Constituency360
Where our data comes from

Where our data comes from

Every number on Constituency360 traces back to an official source. Below is the inventory of the primary feeds we monitor.

Read the verification process

Primary source categories

Government resolutions & gazettes

State and central GRs, cabinet decisions, and Standing Committee minutes.

Budget & allocation books

Demand for Grants, Outcome Budgets, and departmental expenditure statements.

Parliament & legislature records

Starred questions, written replies, committee testimonies, and CAG extracts.

Field updates & citizen submissions

Authenticated submissions that include original metadata, geolocation, or supporting documentation.

Citizen submissions undergo moderation and are only published when corroborated with additional sources or documentation.

Verification workflow

01

Structured ingest

Documents are digitised and converted into machine readable entries with metadata.

02

Cross-linking

Allocations are linked to commitments, assets, announcements, and regions.

03

Peer review

A second reviewer validates context, spelling, units, and duplication.

04

Publication & monitoring

Entries are published with timestamps and monitored for errata.

Update cadence

Within 10 business days of a GR or release order

Within 72 hours of notification

Daily moderation cycle

Weekly batch from trusted partners

Constituency360 - Track Political Commitments