CPPP Procurement Analytics

Who wins India's government tenders?

A visual exploration of 8.8M+ records scraped from the Central Public Procurement Portal — award outcomes, published notices, vendor concentration, and bid competition patterns.

Award Records
—
aoc_tenders table
Award Details
—
parsed JSON pages
Published Tenders
—
tenders_vps table
Tender Details
—
parsed JSON pages
Single-Bid Awards
—
contracts with exactly 1 bid
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Award distribution by year

aoc_tenders

Bid competition patterns

aoc_details

Bids received per award

Tender types

Top companies by contract count

filtered & ranked
#CompanyContractsUnique Orgs
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Top awarding organisations

by contract volume
#OrganisationContractsUnique Bidders
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Published tender notices

tenders_vps

By tender category

Active vs Archived

Top product categories

tender_details
#Product CategoryCount
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Top publishing organisations

by tender volume
#OrganisationTenders Published
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Award explorer

filtered & paginated
DescriptionOrgWinnerBidsValueTypeDate
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Database schema

4 tables, 2 databases

aoc_tenders.db / aoc_tenders

aoc_tenders.db / aoc_details

tenders_vps.db / tenders

tenders_vps.db / tender_details

Tender data assistant
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