Name: 5-Minute Crafts: Video Clickbait Titles?
Creator: Kaggle
License: https://creativecommons.org/publicdomain/zero/1.0/

About this Dataset

5-Minute Crafts: Video Clickbait Titles?

5-Minute Crafts - Youtube ClickBait Titles?

5-Minute Crafts is a DIY-style YouTube channel owned by TheSoul Publishing. As of October 2021, it is the 9th most-subscribed channel on the platform, It is also one of the most viewed channels. The channel has drawn criticism for unusual and potentially dangerous life hacks and its reliance on clickbait. Irrespective of the criticism, 5-Minute Crafts videos do get a lot of views.

In this dataset, a complete record of video titles from 5-Minute Craft youtube channels is collected along with many other meta-features of the titles. It also contains - total video views, duration, active since, sentiment, etc.

Key Tasks

Use this dataset to perform the following different types. of analysis and modeling -

Relation of different words used in the titles and total views garnered
Which features of a video title are most important with respect. total views
Is there any correlation between title meta-features, total views, duration, and sentiment?

Tables

N 5 Minute Crafts

@kaggle.shivamb_5minute_crafts_video_views_dataset.n_5_minute_crafts

286.05 kB
4,978 rows
15 columns

CREATE TABLE n_5_minute_crafts (
  "video_id" VARCHAR,
  "title" VARCHAR,
  "active_since_days" BIGINT,
  "duration_seconds" BIGINT,
  "total_views" BIGINT,
  "num_chars" BIGINT,
  "num_words" BIGINT,
  "num_punctuation" BIGINT,
  "num_words_uppercase" BIGINT,
  "num_words_lowercase" BIGINT,
  "num_stopwords" BIGINT,
  "avg_word_len" DOUBLE,
  "contain_digits" BIGINT,
  "startswith_digits" BIGINT,
  "title_sentiment" DOUBLE
);