In this Python tutorial, we will learn about Pandas library. We will learn how to get started with pandas, different classes to store data, and functions that analyse the data, etc., with well explained tutorials.
Learn Pandas
Pandas is a python library used for data manipulation and analysis. In this Pandas Tutorial, we will learn about the classes available and the functions that are used for data analysis.
Pandas Tutorials
DataFrame
Create
Access
- Pandas – Access Value at specific Row/Column of DataFrame
- Pandas – Get Column Names of DataFrame
- Pandas – Set Column Names of DataFrame
- Pandas – Get Shape or Dimensions of DataFrame
- Pandas – Get Index of DataFrame
- Pandas – Set Index for DataFrame
Checks
Install Pandas Library
To install pandas, use the following pip command.
pip install pandas
Import Pandas
To import pandas python library, use the following statement in your program before using pandas classes.
import pandas
Usually an alias is used for pandas while using in a program. Use the following import statement.
import pandas as pd
Pandas Datastructure
Pandas has two types of Datastructures to deal with the data. They are:
- DataFrame
- Series
Pandas DataFrame
Pandas DataFrame is similar to R DataFrame. It stores two dimensional data with the structure similar to that of a table in databases.
Following is an example DataFrame.
names us india china 0 Google 68 84 78 1 Apple 74 56 88 2 Samsung 77 73 82 3 OnePlus 78 69 87Try Online