Devin A. Conley

Please throw a warning message to the user when automatically modifying parameters or algorithms. Doing this silently makes it extremely difficulty to debug and fine-tune. https://github.com/linkedin/luminol/blob/42e4ab969b774ff98f902d064cb041556017f635/src/luminol/algorithms/anomaly_detector_algorithms/bitmap_detector.py#L60-L73 https://github.com/linkedin/luminol/blob/42e4ab969b774ff98f902d064cb041556017f635/src/luminol/anomaly_detector.py#L91-L104

Fixed axis limits and scaling of graphs

1

Currently all scaling is done automatically. This also means that a user must estimate time-scale by setting number of points displayed. Want to allow a user to optionally specify explicit...

Add debugging console to listener

1

Provide debugging alternative since the serial port has been hi-jacked. Expose function to allow messages to be sent through plotter library and display on listener

Save data option

1

Add option to freeze listener and write out data to csv. Could also be a record option to save info over longer time period

Tax revenue mode reports

1

Build out Mode Analytics reports of tax revenue for use in dashboard

Scraper for daily federal tax revenue

2

Build scraper with upload to postgres

Improve documentation

1

Want to remove blockers and facilitate contribution. Some things to add: - quickstart - contribution guidelines - examples - python environment file (requirements.txt or environment.yaml)

Initial dashboard with embedded tax revenue reports as proof of concept and example for future metrics. Look at heroku for hosting

Deploy scrapers as cron job on EC2 instance. Also look at lambda: https://aws.amazon.com/lambda/

Restructure project directory

1

Just opening this up to start the conversation My initial thoughts are something like this: --doc/ ----metrics-specs/ --dashboard/ ----frontend stuff, etc. --scrapers/ ----some_script_to_run_all_scrapers.py ----src/ ------non-generic-city-1/ --------crime/ --------metric-2/ ------non-generic-city-2/ --------crime/ --------metric-2/...