16 lines
846 B
Python
16 lines
846 B
Python
import pandas as pd
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# import matplotlib.pyplot as plt
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timelog = pd.read_csv("timelog-titled.csv")
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timelog["started"] = pd.to_datetime(timelog["started"]).dt.tz_convert("US/Eastern")
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timelog["recorded"] = pd.to_datetime(timelog["recorded"]).dt.tz_convert("US/Eastern")
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timelog["time"] = 30
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# A pomodoro started before 3am Eastern time is considered to be a continuation
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# of the day before, so we are, effectively, on West Coast time for determining
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# the day we want to associate a time entry with. PomodoroPrompt saves as UTC.
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timelog["date"] = timelog["started"].dt.tz_convert("US/Pacific").dt.date
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timelog["day_of_week"] = pd.to_datetime(timelog["date"]).dt.day_name()
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# Condense duplicate entries by date, summing the minutes spent.
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tl = timelog.groupby(["date", "description"]).agg({"time": ['sum']}, {"started": ['max']}).reset_index()
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