How? Use a script to automatically scroll the leaderboard on an android emulator and take screenshots of the score. Then use OCR to extract relevant information from them.
Limitations The extraction of player names is hit-or-miss due to many players opting to use non-English characters in their names. The accuracy of the scores is acceptable but requires further cleaning to remove obvious errors.