{"metadata":{"title":"The same place looks different through different data","analysis_area":"England and Wales","geography":"331 local authority districts using 2021 boundaries","area_count":331,"source_count":4,"switch_count":300,"consistent_below_count":22,"consistent_above_count":9,"exact_switch_predicate":"minimum ratio_to_fitted across the four sources < 1 AND maximum ratio_to_fitted across the four sources > 1","input_sha256":"e8e6d0bc4b9bb146f713c9ce6ab882316569a79d4664a9e7e7b0dcf29804e7a8","source_order":["twitter_x","meta","multiapp1","multiapp2"],"side_pattern_encoding":"Four characters in source_order: A = above, B = below, F = exactly at the fitted rate","metric":{"public_name":"Relative local coverage index","field_name":"ratio_to_fitted","formula":"(local source count / 2021 Census resident population) / fitted through-origin source rate","fitted_model":"source_count_i = alpha_source * census_population_i","baseline":1,"below_label":"Below that source's fitted proportional rate","above_label":"Above that source's fitted proportional rate","interpretation":"A value of 1 lies on that source's fitted proportional line. Values below or above 1 indicate fewer or more observed identifiers per resident than that source's fitted rate."},"predicates":{"below":"ratio_to_fitted < 1","above":"ratio_to_fitted > 1","switch":"minimum ratio_to_fitted across sources < 1 AND maximum ratio_to_fitted across sources > 1","consistent_below":"maximum ratio_to_fitted across sources < 1","consistent_above":"minimum ratio_to_fitted across sources > 1"},"inputs":{"released_lad_counts":{"path":"outputs/manuscript-data/lad-derived-population-counts.csv","sha256":"e8e6d0bc4b9bb146f713c9ce6ab882316569a79d4664a9e7e7b0dcf29804e7a8"},"lad_code_lookup":{"path":"paper/rsos-debias/scrollytelling/site/data/meta-story.json","sha256":"e34c57038a2eabbb8e59a0eb213a5279a12dcca8b3636ce04d45bc8f7137a12b"}},"caveats":["Source numerators differ: active accounts, aggregate active-account estimates, observed devices and inferred home-location users are not interchangeable unique people.","Source periods differ (March, early April and November 2021), so this is not a harmonised same-date comparison.","The index normalises each source to its own fitted scale; it does not make the underlying source-generation mechanisms equivalent.","A value above or below 1 is not a representativeness score, an individual inclusion probability or a judgement of data quality.","Aggregate local-authority data cannot identify which individuals are absent, duplicated or differently observed.","All calculations use the released LAD-level analytical table and should not be mixed with separately reported national source totals.","Raw-count Pearson correlations are reported only to expose why high linear association does not rule out large local scale differences."]},"sources":[{"id":"twitter_x","label":"Twitter/X","source_type":"single-application","period":"March 2021","numerator_label":"Inferred monthly home locations of active accounts","denominator_label":"2021 Census resident population, all 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