Data Wrangling with Python Tips and Tools to Make Your Life Easier by Jacqueline Kazil, Katharine Jarmul.pdf
Through various step-by-step exercises, you’ll learn how to acquire, clean, analyze, and present data efficiently. You’ll also discover how to automate your data process, schedule file- editing and clean-up tasks, process larger datasets, and create compelling stories with data you obtain. + Quickly learn basic Python syntax, data types, and language concepts + Work with both machine-readable and human-consumable data + Scrape websites and APIs to find a bounty of useful information + Clean and format data to eliminate duplicates and errors in your datasets + Learn when to standardize data and when to test and script data cleanup + Explore and analyze your datasets with new Python libraries and techniques + Use Python solutions to automate your entire data-wrangling process
Data Wrangling with Python Tips and Tools to Make Your Life Easier by Jacqueline Kazil, Katharine Jarmul.pdf
Through various step-by-step exercises, you’ll learn how to acquire, clean, analyze, and present data efficiently. You’ll also discover how to automate your data process, schedule file- editing and clean-up tasks, process larger datasets, and create compelling stories with data you obtain. + Quickly learn basic Python syntax, data types, and language concepts + Work with both machine-readable and human-consumable data + Scrape websites and APIs to find a bounty of useful information + Clean and format data to eliminate duplicates and errors in your datasets + Learn when to standardize data and when to test and script data cleanup + Explore and analyze your datasets with new Python libraries and techniques + Use Python solutions to automate your entire data-wrangling process
BY Python 🐍 Work With Data
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To pay the bills, Mr. Durov is issuing investors $1 billion to $1.5 billion of company debt, with the promise of discounted equity if the company eventually goes public, the people briefed on the plans said. He has also announced plans to start selling ads in public Telegram channels as soon as later this year, as well as offering other premium services for businesses and users.
China’s stock markets are some of the largest in the world, with total market capitalization reaching RMB 79 trillion (US$12.2 trillion) in 2020. China’s stock markets are seen as a crucial tool for driving economic growth, in particular for financing the country’s rapidly growing high-tech sectors.Although traditionally closed off to overseas investors, China’s financial markets have gradually been loosening restrictions over the past couple of decades. At the same time, reforms have sought to make it easier for Chinese companies to list on onshore stock exchanges, and new programs have been launched in attempts to lure some of China’s most coveted overseas-listed companies back to the country.
