# DevFest21 Competition — Data

来源：https://www.kaggle.com/competitions/devfest21-competition/data

本地 Meta Kaggle 快照；不是本次实时页面。

# Dataset Description

Information about the dataset: The dataset consists of 12,330 entries, each one representing a session (belonging to a user) in a 1-year period to avoid any tendency to a specific campaign, special day, user profile, or period. The dataset and the information about it are taken from Kaggle. However, changes may have been applied.

Information about the attributes: The dataset consists of 10 numerical and 8 categorical attributes.

-Revenue: the class label.

-Administrative: the number of the administrative pages visited by the user in that session.

-Administrative Duration: the total time spent by the user in administrative pages

-Informational: the number of the informational pages visited by the user in that session.

-Informational Duration: the total time spent by the user in informational pages.

-Product Related: the number of the product related pages visited by the user in that session.

-Product Related Duration: the total time spent by the user in product related pages.

-Bounce Rate (of a web page): the percentage of users that entered and left (bounced) the website through this same 
webpage

-Exit Rate (of a web page): the percentage of pageviews for this web page that were the last in the session

-Page Value (of a web page): the average value for a web page that a user visited before completing an e-commerce 
transaction

-Special Day: the closeness of the visiting date to a special day (like Mother’s Day, Valentine's Day). The values are between 0 and 1, 0 being far from any special day and 1 being closest to a special day.
operating system:

-browser: the operating system used

-region: the region of the user

-traffic type: the traffic type -** visitor type:** the visitor type (new visitor or returning visitor

-weekend: whether the date of the visit is weekend or not

-month of the year: the month of the year of the visit