transport = load_transport()datasets
The datasets module provides auxiliary datasets used to support the package documentation
Transport dataset
The transport dataset was originally retrieved from the Kaggle datasets website. A description of it is available here.
The dataset contains around 50 individuals answers from a questionaire on their means of transport. For each answer we have the Age, Sex, Family Situation, If he has a car, If he has a bike and if he takes public transport
There is some information as well on the monthly income of the respondent
load_transport
load_transport ()
Loads the transport dataset
To load the dataset simply call the function …
transport.isna().sum()age 0
sexe 7
sitfam 0
principal 0
voiture 4
velo 4
commun 4
revenu 3
dtype: int64Predictions dataset
load_predictions
load_predictions ()
Loads the transport dataset
predictions = load_predictions()predictions.head()| y_true | y_proba | |
|---|---|---|
| 0 | 0 | 0.283242 |
| 1 | 0 | 0.397620 |
| 2 | 0 | 0.417143 |
| 3 | 0 | 0.376334 |
| 4 | 0 | 0.299264 |