Tools for Football Player Scouting in Indonesia
Clean and standardize football player data
Retrieve similar players based on cosine similarity
Initialize scouting workflow
Save raw scouting data
Scrape players from a club page
Scrape football player data from a league
Scrape a single player row
Train a similarity-based scouting model
Provides tools to scrape, clean, and analyze football player data from Indonesian leagues and perform similarity-based scouting analysis using standardized numeric features. The similarity approach follows common vector-space methods as described in Manning et al. (2008, ISBN:9780521865715) and Salton et al. (1975, <doi:10.1145/361219.361220>).
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