Project Report

Team members responsible for this notebook:

Yiwen Wei: write analysis results and conclusions.

Yijia Mao : save images and put them in the notebook.

Minghong Zheng: make PDF files, revise analysis results.

Yuhan Wang: write results for t-tests, make powerpoint slides, publish project website.

Project Objective

Our topic for the final ...

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Data Analysis

Team members responsible for this notebook:

Yijia Mao: make ggplots for age groups and race groups, write explanations, and compare California employment rates with average employment rates.

Minghong Zheng: make employment rate difference maps, write explanations.

Yuhan Wang: make plots for general, run t-tests, run regressions and make predicts, write ...

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Data Cleaning

Part 2: Data Cleaning

Team members responsible for this notebook:

Yuhan Wang: clean data and save them, make dataframes for each group, make boxplots to see the data summary, make trend graphs for California, write explanation.

Minghong Zheng, Yiwen Wei, Yijia Mao: proofread codes.

In [1]:
%load_ext rmagic

Import "Image ...

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Data Gathering

Team Four.0 Final Project

Part 1 Data Gathering

Team members responsible for this notebook:

Minghong Zheng: collect raw data from website, write functions and scripts to transform raw data into data frames, write explanations.

Yuhan Wang, Yijia Mao, Yiwen Wei : proofread codes.

Data Resources:

First, the data of State ...

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