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K.E.T.S. Kişisel Eğlence Tavsiye Sistemi Project App here.

K.E.T.S. PROJECT Movie Dataset Description

Dataset Overview

This dataset to contain information about movies, including ratings, genres, and other metadata.

Data Columns

The dataset consists of 10 columns with 29,697 rows.

  1. TCONST (object):

    • Unique IMDB identifier for each entry
    • Corresponds to IMDb's tconst (title constant) identifier

  2. ORIGINAL_TITLE (object):

    • The original title of the movie or TV show

  3. TYPE (object):

    • Indicates whether the entry is a movie, TV show, or other media type

  4. AVG_RATING (float64):

    • The average rating of the title
    • Numeric values, on a scale (e.g., 1-10)

  5. VOTE_COUNT (int64):

    • The number of votes or ratings received
    • Integer values

  6. GENRES (object):

    • The genre(s) associated with the title
    • Likely a string, possibly comma-separated if multiple genres

  7. DIRECTORS (object):

    • The director(s) of the title
    • Ccomma-separated if multiple directors

  8. YEAR (object):

    • The year of release or production
    • Stored as an object (string) rather than a numeric type

  9. OVERVIEW (object):

    • Brief synopsis or description of the title

  10. COMBINED_FEATURES (object):

    • A column that combines multiple features (ORIGINAL_TITLE, GENRES, YEAR, DIRECTORS, OVERVIEW) for TFIDF processing
    • The exact composition of this column is not specified in the provided information

Data Types

  • 8 columns are of type 'object' (likely strings)
  • 1 column is of type 'float64' (AVG_RATING)
  • 1 column is of type 'int64' (VOTE_COUNT)