Use data analysis tools
Use popular data analysis tools to analyze time series data stored in an InfluxDB database.
pandas
Use the pandas Python data analysis library to analyze and visualize time series data stored in InfluxDB Cloud Dedicated.
...
dataframe = reader.read_pandas()
dataframe = dataframe.set_index('time')
resample = dataframe.resample("1H")
resample['temp'].mean()
PyArrow
Use PyArrow to read and analyze InfluxDB query results.
...
table = client.query(
'''SELECT *
FROM home
WHERE time >= now() - INTERVAL '90 days'
ORDER BY time'''
)
table.group_by('room').aggregate([('temp', 'mean')])
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