Tutorial checklist

Note

This guidelines also apply to blog posts

Sample data must be publicly available

Datasets must be available publicly so we can download them inline. In other words, you should be able to get a URL that when opened should take you to the raw data (example). Furthermore, the data should be available in a third-party site and not uploaded to any of our repositories.

This will allow us to use is like this:

from urllib.request import urlretrieve
import pandas as pd

urlretrieve("https://raw.githubusercontent.com/mwaskom/seaborn-data/master/penguins.csv", "penguins.csv")
pd.read_csv("penguins.csv").head()

/tmp/ipykernel_2234/866976421.py:2: DeprecationWarning: 
Pyarrow will become a required dependency of pandas in the next major release of pandas (pandas 3.0),
(to allow more performant data types, such as the Arrow string type, and better interoperability with other libraries)
but was not found to be installed on your system.
If this would cause problems for you,
please provide us feedback at https://github.com/pandas-dev/pandas/issues/54466
        
  import pandas as pd

	species	island	bill_length_mm	bill_depth_mm	flipper_length_mm	body_mass_g	sex
0	Adelie	Torgersen	39.1	18.7	181.0	3750.0	MALE
1	Adelie	Torgersen	39.5	17.4	186.0	3800.0	FEMALE
2	Adelie	Torgersen	40.3	18.0	195.0	3250.0	FEMALE
3	Adelie	Torgersen	NaN	NaN	NaN	NaN	NaN
4	Adelie	Torgersen	36.7	19.3	193.0	3450.0	FEMALE