DESCRIPTION Practice makes perfect pandas. Work out your pandas skills against dozens of real-world challenges, each carefully designed to build an intuitive knowledge of essential pandas tasks. In Pandas Workout, discover 50 exercises that will strengthen your pandas skills to a level of automatic fluency. Youll test yourself against common pandas challenges such as data cleaning, and explore real-world datasets such as New York Taxis, Kickstarter projects, and global tourist spending. Detailed explanations help guide your success and make your new skills stick. Youll even get a big boost to productivity, with tasks that used to mean a trip to StackOverflow now a natural part of your skillset.

Inhalt

table of contents detailed TOCREAD IN LIVEBOOK1SERIESREAD IN LIVEBOOK2DATA FRAMESREAD IN LIVEBOOK3IMPORTING AND EXPORTING DATAREAD IN LIVEBOOK4INDEXESREAD IN LIVEBOOK5CLEANING DATAREAD IN LIVEBOOK6GROUPING, JOINING, AND SORTINGREAD IN LIVEBOOK7MIDWAY PROJECT8 STRINGS9 DATES AND TIMES10 VISUALIZATION11 IMPROVING PERFORMANCE12 FINAL PROJECT: ANALYZING KICKSTARTER DATA