Retrieving data from web APIs and loading it into Pandas data frames for analysis, including REST APIs and public data sources.
Get better at: API use, window functions, dates and times, and plotting.
Get better at: API use, window functions, dates and times, and plotting.
Get better at: Working with APIs, multiple files, grouping, applying functions to a data frame, and GeoPandas
Get better at: Working with APIs, multiple files, grouping, applying functions to a data frame, and GeoPandas
Get better at: APIs, comprehensions, plotting, strings, dates and times, and joins
Get better at: APIs, comprehensions, plotting, strings, dates and times, and joins
Get better at: CSV, APIs, multiple files, using "apply", window functions, and plotting.
Get better at: CSV, APIs, multiple files, using "apply", window functions, and plotting.
Get better at: APIs, grouping, multiple files, stack and unstack, window functions, plotting, and regular expressions.
Get better at: APIs, grouping, multiple files, stack and unstack, window functions, plotting, and regular expressions.
Get better at: APIs, grouping, multiple files, stack and unstack, window functions, plotting, and regular expressions.
Get better at: APIs, scraping, regular expressions, cleaning, outliers, and grouping.
