datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
africa-worldbank-individuals-using-the-internet-of-population-it-net-user-zs
Individuals using the Internet (% of population) | Africa (World Bank — Gender Statistics) | Africa (World Bank)
Size category: 1K<n<10K - Formats: parquet - Sector: demographics_social - 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-worldbank-individuals-using-the-internet-of-population-it-net-user-zs.Internet-background-noise
Internet Background Noise Dataset (Unlabeled Raw Data)
This dataset contains HTTP internet noise data collected by an internet honeypot. It consists of raw, unlabeled network packets, including metadata, payloads, and header information. This data is suitable for training and evaluating machine learning models for network intrusion detection, cybersecurity, and traffic analysis.
HoneyPot repository: hachimi on GitHub.
Dataset Overview
The Internet Background Noise… See the full description on the dataset page: https://huggingface.co/datasets/burpheart/Internet-background-noise.africa-synth-telecom-massive-internet-of-things-traffic-nigeria
Africa Synth Telecom Massive Internet of Things Traffic Nigeria | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - 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-synth-telecom-massive-internet-of-things-traffic-nigeria.africa-owid-number-of-internet-users
Number Of Internet Users | Africa (Our World in Data) | Africa (Electric Sheep Africa metadata inventory)
Size category: 1K<n<10K - 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 Dataset… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-number-of-internet-users.test_recordThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "grievous_client",
"total_episodes": 10,
"total_frames": 2987,
"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/InternetSandwich33/test_record.II-Search-Benchmark-Details
Inspect-Search-Models-Benchmarking-Result
Overall result
Qwen 4B
Jan 4B
WebSailor-3B
II-Search-4B
II-Search-CIR-4B
OpenAI/SimpleQA
76.8
80.1
81.8
91.8
91.8
Google/Frames
30.7
24.8
34.0
67.5
72.2
Seal_0
6.31
2.7
1.8
22.5
26.4
Simple QA (SerpDev)
Qwen 4B
Jan 4B
WebSailor-3B
II-Search-4B
II-Search-CIR-4B
Pass rate %
76.8
80.1
81.8
91.8
91.8
# Search
1.0
0.9
2.1
2.2
2.5
# Visit
0.1
1.9
6.4
3.5
5.3
# Tool used
1.1
2.8
8.5
5.7
7.8
Frames… See the full description on the dataset page: https://huggingface.co/datasets/Intelligent-Internet/II-Search-Benchmark-Details.africa-worldbank-internet-users-per-100-people-it-net-user-p2
Internet users (per 100 people) | Africa (World Bank — Education Statistics) | Africa (World Bank)
Size category: n<1K - Formats: parquet - Sector: education - 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 Dataset Covers
Education… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-internet-users-per-100-people-it-net-user-p2.africa-cote-d-ivoire-marche-de-l-internet-et-de-la-telephonie-mobile-de-2010-a-fec81c58
Marche De L Internet Et De La Telephonie Mobile De 2010 a | Africa (Cote d'Ivoire DataFair)
263 rows - 1 Africa country/area - 2010-2016 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 263 rows from Cote d'Ivoire DataFair, covering Marche De L Internet Et De La Telephonie Mobile De 2010 a. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-cote-d-ivoire-marche-de-l-internet-et-de-la-telephonie-mobile-de-2010-a-fec81c58.africa-worldbank-proportion-of-secondary-schools-with-access-to-internet-for-pedagogical-purpose
Proportion of secondary schools with access to Internet for pedagogical purposes (%) | Africa (World Bank — Education Statistics) | Africa (World Bank)
Size category: n<1K - Formats: parquet - Sector: education - 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.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-proportion-of-secondary-schools-with-access-to-internet-for-pedagogical-purpose.asia-owid-landline-internet-subscriptions
Landline Internet Subscriptions | Asia (Our World in Data)
🌏 990 observations · 47 Asia countries · 1998–2023 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 990 observations of Landline Internet Subscriptions data across 47 Asia countries, spanning 1998–2023.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Landline Internet Subscriptions
Geographic coverage
47… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-landline-internet-subscriptions.asia-owid-landline-internet-subscriptions-by-speed
Landline Internet Subscriptions By Speed | Asia (Our World in Data)
🌏 491 observations · 43 Asia countries · 2007–2023 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 491 observations of Landline Internet Subscriptions By Speed data across 43 Asia countries, spanning 2007–2023.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Landline Internet Subscriptions By Speed… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-landline-internet-subscriptions-by-speed.asia-owid-landline-internet-subscriptions-per-100-people-by-speed
Landline Internet Subscriptions Per 100 People By Speed | Asia (Our World in Data)
🌏 984 observations · 47 Asia countries · 2000–2023 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 984 observations of Landline Internet Subscriptions Per 100 People By Speed data across 47 Asia countries, spanning 2000–2023.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Landline Internet… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-landline-internet-subscriptions-per-100-people-by-speed.africa-worldbank-proportion-of-primary-schools-with-access-to-internet-for-pedagogical-purposes
Proportion of primary schools with access to Internet for pedagogical purposes (%) | Africa (World Bank — Education Statistics) | Africa (World Bank)
Size category: n<1K - Formats: parquet - Sector: education - 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.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-proportion-of-primary-schools-with-access-to-internet-for-pedagogical-purposes.africa-mauritius-tariff-of-internet-services-republic-of-mauritius-2017-to-daa6329a
Tariff of Internet Services Republic of Mauritius 2017 to | Africa (MDPA)
65 rows - 1 Africa country/area - 2017-2024 - 15 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 65 rows from MDPA, covering Tariff of Internet Services Republic of Mauritius 2017 to. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-tariff-of-internet-services-republic-of-mauritius-2017-to-daa6329a.africa-synth-retail-and-ecommerce-internet-of-things-retail-data-nigeria
Internet Of Things Retail Data | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - 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 Dataset Covers
Public… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-retail-and-ecommerce-internet-of-things-retail-data-nigeria.africa-internet-freedom-freedom-in-the-world-2022
Internet Freedom; Freedom in the world 2022 | Africa (original)
Size category: n<1K - Formats: parquet - Sector: humanitarian_development - 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 Dataset Covers
Public datasets help analysts… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-internet-freedom-freedom-in-the-world-2022.europe-unsdg-proportion-of-individuals-using-the-internet-it-use-ii99africa-worldbank-proportion-of-upper-secondary-schools-with-access-to-internet-for-pedagogical-p
Proportion of upper secondary schools with access to Internet for pedagogical purposes (%) | Africa (World Bank — Education Statistics) | Africa (World Bank)
Size category: n<1K - Formats: parquet - Sector: education - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-proportion-of-upper-secondary-schools-with-access-to-internet-for-pedagogical-p.africa-worldbank-proportion-of-lower-secondary-schools-with-access-to-internet-for-pedagogical-p
Proportion of lower secondary schools with access to Internet for pedagogical purposes (%) | Africa (World Bank — Education Statistics) | Africa (World Bank)
Size category: n<1K - Formats: parquet - Sector: education - 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… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-proportion-of-lower-secondary-schools-with-access-to-internet-for-pedagogical-p.africa-mauritius-internet-services-14f7da24
Internet Services | Africa (MDPA)
404 rows - 1 Africa country/area - 2000-2016 - 30 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 404 rows from MDPA, covering Internet Services. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures
Official statistics datasets help analysts inspect public data as published by… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-internet-services-14f7da24.asia-owid-number-of-internet-users
Number Of Internet Users | Asia (Our World in Data)
🌏 1,305 observations · 48 Asia countries · 1990–2021 · Repackaged by Electric Sheep Asia
TL;DR
This dataset contains 1,305 observations of Number Of Internet Users data across 48 Asia countries, spanning 1990–2021.
About the source
Source: Our World in Data
Publisher: Our World in Data
License: cc-by-4.0
Topic: Number Of Internet Users
Geographic coverage
48 Asia countries ·… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepasia/asia-owid-number-of-internet-users.africa-mauritius-tariff-of-internet-services-republic-of-mauritius-2000-to-1e435a02
Tariff of Internet Services Republic of Mauritius 2000 to | Africa (MDPA)
131 rows - 1 Africa country/area - 2000-2016 - 12 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 131 rows from MDPA, covering Tariff of Internet Services Republic of Mauritius 2000 to. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-tariff-of-internet-services-republic-of-mauritius-2000-to-1e435a02.africa-morocco-bande-passante-internet-internationale-e54759e4
Bande Passante Internet Internationale | Africa (Morocco Open Data)
19 rows - 1 Africa country/area - 2006-2024 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 19 rows from Morocco Open Data, covering Bande Passante Internet Internationale. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures
Official… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-morocco-bande-passante-internet-internationale-e54759e4.africa-morocco-parc-de-l-internet-b7a98ed7
Parc De L Internet | Africa (Morocco Open Data)
915 rows - 1 Africa country/area - 2006-2021 - 18 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 915 rows from Morocco Open Data, covering Parc De L Internet. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures
Official statistics datasets help analysts inspect… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-morocco-parc-de-l-internet-b7a98ed7.africa-mauritius-tariff-of-internet-services-republic-of-mauritius-2000-to-9d80f2d8
Tariff of Internet Services Republic of Mauritius 2000 to | Africa (MDPA)
505 rows - 1 Africa country/area - 2000-2024 - 1 indicator - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 505 rows from MDPA, covering Tariff of Internet Services Republic of Mauritius 2000 to. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-tariff-of-internet-services-republic-of-mauritius-2000-to-9d80f2d8.II-Search-RLafrica-synth-telecom-internet-of-things-machine-to-nigeria
Africa Synth Telecom Internet of Things Machine to Nigeria | Africa (Electric Sheep Africa metadata inventory)
Size category: 100K<n<1M - 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-synth-telecom-internet-of-things-machine-to-nigeria.africa-worldbank-individuals-using-the-internet-male-of-male-population-it-net-user-ma-zs
Individuals using the Internet, male (% of male population) | Africa (World Bank — Gender Statistics) | Africa (World Bank)
Size category: n<1K - Formats: parquet - Sector: demographics_social - 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-worldbank-individuals-using-the-internet-male-of-male-population-it-net-user-ma-zs.africa-worldbank-individuals-using-the-internet-female-of-female-population-it-net-user-fe-zs
Individuals using the Internet, female (% of female population) | Africa (World Bank — Gender Statistics) | Africa (World Bank)
Size category: n<1K - Formats: parquet - Sector: demographics_social - 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.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-worldbank-individuals-using-the-internet-female-of-female-population-it-net-user-fe-zs.africa-mauritius-private-households-by-geographical-location-with-internet-6e1c363f
Private Households by Geographical Location With Internet | Africa (MDPA)
558 rows - 1 Africa country/area - 2022 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 558 rows from MDPA, covering Private Households by Geographical Location With Internet. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This Dataset Measures… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-mauritius-private-households-by-geographical-location-with-internet-6e1c363f.