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7 Cumulative Plots

Joses W. Ho edited this page Aug 20, 2018 · 1 revision

Load Experiment

In [1]: expt1=esp.espresso(folder=path_to_expt1)
In [2]: expt1

4 feedlogs with a total of 120 flies.
3 genotypes ['w1118;MB213B-Gal4' 'MB213B-Gal4>UAS-TrpA1' 'w1118;UAS-TrpA1'].
2 temperatures [22 29].
2 foodtypes ['100mM_Sucrose' '100mM_Sucrose_100mM_Arabinose'].

Creating Cumulative Plots

The plot.cumulative class provides access to two types of cumulative plots:

  • plot.cumulative.consumption
  • plot.cumulative.feed_count
In [3]: expt1.plot.cumulative.consumption()

cumulative volume

You can use the col and row keywords to control the categories used to segregate plots. The color_by keyword is used to color individual cumulative curves.

You can also alter the time bins used to resample the data with the resample_by keyword. (The default is 5 minutes.)

In [4]: expt1.plot.cumulative.feed_count(color_by='FoodChoice',
                                         row='Temperature',
                                         col='Status',
                                         gridlines=False,
                                         resample_by='15min')

cumulative volume with options