You can run this notebook in , in , in or in .

!pip install --quiet climetlab climetlab-demo-source climetlab-demo-dataset

External plugins

import climetlab as cml

Get the demo dataset:

ds = cml.load_dataset("demo-dataset")

Plot it:

cml.plot_map(ds)

External data source

!test -f test.db || wget https://github.com/ecmwf/climetlab/raw/main/docs/examples/test.db

s = cml.load_source(
    "demo-source", "sqlite:///test.db", "select * from data;", parse_dates=["time"]
)

df = s.to_pandas()

df

	lat	lon	time	value
0	50.0	3.3	2001-01-01	4.9
1	51.0	-3.0	2001-01-02	7.3
2	50.5	-1.8	2001-01-03	5.5

cml.plot_map(df, margins=2)