我假設你想sentiment
分別有count
字段與負值和正值與給定的門檻,即positive - >75
和negative - <75
,即積極情緒總數和消極情緒總數以及總情緒。
db.sentiments.aggregate([
{"$group" :
{_id: "$item",
sentiment: {$avg : "$sentiment_score"},
postiive_sentiments: {$sum: { $cond: { if: { $gt: [ "$sentiment_score", 75 ] }, then: 1, else: 0 } }},
negative_sentiments: {$sum: { $cond: { if: { $lt: [ "$sentiment_score", 75 ] }, then: 1, else: 0 } }},
count: {$sum: 1 }
}
},
{"$sort": { sentiment: -1 } }
])
的樣本數據:
{ "_id" : ObjectId("5991329ea37dbc24842a68be"), "item" : "test1", "sentiment_score" : 50 }
{ "_id" : ObjectId("599132a2a37dbc24842a68bf"), "item" : "test1", "sentiment_score" : 40 }
{ "_id" : ObjectId("599132a4a37dbc24842a68c0"), "item" : "test1", "sentiment_score" : 80 }
{ "_id" : ObjectId("599132aba37dbc24842a68c1"), "item" : "test2", "sentiment_score" : 80 }
{ "_id" : ObjectId("599132ada37dbc24842a68c2"), "item" : "test2", "sentiment_score" : 30 }
{ "_id" : ObjectId("599132b0a37dbc24842a68c3"), "item" : "test2", "sentiment_score" : 38 }
{ "_id" : ObjectId("599132b6a37dbc24842a68c4"), "item" : "test3", "sentiment_score" : 78 }
{ "_id" : ObjectId("599132b9a37dbc24842a68c5"), "item" : "test3", "sentiment_score" : 88 }
{ "_id" : ObjectId("599132bba37dbc24842a68c6"), "item" : "test3", "sentiment_score" : 58 }
{ "_id" : ObjectId("599132c4a37dbc24842a68c7"), "item" : "test3", "sentiment_score" : 98 }
{ "_id" : ObjectId("599132cba37dbc24842a68c8"), "item" : "test4", "sentiment_score" : 65 }
{ "_id" : ObjectId("599132d2a37dbc24842a68c9"), "item" : "test4", "sentiment_score" : 30 }
{ "_id" : ObjectId("599132d6a37dbc24842a68ca"), "item" : "test4", "sentiment_score" : 10 }
//結果:
{ "_id" : "test3", "sentiment" : 80.5, "negative_sentiments" : 3, "positive_sentiments" : 1, "count" : 4 }
{ "_id" : "test1", "sentiment" : 56.666666666666664, "negative_sentiments" : 1, "positive_sentiments" : 2, "count" : 3 }
{ "_id" : "test2", "sentiment" : 49.333333333333336, "negative_sentiments" : 1, "positive_sentiments" : 2, "count" : 3 }
{ "_id" : "test4", "sentiment" : 35, "negative_sentiments" : 0, "positive_sentiments" : 3, "count" : 3 }
您需要提供樣本文件 –
Januka嗨,文件的唯一重要字段中所示的那些代碼 - 「sentimentScore」是0到100之間的一個#,以及是項目名稱的「item」。我想要做的就是添加代碼我有這樣的我有2個新字段返回給我的每個組項目,其中一個是該組中的項目#情緒分數<75和一個爲> 75 – jbug123