Created
April 29, 2018 05:34
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alarms in Altair
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import pandas as pd | |
df = pd.DataFrame([ | |
['2018-03-11', '11:03', 86], | |
['2018-03-14', '09:27', 43], | |
['2018-03-14', '12:08', 22], | |
['2018-03-15', '03:13', 140], | |
['2018-03-17', '18:06', 10]], | |
columns=['Date','Time','Duration']) | |
df['dt'] = pd.to_datetime(df['Date'] +' ' + df['Time']) | |
df['ht'] = 1 | |
df['End'] = pd.to_datetime(df['dt']) + pd.to_timedelta(df['Duration'], unit='m') | |
import altair as alt | |
chart = alt.Chart(df).mark_bar().encode( | |
x=alt.X('dt'), | |
y=alt.Y('ht') | |
) | |
rule = alt.Chart(df).mark_rule(color='firebrick').encode( | |
alt.X( | |
'dt:T', | |
timeUnit='yearmonthdate', | |
axis=alt.Axis(format='%m/%d', title='Dates of Events') | |
), | |
alt.Y( | |
'ht', | |
scale=alt.Scale(domain=[-10, 10]), | |
axis=alt.Axis(title='Event') | |
), | |
alt.X2('End') | |
).properties( | |
width=700, | |
height=300 | |
) | |
chart + rule | |
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