Calculate average movie ratings by rating category
Write a query in MongoDB to find the average IMDb rating for movies with different ratings (e.g., 'PG', 'R', 'G') from the ‘movies’ collection.
Structure of 'movies' collection:
{ _id: ObjectId("573a1390f29313caabcd42e8"), plot: 'A group of bandits stage a brazen train hold-up, only to find a determined posse hot on their heels.', genres: [ 'Short', 'Western' ], runtime: 11, cast: [ 'A.C. Abadie', "Gilbert M. 'Broncho Billy' Anderson", 'George Barnes', 'Justus D. Barnes' ], poster: 'https://m.media-amazon.com/images/M/MV5BMTU3NjE5NzYtYTYyNS00MDVmLWIwYjgtMmYwYWIxZDYyNzU2XkEyXkFqcGdeQXVyNzQzNzQxNzI@._V1_SY1000_SX677_AL_.jpg', title: 'The Great Train Robbery', fullplot: "Among the earliest existing films in American cinema - notable as the first film that presented a narrative story to tell - it depicts a group of cowboy outlaws who hold up a train and rob the passengers. They are then pursued by a Sheriff's posse. Several scenes have color included - all hand tinted.", languages: [ 'English' ], released: ISODate("1903-12-01T00:00:00.000Z"), directors: [ 'Edwin S. Porter' ], rated: 'TV-G', awards: { wins: 1, nominations: 0, text: '1 win.' }, lastupdated: '2015-08-13 00:27:59.177000000', year: 1903, imdb: { rating: 7.4, votes: 9847, id: 439 }, countries: [ 'USA' ], type: 'movie', tomatoes: { viewer: { rating: 3.7, numReviews: 2559, meter: 75 }, fresh: 6, critic: { rating: 7.6, numReviews: 6, meter: 100 }, rotten: 0, lastUpdated: ISODate("2015-08-08T19:16:10.000Z") } .....
Query:
db.movies.aggregate([
{
$group: {
_id: "$rated",
averageRating: { $avg: "$imdb.rating" }
}
}
])
Output:
{ _id: 'GP', averageRating: 7.040909090909091 }, { _id: null, averageRating: 6.82571922334045 }, { _id: 'PASSED', averageRating: 7.305494505494505 }, { _id: 'OPEN', averageRating: 7.2 }, { _id: 'APPROVED', averageRating: 7.167369901547117 }, { _id: 'PG-13', averageRating: 6.405897546276367 }, { _id: 'NC-17', averageRating: 6.760526315789473 }, { _id: 'TV-Y7', averageRating: 6.033333333333334 }, { _id: 'TV-14', averageRating: 6.886516853932584 }, { _id: 'G', averageRating: 6.6280922431865825 }, { _id: 'Not Rated', averageRating: 7.7 }, { _id: 'Approved', averageRating: 7.040000000000001 }, { _id: 'AO', averageRating: 5.3999999999999995 }, { _id: 'UNRATED', averageRating: 6.97190412782956 }, { _id: 'TV-G', averageRating: 6.4576271186440675 }, { _id: 'NOT RATED', averageRating: 7.0212703101920235 }, { _id: 'TV-MA', averageRating: 7.364999999999999 }, { _id: 'TV-PG', averageRating: 6.951315789473684 }, { _id: 'PG', averageRating: 6.435456017269293 }, { _id: 'M', averageRating: 7.013513513513513 }
Explanation:
The said query in MongoDB returns a result containing the average ratings for each rating category from the 'movies' collection in MongoDB.
The $group stage groups the movies based on the value of the "rated" field.
The $avg operator creates a new field called "averageRating" that calculates the average IMDb rating for each group.
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