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--- |
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dataset_info: |
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features: |
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- name: Administrative |
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dtype: int64 |
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- name: Administrative_Duration |
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dtype: float64 |
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- name: Informational |
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dtype: int64 |
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- name: Informational_Duration |
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dtype: float64 |
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- name: ProductRelated |
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dtype: int64 |
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- name: ProductRelated_Duration |
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dtype: float64 |
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- name: BounceRates |
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dtype: float64 |
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- name: ExitRates |
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dtype: float64 |
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- name: PageValues |
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dtype: float64 |
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- name: SpecialDay |
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dtype: float64 |
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- name: Month |
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dtype: string |
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- name: OperatingSystems |
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dtype: int64 |
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- name: Browser |
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dtype: int64 |
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- name: Region |
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dtype: int64 |
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- name: TrafficType |
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dtype: int64 |
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- name: VisitorType |
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dtype: string |
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- name: Weekend |
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dtype: bool |
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- name: Revenue |
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dtype: bool |
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splits: |
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- name: train |
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num_bytes: 1718388 |
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num_examples: 12330 |
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download_size: 422794 |
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dataset_size: 1718388 |
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license: cc-by-4.0 |
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task_categories: |
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- tabular-classification |
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language: |
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- en |
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pretty_name: Online Shoppers Purchasing Intention Dataset |
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size_categories: |
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- 10K<n<100K |
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--- |
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# Dataset Card for Online Shoppers Purchasing Intention Dataset |
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## Dataset Description |
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- **Homepage**: https://archive-beta.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset |
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### Dataset Summary |
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This dataset is a reupload of the Online Shoppers Purchasing Intention Dataset from the [UCI Machine Learning Repository](https://archive-beta.ics.uci.edu/). |
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> **NOTE:** The information below is from the original dataset description from UCI's website. |
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> |
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> ### Overview |
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> |
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> Of the 12,330 sessions in the dataset, 84.5% (10,422) were negative class samples that did not end with shopping, |
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> and the rest (1908) were positive class samples ending with shopping. |
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> |
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> #### Additional Information |
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> |
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> The dataset consists of feature vectors belonging to 12,330 sessions. The dataset was formed so that |
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> each session would belong to a different user in a 1-year period to avoid any tendency to a specific campaign, |
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> special day, user profile, or period. |
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