Tag: eda
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Women in Politics
It all started in Montana. In 1916, Jeannette Rankin, a peace activist and a strong advocate for women’s suffrage, broke down centuries-long barriers by becoming the first woman elected to Congress. Since then, 366 women have served in U.S. Congress, and thousands more in various elected and executive offices at the state-level.
In this post, we will analyze the Women in Politics dataset published by the Eagleton Institute of Politics’ Center for American Women and Politics.
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U.S. Police-Caused Fatalities
George Floyd. Eric Garner. Tamir Rice.
Those names, among thousands of others, are emblematic of fatal police violence in the United States. The protest movement that has spread like wildfire across the U.S. has brought police brutality to the forefront of everyone’s minds.
Following the deluge of information from news stations and social media, I can’t help but wonder, what does the data say? Are these new trends or longstanding realities?
Tag: public-policy
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Women in Politics
It all started in Montana. In 1916, Jeannette Rankin, a peace activist and a strong advocate for women’s suffrage, broke down centuries-long barriers by becoming the first woman elected to Congress. Since then, 366 women have served in U.S. Congress, and thousands more in various elected and executive offices at the state-level.
In this post, we will analyze the Women in Politics dataset published by the Eagleton Institute of Politics’ Center for American Women and Politics.
Post
U.S. Police-Caused Fatalities
George Floyd. Eric Garner. Tamir Rice.
Those names, among thousands of others, are emblematic of fatal police violence in the United States. The protest movement that has spread like wildfire across the U.S. has brought police brutality to the forefront of everyone’s minds.
Following the deluge of information from news stations and social media, I can’t help but wonder, what does the data say? Are these new trends or longstanding realities?
Tag: python
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The Federalist Papers | NLP Analysis (Part 1)
When Alexander Hamilton, John Jay, and James Madison came together in support of the ratification of the Constitution, they created what has become one of the most celebrated series of political texts in history. The Federalist Papers, a series of 85 essays, helped push New Yorkers towards ratification and laid some of the strongest arguments in favor of a strong Federal Government.
In part one of our analysis, we perform an Exploratory Data Analysis (EDA) using modern Natural Language Processing (NLP) techniques to to better understand these essays.
Tag: r
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Polling Places | Exploratory Data Analysis
In a democracy, the polling booth is much more than a location where an unwitting citizen fills in a bubble on a piece of paper in a make-shift booth. It is a symbol of the promise of democracy, a connector between the citizen and the government. It is the shrine that, if protected and respected, powers a democracy.
This article analyzes that symbol of American democracy by taking an analytical look at a dataset of U.
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Reading Multiple CSVs into Merged R Dataframe
The purpose of this script is to load and clean all of the various .csv files containing polling place data into R. The data, which is available for download here, is structured as follows:
- Each state (32 in total) has its own folder
- Within each state (folder), there are a variable number of CSV files, one for each year that polling place data is available