niimpy.exploration.eda.lineplot module¶
Created on Wed Oct 27 09:53:46 2021
@author: arsii
- niimpy.exploration.eda.lineplot.calculate_averages_(df, column, by)[source]¶
calculate group averages by given timerange
- niimpy.exploration.eda.lineplot.plot_averages_(df, column, by='hour')[source]¶
Plot user group level averages by hour or by weekday.
- Parameters
- dfPandas Dataframe
Dataframe containing the data
- columnstr
Columns to plot.
- bystr, optional
Indicator for group level averaging. The default is False. If ‘hour’, hourly averages per group are presented. If ‘weekday’, daily averages per gruop are presented.
- Returns
- None.
- niimpy.exploration.eda.lineplot.plot_timeseries_(df, columns, users, title, xlabel, ylabel, resample=False, interpolate=False, window_len=False, reset_index=False)[source]¶
There goes the text.
- Parameters
- dfPandas Dataframe
Dataframe containing the data
- columnslist or str
Columns to plot.
- userslist or str
Users to plot.
- titlestr
Plot title.
- xlabelstr
Plot xlabel.
- ylabelstr
Plot ylabel.
- resamplestr, optional
Data resampling frequency. The default is False. For details: https://pandas.pydata.org/docs/reference/api/pandas.DataFrame.resample.html
- interpolatebool, optional
If true, time series will be interpolated using splines. The default is False.
- windowint, optional
Rolling window smoothing window size. The default is False.
- reset_indexbool, optional
If true, dataframe index will be resetted. The default is False.
- Returns
- None.
- niimpy.exploration.eda.lineplot.resample_data_(df, resample, interpolate, window_len, reset_index)[source]¶
resample dataframe for plotting
- niimpy.exploration.eda.lineplot.timeplot(df, users, columns, title, xlabel, ylabel, resample=False, interpolate=False, window=False, reset_index=False, by=False)[source]¶
Plot a time series plot. Plot selected users and columns or group level averages, aggregated by hour or weekday.
- Parameters
- dfPandas Dataframe
Dataframe containing the data
- userslist or str
Users to plot.
- columnslist or str
Columns to plot.
- titlestr
Plot title.
- xlabelstr
Plot xlabel.
- ylabelstr
Plot ylabel.
- resamplestr, optional
Data resampling frequency. The default is False. For details: https://pandas.pydata.org/docs/reference/api/pandas.DataFrame.resample.html
- interpolatebool, optional
If true, time series will be interpolated using splines. The default is False.
- windowint, optional
Rolling window smoothing window size. The default is False.
- reset_indexbool, optional
If true, dataframe index will be resetted. The default is False.
- bystr, optional
Indicator for group level averaging. The default is False. If ‘hour’, hourly averages per group are presented. If ‘weekday’, daily averages per gruop are presented.
- Returns
- ——-
- None.