https://github.com/ireneflorez/e_commerce_a_b_test_analysis
website A/B test data analysis
https://github.com/ireneflorez/e_commerce_a_b_test_analysis
data-analysis jupyter-notebook matplotlib numpy pandas python statsmodels
Last synced: 2 months ago
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website A/B test data analysis
- Host: GitHub
- URL: https://github.com/ireneflorez/e_commerce_a_b_test_analysis
- Owner: IreneFlorez
- Created: 2018-08-06T16:09:17.000Z (almost 7 years ago)
- Default Branch: master
- Last Pushed: 2018-09-25T14:55:50.000Z (over 6 years ago)
- Last Synced: 2025-01-11T10:41:27.313Z (4 months ago)
- Topics: data-analysis, jupyter-notebook, matplotlib, numpy, pandas, python, statsmodels
- Language: HTML
- Homepage:
- Size: 5.02 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# A/B Test Data Analysis
For this project, we work to understand the results of an A/B test run by an e-commerce website. The goal is to help the company understand if they should implement the new page, keep the old page, or perhaps run the experiment longer to make their decision.
Tools used:
* Python
* Jupyter Notebook
* pandas
* random
* matplotlib.pyplot
* statsmodels
Sections
* Part I - Probability & Descriptive Statistics
* Part II - A/B Test
* Part III - Regression Analysis