This repository is part of the working draft for an upcoming an academic paper describing the methods and results of the City of Chicago Clear Water project.
A guide to standards and methods for producing delightful technology applications.
Chicago data reporting rules for Transportation Network Providers
Provides easier interaction with Socrata open data portals http://dev.socrata.com. Users can provide a 'Socrata' data set resource URL, or a 'Socrata' Open Data API (SoDA) web query, or a 'Socrata' "human-friendly" URL, returns an R data frame. Converts dates to 'POSIX' format. Manages throttling by 'Socrata'.
Forecasting elevated levels of E. coli at Chicago beaches to provide proper warning to beach-goers.
Developer resources provided by the City of Chicago and sister agencies and get technical updates from the developer blog.
This repository contains the code to generate predictions of critical violations at food establishments in Chicago. It also contains the results of an evaluation of the effectiveness of those predictions.
A user-friendly, map-based tool to combine and explore real-time or historical data.
A project to create a simple interface for visualizing building data.
Algorithm to predict repeated positive results for West Nile Virus for mosquitoes captured in traps across Chicago.
API documentation for the City of Chicago Open311 system.
Republish the climate change websites removed by the EPA onto your own site. Amplify the dangers of climate change.
A Shiny app to help the public understand the E. coli levels at Chicago beaches.
Generate water quality predictions for Chicago beaches, and upload to https://data.cityofchicago.org/Parks-Recreation/Beach-E-coli-Predictions/xvsz-3xcj
DSaPP Lead Hazard Modeling
Serivce layer that permits interaction between OpenGrid user interface and JSON data sources, just as Mongo.
The Sustainable Green Infrastructure Monitoring (SGIM) project uses sensors, provided by Opti, that measures water diverted into the ground. This repo contains the ETL code which updates Chicago's open data portal. It can be reused to connect Opti sensors to Socrata open data portals. Depends on the "open-data-etl-utility-kit" repo.
Standard text used by the City of Chicago for a contributor license agreement (CLA).
scikit-learn: machine learning in Python
Deprecated. Now redirects to a list of projects on the developer website.
The Smart Data Platform is a platform which helps automate predictive analytics for use within cities and display it without requiring a background in data science or statistics.
Software to extract and calculate features from various data sources for use in smart data platform (https://chicago.github.io/smart-data-platform/)
Use Pentaho's open source data integration tool (Kettle) to create Extract-Transform-Load (ETL) processes to update a Socrata open data portal. Documentation is available at http://open-data-etl-utility-kit.readthedocs.io/en/stable
A file which combines all business-related records from diverse sources.