Datasets:
| dataset_info: | |
| features: | |
| - name: Administrative | |
| dtype: int64 | |
| - name: Administrative_Duration | |
| dtype: float64 | |
| - name: Informational | |
| dtype: int64 | |
| - name: Informational_Duration | |
| dtype: float64 | |
| - name: ProductRelated | |
| dtype: int64 | |
| - name: ProductRelated_Duration | |
| dtype: float64 | |
| - name: BounceRates | |
| dtype: float64 | |
| - name: ExitRates | |
| dtype: float64 | |
| - name: PageValues | |
| dtype: float64 | |
| - name: SpecialDay | |
| dtype: float64 | |
| - name: Month | |
| dtype: string | |
| - name: OperatingSystems | |
| dtype: int64 | |
| - name: Browser | |
| dtype: int64 | |
| - name: Region | |
| dtype: int64 | |
| - name: TrafficType | |
| dtype: int64 | |
| - name: VisitorType | |
| dtype: string | |
| - name: Weekend | |
| dtype: bool | |
| - name: Revenue | |
| dtype: | |
| class_label: | |
| names: | |
| '0': 'False' | |
| '1': 'True' | |
| splits: | |
| - name: train | |
| num_bytes: 1815486 | |
| num_examples: 12330 | |
| download_size: 425014 | |
| dataset_size: 1815486 | |
| license: cc-by-4.0 | |
| task_categories: | |
| - tabular-classification | |
| language: | |
| - en | |
| pretty_name: Online Shoppers Purchasing Intention Dataset | |
| size_categories: | |
| - 10K<n<100K | |
| # Dataset Card for Online Shoppers Purchasing Intention Dataset | |
| ## Dataset Description | |
| - **Homepage**: https://archive-beta.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset | |
| ### Dataset Summary | |
| This dataset is a reupload of the Online Shoppers Purchasing Intention Dataset from the [UCI Machine Learning Repository](https://archive-beta.ics.uci.edu/). | |
| > **NOTE:** The information below is from the original dataset description from UCI's website. | |
| > | |
| > ### Overview | |
| > | |
| > Of the 12,330 sessions in the dataset, 84.5% (10,422) were negative class samples that did not end with shopping, | |
| > and the rest (1908) were positive class samples ending with shopping. | |
| > | |
| > #### Additional Information | |
| > | |
| > The dataset consists of feature vectors belonging to 12,330 sessions. The dataset was formed so that | |
| > each session would belong to a different user in a 1-year period to avoid any tendency to a specific campaign, | |
| > special day, user profile, or period. | |