| | --- |
| | configs: |
| | - config_name: dating |
| | data_files: |
| | - path: dating/train.csv |
| | split: train |
| | default: true |
| | language: en |
| | license: unknown |
| | pretty_name: Speeddating |
| | size_categories: 1M<n<10M |
| | tags: |
| | - tabular_classification |
| | - binary_classification |
| | - multiclass_classification |
| | task_categories: |
| | - tabular-classification |
| | --- |
| | # Speed dating |
| | The [Speed dating dataset](https://www.openml.org/search?type=data&sort=nr_of_likes&status=active&id=40536) from OpenML. |
| |
|
| |
|
| | # Configurations and tasks |
| | | **Configuration** | **Task** | Description | |
| | |-------------------|---------------------------|---------------------------------------------------------------| |
| | | dating | Binary classification | Will the two date? | |
| |
|
| | # Usage |
| | ```python |
| | from datasets import load_dataset |
| | |
| | dataset = load_dataset("mstz/speeddating")["train"] |
| | ``` |
| |
|
| |
|
| | # Features |
| | |**Features** |**Type** | |
| | |---------------------------------------------------|---------| |
| | |`is_dater_male` |`int8` | |
| | |`dater_age` |`int8` | |
| | |`dated_age` |`int8` | |
| | |`age_difference` |`int8` | |
| | |`dater_race` |`string` | |
| | |`dated_race` |`string` | |
| | |`are_same_race` |`int8` | |
| | |`same_race_importance_for_dater` |`float64`| |
| | |`same_religion_importance_for_dater` |`float64`| |
| | |`attractiveness_importance_for_dated` |`float64`| |
| | |`sincerity_importance_for_dated` |`float64`| |
| | |`intelligence_importance_for_dated` |`float64`| |
| | |`humor_importance_for_dated` |`float64`| |
| | |`ambition_importance_for_dated` |`float64`| |
| | |`shared_interests_importance_for_dated` |`float64`| |
| | |`attractiveness_score_of_dater_from_dated` |`float64`| |
| | |`sincerity_score_of_dater_from_dated` |`float64`| |
| | |`intelligence_score_of_dater_from_dated` |`float64`| |
| | |`humor_score_of_dater_from_dated` |`float64`| |
| | |`ambition_score_of_dater_from_dated` |`float64`| |
| | |`shared_interests_score_of_dater_from_dated` |`float64`| |
| | |`attractiveness_importance_for_dater` |`float64`| |
| | |`sincerity_importance_for_dater` |`float64`| |
| | |`intelligence_importance_for_dater` |`float64`| |
| | |`humor_importance_for_dater` |`float64`| |
| | |`ambition_importance_for_dater` |`float64`| |
| | |`shared_interests_importance_for_dater` |`float64`| |
| | |`self_reported_attractiveness_of_dater` |`float64`| |
| | |`self_reported_sincerity_of_dater` |`float64`| |
| | |`self_reported_intelligence_of_dater` |`float64`| |
| | |`self_reported_humor_of_dater` |`float64`| |
| | |`self_reported_ambition_of_dater` |`float64`| |
| | |`reported_attractiveness_of_dated_from_dater` |`float64`| |
| | |`reported_sincerity_of_dated_from_dater` |`float64`| |
| | |`reported_intelligence_of_dated_from_dater` |`float64`| |
| | |`reported_humor_of_dated_from_dater` |`float64`| |
| | |`reported_ambition_of_dated_from_dater` |`float64`| |
| | |`reported_shared_interests_of_dated_from_dater` |`float64`| |
| | |`dater_interest_in_sports` |`float64`| |
| | |`dater_interest_in_tvsports` |`float64`| |
| | |`dater_interest_in_exercise` |`float64`| |
| | |`dater_interest_in_dining` |`float64`| |
| | |`dater_interest_in_museums` |`float64`| |
| | |`dater_interest_in_art` |`float64`| |
| | |`dater_interest_in_hiking` |`float64`| |
| | |`dater_interest_in_gaming` |`float64`| |
| | |`dater_interest_in_clubbing` |`float64`| |
| | |`dater_interest_in_reading` |`float64`| |
| | |`dater_interest_in_tv` |`float64`| |
| | |`dater_interest_in_theater` |`float64`| |
| | |`dater_interest_in_movies` |`float64`| |
| | |`dater_interest_in_concerts` |`float64`| |
| | |`dater_interest_in_music` |`float64`| |
| | |`dater_interest_in_shopping` |`float64`| |
| | |`dater_interest_in_yoga` |`float64`| |
| | |`interests_correlation` |`float64`| |
| | |`expected_satisfaction_of_dater` |`float64`| |
| | |`expected_number_of_likes_of_dater_from_20_people` |`int8` | |
| | |`expected_number_of_dates_for_dater` |`int8` | |
| | |`dater_liked_dated` |`float64`| |
| | |`probability_dated_wants_to_date` |`float64`| |
| | |`already_met_before` |`int8` | |
| | |`dater_wants_to_date` |`int8` | |
| | |`dated_wants_to_date` |`int8` | |
| |
|
