Catalogue

Four datasets, one record contract.

Every dataset is built on the same pipeline and the same sampling frame, so a record from one joins cleanly to a record from another on region and date.

01

Social Discourse Index

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
Stated in the sample
Unit of observation
region × topic × week
Labels
topic · entity · stance · sentiment · region
Delivery
API · Parquet · CSV

02

Political Narrative

Daily tracking of named political actors, the issues attached to them and the narrative frames used to carry them. Built for teams that need to see a frame move before it reaches national press.

Dataset detail
Coverage
US, GB
Frequency
Daily
History
Stated in the sample
Unit of observation
region × entity × day
Labels
entity · issue · stance · narrative · sentiment
Delivery
API · Parquet

03

Consumer Intent

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
Stated in the sample
Unit of observation
region × brand × week
Labels
category · intent · sentiment · brand
Delivery
API · Parquet · CSV

04

Economic Sentiment

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
Stated in the sample
Unit of observation
region × topic × week
Labels
topic · sentiment · intensity · region
Delivery
API · Parquet · CSV

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