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1. Download pandas for free. Fast, flexible and powerful Python data analysis toolkit. Pandas is a Python data analysis library that provides high-performance, user friendly data structures and data analysis tools for the Python programming language. It enables you to carry out entire data analysis workflows in Python without having to switch to a more domain specific language.
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Once the installation is finished you can have access to Pandas on your system. Anaconda installs all important libraries for you. Take these 7 best Python Pandas Books for Data Analysis. Jupyter Notebook(Optional): Most Machine Learning projects are covered in jupyter notebooks, therefore, it is important to know how to use it.

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Pandas is a famous python library that Is extensively used for data processing and analysis in python. In this article we will see how to use the .iloc method which is used for reading selective data from python by filtering both rows and columns from the dataframe.

iloc method processes data by using integer based indexes which may or may not be part of the original data set. The first row is assigned index 0 and second and index 1 and so on. Similarly, the first column is index 0 and second is index 1 and so on.

The Data Set

Below is the data set which we are going to use.

Selecting rows

We can select both a single row and multiple rows by specifying the integer for the index. In the below example we are selecting individual rows at row 0 and row 1.

Example

Output

Running the above code gives us the following result −

Selecting Multiple Rows

In the below example we select many rows together at one shot by mentioning the slice of the rows we need.

Example

Output

Running the above code gives us the following result −

Selecting Rows and Columns

In the below example we can select both rows and columns as necessary.

Pandas Python Machine Learning

Example

Pandas For Python 3.8

Output

Running the above code gives us the following result −

Pandas is an data analysis module for the Python programming language. It is open-source and BSD-licensed.

Pandas is used in a wide range of fields including academia, finance, economics, statistics, analytics, etc.

Related course:Data Analysis with Python Pandas

Install Pandas

The Pandas module isn’t bundled with Python, so you can manually install the module with pip.

Pandas For Python Machine Learning

Linux

If you use Linux, you can use one of the commands below to install pandas.

For Ubuntu Users

For Fedora Users

Windows

For Windows uses, you can do the following:

pip is likely in:

Apple Mac OS X

To install pandas on Mac OS X, first install python.
If Python is not installed,

Pandas Python For Mac

Then install pandas with pip.

Install Pandas For Python 3 Mac

Related course:Data Analysis with Python Pandas