Product and Strategy Analysis
Summary
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A/B/N Test Analysis
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Ritual Experimental Framework MVP
Summary To simplify data science work and level up statistical rigor, I developed this experimentation analysis web application at Ritual. To simplify frontend development process, I leveraged the open source Python dashboard called dash. And the structure is: [Read More] -
Business Units Clustering
Summary For expansion purposes, we need to formulate business park and consolidate information about business park. The original data is purchased from a third party data provider. And the business team used a generic sql approach to cluster all buildings. However, due to the large amount of data and SQL’s... [Read More] -
Looker A/B test
Currently, most Internet based companies are conducting A/B tests in marketing and product teams. For example, Uber use A/B test to roll out new features, Facebook uses the in-house A/B test system to check the success of marketing campaign and Netflix uses A/B test to increase user engagement. At Ritual,... [Read More]