Production Rate - Githubissues

luispintoc / Linking-Writing

https://www.kaggle.com/competitions/linking-writing-processes-to-writing-quality/overview

Apache License 2.0

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Production Rate #2

Open lucselmes opened 8 months ago

lucselmes commented 8 months ago

The rate of written language production can be measured by counting the number of characters, words, clauses, sentences, or T-units in the writing process or written product generated per unit of time. Example measures are as follows.

number of characters (including spaces) produced per minute during the process
number of characters (including spaces) produced per minute in the product

lucselmes commented 8 months ago

@luispintoc

luispintoc commented 7 months ago

https://files.eric.ed.gov/fulltext/ED592674.pdf

luispintoc commented 7 months ago

def get_keys_pressed_per_minute(train): inputs_remove_cut = train[train['activity'].isin(['Input', 'Remove/Cut'])] keys_pressed_per_minute = inputs_remove_cut.groupby(['id']).agg(keys_pressed_per_minute=('event_id', 'count')) session_lengths = inputs_remove_cut.groupby(['id']).apply(get_session_length)

keys_pressed_per_minute['keys_pressed_per_minute'] = round(keys_pressed_per_minute['keys_pressed_per_minute'] / session_lengths, 2)

return keys_pressed_per_minute