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Analyzing US Census Data in Python

Intermediate
Updated 12/2024
Learn to use the Census API to work with demographic and socioeconomic data.
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PythonExploratory Data Analysis5 hours16 videos57 exercises4,850 XP6,310Statement of Accomplishment

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Course Description

Data scientists in diverse fields, from marketing to public health to civic hacking, need to work with demographic and socioeconomic data. Government census agencies offer richly detailed, high-quality datasets, but the number of variables and intricacies of administrative geographies (what is a Census tract anyway?) can make approaching this goldmine a daunting process. This course will introduce you to the Decennial Census and the annual American Community Survey, and show you where to find data on household income, commuting, race, family structure, and other topics that may interest you. You will use Python to request this data using the Census API for large and small geographies. You will manipulate the data using pandas, and create derived data such as a measure of segregation. You will also get a taste of the mapping capabilities of geopandas.

Prerequisites

Data Manipulation with pandas
1

Decennial Census of Population and Housing

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2

American Community Survey

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3

Measuring Segregation

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4

Exploring Census Topics

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Analyzing US Census Data in Python
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