How to create a simple data frame in Python 3.10.1 Windows 10 using the Pandas library
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This video is an illustration of how to create a data frame in Python using the panda's library.
Data Frame
A data frame is a two-dimensional labeled data structure with columns of potentially different types.
Data frames are widely used in data science, machine learning, and scientific computing.
Features of Data frame
i. Size –mutable
ii. Labelled axes(rows & columns)
iii. Can perform Arithmetic operations on rows & columns
iv. Columns are of different types
Pandas Data frame
What is pandas?
Pandas is an open-source data analysis library built on top of the python programming language.
What is Pandas Data frame?
Pandas Data frame is a structure that contains two-dimensional data and its corresponding labels.
Empty Data Frame with Pandas in Python
-- {syntax}…
Import pandas as pd
data=pd.DataFrame ()
Print data
Now, what does import pandas as pd mean?
Import=It brings this functionality or library to Python script
Pandas=The library you want to import, in this case, we are importing Pandas
As=The Python nomenclature for creating as the alias
Pd=standard short name for referencing Pandas
Install Pandas on Python 3.10 windows 10
Steps
i. First you need to install Python and pip
Assume you have installed the two programs now let us install “Pandas”
ii. Open command line(cmd) Win+R(shortcut)
iii. Enter the following syntax
py –m pip install pandas
It will take 2-3 minutes depending on your internet strength.