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Pandas mit matplotlib als Alternative zu gnuplot - basierend auf den Beispielen aus https://www.my-it-brain.de/wordpress/ein-gnuplot-tutorial
Raw
example1.py
#!/usr/bin/env python3
import pandas as pd
my_cols = ['Berichtsjahr', 'leichtes Heizöl [Cent/l]', 'Strom [Cent/kWh]']
df = pd.read_csv('http://www.my-it-brain.de/wordpress/wp-content/uploads/2018/08/Energiepreise_Heizoel_Strom.csv',
sep=';', names=my_cols, skiprows=5, decimal=",")
df['Berichtsjahr'] = pd.to_datetime(df['Berichtsjahr'], format="%Y")
plot = df.plot(x='Berichtsjahr', y=['leichtes Heizöl [Cent/l]', 'Strom [Cent/kWh]'],
style=['bs-','ro-'])
plot.set_ylabel("Preis in Cents")
plot.grid()
fig = plot.get_figure()
fig.savefig('/tmp/example1.svg')
Raw
example2.py
#!/usr/bin/env python3
import pandas as pd
my_cols = ["Date", "Temperatur 1", "Humidity 1", "Temperatur 2", "Humidity 2", "Temperatur 3", "Humidity 3"]
df = pd.read_csv('http://www.my-it-brain.de/wordpress/wp-content/uploads/2018/08/dht22data.csv',
names=my_cols, skiprows=1)
df['Date'] = pd.to_datetime(df['Date'], errors='coerce')
df['Temperatur 3'] = pd.to_numeric(df['Temperatur 3'], errors='coerce')
plot = df.plot(x='Date',figsize=(20,10), secondary_y=['Humidity 1', 'Humidity 2', 'Humidity 3'], style='.', ms=1)
plot.set_xlim(pd.Timestamp('2018-06-04T17:57:26'), pd.Timestamp('2018-07-11T12:44:50'))
plot.set_ylabel("Temperatur [°C]")
plot.right_ax.set_ylabel("Humidity [%]")
plot.grid()
legend = plot.get_legend()
legend.set_bbox_to_anchor((1.15, 1))
for legend_handle in legend.legendHandles: legend_handle._legmarker.set_markersize(10)
fig = plot.get_figure()
fig.savefig('/tmp/plot_example2.svg')
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plot_example1.svg
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plot_example2.svg
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