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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
12 months
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
18 months
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
12 months
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
24 months
Unit of observation
region × topic × week
Labels
topic · sentiment · intensity · region
Delivery
API · Parquet · CSV

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