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https://github.com/gabrieltempass/abtester
A web application to help design and evaluate the results of A/B tests.
https://github.com/gabrieltempass/abtester
ab-testing data-science python statistics streamlit web-app
Last synced: 14 days ago
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A web application to help design and evaluate the results of A/B tests.
- Host: GitHub
- URL: https://github.com/gabrieltempass/abtester
- Owner: gabrieltempass
- License: apache-2.0
- Created: 2021-11-20T20:33:33.000Z (about 3 years ago)
- Default Branch: main
- Last Pushed: 2024-04-10T22:20:50.000Z (9 months ago)
- Last Synced: 2024-04-11T01:50:50.913Z (9 months ago)
- Topics: ab-testing, data-science, python, statistics, streamlit, web-app
- Language: Python
- Homepage: https://abtester.app
- Size: 570 KB
- Stars: 8
- Watchers: 2
- Forks: 3
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- Funding: .github/FUNDING.yml
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md
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README
# abtester
A web application that helps you design and evaluate the results of A/B tests.
[![Overview](https://github.com/gabrieltempass/abtester/raw/main/images/overview.png)](https://abtester.app)
### Calculate the ideal sample size
Samples too small may lead to inconclusive results,
while too large may have unnecessary costs and risks.
Find the right size with abtester.[![Overview](https://github.com/gabrieltempass/abtester/raw/main/images/sample_size.png)](https://abtester.app)
### Analyze the statistical significance
In a properly designed A/B test, a difference between the groups is either due to a real effect or to random chance. Calculate the probability of each case and if the difference is statistically significant.[![Overview](https://github.com/gabrieltempass/abtester/raw/main/images/statistical_significance.png)](https://abtester.app)
## Contributing
You are welcome to help develop abtester! There are
multiple ways to contribute, such as [reporting a bug](https://github.com/gabrieltempass/ab-tester/issues/new?title=Your%20bug%20report%20title%20here&body=Your%20bug%20report%20description%20here)
or [requesting a feature](https://github.com/gabrieltempass/abtester/discussions/categories/ideas).
You can also just [ask a question](https://github.com/gabrieltempass/abtester/discussions/categories/q-a),
or [join the discussions](https://github.com/gabrieltempass/abtester/discussions) with the community.
To submit code for a pull request, make sure to read the
[guide on how to contribute](https://github.com/gabrieltempass/abtester/blob/main/CONTRIBUTING.md).## Contact
If you would like to provide feedback, learn more about abtester, or anything else, please send an email to .