Python_Netflix_Dataset_Proj

Netflix Dataset Project

This project focuses on analyzing the Netflix Dataset. The dataset contains information about TV Shows and Movies available on Netflix until 2021

Data Loading and Exploration

I used the Pandas library to import and explore the dataset. The dataset is in CSV format and by applying pd.read_csv function to import the dataset and store it in a DataFrame named ‘data’.

Basic Data Exploration Functions

• head function: Displays the top records of the dataset
• tail function: Displays the bottom records of the dataset
• shape function: Shows the number of rows and columns in the dataset

Data Cleaning

• duplicate function: Used to remove duplicate records

• isnull function: Used to find null values

  

Data Analysis and Visualization

• isin function: Used to filter data based on specific values
• str.contains function: Used to filter data based on string patterns
• to_datetime function: Used to convert strings to datetime objects
• groupby function: Used to group data based on specific criteria
• min, max, and mean functions: Used to calculate statistical measures

• Seaborn library: Used to create visually appealing bar graphs

  

Data Manipulation

• Creating new columns
• Creating new DataFrames

Filtering Data

• Filtering on single column
• Filtering on multiple columns

• Using AND and OR operators

  

Thank You for Your Time!