theraphael0000 / anime_wordclouds

Anime wordclouds

Information

Feel free to create pull requests, but do not commit subtitles !

To create a visualization :

1. Extracts the subtitles using FFMPEG to the VTT format, due to obvious copyright problems, they can't be on the repository.
2. Preprocess the image using a graphical tool to create a mask.
   • Black: Word cloud space
   • White: Kept as is from the image
   • Grey value: Discarded from the visualization
3. From this mask and the words obtained from the subtitles, the script uses nltk to remove stop words, wordcloud to create a visualization and a bit of numpy image math's.

List

1. Cowboy Bebop
2. Neon Genesis Evangelion
3. Darling in the Franxx
4. Mirai Nikki
5. Death Note
6. Steins;Gate
7. One-Punch Man

Cowboy Bebop

Data used:

• English subtitles from : Cowboy Bebop (1998)
• Original image

Reddit posts: r/dataisbeautiful / r/cowboybebop

Neon Genesis Evangelion

Data used:

• English subtitles from : Neon Genesis Evangelion (1995)
• Original image

Reddit posts : r/dataisbeautiful r/evangelion

Darling in the Franxx

Data used:

• English subtitles from : Darling in the Franxx (2018)
• Original image

Mirai Nikki

Data used:

• English subtitles from : Mirai Nikki (2011)
• Original image

Death Note

Data used:

• English subtitles from : Death Note (2006)
• Original image

Steins;Gate

Data used:

• English subtitles from : Steins;Gate (2009)
• Original image

One-Punch Man

Data used:

• English subtitles from : One-Punch Man season 1 (2015)
• Original image