" <td>11</td>\n",
|
1084 |
-
" <td>None</td>\n",
|
1085 |
-
" <td>None</td>\n",
|
1086 |
-
" <td>None</td>\n",
|
1087 |
-
" <td>None</td>\n",
|
1088 |
-
" <td>None</td>\n",
|
1089 |
-
" <td>Failed to load card</td>\n",
|
1090 |
-
" <td>None</td>\n",
|
1091 |
-
" <td>0</td>\n",
|
1092 |
-
" <td>minimal</td>\n",
|
1093 |
-
" <td>splend1dchan/nmsqa_sew-d-tiny-100k-ft-ls100h</td>\n",
|
1094 |
-
" </tr>\n",
|
1095 |
-
" <tr>\n",
|
1096 |
-
" <th>4</th>\n",
|
1097 |
-
" <td>chamisfum/brain_tumor_3_classes</td>\n",
|
1098 |
-
" <td>https://huggingface.co/datasets/chamisfum/brai...</td>\n",
|
1099 |
-
" <td>8</td>\n",
|
1100 |
-
" <td>None</td>\n",
|
1101 |
-
" <td>None</td>\n",
|
1102 |
-
" <td>None</td>\n",
|
1103 |
-
" <td>None</td>\n",
|
1104 |
-
" <td>None</td>\n",
|
1105 |
-
" <td>Failed to load card</td>\n",
|
1106 |
-
" <td>None</td>\n",
|
1107 |
-
" <td>0</td>\n",
|
1108 |
-
" <td>minimal</td>\n",
|
1109 |
-
" <td>chamisfum/brain_tumor_3_classes</td>\n",
|
1110 |
-
" </tr>\n",
|
1111 |
-
" <tr>\n",
|
1112 |
-
" <th>...</th>\n",
|
1113 |
-
" <td>...</td>\n",
|
1114 |
-
" <td>...</td>\n",
|
1115 |
-
" <td>...</td>\n",
|
1116 |
-
" <td>...</td>\n",
|
1117 |
-
" <td>...</td>\n",
|
1118 |
-
" <td>...</td>\n",
|
1119 |
-
" <td>...</td>\n",
|
1120 |
-
" <td>...</td>\n",
|
1121 |
-
" <td>...</td>\n",
|
1122 |
-
" <td>...</td>\n",
|
1123 |
-
" <td>...</td>\n",
|
1124 |
-
" <td>...</td>\n",
|
1125 |
-
" <td>...</td>\n",
|
1126 |
-
" </tr>\n",
|
1127 |
-
" <tr>\n",
|
1128 |
-
" <th>503185</th>\n",
|
1129 |
-
" <td>ROBOTIS/ffw_bg2_rev4_pick_coffee_bottle_env5_14</td>\n",
|
1130 |
-
" <td>https://huggingface.co/datasets/ROBOTIS/ffw_bg...</td>\n",
|
1131 |
-
" <td>0</td>\n",
|
1132 |
-
" <td>None</td>\n",
|
1133 |
-
" <td>apache-2.0</td>\n",
|
1134 |
-
" <td>LeRobot, ffw_bg2_rev4_custom, robotis</td>\n",
|
1135 |
-
" <td>robotics</td>\n",
|
1136 |
-
" <td>2025-09-19 06:28:15+00:00</td>\n",
|
1137 |
-
" <td>None</td>\n",
|
1138 |
-
" <td>dataset_readmes/ROBOTIS__ffw_bg2_rev4_pick_cof...</td>\n",
|
1139 |
-
" <td>299</td>\n",
|
1140 |
-
" <td>rich</td>\n",
|
1141 |
-
" <td>robotis/ffw_bg2_rev4_pick_coffee_bottle_env5_14</td>\n",
|
1142 |
-
" </tr>\n",
|
1143 |
-
" <tr>\n",
|
1144 |
-
" <th>503186</th>\n",
|
1145 |
-
" <td>ROBOTIS/ffw_bg2_rev4_pick_coffee_bottle_env5_15</td>\n",
|
1146 |
-
" <td>https://huggingface.co/datasets/ROBOTIS/ffw_bg...</td>\n",
|
1147 |
-
" <td>0</td>\n",
|
1148 |
-
" <td>None</td>\n",
|
1149 |
-
" <td>apache-2.0</td>\n",
|
1150 |
-
" <td>LeRobot, ffw_bg2_rev4_custom, robotis</td>\n",
|
1151 |
-
" <td>robotics</td>\n",
|
1152 |
-
" <td>2025-09-19 06:29:40+00:00</td>\n",
|
1153 |
-
" <td>None</td>\n",
|
1154 |
-
" <td>dataset_readmes/ROBOTIS__ffw_bg2_rev4_pick_cof...</td>\n",
|
1155 |
-
" <td>299</td>\n",
|
1156 |
-
" <td>rich</td>\n",
|
1157 |
-
" <td>robotis/ffw_bg2_rev4_pick_coffee_bottle_env5_15</td>\n",
|
1158 |
-
" </tr>\n",
|
1159 |
-
" <tr>\n",
|
1160 |
-
" <th>503187</th>\n",
|
1161 |
-
" <td>Dongkkka/ffw_bg2_rev4_custom_0919_5</td>\n",
|
1162 |
-
" <td>https://huggingface.co/datasets/Dongkkka/ffw_b...</td>\n",
|
1163 |
-
" <td>0</td>\n",
|
1164 |
-
" <td>None</td>\n",
|
1165 |
-
" <td>apache-2.0</td>\n",
|
1166 |
-
" <td>LeRobot, ffw_bg2_rev4_custom, robotis</td>\n",
|
1167 |
-
" <td>robotics</td>\n",
|
1168 |
-
" <td>2025-09-19 06:30:53+00:00</td>\n",
|
1169 |
-
" <td>None</td>\n",
|
1170 |
-
" <td>dataset_readmes/Dongkkka__ffw_bg2_rev4_custom_...</td>\n",
|
1171 |
-
" <td>299</td>\n",
|
1172 |
-
" <td>rich</td>\n",
|
1173 |
-
" <td>dongkkka/ffw_bg2_rev4_custom_0919_5</td>\n",
|
1174 |
-
" </tr>\n",
|
1175 |
-
" <tr>\n",
|
1176 |
-
" <th>503188</th>\n",
|
1177 |
-
" <td>chenxing1234567890/eval_testZ1.2.1</td>\n",
|
1178 |
-
" <td>https://huggingface.co/datasets/chenxing123456...</td>\n",
|
1179 |
-
" <td>0</td>\n",
|
1180 |
-
" <td>None</td>\n",
|
1181 |
-
" <td>apache-2.0</td>\n",
|
1182 |
-
" <td>LeRobot, tutorial</td>\n",
|
1183 |
-
" <td>robotics</td>\n",
|
1184 |
-
" <td>2025-09-19 06:34:11+00:00</td>\n",
|
1185 |
-
" <td>None</td>\n",
|
1186 |
-
" <td>dataset_readmes/chenxing1234567890__eval_testZ...</td>\n",
|
1187 |
-
" <td>231</td>\n",
|
1188 |
-
" <td>rich</td>\n",
|
1189 |
-
" <td>chenxing1234567890/eval_testz1.2.1</td>\n",
|
1190 |
-
" </tr>\n",
|
1191 |
-
" <tr>\n",
|
1192 |
-
" <th>503189</th>\n",
|
1193 |
-
" <td>Dongkkka/ffw_bg2_rev4_custom_0919_6</td>\n",
|
1194 |
-
" <td>https://huggingface.co/datasets/Dongkkka/ffw_b...</td>\n",
|
1195 |
-
" <td>0</td>\n",
|
1196 |
-
" <td>None</td>\n",
|
1197 |
-
" <td>apache-2.0</td>\n",
|
1198 |
-
" <td>LeRobot, ffw_bg2_rev4_custom, robotis</td>\n",
|
1199 |
-
" <td>robotics</td>\n",
|
1200 |
-
" <td>2025-09-19 06:34:09+00:00</td>\n",
|
1201 |
-
" <td>None</td>\n",
|
1202 |
-
" <td>dataset_readmes/Dongkkka__ffw_bg2_rev4_custom_...</td>\n",
|
1203 |
-
" <td>299</td>\n",
|
1204 |
-
" <td>rich</td>\n",
|
1205 |
-
" <td>dongkkka/ffw_bg2_rev4_custom_0919_6</td>\n",
|
1206 |
-
" </tr>\n",
|
1207 |
-
" </tbody>\n",
|
1208 |
-
"</table>\n",
|
1209 |
-
"<p>503190 rows × 13 columns</p>\n",
|
1210 |
-
"</div>"
|
1211 |
-
],
|
1212 |
-
"text/plain": [
|
1213 |
-
" dataset_id \\\n",
|
1214 |
-
"0 akjadhav/leandojo-lean4-formal-informal-strings \n",
|
1215 |
-
"1 aemska/stuhl \n",
|
1216 |
-
"2 Pogpotatofarmer/memes \n",
|
1217 |
-
"3 Splend1dchan/NMSQA_sew-d-tiny-100k-ft-ls100h \n",
|
1218 |
-
"4 chamisfum/brain_tumor_3_classes \n",
|
1219 |
-
"... ... \n",
|
1220 |
-
"503185 ROBOTIS/ffw_bg2_rev4_pick_coffee_bottle_env5_14 \n",
|
1221 |
-
"503186 ROBOTIS/ffw_bg2_rev4_pick_coffee_bottle_env5_15 \n",
|
1222 |
-
"503187 Dongkkka/ffw_bg2_rev4_custom_0919_5 \n",
|
1223 |
-
"503188 chenxing1234567890/eval_testZ1.2.1 \n",
|
1224 |
-
"503189 Dongkkka/ffw_bg2_rev4_custom_0919_6 \n",
|
1225 |
-
"\n",
|
1226 |
-
" dataset_url downloads author \\\n",
|
1227 |
-
"0 https://huggingface.co/datasets/akjadhav/leand... 22 None \n",
|
1228 |
-
"1 https://huggingface.co/datasets/aemska/stuhl 11 None \n",
|
1229 |
-
"2 https://huggingface.co/datasets/Pogpotatofarme... 15 None \n",
|
1230 |
-
"3 https://huggingface.co/datasets/Splend1dchan/N... 11 None \n",
|
1231 |
-
"4 https://huggingface.co/datasets/chamisfum/brai... 8 None \n",
|
1232 |
-
"... ... ... ... \n",
|
1233 |
-
"503185 https://huggingface.co/datasets/ROBOTIS/ffw_bg... 0 None \n",
|
1234 |
-
"503186 https://huggingface.co/datasets/ROBOTIS/ffw_bg... 0 None \n",
|
1235 |
-
"503187 https://huggingface.co/datasets/Dongkkka/ffw_b... 0 None \n",
|
1236 |
-
"503188 https://huggingface.co/datasets/chenxing123456... 0 None \n",
|
1237 |
-
"503189 https://huggingface.co/datasets/Dongkkka/ffw_b... 0 None \n",
|
1238 |
-
"\n",
|
1239 |
-
" license tags task_categories \\\n",
|
1240 |
-
"0 None None None \n",
|
1241 |
-
"1 openrail None None \n",
|
1242 |
-
"2 cc None None \n",
|
1243 |
-
"3 None None None \n",
|
1244 |
-
"4 None None None \n",
|
1245 |
-
"... ... ... ... \n",
|
1246 |
-
"503185 apache-2.0 LeRobot, ffw_bg2_rev4_custom, robotis robotics \n",
|
1247 |
-
"503186 apache-2.0 LeRobot, ffw_bg2_rev4_custom, robotis robotics \n",
|
1248 |
-
"503187 apache-2.0 LeRobot, ffw_bg2_rev4_custom, robotis robotics \n",
|
1249 |
-
"503188 apache-2.0 LeRobot, tutorial robotics \n",
|
1250 |
-
"503189 apache-2.0 LeRobot, ffw_bg2_rev4_custom, robotis robotics \n",
|
1251 |
-
"\n",
|
1252 |
-
" last_modified reason \\\n",
|
1253 |
-
"0 2024-01-30 07:40:02+00:00 No metadata and no description \n",
|
1254 |
-
"1 2022-11-11 14:12:36+00:00 Short description (char count=0, words=0) \n",
|
1255 |
-
"2 2022-07-15 21:11:34+00:00 Short description (char count=0, words=0) \n",
|
1256 |
-
"3 None Failed to load card \n",
|
1257 |
-
"4 None Failed to load card \n",
|
1258 |
-
"... ... ... \n",
|
1259 |
-
"503185 2025-09-19 06:28:15+00:00 None \n",
|
1260 |
-
"503186 2025-09-19 06:29:40+00:00 None \n",
|
1261 |
-
"503187 2025-09-19 06:30:53+00:00 None \n",
|
1262 |
-
"503188 2025-09-19 06:34:11+00:00 None \n",
|
1263 |
-
"503189 2025-09-19 06:34:09+00:00 None \n",
|
1264 |
-
"\n",
|
1265 |
-
" readme_path word_count \\\n",
|
1266 |
-
"0 dataset_readmes/akjadhav__leandojo-lean4-forma... 0 \n",
|
1267 |
-
"1 dataset_readmes/aemska__stuhl_README.md 0 \n",
|
1268 |
-
"2 dataset_readmes/Pogpotatofarmer__memes_README.md 0 \n",
|
1269 |
-
"3 None 0 \n",
|
1270 |
-
"4 None 0 \n",
|
1271 |
-
"... ... ... \n",
|
1272 |
-
"503185 dataset_readmes/ROBOTIS__ffw_bg2_rev4_pick_cof... 299 \n",
|
1273 |
-
"503186 dataset_readmes/ROBOTIS__ffw_bg2_rev4_pick_cof... 299 \n",
|
1274 |
-
"503187 dataset_readmes/Dongkkka__ffw_bg2_rev4_custom_... 299 \n",
|
1275 |
-
"503188 dataset_readmes/chenxing1234567890__eval_testZ... 231 \n",
|
1276 |
-
"503189 dataset_readmes/Dongkkka__ffw_bg2_rev4_custom_... 299 \n",
|
1277 |
-
"\n",
|
1278 |
-
" category _dataset_id_lower \n",
|
1279 |
-
"0 minimal akjadhav/leandojo-lean4-formal-informal-strings \n",
|
1280 |
-
"1 minimal aemska/stuhl \n",
|
1281 |
-
"2 minimal pogpotatofarmer/memes \n",
|
1282 |
-
"3 minimal splend1dchan/nmsqa_sew-d-tiny-100k-ft-ls100h \n",
|
1283 |
-
"4 minimal chamisfum/brain_tumor_3_classes \n",
|
1284 |
-
"... ... ... \n",
|
1285 |
-
"503185 rich robotis/ffw_bg2_rev4_pick_coffee_bottle_env5_14 \n",
|
1286 |
-
"503186 rich robotis/ffw_bg2_rev4_pick_coffee_bottle_env5_15 \n",
|
1287 |
-
"503187 rich dongkkka/ffw_bg2_rev4_custom_0919_5 \n",
|
1288 |
-
"503188 rich chenxing1234567890/eval_testz1.2.1 \n",
|
1289 |
-
"503189 rich dongkkka/ffw_bg2_rev4_custom_0919_6 \n",
|
1290 |
-
"\n",
|
1291 |
-
"[503190 rows x 13 columns]"
|
1292 |
-
]
|
1293 |
-
},
|
1294 |
-
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|
1295 |
-
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|
1296 |
-
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|
1297 |
-
}
|
1298 |
-
],
|
1299 |
-
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|
1300 |
-
"merged_df"
|
1301 |
-
]
|
1302 |
-
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|
1303 |
-
{
|
1304 |
-
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|
1305 |
-
"execution_count": 27,
|
1306 |
-
"id": "2bc30fa7",
|
1307 |
-
"metadata": {},
|
1308 |
-
"outputs": [
|
1309 |
-
{
|
1310 |
-
"name": "stdout",
|
1311 |
-
"output_type": "stream",
|
1312 |
-
"text": [
|
1313 |
-
"(503190, 14)\n",
|
1314 |
-
" dataset_id \\\n",
|
1315 |
-
"0 akjadhav/leandojo-lean4-formal-informal-strings \n",
|
1316 |
-
"1 aemska/stuhl \n",
|
1317 |
-
"2 Pogpotatofarmer/memes \n",
|
1318 |
-
"3 Splend1dchan/NMSQA_sew-d-tiny-100k-ft-ls100h \n",
|
1319 |
-
"4 chamisfum/brain_tumor_3_classes \n",
|
1320 |
-
"\n",
|
1321 |
-
" dataset_url downloads author \\\n",
|
1322 |
-
"0 https://huggingface.co/datasets/akjadhav/leand... 22 None \n",
|
1323 |
-
"1 https://huggingface.co/datasets/aemska/stuhl 11 None \n",
|
1324 |
-
"2 https://huggingface.co/datasets/Pogpotatofarme... 15 None \n",
|
1325 |
-
"3 https://huggingface.co/datasets/Splend1dchan/N... 11 None \n",
|
1326 |
-
"4 https://huggingface.co/datasets/chamisfum/brai... 8 None \n",
|
1327 |
-
"\n",
|
1328 |
-
" license tags task_categories last_modified \\\n",
|
1329 |
-
"0 None None None 2024-01-30 07:40:02+00:00 \n",
|
1330 |
-
"1 openrail None None 2022-11-11 14:12:36+00:00 \n",
|
1331 |
-
"2 cc None None 2022-07-15 21:11:34+00:00 \n",
|
1332 |
-
"3 None None None None \n",
|
1333 |
-
"4 None None None None \n",
|
1334 |
-
"\n",
|
1335 |
-
" reason \\\n",
|
1336 |
-
"0 No metadata and no description \n",
|
1337 |
-
"1 Short description (char count=0, words=0) \n",
|
1338 |
-
"2 Short description (char count=0, words=0) \n",
|
1339 |
-
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|
1340 |
-
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|
1341 |
-
"\n",
|
1342 |
-
" readme_path word_count category \\\n",
|
1343 |
-
"0 dataset_readmes/akjadhav__leandojo-lean4-forma... 0 minimal \n",
|
1344 |
-
"1 dataset_readmes/aemska__stuhl_README.md 0 minimal \n",
|
1345 |
-
"2 dataset_readmes/Pogpotatofarmer__memes_README.md 0 minimal \n",
|
1346 |
-
"3 None 0 minimal \n",
|
1347 |
-
"4 None 0 minimal \n",
|
1348 |
-
"\n",
|
1349 |
-
" field keyword \n",
|
1350 |
-
"0 NaN NaN \n",
|
1351 |
-
"1 NaN NaN \n",
|
1352 |
-
"2 NaN NaN \n",
|
1353 |
-
"3 NaN NaN \n",
|
1354 |
-
"4 life_sciences brain \n"
|
1355 |
-
]
|
1356 |
-
}
|
1357 |
-
],
|
1358 |
-
"source": [
|
1359 |
-
"# Merge on lowercase columns to bring 'field' and 'keyword' from csv_df\n",
|
1360 |
-
"merged_df = merged_df.merge(\n",
|
1361 |
-
" csv_df[[\"_id_lower\", \"field\", \"keyword\"]],\n",
|
1362 |
-
" left_on=\"_dataset_id_lower\",\n",
|
1363 |
-
" right_on=\"_id_lower\",\n",
|
1364 |
-
" how=\"left\"\n",
|
1365 |
-
")\n",
|
1366 |
-
"\n",
|
1367 |
-
"# Drop the helper columns\n",
|
1368 |
-
"merged_df = merged_df.drop(columns=[\"_dataset_id_lower\", \"_id_lower\"])\n",
|
1369 |
-
"\n",
|
1370 |
-
"# Quick check\n",
|
1371 |
-
"print(merged_df.shape)\n",
|
1372 |
-
"print(merged_df.head())\n"
|
1373 |
-
]
|
1374 |
-
},
|
1375 |
-
{
|
1376 |
-
"cell_type": "code",
|
1377 |
-
"execution_count": 28,
|
1378 |
-
"id": "4b104aef",
|
1379 |
-
"metadata": {},
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1380 |
-
"outputs": [
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1381 |
-
{
|
1382 |
-
"data": {
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1383 |
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1398 |
-
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|
1399 |
-
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|
1400 |
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|
1401 |
-
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|
1402 |
-
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|
1403 |
-
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|
1404 |
-
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|
1405 |
-
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|
1406 |
-
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|
1407 |
-
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|
1408 |
-
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|
1409 |
-
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|
1410 |
-
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|
1411 |
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1412 |
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1413 |
-
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1414 |
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|
1415 |
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|
1416 |
-
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|
1417 |
-
" </thead>\n",
|
1418 |
-
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|
1419 |
-
" <tr>\n",
|
1420 |
-
" <th>0</th>\n",
|
1421 |
-
" <td>akjadhav/leandojo-lean4-formal-informal-strings</td>\n",
|
1422 |
-
" <td>https://huggingface.co/datasets/akjadhav/leand...</td>\n",
|
1423 |
-
" <td>22</td>\n",
|
1424 |
-
" <td>None</td>\n",
|
1425 |
-
" <td>None</td>\n",
|
1426 |
-
" <td>None</td>\n",
|
1427 |
-
" <td>None</td>\n",
|
1428 |
-
" <td>2024-01-30 07:40:02+00:00</td>\n",
|
1429 |
-
" <td>No metadata and no description</td>\n",
|
1430 |
-
" <td>dataset_readmes/akjadhav__leandojo-lean4-forma...</td>\n",
|
1431 |
-
" <td>0</td>\n",
|
1432 |
-
" <td>minimal</td>\n",
|
1433 |
-
" <td>NaN</td>\n",
|
1434 |
-
" <td>NaN</td>\n",
|
1435 |
-
" </tr>\n",
|
1436 |
-
" <tr>\n",
|
1437 |
-
" <th>1</th>\n",
|
1438 |
-
" <td>aemska/stuhl</td>\n",
|
1439 |
-
" <td>https://huggingface.co/datasets/aemska/stuhl</td>\n",
|
1440 |
-
" <td>11</td>\n",
|
1441 |
-
" <td>None</td>\n",
|
1442 |
-
" <td>openrail</td>\n",
|
1443 |
-
" <td>None</td>\n",
|
1444 |
-
" <td>None</td>\n",
|
1445 |
-
" <td>2022-11-11 14:12:36+00:00</td>\n",
|
1446 |
-
" <td>Short description (char count=0, words=0)</td>\n",
|
1447 |
-
" <td>dataset_readmes/aemska__stuhl_README.md</td>\n",
|
1448 |
-
" <td>0</td>\n",
|
1449 |
-
" <td>minimal</td>\n",
|
1450 |
-
" <td>NaN</td>\n",
|
1451 |
-
" <td>NaN</td>\n",
|
1452 |
-
" </tr>\n",
|
1453 |
-
" <tr>\n",
|
1454 |
-
" <th>2</th>\n",
|
1455 |
-
" <td>Pogpotatofarmer/memes</td>\n",
|
1456 |
-
" <td>https://huggingface.co/datasets/Pogpotatofarme...</td>\n",
|
1457 |
-
" <td>15</td>\n",
|
1458 |
-
" <td>None</td>\n",
|
1459 |
-
" <td>cc</td>\n",
|
1460 |
-
" <td>None</td>\n",
|
1461 |
-
" <td>None</td>\n",
|
1462 |
-
" <td>2022-07-15 21:11:34+00:00</td>\n",
|
1463 |
-
" <td>Short description (char count=0, words=0)</td>\n",
|
1464 |
-
" <td>dataset_readmes/Pogpotatofarmer__memes_README.md</td>\n",
|
1465 |
-
" <td>0</td>\n",
|
1466 |
-
" <td>minimal</td>\n",
|
1467 |
-
" <td>NaN</td>\n",
|
1468 |
-
" <td>NaN</td>\n",
|
1469 |
-
" </tr>\n",
|
1470 |
-
" <tr>\n",
|
1471 |
-
" <th>3</th>\n",
|
1472 |
-
" <td>Splend1dchan/NMSQA_sew-d-tiny-100k-ft-ls100h</td>\n",
|
1473 |
-
" <td>https://huggingface.co/datasets/Splend1dchan/N...</td>\n",
|
1474 |
-
" <td>11</td>\n",
|
1475 |
-
" <td>None</td>\n",
|
1476 |
-
" <td>None</td>\n",
|
1477 |
-
" <td>None</td>\n",
|
1478 |
-
" <td>None</td>\n",
|
1479 |
-
" <td>None</td>\n",
|
1480 |
-
" <td>Failed to load card</td>\n",
|
1481 |
-
" <td>None</td>\n",
|
1482 |
-
" <td>0</td>\n",
|
1483 |
-
" <td>minimal</td>\n",
|
1484 |
-
" <td>NaN</td>\n",
|
1485 |
-
" <td>NaN</td>\n",
|
1486 |
-
" </tr>\n",
|
1487 |
-
" <tr>\n",
|
1488 |
-
" <th>4</th>\n",
|
1489 |
-
" <td>chamisfum/brain_tumor_3_classes</td>\n",
|
1490 |
-
" <td>https://huggingface.co/datasets/chamisfum/brai...</td>\n",
|
1491 |
-
" <td>8</td>\n",
|
1492 |
-
" <td>None</td>\n",
|
1493 |
-
" <td>None</td>\n",
|
1494 |
-
" <td>None</td>\n",
|
1495 |
-
" <td>None</td>\n",
|
1496 |
-
" <td>None</td>\n",
|
1497 |
-
" <td>Failed to load card</td>\n",
|
1498 |
-
" <td>None</td>\n",
|
1499 |
-
" <td>0</td>\n",
|
1500 |
-
" <td>minimal</td>\n",
|
1501 |
-
" <td>life_sciences</td>\n",
|
1502 |
-
" <td>brain</td>\n",
|
1503 |
-
" </tr>\n",
|
1504 |
-
" <tr>\n",
|
1505 |
-
" <th>...</th>\n",
|
1506 |
-
" <td>...</td>\n",
|
1507 |
-
" <td>...</td>\n",
|
1508 |
-
" <td>...</td>\n",
|
1509 |
-
" <td>...</td>\n",
|
1510 |
-
" <td>...</td>\n",
|
1511 |
-
" <td>...</td>\n",
|
1512 |
-
" <td>...</td>\n",
|
1513 |
-
" <td>...</td>\n",
|
1514 |
-
" <td>...</td>\n",
|
1515 |
-
" <td>...</td>\n",
|
1516 |
-
" <td>...</td>\n",
|
1517 |
-
" <td>...</td>\n",
|
1518 |
-
" <td>...</td>\n",
|
1519 |
-
" <td>...</td>\n",
|
1520 |
-
" </tr>\n",
|
1521 |
-
" <tr>\n",
|
1522 |
-
" <th>503185</th>\n",
|
1523 |
-
" <td>ROBOTIS/ffw_bg2_rev4_pick_coffee_bottle_env5_14</td>\n",
|
1524 |
-
" <td>https://huggingface.co/datasets/ROBOTIS/ffw_bg...</td>\n",
|
1525 |
-
" <td>0</td>\n",
|
1526 |
-
" <td>None</td>\n",
|
1527 |
-
" <td>apache-2.0</td>\n",
|
1528 |
-
" <td>LeRobot, ffw_bg2_rev4_custom, robotis</td>\n",
|
1529 |
-
" <td>robotics</td>\n",
|
1530 |
-
" <td>2025-09-19 06:28:15+00:00</td>\n",
|
1531 |
-
" <td>None</td>\n",
|
1532 |
-
" <td>dataset_readmes/ROBOTIS__ffw_bg2_rev4_pick_cof...</td>\n",
|
1533 |
-
" <td>299</td>\n",
|
1534 |
-
" <td>rich</td>\n",
|
1535 |
-
" <td>NaN</td>\n",
|
1536 |
-
" <td>NaN</td>\n",
|
1537 |
-
" </tr>\n",
|
1538 |
-
" <tr>\n",
|
1539 |
-
" <th>503186</th>\n",
|
1540 |
-
" <td>ROBOTIS/ffw_bg2_rev4_pick_coffee_bottle_env5_15</td>\n",
|
1541 |
-
" <td>https://huggingface.co/datasets/ROBOTIS/ffw_bg...</td>\n",
|
1542 |
-
" <td>0</td>\n",
|
1543 |
-
" <td>None</td>\n",
|
1544 |
-
" <td>apache-2.0</td>\n",
|
1545 |
-
" <td>LeRobot, ffw_bg2_rev4_custom, robotis</td>\n",
|
1546 |
-
" <td>robotics</td>\n",
|
1547 |
-
" <td>2025-09-19 06:29:40+00:00</td>\n",
|
1548 |
-
" <td>None</td>\n",
|
1549 |
-
" <td>dataset_readmes/ROBOTIS__ffw_bg2_rev4_pick_cof...</td>\n",
|
1550 |
-
" <td>299</td>\n",
|
1551 |
-
" <td>rich</td>\n",
|
1552 |
-
" <td>NaN</td>\n",
|
1553 |
-
" <td>NaN</td>\n",
|
1554 |
-
" </tr>\n",
|
1555 |
-
" <tr>\n",
|
1556 |
-
" <th>503187</th>\n",
|
1557 |
-
" <td>Dongkkka/ffw_bg2_rev4_custom_0919_5</td>\n",
|
1558 |
-
" <td>https://huggingface.co/datasets/Dongkkka/ffw_b...</td>\n",
|
1559 |
-
" <td>0</td>\n",
|
1560 |
-
" <td>None</td>\n",
|
1561 |
-
" <td>apache-2.0</td>\n",
|
1562 |
-
" <td>LeRobot, ffw_bg2_rev4_custom, robotis</td>\n",
|
1563 |
-
" <td>robotics</td>\n",
|
1564 |
-
" <td>2025-09-19 06:30:53+00:00</td>\n",
|
1565 |
-
" <td>None</td>\n",
|
1566 |
-
" <td>dataset_readmes/Dongkkka__ffw_bg2_rev4_custom_...</td>\n",
|
1567 |
-
" <td>299</td>\n",
|
1568 |
-
" <td>rich</td>\n",
|
1569 |
-
" <td>NaN</td>\n",
|
1570 |
-
" <td>NaN</td>\n",
|
1571 |
-
" </tr>\n",
|
1572 |
-
" <tr>\n",
|
1573 |
-
" <th>503188</th>\n",
|
1574 |
-
" <td>chenxing1234567890/eval_testZ1.2.1</td>\n",
|
1575 |
-
" <td>https://huggingface.co/datasets/chenxing123456...</td>\n",
|
1576 |
-
" <td>0</td>\n",
|
1577 |
-
" <td>None</td>\n",
|
1578 |
-
" <td>apache-2.0</td>\n",
|
1579 |
-
" <td>LeRobot, tutorial</td>\n",
|
1580 |
-
" <td>robotics</td>\n",
|
1581 |
-
" <td>2025-09-19 06:34:11+00:00</td>\n",
|
1582 |
-
" <td>None</td>\n",
|
1583 |
-
" <td>dataset_readmes/chenxing1234567890__eval_testZ...</td>\n",
|
1584 |
-
" <td>231</td>\n",
|
1585 |
-
" <td>rich</td>\n",
|
1586 |
-
" <td>NaN</td>\n",
|
1587 |
-
" <td>NaN</td>\n",
|
1588 |
-
" </tr>\n",
|
1589 |
-
" <tr>\n",
|
1590 |
-
" <th>503189</th>\n",
|
1591 |
-
" <td>Dongkkka/ffw_bg2_rev4_custom_0919_6</td>\n",
|
1592 |
-
" <td>https://huggingface.co/datasets/Dongkkka/ffw_b...</td>\n",
|
1593 |
-
" <td>0</td>\n",
|
1594 |
-
" <td>None</td>\n",
|
1595 |
-
" <td>apache-2.0</td>\n",
|
1596 |
-
" <td>LeRobot, ffw_bg2_rev4_custom, robotis</td>\n",
|
1597 |
-
" <td>robotics</td>\n",
|
1598 |
-
" <td>2025-09-19 06:34:09+00:00</td>\n",
|
1599 |
-
" <td>None</td>\n",
|
1600 |
-
" <td>dataset_readmes/Dongkkka__ffw_bg2_rev4_custom_...</td>\n",
|
1601 |
-
" <td>299</td>\n",
|
1602 |
-
" <td>rich</td>\n",
|
1603 |
-
" <td>NaN</td>\n",
|
1604 |
-
" <td>NaN</td>\n",
|
1605 |
-
" </tr>\n",
|
1606 |
-
" </tbody>\n",
|
1607 |
-
"</table>\n",
|
1608 |
-
"<p>503190 rows × 14 columns</p>\n",
|
1609 |
-
"</div>"
|
1610 |
-
],
|
1611 |
-
"text/plain": [
|
1612 |
-
" dataset_id \\\n",
|
1613 |
-
"0 akjadhav/leandojo-lean4-formal-informal-strings \n",
|
1614 |
-
"1 aemska/stuhl \n",
|
1615 |
-
"2 Pogpotatofarmer/memes \n",
|
1616 |
-
"3 Splend1dchan/NMSQA_sew-d-tiny-100k-ft-ls100h \n",
|
1617 |
-
"4 chamisfum/brain_tumor_3_classes \n",
|
1618 |
-
"... ... \n",
|
1619 |
-
"503185 ROBOTIS/ffw_bg2_rev4_pick_coffee_bottle_env5_14 \n",
|
1620 |
-
"503186 ROBOTIS/ffw_bg2_rev4_pick_coffee_bottle_env5_15 \n",
|
1621 |
-
"503187 Dongkkka/ffw_bg2_rev4_custom_0919_5 \n",
|
1622 |
-
"503188 chenxing1234567890/eval_testZ1.2.1 \n",
|
1623 |
-
"503189 Dongkkka/ffw_bg2_rev4_custom_0919_6 \n",
|
1624 |
-
"\n",
|
1625 |
-
" dataset_url downloads author \\\n",
|
1626 |
-
"0 https://huggingface.co/datasets/akjadhav/leand... 22 None \n",
|
1627 |
-
"1 https://huggingface.co/datasets/aemska/stuhl 11 None \n",
|
1628 |
-
"2 https://huggingface.co/datasets/Pogpotatofarme... 15 None \n",
|
1629 |
-
"3 https://huggingface.co/datasets/Splend1dchan/N... 11 None \n",
|
1630 |
-
"4 https://huggingface.co/datasets/chamisfum/brai... 8 None \n",
|
1631 |
-
"... ... ... ... \n",
|
1632 |
-
"503185 https://huggingface.co/datasets/ROBOTIS/ffw_bg... 0 None \n",
|
1633 |
-
"503186 https://huggingface.co/datasets/ROBOTIS/ffw_bg... 0 None \n",
|
1634 |
-
"503187 https://huggingface.co/datasets/Dongkkka/ffw_b... 0 None \n",
|
1635 |
-
"503188 https://huggingface.co/datasets/chenxing123456... 0 None \n",
|
1636 |
-
"503189 https://huggingface.co/datasets/Dongkkka/ffw_b... 0 None \n",
|
1637 |
-
"\n",
|
1638 |
-
" license tags task_categories \\\n",
|
1639 |
-
"0 None None None \n",
|
1640 |
-
"1 openrail None None \n",
|
1641 |
-
"2 cc None None \n",
|
1642 |
-
"3 None None None \n",
|
1643 |
-
"4 None None None \n",
|
1644 |
-
"... ... ... ... \n",
|
1645 |
-
"503185 apache-2.0 LeRobot, ffw_bg2_rev4_custom, robotis robotics \n",
|
1646 |
-
"503186 apache-2.0 LeRobot, ffw_bg2_rev4_custom, robotis robotics \n",
|
1647 |
-
"503187 apache-2.0 LeRobot, ffw_bg2_rev4_custom, robotis robotics \n",
|
1648 |
-
"503188 apache-2.0 LeRobot, tutorial robotics \n",
|
1649 |
-
"503189 apache-2.0 LeRobot, ffw_bg2_rev4_custom, robotis robotics \n",
|
1650 |
-
"\n",
|
1651 |
-
" last_modified reason \\\n",
|
1652 |
-
"0 2024-01-30 07:40:02+00:00 No metadata and no description \n",
|
1653 |
-
"1 2022-11-11 14:12:36+00:00 Short description (char count=0, words=0) \n",
|
1654 |
-
"2 2022-07-15 21:11:34+00:00 Short description (char count=0, words=0) \n",
|
1655 |
-
"3 None Failed to load card \n",
|
1656 |
-
"4 None Failed to load card \n",
|
1657 |
-
"... ... ... \n",
|
1658 |
-
"503185 2025-09-19 06:28:15+00:00 None \n",
|
1659 |
-
"503186 2025-09-19 06:29:40+00:00 None \n",
|
1660 |
-
"503187 2025-09-19 06:30:53+00:00 None \n",
|
1661 |
-
"503188 2025-09-19 06:34:11+00:00 None \n",
|
1662 |
-
"503189 2025-09-19 06:34:09+00:00 None \n",
|
1663 |
-
"\n",
|
1664 |
-
" readme_path word_count \\\n",
|
1665 |
-
"0 dataset_readmes/akjadhav__leandojo-lean4-forma... 0 \n",
|
1666 |
-
"1 dataset_readmes/aemska__stuhl_README.md 0 \n",
|
1667 |
-
"2 dataset_readmes/Pogpotatofarmer__memes_README.md 0 \n",
|
1668 |
-
"3 None 0 \n",
|
1669 |
-
"4 None 0 \n",
|
1670 |
-
"... ... ... \n",
|
1671 |
-
"503185 dataset_readmes/ROBOTIS__ffw_bg2_rev4_pick_cof... 299 \n",
|
1672 |
-
"503186 dataset_readmes/ROBOTIS__ffw_bg2_rev4_pick_cof... 299 \n",
|
1673 |
-
"503187 dataset_readmes/Dongkkka__ffw_bg2_rev4_custom_... 299 \n",
|
1674 |
-
"503188 dataset_readmes/chenxing1234567890__eval_testZ... 231 \n",
|
1675 |
-
"503189 dataset_readmes/Dongkkka__ffw_bg2_rev4_custom_... 299 \n",
|
1676 |
-
"\n",
|
1677 |
-
" category field keyword \n",
|
1678 |
-
"0 minimal NaN NaN \n",
|
1679 |
-
"1 minimal NaN NaN \n",
|
1680 |
-
"2 minimal NaN NaN \n",
|
1681 |
-
"3 minimal NaN NaN \n",
|
1682 |
-
"4 minimal life_sciences brain \n",
|
1683 |
-
"... ... ... ... \n",
|
1684 |
-
"503185 rich NaN NaN \n",
|
1685 |
-
"503186 rich NaN NaN \n",
|
1686 |
-
"503187 rich NaN NaN \n",
|
1687 |
-
"503188 rich NaN NaN \n",
|
1688 |
-
"503189 rich NaN NaN \n",
|
1689 |
-
"\n",
|
1690 |
-
"[503190 rows x 14 columns]"
|
1691 |
-
]
|
1692 |
-
},
|
1693 |
-
"execution_count": 28,
|
1694 |
-
"metadata": {},
|
1695 |
-
"output_type": "execute_result"
|
1696 |
-
}
|
1697 |
-
],
|
1698 |
-
"source": [
|
1699 |
-
"merged_df"
|
1700 |
-
]
|
1701 |
-
},
|
1702 |
-
{
|
1703 |
-
"cell_type": "code",
|
1704 |
-
"execution_count": 30,
|
1705 |
-
"id": "69ec9289",
|
1706 |
-
"metadata": {},
|
1707 |
-
"outputs": [
|
1708 |
-
{
|
1709 |
-
"name": "stdout",
|
1710 |
-
"output_type": "stream",
|
1711 |
-
"text": [
|
1712 |
-
"Number of rows with a value in 'science' column: 4040\n"
|
1713 |
-
]
|
1714 |
-
}
|
1715 |
-
],
|
1716 |
-
"source": [
|
1717 |
-
"import numpy as np\n",
|
1718 |
-
"\n",
|
1719 |
-
"# Replace all None with np.nan\n",
|
1720 |
-
"merged_df = merged_df.replace({None: np.nan})\n",
|
1721 |
-
"\n",
|
1722 |
-
"# Count rows where 'science' column has a value (not NaN)\n",
|
1723 |
-
"science_count = merged_df[\"field\"].notna().sum()\n",
|
1724 |
-
"\n",
|
1725 |
-
"print(f\"Number of rows with a value in 'science' column: {science_count}\")\n"
|
1726 |
-
]
|
1727 |
-
},
|
1728 |
-
{
|
1729 |
-
"cell_type": "code",
|
1730 |
-
"execution_count": 31,
|
1731 |
-
"id": "b0d58ceb",
|
1732 |
-
"metadata": {},
|
1733 |
-
"outputs": [
|
1734 |
-
{
|
1735 |
-
"data": {
|
1736 |
-
"text/html": [
|
1737 |
-
"<div>\n",
|
1738 |
-
"<style scoped>\n",
|
1739 |
-
" .dataframe tbody tr th:only-of-type {\n",
|
1740 |
-
" vertical-align: middle;\n",
|
1741 |
-
" }\n",
|
1742 |
-
"\n",
|
1743 |
-
" .dataframe tbody tr th {\n",
|
1744 |
-
" vertical-align: top;\n",
|
1745 |
-
" }\n",
|
1746 |
-
"\n",
|
1747 |
-
" .dataframe thead th {\n",
|
1748 |
-
" text-align: right;\n",
|
1749 |
-
" }\n",
|
1750 |
-
"</style>\n",
|
1751 |
-
"<table border=\"1\" class=\"dataframe\">\n",
|
1752 |
-
" <thead>\n",
|
1753 |
-
" <tr style=\"text-align: right;\">\n",
|
1754 |
-
" <th></th>\n",
|
1755 |
-
" <th>dataset_id</th>\n",
|
1756 |
-
" <th>dataset_url</th>\n",
|
1757 |
-
" <th>downloads</th>\n",
|
1758 |
-
" <th>author</th>\n",
|
1759 |
-
" <th>license</th>\n",
|
1760 |
-
" <th>tags</th>\n",
|
1761 |
-
" <th>task_categories</th>\n",
|
1762 |
-
" <th>last_modified</th>\n",
|
1763 |
-
" <th>reason</th>\n",
|
1764 |
-
" <th>readme_path</th>\n",
|
1765 |
-
" <th>word_count</th>\n",
|
1766 |
-
" <th>category</th>\n",
|
1767 |
-
" <th>field</th>\n",
|
1768 |
-
" <th>keyword</th>\n",
|
1769 |
-
" </tr>\n",
|
1770 |
-
" </thead>\n",
|
1771 |
-
" <tbody>\n",
|
1772 |
-
" <tr>\n",
|
1773 |
-
" <th>0</th>\n",
|
1774 |
-
" <td>akjadhav/leandojo-lean4-formal-informal-strings</td>\n",
|
1775 |
-
" <td>https://huggingface.co/datasets/akjadhav/leand...</td>\n",
|
1776 |
-
" <td>22</td>\n",
|
1777 |
-
" <td>NaN</td>\n",
|
1778 |
-
" <td>NaN</td>\n",
|
1779 |
-
" <td>NaN</td>\n",
|
1780 |
-
" <td>NaN</td>\n",
|
1781 |
-
" <td>2024-01-30 07:40:02+00:00</td>\n",
|
1782 |
-
" <td>No metadata and no description</td>\n",
|
1783 |
-
" <td>dataset_readmes/akjadhav__leandojo-lean4-forma...</td>\n",
|
1784 |
-
" <td>0</td>\n",
|
1785 |
-
" <td>minimal</td>\n",
|
1786 |
-
" <td>NaN</td>\n",
|
1787 |
-
" <td>NaN</td>\n",
|
1788 |
-
" </tr>\n",
|
1789 |
-
" <tr>\n",
|
1790 |
-
" <th>1</th>\n",
|
1791 |
-
" <td>aemska/stuhl</td>\n",
|
1792 |
-
" <td>https://huggingface.co/datasets/aemska/stuhl</td>\n",
|
1793 |
-
" <td>11</td>\n",
|
1794 |
-
" <td>NaN</td>\n",
|
1795 |
-
" <td>openrail</td>\n",
|
1796 |
-
" <td>NaN</td>\n",
|
1797 |
-
" <td>NaN</td>\n",
|
1798 |
-
" <td>2022-11-11 14:12:36+00:00</td>\n",
|
1799 |
-
" <td>Short description (char count=0, words=0)</td>\n",
|
1800 |
-
" <td>dataset_readmes/aemska__stuhl_README.md</td>\n",
|
1801 |
-
" <td>0</td>\n",
|
1802 |
-
" <td>minimal</td>\n",
|
1803 |
-
" <td>NaN</td>\n",
|
1804 |
-
" <td>NaN</td>\n",
|
1805 |
-
" </tr>\n",
|
1806 |
-
" <tr>\n",
|
1807 |
-
" <th>2</th>\n",
|
1808 |
-
" <td>Pogpotatofarmer/memes</td>\n",
|
1809 |
-
" <td>https://huggingface.co/datasets/Pogpotatofarme...</td>\n",
|
1810 |
-
" <td>15</td>\n",
|
1811 |
-
" <td>NaN</td>\n",
|
1812 |
-
" <td>cc</td>\n",
|
1813 |
-
" <td>NaN</td>\n",
|
1814 |
-
" <td>NaN</td>\n",
|
1815 |
-
" <td>2022-07-15 21:11:34+00:00</td>\n",
|
1816 |
-
" <td>Short description (char count=0, words=0)</td>\n",
|
1817 |
-
" <td>dataset_readmes/Pogpotatofarmer__memes_README.md</td>\n",
|
1818 |
-
" <td>0</td>\n",
|
1819 |
-
" <td>minimal</td>\n",
|
1820 |
-
" <td>NaN</td>\n",
|
1821 |
-
" <td>NaN</td>\n",
|
1822 |
-
" </tr>\n",
|
1823 |
-
" <tr>\n",
|
1824 |
-
" <th>3</th>\n",
|
1825 |
-
" <td>Splend1dchan/NMSQA_sew-d-tiny-100k-ft-ls100h</td>\n",
|
1826 |
-
" <td>https://huggingface.co/datasets/Splend1dchan/N...</td>\n",
|
1827 |
-
" <td>11</td>\n",
|
1828 |
-
" <td>NaN</td>\n",
|
1829 |
-
" <td>NaN</td>\n",
|
1830 |
-
" <td>NaN</td>\n",
|
1831 |
-
" <td>NaN</td>\n",
|
1832 |
-
" <td>NaN</td>\n",
|
1833 |
-
" <td>Failed to load card</td>\n",
|
1834 |
-
" <td>NaN</td>\n",
|
1835 |
-
" <td>0</td>\n",
|
1836 |
-
" <td>minimal</td>\n",
|
1837 |
-
" <td>NaN</td>\n",
|
1838 |
-
" <td>NaN</td>\n",
|
1839 |
-
" </tr>\n",
|
1840 |
-
" <tr>\n",
|
1841 |
-
" <th>4</th>\n",
|
1842 |
-
" <td>chamisfum/brain_tumor_3_classes</td>\n",
|
1843 |
-
" <td>https://huggingface.co/datasets/chamisfum/brai...</td>\n",
|
1844 |
-
" <td>8</td>\n",
|
1845 |
-
" <td>NaN</td>\n",
|
1846 |
-
" <td>NaN</td>\n",
|
1847 |
-
" <td>NaN</td>\n",
|
1848 |
-
" <td>NaN</td>\n",
|
1849 |
-
" <td>NaN</td>\n",
|
1850 |
-
" <td>Failed to load card</td>\n",
|
1851 |
-
" <td>NaN</td>\n",
|
1852 |
-
" <td>0</td>\n",
|
1853 |
-
" <td>minimal</td>\n",
|
1854 |
-
" <td>life_sciences</td>\n",
|
1855 |
-
" <td>brain</td>\n",
|
1856 |
-
" </tr>\n",
|
1857 |
-
" <tr>\n",
|
1858 |
-
" <th>...</th>\n",
|
1859 |
-
" <td>...</td>\n",
|
1860 |
-
" <td>...</td>\n",
|
1861 |
-
" <td>...</td>\n",
|
1862 |
-
" <td>...</td>\n",
|
1863 |
-
" <td>...</td>\n",
|
1864 |
-
" <td>...</td>\n",
|
1865 |
-
" <td>...</td>\n",
|
1866 |
-
" <td>...</td>\n",
|
1867 |
-
" <td>...</td>\n",
|
1868 |
-
" <td>...</td>\n",
|
1869 |
-
" <td>...</td>\n",
|
1870 |
-
" <td>...</td>\n",
|
1871 |
-
" <td>...</td>\n",
|
1872 |
-
" <td>...</td>\n",
|
1873 |
-
" </tr>\n",
|
1874 |
-
" <tr>\n",
|
1875 |
-
" <th>503185</th>\n",
|
1876 |
-
" <td>ROBOTIS/ffw_bg2_rev4_pick_coffee_bottle_env5_14</td>\n",
|
1877 |
-
" <td>https://huggingface.co/datasets/ROBOTIS/ffw_bg...</td>\n",
|
1878 |
-
" <td>0</td>\n",
|
1879 |
-
" <td>NaN</td>\n",
|
1880 |
-
" <td>apache-2.0</td>\n",
|
1881 |
-
" <td>LeRobot, ffw_bg2_rev4_custom, robotis</td>\n",
|
1882 |
-
" <td>robotics</td>\n",
|
1883 |
-
" <td>2025-09-19 06:28:15+00:00</td>\n",
|
1884 |
-
" <td>NaN</td>\n",
|
1885 |
-
" <td>dataset_readmes/ROBOTIS__ffw_bg2_rev4_pick_cof...</td>\n",
|
1886 |
-
" <td>299</td>\n",
|
1887 |
-
" <td>rich</td>\n",
|
1888 |
-
" <td>NaN</td>\n",
|
1889 |
-
" <td>NaN</td>\n",
|
1890 |
-
" </tr>\n",
|
1891 |
-
" <tr>\n",
|
1892 |
-
" <th>503186</th>\n",
|
1893 |
-
" <td>ROBOTIS/ffw_bg2_rev4_pick_coffee_bottle_env5_15</td>\n",
|
1894 |
-
" <td>https://huggingface.co/datasets/ROBOTIS/ffw_bg...</td>\n",
|
1895 |
-
" <td>0</td>\n",
|
1896 |
-
" <td>NaN</td>\n",
|
1897 |
-
" <td>apache-2.0</td>\n",
|
1898 |
-
" <td>LeRobot, ffw_bg2_rev4_custom, robotis</td>\n",
|
1899 |
-
" <td>robotics</td>\n",
|
1900 |
-
" <td>2025-09-19 06:29:40+00:00</td>\n",
|
1901 |
-
" <td>NaN</td>\n",
|
1902 |
-
" <td>dataset_readmes/ROBOTIS__ffw_bg2_rev4_pick_cof...</td>\n",
|
1903 |
-
" <td>299</td>\n",
|
1904 |
-
" <td>rich</td>\n",
|
1905 |
-
" <td>NaN</td>\n",
|
1906 |
-
" <td>NaN</td>\n",
|
1907 |
-
" </tr>\n",
|
1908 |
-
" <tr>\n",
|
1909 |
-
" <th>503187</th>\n",
|
1910 |
-
" <td>Dongkkka/ffw_bg2_rev4_custom_0919_5</td>\n",
|
1911 |
-
" <td>https://huggingface.co/datasets/Dongkkka/ffw_b...</td>\n",
|
1912 |
-
" <td>0</td>\n",
|
1913 |
-
" <td>NaN</td>\n",
|
1914 |
-
" <td>apache-2.0</td>\n",
|
1915 |
-
" <td>LeRobot, ffw_bg2_rev4_custom, robotis</td>\n",
|
1916 |
-
" <td>robotics</td>\n",
|
1917 |
-
" <td>2025-09-19 06:30:53+00:00</td>\n",
|
1918 |
-
" <td>NaN</td>\n",
|
1919 |
-
" <td>dataset_readmes/Dongkkka__ffw_bg2_rev4_custom_...</td>\n",
|
1920 |
-
" <td>299</td>\n",
|
1921 |
-
" <td>rich</td>\n",
|
1922 |
-
" <td>NaN</td>\n",
|
1923 |
-
" <td>NaN</td>\n",
|
1924 |
-
" </tr>\n",
|
1925 |
-
" <tr>\n",
|
1926 |
-
" <th>503188</th>\n",
|
1927 |
-
" <td>chenxing1234567890/eval_testZ1.2.1</td>\n",
|
1928 |
-
" <td>https://huggingface.co/datasets/chenxing123456...</td>\n",
|
1929 |
-
" <td>0</td>\n",
|
1930 |
-
" <td>NaN</td>\n",
|
1931 |
-
" <td>apache-2.0</td>\n",
|
1932 |
-
" <td>LeRobot, tutorial</td>\n",
|
1933 |
-
" <td>robotics</td>\n",
|
1934 |
-
" <td>2025-09-19 06:34:11+00:00</td>\n",
|
1935 |
-
" <td>NaN</td>\n",
|
1936 |
-
" <td>dataset_readmes/chenxing1234567890__eval_testZ...</td>\n",
|
1937 |
-
" <td>231</td>\n",
|
1938 |
-
" <td>rich</td>\n",
|
1939 |
-
" <td>NaN</td>\n",
|
1940 |
-
" <td>NaN</td>\n",
|
1941 |
-
" </tr>\n",
|
1942 |
-
" <tr>\n",
|
1943 |
-
" <th>503189</th>\n",
|
1944 |
-
" <td>Dongkkka/ffw_bg2_rev4_custom_0919_6</td>\n",
|
1945 |
-
" <td>https://huggingface.co/datasets/Dongkkka/ffw_b...</td>\n",
|
1946 |
-
" <td>0</td>\n",
|
1947 |
-
" <td>NaN</td>\n",
|
1948 |
-
" <td>apache-2.0</td>\n",
|
1949 |
-
" <td>LeRobot, ffw_bg2_rev4_custom, robotis</td>\n",
|
1950 |
-
" <td>robotics</td>\n",
|
1951 |
-
" <td>2025-09-19 06:34:09+00:00</td>\n",
|
1952 |
-
" <td>NaN</td>\n",
|
1953 |
-
" <td>dataset_readmes/Dongkkka__ffw_bg2_rev4_custom_...</td>\n",
|
1954 |
-
" <td>299</td>\n",
|
1955 |
-
" <td>rich</td>\n",
|
1956 |
-
" <td>NaN</td>\n",
|
1957 |
-
" <td>NaN</td>\n",
|
1958 |
-
" </tr>\n",
|
1959 |
-
" </tbody>\n",
|
1960 |
-
"</table>\n",
|
1961 |
-
"<p>503190 rows × 14 columns</p>\n",
|
1962 |
-
"</div>"
|
1963 |
-
],
|
1964 |
-
"text/plain": [
|
1965 |
-
" dataset_id \\\n",
|
1966 |
-
"0 akjadhav/leandojo-lean4-formal-informal-strings \n",
|
1967 |
-
"1 aemska/stuhl \n",
|
1968 |
-
"2 Pogpotatofarmer/memes \n",
|
1969 |
-
"3 Splend1dchan/NMSQA_sew-d-tiny-100k-ft-ls100h \n",
|
1970 |
-
"4 chamisfum/brain_tumor_3_classes \n",
|
1971 |
-
"... ... \n",
|
1972 |
-
"503185 ROBOTIS/ffw_bg2_rev4_pick_coffee_bottle_env5_14 \n",
|
1973 |
-
"503186 ROBOTIS/ffw_bg2_rev4_pick_coffee_bottle_env5_15 \n",
|
1974 |
-
"503187 Dongkkka/ffw_bg2_rev4_custom_0919_5 \n",
|
1975 |
-
"503188 chenxing1234567890/eval_testZ1.2.1 \n",
|
1976 |
-
"503189 Dongkkka/ffw_bg2_rev4_custom_0919_6 \n",
|
1977 |
-
"\n",
|
1978 |
-
" dataset_url downloads author \\\n",
|
1979 |
-
"0 https://huggingface.co/datasets/akjadhav/leand... 22 NaN \n",
|
1980 |
-
"1 https://huggingface.co/datasets/aemska/stuhl 11 NaN \n",
|
1981 |
-
"2 https://huggingface.co/datasets/Pogpotatofarme... 15 NaN \n",
|
1982 |
-
"3 https://huggingface.co/datasets/Splend1dchan/N... 11 NaN \n",
|
1983 |
-
"4 https://huggingface.co/datasets/chamisfum/brai... 8 NaN \n",
|
1984 |
-
"... ... ... ... \n",
|
1985 |
-
"503185 https://huggingface.co/datasets/ROBOTIS/ffw_bg... 0 NaN \n",
|
1986 |
-
"503186 https://huggingface.co/datasets/ROBOTIS/ffw_bg... 0 NaN \n",
|
1987 |
-
"503187 https://huggingface.co/datasets/Dongkkka/ffw_b... 0 NaN \n",
|
1988 |
-
"503188 https://huggingface.co/datasets/chenxing123456... 0 NaN \n",
|
1989 |
-
"503189 https://huggingface.co/datasets/Dongkkka/ffw_b... 0 NaN \n",
|
1990 |
-
"\n",
|
1991 |
-
" license tags task_categories \\\n",
|
1992 |
-
"0 NaN NaN NaN \n",
|
1993 |
-
"1 openrail NaN NaN \n",
|
1994 |
-
"2 cc NaN NaN \n",
|
1995 |
-
"3 NaN NaN NaN \n",
|
1996 |
-
"4 NaN NaN NaN \n",
|
1997 |
-
"... ... ... ... \n",
|
1998 |
-
"503185 apache-2.0 LeRobot, ffw_bg2_rev4_custom, robotis robotics \n",
|
1999 |
-
"503186 apache-2.0 LeRobot, ffw_bg2_rev4_custom, robotis robotics \n",
|
2000 |
-
"503187 apache-2.0 LeRobot, ffw_bg2_rev4_custom, robotis robotics \n",
|
2001 |
-
"503188 apache-2.0 LeRobot, tutorial robotics \n",
|
2002 |
-
"503189 apache-2.0 LeRobot, ffw_bg2_rev4_custom, robotis robotics \n",
|
2003 |
-
"\n",
|
2004 |
-
" last_modified reason \\\n",
|
2005 |
-
"0 2024-01-30 07:40:02+00:00 No metadata and no description \n",
|
2006 |
-
"1 2022-11-11 14:12:36+00:00 Short description (char count=0, words=0) \n",
|
2007 |
-
"2 2022-07-15 21:11:34+00:00 Short description (char count=0, words=0) \n",
|
2008 |
-
"3 NaN Failed to load card \n",
|
2009 |
-
"4 NaN Failed to load card \n",
|
2010 |
-
"... ... ... \n",
|
2011 |
-
"503185 2025-09-19 06:28:15+00:00 NaN \n",
|
2012 |
-
"503186 2025-09-19 06:29:40+00:00 NaN \n",
|
2013 |
-
"503187 2025-09-19 06:30:53+00:00 NaN \n",
|
2014 |
-
"503188 2025-09-19 06:34:11+00:00 NaN \n",
|
2015 |
-
"503189 2025-09-19 06:34:09+00:00 NaN \n",
|
2016 |
-
"\n",
|
2017 |
-
" readme_path word_count \\\n",
|
2018 |
-
"0 dataset_readmes/akjadhav__leandojo-lean4-forma... 0 \n",
|
2019 |
-
"1 dataset_readmes/aemska__stuhl_README.md 0 \n",
|
2020 |
-
"2 dataset_readmes/Pogpotatofarmer__memes_README.md 0 \n",
|
2021 |
-
"3 NaN 0 \n",
|
2022 |
-
"4 NaN 0 \n",
|
2023 |
-
"... ... ... \n",
|
2024 |
-
"503185 dataset_readmes/ROBOTIS__ffw_bg2_rev4_pick_cof... 299 \n",
|
2025 |
-
"503186 dataset_readmes/ROBOTIS__ffw_bg2_rev4_pick_cof... 299 \n",
|
2026 |
-
"503187 dataset_readmes/Dongkkka__ffw_bg2_rev4_custom_... 299 \n",
|
2027 |
-
"503188 dataset_readmes/chenxing1234567890__eval_testZ... 231 \n",
|
2028 |
-
"503189 dataset_readmes/Dongkkka__ffw_bg2_rev4_custom_... 299 \n",
|
2029 |
-
"\n",
|
2030 |
-
" category field keyword \n",
|
2031 |
-
"0 minimal NaN NaN \n",
|
2032 |
-
"1 minimal NaN NaN \n",
|
2033 |
-
"2 minimal NaN NaN \n",
|
2034 |
-
"3 minimal NaN NaN \n",
|
2035 |
-
"4 minimal life_sciences brain \n",
|
2036 |
-
"... ... ... ... \n",
|
2037 |
-
"503185 rich NaN NaN \n",
|
2038 |
-
"503186 rich NaN NaN \n",
|
2039 |
-
"503187 rich NaN NaN \n",
|
2040 |
-
"503188 rich NaN NaN \n",
|
2041 |
-
"503189 rich NaN NaN \n",
|
2042 |
-
"\n",
|
2043 |
-
"[503190 rows x 14 columns]"
|
2044 |
-
]
|
2045 |
-
},
|
2046 |
-
"execution_count": 31,
|
2047 |
-
"metadata": {},
|
2048 |
-
"output_type": "execute_result"
|
2049 |
-
}
|
2050 |
-
],
|
2051 |
-
"source": [
|
2052 |
-
"merged_df"
|
2053 |
-
]
|
2054 |
-
},
|
2055 |
-
{
|
2056 |
-
"cell_type": "code",
|
2057 |
-
"execution_count": 32,
|
2058 |
-
"id": "d8d61dc6",
|
2059 |
-
"metadata": {},
|
2060 |
-
"outputs": [
|
2061 |
-
{
|
2062 |
-
"name": "stdout",
|
2063 |
-
"output_type": "stream",
|
2064 |
-
"text": [
|
2065 |
-
"merged_df saved to 'datasetcards.parquet'\n"
|
2066 |
-
]
|
2067 |
-
}
|
2068 |
-
],
|
2069 |
-
"source": [
|
2070 |
-
"# Save to parquet\n",
|
2071 |
-
"merged_df.to_parquet(\"datasetcards.parquet\", engine=\"pyarrow\", index=False)\n",
|
2072 |
-
"\n",
|
2073 |
-
"print(\"merged_df saved to 'datasetcards.parquet'\")\n"
|
2074 |
-
]
|
2075 |
-
}
|
2076 |
-
],
|
2077 |
-
"metadata": {
|
2078 |
-
"kernelspec": {
|
2079 |
-
"display_name": "hftest",
|
2080 |
-
"language": "python",
|
2081 |
-
"name": "python3"
|
2082 |
-
},
|
2083 |
-
"language_info": {
|
2084 |
-
"codemirror_mode": {
|
2085 |
-
"name": "ipython",
|
2086 |
-
"version": 3
|
2087 |
-
},
|
2088 |
-
"file_extension": ".py",
|
2089 |
-
"mimetype": "text/x-python",
|
2090 |
-
"name": "python",
|
2091 |
-
"nbconvert_exporter": "python",
|
2092 |
-
"pygments_lexer": "ipython3",
|
2093 |
-
"version": "3.10.18"
|
2094 |
-
}
|
2095 |
-
},
|
2096 |
-
"nbformat": 4,
|
2097 |
-
"nbformat_minor": 5
|
2098 |
-
}
|
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