Below you will find links to BNIA-made open-source code; living on our github @BNIA org account.

Our @BNIAJFI user account only contains one repo. Contents in this repository aren't used for anything in particular but are special to BNIA and can help in a pinch.

For example, it can be used to redirect you:

• VitalSigns - repo - Contains the .ipynb's to create our Vital Signs. Comes with a library and documentation
• dataplay - repo - The one stop shop to learn about data intake, processing, and visualization. Comes with a library and documentation
• dataguide - repo - This can help guide you on your pythonic development journey. Covers a range of topics
• datalabs - repo - Novel explorations in the data development landscape. Some labs come from our Data Science Core(DSC) students
• BniaFastStat-ext - repo - A Chrome extension to explore BNIA Data. Made in part by our DSC student, Daniel Delgado
• Close-Crawl - repo - Tool for scraping features from Maryland foreclosure court cases. This repo has been archived as it is depricated. A working copy has been encapsulated within the VitalSigns Repo. Edits should be made to the contained (VitalSigns) .ipynb.
• tidyaddr-js - repo - tidy addr implementation for nodejs. Use with postgres, csv. must have an 'address' column. This repo has been archived. Do not touch anymore. This repo is pulled and used by the VitalSigns Repo.
• bniaBuilder - repo website - Construct websites for data visualization and exploration
• green-pattern-map - repo website - Just the backend for the Green Pattern Map. Built using the bniaBuilder

Items marked ⚠️ work but need cleaning and better storytelling.

About

• Functions built and used by BNIA for annual Vital Signs data release.
• Made to be shared via IPYNB/ Google Colab notebooks.
• Data may be private and is sometimes public.
• Online documentation and PyPi libraries created from the notebooks.

Included (but not limited to)

• Index - Operating instructions are found here.
• CloseCrawl - Pull MD Courts data.
• TidyAddr - Expertly clean addresses in Baltimore (and beyond). Works Seamlessly with Closecrawl.
• Download ACS - ACS Tutorial. Gives a function and also teaches you how to pull any data for any geography using this API (can aggregate tracts on along a crosswalk).
• Create ACS Statistics - Create pre-made statistics from ACS data. Builds off the ACS Downloader
• VS Indicators - Create other (non ACS) Vital Signs statistics using these pre-made functions.
• convertvssheetforwpupload - For internal developer use when publishing at BNIA

• index - Showsy you how all this can come together
• Download and Load - ⚠ Pending - Download data without the hassel
• Merge Data - Perform merges without the hassel
• Map Basics Intake and Operations - Heatmaps, Choropleths, Point-in-Polygons, etc.
• Nb 2 Html* - Converts a IPYNB to interactive html docs.
• Map Correlations Networks - ⚠ Pending - Visualize correlations in a novel way
• Time Lapse Gifs - Create Gifs to creativly visualize content.

• github - An intro to github
• colabs - An intro to Colabs
• bashbasics - ⚠ Pending
• Apis - An intro to APIS
• webscraping - ⚠ Pending
• nbdev* - How to publish Colabs.
• observablehq - ⚠ Pending
• cloudfunctions - ⚠ Pending
• browserextensions - ⚠ Pending

• index
• scooter exploration
• 211 web scraper
• nbdev create clean publish*
• wordcloud
• amivi meetup
• 04_nb_2_html_tests

• tidyall repo
• dataday-r-tutorial - repo
• green-pattern-map-1 - repo
• green-pattern-map-old - repo
• code_samples_and_apis - repo
• grace-hopper-search-tool - repo