Effectively Using Matplotlib - Practical Business Python
Taking care of business, one python script at a time Introduction The python visualization world can be a frustrating place for a new user. There are many different options and choosing the right one is a challenge. For example, even after 2 years, this article is one of the top posts that lead people to this site. In that article, I threw some shade at matplotlib and dismissed it during the analy
Creating Pandas DataFrames from Lists and Dictionaries - Practical Business Python
Taking care of business, one python script at a time Introduction Whenever I am doing analysis with pandas my first goal is to get data into a panda’s DataFrame using one of the many available options. For the vast majority of instances, I use read_excel , read_csv , or read_sql . However, there are instances when I just have a few lines of data or some calculations that I want to include in my an
Common Excel Tasks Demonstrated in Pandas - Practical Business Python
Taking care of business, one python script at a time Introduction The purpose of this article is to show some common Excel tasks and how you would execute similar tasks in pandas. Some of the examples are somewhat trivial but I think it is important to show the simple as well as the more complex functions you can find elsewhere. As an added bonus, I’m going to do some fuzzy string matching to show
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