belenedgar's picture
Add BERTopic model
9e8560c
raw
history blame
5.11 kB
{
"topic_representations": {
"-1": [
[
"malware",
0.4173104166984558
],
[
"malicious",
0.4135512709617615
],
[
"viruses",
0.40276479721069336
],
[
"ransomware",
0.38066428899765015
],
[
"adware",
0.37382400035858154
],
[
"phishing",
0.3655974864959717
],
[
"virus",
0.35713285207748413
],
[
"spyware",
0.34405720233917236
],
[
"threats",
0.3421396017074585
],
[
"antivirus",
0.3330286145210266
]
],
"0": [
[
"phishing",
0.42832034826278687
],
[
"fraudsters",
0.3984209895133972
],
[
"theft",
0.3585050106048584
],
[
"scammers",
0.35328149795532227
],
[
"security",
0.34436333179473877
],
[
"fraud",
0.33670535683631897
],
[
"fraudulent",
0.3361189365386963
],
[
"passwords",
0.33049654960632324
],
[
"privacy",
0.31392163038253784
],
[
"secure",
0.30753785371780396
]
],
"1": [
[
"addiction",
0.5363149046897888
],
[
"cyber",
0.3494475483894348
],
[
"screen",
0.3359917402267456
],
[
"gaming",
0.3130123019218445
],
[
"persona",
0.31193363666534424
],
[
"self",
0.30660372972488403
],
[
"digital",
0.3060356080532074
],
[
"internet",
0.3031485378742218
],
[
"social",
0.30219119787216187
],
[
"presence",
0.3016740679740906
]
],
"2": [
[
"cyberbullying",
0.4925338923931122
],
[
"bullying",
0.4540230631828308
],
[
"cyber",
0.43500053882598877
],
[
"cyberstalking",
0.4348675608634949
],
[
"harassment",
0.4151962995529175
],
[
"predators",
0.36431488394737244
],
[
"abuse",
0.35895392298698425
],
[
"predatory",
0.3434147238731384
],
[
"behavior",
0.3418422341346741
],
[
"predator",
0.3189013600349426
]
],
"3": [
[
"profanity",
0.4581272602081299
],
[
"derogatory",
0.37975403666496277
],
[
"vulgarity",
0.3786264657974243
],
[
"hate",
0.3713056147098541
],
[
"offensive",
0.36522161960601807
],
[
"words",
0.36498430371284485
],
[
"vulgar",
0.3531131148338318
],
[
"civility",
0.33844155073165894
],
[
"obscenity",
0.3357018828392029
],
[
"speech",
0.3351168930530548
]
]
},
"topics": [
1,
1,
2,
2,
1,
3,
3,
0,
2,
-1,
3,
2,
0,
-1,
0,
-1,
0,
2,
-1,
2,
3,
-1,
3,
0,
0,
0,
0,
2,
3,
1,
1,
1,
0,
3,
3,
-1,
2,
-1,
1,
0,
0,
3,
0,
0,
0,
3,
0,
1,
3,
-1,
2,
0,
-1,
3,
-1,
-1,
1,
2,
2,
-1,
3,
0,
2,
0,
2,
1,
1,
1,
-1,
0,
3,
0,
0,
-1,
2,
3,
3,
-1,
2,
0,
0,
1,
2,
-1,
2,
3,
0,
-1,
-1,
2,
-1,
0,
1,
0,
0,
0,
0,
1,
2,
2,
1,
1,
3,
1,
2,
-1,
1,
1,
0,
0,
1,
0,
1,
1,
3,
1,
0,
0,
1,
1,
1,
3,
1,
2,
0,
-1,
3,
0,
0,
0,
-1,
3,
0,
0,
1,
3,
3,
2,
-1,
1,
1,
0,
0,
0,
0,
0,
-1,
3,
0,
0,
2,
2,
2,
1,
-1,
0
],
"topic_sizes": {
"1": 32,
"2": 26,
"3": 25,
"0": 48,
"-1": 25
},
"topic_mapper": [
[
-1,
-1,
-1
],
[
0,
0,
0
],
[
1,
1,
2
],
[
2,
2,
3
],
[
3,
3,
1
]
],
"topic_labels": {
"-1": "-1_malware_malicious_viruses_ransomware",
"0": "0_phishing_fraudsters_theft_scammers",
"1": "1_addiction_cyber_screen_gaming",
"2": "2_cyberbullying_bullying_cyber_cyberstalking",
"3": "3_profanity_derogatory_vulgarity_hate"
},
"custom_labels": null,
"_outliers": 1,
"topic_aspects": {}
}