{"id":15579151,"url":"https://github.com/jayqi/mob_programming_2016-09-06","last_synced_at":"2025-10-07T02:39:29.107Z","repository":{"id":96914786,"uuid":"67571555","full_name":"jayqi/mob_programming_2016-09-06","owner":"jayqi","description":"At Chi Hack Night, looking at category changes over time for Chicago police complaints data","archived":false,"fork":false,"pushed_at":"2016-09-07T04:23:07.000Z","size":124,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-03-29T07:44:41.827Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/jayqi.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2016-09-07T04:18:09.000Z","updated_at":"2016-09-07T04:18:34.000Z","dependencies_parsed_at":null,"dependency_job_id":"7e18cbdc-5266-4a8a-b0ca-08962a3659b4","html_url":"https://github.com/jayqi/mob_programming_2016-09-06","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/jayqi/mob_programming_2016-09-06","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jayqi%2Fmob_programming_2016-09-06","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jayqi%2Fmob_programming_2016-09-06/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jayqi%2Fmob_programming_2016-09-06/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jayqi%2Fmob_programming_2016-09-06/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/jayqi","download_url":"https://codeload.github.com/jayqi/mob_programming_2016-09-06/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jayqi%2Fmob_programming_2016-09-06/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":263287847,"owners_count":23443084,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2024-10-02T19:13:59.162Z","updated_at":"2025-10-07T02:39:24.076Z","avatar_url":"https://github.com/jayqi.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Mob Programming - Sept 6, 2016\n\nAt Chi Hack Night in Chicago, IL\n\nHere is the Jupyter notebook from our mob programming session, with some annotations added after the fact, for clarity.\n\nThe object was to compare these two datasets of complaints against police officers in the [chicago-police-data repository](https://github.com/invinst/chicago-police-data):\n* Older data on [Citizen's Police Data Project](https://cpdb.co) (in repo, [/cpdb_complaints-cpd/](https://github.com/invinst/chicago-police-data/tree/master/cpdb_complaints-cpd))\n* Data obtained recently in June 2016 by FOIA (in repo, [/complaints-cpd-june2016/](https://github.com/invinst/chicago-police-data/tree/master/complaints-cpd-june2016))\n\nThese two datasets contained some of the same information but were obtained at different times from the police department. For complaint cases overlapping between the two sets, we wanted to identify if the incident categorization changed over time. (The police department might recategorize incidents.)\n\n## Results\n\n    Number of CRIDs in CPDB:  39591\n    Number of CRIDs in June 2016:  16531\n    Number of overlapping CRIDs:  2729\n\n    Number of rows for overlapping CRIDs with both non-null cat codes:  5505\n\n    Number of overlapping CRIDs with both non-null cat codes:  2293\n    Number of mismatches:  67\n\nIt looks like we were still having some multiple rows because we kept the Accused_Name and there are multiple accused officers for each CRID. So there were 67 unique CRIDs between the two sets where the categories changed, out of 2729 overlapping cases. This doesn't include cases where categories were not set for one or the other.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjayqi%2Fmob_programming_2016-09-06","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjayqi%2Fmob_programming_2016-09-06","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjayqi%2Fmob_programming_2016-09-06/lists"}