1M+ educational video queue with metadata

.gitattributes

@@ -58,3 +58,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 # Video files - compressed
 *.mp4 filter=lfs diff=lfs merge=lfs -text
 *.webm filter=lfs diff=lfs merge=lfs -text
+train-00000.jsonl filter=lfs diff=lfs merge=lfs -text
+train-00001.jsonl filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,115 @@
+---
+dataset_info:
+  features:
+    - name: video_id
+      dtype: string
+    - name: title
+      dtype: string
+    - name: source
+      dtype: string
+    - name: url
+      dtype: string
+    - name: duration_seconds
+      dtype: int64
+    - name: status
+      dtype: string
+    - name: priority
+      dtype: int64
+license: mit
+task_categories:
+  - automatic-speech-recognition
+language:
+  - en
+  - ru
+  - hi
+  - es
+  - pt
+  - de
+  - fr
+  - ja
+  - ko
+  - zh
+  - ar
+  - tr
+  - pl
+tags:
+  - education
+  - youtube
+  - video-ids
+  - queue
+size_categories:
+  - 1M<n<10M
+---
+
+# Massive YouTube Educational Video Queue
+
+**1M+ curated educational YouTube video IDs** with metadata, quality-filtered and priority-scored. Use this to build your own transcription pipeline or educational content index.
+
+## Stats
+
+| Metric | Value |
+|--------|-------|
+| Total videos | 1,014,726 |
+| Pending transcription | ~920K |
+| Completed (transcripts in [sibling dataset](https://huggingface.co/datasets/thepowerfuldeez/massive-yt-edu-transcriptions)) | ~7K |
+| Languages | 15+ |
+
+## Priority System
+
+| Priority | Description | Count |
+|----------|-------------|-------|
+| P9 | University courses (MIT OCW, Stanford, NPTEL), academic conferences (NeurIPS, ICML) | ~20K |
+| P8 | Lectures, tutorials, known edu creators (3Blue1Brown, Khan Academy) | ~200K |
+| P7 | Documentaries, explainers, conference talks | ~5K |
+| P5 | General educational content passing quality filter | ~790K |
+
+## Quality Filtering Applied
+
+- **Duration gate**: All videos ≥15 minutes (deep educational content only)
+- **40+ reject categories**: Gaming, music videos, ASMR, vlogs, drama, pranks, mukbang, clickbait, conspiracy, sports highlights, etc.
+- **Deduplication**: UNIQUE constraint on video_id
+
+## Discovery Sources
+
+- YouTube search saturation (subject × language × modifier)
+- 140+ educational channel crawls
+- Related video chaining (exponential discovery)
+- Playlist walking
+- Multi-language queries (15+ languages)
+
+## Schema
+
+```python
+{
+    "video_id": "dQw4w9WgXcQ",
+    "title": "MIT 6.006 Lecture 1: Algorithms and Computation",
+    "source": "MIT OpenCourseWare",
+    "url": "https://youtube.com/watch?v=dQw4w9WgXcQ",
+    "duration_seconds": 3600,
+    "status": "pending",       # pending/completed/processing/error/rejected
+    "priority": 9
+}
+```
+
+## Usage
+
+```python
+from datasets import load_dataset
+
+ds = load_dataset("thepowerfuldeez/massive-yt-edu-queue")
+
+# Get high-priority university content
+university = ds["train"].filter(lambda x: x["priority"] >= 9)
+
+# Get pending videos for your own transcription
+pending = ds["train"].filter(lambda x: x["status"] == "pending")
+```
+
+## Related
+
+- **Transcriptions**: [thepowerfuldeez/massive-yt-edu-transcriptions](https://huggingface.co/datasets/thepowerfuldeez/massive-yt-edu-transcriptions) — completed transcripts (updated daily)
+- **Source code**: [github.com/thepowerfuldeez/massive_yt_edu_scraper](https://github.com/thepowerfuldeez/massive_yt_edu_scraper)
+
+## License
+
+MIT. Video metadata is derived from publicly available YouTube data.

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