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CSIS 3300 - Database II
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use('test'); | |
// 1st Query | |
db.fact_movie_insight.aggregate([ | |
{ | |
$match: { | |
"movie.content_rating" : { | |
$in : [ | |
"G", "PG", "PG-13" | |
] | |
}, | |
"movie.release_date.YYYY": { | |
$gte: 2010 | |
}, | |
"popularity.rating": { | |
$gte: 7 | |
} | |
} | |
}, | |
{ | |
$group: { | |
_id: "$movie.origin_country", | |
movieCount: { | |
$sum: 1 | |
}, | |
movieTitle: { | |
$push: "$movie.title" | |
} | |
} | |
}, | |
{ | |
$sort: { | |
movieCount: -1 | |
} | |
}, | |
{ | |
$limit: 3 | |
} | |
]); | |
// 2nd | |
db.fact_recommendation.aggregate([ | |
{ | |
$group: { | |
_id: "$user.country", | |
totalViewTime: { | |
$sum: "$user.total_movie_viewtime" | |
}, | |
numberOfUsers: { | |
$sum: 1 | |
} | |
} | |
}, | |
{ | |
$sort: { | |
numberOfUsers: -1 | |
} | |
}, | |
{ | |
$limit: 3 | |
} | |
]); | |
// 3rd | |
db.fact_subscription.aggregate([ | |
{ | |
$match: { | |
"isPaymentDue": true | |
} | |
}, | |
{ | |
$group: { | |
_id: "$payment_detials.payment_method", | |
totalDue: { | |
$sum: "$total_payment_due" | |
} | |
} | |
}, | |
{ | |
$sort: { | |
totalDue: -1 | |
} | |
}, | |
{ | |
$limit: 5 | |
} | |
]); | |
// 4th | |
db.fact_movie_insight.aggregate([ | |
{ | |
$match: { | |
"financial_performance.revenue" : { | |
$gte : 100000000 | |
}, | |
"popularity.rating": { | |
$gte: 7 | |
} | |
} | |
}, | |
{ | |
$bucket: { | |
groupBy: "$movie.release_date.YYYY", | |
boundaries: [ | |
1950, 1960, 1970, 1980, 1990, 2000, 2010, 2020, 2030 | |
], | |
default: "Other", | |
output: { | |
"numberOfMovies": { | |
$sum: 1 | |
}, | |
} | |
} | |
}, | |
{ | |
$sort: { | |
"_id": -1 | |
} | |
} | |
]); | |
// 5th | |
db.fact_movie_insight.aggregate([ | |
{ | |
$match: { | |
"movie.genre": { | |
$in: [ | |
"Action", | |
"Adventure", | |
"Crime" | |
] | |
} | |
} | |
}, | |
{ | |
$group: { | |
_id: "$movie.genre", | |
totalRevenue: { | |
$avg: "$financial_performance.revenue" | |
} | |
} | |
}, | |
{ | |
$sort: { | |
"totalRevenue": -1 | |
} | |
} | |
]); |
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