from am4894pd.utils import df_dummy_ts # used to generate some dummy data
from am4894plots.plots import plot_heatmap
# generate some dummy time series data
df = df_dummy_ts(n_cols=4, freq='1min')
print(df.shape)
display(df.head())
(1342, 4)
col0 | col1 | col2 | col3 | |
---|---|---|---|---|
time | ||||
2019-01-01 01:39:00 | 0.231846 | -0.058591 | -0.010348 | 0.043459 |
2019-01-01 01:40:00 | 0.224582 | -0.046758 | -0.000922 | 0.051141 |
2019-01-01 01:41:00 | 0.208052 | -0.051456 | -0.005755 | 0.049070 |
2019-01-01 01:42:00 | 0.205155 | -0.072066 | -0.021939 | 0.037423 |
2019-01-01 01:43:00 | 0.202429 | -0.096522 | -0.022628 | 0.045342 |
# plot heatmap
plot_heatmap(df, renderer='notebook')