datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
config-4grid_topCam-T_frontCam-T_d-160525_v-1This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "so100",
"total_episodes": 5,
"total_frames": 4458,
"total_tasks": 1,
"total_videos": 10,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:5"},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/Ayush-Sharan-1/config-4grid_topCam-T_frontCam-T_d-160525_v-1.config-4grid_topCam-T_frontCam-T_d-160525_v-1_rearrangedThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "so100",
"total_episodes": 40,
"total_frames": 35661,
"total_tasks": 2,
"total_videos": 80,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:40"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/Ayush-Sharan-1/config-4grid_topCam-T_frontCam-T_d-160525_v-1_rearranged.StemQAMixture
StemQAMixture
Science QA dataset with four subjects: biology, chemistry, math, and physics.
Usage
from datasets import load_dataset
# Load a specific subject
ds = load_dataset("4gate/StemQAMixture", "math", split="train")
# Load all subjects
ds_bio = load_dataset("4gate/StemQAMixture", "biology")
ds_chem = load_dataset("4gate/StemQAMixture", "chemistry")
Schema
question: The question text
answer: The answer text
reference_answer: Optional reference… See the full description on the dataset page: https://huggingface.co/datasets/4gate/StemQAMixture.cosmos3-ap-openarm-wam-robot-auxonly-hi-movonly-chain-lam10-aug-v2v-4gpu-b256-8kcodeparrot_appsThis is copied from the codeparrot/apps which is not in Parquet format (meaning that if you are using Datasets>=4.0.0 you will fail to download it because it requires remote code).
You can find the origin dataset here: https://huggingface.co/datasets/codeparrot/apps
You can find the conversion code here: https://gist.github.com/4gatepylon/024853a9d279812e1f14be93242b3ef8#file-gistfile1-py-L1
NOTE that some of the solutions/input-output are empty. You can check as the code ^ does by looking for… See the full description on the dataset page: https://huggingface.co/datasets/4gate/codeparrot_apps.c-4g_tC-T_fC-T_d-290525_v-1This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "so100",
"total_episodes": 5,
"total_frames": 4455,
"total_tasks": 1,
"total_videos": 10,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:5"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/Ayush-Sharan-1/c-4g_tC-T_fC-T_d-290525_v-1.c-4g_tC-T_fC-T_d-280525_v-2This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "so100",
"total_episodes": 18,
"total_frames": 16055,
"total_tasks": 1,
"total_videos": 36,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:18"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/Ayush-Sharan-1/c-4g_tC-T_fC-T_d-280525_v-2.c-4g_tC-T_fC-T_d-250525_v-1This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "so100",
"total_episodes": 5,
"total_frames": 4457,
"total_tasks": 1,
"total_videos": 10,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:5"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/Ayush-Sharan-1/c-4g_tC-T_fC-T_d-250525_v-1.numina_60k_math_verify_correct_2_4gens_with_rm_scoresc-4g_tC-T_fC-T_d-280525_v-1This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "so100",
"total_episodes": 5,
"total_frames": 4458,
"total_tasks": 1,
"total_videos": 10,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:5"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/Ayush-Sharan-1/c-4g_tC-T_fC-T_d-280525_v-1.eval_v1_ACT_c-4g_tC-T_fC-T_d-250525_v-1_020000This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "so100",
"total_episodes": 2,
"total_frames": 1761,
"total_tasks": 1,
"total_videos": 4,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:2"},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/Ayush-Sharan-1/eval_v1_ACT_c-4g_tC-T_fC-T_d-250525_v-1_020000.quechua-audioset-4GBautotrain-data-lte-4g
AutoTrain Dataset for project: lte-4g
Dataset Description
This dataset has been automatically processed by AutoTrain for project lte-4g.
Languages
The BCP-47 code for the dataset's language is unk.
Dataset Structure
Data Instances
A sample from this dataset looks as follows:
[
{
"feat_PLMN": 74002,
"feat_SYSTEM": 4,
"feat_XCI": 5658370,
"feat_xNBID": 22103,
"feat_LOCAL_CID": 2.0,
"feat_LAC/TAC": 31100… See the full description on the dataset page: https://huggingface.co/datasets/karohoden/autotrain-data-lte-4g.eval_v1_ACT_c-4g_tC-T_fC-T_d-290525_v-1_100000This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "so100",
"total_episodes": 6,
"total_frames": 5244,
"total_tasks": 1,
"total_videos": 12,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:6"},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/Ayush-Sharan-1/eval_v1_ACT_c-4g_tC-T_fC-T_d-290525_v-1_100000.4Godeval_v3_ACT_c-4g_tC-T_fC-T_d-250525_v-1_059000This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "so100",
"total_episodes": 2,
"total_frames": 1615,
"total_tasks": 1,
"total_videos": 4,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:2"},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/Ayush-Sharan-1/eval_v3_ACT_c-4g_tC-T_fC-T_d-250525_v-1_059000.jiho_4goThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "so_follower",
"total_episodes": 2,
"total_frames": 499,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 30,
"splits": {
"train": "0:2"
},
"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/qownscks/jiho_4go.eval_v2_ACT_c-4g_tC-T_fC-T_d-250525_v-1_059000This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "so100",
"total_episodes": 2,
"total_frames": 1761,
"total_tasks": 1,
"total_videos": 4,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:2"},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/Ayush-Sharan-1/eval_v2_ACT_c-4g_tC-T_fC-T_d-250525_v-1_059000.c-4g_tC-T_fC-T_d-280525_truncated_v-2This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "so100",
"total_episodes": 16,
"total_frames": 14270,
"total_tasks": 1,
"total_videos": 32,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:16"},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/Ayush-Sharan-1/c-4g_tC-T_fC-T_d-280525_truncated_v-2.c-4g_tC-T_fC-T_d-160525_v-1_reThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "so100",
"total_episodes": 40,
"total_frames": 35661,
"total_tasks": 2,
"total_videos": 80,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:40"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/Ayush-Sharan-1/c-4g_tC-T_fC-T_d-160525_v-1_re.eval_v2_c-4g_tC-T_fC-T_d-160525_v-1_reThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "so100",
"total_episodes": 2,
"total_frames": 1726,
"total_tasks": 1,
"total_videos": 4,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:2"},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/Ayush-Sharan-1/eval_v2_c-4g_tC-T_fC-T_d-160525_v-1_re.eval_v1_ACT_c-4g_tC-T_fC-T_d-250525_v-1_059000This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "so100",
"total_episodes": 2,
"total_frames": 1762,
"total_tasks": 1,
"total_videos": 4,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:2"},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/Ayush-Sharan-1/eval_v1_ACT_c-4g_tC-T_fC-T_d-250525_v-1_059000.eval_v1_Diffusion_c-4g_tC-T_fC-T_d-250525_v-1_018500This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "so100",
"total_episodes": 2,
"total_frames": 121,
"total_tasks": 1,
"total_videos": 4,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:2"},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/Ayush-Sharan-1/eval_v1_Diffusion_c-4g_tC-T_fC-T_d-250525_v-1_018500.eval_v1_c-4g_tC-T_fC-T_d-160525_v-1_reThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v2.1",
"robot_type": "so100",
"total_episodes": 2,
"total_frames": 1750,
"total_tasks": 1,
"total_videos": 4,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:2"},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path":… See the full description on the dataset page: https://huggingface.co/datasets/Ayush-Sharan-1/eval_v1_c-4g_tC-T_fC-T_d-160525_v-1_re.eval_picks_4gpusThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "so101_follower",
"total_episodes": 1,
"total_frames": 3054,
"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/maqingcai/eval_picks_4gpus.cosmos3-ap-openarm-wam-robot-auxonly-hi-movonly-chain-lam10-aug-v2v-4gpu-b256-4kautotrain-data-74xx-4gc2-wxdl
Dataset Card for "autotrain-data-74xx-4gc2-wxdl"
More Information needed
europe-unsdg-proportion-of-population-covered-by-at-least-a-4g-mobil-it-mob-4gntwkobservatoire-2g-3g-4g-5g
Observatoire 2G, 3G, 4G, 5G
Source
Source officielle : https://www.data.gouv.fr/datasets/observatoire-2g-3g-4g-5g
Identifiant du jeu de données data.gouv.fr : 5e32224f9ce2e7435bf7fb90
Slug data.gouv.fr : observatoire-2g-3g-4g-5g
Licence indiquée dans les métadonnées data.gouv.fr : lov2
Structure Hugging Face
Un jeu de données data.gouv.fr = un dépôt Hugging Face
Une ressource tabulaire d’origine = un sous-ensemble/configuration Hugging Face… See the full description on the dataset page: https://huggingface.co/datasets/Data-Gouv-ML/observatoire-2g-3g-4g-5g.africa-owid-share-with-4g-mobile-network-coverage
Share With 4G Mobile Network Coverage | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - Formats: parquet - Sector: technology_digital - 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 This… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-share-with-4g-mobile-network-coverage.