Story Data Story Two: Black Name Analysis part 2: Prepare, Process, Analyze

It’s time for Part 2 of my Story Data Story Black Onomastics trilogy. We’re still covering my collection, organization, and analysis of data regarding Black names.

I decided to work with the names from The Trans-Atlantic and Intra-American slave trade databases after all, and this meant adding another 60,000+ entries before I cleaned it, resulting in 67,030 entries and 48296 unique names.
I’ve ended up with a Google spreadsheet that has 7 sheets with over 123,125 rows and a total of 66,565 unique names. Is there any wonder I want more power to shift through this?

In any case, I want to answer as many of my questions as I can with the spreadsheet as it is and then move the data into Tableau so I can compare it with US Census name data going back to 1880. The finale will hopefully have chord diagrams and other cool visualizations.

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Story Data Story One: Black Name Analysis part 1: ASK

I’m digging into my process of collecting and organizing meaningful Black names, whether that’s from scraping Wikipedia pages or studying the US Census.
I originally started these lists with the question of “What are the characteristics of diasporic African American names and how do they compare with African names versus colonizer/ European-American names?

Or in short,

What makes a Black name Black?

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