datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
veri-bilimci-insight-diyalog-tr-16.2k
🇹🇷 Veri Bilimci Insight Diyalog Veri Seti (TR, 16.2K) — %100 Türkçe Metin
Gerçek dünya blogları, uzman soru-cevap içerikleri ve akademik makale metinlerinden üretilmiş; veri madenciliği ve uygulamalı veri bilimi karar diline odaklanan, %100 Türkçe çok turlu diyalog veri seti.
🧠 Bu Veri Seti Ne Amaçla Üretildi?
Amaç, modeli teorik tanım ezberinden çıkarıp bağlama göre karar veren veri bilimci davranışına yaklaştırmaktır.
Her örnekte yöntem seçimi, alternatif kıyası… See the full description on the dataset page: https://huggingface.co/datasets/zero9tech/veri-bilimci-insight-diyalog-tr-16.2k.in-sightinsight-ladder-imo2024
Insight Ladder - IMO 2024 Hint-Annotated Diagnostic Substrate
Supplementary dataset for "The Insight Ladder: Quantifying the Search-Execution Gap in LLM Mathematical Reasoning" (NeurIPS 2026 Evaluations & Datasets Track, double-blind submission).
Overview
A high-density diagnostic substrate for studying search failure vs execution failure in LLM mathematical proof generation. Covers 31 IMO 2024 Shortlist problems with:
4-level hint hierarchy (L1 domain, L2 first step, L3… See the full description on the dataset page: https://huggingface.co/datasets/anonymous-insightladder-2026/insight-ladder-imo2024.data-scientist-insight-dialog-en-16.5k
🇬🇧 Data Scientist Insight Dialogue Dataset (EN, 16.5K) — 100% English Text
A decision-focused, multi-turn dataset built from real-world blogs, expert Q&A content, and academic papers, tuned for data mining and applied data science reasoning in full English text purity.
🧠 Why This Dataset Exists
The goal is to train decision behavior, not only definition recall.
Each sample is structured to expose method choice, trade-off reasoning, risk signals, and validation… See the full description on the dataset page: https://huggingface.co/datasets/zero9tech/data-scientist-insight-dialog-en-16.5k.ORD-RXN-InsightEngineering_Jobs_Insight_Dataset
Engineering Job Market Analysis Dataset
Link to Data Sourcing Code
The code used for data sourcing is publicly available on GitHub:
GitHub Repository Link
Executive Summary
Motivation and Potential Applications
The rapid advancement of technology has significantly increased the demand for engineering professionals, particularly in computer science and related fields. Understanding current job market trends is crucial for:
Job Seekers: Aligning… See the full description on the dataset page: https://huggingface.co/datasets/yiqing111/Engineering_Jobs_Insight_Dataset.ai_data_defi_protocols
💎 Freemium Feed Notice: This public Hugging Face feed provides verified daily samples.Need complete raw historical archives, custom company contact points, or real-time REST webhook feeds?🌐 Upgrade to Institutional Full Feeds at alphaville.space or email lead strategist Sloane Valentine at alphaville-insights@agentmail.to.
📊 DeFi Protocol Intelligence & Alpha
Curated & Maintained Autonomously by Sloane Valentine @ Alphaville InsightsContact: alphaville-insights@agentmail.to… See the full description on the dataset page: https://huggingface.co/datasets/Alphaville-Insights/ai_data_defi_protocols.INSIGHTfixposV4_filtered_multispace_v2This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "franka_panda",
"total_episodes": 4930,
"total_frames": 218367,
"total_tasks": 13,
"chunks_size": 1000,
"fps": 10,
"splits": {
"train": "0:4930"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path": "videos/{video_key}/chunk-{chunk_index:03d}/file-{file_index:03d}.mp4"… See the full description on the dataset page: https://huggingface.co/datasets/Whalswp/INSIGHTfixposV4_filtered_multispace_v2.repro-flat-minima-and-generalization-insights-from-stochastic-convex-optimization-traces
Agent traces
Agent sessions published from a Trackio Logbook.
ai_data_hf_models
💎 Freemium Feed Notice: This public Hugging Face feed provides verified daily samples.Need complete raw historical archives, custom company contact points, or real-time REST webhook feeds?🌐 Upgrade to Institutional Full Feeds at alphaville.space or email lead strategist Sloane Valentine at alphaville-insights@agentmail.to.
🤖 AI/ML Model Intelligence & Due Diligence
Curated & Maintained Autonomously by Sloane Valentine @ Alphaville InsightsContact:… See the full description on the dataset page: https://huggingface.co/datasets/Alphaville-Insights/ai_data_hf_models.circle-packing-insight-loop
Circle-Packing Insight-Exploration Loop
Artifacts from an iterative GPT solver <-> proposer insight-exploration loop on the
21-circles-in-a-perimeter-4-rectangle packing problem (AlphaEvolve SOTA sum-of-radii
= 2.3658321334167627). Each round, 16 solvers propose a program + written explanation;
every program is scored; a proposer then mines all 16 attempts into an evolving insight
document that conditions the next round. Run: 16 solvers x 8 rounds.
Subsets… See the full description on the dataset page: https://huggingface.co/datasets/ars22/circle-packing-insight-loop.africa-somalia-explosive-weapons-monitor-data-by-insecurity-insight-87665212
Explosive Weapons Monitor Data by Insecurity Insight | Africa (Insecurity Insight)
987 rows - 1 Africa country/area - 2018-2025 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 987 rows from Insecurity Insight, covering Explosive Weapons Monitor Data by Insecurity Insight. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-somalia-explosive-weapons-monitor-data-by-insecurity-insight-87665212.company-insights-stage2-pocINSIGHTparamThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "franka_panda",
"total_episodes": 3838,
"total_frames": 156738,
"total_tasks": 9,
"chunks_size": 1000,
"fps": 10,
"splits": {
"train": "0:3838"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path": "videos/{video_key}/chunk-{chunk_index:03d}/file-{file_index:03d}.mp4"… See the full description on the dataset page: https://huggingface.co/datasets/paragon7060/INSIGHTparam.INSIGHTfixposV3This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "franka_panda",
"total_episodes": 5647,
"total_frames": 246793,
"total_tasks": 13,
"chunks_size": 1000,
"fps": 10,
"splits": {
"train": "0:5647"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path": "videos/{video_key}/chunk-{chunk_index:03d}/file-{file_index:03d}.mp4"… See the full description on the dataset page: https://huggingface.co/datasets/paragon7060/INSIGHTfixposV3.INSIGHTfixposV4_multispaceThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "franka_panda",
"total_episodes": 5647,
"total_frames": 246793,
"total_tasks": 13,
"chunks_size": 1000,
"fps": 10,
"splits": {
"train": "0:5647"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path": "videos/{video_key}/chunk-{chunk_index:03d}/file-{file_index:03d}.mp4"… See the full description on the dataset page: https://huggingface.co/datasets/Whalswp/INSIGHTfixposV4_multispace.INSIGHTparam_multispace_v2This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "franka_panda",
"total_episodes": 3838,
"total_frames": 156738,
"total_tasks": 9,
"chunks_size": 1000,
"fps": 10,
"splits": {
"train": "0:3838"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path": "videos/{video_key}/chunk-{chunk_index:03d}/file-{file_index:03d}.mp4"… See the full description on the dataset page: https://huggingface.co/datasets/Whalswp/INSIGHTparam_multispace_v2.INSIGHTparam-posrandThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "franka_panda",
"total_episodes": 8369,
"total_frames": 371510,
"total_tasks": 10,
"chunks_size": 1000,
"fps": 10,
"splits": {
"train": "0:8369"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path": "videos/{video_key}/chunk-{chunk_index:03d}/file-{file_index:03d}.mp4"… See the full description on the dataset page: https://huggingface.co/datasets/paragon7060/INSIGHTparam-posrand.africa-somalia-explosive-weapons-monitor-data-by-insecurity-insight-09d4146c
Explosive Weapons Monitor Data by Insecurity Insight | Africa (Insecurity Insight)
1,968 rows - 1 Africa country/area - 2020-2026 - 10 indicators - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 1,968 rows from Insecurity Insight, covering Explosive Weapons Monitor Data by Insecurity Insight. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-somalia-explosive-weapons-monitor-data-by-insecurity-insight-09d4146c.africa-burundi-explosive-weapons-monitor-data-by-insecurity-insight-2ed4daab
Explosive Weapons Monitor Data by Insecurity Insight | Africa (Burundi official open data)
818 rows - 1 Africa country - 2023 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX resource from Burundi as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Explosive Weapons Monitor Data by… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-burundi-explosive-weapons-monitor-data-by-insecurity-insight-2ed4daab.africa-drc-explosive-weapons-monitor-data-by-insecurity-insight-87665212
Explosive Weapons Monitor Data by Insecurity Insight | Africa (DRC official open data)
987 rows - 1 Africa country - 2018-2025 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX resource from DRC as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Explosive Weapons Monitor Data by… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-explosive-weapons-monitor-data-by-insecurity-insight-87665212.INSIGHTfixposV3_EEThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "franka_panda",
"total_episodes": 5647,
"total_frames": 246793,
"total_tasks": 13,
"chunks_size": 1000,
"fps": 10,
"splits": {
"train": "0:5647"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path": "videos/{video_key}/chunk-{chunk_index:03d}/file-{file_index:03d}.mp4",
"features": {… See the full description on the dataset page: https://huggingface.co/datasets/Whalswp/INSIGHTfixposV3_EE.Face_Emotion_Insight_Recognition_Dataset
Multimodal Emotion & Physiological Analysis
Project Overview
This project explores the relationship between physiological signals and facial micro expressions to improve emotion recognition in therapeutic settings. This research assists in determining which facial and physiological signals should be prioritized to detect clinical "misalignment" or hidden distress during therapy sessions.
Dataset Selection & Description
Source: The dataset is sourced from Kaggle (Face Emotion & Physiological… See the full description on the dataset page: https://huggingface.co/datasets/ofekponzo/Face_Emotion_Insight_Recognition_Dataset.arxiv-paper-insights
arXiv Paper Insights
Overview
arXiv Paper Insights is a public dataset for arXiv paper discovery, recommendations, and structured research insights.
The dataset is derived from LinxSci (https://linxsci.com), a paper reading and insight platform focused on arXiv papers.
For any paper in this dataset, you can open:
https://linxsci.com/pdf/{arxiv_id}
to read the paper and view the corresponding insights on LinxSci.
Related Links
LinxSci: https://linxsci.com… See the full description on the dataset page: https://huggingface.co/datasets/LinxSci/arxiv-paper-insights.africa-drc-explosive-weapons-monitor-data-by-insecurity-insight-8410bd19
Explosive Weapons Monitor Data by Insecurity Insight | Africa (DRC official open data)
436 rows - 1 Africa country - 2016-2024 - Repackaged by Electric Sheep Africa
TL;DR
This dataset packages one official XLSX resource from DRC as
ML-ready Parquet. The source file is the provenance boundary; all usable
indicators or tabular columns from the resource stay together in this repo.
About the source
Source: Explosive Weapons Monitor Data by… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-drc-explosive-weapons-monitor-data-by-insecurity-insight-8410bd19.INSIGHT-real_drawer_v2This dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "franka_panda",
"total_episodes": 60,
"total_frames": 5540,
"total_tasks": 2,
"chunks_size": 1000,
"fps": 10,
"splits": {
"train": "0:60"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path": "videos/{video_key}/chunk-{chunk_index:03d}/file-{file_index:03d}.mp4"… See the full description on the dataset page: https://huggingface.co/datasets/paragon7060/INSIGHT-real_drawer_v2.INSIGHT-real_bottle_openThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "franka_panda",
"total_episodes": 41,
"total_frames": 4212,
"total_tasks": 2,
"chunks_size": 1000,
"fps": 10,
"splits": {
"train": "0:41"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path": "videos/{video_key}/chunk-{chunk_index:03d}/file-{file_index:03d}.mp4"… See the full description on the dataset page: https://huggingface.co/datasets/paragon7060/INSIGHT-real_bottle_open.africa-somalia-explosive-weapons-monitor-data-by-insecurity-insight-61464f35
Explosive Weapons Monitor Data by Insecurity Insight | Africa (Insecurity Insight)
1,042 rows - 1 Africa country/area - 2018-2025 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 1,042 rows from Insecurity Insight, covering Explosive Weapons Monitor Data by Insecurity Insight. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-somalia-explosive-weapons-monitor-data-by-insecurity-insight-61464f35.INSIGHTfixposV4_filtered_multispaceThis dataset was created using LeRobot.
Dataset Structure
meta/info.json:
{
"codebase_version": "v3.0",
"robot_type": "franka_panda",
"total_episodes": 4930,
"total_frames": 218367,
"total_tasks": 13,
"chunks_size": 1000,
"fps": 10,
"splits": {
"train": "0:4930"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path": "videos/{video_key}/chunk-{chunk_index:03d}/file-{file_index:03d}.mp4"… See the full description on the dataset page: https://huggingface.co/datasets/Whalswp/INSIGHTfixposV4_filtered_multispace.africa-somalia-explosive-weapons-monitor-data-by-insecurity-insight-8410bd19
Explosive Weapons Monitor Data by Insecurity Insight | Africa (Insecurity Insight)
436 rows - 1 Africa country/area - 2016-2024 - source table - Engineered by Electric Sheep Africa
TL;DR
This dataset contains 436 rows from Insecurity Insight, covering Explosive Weapons Monitor Data by Insecurity Insight. It is published as ML-ready Parquet with consistent Hugging Face metadata, source provenance, and analysis-friendly loading examples.
What This… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-somalia-explosive-weapons-monitor-data-by-insecurity-insight-8410bd19.