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"Description": "Builds an area-by-month panel of recorded crime in England\nand Wales from the data.police.uk bulk archive\n, attaches stop and\nsearch intensity as a treatment variable, and provides a\npanel-econometrics toolkit for evaluating policing\ninterventions: two-way fixed effects, event studies,\ndifference-in-differences with staggered adoption, synthetic\ncontrol, spatial spillover and displacement models, and\nstop-crime elasticities by offence type. Area boundaries are\nread from the Office for National Statistics Open Geography\nPortal , Census 2021\npopulation from the 'Nomis' API\n, and notes of\nre-supplied and missing force data from the data.police.uk\nchange log . Every panel\ncarries a contract recording provenance, coverage, geography\nvintage and treatment definition; every estimator names its\nidentifying assumption and ships with a placebo or pre-trend\ndiagnostic.",
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},
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