The base layer. Every topic in the taxonomy gets a weekly salience share and a mean stance per region, computed on transcribed speech rather than captions or hashtags. Confidence intervals ship with every point.
Dataset detail →- Coverage
- US, FR, ES, GB, DE, IT, +7
- Frequency
- Weekly
- History
- 12 months
- Unit of observation
- region × topic × week
- Labels
- topic · entity · stance · sentiment · region
- Delivery
- API · Parquet · CSV
Category-level demand signal derived from what people say they are about to buy, switch away from, or cannot afford. Brand mentions are resolved to a canonical entity list you can map to your own tickers.
Dataset detail →- Coverage
- US, CA, AU, FR, DE, ES
- Frequency
- Weekly
- History
- 12 months
- Unit of observation
- region × brand × week
- Labels
- category · intent · sentiment · brand
- Delivery
- API · Parquet · CSV
The longest history we carry. Sentiment and intensity on labour, prices, housing and credit — designed to be tested against official releases such as the DOL claims print and CPI.
Dataset detail →- Coverage
- US, EU
- Frequency
- Weekly
- History
- 24 months
- Unit of observation
- region × topic × week
- Labels
- topic · sentiment · intensity · region
- Delivery
- API · Parquet · CSV