https://github.com/athari22/investigating-netflix-movies-and-guest-stars-in-the-office

Apply basic Python skills in Introduction to Python and Intermediate Python by processing and visualizing film and television data.
https://github.com/athari22/investigating-netflix-movies-and-guest-stars-in-the-office

data-analysis data-science data-visualization loop loops matplotlib matplotlib-pyplot netflix numpy office pandas python

Last synced: about 6 hours ago
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Apply basic Python skills in Introduction to Python and Intermediate Python by processing and visualizing film and television data.

• Host: GitHub
• URL: https://github.com/athari22/investigating-netflix-movies-and-guest-stars-in-the-office
• Owner: Athari22
• Created: 2022-05-25T09:36:02.000Z (over 2 years ago)
• Default Branch: main
• Last Pushed: 2023-01-02T11:38:38.000Z (almost 2 years ago)
• Last Synced: 2023-12-10T10:25:21.303Z (11 months ago)
• Topics: data-analysis, data-science, data-visualization, loop, loops, matplotlib, matplotlib-pyplot, netflix, numpy, office, pandas, python
• Language: Jupyter Notebook
• Homepage:
• Size: 1.96 MB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Investigating Netflix Movies and Guest Stars in The Office

## Table of contents

* [General info](#general-info)

* [Description](#Description)

* [Guided project](#Guided-project)

* [Unguided Project](#Unguided-Project)

## General info

This project is part of Data Scientist with Python [datacomp](https://app.datacamp.com/learn/career-tracks/data-scientist-with-python?version=5).

	

##  Description

In this project, you’ll apply the skills you learned in Introduction to Python and Intermediate Python to solve a real-world data science problem. You’ll press “watch next episode” to discover if Netflix’s movies are getting shorter over time and which guest stars appear in the most popular episode of "The Office", using everything from lists and loops to pandas and matplotlib.

![Algorithm schema](https://cdn.mos.cms.futurecdn.net/Yy247gYvzaMZXprhZHXy4E.jpg)

	

## Guided project  

### Project tasks

- Loading a friend's data into a dictionary

- Creating a DataFrame from a dictionary

- A visual inspection of our data

- Loading the rest of the data from a CSV

- Filtering for movies!

- Creating a scatter plot

- Digging deeper

- Marking non-feature films

- Plotting with color!

- What next?

### Unguided Project

Bring together a wide variety of skills from Intermediate Python to prepare and plot data on the history of the sitcom The Office.