IRS 990 e-File Data (part 5) — Download IRS 990 Filings and Associated Schedules into MongoDB
IRS 990 e-File Data (part 4) — Download IRS 990 Filings into MongoDB
IRS 990 e-File Data (part 3) — Load Index Files into PANDAS
IRS 990 e-File Data (part 2) — Load Index Data and Insert into MongoDB
IRS 990 e-File Data (part 1) — Set up AWS CLI credentials and grab index files
Tutorials for Sarbanes-Oxley Paper Data
Dan Neely (from University of Milwaukee-Wisconsin) and I just had the following article published at the Journal of Business Ethics: Saxton, G. D., & Neely, D. G. (2018). The Relationship Between Sarbanes–Oxley Policies and Donor Advisories in Nonprofit Organizations. Journal of Business Ethics. This page contains tutorials on how to download the IRS 990 e-file […]
Python PANDAS Code Bytes
This page contains brief (generally one-liner) blocks of code for working with Python and PANDAS for data analytics. I created it as a handy reference for PANDAS commands I tended to forget when I was learning. I hope it proves useful to you, too! I also have a page with longer data analytics tutorials. Table […]
Python Data Analytics Tutorials
The bulk of my research involves some degree of ‘Big Data’ — such as datasets with a million or more tweets. Getting these data prepped for analysis can involve massive amounts of data manipulation — anything from aggregating data to the daily or organizational level, to merging in additional variables, to generating data required for […]
Downloading Tweets, Take III – MongoDB
In this tutorial I walk you through how to use Python and MongoDB to download tweets from a list of Twitter users. This tutorial builds on several recents posts on how to use Python to download Twitter data. Specifically, in a previous post I showed you how to download tweets using Python and an SQLite […]
SQLite vs. MongoDB for Big Data
In my latest tutorial I walked readers through a Python script designed to download tweets by a set of Twitter users and insert them into an SQLite database. In this post I will provide my own thoughts on the pros and cons of using a relational database such as SQLite vs. a “noSQL” database such […]