Common Japanese Morphemes in YOASOBI Lyrics

Update June 9th, 2024

Showcase visualizations about the common Japanese morphemes in YOASOBI's songs' lyrics.

Morphemes are the smallest units of meaning in a language.

Status

Project Details

Lyrics were based on genius.com

Japanese morphemes were extracted using SudachiPy and romanized using Cutlet.

Based on 25 YOASOBI songs

Visualizations

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Code Base Details

To Start Web-scraping Process

• Go to main.py
• Run the script.
• Data is saved to a SQLite database 'yoasobi.db'.

yoasobi_pipeline Package

pipeline.py

• Contain functions of the web-scraping pipeline.

yoasobi_scraper Package

data_extractor.py

• Contain functions related to extracting the desired data.

sql_query.py

• Return a specific SQL query.

sqlite_db.py

• Contain functions that deal with the database itself.
• Migrate the scraped data to SQLite database.

utils.py

• Contain utility functions.

web_scraper.py

• Contain functions related to fetching content from the webpage.