To explain all the tools of Data Science using a case study.
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The case study uses the wide variety of programming concepts/tools like:
- writing user-defined Functions
- Iterators
- List comprehensions
- Generators
- Dictionaries
- Zipping
- and more..
are used to wrangle and extract meaningful information from a real-world data set, the World Bank World Development Indicators dataset.
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This dataset contains data on 217 world economies for over half a century from 1960 up until 2015. The data contains hundreds of indicatiors from population, electricity consumption, CO2 emissions to literacy rates, unemployment and mortality rates.