Contraceptive
Hugging FaceContraceptive The Contraceptive dataset from the UCI repository. Does the couple use contraceptives? Configurations and tasks Configuration Task Description contraceptive Binary classification Does the couple use contraceptives? Usage from datasets import load_dataset dataset = load_dataset("mstz/contraceptive", "contraceptive")["train"]
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Data preview
500 rows · 10 columns · showing first 12| # | age_of_wife integer | education_level_of_wife integer | education_level_of_husband integer | number_of_born_children integer | is_wife_muslim boolean | is_wife_a_housekeeper boolean | job_of_husband integer | standard_of_living integer | is_media_exposure_negative boolean | use_contraceptives integer |
|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 24 | 2 | 3 | 3 | True | True | 2 | 3 | False | 0 |
| 2 | 45 | 1 | 3 | 10 | True | True | 3 | 4 | False | 0 |
| 3 | 43 | 2 | 3 | 7 | True | True | 3 | 4 | False | 0 |
| 4 | 42 | 3 | 2 | 9 | True | True | 3 | 3 | False | 0 |
| 5 | 36 | 3 | 3 | 8 | True | True | 3 | 2 | False | 0 |
| 6 | 19 | 4 | 4 | 0 | True | True | 3 | 3 | False | 0 |
| 7 | 38 | 2 | 3 | 6 | True | True | 3 | 2 | False | 0 |
| 8 | 21 | 3 | 3 | 1 | True | False | 3 | 2 | False | 0 |
| 9 | 27 | 2 | 3 | 3 | True | True | 3 | 4 | False | 0 |
| 10 | 45 | 1 | 1 | 8 | True | True | 2 | 2 | True | 0 |
| 11 | 38 | 1 | 3 | 2 | True | False | 3 | 3 | True | 0 |
| 12 | 42 | 1 | 4 | 4 | True | True | 1 | 3 | False | 0 |
Auto-generated charts
Contraceptive: 500 rows by 10 columns. These exploratory charts are generated automatically from the data - open the dataset in Helix to ask your own questions.
Charts
Total age_of_wife by is_wife_muslim
Top is_wife_muslim values ranked by summed age_of_wife.
age_of_wife vs education_level_of_wife
age_of_wife vs education_level_of_wife, coloured by is_wife_muslim.
Distribution of age_of_wife
Histogram of age_of_wife values.
Correlation of numeric columns
Pearson correlation between numeric columns.
age_of_wife by is_wife_muslim
Spread of age_of_wife across is_wife_muslim groups.
Interesting queries to try
Columns
- age_of_wife numeric
- education_level_of_wife numeric
- education_level_of_husband numeric
- number_of_born_children numeric
- is_wife_muslim bool
- is_wife_a_housekeeper bool
- job_of_husband numeric
- standard_of_living numeric
- is_media_exposure_negative bool
- use_contraceptives numeric