Fertility
Hugging FaceFertility The Fertility dataset from the UCI ML repository. Classify fertility abnormalities of patients. Configurations and tasks Configuration Task Description encoding Encoding dictionary fertility Binary classification Does the patient have fertility issues? Usage from datasets import load_dataset dataset = load_dataset("mstz/fertility", "fertility")["train"] Features Feature Type season_of_sampling… See the full description on the dataset page: https://huggingface.co/datasets/mstz/fertility.
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line chart of frequency_of_alcohol_consumption over age_at_time_of_sampling
average frequency_of_alcohol_consumption by season_of_sampling
top 10 season_of_sampling by total frequency_of_alcohol_consumption
scatter frequency_of_alcohol_consumption vs has_fertility_issues coloured by season_of_sampling
Data preview
99 rows · 10 columns · showing first 12| # | season_of_sampling text | age_at_time_of_sampling integer | has_had_childhood_diseases boolean | has_had_serious_trauma boolean | has_had_surgical_interventions boolean | has_had_high_fevers_in_the_past_year text | frequency_of_alcohol_consumption float | smoking_frequency text | number_of_sitting_hours_per_day float | has_fertility_issues integer |
|---|---|---|---|---|---|---|---|---|---|---|
| 1 | spring | 34 | True | False | True | more than three months ago | 0.8 | daily | 0.31 | 1 |
| 2 | spring | 27 | True | False | False | more than three months ago | 1 | never | 0.5 | 0 |
| 3 | spring | 31 | False | True | True | more than three months ago | 1 | never | 0.38 | 0 |
| 4 | spring | 30 | True | True | False | more than three months ago | 0.8 | never | 0.5 | 1 |
| 5 | spring | 30 | True | False | True | more than three months ago | 0.8 | occasionally | 0.5 | 0 |
| 6 | spring | 30 | False | False | False | less than three months ago | 0.8 | never | 0.44 | 0 |
| 7 | spring | 36 | True | True | True | more than three months ago | 0.6 | never | 0.38 | 0 |
| 8 | fall | 29 | False | False | True | more than three months ago | 0.8 | never | 0.25 | 0 |
| 9 | fall | 28 | True | False | False | more than three months ago | 1 | never | 0.25 | 0 |
| 10 | fall | 30 | True | True | False | less than three months ago | 0.8 | occasionally | 0.31 | 0 |
| 11 | fall | 32 | True | True | True | more than three months ago | 0.6 | occasionally | 0.13 | 0 |
| 12 | fall | 31 | True | True | True | more than three months ago | 0.8 | daily | 0.25 | 0 |
Interesting queries to try
- line chart of frequency_of_alcohol_consumption over age_at_time_of_sampling
- average frequency_of_alcohol_consumption by season_of_sampling
- top 10 season_of_sampling by total frequency_of_alcohol_consumption
- scatter frequency_of_alcohol_consumption vs has_fertility_issues coloured by season_of_sampling
- histogram of frequency_of_alcohol_consumption
- boxplot of frequency_of_alcohol_consumption by season_of_sampling
Columns
- season_of_sampling categorical
- age_at_time_of_sampling datetime
- has_had_childhood_diseases bool
- has_had_serious_trauma bool
- has_had_surgical_interventions bool
- has_had_high_fevers_in_the_past_year datetime
- frequency_of_alcohol_consumption numeric
- smoking_frequency categorical
- number_of_sitting_hours_per_day datetime
- has_fertility_issues numeric