https://github.com/callmemaverick/game-of-thrones-investigating-episodes

Data Science project to analyze the duration of Game of Thrones episodes
https://github.com/callmemaverick/game-of-thrones-investigating-episodes

data-science data-visualization matplotlib pandas-python python

Last synced: about 7 hours ago
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Data Science project to analyze the duration of Game of Thrones episodes

• Host: GitHub
• URL: https://github.com/callmemaverick/game-of-thrones-investigating-episodes
• Owner: CallMeMaverick
• Created: 2023-08-31T13:05:14.000Z (about 1 year ago)
• Default Branch: main
• Last Pushed: 2023-08-31T13:38:53.000Z (about 1 year ago)
• Last Synced: 2023-09-01T06:27:16.787Z (about 1 year ago)
• Topics: data-science, data-visualization, matplotlib, pandas-python, python
• Language: Python
• Homepage:
• Size: 12.7 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# ⚔️ Game of Thrones; Investigating Episodes ⚔️

#### After DataCamp Introductory courses

[DataCamp Project](https://app.datacamp.com/workspace/w/08ac9c7a-ede5-40d4-9e0d-35f1b49a5361)

Little yet fascinating Data Science project where data about Game of Thrones episodes is being analyzed and visualized.

## 📚 Description

In this project, I have applied the skills I gained in "Introduction to Python" and "Intermediate Python" at DataCamp Career Track. The goal was to explore, analyze, and visualize Game of Thrones data (I'm a big fan), particularly data about episodes and their duration. Pandas, Matplotlit, and other entry-level material from the "Introduction to Python" course had been used.

This project has been aimed at consolidating my knowledge and getting a grasp of solving real-world data science problems.

#### Data has been taken from [data.world](https://data.world/rezaghari/game-of-thrones)

## 🚀 Project Task

#### 1. Overall Episode Duration by Season

* Load data and inspect it

* Create a DataFrame with Durations

* Kinda "clean" data and get a convenient data format to work with

* Visualize data

#### 2. Visualizing Each Episode's Duration by Season

* Create a list containing sub-lists corresponding to a season

* Flatten durations (check code for details)

* Define colors for a scatter plot

* Create a scatter plot

## 🤝 Contributing

Any contribution is welcome, so please feel free to collaborate on this project!