ccao-data Goto Github PK
Name: Cook County Assessor's Office
Type: Organization
Bio: The CCAO's Data Department creates models, tools, and analyses to improve Cook County's property tax system
Twitter: AssessorCook
Name: Cook County Assessor's Office
Type: Organization
Bio: The CCAO's Data Department creates models, tools, and analyses to improve Cook County's property tax system
Twitter: AssessorCook
Source for org-level README
GitHub Actions for CCAO Data projects
REST API for getting predicted values from the CCAO's residential model
Shiny application for internal RPIE reporting and code retrieval
Shiny dashboard for analysts to consume aggregated RPIE data
Python package for measuring assessment performance
R package for measuring assessment performance
R package of functions and datasets used throughout the CCAO assessment pipeline
Codebase for CCAO data infrastructure construction and management
Script and workflow for permit data extraction
Hard fork of curso-r/treesnip specifically for CCAO LightGBM regressions
Automated valuation model for all class 299 and 399 residential condominiums in Cook County
Automated valuation model for all class 200 residential properties in Cook County (except vacant land and condos)
Heuristics for detecting outlier and non-arms-length sales
Onboarding/offboarding, training materials, and other administrative stuff
Short experimental PIN-level explainer of the Cook County property tax system
R package for estimating Cook County property tax bills
Entrypoint for public engagement with the CCAO Data Department
Benchmark of timing for CCAO models on different hardware
Template repository for CCAO reports that require their own repo
Config files for internal JupyterHub instance
Reverse proxy that directs traffic to CCAO applications
ShinyProxy-based backend for launching CCAO Shiny applications
Service for extracting tables from the CCAO system-of-record and uploading them to the Data Department's data warehouse
Service to continually import iasWorld backend data to Parquet using Apache Sqoop
Service to monitor the CCAO registry and automatically pull new Docker images
Handbook, how-tos, and other documentation
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