Hello there! We are BNIAJFI.

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:

Current Projects

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• 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
• tidyaddr-js - repo - tidy addr implementation for nodejs. Use with postgres, csv. must have an 'address' column
• 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

Selected Repository Contents:

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Items marked ⚠️ work but need cleaning and better storytelling.

VitalSigns

• index*
• core - contains utility fns like preprocessing and analysis
• close_crawl - Scrape, process, and tidyaddr md courts data for foreclosure data
• convertvssheetforwpupload - For internal developer use for publication at bnia
• create_acs_idicators - ACS Creation scrips we use once ACS data has been created
• 90-92-> acsexploredownload, vsacsdownload, vsacsindicator, create_bcountyVitalSigns
• rbintel.ipynb ---- and more indicator creation scripts (by dataset source)

Dataplay

• index - Showsy you how all this can come together
• Download and Load ⚠️ - 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 ⚠️ - Visualize correlations in a novel way
• Time Lapse Gifs - Create Gifs to creativly visualize content.

Dataguide

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

Datalabs

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

OLD Projects:

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• 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