Notebook example contains a small example of the usage. There are two kinds of usage:
-
Collect mode enable (DEFAULT), where you only specify the username, the script will collect data and process trollscore:
Trollmeter.calculate_troll_score("user") -
Collect mode disabled, where you pass data you already have:
Trollmetercalculate_troll_score("user",False, df_tw_a, df_m_a, df_rp_a, df_RT_a, df_RT_m, df_rp_m, df_m_m)
Trollscore is number between 0 and 1, threshold calculated 0.38
Split.py contains the method to split DataFrame in SubDataFrames for the algorithm