Can bribe reports show seasonal patterns?
Administrative deadlines and service cycles may affect reporting, but correlation needs careful language.
Read article →BRIBESFYI.IN BLOG
Category: <span>Data literacy</span>
Why population-adjusted bribe data can help
Raw counts favour larger places. Per-capita measures can add context when denominators and coverage are reliable.
Read article →Report count vs reported amount: two different signals
Many small reports and a few large reports describe different patterns. Both measures deserve visibility.
Read article →What a bribe-reporting map can and cannot show
Maps are compelling, but colour intensity may reflect participation as much as underlying behaviour.
Read article →Why small sample sizes need clear warnings
A handful of reports cannot reliably describe an entire district, department or state.
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