{
  "_id": "6aef50bf482d117aebab7ab5",
  "Package": "streetlamp",
  "Title": "Panel Econometrics for the Effect of Police Stop and Search on\nRecorded Crime",
  "Version": "0.2.0",
  "Authors@R": "c(\nperson(\"Mustapha\", \"Wasseja\", , \"muswaseja@gmail.com\", role = c(\"aut\", \"cre\")),\nperson(\"Souci\", \"Frissa\", role = \"aut\"),\nperson(\"Sarah\", \"Hamed\", role = \"aut\"),\nperson(\"Black Thrive Global\", role = c(\"cph\", \"fnd\"))\n)",
  "Description": "Builds an area-by-month panel of recorded crime in England\nand Wales from the data.police.uk bulk archive\n<https://data.police.uk/data/archive/>, 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 <https://geoportal.statistics.gov.uk/>, Census 2021\npopulation from the 'Nomis' API\n<https://www.nomisweb.co.uk/api/v01/help>, and notes of\nre-supplied and missing force data from the data.police.uk\nchange log <https://data.police.uk/changelog/>. 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.",
  "License": "MIT + file LICENSE",
  "URL": "https://github.com/BlackThrive/streetlamp,\nhttps://blackthrive.github.io/streetlamp/",
  "BugReports": "https://github.com/BlackThrive/streetlamp/issues",
  "VignetteBuilder": "knitr",
  "Config/testthat/edition": "3",
  "Config/Needs/website": "rmarkdown",
  "Encoding": "UTF-8",
  "Language": "en-GB",
  "Roxygen": "list(markdown = TRUE)",
  "RoxygenNote": "7.3.3",
  "Config/pak/sysreqs": "libabsl-dev cmake libgdal-dev gdal-bin libgeos-dev\nlibicu-dev libssl-dev libproj-dev libsqlite3-dev\nlibudunits2-dev",
  "Repository": "https://blackthrive.r-universe.dev",
  "Date/Publication": "2026-10-22 21:25:15 UTC",
  "RemoteUrl": "https://github.com/blackthrive/streetlamp",
  "RemoteRef": "HEAD",
  "RemoteSha": "da6650e64180a731cca04b4f2fc781efa8300431",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-11-07 16:20:01 UTC",
    "User": "root"
  },
  "Author": "Mustapha Wasseja [aut, cre],\nSouci Frissa [aut],\nSarah Hamed [aut],\nBlack Thrive Global [cph, fnd]",
  "Maintainer": "Mustapha Wasseja <muswaseja@gmail.com>",
  "_user": "blackthrive",
  "_type": "src",
  "_file": "streetlamp_0.2.0.tar.gz",
  "_fileid": "https://r2.ropensci.org/fd04e68916586093ebbdb2fbfab4ef5ed8e6c3195ac57993e854340ebf90fcbf",
  "_filesize": 3446970,
  "_sha256": "fd04e68916586093ebbdb2fbfab4ef5ed8e6c3195ac57993e854340ebf90fcbf",
  "_expires": "2027-02-15T16:24:29.000Z",
  "_created": "2026-11-07T16:20:01.000Z",
  "_published": "2026-11-07T16:24:31.631Z",
  "_upstream": "https://github.com/blackthrive/streetlamp",
  "_status": "success",
  "_maintainer": {
    "name": "Mustapha Wasseja",
    "email": "muswaseja@gmail.com",
    "login": "muswaseja92",
    "description": "My interests are on Big Data. Macroeconometrics, Spatial Econometrics and Bayesian Statistics.",
    "uuid": 14151271
  },
  "_jobs": [
    {
      "job": 128457772582,
      "time": 210,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "13581144190"
    },
    {
      "job": 128457772547,
      "time": 220,
      "config": "linux-release-x86_64",
      "r": "4.6.2",
      "check": "OK",
      "artifact": "13581104550"
    },
    {
      "job": 128457772604,
      "time": 216,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "13581368219"
    },
    {
      "job": 128457772638,
      "time": 209,
      "config": "macos-release-arm64",
      "r": "4.6.2",
      "check": "OK",
      "artifact": "13581905586"
    },
    {
      "job": 128456566300,
      "time": 286,
      "config": "source",
      "r": "4.6.2",
      "check": "OK",
      "artifact": "13580969606"
    },
    {
      "job": 128457772600,
      "time": 161,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "13581676085"
    },
    {
      "job": 128457772585,
      "time": 197,
      "config": "windows-devel-x86_64",
      "r": "4.7.0",
      "check": "OK",
      "artifact": "13581540847"
    },
    {
      "job": 128457772760,
      "time": 189,
      "config": "windows-oldrel-x86_64",
      "r": "4.5.3",
      "check": "OK",
      "artifact": "13581248692"
    },
    {
      "job": 128457772619,
      "time": 168,
      "config": "windows-release-x86_64",
      "r": "4.6.2",
      "check": "OK",
      "artifact": "13581610728"
    }
  ],
  "_buildurl": "https://github.com/r-universe/blackthrive/actions/runs/42390378654",
  "_commit": {
    "id": "da6650e64180a731cca04b4f2fc781efa8300431",
    "author": "Mustapha Mohammed <mustapha.wasseja.mohammed@gmail.com>",
    "committer": "Mustapha Mohammed <mustapha.wasseja.mohammed@gmail.com>",
    "message": "chore: record the CRAN resubmission of 0.2.0\n",
    "time": 1792704315
  },
  "_distro": "resolute",
  "_host": "GitHub-Actions",
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 4.1.0",
      "role": "Depends"
    },
    {
      "package": "cli",
      "role": "Imports"
    },
    {
      "package": "did",
      "role": "Imports"
    },
    {
      "package": "digest",
      "role": "Imports"
    },
    {
      "package": "dplyr",
      "role": "Imports"
    },
    {
      "package": "fixest",
      "role": "Imports"
    },
    {
      "package": "generics",
      "role": "Imports"
    },
    {
      "package": "ggplot2",
      "version": ">= 3.5.0",
      "role": "Imports"
    },
    {
      "package": "grDevices",
      "role": "Imports"
    },
    {
      "package": "grid",
      "role": "Imports"
    },
    {
      "package": "httr2",
      "role": "Imports"
    },
    {
      "package": "rlang",
      "version": ">= 1.1.0",
      "role": "Imports"
    },
    {
      "package": "sf",
      "role": "Imports"
    },
    {
      "package": "spdep",
      "role": "Imports"
    },
    {
      "package": "stats",
      "role": "Imports"
    },
    {
      "package": "tibble",
      "role": "Imports"
    },
    {
      "package": "tidyr",
      "role": "Imports"
    },
    {
      "package": "tools",
      "role": "Imports"
    },
    {
      "package": "utils",
      "role": "Imports"
    },
    {
      "package": "withr",
      "role": "Imports"
    },
    {
      "package": "didimputation",
      "role": "Suggests"
    },
    {
      "package": "httptest2",
      "role": "Suggests"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    },
    {
      "package": "spelling",
      "role": "Suggests"
    },
    {
      "package": "strucchange",
      "role": "Suggests"
    },
    {
      "package": "Synth",
      "role": "Suggests"
    },
    {
      "package": "testthat",
      "version": ">= 3.0.0",
      "role": "Suggests"
    },
    {
      "package": "vdiffr",
      "role": "Suggests"
    }
  ],
  "_owner": "blackthrive",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [
    {
      "week": "2026-38",
      "n": 4
    },
    {
      "week": "2026-39",
      "n": 20
    },
    {
      "week": "2026-41",
      "n": 5
    },
    {
      "week": "2026-42",
      "n": 9
    },
    {
      "week": "2026-43",
      "n": 3
    }
  ],
  "_tags": [],
  "_stars": 0,
  "_contributors": [
    {
      "user": "mustapha-wasseja",
      "count": 41,
      "uuid": 51772479
    }
  ],
  "_userbio": {
    "uuid": 94692199,
    "type": "organization",
    "name": "Black Thrive",
    "followers": 3
  },
  "_downloads": {
    "count": 0,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/streetlamp"
  },
  "_devurl": "https://github.com/blackthrive/streetlamp",
  "_pkgdown": "https://blackthrive.github.io/streetlamp/",
  "_searchresults": 0,
  "_rbuild": "4.6.2",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/manual.pdf",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md",
    "extra/streetlamp.html",
    "LICENSE"
  ],
  "_homeurl": "https://github.com/blackthrive/streetlamp",
  "_realowner": "blackthrive",
  "_cranurl": true,
  "_releases": [
    {
      "version": "0.2.0",
      "date": "2026-11-06"
    }
  ],
  "_exports": [
    "lamp_adjacency",
    "lamp_adjacency_from_nb",
    "lamp_allocation",
    "lamp_archive_download",
    "lamp_archive_index",
    "lamp_archive_register",
    "lamp_archive_snapshot",
    "lamp_area_lookup",
    "lamp_bank_holidays",
    "lamp_boundaries",
    "lamp_cache_clear",
    "lamp_cache_dir",
    "lamp_changelog",
    "lamp_colours",
    "lamp_contract",
    "lamp_coverage",
    "lamp_coverage_compare",
    "lamp_crime_types",
    "lamp_crimes_prevented",
    "lamp_deprivation",
    "lamp_design_audit",
    "lamp_detect_surges",
    "lamp_did_staggered",
    "lamp_displacement_quotient",
    "lamp_effect_summary",
    "lamp_elasticity",
    "lamp_elasticity_robustness",
    "lamp_event_study",
    "lamp_forces",
    "lamp_list_versions",
    "lamp_lsoa_codes",
    "lamp_lsoa_lookup",
    "lamp_lsoa_vintage",
    "lamp_map",
    "lamp_outcome_types",
    "lamp_panel",
    "lamp_placebo",
    "lamp_population",
    "lamp_pretrends",
    "lamp_read_crime",
    "lamp_read_outcomes",
    "lamp_read_stop_counts",
    "lamp_report",
    "lamp_revintage",
    "lamp_s60_legislation",
    "lamp_sample_boundaries",
    "lamp_sample_panel",
    "lamp_select_version",
    "lamp_shocks",
    "lamp_simulate",
    "lamp_simulation_truth",
    "lamp_spillover",
    "lamp_synth",
    "lamp_table",
    "lamp_theme",
    "lamp_treatment",
    "lamp_trend_sensitivity",
    "lamp_twfe",
    "lamp_version_diff",
    "tidy"
  ],
  "_help": [
    {
      "page": "lamp_adjacency",
      "title": "Spatial adjacency for a set of areas",
      "concept": [
        "panel"
      ],
      "topics": [
        "lamp_adjacency"
      ]
    },
    {
      "page": "lamp_adjacency_from_nb",
      "title": "Build an adjacency object from a neighbour list",
      "concept": [
        "panel"
      ],
      "topics": [
        "lamp_adjacency_from_nb"
      ]
    },
    {
      "page": "lamp_allocation",
      "title": "How stop and search activity follows recorded crime",
      "concept": [
        "estimators"
      ],
      "topics": [
        "lamp_allocation"
      ]
    },
    {
      "page": "lamp_archive_download",
      "title": "Download force-month files from the data.police.uk archive",
      "concept": [
        "ingest"
      ],
      "topics": [
        "lamp_archive_download"
      ]
    },
    {
      "page": "lamp_archive_index",
      "title": "Index of the data.police.uk archive",
      "concept": [
        "ingest"
      ],
      "topics": [
        "lamp_archive_index"
      ]
    },
    {
      "page": "lamp_archive_register",
      "title": "Register a locally downloaded archive zip",
      "concept": [
        "ingest"
      ],
      "topics": [
        "lamp_archive_register"
      ]
    },
    {
      "page": "lamp_archive_snapshot",
      "title": "Snapshot of the archive files held locally",
      "concept": [
        "ingest"
      ],
      "topics": [
        "lamp_archive_snapshot"
      ]
    },
    {
      "page": "lamp_area_lookup",
      "title": "Area hierarchy for 2021 LSOAs",
      "concept": [
        "bundled data"
      ],
      "topics": [
        "lamp_area_lookup"
      ]
    },
    {
      "page": "lamp_bank_holidays",
      "title": "Bank holidays in England and Wales",
      "concept": [
        "bundled data"
      ],
      "topics": [
        "lamp_bank_holidays"
      ]
    },
    {
      "page": "lamp_boundaries",
      "title": "ONS digital boundaries as an sf layer",
      "concept": [
        "panel"
      ],
      "topics": [
        "lamp_boundaries"
      ]
    },
    {
      "page": "lamp_cache_dir",
      "title": "Location of the streetlamp cache",
      "concept": [
        "cache"
      ],
      "topics": [
        "lamp_cache_clear",
        "lamp_cache_dir"
      ]
    },
    {
      "page": "lamp_changelog",
      "title": "The data.police.uk changelog as a table of refresh and gap notes",
      "concept": [
        "panel"
      ],
      "topics": [
        "lamp_changelog"
      ]
    },
    {
      "page": "lamp_colours",
      "title": "The colours streetlamp draws with",
      "concept": [
        "presentation"
      ],
      "topics": [
        "lamp_colours"
      ]
    },
    {
      "page": "lamp_contract",
      "title": "The panel contract",
      "concept": [
        "contract"
      ],
      "topics": [
        "lamp_contract"
      ]
    },
    {
      "page": "lamp_coverage",
      "title": "Coverage audit: which force-months exist, and can be compared",
      "concept": [
        "panel"
      ],
      "topics": [
        "lamp_coverage",
        "lamp_coverage_compare"
      ]
    },
    {
      "page": "lamp_crime_types",
      "title": "Crime type classification used by data.police.uk",
      "concept": [
        "bundled data"
      ],
      "topics": [
        "lamp_crime_types"
      ]
    },
    {
      "page": "lamp_crimes_prevented",
      "title": "Convert an estimate into crimes prevented per thousand searches",
      "concept": [
        "estimators"
      ],
      "topics": [
        "lamp_crimes_prevented"
      ]
    },
    {
      "page": "lamp_deprivation",
      "title": "Small-area deprivation indices for England and Wales",
      "concept": [
        "bundled data"
      ],
      "topics": [
        "lamp_deprivation"
      ]
    },
    {
      "page": "lamp_design_audit",
      "title": "Audit the support and assumptions of an intervention design",
      "concept": [
        "diagnostics"
      ],
      "topics": [
        "lamp_design_audit"
      ]
    },
    {
      "page": "lamp_detect_surges",
      "title": "Detect surges in stop and search activity",
      "concept": [
        "treatment"
      ],
      "topics": [
        "lamp_detect_surges"
      ]
    },
    {
      "page": "lamp_did_staggered",
      "title": "Difference-in-differences with staggered adoption",
      "concept": [
        "estimators"
      ],
      "topics": [
        "lamp_did_staggered"
      ]
    },
    {
      "page": "lamp_displacement_quotient",
      "title": "Weighted displacement quotient",
      "concept": [
        "estimators"
      ],
      "topics": [
        "lamp_displacement_quotient"
      ]
    },
    {
      "page": "lamp_effect_summary",
      "title": "Summarise effects using their joint covariance",
      "concept": [
        "diagnostics"
      ],
      "topics": [
        "lamp_effect_summary"
      ]
    },
    {
      "page": "lamp_elasticity",
      "title": "Elasticity of crime with respect to stop and search",
      "concept": [
        "estimators"
      ],
      "topics": [
        "lamp_elasticity"
      ]
    },
    {
      "page": "lamp_elasticity_robustness",
      "title": "Evaluate an explicit elasticity specification grid",
      "concept": [
        "diagnostics"
      ],
      "topics": [
        "lamp_elasticity_robustness"
      ]
    },
    {
      "page": "lamp_event_study",
      "title": "Event study around a dated intervention",
      "concept": [
        "estimators"
      ],
      "topics": [
        "lamp_event_study"
      ]
    },
    {
      "page": "lamp_forces",
      "title": "Police forces in the data.police.uk archive",
      "concept": [
        "bundled data"
      ],
      "topics": [
        "lamp_forces"
      ]
    },
    {
      "page": "lamp_list_versions",
      "title": "List the archive versions of every force-month file",
      "concept": [
        "ingest"
      ],
      "topics": [
        "lamp_list_versions"
      ]
    },
    {
      "page": "lamp_lsoa_lookup",
      "title": "ONS LSOA code lists and the 2011 to 2021 lookup",
      "concept": [
        "bundled data"
      ],
      "topics": [
        "lamp_lsoa_codes",
        "lamp_lsoa_lookup"
      ]
    },
    {
      "page": "lamp_lsoa_vintage",
      "title": "Detect whether LSOA codes are 2011 or 2021 vintage",
      "concept": [
        "ingest"
      ],
      "topics": [
        "lamp_lsoa_vintage"
      ]
    },
    {
      "page": "lamp_map",
      "title": "Map a panel column, an area-level estimate or a synthetic control's donors",
      "concept": [
        "presentation"
      ],
      "topics": [
        "lamp_map",
        "lamp_map.lamp_elasticity",
        "lamp_map.lamp_estimate",
        "lamp_map.lamp_panel",
        "lamp_map.lamp_synth"
      ]
    },
    {
      "page": "lamp_outcome_types",
      "title": "Outcome classification used by data.police.uk",
      "concept": [
        "bundled data"
      ],
      "topics": [
        "lamp_outcome_types"
      ]
    },
    {
      "page": "lamp_panel",
      "title": "Build an area-by-month panel of crime and stops",
      "concept": [
        "panel"
      ],
      "topics": [
        "lamp_panel"
      ]
    },
    {
      "page": "lamp_placebo",
      "title": "Placebo tests for a streetlamp estimate",
      "concept": [
        "diagnostics"
      ],
      "topics": [
        "lamp_placebo"
      ]
    },
    {
      "page": "lamp_population",
      "title": "Census 2021 usual resident population by area",
      "concept": [
        "panel"
      ],
      "topics": [
        "lamp_population"
      ]
    },
    {
      "page": "lamp_pretrends",
      "title": "Test and interpret pre-trends",
      "concept": [
        "diagnostics"
      ],
      "topics": [
        "lamp_pretrends"
      ]
    },
    {
      "page": "lamp_read_crime",
      "title": "Read street-level crime records from the archive",
      "concept": [
        "ingest"
      ],
      "topics": [
        "lamp_read_crime"
      ]
    },
    {
      "page": "lamp_read_outcomes",
      "title": "Read outcome records from the archive",
      "concept": [
        "ingest"
      ],
      "topics": [
        "lamp_read_outcomes"
      ]
    },
    {
      "page": "lamp_read_stop_counts",
      "title": "Count stops by area and month",
      "concept": [
        "ingest"
      ],
      "topics": [
        "lamp_read_stop_counts"
      ]
    },
    {
      "page": "lamp_report",
      "title": "Build a report on a panel and the estimates made from it",
      "concept": [
        "reporting"
      ],
      "topics": [
        "lamp_report"
      ]
    },
    {
      "page": "lamp_revintage",
      "title": "Re-vintage LSOA codes between 2011 and 2021",
      "concept": [
        "panel"
      ],
      "topics": [
        "lamp_revintage"
      ]
    },
    {
      "page": "lamp_s60_legislation",
      "title": "Legislation label for Section 60 searches",
      "concept": [
        "ingest"
      ],
      "topics": [
        "lamp_s60_legislation"
      ]
    },
    {
      "page": "lamp_sample_panel",
      "title": "The bundled sample panel and boundaries",
      "concept": [
        "bundled data"
      ],
      "topics": [
        "lamp_sample_boundaries",
        "lamp_sample_panel"
      ]
    },
    {
      "page": "lamp_select_version",
      "title": "Select one archive version per force-month file",
      "concept": [
        "ingest"
      ],
      "topics": [
        "lamp_select_version"
      ]
    },
    {
      "page": "lamp_shocks",
      "title": "National policy shocks affecting stop and search or recorded crime",
      "concept": [
        "bundled data"
      ],
      "topics": [
        "lamp_shocks"
      ]
    },
    {
      "page": "lamp_simulate",
      "title": "Simulate a panel with a known treatment effect",
      "concept": [
        "simulation"
      ],
      "topics": [
        "lamp_simulate"
      ]
    },
    {
      "page": "lamp_simulation_truth",
      "title": "Recover exact expected outcomes from a simulated panel",
      "concept": [
        "simulation"
      ],
      "topics": [
        "lamp_simulation_truth"
      ]
    },
    {
      "page": "lamp_spillover",
      "title": "Own-area and neighbour effects estimated together",
      "concept": [
        "estimators"
      ],
      "topics": [
        "lamp_spillover"
      ]
    },
    {
      "page": "lamp_synth",
      "title": "Synthetic control for a single treated area or force",
      "concept": [
        "estimators"
      ],
      "topics": [
        "lamp_synth"
      ]
    },
    {
      "page": "lamp_table",
      "title": "A presentation-ready table from a streetlamp object",
      "concept": [
        "presentation"
      ],
      "topics": [
        "lamp_table",
        "lamp_table.lamp_coverage",
        "lamp_table.lamp_did_staggered",
        "lamp_table.lamp_estimate",
        "lamp_table.lamp_event_study",
        "lamp_table.lamp_pretrends",
        "lamp_table.lamp_synth"
      ]
    },
    {
      "page": "lamp_theme",
      "title": "The ggplot2 theme streetlamp plots use",
      "concept": [
        "presentation"
      ],
      "topics": [
        "lamp_theme"
      ]
    },
    {
      "page": "lamp_treatment",
      "title": "Define the treatment",
      "concept": [
        "treatment"
      ],
      "topics": [
        "lamp_treatment"
      ]
    },
    {
      "page": "lamp_trend_sensitivity",
      "title": "Sensitivity to a specified differential linear trend",
      "concept": [
        "diagnostics"
      ],
      "topics": [
        "lamp_trend_sensitivity"
      ]
    },
    {
      "page": "lamp_twfe",
      "title": "Two-way fixed effects estimate of the effect of stops on crime",
      "concept": [
        "estimators"
      ],
      "topics": [
        "lamp_twfe"
      ]
    },
    {
      "page": "lamp_version_diff",
      "title": "Compare the archive versions of one force-month file",
      "concept": [
        "ingest"
      ],
      "topics": [
        "lamp_version_diff"
      ]
    },
    {
      "page": "tidy.lamp_estimate",
      "title": "Tidy a streetlamp estimate",
      "concept": [
        "estimators"
      ],
      "topics": [
        "tidy.lamp_estimate"
      ]
    }
  ],
  "_readme": "https://github.com/blackthrive/streetlamp/raw/HEAD/README.md",
  "_rundeps": [
    "askpass",
    "BH",
    "bigmemory",
    "bigmemory.sri",
    "BMisc",
    "boot",
    "class",
    "classInt",
    "cli",
    "cpp11",
    "curl",
    "data.table",
    "DBI",
    "deldir",
    "did",
    "digest",
    "dplyr",
    "DRDID",
    "dreamerr",
    "e1071",
    "farver",
    "fastglm",
    "fixest",
    "Formula",
    "generics",
    "ggplot2",
    "glue",
    "gtable",
    "httr2",
    "isoband",
    "KernSmooth",
    "labeling",
    "lattice",
    "lifecycle",
    "magrittr",
    "Matrix",
    "nlme",
    "numDeriv",
    "openssl",
    "pbapply",
    "pillar",
    "pkgconfig",
    "proxy",
    "purrr",
    "R6",
    "RColorBrewer",
    "Rcpp",
    "RcppArmadillo",
    "RcppEigen",
    "rlang",
    "s2",
    "S7",
    "sandwich",
    "scales",
    "sf",
    "sp",
    "spData",
    "spdep",
    "stringi",
    "stringmagic",
    "stringr",
    "sys",
    "tibble",
    "tidyr",
    "tidyselect",
    "trust",
    "units",
    "utf8",
    "uuid",
    "vctrs",
    "viridisLite",
    "withr",
    "wk",
    "zoo"
  ],
  "_vignettes": [
    {
      "source": "displacement-and-spillovers.Rmd",
      "filename": "displacement-and-spillovers.html",
      "title": "Displacement and spillovers",
      "engine": "knitr::rmarkdown",
      "headings": [
        "A panel where displacement is real",
        "What ignoring the spillover does",
        "Estimating both effects together",
        "The weighted displacement quotient",
        "Spatial correlation in the residuals"
      ],
      "created": "2026-09-17 22:22:46",
      "modified": "2026-09-24 20:22:15",
      "commits": 2
    },
    {
      "source": "evaluating-a-surge.Rmd",
      "filename": "evaluating-a-surge.html",
      "title": "Evaluating a stop and search surge",
      "engine": "knitr::rmarkdown",
      "headings": [
        "A panel with a known answer",
        "Defining the treatment",
        "Two-way fixed effects",
        "The event study",
        "What the pre-trend test is worth",
        "Placebo tests",
        "Converting to crimes prevented",
        "When adoption is staggered"
      ],
      "created": "2026-09-17 22:22:46",
      "modified": "2026-09-24 20:22:15",
      "commits": 2
    },
    {
      "source": "archive-to-panel.Rmd",
      "filename": "archive-to-panel.html",
      "title": "From archive to audited crime panel",
      "engine": "knitr::rmarkdown",
      "headings": [
        "The archive is a stack of snapshots, not a database",
        "Reading",
        "Building the panel",
        "The coverage audit",
        "The contract",
        "The bundled sample"
      ],
      "created": "2026-09-17 22:22:46",
      "modified": "2026-10-14 09:35:02",
      "commits": 4
    },
    {
      "source": "research-validation.Rmd",
      "filename": "research-validation.html",
      "title": "Research validation: estimands, heterogeneity and empirical credibility",
      "engine": "knitr::rmarkdown",
      "headings": [
        "A matching target is part of a valid coverage study",
        "Effects can vary by cohort and exposure duration",
        "Summaries and sensitivity retain uncertainty",
        "Empirical evidence needs a design, not just a coefficient",
        "Reproduce the research evidence"
      ],
      "created": "2026-10-09 07:29:51",
      "modified": "2026-10-09 07:29:51",
      "commits": 1
    },
    {
      "source": "simulation-evidence.Rmd",
      "filename": "simulation-evidence.html",
      "title": "Simulation evidence: what each estimator recovers and when it fails",
      "engine": "knitr::rmarkdown",
      "headings": [
        "The generator",
        "Each estimator against its own design",
        "Failure one: the wrong estimator for staggered adoption",
        "Failure two: ignoring a spillover",
        "Failure three: treating an allocation response as an effect",
        "Missing force-months are not zeros",
        "Do the intervals mean what they say?",
        "Which estimator when"
      ],
      "created": "2026-09-17 22:22:46",
      "modified": "2026-10-09 07:29:51",
      "commits": 2
    },
    {
      "source": "elasticities.Rmd",
      "filename": "elasticities.html",
      "title": "Stop-crime slopes and cross-sectional dependence",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Estimate the count mean on an explicit scale",
        "Common correlated effects have a different response scale",
        "Reverse allocation remains an identification question",
        "Converting the estimate requires further assumptions"
      ],
      "created": "2026-09-17 22:22:46",
      "modified": "2026-10-09 07:29:51",
      "commits": 4
    }
  ],
  "_score": 5.176091259055681,
  "_indexed": true,
  "_nocasepkg": "streetlamp",
  "_universes": [
    "blackthrive",
    "muswaseja92"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.2.0",
      "date": "2026-11-07T16:23:00.000Z",
      "distro": "resolute",
      "commit": "da6650e64180a731cca04b4f2fc781efa8300431",
      "fileid": "https://r2.ropensci.org/8bf37dfd896b6309696481f634c112cd0372bbad1883f743f8b965fbe70765c7",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/blackthrive/actions/runs/42390378654"
    },
    {
      "r": "4.6.2",
      "os": "linux",
      "version": "0.2.0",
      "date": "2026-11-07T16:23:03.000Z",
      "distro": "resolute",
      "commit": "da6650e64180a731cca04b4f2fc781efa8300431",
      "fileid": "https://r2.ropensci.org/a686176dd06035320f584c61b211eed870519d5b728e35277bc1510c3d4199ff",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/blackthrive/actions/runs/42390378654"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.2.0",
      "date": "2026-11-07T16:22:33.000Z",
      "commit": "da6650e64180a731cca04b4f2fc781efa8300431",
      "fileid": "https://r2.ropensci.org/b663b28795847d18ea10abf6f80c2f26aca42c21f43d1ac660dcdfaaa92e3dc7",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/blackthrive/actions/runs/42390378654"
    },
    {
      "r": "4.6.2",
      "os": "mac",
      "version": "0.2.0",
      "date": "2026-11-07T16:22:30.000Z",
      "commit": "da6650e64180a731cca04b4f2fc781efa8300431",
      "fileid": "https://r2.ropensci.org/acde47ceb473943b8b4402d5eea109f75118b56379f64546edc510927964e3a8",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/blackthrive/actions/runs/42390378654"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.2.0",
      "date": "2026-11-07T16:23:05.000Z",
      "commit": "da6650e64180a731cca04b4f2fc781efa8300431",
      "fileid": "https://r2.ropensci.org/4a71eca01452bcecf2881cd3da2bc4d443a8224deef5fbd2678e91c446aa6a80",
      "status": "success",
      "buildurl": "https://github.com/r-universe/blackthrive/actions/runs/42390378654"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.2.0",
      "date": "2026-11-07T16:21:56.000Z",
      "commit": "da6650e64180a731cca04b4f2fc781efa8300431",
      "fileid": "https://r2.ropensci.org/424f1500e08c148a96659e4ec802cd71c61152664e1499329f99e05d563960e4",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/blackthrive/actions/runs/42390378654"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "0.2.0",
      "date": "2026-11-07T16:22:03.000Z",
      "commit": "da6650e64180a731cca04b4f2fc781efa8300431",
      "fileid": "https://r2.ropensci.org/9f4e6c8cd61b522d2cc18ed1d72b0d956b6c2a1e9cbcb2a4248bb8d91ba244a7",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/blackthrive/actions/runs/42390378654"
    },
    {
      "r": "4.6.2",
      "os": "win",
      "version": "0.2.0",
      "date": "2026-11-07T16:21:56.000Z",
      "commit": "da6650e64180a731cca04b4f2fc781efa8300431",
      "fileid": "https://r2.ropensci.org/2375a3b880f056e06292a1e73a864100925e1ca41149c535c0865adfcf49b237",
      "status": "success",
      "check": "OK",
      "buildurl": "https://github.com/r-universe/blackthrive/actions/runs/42390378654"
    }
  ]
}