Archive for the ‘Pandas’ Category

What is Pandas and Why Should You Care About It?

Posted on: July 4th, 2021 by Olu No Comments

Hi folks,

In this post I’ll talk about Pandas.

First, what is Pandas?

Pandas is a software library written in Python programming language. It is used for data manipulation and analysis. It gives you data structures for manipulating numerical tables and time series.

When should you consider learning and using Pandas?

    • If you have to stitch data together from different sources
    • If you need to read data from one or more sources and enrich it
    • If you need to perform statistics on data e.g. find means, counts, etc.
    • If you need to perform data transformations.

Pandas provides several powerful constructs that allow you manipulate data easily.

You can read data into Pandas from many sources, e.g. csv files and MS Excel files. You can also read data into Pandas dataframes from arbitrary sources if the data is available as a list or dictionary.

You can filter and group data, you can also transform data among other things.

When you combine Pandas with a plottingĀ  library like Matplotlib you can create great graphs and charts to visualize data easily.

You can learn more about Pandas by visiting the Pandas website https://pandas.pydata.org/. For some general information no it, visit its Wikipedia page https://en.wikipedia.org/wiki/Pandas_(software).

That’s all for now. Happy software development.