belenedgar's picture
Add BERTopic model
619188e
raw
history blame
3.19 kB
{
"topic_representations": {
"-1": [
[
"privacy",
0.4231313467025757
],
[
"cyberbullying",
0.3953208327293396
],
[
"internet",
0.3672824501991272
],
[
"cyber",
0.36037686467170715
],
[
"social",
0.331887423992157
],
[
"radicalization",
0.3179548680782318
],
[
"violence",
0.31679171323776245
],
[
"extremism",
0.3153560757637024
],
[
"media",
0.31290993094444275
],
[
"disinformation",
0.3066781163215637
]
],
"0": [
[
"phishing",
0.5041527152061462
],
[
"security",
0.4120599627494812
],
[
"theft",
0.4090537130832672
],
[
"predators",
0.3913695514202118
],
[
"privacy",
0.3799792230129242
],
[
"stalking",
0.37681424617767334
],
[
"cyber",
0.3641698360443115
],
[
"secure",
0.3563452363014221
],
[
"behavior",
0.34850403666496277
],
[
"exploitation",
0.3385932743549347
]
],
"1": [
[
"malware",
0.7207639217376709
],
[
"spyware",
0.6294646263122559
],
[
"ransomware",
0.6222240328788757
],
[
"adware",
0.5988597869873047
],
[
"viruses",
0.5783687829971313
],
[
"virus",
0.5738600492477417
],
[
"malicious",
0.5601667165756226
],
[
"security",
0.4717186689376831
],
[
"scareware",
0.4657514691352844
],
[
"phishing",
0.456556499004364
]
]
},
"topics": [
-1,
-1,
0,
0,
-1,
-1,
-1,
1,
0,
-1,
0,
1,
0,
1,
1,
1,
0,
1,
1,
0,
0,
-1,
0,
-1,
-1,
0,
1,
0,
-1,
-1,
-1,
-1,
1,
-1,
0,
0,
1,
0,
-1,
-1,
0,
0,
1,
0,
-1,
-1,
1,
0,
-1,
-1,
1,
1,
1,
-1,
1,
1,
0,
0,
0,
0,
-1,
-1,
0,
1,
0,
-1,
-1,
0,
-1,
1,
-1,
0,
-1,
-1,
-1,
0,
0,
0,
0,
0,
0,
-1,
-1,
0,
0,
-1,
0,
-1,
1,
0,
-1,
-1,
-1,
0,
1,
-1,
1
],
"topic_sizes": {
"-1": 38,
"0": 37,
"1": 22
},
"topic_mapper": [
[
-1,
-1,
-1
],
[
0,
0,
1
],
[
1,
1,
0
]
],
"topic_labels": {
"-1": "-1_privacy_cyberbullying_internet_cyber",
"0": "0_phishing_security_theft_predators",
"1": "1_malware_spyware_ransomware_adware"
},
"custom_labels": null,
"_outliers": 1,
"topic_aspects": {}
}