Instagram Post Reach

到目前为止，您必须已经了解到目标变量或要预测的值是“喜欢”列，到目前为止，该列被称为“覆盖率”。人们何时能在Instagram之类的社交媒体平台上获得更多喜欢？当用户拥有更多关注者时，他们更有可能获得更多的赞，并且他们的帖子可以传播给更多的人。同样，发布该帖子后到达的人数也随着发布该帖子的时间增加而增加。

So far, you should have learned that the target variable, or the value to be predicted, is the 'likes' column, which was previously referred to as 'coverage'. When do users receive more likes on social media platforms such as Instagram? Users with more followers are more likely to gain more likes, and their posts can reach a wider audience. Similarly, the number of people who view a post after it is published increases as the time elapsed since the post was released grows.

搜集汇总

背景与挑战

背景概述

该数据集包含101行社交媒体帖子数据，涵盖用户名、标题、关注者、主题标签、发布时间和点赞数等6个特征，用于预测帖子点赞量。数据需预处理以将发布时间转换为数值格式，并采用CC0公共领域许可。