Add sample metadata preview

README.md

@@ -1,21 +1,18 @@
 ---
 license: other
+tags:
+  - video
+  - multimodal
+  - youtube
+  - transcript
+  - video-understanding
+  - video-retrieval
 language:
-- en
-pretty_name: TalorData Video Data — YouTube Video & Transcript Dataset
-size_categories:
-- n>1B
+  - en
 task_categories:
-- video-classification
-- image-to-video
-- visual-question-answering
-tags:
-- video
-- multimodal
-- youtube
-- transcript
-- video-understanding
-- video-retrieval
+  - video-classification
+  - image-to-video
+  - visual-question-answering
 ---
 
 # TalorData Video Data
@@ -24,6 +21,12 @@ tags:
 
 TalorData Video Data is a large, constantly refreshed dataset of YouTube videos. Each record bundles the video's pre-cut MP4 alongside an auto-generated, timestamped transcript — ready for fine-tuning, RAG, search, summarization, and multimodal inference.
 
+## Sample Files (Preview)
+
+This repository hosts a **public preview/sample** of the record schema. Open **`sample-metadata.csv`** below to browse 15 synthetic example rows in the Dataset Viewer.
+
+> **Important:** These rows are **synthetic sample rows for preview only**. Values such as `video_id`, `title`, URLs, and playback metrics are illustrative examples — they are **not** references to real videos and are **not** production data. Real data is delivered via the TalorData platform/API.
+
 ## Highlights
 
 - **8.5B+ video metadata records** across YouTube
@@ -54,4 +57,4 @@ This is a **preview/catalog dataset card** hosted publicly for discovery. To acc
 
 ## Disclaimer
 
-This page describes and links to the commercial product. The underlying bulk data is delivered via the TalorData platform and API rather than hosted as files in this repository.
+This page describes and links to the commercial product. The underlying bulk data is delivered via the TalorData platform and API rather than hosted as files in this repository. The `sample-metadata.csv` file contains **synthetic sample data for preview only** and must not be treated as production or reference data.

sample-metadata.csv

@@ -0,0 +1,16 @@
+video_id,title,source_platform,channel_name,published_utc,duration_seconds,language,topic_categories,clip_count,mp4_url,audio_m4a_url,transcript_path,captions_path,thumbnail_url
+sample-youtube-0101,Example: City Driving Scene,YouTube,ExampleChannel,2026-08-15T10:30:00Z,420,en,driving;outdoor;real-world,3,https://example.com/clips/sample-youtube-0101-c1.mp4,https://example.com/clips/sample-youtube-0101.m4a,samples/sample-youtube-0101/transcript.srt,samples/sample-youtube-0101/captions.vtt,https://example.com/clips/sample-youtube-0101-t1.jpg
+sample-youtube-0102,Example: Kitchen Cooking Tutorial,YouTube,ExampleKitchen,2026-08-16T14:05:00Z,612,en,food;indoor;tutorial,4,https://example.com/clips/sample-youtube-0102-c1.mp4,https://example.com/clips/sample-youtube-0102.m4a,samples/sample-youtube-0102/transcript.srt,samples/sample-youtube-0102/captions.vtt,https://example.com/clips/sample-youtube-0102-t1.jpg
+sample-youtube-0103,Example: Outdoor Hiking Vlog,YouTube,ExampleVlog,2026-08-17T09:20:00Z,1080,en,outdoor;vlog;travel,6,https://example.com/clips/sample-youtube-0103-c1.mp4,https://example.com/clips/sample-youtube-0103.m4a,samples/sample-youtube-0103/transcript.srt,samples/sample-youtube-0103/captions.vtt,https://example.com/clips/sample-youtube-0103-t1.jpg
+sample-youtube-0104,Example: Indoor Human Motion (Robot Lab),YouTube,ExampleRobotLab,2026-08-18T11:00:00Z,240,en,robotics;human-motion;indoor,2,https://example.com/clips/sample-youtube-0104-c1.mp4,https://example.com/clips/sample-youtube-0104.m4a,samples/sample-youtube-0104/transcript.srt,samples/sample-youtube-0104/captions.vtt,https://example.com/clips/sample-youtube-0104-t1.jpg
+sample-short-0105,Example: Street Fashion Reel,TikTok,ExampleTikTok,2026-08-18T18:30:00Z,38,en,fashion;outdoor;short,1,https://example.com/clips/sample-short-0105-c1.mp4,https://example.com/clips/sample-short-0105.m4a,samples/sample-short-0105/transcript.srt,samples/sample-short-0105/captions.vtt,https://example.com/clips/sample-short-0105-t1.jpg
+sample-short-0106,Example: Recipe Short Clip,TikTok,ExampleKitchen,2026-08-19T12:10:00Z,54,en,food;indoor;short,1,https://example.com/clips/sample-short-0106-c1.mp4,https://example.com/clips/sample-short-0106.m4a,samples/sample-short-0106/transcript.srt,samples/sample-short-0106/captions.vtt,https://example.com/clips/sample-short-0106-t1.jpg
+sample-youtube-0107,Example: Public Transport Timelapse,YouTube,ExampleCity,2026-08-20T07:45:00Z,900,en,city;timelapse;transport,7,https://example.com/clips/sample-youtube-0107-c1.mp4,https://example.com/clips/sample-youtube-0107.m4a,samples/sample-youtube-0107/transcript.srt,samples/sample-youtube-0107/captions.vtt,https://example.com/clips/sample-youtube-0107-t1.jpg
+sample-youtube-0108,Example: Medical Tutorial,YouTube,ExampleMed,2026-08-20T15:25:00Z,1560,en,medical;indoor;education,8,https://example.com/clips/sample-youtube-0108-c1.mp4,https://example.com/clips/sample-youtube-0108.m4a,samples/sample-youtube-0108/transcript.srt,samples/sample-youtube-0108/captions.vtt,https://example.com/clips/sample-youtube-0108-t1.jpg
+sample-short-0109,Example: Dance Challenge,TikTok,ExampleDance,2026-08-21T20:00:00Z,44,en,dance;entertainment;short,1,https://example.com/clips/sample-short-0109-c1.mp4,https://example.com/clips/sample-short-0109.m4a,samples/sample-short-0109/transcript.srt,samples/sample-short-0109/captions.vtt,https://example.com/clips/sample-short-0109-t1.jpg
+sample-youtube-0110,Example: Aerial Nature Drone,YouTube,ExampleNature,2026-08-22T08:00:00Z,720,en,nature;aerial;outdoor,5,https://example.com/clips/sample-youtube-0110-c1.mp4,https://example.com/clips/sample-youtube-0110.m4a,samples/sample-youtube-0110/transcript.srt,samples/sample-youtube-0110/captions.vtt,https://example.com/clips/sample-youtube-0110-t1.jpg
+sample-youtube-0111,Example: AI Hardware Teardown,YouTube,ExampleTech,2026-08-23T13:40:00Z,1260,en,tech;review;indoor,6,https://example.com/clips/sample-youtube-0111-c1.mp4,https://example.com/clips/sample-youtube-0111.m4a,samples/sample-youtube-0111/transcript.srt,samples/sample-youtube-0111/captions.vtt,https://example.com/clips/sample-youtube-0111-t1.jpg
+sample-short-0112,Example: Sport Highlights,TikTok,ExampleSports,2026-08-23T17:15:00Z,56,en,sport;outdoor;short,1,https://example.com/clips/sample-short-0112-c1.mp4,https://example.com/clips/sample-short-0112.m4a,samples/sample-short-0112/transcript.srt,samples/sample-short-0112/captions.vtt,https://example.com/clips/sample-short-0112-t1.jpg
+sample-youtube-0113,Example: Museum Walkthrough,YouTube,ExampleMuseum,2026-08-24T10:30:00Z,540,en,culture;indoor;walkthrough,3,https://example.com/clips/sample-youtube-0113-c1.mp4,https://example.com/clips/sample-youtube-0113.m4a,samples/sample-youtube-0113/transcript.srt,samples/sample-youtube-0113/captions.vtt,https://example.com/clips/sample-youtube-0113-t1.jpg
+sample-youtube-0114,Example: Language Lesson,YouTube,ExampleLang,2026-08-24T16:00:00Z,900,en,education;language;tutorial,5,https://example.com/clips/sample-youtube-0114-c1.mp4,https://example.com/clips/sample-youtube-0114.m4a,samples/sample-youtube-0114/transcript.srt,samples/sample-youtube-0114/captions.vtt,https://example.com/clips/sample-youtube-0114-t1.jpg
+sample-short-0115,Example: Home Decor Short,TikTok,ExampleDecor,2026-08-25T09:55:00Z,49,en,lifestyle;indoor;short,1,https://example.com/clips/sample-short-0115-c1.mp4,https://example.com/clips/sample-short-0115.m4a,samples/sample-short-0115/transcript.srt,samples/sample-short-0115/captions.vtt,https://example.com/clips/sample-short-0115-t1.jpg