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eda-project-netflix's Introduction

EDA-Project-Netflix

In this repository I did exploratory data analysis of Netflix titles

Github link to repository: https://github.com/MadoDoctor/EDA-Project-Netflix

Importing

In this exploratory data analysis we worked with packages:

  • NumPy;
  • Pandas;
  • Matplotlib;
  • Seaborn;
  • CSV.

Data pre-processing

We taked general info as shape and columns type.

image

We can see that our data is clean.

Data visualization

We found out what was released more, movies or TV shows

image

We looked at the growth of projects since 2000

image

We found how many countries work with Netflix? We found Top-5 countries that releases movies. We answered to the questions like:

  • How many TV shows have only the first season, and what time in minutes is the most popular among the duration of the movies?
  • How many countries work with Netflix?
  • Which countries have made the most films and TV series?
  • Which countries have made the most films?
  • Which countries have made the most TV series?
  • How many directors have worked on projects?
  • Which director has worked with projects more than others?
  • What is the largest gap between the release date and the addition of this project on Netflix and what is the name of this project?
  • How many genres are there?
  • What is the most popular genre?

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