# A/B Test webpage for e-commerce company
## by Franz Tseng
## Dataset
> The dataset contains timestamps, conversion of certain user, and which website(old or new) that the user clicked.
## Summary of Findings
> - The goal is to perform standard A/B testing to see if the newer website is better than the old one in terms of user conversion rate.
> - The results shows no evidence that the new webpage is better than the old one
> - When country data is added into the analysis, there is still no evidence showing country feature has the ability to predict conversion.
## Key Insights for Presentation
> - It is concluded that no current evidence suggest the new page being better than the old one.
> - Conversion to new page is not suggested at this time. However, more data collection for longer period of time may give different result since 22 days is pretty short.
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