Earning Criteria

• The earner of this badge has completed the Data Wrangling with Python course from The Data Incubator. They sufficiently demonstrate the ability to extract, clean, and analyze data using Python; apply statistical tools to estimate parameters and confidence intervals; and help their employers solve business problems with data-driven insights. They demonstrate familiarity with the Python libraries NumPy and pandas, data visualization techniques, statistical tests, and more.
• The earner of this badge has completed all required questions from the miniprojects of the Data Wrangling with Python course. They have combined data from separate sources to evaluate a ranking of US colleges. They have analyzed year-over-year changes in tuition and faculty pay at these schools. They have conducted a statistical analysis of prices from a wholesaler.