datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
record-pick-and-place-pos5-so101This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
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"total_episodes": 240,
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"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/hbseong/record-pick-and-place-pos5-so101.record-pick-and-place-so101This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
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"robot_type": "so101_follower",
"total_episodes": 188,
"total_frames": 88161,
"total_tasks": 3,
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"splits": {
"train": "0:188"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/hbseong/record-pick-and-place-so101.record-pick-and-place-ez2-so101This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
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"robot_type": "so101_follower",
"total_episodes": 171,
"total_frames": 108092,
"total_tasks": 1,
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"fps": 30,
"splits": {
"train": "0:171"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/hbseong/record-pick-and-place-ez2-so101.record-pick-and-place-ez-so101This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
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"robot_type": "so101_follower",
"total_episodes": 110,
"total_frames": 84580,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 500,
"fps": 30,
"splits": {
"train": "0:110"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/hbseong/record-pick-and-place-ez-so101.record-stacking-so101This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
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"robot_type": "so101_follower",
"total_episodes": 119,
"total_frames": 119446,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 500,
"fps": 30,
"splits": {
"train": "0:119"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/hbseong/record-stacking-so101.eval_record-pick-and-place-so101_ft-3epThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "so101_follower",
"total_episodes": 108,
"total_frames": 130327,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 500,
"fps": 30,
"splits": {
"train": "0:108"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/hbseong/eval_record-pick-and-place-so101_ft-3ep.eval_record-pick-and-place-pos5-so101_pt-ft-3epThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "so101_follower",
"total_episodes": 36,
"total_frames": 43756,
"total_tasks": 2,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 500,
"fps": 30,
"splits": {
"train": "0:36"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/hbseong/eval_record-pick-and-place-pos5-so101_pt-ft-3ep.eval_record-pick-and-place-so101_pt-ft-3epThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "so101_follower",
"total_episodes": 94,
"total_frames": 105687,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 500,
"fps": 30,
"splits": {
"train": "0:94"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/hbseong/eval_record-pick-and-place-so101_pt-ft-3ep.eval_record-pick-and-place-so101_baselineThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "so101_follower",
"total_episodes": 130,
"total_frames": 103714,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
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"fps": 30,
"splits": {
"train": "0:130"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/hbseong/eval_record-pick-and-place-so101_baseline.eval_record-pick-and-place-pos5-so101_ft-3epThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "so101_follower",
"total_episodes": 37,
"total_frames": 41959,
"total_tasks": 2,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 500,
"fps": 30,
"splits": {
"train": "0:37"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/hbseong/eval_record-pick-and-place-pos5-so101_ft-3ep.eval_record-pick-and-place-ez2-so101_pt-ft-3epThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "so101_follower",
"total_episodes": 21,
"total_frames": 13660,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 500,
"fps": 30,
"splits": {
"train": "0:21"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/hbseong/eval_record-pick-and-place-ez2-so101_pt-ft-3ep.eval_record-stacking-so101_baselineThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "so101_follower",
"total_episodes": 11,
"total_frames": 18611,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 500,
"fps": 30,
"splits": {
"train": "0:11"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/hbseong/eval_record-stacking-so101_baseline.eval_record-pick-and-place-ez2-so101_ft-3epThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "so101_follower",
"total_episodes": 21,
"total_frames": 14908,
"total_tasks": 1,
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"data_files_size_in_mb": 100,
"video_files_size_in_mb": 500,
"fps": 30,
"splits": {
"train": "0:21"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/hbseong/eval_record-pick-and-place-ez2-so101_ft-3ep.record-testThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "so101_follower",
"total_episodes": 18,
"total_frames": 17673,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 500,
"fps": 30,
"splits": {
"train": "0:18"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/hbseong/record-test.eval_record-pick-and-place-ez2-so101_baselineThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "so101_follower",
"total_episodes": 21,
"total_frames": 13277,
"total_tasks": 1,
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"fps": 30,
"splits": {
"train": "0:21"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/hbseong/eval_record-pick-and-place-ez2-so101_baseline.iran_household_expenditure_hbs
هزینهٔ خانوار ایران — از ریزدادهٔ طرح آمارگیری (COICOP)
هزینهٔ سالانهٔ خانوار ایرانی و اینکه صرفِ چه چیزی میشود: خوراک، مسکن، درمان، حملونقل، آموزش و بقیهٔ گروههای استاندارد COICOP — برای هر استان، و جداگانه برای خانوارهای شهری و روستایی.
پوشش: 1394 تا 1403 · تناوب: سالانه · سطح: کشور و ۳۱ استان
تفکیک: کل / شهری / روستایی
تعداد مشاهده: 24,000 · تعداد شاخص: 3
منبع: مرکز آمار ایران — طرح آمارگیری هزینه و درآمد خانوار
روش
ارقام از ریزدادهٔ خانوار محاسبه… See the full description on the dataset page: https://huggingface.co/datasets/Farmaanaa/iran_household_expenditure_hbs.iran_household_income_hbs
درآمد خانوار ایران — از ریزدادهٔ طرح آمارگیری
درآمد سالانهٔ خانوار ایرانی و اینکه از کجا میآید: مزد و حقوق، کسبوکارِ خود، اجاره، یارانه و کمک — برای هر استان، و جداگانه برای شهر و روستا.
پوشش: 1394 تا 1403 · تناوب: سالانه · سطح: کشور و ۳۱ استان
تفکیک: کل / شهری / روستایی
تعداد مشاهده: 7,680 · تعداد شاخص: 4
منبع: مرکز آمار ایران — طرح آمارگیری هزینه و درآمد خانوار
روش
ارقام از ریزدادهٔ خانوار محاسبه شدهاند، نه از جدولهای خلاصه. هر میانگین و نسبت
با وزنِ… See the full description on the dataset page: https://huggingface.co/datasets/Farmaanaa/iran_household_income_hbs.iran_household_inequality_hbs
نابرابری هزینه و درآمد خانوار ایران — از ریزدادهٔ طرح آمارگیری
نابرابری در ایران، استان به استان: ضریب جینی هزینه و درآمد، سهم هر دهک از کل، و اینکه فاصلهٔ خانوارِ ثروتمند و فقیر چند برابر است — جداگانه برای شهر و روستا.
پوشش: 1394 تا 1403 · تناوب: سالانه · سطح: کشور و ۳۱ استان
تفکیک: کل / شهری / روستایی
تعداد مشاهده: 23,040 · تعداد شاخص: 6
منبع: مرکز آمار ایران — طرح آمارگیری هزینه و درآمد خانوار
روش
ارقام از ریزدادهٔ خانوار محاسبه شدهاند، نه از جدولهای… See the full description on the dataset page: https://huggingface.co/datasets/Farmaanaa/iran_household_inequality_hbs.iran_household_profile_hbs
مشخصات خانوار ایران — از ریزدادهٔ طرح آمارگیری
خانوار ایرانی چند نفر است، سرپرستش چند سال دارد و چقدر درس خوانده، و خانهاش چند اتاق و چند متر است — برای هر استان و جداگانه برای شهر و روستا.
پوشش: 1394 تا 1403 · تناوب: سالانه · سطح: کشور و ۳۱ استان
تفکیک: کل / شهری / روستایی
تعداد مشاهده: 8,640 · تعداد شاخص: 9
منبع: مرکز آمار ایران — طرح آمارگیری هزینه و درآمد خانوار
روش
ارقام از ریزدادهٔ خانوار محاسبه شدهاند، نه از جدولهای خلاصه. هر میانگین و نسبت
با… See the full description on the dataset page: https://huggingface.co/datasets/Farmaanaa/iran_household_profile_hbs.iran_household_amenities_hbs
برخورداری خانوار ایران از امکانات و تأسیسات — از ریزدادهٔ طرح آمارگیری
چند درصد خانوارهای هر استان اینترنت، خودرو، گاز طبیعی، فاضلاب یا کولر گازی دارند — و چند درصد مالکِ خانهای هستند که در آن زندگی میکنند. شکافِ شهر و روستا اینجا بهخوبی دیده میشود.
پوشش: 1394 تا 1403 · تناوب: سالانه · سطح: کشور و ۳۱ استان
تفکیک: کل / شهری / روستایی
تعداد مشاهده: 19,482 · تعداد شاخص: 2
منبع: مرکز آمار ایران — طرح آمارگیری هزینه و درآمد خانوار
روش
ارقام از ریزدادهٔ… See the full description on the dataset page: https://huggingface.co/datasets/Farmaanaa/iran_household_amenities_hbs.eval_record-stacking-so101_ft-3epThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
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"robot_type": "so101_follower",
"total_episodes": 11,
"total_frames": 18618,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 500,
"fps": 30,
"splits": {
"train": "0:11"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/hbseong/eval_record-stacking-so101_ft-3ep.record-pick-and-place-easy-so101This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
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"robot_type": "so101_follower",
"total_episodes": 1,
"total_frames": 844,
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"data_files_size_in_mb": 100,
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"fps": 30,
"splits": {
"train": "0:1"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/hbseong/record-pick-and-place-easy-so101.eval_record-pick-and-place-pos5-so101_baselineThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
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"codebase_version": "v3.0",
"robot_type": "so101_follower",
"total_episodes": 37,
"total_frames": 40654,
"total_tasks": 2,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 500,
"fps": 30,
"splits": {
"train": "0:37"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/hbseong/eval_record-pick-and-place-pos5-so101_baseline.eval_record-stacking-so101_pt-ft-3epThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "so101_follower",
"total_episodes": 10,
"total_frames": 16921,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 500,
"fps": 30,
"splits": {
"train": "0:10"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/hbseong/eval_record-stacking-so101_pt-ft-3ep.eval_record-pick-and-place-so101This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "so101_follower",
"total_episodes": 1,
"total_frames": 479,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 500,
"fps": 30,
"splits": {
"train": "0:1"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/hbseong/eval_record-pick-and-place-so101.africa-unsdg-prevalence-of-hepatitis-b-surface-antigen-hbsag-sh-hap-hbsag
Africa Unsdg Prevalence of Hepatitis B Surface Antigen Hbsag Sh Hap Hbsag | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - Formats: parquet - Sector: other_unclassified - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-unsdg-prevalence-of-hepatitis-b-surface-antigen-hbsag-sh-hap-hbsag.asia-unsdg-prevalence-of-hepatitis-b-surface-antigen-hbsag-sh-hap-hbsag
