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![](https://ucalyptus.github.io/Spotify-Recommendation-Engine/spotify.gif) | ||
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[![Gitter](https://badges.gitter.im/Join%20Chat.svg)](https://gitter.im/Spotify-Recommendation-Engine/community?utm_source=badge&utm_medium=badge&utm_campaign=pr-badge&utm_content=badge) | ||
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*** | ||
## Music recommender system. | ||
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[Important Announcement for KWoC contributors](ucalyptus.github.io/Spotify-Recommendation-Engine/KWoC%20Announcement) | ||
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- 1.This is my input data | ||
![This is my playlist I feed it to ](images/playlist_screenshot.png) | ||
- 2.Spotify has inhouse functions to extract track details. | ||
![After I use Spotify API to fetch tracks and arrange it into a df ](https://developer.spotify.com/assets/WebAPI_intro.png) | ||
- 3.This is the extracted dataframe | ||
![Dataframe](images/dataframe_screenshot.png) | ||
- 4.I do Data Analysis and use well known statistical techniques. | ||
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## Requirements | ||
* spotipy | ||
```bash | ||
pip install spotipy | ||
``` | ||
## Voila! ,we convert this into a simple data analytics problem.Thanks to this Python wrapper Spotipy | ||
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*[Read more about Spotify's recommendation algorithm](Implicit-Matrix-Factorization.md)* | ||
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[Spotify Developer](https://beta.developer.spotify.com/documentation/web-api/) for more info | ||
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### Contributing | ||
Before you follow the mentioned steps, make sure you read our [Code of Conduct](https://github.com/ucalyptus/Spotify-Recommendation-Engine/blob/master/CODE_OF_CONDUCT.md). | ||
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1. Fork the repository. | ||
![image](https://user-images.githubusercontent.com/41269164/70219309-9a3eca80-176a-11ea-8a4d-1bd701d07314.png) | ||
2. clone the repository. | ||
`https://github.com/ucalyptus/Spotify-Recommendation-Engine.git` | ||
3. create a different branch. | ||
`git checkout -b newbranch oldbranch` | ||
4. Do the needful changes to solve the issue. | ||
5. commit the changes and open a pull request. | ||
`git commit -m "description about changes"` | ||
`git push origin newbranch` | ||
6. Making a pull request | ||
![image](https://user-images.githubusercontent.com/41269164/70219707-47194780-176b-11ea-96c2-d0c401ddb1e0.png) | ||
* click on `Compare and Pull Request` | ||
![image](https://user-images.githubusercontent.com/41269164/70219836-8d6ea680-176b-11ea-81d5-549093bf0954.png) | ||
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## KWoC contributors | ||
[@sibasmarak](http://github.com/sibasmarak) - [#15](https://github.com/ucalyptus/Spotify-Recommendation-Engine/pull/15) | ||
[@San-B-09](https://github.com/San-B-09) - [#21](https://github.com/ucalyptus/Spotify-Recommendation-Engine/pull/21) | ||
## Flutter Clone of Spotify |