Process and product of various data science tasks— from data collection, data preparation, data visualization, to basic statistical analysis and modelling. Datasets for practice available.

Selected as Top 100 Data Science Resources for 2018/2019


May 10, 2020

JSON files/ formats have a dictionary data structure and so it might make them less straightforward to use compared to list/ dataframes. This post gives a high-level overview of how a typical json data structure looks like and how we can retrieve data we want that is s...

February 1, 2020

SingStat (Singapore Department of Statistics) has made quite some data publicly available but not in the most analyst-friendly format. For those who are looking for more Singapore-related data to analyze, we can make use of the API function to call these data tables in...

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