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We wanted to build not another spreadsheet with numbers, but a clear public tool. The result is a product that can be shown to a non-specialist and quickly explain what is happening in the economy.
Public B2C · analytics
Public service for analyzing socio-economic trends through Wordstat
The service collects keyword groups from Wordstat, generates social and economic tension indices, and creates automatic reports via LLM.
Timeline~35 days
TypePublic SaaS product
StackPythonFastAPISQLiteWordstat API
Context
A request to build a public product that analyzes population behavioral trends through search query data.
Task
There was no accessible public tool for tracking socio-economic trends in Russia through open data.
Solution
- Collection of Wordstat series by keyword groups: anxiety, consumption, unemployment
- Calculation of social and economic tension indices
- Dynamics visualization with data history
- LLM-generated analytical reports with interpretation
- Public website and open API
Result
The project focused on a practical business task: removing manual routine, reducing errors and giving the team a clear tool for everyday work. The main effect is reflected in the metric: Public API — working product with public API.
Result
KPIPublic API
working product with public API
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Working since 2019