Comprehensive summary statistics of the YouTube Core Dataset historical coverage and entity mentions.
Summary Statistics
| Metric | Value | Description |
|---|
| Total Utterances | 2.5M | Total mapped ticker observation records |
| Active Channels | 15K+ | Market relevant YouTube channels curated & actively monitored |
| Analyzed Videos | 70K+ | Total videos transcribed, analyzed, and catalogued to-date |
| Identified Speakers | 10K+ | Expert, executive, influencer, analyst speakers identified & catalogued |
| Historical Coverage | 6+ years | Historical data coverage to-date (backfilled prior to Jan 2025) |
| S&P 500 Coverage | 100% | Of S&P 500 companies covered in historical dataset |
| Russell 3000 Coverage | 59% | Of Russell 3000 covered in historical dataset |
| Total Tickers | 1,300+ | Throughout dataset with more than 10+ total mentions |
Top Tickers
By total mention count over full period
| Rank | Ticker | Mentions | Rank | Ticker | Mentions |
|---|
| 1. | TSLA | (84K) | 6. | META | (40K) |
| 2. | AAPL | (67K) | 7. | MSFT | (34K) |
| 3. | AMZN | (52K) | 8. | NFLX | (22K) |
| 4. | NVDA | (47K) | 9. | AMC | (18K) |
| 5. | GOOGL | (45K) | 10. | INTC | (13K) |
Top Channels
By total ticker mentions over full period
| Rank | Channel | Mentions |
|---|
| 1. | @TraderTVLive | (138K) |
| 2. | @CNBC | (73K) |
| 3. | @YahooFinance | (46K) |
| 4. | @michaettyler1354 | (35K) |
| 5. | @startups | (27K) |
| 6. | @MotleyFool | (23K) |
Top Speakers
By cumulative views over full period
| Rank | Speaker | Total Views |
|---|
| 1. | Marques Brownlee | (12.7B) |
| 2. | Arun Maini | (4.8B) |
| 3. | Joe Rogan | (1.8B) |
| 4. | Tim Dillon | (943M) |
| 5. | Lex Fridman | (722M) |
| 6. | Johnny Harris | (630M) |
Statistics reflect historical trial dataset coverage from 2019-2024. Current production dataset includes expanded coverage and real-time updates.
