Calls the CKAN package_show verb. The returned list
contains title, notes, resources, etc. -
resources are the individual downloadable files in the package.
Usage
morie_ingest_ckan_package_show(
portal,
package_id,
api_key = NULL,
user_agent = .MORIE_CKAN_DEFAULT_UA,
timeout = .MORIE_CKAN_DEFAULT_TIMEOUT
)Examples
# \donttest{
try(morie_ingest_ckan_package_show(
"https://data.ontario.ca",
"324ff147-816c-4143-a414-d1e973dca140"))
#> $access_instructions
#> $access_instructions$en
#> [1] "None"
#>
#> $access_instructions$fr
#> [1] ""
#>
#>
#> $access_level
#> [1] "open"
#>
#> $asset_type
#> [1] "dataset"
#>
#> $author
#> [1] "Anti-Racism Strategy and Analysis Unit (ARSAU)/Business Intelligence and Insights Branch"
#>
#> $author_email
#> [1] "Solgen.ARSAU@ontario.ca"
#>
#> $creator_user_id
#> [1] "bfa88d4f-4b53-4ad3-813b-8b8847515a55"
#>
#> $current_as_of
#> [1] "2025-08-29"
#>
#> $exemption
#> [1] "none"
#>
#> $exemption_rationale
#> $exemption_rationale$en
#> [1] ""
#>
#> $exemption_rationale$fr
#> [1] ""
#>
#>
#> $geographic_coverage_translated
#> $geographic_coverage_translated$en
#> [1] "Ontario, Police Services"
#>
#> $geographic_coverage_translated$fr
#> [1] "Ontario, Police Services"
#>
#>
#> $geographic_granularity
#> [1] "municipality"
#>
#> $id
#> [1] "324ff147-816c-4143-a414-d1e973dca140"
#>
#> $isopen
#> [1] FALSE
#>
#> $keywords
#> $keywords$en
#> $keywords$en[[1]]
#> [1] "anti-racism"
#>
#> $keywords$en[[2]]
#> [1] "Anti-Racism Act"
#>
#> $keywords$en[[3]]
#> [1] "Anti-Racism Data Standards"
#>
#> $keywords$en[[4]]
#> [1] "ARA"
#>
#> $keywords$en[[5]]
#> [1] "ARDS"
#>
#> $keywords$en[[6]]
#> [1] "criminal justice"
#>
#> $keywords$en[[7]]
#> [1] "identity-based data"
#>
#> $keywords$en[[8]]
#> [1] "Indigenous identity"
#>
#> $keywords$en[[9]]
#> [1] "race"
#>
#> $keywords$en[[10]]
#> [1] "race-based data"
#>
#> $keywords$en[[11]]
#> [1] "race-based data on police use of force"
#>
#> $keywords$en[[12]]
#> [1] "perceived race"
#>
#> $keywords$en[[13]]
#> [1] "police services"
#>
#> $keywords$en[[14]]
#> [1] "use of force"
#>
#>
#> $keywords$fr
#> $keywords$fr[[1]]
#> [1] "données fondées sur l’identité"
#>
#> $keywords$fr[[2]]
#> [1] "données fondées sur la race"
#>
#> $keywords$fr[[3]]
#> [1] "identité autochtone"
#>
#> $keywords$fr[[4]]
#> [1] "justice pénale"
#>
#> $keywords$fr[[5]]
#> [1] "le recours à la force par la police fondées sur la race"
#>
#> $keywords$fr[[6]]
#> [1] "le recours à la force"
#>
#> $keywords$fr[[7]]
#> [1] "loi contre le racisme"
#>
#> $keywords$fr[[8]]
#> [1] "lutte contre le racisme"
#>
#> $keywords$fr[[9]]
#> [1] "normes relatives aux données contre le racisme"
#>
#> $keywords$fr[[10]]
#> [1] "race perçue"
#>
#> $keywords$fr[[11]]
#> [1] "race"
#>
#> $keywords$fr[[12]]
#> [1] "Partenariats pour les services de police communautaire"
#>
#>
#>
#> $license_id
#> [1] "OGL-ON-1.0"
#>
#> $license_title
#> [1] "Open Government Licence – Ontario"
#>
#> $license_url
#> [1] "https://www.ontario.ca/page/open-government-licence-ontario"
#>
#> $maintainer
#> NULL
#>
#> $maintainer_branch
#> $maintainer_branch$en
#> [1] "Business Intelligence and Insights Branch"
#>
#> $maintainer_branch$fr
#> [1] ""
#>
#>
#> $maintainer_email
#> [1] "Solgen.ARSAU@ontario.ca"
#>
#> $maintainer_translated
#> $maintainer_translated$en
#> [1] "Anti-Racism Strategy and Analysis Unit, Ministry of the Solicitor General"
#>
#> $maintainer_translated$fr
#> [1] "Unité de la stratégie et de l’analyse de la lutte contre le racisme, ministère du Solliciteur général"
#>
#>
#> $metadata_created
#> [1] "2023-11-09T18:41:58.186138"
#>
#> $metadata_modified
#> [1] "2026-05-01T18:26:01.976282"
#>
#> $name
#> [1] "police-use-of-force-race-based-data"
#>
#> $notes
#> [1] "The Anti-Racism Act, 2017 and its associated regulation and guidance require the Ministry of the Solicitor General to collect and analyze race-based data in police use of force.\r\nThese datasets include information extracted from provincially mandated police Use of Force Reports.\r\n\r\nThe technical reports that accompany the datasets provide a detailed description of how the data were collected; data quality concerns; data cleaning and validation; and data limitations. This information is essential for understanding how to analyze the data appropriately and interpret any results from analysis.\r\n\r\n__Note__: Datasets on this page may be updated periodically. For information on data updates, please consult the available metadata such as data dictionary and supporting documentation.\r\n\r\n"
#>
#> $notes_translated
#> $notes_translated$en
#> [1] "The Anti-Racism Act, 2017 and its associated regulation and guidance require the Ministry of the Solicitor General to collect and analyze race-based data in police use of force.\r\nThese datasets include information extracted from provincially mandated police Use of Force Reports.\r\n\r\nThe technical reports that accompany the datasets provide a detailed description of how the data were collected; data quality concerns; data cleaning and validation; and data limitations. This information is essential for understanding how to analyze the data appropriately and interpret any results from analysis.\r\n\r\n__Note__: Datasets on this page may be updated periodically. For information on data updates, please consult the available metadata such as data dictionary and supporting documentation.\r\n\r\n"
#>
#> $notes_translated$fr
#> [1] "La Loi de 2017 contre le racisme et son règlement et ses directives connexes exigent que le ministère du Solliciteur général recueille et analyse des données fondées sur la race dans le recours à la force par la police.\r\nCet ensemble de données comprend des renseignements tirés des rapports sur le recours à la force prescrits par la province. \r\n\r\nLes rapports techniques qui accompagne les ensembles de données fournit une description détaillée de la façon dont les données ont été recueillies; les préoccupations relatives à la qualité des données; le nettoyage et la validation des données; et les limites des données. Ces informations sont essentielles pour comprendre comment analyser les données de manière appropriée et interpréter les résultats de l’analyse. \r\n\r\n\r\n__Note__ : Les ensembles de données figurant sur cette page peuvent être mis à jour périodiquement. Pour obtenir des informations sur les mises à jour des données, veuillez consulter les métadonnées disponibles, telles que le dictionnaire de données et la documentation d'appui."
#>
#>
#> $num_resources
#> [1] 21
#>
#> $num_tags
#> [1] 25
#>
#> $opened_date
#> [1] "2023-11-17"
#>
#> $organization
#> $organization$id
#> [1] "c9ec4826-f86b-4922-9c74-ff8e4e15640e"
#>
#> $organization$name
#> [1] "solicitor-general"
#>
#> $organization$title
#> [1] "Solicitor General"
#>
#> $organization$type
#> [1] "organization"
#>
#> $organization$description
#> [1] "Ensuring Ontario's communities are supported and protected by law enforcement, and that public safety and correctional systems are safe, effective, efficient and accountable."
#>
#> $organization$image_url
#> [1] "2020-03-19-211254.135733solicitorgeneral.jpg"
#>
#> $organization$created
#> [1] "2019-12-31T08:54:36.033241"
#>
#> $organization$is_organization
#> [1] TRUE
#>
#> $organization$approval_status
#> [1] "approved"
#>
#> $organization$state
#> [1] "active"
#>
#>
#> $owner_org
#> [1] "c9ec4826-f86b-4922-9c74-ff8e4e15640e"
#>
#> $private
#> [1] FALSE
#>
#> $state
#> [1] "active"
#>
#> $title
#> [1] "Police Use of Force Race-Based Data"
#>
#> $title_translated
#> $title_translated$en
#> [1] "Police Use of Force Race-Based Data"
#>
#> $title_translated$fr
#> [1] "Données sur le recours à la force par la police fondées sur la race"
#>
#>
#> $type
#> [1] "dataset"
#>
#> $update_frequency
#> [1] "yearly"
#>
#> $url
#> [1] "https://www.ontario.ca/page/policing-ontario"
#>
#> $version
#> NULL
#>
#> $resources
#> $resources[[1]]
#> $resources[[1]]$`_skip_next_validation`
#> $resources[[1]]$`_skip_next_validation`[[1]]
#> [1] TRUE
#>
#>
#> $resources[[1]]$cache_last_updated
#> NULL
#>
#> $resources[[1]]$cache_url
#> NULL
#>
#> $resources[[1]]$ckan_url
#> [1] "https://data.ontario.ca"
#>
#> $resources[[1]]$created
#> [1] "2025-08-29T20:01:26.133775"
#>
#> $resources[[1]]$data_last_updated
#> [1] "2025-08-29"
#>
#> $resources[[1]]$data_range_end
#> [1] "2024-12-31"
#>
#> $resources[[1]]$data_range_start
#> [1] "2024-01-01"
#>
#> $resources[[1]]$datastore_active
#> [1] TRUE
#>
#> $resources[[1]]$datastore_contains_all_records_of_source_file
#> [1] TRUE
#>
#> $resources[[1]]$description
#> [1] "This dataset is one of the four datasets that comprise the Police Use of Force database. Depending on the scope of the analysis, linking between datasets may be necessary.\r\nThis particular dataset provides core information, at the report-level, on provincially reportable police use of force incidents that occurred in 2024.\r\nSome variables within this dataset were either too granular or considered sensitive (e.g., open-text variables), therefore presenting an increased risk of re-identification either on their own or when combined with other publicly available information. These variables have been generalized or removed to ensure privacy.\r\nFor more details on this dataset, please refer to the related data dictionary and technical report. \r\n\r\n\r\n__Note:__ This dataset may be updated periodically to reflect new submissions, amendments or corrections. For details on data updates and version history, please consult the available metadata such as data dictionary and supporting documentation.\r\n\r\n\r\nVersion 1.0. \r\nData as of July 08, 2025. \r\nThe dataset follows the UTF-8 encoding standard."
#>
#> $resources[[1]]$description_translated
#> $resources[[1]]$description_translated$en
#> [1] "This dataset is one of the four datasets that comprise the Police Use of Force database. Depending on the scope of the analysis, linking between datasets may be necessary.\r\nThis particular dataset provides core information, at the report-level, on provincially reportable police use of force incidents that occurred in 2024.\r\nSome variables within this dataset were either too granular or considered sensitive (e.g., open-text variables), therefore presenting an increased risk of re-identification either on their own or when combined with other publicly available information. These variables have been generalized or removed to ensure privacy.\r\nFor more details on this dataset, please refer to the related data dictionary and technical report. \r\n\r\n\r\n__Note:__ This dataset may be updated periodically to reflect new submissions, amendments or corrections. For details on data updates and version history, please consult the available metadata such as data dictionary and supporting documentation.\r\n\r\n\r\nVersion 1.0. \r\nData as of July 08, 2025. \r\nThe dataset follows the UTF-8 encoding standard."
#>
#> $resources[[1]]$description_translated$fr
#> [1] "Cet ensemble de données est l’un des quatre ensembles de données qui composent la base de données sur le recours à la force par la police. Selon la portée de l’analyse, il pourrait être nécessaire d’établir des liens entre les ensembles de données.\r\nCet ensemble de données particulier fournit des renseignements de base, au niveau du rapport, sur les incidents provinciaux de recours à la force par les policiers ayant fait l’objet d’une déclaration et qui se sont produits en 2024.\r\nCertaines variables de cet ensemble de données étaient soit trop granulaires, soit considérées comme sensibles (par exemple, les variables en texte libre), et présentaient donc un risque accru de réidentification, soit seules, soit en combinaison avec d’autres renseignements accessibles au public. Ces variables ont été généralisées ou retirées pour garantir la protection de la vie privée.\r\nPour obtenir davantage de renseignements sur cet ensemble de données, veuillez consulter le dictionnaire de données et le rapport technique connexes. \r\n\r\n\r\n__Note:__ Cet ensemble de données peut être mis à jour périodiquement pour refléter de nouvelles soumissions, des amendements ou des corrections. Pour plus de détails sur les mises à jour des données et l'historique des versions, veuillez consulter les métadonnées disponibles telles que le dictionnaire de données et la documentation d'appui. \r\n\r\n\r\nVersion 1.0. \r\nDonnées au 08 juillet 2025. \r\nL'ensemble de données respecte la norme d'encodage UTF-8."
#>
#>
#> $resources[[1]]$format
#> [1] "CSV"
#>
#> $resources[[1]]$hash
#> [1] "fe86da1951ca9039c11a73c56c8c56d3"
#>
#> $resources[[1]]$id
#> [1] "ea9dc29c-b4f1-4426-b1f2-974ce995aca1"
#>
#> $resources[[1]]$ignore_hash
#> [1] TRUE
#>
#> $resources[[1]]$language
#> [1] "english"
#>
#> $resources[[1]]$last_modified
#> [1] "2025-10-08T18:58:37.253929"
#>
#> $resources[[1]]$metadata_modified
#> [1] "2025-10-08T19:00:38.321816"
#>
#> $resources[[1]]$mimetype
#> [1] "application/csv"
#>
#> $resources[[1]]$mimetype_inner
#> NULL
#>
#> $resources[[1]]$name
#> [1] "Police Use of Force – Main Records, 2024"
#>
#> $resources[[1]]$name_translated
#> $resources[[1]]$name_translated$en
#> [1] "Police Use of Force – Main Records, 2024"
#>
#> $resources[[1]]$name_translated$fr
#> [1] "Recours à la force par la police – Principaux dossiers, 2024"
#>
#>
#> $resources[[1]]$original_url
#> [1] "https://data.ontario.ca/dataset/324ff147-816c-4143-a414-d1e973dca140/resource/ea9dc29c-b4f1-4426-b1f2-974ce995aca1/download/uof_main_records.csv"
#>
#> $resources[[1]]$package_id
#> [1] "324ff147-816c-4143-a414-d1e973dca140"
#>
#> $resources[[1]]$position
#> [1] 0
#>
#> $resources[[1]]$publically_available_date
#> [1] "2025-08-29"
#>
#> $resources[[1]]$resource_id
#> [1] "ea9dc29c-b4f1-4426-b1f2-974ce995aca1"
#>
#> $resources[[1]]$resource_type
#> NULL
#>
#> $resources[[1]]$schema
#> [1] ""
#>
#> $resources[[1]]$set_url_type
#> [1] FALSE
#>
#> $resources[[1]]$size
#> [1] 2549959
#>
#> $resources[[1]]$state
#> [1] "active"
#>
#> $resources[[1]]$task_created
#> [1] "2025-10-08 19:00:39.445654"
#>
#> $resources[[1]]$type
#> [1] "data"
#>
#> $resources[[1]]$url
#> [1] "https://data.ontario.ca/dataset/324ff147-816c-4143-a414-d1e973dca140/resource/ea9dc29c-b4f1-4426-b1f2-974ce995aca1/download/uof_main_records.csv"
#>
#> $resources[[1]]$url_type
#> [1] "upload"
#>
#> $resources[[1]]$validation_options
#> [1] ""
#>
#> $resources[[1]]$validation_status
#> [1] "success"
#>
#> $resources[[1]]$validation_timestamp
#> [1] "2025-10-08T19:00:38.063406"
#>
#>
#> $resources[[2]]
#> $resources[[2]]$`_skip_next_validation`
#> $resources[[2]]$`_skip_next_validation`[[1]]
#> [1] TRUE
#>
#>
#> $resources[[2]]$cache_last_updated
#> NULL
#>
#> $resources[[2]]$cache_url
#> NULL
#>
#> $resources[[2]]$ckan_url
#> [1] "https://data.ontario.ca"
#>
#> $resources[[2]]$created
#> [1] "2025-08-29T20:07:27.314888"
#>
#> $resources[[2]]$data_last_updated
#> [1] "2025-08-29"
#>
#> $resources[[2]]$data_range_end
#> [1] "2024-12-31"
#>
#> $resources[[2]]$data_range_start
#> [1] "2024-01-01"
#>
#> $resources[[2]]$datastore_active
#> [1] TRUE
#>
#> $resources[[2]]$datastore_contains_all_records_of_source_file
#> [1] TRUE
#>
#> $resources[[2]]$description
#> [1] "This dataset is one of the four datasets that comprise the Use of Force database. Depending on the scope of the analysis, some linkage between datasets may be required.\r\n\r\n\r\nThis particular dataset provides information about the individuals in respect of whom a Police Use of Force Report is completed.\r\nSome variables within this dataset were either too granular or considered sensitive (open-text variables), therefore presenting an increased risk of re-identification either on their own or when combined with other publicly available information. These variables have been generalized or removed to ensure privacy.\r\nPlease refer to the data dictionary for more details.\r\n\r\n__Note:__ This dataset may be updated periodically to reflect new submissions, amendments or corrections. For details on data updates and version history, please consult the available metadata such as data dictionary and supporting documentation.\r\n\r\n\r\nVersion 1.0. \r\nData as of July 08, 2025. \r\nThe dataset follows the UTF-8 encoding standard."
#>
#> $resources[[2]]$description_translated
#> $resources[[2]]$description_translated$en
#> [1] "This dataset is one of the four datasets that comprise the Use of Force database. Depending on the scope of the analysis, some linkage between datasets may be required.\r\n\r\n\r\nThis particular dataset provides information about the individuals in respect of whom a Police Use of Force Report is completed.\r\nSome variables within this dataset were either too granular or considered sensitive (open-text variables), therefore presenting an increased risk of re-identification either on their own or when combined with other publicly available information. These variables have been generalized or removed to ensure privacy.\r\nPlease refer to the data dictionary for more details.\r\n\r\n__Note:__ This dataset may be updated periodically to reflect new submissions, amendments or corrections. For details on data updates and version history, please consult the available metadata such as data dictionary and supporting documentation.\r\n\r\n\r\nVersion 1.0. \r\nData as of July 08, 2025. \r\nThe dataset follows the UTF-8 encoding standard."
#>
#> $resources[[2]]$description_translated$fr
#> [1] "Cet ensemble de données est l’un des quatre ensembles de données qui composent la base de données sur le recours à la force. Selon la portée de l’analyse, il pourrait être nécessaire d’établir certains liens entre les ensembles de données.\r\nCet ensemble de données particulier fournit des renseignements sur les personnes à l’égard desquelles un rapport de recours à la force par la police est rempli.\r\n\r\n\r\nCertaines variables de cet ensemble de données étaient soit trop granulaires, soit considérées comme sensibles (les variables en texte libre), et présentaient donc un risque accru de réidentification, soit seules, soit en combinaison avec d’autres renseignements accessibles au public. Ces variables ont été généralisées ou retirées pour garantir la protection de la vie privée.\r\n\r\n\r\n__Note:__ Cet ensemble de données peut être mis à jour périodiquement pour refléter de nouvelles soumissions, des amendements ou des corrections. Pour plus de détails sur les mises à jour des données et l'historique des versions, veuillez consulter les métadonnées disponibles telles que le dictionnaire de données et la documentation d'appui.\r\n\r\n\r\nVersion 1.0. \r\nDonnées au 08 juillet 2025. \r\nL'ensemble de données respecte la norme d'encodage UTF-8."
#>
#>
#> $resources[[2]]$format
#> [1] "CSV"
#>
#> $resources[[2]]$hash
#> [1] "ca9f0df5b34658aab00383fa669c3770"
#>
#> $resources[[2]]$id
#> [1] "690d4c5e-095e-49a0-bbab-b7fc680f3c6b"
#>
#> $resources[[2]]$ignore_hash
#> [1] TRUE
#>
#> $resources[[2]]$language
#> [1] "english"
#>
#> $resources[[2]]$last_modified
#> [1] "2025-10-08T19:01:08.686380"
#>
#> $resources[[2]]$metadata_modified
#> [1] "2025-10-08T19:01:36.897109"
#>
#> $resources[[2]]$mimetype
#> [1] "application/csv"
#>
#> $resources[[2]]$mimetype_inner
#> NULL
#>
#> $resources[[2]]$name
#> [1] "Police Use of Force – Individual Records, 2024"
#>
#> $resources[[2]]$name_translated
#> $resources[[2]]$name_translated$en
#> [1] "Police Use of Force – Individual Records, 2024"
#>
#> $resources[[2]]$name_translated$fr
#> [1] "Recours à la force par la police – Dossiers personnels/individuels, 2024"
#>
#>
#> $resources[[2]]$original_url
#> [1] "https://data.ontario.ca/dataset/324ff147-816c-4143-a414-d1e973dca140/resource/690d4c5e-095e-49a0-bbab-b7fc680f3c6b/download/uof_individual_records.csv"
#>
#> $resources[[2]]$package_id
#> [1] "324ff147-816c-4143-a414-d1e973dca140"
#>
#> $resources[[2]]$position
#> [1] 1
#>
#> $resources[[2]]$publically_available_date
#> [1] "2025-08-29"
#>
#> $resources[[2]]$resource_id
#> [1] "690d4c5e-095e-49a0-bbab-b7fc680f3c6b"
#>
#> $resources[[2]]$resource_type
#> NULL
#>
#> $resources[[2]]$schema
#> [1] ""
#>
#> $resources[[2]]$set_url_type
#> [1] FALSE
#>
#> $resources[[2]]$size
#> [1] 2759756
#>
#> $resources[[2]]$state
#> [1] "active"
#>
#> $resources[[2]]$task_created
#> [1] "2025-10-08 19:01:36.893543"
#>
#> $resources[[2]]$type
#> [1] "data"
#>
#> $resources[[2]]$url
#> [1] "https://data.ontario.ca/dataset/324ff147-816c-4143-a414-d1e973dca140/resource/690d4c5e-095e-49a0-bbab-b7fc680f3c6b/download/uof_individual_records.csv"
#>
#> $resources[[2]]$url_type
#> [1] "upload"
#>
#> $resources[[2]]$validation_options
#> [1] ""
#>
#> $resources[[2]]$validation_status
#> [1] "success"
#>
#> $resources[[2]]$validation_timestamp
#> [1] "2025-10-08T19:01:35.889951"
#>
#>
#> $resources[[3]]
#> $resources[[3]]$`_skip_next_validation`
#> $resources[[3]]$`_skip_next_validation`[[1]]
#> [1] TRUE
#>
#>
#> $resources[[3]]$cache_last_updated
#> NULL
#>
#> $resources[[3]]$cache_url
#> NULL
#>
#> $resources[[3]]$ckan_url
#> [1] "https://data.ontario.ca"
#>
#> $resources[[3]]$created
#> [1] "2025-08-29T20:11:03.623266"
#>
#> $resources[[3]]$data_last_updated
#> [1] "2025-08-29"
#>
#> $resources[[3]]$data_range_end
#> [1] "2024-12-31"
#>
#> $resources[[3]]$data_range_start
#> [1] "2024-01-01"
#>
#> $resources[[3]]$datastore_active
#> [1] TRUE
#>
#> $resources[[3]]$datastore_contains_all_records_of_source_file
#> [1] TRUE
#>
#> $resources[[3]]$description
#> [1] "This dataset is one of the four datasets that comprise the Use of Force database. Depending on the scope of the analysis, some linkage between datasets may be required.\r\n\r\n\r\nThis particular dataset provides information about the weapon(s) that individuals in respect of whom a Police Use of Force Report is completed was perceived/believed to have or have access to.\r\nTo reduce the risk of re-identification, one variable that contained open text information on other types of weapons used was removed from the dataset.\r\n\r\n\r\n__Note:__ This dataset may be updated periodically to reflect new submissions, amendments or corrections. For details on data updates and version history, please consult the available metadata such as data dictionary and supporting documentation.\r\n\r\n\r\nVersion 1.0. \r\nData as of July 08, 2025. \r\nThe dataset follows the UTF-8 encoding standard."
#>
#> $resources[[3]]$description_translated
#> $resources[[3]]$description_translated$en
#> [1] "This dataset is one of the four datasets that comprise the Use of Force database. Depending on the scope of the analysis, some linkage between datasets may be required.\r\n\r\n\r\nThis particular dataset provides information about the weapon(s) that individuals in respect of whom a Police Use of Force Report is completed was perceived/believed to have or have access to.\r\nTo reduce the risk of re-identification, one variable that contained open text information on other types of weapons used was removed from the dataset.\r\n\r\n\r\n__Note:__ This dataset may be updated periodically to reflect new submissions, amendments or corrections. For details on data updates and version history, please consult the available metadata such as data dictionary and supporting documentation.\r\n\r\n\r\nVersion 1.0. \r\nData as of July 08, 2025. \r\nThe dataset follows the UTF-8 encoding standard."
#>
#> $resources[[3]]$description_translated$fr
#> [1] "Cet ensemble de données est l’un des quatre ensembles de données qui composent la base de données sur le recours à la force. Selon la portée de l’analyse, il pourrait être nécessaire d’établir certains liens entre les ensembles de données.\r\nCet ensemble de données particulier fournit des renseignements sur la ou les armes auxquelles les personnes visées par un rapport sur le recours à la force par la police semblaient avoir accès ou étaient présumées d’avoir accès.\r\n\r\n\r\nAfin de réduire le risque de réidentification, une variable qui contenait des renseignements en texte ouvert sur d’autres types d’armes utilisées a été retirée de l’ensemble de données.\r\n\r\n\r\n__Note:__ Cet ensemble de données peut être mis à jour périodiquement pour refléter de nouvelles soumissions, des amendements ou des corrections. Pour plus de détails sur les mises à jour des données et l'historique des versions, veuillez consulter les métadonnées disponibles telles que le dictionnaire de données et la documentation d'appui. \r\n\r\n\r\nVersion 1.0. \r\nDonnées au 08 juillet 2025. \r\nL'ensemble de données respecte la norme d'encodage UTF-8."
#>
#>
#> $resources[[3]]$format
#> [1] "CSV"
#>
#> $resources[[3]]$hash
#> [1] "97da4f379fc5c9f1499027ca8d5f3582"
#>
#> $resources[[3]]$id
#> [1] "2c1ab494-d636-4c17-9699-3819112982a5"
#>
#> $resources[[3]]$ignore_hash
#> [1] TRUE
#>
#> $resources[[3]]$language
#> [1] "english"
#>
#> $resources[[3]]$last_modified
#> [1] "2025-10-08T19:02:14.193674"
#>
#> $resources[[3]]$metadata_modified
#> [1] "2025-10-08T19:02:28.567742"
#>
#> $resources[[3]]$mimetype
#> [1] "application/csv"
#>
#> $resources[[3]]$mimetype_inner
#> NULL
#>
#> $resources[[3]]$name
#> [1] "Police Use of Force – Weapon Records, 2024"
#>
#> $resources[[3]]$name_translated
#> $resources[[3]]$name_translated$en
#> [1] "Police Use of Force – Weapon Records, 2024"
#>
#> $resources[[3]]$name_translated$fr
#> [1] "Recours à la force par la police – Dossiers sur les armes, 2024"
#>
#>
#> $resources[[3]]$original_url
#> [1] "https://data.ontario.ca/dataset/324ff147-816c-4143-a414-d1e973dca140/resource/2c1ab494-d636-4c17-9699-3819112982a5/download/uof_weapon_records.csv"
#>
#> $resources[[3]]$package_id
#> [1] "324ff147-816c-4143-a414-d1e973dca140"
#>
#> $resources[[3]]$position
#> [1] 2
#>
#> $resources[[3]]$publically_available_date
#> [1] "2025-08-29"
#>
#> $resources[[3]]$resource_id
#> [1] "2c1ab494-d636-4c17-9699-3819112982a5"
#>
#> $resources[[3]]$resource_type
#> NULL
#>
#> $resources[[3]]$schema
#> [1] ""
#>
#> $resources[[3]]$set_url_type
#> [1] FALSE
#>
#> $resources[[3]]$size
#> [1] 349475
#>
#> $resources[[3]]$state
#> [1] "active"
#>
#> $resources[[3]]$task_created
#> [1] "2025-10-08 19:02:29.618548"
#>
#> $resources[[3]]$type
#> [1] "data"
#>
#> $resources[[3]]$url
#> [1] "https://data.ontario.ca/dataset/324ff147-816c-4143-a414-d1e973dca140/resource/2c1ab494-d636-4c17-9699-3819112982a5/download/uof_weapon_records.csv"
#>
#> $resources[[3]]$url_type
#> [1] "upload"
#>
#> $resources[[3]]$validation_options
#> [1] ""
#>
#> $resources[[3]]$validation_status
#> [1] "success"
#>
#> $resources[[3]]$validation_timestamp
#> [1] "2025-10-08T19:02:28.422718"
#>
#>
#> $resources[[4]]
#> $resources[[4]]$`_skip_next_validation`
#> $resources[[4]]$`_skip_next_validation`[[1]]
#> [1] TRUE
#>
#>
#> $resources[[4]]$cache_last_updated
#> NULL
#>
#> $resources[[4]]$cache_url
#> NULL
#>
#> $resources[[4]]$ckan_url
#> [1] "https://data.ontario.ca"
#>
#> $resources[[4]]$created
#> [1] "2025-08-29T20:13:57.940283"
#>
#> $resources[[4]]$data_last_updated
#> [1] "2025-08-29"
#>
#> $resources[[4]]$data_range_end
#> [1] "2024-12-31"
#>
#> $resources[[4]]$data_range_start
#> [1] "2024-01-01"
#>
#> $resources[[4]]$datastore_active
#> [1] TRUE
#>
#> $resources[[4]]$datastore_contains_all_records_of_source_file
#> [1] TRUE
#>
#> $resources[[4]]$description
#> [1] "This dataset is one of the four datasets that comprise the Police Use of Force database. Depending on the scope of the analysis, some linkage between datasets may be required.\r\n\r\n\r\nThis particular dataset provides information about the cycles in each deployment mode when cartridge/probe conducted energy weapons were used.\r\n\r\n\r\n__Note:__ This dataset may be updated periodically to reflect new submissions, amendments or corrections. For details on data updates and version history, please consult the available metadata such as data dictionary and supporting documentation.\r\n\r\n\r\nVersion 1.0. \r\nData as of July 08, 2025. \r\nThe dataset follows the UTF-8 encoding standard."
#>
#> $resources[[4]]$description_translated
#> $resources[[4]]$description_translated$en
#> [1] "This dataset is one of the four datasets that comprise the Police Use of Force database. Depending on the scope of the analysis, some linkage between datasets may be required.\r\n\r\n\r\nThis particular dataset provides information about the cycles in each deployment mode when cartridge/probe conducted energy weapons were used.\r\n\r\n\r\n__Note:__ This dataset may be updated periodically to reflect new submissions, amendments or corrections. For details on data updates and version history, please consult the available metadata such as data dictionary and supporting documentation.\r\n\r\n\r\nVersion 1.0. \r\nData as of July 08, 2025. \r\nThe dataset follows the UTF-8 encoding standard."
#>
#> $resources[[4]]$description_translated$fr
#> [1] "Cet ensemble de données est l’un des quatre ensembles de données qui composent la base de données sur le recours à la force par la police. Selon la portée de l’analyse, il pourrait être nécessaire d’établir certains liens entre les ensembles de données.\r\n\r\n\r\nCet ensemble de données particulier fournit des renseignements sur les cycles dans chaque mode de déploiement lorsque des armes avec sondes à décharge électrique ont été utilisées.\r\n\r\n\r\n__Note:__ Cet ensemble de données peut être mis à jour périodiquement pour refléter de nouvelles soumissions, des amendements ou des corrections. Pour plus de détails sur les mises à jour des données et l'historique des versions, veuillez consulter les métadonnées disponibles telles que le dictionnaire de données et la documentation d'appui.\r\n\r\n\r\nVersion 1.0. \r\nDonnées au 08 juillet 2025. \r\nL'ensemble de données respecte la norme d'encodage UTF-8. "
#>
#>
#> $resources[[4]]$format
#> [1] "CSV"
#>
#> $resources[[4]]$hash
#> [1] "a8a83a1372f58adb26e54bf0125187db"
#>
#> $resources[[4]]$id
#> [1] "76875b6a-4352-4722-a3f6-997cc220dc4f"
#>
#> $resources[[4]]$ignore_hash
#> [1] TRUE
#>
#> $resources[[4]]$language
#> [1] "english"
#>
#> $resources[[4]]$last_modified
#> [1] "2025-10-08T19:02:52.398198"
#>
#> $resources[[4]]$metadata_modified
#> [1] "2025-10-08T19:03:02.798510"
#>
#> $resources[[4]]$mimetype
#> [1] "application/csv"
#>
#> $resources[[4]]$mimetype_inner
#> NULL
#>
#> $resources[[4]]$name
#> [1] "Police Use of Force – Cycle/Probe Records, 2024"
#>
#> $resources[[4]]$name_translated
#> $resources[[4]]$name_translated$en
#> [1] "Police Use of Force – Cycle/Probe Records, 2024"
#>
#> $resources[[4]]$name_translated$fr
#> [1] "Recours à la force par la police – Dossiers sur les cycles/sondes, 2024"
#>
#>
#> $resources[[4]]$original_url
#> [1] "https://data.ontario.ca/dataset/324ff147-816c-4143-a414-d1e973dca140/resource/76875b6a-4352-4722-a3f6-997cc220dc4f/download/uof_probe_cycle_records.csv"
#>
#> $resources[[4]]$package_id
#> [1] "324ff147-816c-4143-a414-d1e973dca140"
#>
#> $resources[[4]]$position
#> [1] 3
#>
#> $resources[[4]]$publically_available_date
#> [1] "2025-08-29"
#>
#> $resources[[4]]$resource_id
#> [1] "76875b6a-4352-4722-a3f6-997cc220dc4f"
#>
#> $resources[[4]]$resource_type
#> NULL
#>
#> $resources[[4]]$schema
#> [1] ""
#>
#> $resources[[4]]$set_url_type
#> [1] FALSE
#>
#> $resources[[4]]$size
#> [1] 36791
#>
#> $resources[[4]]$state
#> [1] "active"
#>
#> $resources[[4]]$task_created
#> [1] "2025-10-08 19:03:03.891335"
#>
#> $resources[[4]]$type
#> [1] "data"
#>
#> $resources[[4]]$url
#> [1] "https://data.ontario.ca/dataset/324ff147-816c-4143-a414-d1e973dca140/resource/76875b6a-4352-4722-a3f6-997cc220dc4f/download/uof_probe_cycle_records.csv"
#>
#> $resources[[4]]$url_type
#> [1] "upload"
#>
#> $resources[[4]]$validation_options
#> [1] ""
#>
#> $resources[[4]]$validation_status
#> [1] "success"
#>
#> $resources[[4]]$validation_timestamp
#> [1] "2025-10-08T19:03:02.658654"
#>
#>
#> $resources[[5]]
#> $resources[[5]]$cache_last_updated
#> NULL
#>
#> $resources[[5]]$cache_url
#> NULL
#>
#> $resources[[5]]$created
#> [1] "2025-08-29T20:58:36.384037"
#>
#> $resources[[5]]$data_last_updated
#> [1] "2025-08-29"
#>
#> $resources[[5]]$data_range_end
#> [1] "2024-12-31"
#>
#> $resources[[5]]$data_range_start
#> [1] "2024-01-01"
#>
#> $resources[[5]]$datastore_active
#> [1] FALSE
#>
#> $resources[[5]]$datastore_contains_all_records_of_source_file
#> [1] FALSE
#>
#> $resources[[5]]$description
#> [1] "Metadata and additional information (collection of names, definitions, and attributes about data elements) for the 2024 Police Use of Force Datasets.\r\n\r\n__Note:__ This resource may be updated periodically.\r\n\r\nVersion 1.0."
#>
#> $resources[[5]]$description_translated
#> $resources[[5]]$description_translated$en
#> [1] "Metadata and additional information (collection of names, definitions, and attributes about data elements) for the 2024 Police Use of Force Datasets.\r\n\r\n__Note:__ This resource may be updated periodically.\r\n\r\nVersion 1.0."
#>
#> $resources[[5]]$description_translated$fr
#> [1] "Métadonnées et renseignements supplémentaires (collection de noms, de définitions et d'attributs concernant les éléments de données) pour l’ensemble de données sur le recours à la force par la police 2024.\r\n\r\n__Note :__ Cette ressource est susceptible d’être mise à jour à intervalles réguliers.\r\n\r\nVersion 1.0.\r\n\r\n\r\n\r\nVersion 1.0.\r\n"
#>
#>
#> $resources[[5]]$format
#> [1] "XLSX"
#>
#> $resources[[5]]$hash
#> [1] ""
#>
#> $resources[[5]]$id
#> [1] "cc75a4f6-f49d-40d7-b5af-79ee3b8277ab"
#>
#> $resources[[5]]$language
#> [1] "english_and_french"
#>
#> $resources[[5]]$last_modified
#> [1] "2025-08-29T20:58:36.015830"
#>
#> $resources[[5]]$metadata_modified
#> [1] "2026-05-01T18:26:01.996212"
#>
#> $resources[[5]]$mimetype
#> [1] "application/vnd.openxmlformats-officedocument.spreadsheetml.sheet"
#>
#> $resources[[5]]$mimetype_inner
#> NULL
#>
#> $resources[[5]]$name
#> [1] "Police Use of Force - Data Dictionary, 2024"
#>
#> $resources[[5]]$name_translated
#> $resources[[5]]$name_translated$en
#> [1] "Police Use of Force - Data Dictionary, 2024"
#>
#> $resources[[5]]$name_translated$fr
#> [1] "Ensembles de données sur le recours à la force - Dictionnaire de données, 2024"
#>
#>
#> $resources[[5]]$package_id
#> [1] "324ff147-816c-4143-a414-d1e973dca140"
#>
#> $resources[[5]]$position
#> [1] 4
#>
#> $resources[[5]]$publically_available_date
#> [1] "2025-08-29"
#>
#> $resources[[5]]$resource_type
#> NULL
#>
#> $resources[[5]]$schema
#> [1] ""
#>
#> $resources[[5]]$size
#> [1] 115222
#>
#> $resources[[5]]$state
#> [1] "active"
#>
#> $resources[[5]]$type
#> [1] "data_dictionary"
#>
#> $resources[[5]]$url
#> [1] "https://data.ontario.ca/dataset/324ff147-816c-4143-a414-d1e973dca140/resource/cc75a4f6-f49d-40d7-b5af-79ee3b8277ab/download/datadictionary_uof_en_fr_v1.0_20250822.xlsx"
#>
#> $resources[[5]]$url_type
#> [1] "upload"
#>
#> $resources[[5]]$validation_options
#> [1] ""
#>
#> $resources[[5]]$validation_status
#> [1] ""
#>
#> $resources[[5]]$validation_timestamp
#> [1] ""
#>
#>
#> $resources[[6]]
#> $resources[[6]]$cache_last_updated
#> NULL
#>
#> $resources[[6]]$cache_url
#> NULL
#>
#> $resources[[6]]$created
#> [1] "2025-08-29T20:41:33.853908"
#>
#> $resources[[6]]$data_last_updated
#> [1] "2025-08-29"
#>
#> $resources[[6]]$data_range_end
#> [1] "2024-12-31"
#>
#> $resources[[6]]$data_range_start
#> [1] "2024-01-01"
#>
#> $resources[[6]]$datastore_active
#> [1] FALSE
#>
#> $resources[[6]]$datastore_contains_all_records_of_source_file
#> [1] FALSE
#>
#> $resources[[6]]$description
#> [1] "This technical report provides a background on the legislative context relevant to the data collection and reporting, a description of the data collection tool (Police Use of Force Report), an overview of the data collection, cleaning, and analytic methodologies, and a review of the scope and limitations of the data collected, and descriptive analyses for the 2024 calendar year. \r\n\r\n\r\nPlease contact the ministry at SolGen.ARSAU@ontario.ca if you require alternate formats to access the content of this document.\r\n"
#>
#> $resources[[6]]$description_translated
#> $resources[[6]]$description_translated$en
#> [1] "This technical report provides a background on the legislative context relevant to the data collection and reporting, a description of the data collection tool (Police Use of Force Report), an overview of the data collection, cleaning, and analytic methodologies, and a review of the scope and limitations of the data collected, and descriptive analyses for the 2024 calendar year. \r\n\r\n\r\nPlease contact the ministry at SolGen.ARSAU@ontario.ca if you require alternate formats to access the content of this document.\r\n"
#>
#> $resources[[6]]$description_translated$fr
#> [1] "Le présent rapport technique fournit un contexte législatif pertinent à la collecte de données et à la production de rapports, une description de l’outil de collecte de données (rapport sur l’usage de la force par la police), un aperçu des méthodes de collecte, de nettoyage et d’analyse des données, ainsi qu’un examen de la portée et des limites des données recueillies, ainsi que des analyses descriptives pour l'année civile 2024. \r\n\r\n\r\nVeuillez nous informer à l'adresse SolGen.ARSAU@ontario.ca si vous avez besoin de formats différents pour accéder au contenu de ce document.\r\n"
#>
#>
#> $resources[[6]]$format
#> [1] "DOCX"
#>
#> $resources[[6]]$hash
#> [1] ""
#>
#> $resources[[6]]$id
#> [1] "4168e5b2-10a8-4d4c-ba20-3a3c30577630"
#>
#> $resources[[6]]$language
#> [1] "english"
#>
#> $resources[[6]]$last_modified
#> [1] "2025-08-29T21:13:33.763658"
#>
#> $resources[[6]]$metadata_modified
#> [1] "2025-09-02T13:06:16.218428"
#>
#> $resources[[6]]$mimetype
#> [1] "application/vnd.openxmlformats-officedocument.wordprocessingml.document"
#>
#> $resources[[6]]$mimetype_inner
#> NULL
#>
#> $resources[[6]]$name
#> [1] "Policing Race- and Identity-Based Data Analyses Technical Report, 2025"
#>
#> $resources[[6]]$name_translated
#> $resources[[6]]$name_translated$en
#> [1] "Policing Race- and Identity-Based Data Analyses Technical Report, 2025"
#>
#> $resources[[6]]$name_translated$fr
#> [1] "Rapport technique de l’analyse des données fondées sur la race et l’identité des services de police, 2025"
#>
#>
#> $resources[[6]]$package_id
#> [1] "324ff147-816c-4143-a414-d1e973dca140"
#>
#> $resources[[6]]$position
#> [1] 5
#>
#> $resources[[6]]$publically_available_date
#> [1] "2025-08-29"
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#> $resources[[6]]$resource_type
#> NULL
#>
#> $resources[[6]]$schema
#> [1] ""
#>
#> $resources[[6]]$size
#> [1] 3734740
#>
#> $resources[[6]]$state
#> [1] "active"
#>
#> $resources[[6]]$type
#> [1] "technical_document"
#>
#> $resources[[6]]$url
#> [1] "https://data.ontario.ca/dataset/324ff147-816c-4143-a414-d1e973dca140/resource/4168e5b2-10a8-4d4c-ba20-3a3c30577630/download/policing_ara_technical_report_2025_en.docx"
#>
#> $resources[[6]]$url_type
#> [1] "upload"
#>
#> $resources[[6]]$validation_options
#> [1] ""
#>
#> $resources[[6]]$validation_status
#> [1] ""
#>
#> $resources[[6]]$validation_timestamp
#> [1] ""
#>
#>
#> $resources[[7]]
#> $resources[[7]]$cache_last_updated
#> NULL
#>
#> $resources[[7]]$cache_url
#> NULL
#>
#> $resources[[7]]$created
#> [1] "2025-08-29T20:44:12.895179"
#>
#> $resources[[7]]$data_last_updated
#> [1] "2025-08-29"
#>
#> $resources[[7]]$data_range_end
#> [1] "2024-12-31"
#>
#> $resources[[7]]$data_range_start
#> [1] "2024-01-01"
#>
#> $resources[[7]]$datastore_active
#> [1] FALSE
#>
#> $resources[[7]]$datastore_contains_all_records_of_source_file
#> [1] FALSE
#>
#> $resources[[7]]$description
#> [1] "This technical report provides a background on the legislative context relevant to the data collection and reporting, a description of the data collection tool (Police Use of Force Report), an overview of the data collection, cleaning, and analytic methodologies, and a review of the scope and limitations of the data collected, and descriptive analyses for the 2024 calendar year.\r\n\r\n \r\nPlease contact the ministry at SolGen.ARSAU@ontario.ca if you require alternate formats to access the content of this document.\r\n"
#>
#> $resources[[7]]$description_translated
#> $resources[[7]]$description_translated$en
#> [1] "This technical report provides a background on the legislative context relevant to the data collection and reporting, a description of the data collection tool (Police Use of Force Report), an overview of the data collection, cleaning, and analytic methodologies, and a review of the scope and limitations of the data collected, and descriptive analyses for the 2024 calendar year.\r\n\r\n \r\nPlease contact the ministry at SolGen.ARSAU@ontario.ca if you require alternate formats to access the content of this document.\r\n"
#>
#> $resources[[7]]$description_translated$fr
#> [1] "Le présent rapport technique fournit un contexte législatif pertinent à la collecte de données et à la production de rapports, une description de l’outil de collecte de données (rapport sur l’usage de la force par la police), un aperçu des méthodes de collecte, de nettoyage et d’analyse des données, ainsi qu’un examen de la portée et des limites des données recueillies, ainsi que des analyses descriptives pour l'année civile 2024. \r\n\r\n\r\nVeuillez nous informer à l'adresse SolGen.ARSAU@ontario.ca si vous avez besoin de formats différents pour accéder au contenu de ce document.\r\n"
#>
#>
#> $resources[[7]]$format
#> [1] "DOCX"
#>
#> $resources[[7]]$hash
#> [1] ""
#>
#> $resources[[7]]$id
#> [1] "f7d7e889-df78-401c-81f8-bee164a3384c"
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#> $resources[[7]]$language
#> [1] "french"
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#> $resources[[7]]$last_modified
#> [1] "2025-08-29T20:44:12.637901"
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#> [1] "2025-08-29T21:13:33.843177"
#>
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#> NULL
#>
#> $resources[[7]]$name
#> [1] "Policing Race- and Identity-Based Data Analyses Technical Report, 2025"
#>
#> $resources[[7]]$name_translated
#> $resources[[7]]$name_translated$en
#> [1] "Policing Race- and Identity-Based Data Analyses Technical Report, 2025"
#>
#> $resources[[7]]$name_translated$fr
#> [1] "Rapport technique de l’analyse des données fondées sur la race et l’identité des services de police, 2025"
#>
#>
#> $resources[[7]]$package_id
#> [1] "324ff147-816c-4143-a414-d1e973dca140"
#>
#> $resources[[7]]$position
#> [1] 6
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#>
#> $resources[[7]]$type
#> [1] "technical_document"
#>
#> $resources[[7]]$url
#> [1] "https://data.ontario.ca/dataset/324ff147-816c-4143-a414-d1e973dca140/resource/f7d7e889-df78-401c-81f8-bee164a3384c/download/policing_ara_technical_report_2025_fr.docx"
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#> $resources[[7]]$validation_timestamp
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#>
#>
#> $resources[[8]]
#> $resources[[8]]$`_skip_next_validation`
#> $resources[[8]]$`_skip_next_validation`[[1]]
#> [1] TRUE
#>
#>
#> $resources[[8]]$cache_last_updated
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#> $resources[[8]]$cache_url
#> NULL
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#> $resources[[8]]$ckan_url
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#>
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#>
#> $resources[[8]]$data_range_end
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#> $resources[[8]]$data_range_start
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#>
#> $resources[[8]]$datastore_active
#> [1] TRUE
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#> $resources[[8]]$datastore_contains_all_records_of_source_file
#> [1] TRUE
#>
#> $resources[[8]]$description
#> [1] "This dataset is one of the four datasets that comprise the Police Use of Force database. Depending on the scope of the analysis, linking between datasets may be necessary.\r\nThis particular dataset provides core information, at the report-level, on provincially reportable police use of force incidents that occurred in 2023.\r\nSome variables within this dataset were either too granular or considered sensitive (e.g., open-text variables), therefore presenting an increased risk of re-identification either on their own or when combined with other publicly available information. These variables have been generalized or removed to ensure privacy.\r\nFor more details on this dataset, please refer to the related data dictionary and technical report.\r\nThis dataset include all 2023 reports that were submitted to the ministry by July 26, 2024. The dataset follow the UTF-8 encoding standard."
#>
#> $resources[[8]]$description_translated
#> $resources[[8]]$description_translated$en
#> [1] "This dataset is one of the four datasets that comprise the Police Use of Force database. Depending on the scope of the analysis, linking between datasets may be necessary.\r\nThis particular dataset provides core information, at the report-level, on provincially reportable police use of force incidents that occurred in 2023.\r\nSome variables within this dataset were either too granular or considered sensitive (e.g., open-text variables), therefore presenting an increased risk of re-identification either on their own or when combined with other publicly available information. These variables have been generalized or removed to ensure privacy.\r\nFor more details on this dataset, please refer to the related data dictionary and technical report.\r\nThis dataset include all 2023 reports that were submitted to the ministry by July 26, 2024. The dataset follow the UTF-8 encoding standard."
#>
#> $resources[[8]]$description_translated$fr
#> [1] "Cet ensemble de données est l’un des quatre ensembles de données qui composent la base de données sur le recours à la force par la police. Selon la portée de l’analyse, il pourrait être nécessaire d’établir des liens entre les ensembles de données.\r\nCet ensemble de données particulier fournit des renseignements de base, au niveau du rapport, sur les incidents provinciaux de recours à la force par les policiers ayant fait l’objet d’une déclaration et qui se sont produits en 2023.\r\nCertaines variables de cet ensemble de données étaient soit trop granulaires, soit considérées comme sensibles (par exemple, les variables en texte libre), et présentaient donc un risque accru de réidentification, soit seules, soit en combinaison avec d’autres renseignements accessibles au public. Ces variables ont été généralisées ou retirées pour garantir la protection de la vie privée.\r\nPour obtenir davantage de renseignements sur cet ensemble de données, veuillez consulter le dictionnaire de données et le rapport technique connexes.\r\nCet ensemble de données inclut tous les rapports de 2023 qui ont été soumis au ministère avant le 26 juillet 2024. L’ensemble de données suit la norme d’encodage UTF-8."
#>
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#>
#> $resources[[8]]$hash
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#>
#> $resources[[8]]$ignore_hash
#> [1] TRUE
#>
#> $resources[[8]]$language
#> [1] "english"
#>
#> $resources[[8]]$last_modified
#> [1] "2025-05-22T23:07:48.345065"
#>
#> $resources[[8]]$metadata_modified
#> [1] "2025-08-11T14:51:09.375685"
#>
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#> NULL
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#> [1] "Police Use of Force – Main Records, 2023"
#>
#> $resources[[8]]$name_translated
#> $resources[[8]]$name_translated$en
#> [1] "Police Use of Force – Main Records, 2023"
#>
#> $resources[[8]]$name_translated$fr
#> [1] "Recours à la force par la police – Principaux dossiers, 2023"
#>
#>
#> $resources[[8]]$original_url
#> [1] "https://data.ontario.ca/dataset/324ff147-816c-4143-a414-d1e973dca140/resource/94f303a2-963e-4fd1-958d-6681b310cb6d/download/uof_main_records.csv"
#>
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#> [1] "2024-08-02"
#>
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#>
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#> NULL
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#> $resources[[8]]$type
#> [1] "data"
#>
#> $resources[[8]]$url
#> [1] "https://data.ontario.ca/dataset/324ff147-816c-4143-a414-d1e973dca140/resource/94f303a2-963e-4fd1-958d-6681b310cb6d/download/uof_main_records.csv"
#>
#> $resources[[8]]$url_type
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#> $resources[[8]]$validation_options
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#> $resources[[8]]$validation_status
#> [1] "success"
#>
#> $resources[[8]]$validation_timestamp
#> [1] "2025-08-11T14:51:09.188134"
#>
#>
#> $resources[[9]]
#> $resources[[9]]$`_skip_next_validation`
#> $resources[[9]]$`_skip_next_validation`[[1]]
#> [1] TRUE
#>
#>
#> $resources[[9]]$cache_last_updated
#> NULL
#>
#> $resources[[9]]$cache_url
#> NULL
#>
#> $resources[[9]]$ckan_url
#> [1] "https://data.ontario.ca"
#>
#> $resources[[9]]$created
#> [1] "2025-06-17T17:43:23.651184"
#>
#> $resources[[9]]$data_last_updated
#> [1] "2025-06-17"
#>
#> $resources[[9]]$data_range_end
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#>
#> $resources[[9]]$data_range_start
#> [1] "2023-01-01"
#>
#> $resources[[9]]$datastore_active
#> [1] TRUE
#>
#> $resources[[9]]$datastore_contains_all_records_of_source_file
#> [1] TRUE
#>
#> $resources[[9]]$description
#> [1] "This dataset is one of the four datasets that comprise the Use of Force database. Depending on the scope of the analysis, some linkage between datasets may be required. This particular dataset provides information about the individuals in respect of whom a Police Use of Force Report is completed. Some variables within this dataset were either too granular or considered sensitive (open-text variables), therefore presenting an increased risk of re-identification either on their own or when combined with other publicly available information. These variables have been generalized or removed to ensure privacy. Please refer to the data dictionary for more details. This dataset include all 2023 reports that were submitted to the ministry by July 26, 2024. The dataset follow the UTF-8 encoding standard."
#>
#> $resources[[9]]$description_translated
#> $resources[[9]]$description_translated$en
#> [1] "This dataset is one of the four datasets that comprise the Use of Force database. Depending on the scope of the analysis, some linkage between datasets may be required. This particular dataset provides information about the individuals in respect of whom a Police Use of Force Report is completed. Some variables within this dataset were either too granular or considered sensitive (open-text variables), therefore presenting an increased risk of re-identification either on their own or when combined with other publicly available information. These variables have been generalized or removed to ensure privacy. Please refer to the data dictionary for more details. This dataset include all 2023 reports that were submitted to the ministry by July 26, 2024. The dataset follow the UTF-8 encoding standard."
#>
#> $resources[[9]]$description_translated$fr
#> [1] "Cet ensemble de données est l’un des quatre ensembles de données qui composent la base de données sur le recours à la force. Selon la portée de l’analyse, il pourrait être nécessaire d’établir certains liens entre les ensembles de données. Cet ensemble de données particulier fournit des renseignements sur les personnes à l’égard desquelles un rapport de recours à la force par la police est rempli. Certaines variables de cet ensemble de données étaient soit trop granulaires, soit considérées comme sensibles (les variables en texte libre), et présentaient donc un risque accru de réidentification, soit seules, soit en combinaison avec d’autres renseignements accessibles au public. Ces variables ont été généralisées ou retirées pour garantir la protection de la vie privée. Veuillez consulter le dictionnaire de données pour obtenir davantage de renseignements. Cet ensemble de données inclut tous les rapports de 2023 qui ont été soumis au ministère avant le 26 juillet 2024. L’ensemble de données suit la norme d’encodage UTF-8."
#>
#>
#> $resources[[9]]$format
#> [1] "CSV"
#>
#> $resources[[9]]$hash
#> [1] "323024fdc7c29f67a14bcf165781cca6"
#>
#> $resources[[9]]$id
#> [1] "133c73fa-9d8e-435e-8c6d-7d1e14d1e88d"
#>
#> $resources[[9]]$ignore_hash
#> [1] TRUE
#>
#> $resources[[9]]$language
#> [1] "english"
#>
#> $resources[[9]]$last_modified
#> [1] "2025-06-17T17:43:23.368962"
#>
#> $resources[[9]]$metadata_modified
#> [1] "2025-06-17T17:45:18.122517"
#>
#> $resources[[9]]$mimetype
#> [1] "application/csv"
#>
#> $resources[[9]]$mimetype_inner
#> NULL
#>
#> $resources[[9]]$name
#> [1] "Police Use of Force – Individual Records, 2023"
#>
#> $resources[[9]]$name_translated
#> $resources[[9]]$name_translated$en
#> [1] "Police Use of Force – Individual Records, 2023"
#>
#> $resources[[9]]$name_translated$fr
#> [1] "Recours à la force par la police – Dossiers personnels/individuels, 2023"
#>
#>
#> $resources[[9]]$original_url
#> [1] "https://data.ontario.ca/dataset/324ff147-816c-4143-a414-d1e973dca140/resource/133c73fa-9d8e-435e-8c6d-7d1e14d1e88d/download/uof_individual_records.csv"
#>
#> $resources[[9]]$package_id
#> [1] "324ff147-816c-4143-a414-d1e973dca140"
#>
#> $resources[[9]]$position
#> [1] 8
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#> $resources[[9]]$publically_available_date
#> [1] "2024-08-02"
#>
#> $resources[[9]]$resource_id
#> [1] "133c73fa-9d8e-435e-8c6d-7d1e14d1e88d"
#>
#> $resources[[9]]$resource_type
#> NULL
#>
#> $resources[[9]]$schema
#> [1] ""
#>
#> $resources[[9]]$set_url_type
#> [1] FALSE
#>
#> $resources[[9]]$size
#> [1] 2756556
#>
#> $resources[[9]]$state
#> [1] "active"
#>
#> $resources[[9]]$task_created
#> [1] "2025-06-17 17:45:19.366184"
#>
#> $resources[[9]]$type
#> [1] "data"
#>
#> $resources[[9]]$url
#> [1] "https://data.ontario.ca/dataset/324ff147-816c-4143-a414-d1e973dca140/resource/133c73fa-9d8e-435e-8c6d-7d1e14d1e88d/download/uof_individual_records.csv"
#>
#> $resources[[9]]$url_type
#> [1] "upload"
#>
#> $resources[[9]]$validation_options
#> [1] ""
#>
#> $resources[[9]]$validation_status
#> [1] "success"
#>
#> $resources[[9]]$validation_timestamp
#> [1] "2025-06-17T17:45:17.967227"
#>
#>
#> $resources[[10]]
#> $resources[[10]]$`_skip_next_validation`
#> $resources[[10]]$`_skip_next_validation`[[1]]
#> [1] TRUE
#>
#>
#> $resources[[10]]$cache_last_updated
#> NULL
#>
#> $resources[[10]]$cache_url
#> NULL
#>
#> $resources[[10]]$created
#> [1] "2024-08-02T23:13:51.456246"
#>
#> $resources[[10]]$data_last_updated
#> [1] "2025-05-22"
#>
#> $resources[[10]]$data_range_end
#> [1] "2023-12-31"
#>
#> $resources[[10]]$data_range_start
#> [1] "2023-01-01"
#>
#> $resources[[10]]$datastore_active
#> [1] TRUE
#>
#> $resources[[10]]$datastore_contains_all_records_of_source_file
#> [1] FALSE
#>
#> $resources[[10]]$description
#> [1] "This dataset is one of the four datasets that comprise the Use of Force database. Depending on the scope of the analysis, some linkage between datasets may be required.\r\nThis particular dataset provides information about the weapon(s) that individuals in respect of whom a Police Use of Force Report is completed was perceived/believed to have or have access to.\r\nTo reduce the risk of re-identification, one variable that contained open text information on other types of weapons used was removed from the dataset.\r\nThis dataset include all 2023 reports that were submitted to the ministry by July 26, 2024. The dataset follow the UTF-8 encoding standard.\r\n"
#>
#> $resources[[10]]$description_translated
#> $resources[[10]]$description_translated$en
#> [1] "This dataset is one of the four datasets that comprise the Use of Force database. Depending on the scope of the analysis, some linkage between datasets may be required.\r\nThis particular dataset provides information about the weapon(s) that individuals in respect of whom a Police Use of Force Report is completed was perceived/believed to have or have access to.\r\nTo reduce the risk of re-identification, one variable that contained open text information on other types of weapons used was removed from the dataset.\r\nThis dataset include all 2023 reports that were submitted to the ministry by July 26, 2024. The dataset follow the UTF-8 encoding standard.\r\n"
#>
#> $resources[[10]]$description_translated$fr
#> [1] "Cet ensemble de données est l’un des quatre ensembles de données qui composent la base de données sur le recours à la force. Selon la portée de l’analyse, il pourrait être nécessaire d’établir certains liens entre les ensembles de données.\r\nCet ensemble de données particulier fournit des renseignements sur la ou les armes auxquelles les personnes visées par un rapport sur le recours à la force par la police semblaient avoir accès ou étaient présumées d’avoir accès.\r\nAfin de réduire le risque de réidentification, une variable qui contenait des renseignements en texte ouvert sur d’autres types d’armes utilisées a été retirée de l’ensemble de données.\r\nCet ensemble de données inclut tous les rapports de 2023 qui ont été soumis au ministère avant le 26 juillet 2024. L’ensemble de données suit la norme d’encodage UTF-8.\r\n"
#>
#>
#> $resources[[10]]$format
#> [1] "CSV"
#>
#> $resources[[10]]$hash
#> [1] "ccc4573feb9387a217de506435533d0b"
#>
#> $resources[[10]]$id
#> [1] "962522dc-0b2e-4d10-ae3c-bfa638087546"
#>
#> $resources[[10]]$language
#> [1] "english"
#>
#> $resources[[10]]$last_modified
#> [1] "2025-05-22T16:16:33.058239"
#>
#> $resources[[10]]$metadata_modified
#> [1] "2025-05-22T19:13:25.018880"
#>
#> $resources[[10]]$mimetype
#> [1] "text/csv"
#>
#> $resources[[10]]$mimetype_inner
#> NULL
#>
#> $resources[[10]]$name
#> [1] "Police Use of Force – Weapon Records, 2023"
#>
#> $resources[[10]]$name_translated
#> $resources[[10]]$name_translated$en
#> [1] "Police Use of Force – Weapon Records, 2023"
#>
#> $resources[[10]]$name_translated$fr
#> [1] "Recours à la force par la police – Dossiers sur les armes, 2023"
#>
#>
#> $resources[[10]]$package_id
#> [1] "324ff147-816c-4143-a414-d1e973dca140"
#>
#> $resources[[10]]$position
#> [1] 9
#>
#> $resources[[10]]$publically_available_date
#> [1] "2024-08-02"
#>
#> $resources[[10]]$resource_type
#> NULL
#>
#> $resources[[10]]$schema
#> [1] ""
#>
#> $resources[[10]]$size
#> [1] 470957
#>
#> $resources[[10]]$state
#> [1] "active"
#>
#> $resources[[10]]$type
#> [1] "data"
#>
#> $resources[[10]]$url
#> [1] "https://data.ontario.ca/dataset/324ff147-816c-4143-a414-d1e973dca140/resource/962522dc-0b2e-4d10-ae3c-bfa638087546/download/uof_weapon_records.csv"
#>
#> $resources[[10]]$url_type
#> [1] "upload"
#>
#> $resources[[10]]$validation_options
#> [1] ""
#>
#> $resources[[10]]$validation_status
#> [1] "failure"
#>
#> $resources[[10]]$validation_timestamp
#> [1] "2025-05-22T19:13:24.870848"
#>
#>
#> $resources[[11]]
#> $resources[[11]]$`_skip_next_validation`
#> $resources[[11]]$`_skip_next_validation`[[1]]
#> [1] TRUE
#>
#>
#> $resources[[11]]$cache_last_updated
#> NULL
#>
#> $resources[[11]]$cache_url
#> NULL
#>
#> $resources[[11]]$ckan_url
#> [1] "https://data.ontario.ca"
#>
#> $resources[[11]]$created
#> [1] "2024-08-02T23:17:33.778464"
#>
#> $resources[[11]]$data_last_updated
#> [1] "2025-05-22"
#>
#> $resources[[11]]$data_range_end
#> [1] "2023-12-31"
#>
#> $resources[[11]]$data_range_start
#> [1] "2023-01-01"
#>
#> $resources[[11]]$datastore_active
#> [1] TRUE
#>
#> $resources[[11]]$datastore_contains_all_records_of_source_file
#> [1] TRUE
#>
#> $resources[[11]]$description
#> [1] "This dataset is one of the four datasets that comprise the Police Use of Force database. Depending on the scope of the analysis, some linkage between datasets may be required.\r\nThis particular dataset provides information about the cycles in each deployment mode when cartridge/probe conducted energy weapons were used.\r\nThis dataset include all 2023 reports that were submitted to the ministry by July 26, 2024. The dataset follow the UTF-8 encoding standard.\r\n"
#>
#> $resources[[11]]$description_translated
#> $resources[[11]]$description_translated$en
#> [1] "This dataset is one of the four datasets that comprise the Police Use of Force database. Depending on the scope of the analysis, some linkage between datasets may be required.\r\nThis particular dataset provides information about the cycles in each deployment mode when cartridge/probe conducted energy weapons were used.\r\nThis dataset include all 2023 reports that were submitted to the ministry by July 26, 2024. The dataset follow the UTF-8 encoding standard.\r\n"
#>
#> $resources[[11]]$description_translated$fr
#> [1] "Cet ensemble de données est l’un des quatre ensembles de données qui composent la base de données sur le recours à la force par la police. Selon la portée de l’analyse, il pourrait être nécessaire d’établir certains liens entre les ensembles de données.\r\nCet ensemble de données particulier fournit des renseignements sur les cycles dans chaque mode de déploiement lorsque des armes avec sondes à décharge électrique ont été utilisées.\r\nCet ensemble de données inclut tous les rapports de 2023 qui ont été soumis au ministère avant le 16 juillet 2024. L’ensemble de données suit la norme d’encodage UTF-8.\r\n"
#>
#>
#> $resources[[11]]$format
#> [1] "CSV"
#>
#> $resources[[11]]$hash
#> [1] "34fd4f4a9e4c7b9cb2a8bc047fd339a6"
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#> [1] "This dataset provides information about provincially reportable police use of force and the race of individuals, as perceived by members of the police forces, in respect of whom a use of force report is prepared.\r\nSelect variables (i.e., ‘Officer rank’, ‘Officer length of service’, ‘Review – recommended post traumatic’ and ‘Review- recommended other training’) have been removed from the dataset to reduce the risk of re-identification.\r\n"
#>
#> $resources[[17]]$description_translated
#> $resources[[17]]$description_translated$en
#> [1] "This dataset provides information about provincially reportable police use of force and the race of individuals, as perceived by members of the police forces, in respect of whom a use of force report is prepared.\r\nSelect variables (i.e., ‘Officer rank’, ‘Officer length of service’, ‘Review – recommended post traumatic’ and ‘Review- recommended other training’) have been removed from the dataset to reduce the risk of re-identification.\r\n"
#>
#> $resources[[17]]$description_translated$fr
#> [1] "Cet ensemble de données fournit des renseignements sur le recours à la force par la police devant faire l’objet d’un rapport provincial et sur la race des individus, telle que perçue par les membres des services de police, à l’égard desquels un rapport sur le recours à la force est préparé.\r\nCertaines variables (c.-à-d. « Grade d’agent », « Durée de service de l’agent », « Examen – post-traumatique recommandé » et « Examen - autre formation recommandée ») ont été retirées de l’ensemble de données afin de réduire le risque de réidentification.\r\n"
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#> [1] "Police Use of Force – Detailed Dataset, 2020-2022"
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#> $resources[[18]]$description
#> [1] "This file provides aggregated counts of the Police Use of Force Reports, broken-down by type of report. In addition, the chart includes aggregated counts and percentages of the Use of Force Reports containing race-based information that meet the criteria of a provincially reportable use of force event (as defined in the regulation) involving one to three civilians, by select categories (i.e., report type, team type, length of service, rank, attire, police assignment, number of civilians, number of officers involved, reason for use of force, perceived weapon(s) carried, type of force used, perceived race)"
#>
#> $resources[[18]]$description_translated
#> $resources[[18]]$description_translated$en
#> [1] "This file provides aggregated counts of the Police Use of Force Reports, broken-down by type of report. In addition, the chart includes aggregated counts and percentages of the Use of Force Reports containing race-based information that meet the criteria of a provincially reportable use of force event (as defined in the regulation) involving one to three civilians, by select categories (i.e., report type, team type, length of service, rank, attire, police assignment, number of civilians, number of officers involved, reason for use of force, perceived weapon(s) carried, type of force used, perceived race)"
#>
#> $resources[[18]]$description_translated$fr
#> [1] "Ce fichier de données présente les chiffres agrégés des rapports sur le recours à la force par la police, ventilés par type de rapport. De plus, le tableau comprend les chiffres et les pourcentages agrégés des rapports sur le recours à la force contenant des renseignements fondés sur la race qui répondent aux critères d’un événement de recours à la force devant faire l’objet d’un rapport provincial (tel que défini dans le règlement) mettant en cause un à trois civils, selon certaines catégories (c.-à-d. le type de rapport, le type d’équipe, la durée du service, le grade, la tenue vestimentaire, l’affectation à la police, le nombre de civils; le nombre d’agents impliqués, la raison du recours à la force, la ou les armes perçues comme étant portées, le type de force utilisé, la race perçue)"
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#> $resources[[19]]$description_translated$en
#> [1] "Metadata and additional information for the 2020-2022 Police Use of Force Dataset."
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#> $resources[[19]]$description_translated$fr
#> [1] "Métadonnées et renseignements supplémentaires pour l’ensemble de données sur le recours à la force par la police 2020-2022."
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#> $resources[[19]]$name_translated$en
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#> $resources[[20]]$data_range_start
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#> $resources[[20]]$description
#> [1] "This technical report provides a background on the legislative context relevant to the data collection and reporting, a description of the data collection tool (Use of Force Report), an overview of the data collection, cleaning, and analytic methodologies, and a review of the scope and limitations of the data collected, and descriptive analyses. \r\n\r\nPlease advise us if you require alternate formats to access the content of this document.\r\n"
#>
#> $resources[[20]]$description_translated
#> $resources[[20]]$description_translated$en
#> [1] "This technical report provides a background on the legislative context relevant to the data collection and reporting, a description of the data collection tool (Use of Force Report), an overview of the data collection, cleaning, and analytic methodologies, and a review of the scope and limitations of the data collected, and descriptive analyses. \r\n\r\nPlease advise us if you require alternate formats to access the content of this document.\r\n"
#>
#> $resources[[20]]$description_translated$fr
#> [1] "Le présent rapport technique fournit un contexte législatif pertinent à la collecte de données et à la production de rapports, une description de l’outil de collecte de données (rapport sur l’usage de la force), un aperçu des méthodes de collecte, de nettoyage et d’analyse des données, ainsi qu’un examen de la portée et des limites des données recueillies, ainsi que des analyses descriptives. \r\n\r\nVeuillez nous informer si vous avez besoin de formats différents pour accéder au contenu de ce document.\r\n"
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#> $resources[[20]]$name_translated$en
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#> $resources[[21]]$description_translated
#> $resources[[21]]$description_translated$en
#> [1] "This technical report provides a background on the legislative context relevant to the data collection and reporting, a description of the data collection tool (Use of Force Report), an overview of the data collection, cleaning, and analytic methodologies, and a review of the scope and limitations of the data collected, and descriptive analyses. \r\n\r\nPlease advise us if you require alternate formats to access the content of this document.\r\n"
#>
#> $resources[[21]]$description_translated$fr
#> [1] "Le présent rapport technique fournit un contexte législatif pertinent à la collecte de données et à la production de rapports, une description de l’outil de collecte de données (rapport sur l’usage de la force), un aperçu des méthodes de collecte, de nettoyage et d’analyse des données, ainsi qu’un examen de la portée et des limites des données recueillies, ainsi que des analyses descriptives. \r\n\r\nVeuillez nous informer si vous avez besoin de formats différents pour accéder au contenu de ce document.\r\n"
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#> $tags[[6]]
#> $tags[[6]]$display_name
#> [1] "Partenariats pour les services de police communautaire"
#>
#> $tags[[6]]$id
#> [1] "44cd777b-ce66-4b0e-aca8-79383891ede1"
#>
#> $tags[[6]]$name
#> [1] "Partenariats pour les services de police communautaire"
#>
#> $tags[[6]]$state
#> [1] "active"
#>
#> $tags[[6]]$vocabulary_id
#> NULL
#>
#>
#> $tags[[7]]
#> $tags[[7]]$display_name
#> [1] "anti-racism"
#>
#> $tags[[7]]$id
#> [1] "d29f9d79-bde9-4d61-9e81-6989925fdfdb"
#>
#> $tags[[7]]$name
#> [1] "anti-racism"
#>
#> $tags[[7]]$state
#> [1] "active"
#>
#> $tags[[7]]$vocabulary_id
#> NULL
#>
#>
#> $tags[[8]]
#> $tags[[8]]$display_name
#> [1] "criminal justice"
#>
#> $tags[[8]]$id
#> [1] "5161d117-af02-4f56-962e-45bdf3704329"
#>
#> $tags[[8]]$name
#> [1] "criminal justice"
#>
#> $tags[[8]]$state
#> [1] "active"
#>
#> $tags[[8]]$vocabulary_id
#> NULL
#>
#>
#> $tags[[9]]
#> $tags[[9]]$display_name
#> [1] "données fondées sur la race"
#>
#> $tags[[9]]$id
#> [1] "81a389a6-d03e-4e5d-8ac1-e2c2ef2d0a84"
#>
#> $tags[[9]]$name
#> [1] "données fondées sur la race"
#>
#> $tags[[9]]$state
#> [1] "active"
#>
#> $tags[[9]]$vocabulary_id
#> NULL
#>
#>
#> $tags[[10]]
#> $tags[[10]]$display_name
#> [1] "données fondées sur l’identité"
#>
#> $tags[[10]]$id
#> [1] "766230ef-6dda-4362-a923-15adf6ccf0c2"
#>
#> $tags[[10]]$name
#> [1] "données fondées sur l’identité"
#>
#> $tags[[10]]$state
#> [1] "active"
#>
#> $tags[[10]]$vocabulary_id
#> NULL
#>
#>
#> $tags[[11]]
#> $tags[[11]]$display_name
#> [1] "identity-based data"
#>
#> $tags[[11]]$id
#> [1] "8f3f92fb-37e7-44b0-94b3-b3c4395dd020"
#>
#> $tags[[11]]$name
#> [1] "identity-based data"
#>
#> $tags[[11]]$state
#> [1] "active"
#>
#> $tags[[11]]$vocabulary_id
#> NULL
#>
#>
#> $tags[[12]]
#> $tags[[12]]$display_name
#> [1] "identité autochtone"
#>
#> $tags[[12]]$id
#> [1] "bfd0f195-940a-4ea7-83e3-c605442851ea"
#>
#> $tags[[12]]$name
#> [1] "identité autochtone"
#>
#> $tags[[12]]$state
#> [1] "active"
#>
#> $tags[[12]]$vocabulary_id
#> NULL
#>
#>
#> $tags[[13]]
#> $tags[[13]]$display_name
#> [1] "justice pénale"
#>
#> $tags[[13]]$id
#> [1] "02af96dd-ae7e-4156-b687-d9caf6134e4d"
#>
#> $tags[[13]]$name
#> [1] "justice pénale"
#>
#> $tags[[13]]$state
#> [1] "active"
#>
#> $tags[[13]]$vocabulary_id
#> NULL
#>
#>
#> $tags[[14]]
#> $tags[[14]]$display_name
#> [1] "le recours à la force"
#>
#> $tags[[14]]$id
#> [1] "b987192c-f0ca-4f71-99cd-90378956d327"
#>
#> $tags[[14]]$name
#> [1] "le recours à la force"
#>
#> $tags[[14]]$state
#> [1] "active"
#>
#> $tags[[14]]$vocabulary_id
#> NULL
#>
#>
#> $tags[[15]]
#> $tags[[15]]$display_name
#> [1] "le recours à la force par la police fondées sur la race"
#>
#> $tags[[15]]$id
#> [1] "adc31877-4da3-4ec2-bf62-0b648d560f59"
#>
#> $tags[[15]]$name
#> [1] "le recours à la force par la police fondées sur la race"
#>
#> $tags[[15]]$state
#> [1] "active"
#>
#> $tags[[15]]$vocabulary_id
#> NULL
#>
#>
#> $tags[[16]]
#> $tags[[16]]$display_name
#> [1] "loi contre le racisme"
#>
#> $tags[[16]]$id
#> [1] "0110ee68-6a01-44db-8b62-58d39c4aed80"
#>
#> $tags[[16]]$name
#> [1] "loi contre le racisme"
#>
#> $tags[[16]]$state
#> [1] "active"
#>
#> $tags[[16]]$vocabulary_id
#> NULL
#>
#>
#> $tags[[17]]
#> $tags[[17]]$display_name
#> [1] "lutte contre le racisme"
#>
#> $tags[[17]]$id
#> [1] "113c50ad-ec7a-44f4-bf9c-a1f011f028eb"
#>
#> $tags[[17]]$name
#> [1] "lutte contre le racisme"
#>
#> $tags[[17]]$state
#> [1] "active"
#>
#> $tags[[17]]$vocabulary_id
#> NULL
#>
#>
#> $tags[[18]]
#> $tags[[18]]$display_name
#> [1] "normes relatives aux données contre le racisme"
#>
#> $tags[[18]]$id
#> [1] "6515175d-fe87-44fa-aae0-40af5659a33f"
#>
#> $tags[[18]]$name
#> [1] "normes relatives aux données contre le racisme"
#>
#> $tags[[18]]$state
#> [1] "active"
#>
#> $tags[[18]]$vocabulary_id
#> NULL
#>
#>
#> $tags[[19]]
#> $tags[[19]]$display_name
#> [1] "perceived race"
#>
#> $tags[[19]]$id
#> [1] "4c7887b6-6232-4924-9023-01f447369f75"
#>
#> $tags[[19]]$name
#> [1] "perceived race"
#>
#> $tags[[19]]$state
#> [1] "active"
#>
#> $tags[[19]]$vocabulary_id
#> NULL
#>
#>
#> $tags[[20]]
#> $tags[[20]]$display_name
#> [1] "police services"
#>
#> $tags[[20]]$id
#> [1] "f40b1809-91a9-49a8-b7ea-d1a721120670"
#>
#> $tags[[20]]$name
#> [1] "police services"
#>
#> $tags[[20]]$state
#> [1] "active"
#>
#> $tags[[20]]$vocabulary_id
#> NULL
#>
#>
#> $tags[[21]]
#> $tags[[21]]$display_name
#> [1] "race"
#>
#> $tags[[21]]$id
#> [1] "4a9389dc-cf6d-489a-8cf5-0c767caf5698"
#>
#> $tags[[21]]$name
#> [1] "race"
#>
#> $tags[[21]]$state
#> [1] "active"
#>
#> $tags[[21]]$vocabulary_id
#> NULL
#>
#>
#> $tags[[22]]
#> $tags[[22]]$display_name
#> [1] "race perçue"
#>
#> $tags[[22]]$id
#> [1] "3d555ceb-2fb5-4b7d-a26d-f947154be62e"
#>
#> $tags[[22]]$name
#> [1] "race perçue"
#>
#> $tags[[22]]$state
#> [1] "active"
#>
#> $tags[[22]]$vocabulary_id
#> NULL
#>
#>
#> $tags[[23]]
#> $tags[[23]]$display_name
#> [1] "race-based data"
#>
#> $tags[[23]]$id
#> [1] "c7bbbdb4-fef6-4a2f-9e72-38d2a9a4352b"
#>
#> $tags[[23]]$name
#> [1] "race-based data"
#>
#> $tags[[23]]$state
#> [1] "active"
#>
#> $tags[[23]]$vocabulary_id
#> NULL
#>
#>
#> $tags[[24]]
#> $tags[[24]]$display_name
#> [1] "race-based data on police use of force"
#>
#> $tags[[24]]$id
#> [1] "962e3184-28d8-4d6b-996d-c25dc7c6494a"
#>
#> $tags[[24]]$name
#> [1] "race-based data on police use of force"
#>
#> $tags[[24]]$state
#> [1] "active"
#>
#> $tags[[24]]$vocabulary_id
#> NULL
#>
#>
#> $tags[[25]]
#> $tags[[25]]$display_name
#> [1] "use of force"
#>
#> $tags[[25]]$id
#> [1] "0e135755-f2c8-4f16-8900-9cdd4cb39031"
#>
#> $tags[[25]]$name
#> [1] "use of force"
#>
#> $tags[[25]]$state
#> [1] "active"
#>
#> $tags[[25]]$vocabulary_id
#> NULL
#>
#>
#>
#> $groups
#> list()
#>
#> $relationships_as_subject
#> list()
#>
#> $relationships_as_object
#> list()
#>
# }