rag-topic-model / topics.json
przadka's picture
Add BERTopic model
b235340 verified
{
"topic_representations": {
"-1": [
[
"on",
0.09163203304952545
],
[
"card",
0.08064970389745767
],
[
"my",
0.0767006922807348
],
[
"charge",
0.06628677938756693
],
[
"account",
0.06147155751770172
],
[
"onetime",
0.06048261659107499
],
[
"textbooks",
0.06048261659107499
],
[
"for",
0.056879211846449326
],
[
"it",
0.055497950502502974
],
[
"college",
0.05263266076836004
]
],
"0": [
[
"refund",
0.10357181740806075
],
[
"my",
0.07945375060858025
],
[
"nike",
0.07939247427741154
],
[
"for",
0.078402687188764
],
[
"store",
0.06732216256657804
],
[
"to",
0.06611804030049008
],
[
"returned",
0.06609171219628653
],
[
"credit",
0.05631544560512463
],
[
"but",
0.053297631611516065
],
[
"week",
0.05302617127651293
]
],
"1": [
[
"to",
0.09520388888087453
],
[
"my",
0.0928884822862621
],
[
"klarna",
0.08419112810016777
],
[
"email",
0.07667389811880415
],
[
"and",
0.07019917226789504
],
[
"im",
0.05913002210894736
],
[
"account",
0.057074666373688056
],
[
"it",
0.051528335009921794
],
[
"the",
0.04709145261380219
],
[
"in",
0.042812985494347804
]
],
"2": [
[
"my",
0.09343260244859648
],
[
"the",
0.07662357986486545
],
[
"payment",
0.07063227480862926
],
[
"klarna",
0.06974001266021526
],
[
"for",
0.06974001266021526
],
[
"to",
0.06301359684981774
],
[
"pay",
0.05560537889134318
],
[
"can",
0.0545200266290082
],
[
"it",
0.05249296656920062
],
[
"app",
0.04903594746152501
]
]
},
"topics": [
1,
1,
1,
2,
1,
2,
0,
0,
-1,
2,
2,
1,
1,
0,
2,
-1,
2,
-1,
1,
0,
1,
2,
0,
2,
0,
2,
1,
2,
0,
0,
0,
1,
2,
2,
2,
0,
0,
0,
2,
1,
1,
1,
0,
0,
0,
2,
1,
2,
1,
0,
1,
2,
1,
1,
1,
0,
0,
0,
0,
0,
-1,
0,
0,
0,
0,
0,
2,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
0,
1,
2,
-1,
1,
-1,
2,
0,
-1,
0,
2,
1,
1,
2,
2,
2,
1,
2,
2,
1,
0,
2,
2,
2,
2,
2,
1,
0,
-1,
0,
1,
0,
1,
1,
0,
2,
1,
0,
0,
1,
0,
-1,
0,
2,
-1,
2,
-1,
2,
0,
1,
2,
2,
1,
2,
1,
0,
2,
1,
1,
1,
2,
0,
-1,
2,
-1,
0,
1,
-1,
0,
0,
1,
2,
2,
2,
2,
2,
2,
2,
2,
1,
1,
2,
2,
2,
2,
2,
1,
1,
1,
1,
1,
1,
1,
1,
1,
0,
1,
-1,
1,
1,
1,
1,
-1,
1,
0
],
"topic_sizes": {
"1": 56,
"2": 54,
"0": 77,
"-1": 16
},
"topic_mapper": [
[
-1,
-1,
-1
],
[
0,
0,
0
],
[
1,
1,
1
],
[
2,
2,
2
]
],
"topic_labels": {
"-1": "-1_on_card_my_charge",
"0": "0_refund_my_nike_for",
"1": "1_to_my_klarna_email",
"2": "2_my_the_payment_klarna"
},
"custom_labels": null,
"_outliers": 1,
"topic_aspects": {}
}