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Research & Data Methodology

How Janadesh Labs structures public electoral research
Source hierarchy

Public electoral research prioritises official election authorities, government publications and other primary records where available. Secondary sources may be used for context and should be identified appropriately.

Time period matters

Every electoral figure has a reference period. Historical election results, turnout, electors and polling-station counts should be labelled by the election cycle or publication date. Older figures are not treated as automatically representative of the present.

Geographic structure

Research may be organised through State → District → Parliamentary Constituency → Assembly Constituency → Sector/Mandal → Booth where reliable mappings are available. Boundary or delimitation changes must be considered before comparing different periods.

Survey research

When Janadesh Labs publishes survey findings, the accompanying material should state relevant details such as target population, fieldwork dates, sample size, sampling approach, question wording or questionnaire context where appropriate, mode of data collection, weighting if used and material limitations.

Aggregate reporting

Public voter-mood and demographic analysis should be reported at an appropriate aggregate level. Janadesh Labs does not present inferred individual political preference based on sensitive personal characteristics as public research.

Field information

Authorised field inputs may support operational research. Such inputs should be distinguished from official statistics and reviewed for consistency, recency and source context before they are used in published analysis.

Corrections and revisions

Datasets and research notes may be updated when source agencies revise records or when material errors are identified. Where a revision materially changes a published conclusion, an update note should be considered.

Interpretation

Data describes evidence available for a stated period; it does not by itself establish motive, causation or a future election result. Analytical conclusions should identify important uncertainty and limitations.

Current homepage reference: national electoral-scale figures displayed on Janadesh Labs are labelled as Election Commission of India General Election 2024 cycle data and are not described as a live electoral roll.