BERTopic_Technological / topics.json
karinegabsschon's picture
Add BERTopic model
0f171b0 verified
{
"topic_representations": {
"-1": [
[
"electric",
0.014576038951700135
],
[
"car",
0.011395266199406793
],
[
"battery",
0.010778671629901012
],
[
"cars",
0.009327689997094279
],
[
"new",
0.008762470529610234
],
[
"vehicles",
0.008666237121593309
],
[
"charging",
0.00855504033834089
],
[
"ev",
0.008280408125293334
],
[
"vehicle",
0.007133984529479664
],
[
"range",
0.006941281568647797
]
],
"0": [
[
"tesla",
0.03662035038162468
],
[
"musk",
0.02227724350331158
],
[
"company",
0.014772895365968096
],
[
"vehicle",
0.014005084907813194
],
[
"electric",
0.012095281257626064
],
[
"elon",
0.011458357060776154
],
[
"elon musk",
0.011204599672414708
],
[
"electric vehicle",
0.010643712659598107
],
[
"nasdaq",
0.010482304697212022
],
[
"rivian",
0.010386735769883792
]
],
"1": [
[
"charging",
0.035336943733891055
],
[
"ev",
0.023602683822376253
],
[
"energy",
0.016811231597317
],
[
"ev charging",
0.01558278358820884
],
[
"electric",
0.013049400120762151
],
[
"infrastructure",
0.0127593807514728
],
[
"solutions",
0.012231780138868296
],
[
"drivers",
0.009673311369008413
],
[
"chargers",
0.009315980872871235
],
[
"home",
0.009112164106136373
]
],
"2": [
[
"electric",
0.01880236435480942
],
[
"car",
0.01810078150898528
],
[
"new",
0.014519718541698413
],
[
"renault",
0.013153868424532615
],
[
"range",
0.012569481529373866
],
[
"ev",
0.01062267117104328
],
[
"cars",
0.010508791689392814
],
[
"honda",
0.00998171843187338
],
[
"battery",
0.009044698973087678
],
[
"model",
0.008152547439566412
]
],
"3": [
[
"car",
0.02144565586336199
],
[
"battery",
0.017902719964201192
],
[
"electric",
0.01540293672436188
],
[
"ev",
0.013735148030964484
],
[
"used",
0.011881375787328952
],
[
"cars",
0.011863375399229496
],
[
"percent",
0.009278687583893845
],
[
"electric car",
0.009116470383013782
],
[
"vehicle",
0.008844358259663941
],
[
"test",
0.008739218525758454
]
],
"4": [
[
"xiaomi",
0.06600665214962975
],
[
"su7",
0.028466017660320735
],
[
"yu7",
0.02588508533224403
],
[
"china",
0.02069906556161179
],
[
"electric",
0.017007130695327242
],
[
"chinese",
0.016557516444929667
],
[
"company",
0.015879411594754842
],
[
"car",
0.014964418877013488
],
[
"market",
0.014205889003463111
],
[
"year",
0.01264216329582702
]
],
"5": [
[
"byd",
0.053363585372453996
],
[
"charging",
0.03672988960860081
],
[
"minutes",
0.02411219505882976
],
[
"new",
0.019301842293030818
],
[
"fast",
0.018853809049738355
],
[
"battery",
0.01862715819952889
],
[
"electric",
0.018194083139295162
],
[
"vehicles",
0.01757202369674715
],
[
"tesla",
0.017198044419296322
],
[
"china",
0.01664527735264358
]
],
"6": [
[
"ford",
0.06673146271177585
],
[
"electric",
0.02025551845947595
],
[
"vehicles",
0.017535972272130277
],
[
"vehicle",
0.017314474796054427
],
[
"farley",
0.017287381088906373
],
[
"new",
0.01688729955910327
],
[
"platform",
0.016887155163674266
],
[
"assembly",
0.015789387244561096
],
[
"company",
0.015538080021591223
],
[
"said",
0.012869416299137296
]
],
"7": [
[
"charging",
0.029167037435589595
],
[
"electricity",
0.018897643486547717
],
[
"car",
0.01817006746811691
],
[
"cars",
0.015439701009520981
],
[
"energy",
0.012727531077248824
],
[
"storage",
0.012260400039601455
],
[
"mobility",
0.011431554879106767
],
[
"used",
0.011381608383396516
],
[
"electric",
0.010775295304084411
],
[
"grid",
0.010174103741269343
]
],
"8": [
[
"id",
0.07953672100734689
],
[
"volkswagen",
0.051005956952546366
],
[
"vw",
0.03912469870958462
],
[
"every1",
0.03776808713752585
],
[
"id every1",
0.03384388623142073
],
[
"car",
0.02159329842530923
],
[
"electric",
0.020761022613212287
],
[
"new",
0.018528312108941715
],
[
"gti",
0.01675523940756159
],
[
"model",
0.01645738200699612
]
],
"9": [
[
"record",
0.045312673704955404
],
[
"car",
0.02159938384027723
],
[
"world",
0.020427656901511534
],
[
"u9",
0.020212419163975554
],
[
"kilometers",
0.02010198591346222
],
[
"speed",
0.018317182370973555
],
[
"track",
0.01825274717778636
],
[
"amg",
0.01776501990536184
],
[
"lucid",
0.017719685858303868
],
[
"electric",
0.017599045319097006
]
],
"10": [
[
"mercedes",
0.056923862089327065
],
[
"cla",
0.049838731985511656
],
[
"new",
0.02625213195972153
],
[
"range",
0.018010032057917444
],
[
"electric",
0.014790382492370817
],
[
"mercedes benz",
0.014767838284543111
],
[
"benz",
0.014687314960260968
],
[
"class",
0.013831565221372298
],
[
"car",
0.01373055322362589
],
[
"new cla",
0.013555025181955647
]
],
"11": [
[
"kia",
0.06302507436552326
],
[
"ev4",
0.022275445389362433
],
[
"production",
0.018210414310842957
],
[
"ev3",
0.0181132503469582
],
[
"hyundai",
0.017638739412319124
],
[
"ev2",
0.017064631684953906
],
[
"electric",
0.016631994162661277
],
[
"ev",
0.015785636386475684
],
[
"year",
0.014673228989277825
],
[
"slovakia",
0.014592407607583204
]
],
"12": [
[
"leapmotor",
0.044993304018624204
],
[
"ferrari",
0.02856410972861673
],
[
"electric",
0.022120697352377903
],
[
"c10",
0.019300177960627597
],
[
"car",
0.01634000643508549
],
[
"stellantis",
0.013953157344326245
],
[
"fiat",
0.012065980850487167
],
[
"t03",
0.011973505602540863
],
[
"uk",
0.011583831134507238
],
[
"new",
0.011179376636767324
]
],
"13": [
[
"slate",
0.06117558824026857
],
[
"truck",
0.039253784590892876
],
[
"pickup",
0.02768409531668486
],
[
"bezos",
0.02613647736773591
],
[
"slate auto",
0.022934162624577627
],
[
"jeff",
0.021249835325625875
],
[
"jeff bezos",
0.02076053661360716
],
[
"amazon",
0.020642290052260266
],
[
"000",
0.02050459792962429
],
[
"auto",
0.01921243074276657
]
],
"14": [
[
"vinfast",
0.08063150128605845
],
[
"vf",
0.040258329326057364
],
[
"electric",
0.018435892491336155
],
[
"vietnam",
0.01764372519135721
],
[
"vietnamese",
0.015624266810541904
],
[
"vehicle",
0.013483990696679556
],
[
"vehicles",
0.011979373903323674
],
[
"electric vehicle",
0.01188706076433052
],
[
"models",
0.01134146527105815
],
[
"ev",
0.011102914647689246
]
],
"15": [
[
"byd",
0.06280512288181926
],
[
"tesla",
0.018603739066185197
],
[
"electric",
0.018216262429565668
],
[
"chinese",
0.018059258612409753
],
[
"cars",
0.017423272573328943
],
[
"market",
0.01533336187503796
],
[
"sales",
0.014433996079729505
],
[
"car",
0.014337909238633796
],
[
"vehicles",
0.012726010655198664
],
[
"manufacturer",
0.012525277634914612
]
],
"16": [
[
"charging",
0.029625910852080915
],
[
"stations",
0.027541378109732575
],
[
"charging stations",
0.022907134425167088
],
[
"terminals",
0.019680950315700423
],
[
"electric",
0.018109130997639666
],
[
"points",
0.01806501981232852
],
[
"car",
0.015702522776508767
],
[
"charging points",
0.013076799762859128
],
[
"vehicles",
0.012463162902447887
],
[
"city",
0.0117937986708356
]
],
"17": [
[
"mg",
0.07368228453030584
],
[
"ev",
0.02387318246703904
],
[
"s5",
0.021922459904611488
],
[
"mg4",
0.01980093152674586
],
[
"cyberster",
0.017049759797138336
],
[
"range",
0.016747258258478906
],
[
"s5 ev",
0.015112066650692708
],
[
"suv",
0.014999124753372428
],
[
"new",
0.014806904651222084
],
[
"im",
0.01379393163520304
]
],
"18": [
[
"xpeng",
0.08478329663011012
],
[
"p7",
0.018166394667451815
],
[
"ai",
0.017839060722279282
],
[
"chinese",
0.017784647606898914
],
[
"g6",
0.015576145520023593
],
[
"electric",
0.01494079013069524
],
[
"year",
0.013465138391694526
],
[
"2025",
0.012892856644889745
],
[
"vehicles",
0.012652751003486045
],
[
"company",
0.012128490194383664
]
],
"19": [
[
"foxconn",
0.07948888728726206
],
[
"mitsubishi",
0.058983258608289256
],
[
"taiwan",
0.022891056040044065
],
[
"nissan",
0.021087680143207894
],
[
"foxtron",
0.019664684179704163
],
[
"mitsubishi motors",
0.018770576117453756
],
[
"japanese",
0.01871608220380929
],
[
"automotive",
0.018685046853910214
],
[
"electric",
0.01781619709152263
],
[
"ev",
0.016987961174540045
]
],
"20": [
[
"audi",
0.08420097513218036
],
[
"tt",
0.023358841975831244
],
[
"rs6",
0.021750690405415198
],
[
"d\u00f6llner",
0.021750690405415198
],
[
"car",
0.019699547988038395
],
[
"electric",
0.01460567580620041
],
[
"new",
0.014319105871350693
],
[
"combustion",
0.012514792340637666
],
[
"tron",
0.012496216781435955
],
[
"siemens",
0.011747884032710756
]
],
"21": [
[
"bmw",
0.06114143838231689
],
[
"neue",
0.025386799452864612
],
[
"klasse",
0.025386799452864612
],
[
"neue klasse",
0.025386799452864612
],
[
"ix3",
0.023409365284010143
],
[
"sound",
0.023166404572869535
],
[
"opel",
0.02176695236717249
],
[
"new",
0.01873234469094574
],
[
"electric",
0.015201632644392763
],
[
"ix",
0.013636421014880797
]
],
"22": [
[
"skoda",
0.0748929002685164
],
[
"elroq",
0.043490585405234844
],
[
"enyaq",
0.025087834686356683
],
[
"car",
0.022117154843080706
],
[
"octavia",
0.021769529920553466
],
[
"concept",
0.019716172717999404
],
[
"electric",
0.01831125902864307
],
[
"koda",
0.017618069947188276
],
[
"rs",
0.016045811022521717
],
[
"favorit",
0.01555750749166699
]
]
},
"topics": [
1,
14,
3,
2,
1,
1,
3,
1,
3,
3,
-1,
1,
12,
2,
1,
0,
2,
0,
-1,
17,
2,
2,
1,
0,
1,
0,
2,
8,
-1,
19,
1,
1,
-1,
-1,
17,
-1,
-1,
3,
1,
13,
-1,
1,
3,
13,
1,
2,
-1,
-1,
3,
3,
2,
0,
13,
3,
22,
-1,
12,
3,
-1,
10,
17,
-1,
3,
2,
3,
1,
11,
13,
17,
2,
-1,
2,
-1,
10,
1,
1,
1,
-1,
21,
22,
-1,
-1,
22,
-1,
-1,
0,
-1,
2,
1,
-1,
2,
1,
1,
1,
1,
3,
1,
2,
1,
1,
1,
15,
0,
1,
3,
-1,
0,
2,
1,
3,
1,
0,
15,
3,
2,
17,
1,
2,
17,
1,
2,
17,
-1,
1,
15,
-1,
-1,
0,
1,
12,
-1,
5,
-1,
2,
5,
-1,
12,
2,
-1,
2,
3,
5,
5,
5,
5,
5,
0,
2,
1,
5,
3,
10,
20,
2,
10,
2,
10,
11,
-1,
-1,
1,
1,
1,
0,
11,
0,
8,
-1,
1,
8,
8,
-1,
1,
11,
10,
1,
0,
-1,
2,
1,
-1,
-1,
7,
7,
-1,
7,
15,
12,
4,
7,
-1,
4,
15,
7,
0,
7,
-1,
14,
7,
-1,
-1,
7,
-1,
1,
-1,
4,
4,
7,
5,
5,
-1,
4,
3,
5,
7,
5,
8,
18,
2,
-1,
12,
14,
-1,
7,
-1,
-1,
19,
0,
0,
4,
0,
4,
0,
0,
0,
13,
-1,
0,
-1,
-1,
0,
0,
6,
0,
13,
-1,
5,
13,
15,
15,
4,
5,
5,
-1,
2,
-1,
0,
4,
18,
0,
19,
6,
-1,
4,
0,
0,
0,
5,
0,
8,
-1,
0,
-1,
0,
0,
0,
0,
13,
0,
0,
13,
0,
13,
13,
12,
-1,
5,
13,
1,
-1,
19,
6,
0,
5,
5,
5,
0,
8,
0,
0,
-1,
14,
0,
-1,
1,
-1,
0,
0,
14,
0,
0,
16,
-1,
18,
13,
1,
0,
19,
0,
0,
0,
0,
6,
4,
-1,
14,
0,
-1,
-1,
-1,
-1,
5,
15,
16,
16,
18,
13,
0,
20,
1,
15,
1,
4,
14,
1,
14,
15,
0,
2,
19,
0,
1,
5,
-1,
-1,
0,
0,
5,
-1,
4,
18,
5,
5,
-1,
5,
0,
16,
8,
14,
8,
0,
0,
-1,
3,
1,
20,
-1,
1,
-1,
16,
22,
1,
-1,
19,
2,
18,
4,
4,
12,
19,
4,
20,
-1,
-1,
18,
4,
4,
12,
4,
0,
1,
-1,
-1,
-1,
2,
1,
-1,
-1,
2,
2,
4,
-1,
-1,
4,
1,
0,
2,
2,
21,
1,
-1,
-1,
0,
21,
8,
-1,
18,
13,
1,
13,
8,
-1,
11,
18,
5,
1,
-1,
2,
2,
1,
10,
1,
1,
-1,
-1,
19,
0,
2,
-1,
19,
-1,
-1,
12,
-1,
0,
18,
-1,
8,
-1,
12,
2,
1,
17,
1,
6,
6,
13,
-1,
12,
2,
-1,
2,
20,
18,
-1,
2,
4,
12,
4,
13,
15,
2,
2,
1,
21,
1,
1,
13,
-1,
-1,
2,
0,
1,
1,
13,
-1,
8,
-1,
1,
-1,
10,
-1,
2,
22,
6,
-1,
-1,
-1,
-1,
-1,
21,
-1,
1,
2,
0,
2,
1,
-1,
1,
-1,
0,
-1,
1,
-1,
-1,
10,
-1,
10,
8,
8,
2,
1,
11,
17,
17,
2,
4,
19,
0,
4,
2,
-1,
5,
3,
-1,
-1,
17,
2,
-1,
21,
4,
20,
4,
5,
0,
5,
1,
5,
1,
1,
-1,
5,
18,
21,
20,
19,
-1,
1,
8,
21,
10,
22,
-1,
1,
4,
5,
-1,
5,
1,
3,
-1,
5,
10,
22,
10,
1,
5,
5,
5,
2,
5,
2,
12,
-1,
1,
19,
-1,
-1,
0,
2,
0,
1,
3,
-1,
2,
10,
12,
9,
5,
11,
17,
-1,
8,
8,
1,
8,
-1,
21,
-1,
15,
8,
11,
4,
0,
0,
3,
19,
-1,
-1,
3,
0,
-1,
7,
-1,
-1,
7,
-1,
-1,
3,
17,
7,
14,
7,
7,
3,
0,
3,
19,
22,
2,
2,
3,
-1,
13,
3,
7,
8,
10,
8,
7,
-1,
15,
13,
-1,
-1,
-1,
14,
3,
-1,
4,
0,
2,
10,
4,
21,
11,
-1,
-1,
2,
0,
-1,
-1,
-1,
-1,
0,
-1,
7,
-1,
3,
-1,
12,
7,
-1,
17,
7,
0,
4,
4,
4,
6,
2,
2,
6,
15,
2,
7,
20,
15,
-1,
3,
-1,
20,
20,
-1,
-1,
-1,
10,
5,
5,
5,
5,
5,
7,
10,
10,
-1,
3,
0,
8,
-1,
10,
8,
8,
8,
8,
12,
7,
15,
10,
-1,
4,
-1,
-1,
6,
-1,
-1,
-1,
-1,
-1,
2,
13,
5,
-1,
-1,
-1,
-1,
9,
-1,
5,
2,
-1,
8,
11,
12,
5,
4,
16,
2,
-1,
2,
-1,
5,
12,
15,
5,
16,
16,
15,
-1,
2,
2,
5,
16,
5,
16,
9,
16,
16,
9,
0,
-1,
6,
14,
1,
11,
-1,
18,
8,
4,
12,
21,
19,
2,
4,
21,
6,
11,
2,
-1,
1,
19,
0,
1,
1,
-1,
1,
2,
-1,
1,
19,
15,
-1,
2,
-1,
22,
-1,
-1,
0,
12,
12,
2,
11,
0,
-1,
3,
13,
0,
1,
20,
1,
1,
2,
2,
3,
1,
-1,
-1,
3,
0,
0,
0,
4,
-1,
5,
-1,
-1,
5,
1,
1,
20,
1,
1,
11,
-1,
5,
1,
11,
20,
2,
-1,
4,
-1,
21,
22,
5,
1,
0,
0,
0,
-1,
1,
2,
1,
2,
-1,
-1,
-1,
-1,
-1,
18,
-1,
3,
0,
17,
-1,
2,
-1,
0,
3,
-1,
-1,
-1,
-1,
0,
-1,
-1,
7,
-1,
17,
-1,
3,
-1,
-1,
12,
2,
3,
-1,
0,
-1,
3,
6,
1,
0,
2,
7,
20,
3,
0,
-1,
5,
0,
0,
0,
12,
0,
22,
0,
0,
16,
6,
-1,
12,
0,
0,
-1,
2,
14,
1,
16,
16,
-1,
9,
1,
-1,
1,
3,
1,
9,
1,
-1,
9,
9,
2,
18,
-1,
1,
4,
1,
1,
9,
-1,
9,
9,
4,
4,
9,
15,
2,
11,
-1,
0,
4,
3,
-1,
11,
-1,
3,
11,
-1,
-1,
-1,
-1,
3,
4,
2,
4,
6,
17,
17,
10,
1,
3,
6,
1,
-1,
4,
1,
1,
2,
0,
1,
0,
-1,
1,
-1,
3,
6,
6,
-1,
14,
10,
2,
15,
0,
-1,
3,
2,
2,
4,
1,
6,
9,
9,
6,
-1,
20,
6,
1,
-1,
2,
6,
11,
1,
0,
6,
6,
6,
10,
3,
-1,
14,
1,
10,
10,
5,
3,
3,
5,
-1,
1,
2,
-1,
11,
4,
6,
-1,
2,
-1,
6,
1,
2,
13,
-1,
1,
17,
1,
12,
2,
4,
4,
0,
2,
7,
0,
4,
0,
4,
11,
12,
11,
3,
10,
1,
2,
14,
-1,
21,
11,
22,
1,
1,
22,
13,
1,
-1,
0,
1,
17,
-1,
2,
1,
1,
2,
1,
2,
-1,
2,
-1,
3,
-1,
1,
17,
-1,
10,
0,
-1,
2,
10,
3,
1,
15,
-1,
10,
15,
1,
-1,
1,
12,
2,
1,
0,
2,
-1,
1,
-1,
3,
-1,
11,
2,
1,
3,
14,
1,
2,
-1,
17,
14,
-1,
2,
10,
9,
-1,
2,
1,
9,
-1,
1,
10,
2,
-1,
3,
3,
3,
-1,
1,
0,
1,
9,
-1,
0,
-1,
-1,
11,
2,
-1,
11,
-1,
2,
-1,
1,
21,
1,
1,
-1,
-1,
4,
19,
1,
4,
4,
3,
-1,
1,
2,
11,
-1,
3,
12,
11,
1,
-1,
-1,
1,
2,
3,
8,
22,
14,
-1,
1,
14,
1,
14,
-1,
9,
-1,
9,
9,
9,
3,
9,
8,
3,
22,
-1,
9,
22,
-1,
-1,
-1,
3,
7,
1,
-1,
7,
1,
7,
18,
3,
11,
12,
-1,
-1,
-1,
2,
7,
6,
7,
8,
3,
-1,
7,
1,
4,
-1,
3,
-1,
7,
7,
0,
-1,
7,
7,
7,
-1,
21,
2,
-1,
0,
7,
-1,
18,
-1,
-1,
20,
2,
8,
-1,
-1,
2,
-1,
18,
0,
-1,
9,
2,
-1,
13,
20,
9,
9,
9,
10,
17,
9,
-1,
-1,
7,
0,
9,
-1,
-1,
0,
11,
0,
0,
0,
4,
0,
6,
0,
4,
4,
4,
0,
6,
6,
6,
-1,
9,
0,
0,
0,
3,
6,
-1,
0,
0,
0,
-1,
0,
20,
0,
0,
0,
4,
0,
0,
2,
0,
18,
0,
3,
3,
4,
-1,
-1,
15,
0,
0,
0,
0,
8,
4,
0,
6,
0,
0,
0,
-1,
6,
0,
0,
0,
0,
0,
0,
0,
0,
2,
1,
-1,
16,
1,
16,
16,
16,
-1,
9,
-1,
0,
-1,
0,
0,
11,
11,
-1,
0,
-1,
18,
6,
0,
4,
0,
16,
14,
-1,
6,
14,
6,
6,
0,
2,
1,
0,
0,
-1,
-1,
16,
-1,
6,
2,
14,
9,
0,
-1,
16,
0,
20,
0,
0,
1,
2,
-1,
16,
16,
14,
2,
4,
0,
-1,
0,
0,
18,
14,
15,
9,
-1,
1,
0,
18,
1,
-1,
-1,
15
],
"topic_sizes": {
"1": 163,
"14": 26,
"3": 73,
"2": 123,
"-1": 332,
"12": 30,
"0": 179,
"17": 23,
"8": 34,
"19": 19,
"13": 27,
"22": 16,
"10": 33,
"11": 32,
"21": 16,
"15": 26,
"5": 59,
"20": 19,
"7": 40,
"4": 66,
"18": 22,
"6": 40,
"16": 24,
"9": 33
},
"topic_mapper": [
[
-1,
-1,
-1
],
[
0,
0,
14
],
[
1,
1,
13
],
[
2,
2,
9
],
[
3,
3,
19
],
[
4,
4,
0
],
[
5,
5,
10
],
[
6,
6,
22
],
[
7,
7,
8
],
[
8,
8,
18
],
[
9,
9,
4
],
[
10,
10,
20
],
[
11,
11,
21
],
[
12,
12,
17
],
[
13,
13,
15
],
[
14,
14,
5
],
[
15,
15,
6
],
[
16,
16,
12
],
[
17,
17,
1
],
[
18,
18,
11
],
[
19,
19,
2
],
[
20,
20,
3
],
[
21,
21,
16
],
[
22,
22,
7
]
],
"topic_labels": {
"-1": "-1_electric_car_battery_cars",
"0": "0_tesla_musk_company_vehicle",
"1": "1_charging_ev_energy_ev charging",
"2": "2_electric_car_new_renault",
"3": "3_car_battery_electric_ev",
"4": "4_xiaomi_su7_yu7_china",
"5": "5_byd_charging_minutes_new",
"6": "6_ford_electric_vehicles_vehicle",
"7": "7_charging_electricity_car_cars",
"8": "8_id_volkswagen_vw_every1",
"9": "9_record_car_world_u9",
"10": "10_mercedes_cla_new_range",
"11": "11_kia_ev4_production_ev3",
"12": "12_leapmotor_ferrari_electric_c10",
"13": "13_slate_truck_pickup_bezos",
"14": "14_vinfast_vf_electric_vietnam",
"15": "15_byd_tesla_electric_chinese",
"16": "16_charging_stations_charging stations_terminals",
"17": "17_mg_ev_s5_mg4",
"18": "18_xpeng_p7_ai_chinese",
"19": "19_foxconn_mitsubishi_taiwan_nissan",
"20": "20_audi_tt_rs6_d\u00f6llner",
"21": "21_bmw_neue_klasse_neue klasse",
"22": "22_skoda_elroq_enyaq_car"
},
"custom_labels": null,
"_outliers": 1,
"topic_aspects": {
"KeyBERT": {
"-1": [
[
"electric cars",
0.6212950944900513
],
[
"electric vehicles",
0.599073588848114
],
[
"electric car",
0.5905627012252808
],
[
"electric vehicle",
0.565089225769043
],
[
"tesla",
0.4792870283126831
],
[
"ev",
0.4084600508213043
],
[
"electric",
0.35782745480537415
],
[
"cars",
0.3349911868572235
],
[
"ford",
0.3273322582244873
],
[
"evs",
0.3192603886127472
]
],
"0": [
[
"tesla",
0.5623573660850525
],
[
"tesla nasdaq",
0.5475630164146423
],
[
"elon musk",
0.468994140625
],
[
"musk said",
0.4330623745918274
],
[
"musk",
0.3896664083003998
],
[
"electric vehicles",
0.3789515793323517
],
[
"robotaxi",
0.37867191433906555
],
[
"electric vehicle",
0.3682357370853424
],
[
"uber",
0.3392796516418457
],
[
"ceo",
0.33771321177482605
]
],
"1": [
[
"ev charging",
0.6454065442085266
],
[
"charging infrastructure",
0.6113467812538147
],
[
"electric vehicle",
0.5748327970504761
],
[
"electric vehicles",
0.5690985321998596
],
[
"vehicle ev",
0.5601560473442078
],
[
"charging solutions",
0.5087891221046448
],
[
"ev",
0.4989367723464966
],
[
"ev drivers",
0.47913289070129395
],
[
"evs",
0.4711085259914398
],
[
"charging network",
0.46808281540870667
]
],
"2": [
[
"electric car",
0.5126571655273438
],
[
"electric cars",
0.49430030584335327
],
[
"ev",
0.4783220589160919
],
[
"electric vehicles",
0.4710979461669922
],
[
"renault",
0.44517382979393005
],
[
"new electric",
0.40077468752861023
],
[
"evs",
0.39493444561958313
],
[
"hyundai inster",
0.38774770498275757
],
[
"r5",
0.38471731543540955
],
[
"honda",
0.37152230739593506
]
],
"3": [
[
"electric vehicles",
0.6314916610717773
],
[
"electric car",
0.6284213066101074
],
[
"electric cars",
0.6180528402328491
],
[
"electric vehicle",
0.6151111125946045
],
[
"ev",
0.4808422327041626
],
[
"used ev",
0.45833614468574524
],
[
"automotive",
0.4050815999507904
],
[
"evs",
0.39332568645477295
],
[
"vehicles",
0.38164541125297546
],
[
"car",
0.3794267177581787
]
],
"4": [
[
"xiaomi electric",
0.6777617335319519
],
[
"xiaomi yu7",
0.652845561504364
],
[
"xiaomi su7",
0.625089704990387
],
[
"xiaomi",
0.5947074890136719
],
[
"china xiaomi",
0.5755310654640198
],
[
"electric car",
0.4080725908279419
],
[
"electric cars",
0.4028145968914032
],
[
"electric vehicles",
0.4025193750858307
],
[
"yu7 electric",
0.39473429322242737
],
[
"electric vehicle",
0.39183560013771057
]
],
"5": [
[
"fast charging",
0.48235782980918884
],
[
"electric cars",
0.4656508266925812
],
[
"tesla superchargers",
0.45388129353523254
],
[
"electric vehicles",
0.4535258710384369
],
[
"charging times",
0.45171308517456055
],
[
"flash charging",
0.43890395760536194
],
[
"electric vehicle",
0.4343181252479553
],
[
"electric car",
0.43397822976112366
],
[
"charging time",
0.42735227942466736
],
[
"flash chargers",
0.4225229322910309
]
],
"6": [
[
"ford ceo",
0.5388386249542236
],
[
"ford",
0.4811987280845642
],
[
"ford motor",
0.47944551706314087
],
[
"tesla",
0.47136732935905457
],
[
"electric vehicles",
0.46955063939094543
],
[
"electric vehicle",
0.46651020646095276
],
[
"ev",
0.3883880078792572
],
[
"automaker",
0.38651522994041443
],
[
"ev platform",
0.37511634826660156
],
[
"new electric",
0.3472876250743866
]
],
"7": [
[
"electric car",
0.5776602029800415
],
[
"electric cars",
0.5641416907310486
],
[
"electric mobility",
0.54180908203125
],
[
"charging stations",
0.4487869143486023
],
[
"charging station",
0.43555188179016113
],
[
"charging processes",
0.42501652240753174
],
[
"car program",
0.4212277829647064
],
[
"car sharing",
0.4161269962787628
],
[
"bidirectional charging",
0.40640947222709656
],
[
"charging points",
0.40022364258766174
]
],
"8": [
[
"volkswagen id",
0.6196916699409485
],
[
"vw id",
0.548871636390686
],
[
"volkswagen",
0.5360172390937805
],
[
"concept car",
0.4710440933704376
],
[
"vw",
0.46255210041999817
],
[
"electric car",
0.4578265845775604
],
[
"volkswagen group",
0.4546709954738617
],
[
"electric vehicle",
0.4326663613319397
],
[
"ev",
0.42219266295433044
],
[
"new model",
0.3598186671733856
]
],
"9": [
[
"fastest electric",
0.5655648708343506
],
[
"electric car",
0.5485088229179382
],
[
"electric cars",
0.526581883430481
],
[
"speed record",
0.4552614390850067
],
[
"mercedes amg",
0.39763668179512024
],
[
"u9 track",
0.3968643546104431
],
[
"record electric",
0.37938761711120605
],
[
"mercedes benz",
0.3713982105255127
],
[
"fastest",
0.35778963565826416
],
[
"speed",
0.35570263862609863
]
],
"10": [
[
"cla mercedes",
0.5937961339950562
],
[
"mercedes cla",
0.5760024189949036
],
[
"cla ev",
0.5630797743797302
],
[
"new mercedes",
0.5245189666748047
],
[
"mercedes new",
0.4978606700897217
],
[
"cla 250",
0.47846660017967224
],
[
"electric cars",
0.46996408700942993
],
[
"mercedes benz",
0.45731526613235474
],
[
"mercedes",
0.434307336807251
],
[
"new cla",
0.4330461919307709
]
],
"11": [
[
"kia ev4",
0.7206931114196777
],
[
"kia ev3",
0.7050707340240479
],
[
"kia ev9",
0.6821197867393494
],
[
"kia slovakia",
0.5979745984077454
],
[
"kia",
0.5867494940757751
],
[
"electric car",
0.5191313028335571
],
[
"ev",
0.5144777297973633
],
[
"ev4",
0.5081532001495361
],
[
"ev6 ev9",
0.5032441020011902
],
[
"ev6",
0.4882358908653259
]
],
"12": [
[
"leapmotor uk",
0.6837651133537292
],
[
"leapmotor c10",
0.6255603432655334
],
[
"leapmotor",
0.5907019376754761
],
[
"leapmotor t03",
0.5833388566970825
],
[
"electric vehicles",
0.5097238421440125
],
[
"electric cars",
0.5027943849563599
],
[
"electric car",
0.4972500205039978
],
[
"electric vehicle",
0.4949800968170166
],
[
"ev",
0.3760879933834076
],
[
"city car",
0.374778151512146
]
],
"13": [
[
"slate truck",
0.5265824794769287
],
[
"electric vehicle",
0.5121463537216187
],
[
"tesla",
0.472783625125885
],
[
"slate auto",
0.4536688029766083
],
[
"ev pickup",
0.44913986325263977
],
[
"bezos",
0.40795210003852844
],
[
"electric pickup",
0.38028037548065186
],
[
"launch slate",
0.37990641593933105
],
[
"jeff bezos",
0.37899190187454224
],
[
"new electric",
0.35873231291770935
]
],
"14": [
[
"electric vehicles",
0.5186905264854431
],
[
"vinfast vf",
0.5040105581283569
],
[
"manufacturer vinfast",
0.4925588071346283
],
[
"electric vehicle",
0.4889141619205475
],
[
"ev manufacturing",
0.46046873927116394
],
[
"vinfast",
0.45209190249443054
],
[
"ev",
0.42864567041397095
],
[
"vingroup",
0.4126962721347809
],
[
"car manufacturer",
0.3779728412628174
],
[
"vehicles",
0.3678602874279022
]
],
"15": [
[
"byd shenzhen",
0.5195329785346985
],
[
"electric cars",
0.5157445669174194
],
[
"electric car",
0.48318183422088623
],
[
"electric vehicles",
0.4758354425430298
],
[
"chinese electric",
0.46233564615249634
],
[
"electric vehicle",
0.44800570607185364
],
[
"manufacturer byd",
0.44345489144325256
],
[
"vehicles byd",
0.4366177022457123
],
[
"tesla",
0.4298633337020874
],
[
"rival tesla",
0.42387181520462036
]
],
"16": [
[
"charging stations",
0.562811017036438
],
[
"charging points",
0.5197131037712097
],
[
"electric vehicles",
0.5181486010551453
],
[
"charging station",
0.5154309272766113
],
[
"electric cars",
0.5150469541549683
],
[
"electric car",
0.5135271549224854
],
[
"electric charging",
0.5102392435073853
],
[
"electricity",
0.40922799706459045
],
[
"charging",
0.395321786403656
],
[
"charge",
0.38560035824775696
]
],
"17": [
[
"mgs5 ev",
0.7510426044464111
],
[
"s5 ev",
0.6436070203781128
],
[
"mg s5",
0.593823254108429
],
[
"mgs5",
0.5526801943778992
],
[
"mg motor",
0.5307830572128296
],
[
"mg4",
0.4894872009754181
],
[
"kia ev3",
0.48900094628334045
],
[
"ev",
0.47508108615875244
],
[
"new mg",
0.46737995743751526
],
[
"mgs",
0.4605330228805542
]
],
"18": [
[
"xpeng p7",
0.6183807253837585
],
[
"xpeng x9",
0.6075748801231384
],
[
"xpeng",
0.6061245799064636
],
[
"china xpeng",
0.5838197469711304
],
[
"2025 xpeng",
0.5585731267929077
],
[
"xpev",
0.539779007434845
],
[
"xpeng delivered",
0.527279794216156
],
[
"electric vehicle",
0.5163022875785828
],
[
"electric vehicles",
0.5150385499000549
],
[
"nyse xpev",
0.48008427023887634
]
],
"19": [
[
"taiwan foxconn",
0.5294288992881775
],
[
"foxconn technology",
0.5008770823478699
],
[
"electric vehicles",
0.44648051261901855
],
[
"automakers",
0.43771958351135254
],
[
"foxconn",
0.43501654267311096
],
[
"electric vehicle",
0.42608487606048584
],
[
"nasdaq nvda",
0.42403215169906616
],
[
"nissan",
0.4231448173522949
],
[
"automaker",
0.395523339509964
],
[
"mitsubishi motors",
0.38956978917121887
]
],
"20": [
[
"new audi",
0.5870541930198669
],
[
"audi rs6",
0.582557737827301
],
[
"audi e5",
0.5541355609893799
],
[
"audi tt",
0.5386728048324585
],
[
"audi",
0.5162210464477539
],
[
"engined rs6",
0.5117800235748291
],
[
"audi sport",
0.5069855451583862
],
[
"electric car",
0.4540286362171173
],
[
"bmw",
0.4213382303714752
],
[
"hybrid",
0.413894921541214
]
],
"21": [
[
"new bmw",
0.6657307744026184
],
[
"bmw",
0.6201761960983276
],
[
"bmw says",
0.5959818363189697
],
[
"bmw ix3",
0.5954532623291016
],
[
"bmw group",
0.5207300186157227
],
[
"electric car",
0.4770219624042511
],
[
"ev",
0.4343559741973877
],
[
"diesel engines",
0.4048130214214325
],
[
"diesel",
0.39849135279655457
],
[
"evs",
0.3875487148761749
]
],
"22": [
[
"skoda elroq",
0.577809751033783
],
[
"electric car",
0.5715296268463135
],
[
"ev",
0.5450204014778137
],
[
"electric octavia",
0.526914656162262
],
[
"concept car",
0.4754692316055298
],
[
"evs",
0.46417099237442017
],
[
"version electric",
0.4466477036476135
],
[
"skoda favorit",
0.42556628584861755
],
[
"skoda",
0.415762335062027
],
[
"skoda enyaq",
0.40832218527793884
]
]
},
"MMR": {
"-1": [
[
"charging",
0.00855504033834089
],
[
"ev",
0.008280408125293334
],
[
"chinese",
0.006730050993716093
],
[
"models",
0.005417529453191194
],
[
"batteries",
0.004974452861897562
],
[
"brand",
0.00482586537122598
],
[
"electric car",
0.004815758265959278
],
[
"electric cars",
0.004767137306026152
],
[
"electric vehicles",
0.004750294124339869
],
[
"byd",
0.004613099808434749
]
],
"0": [
[
"tesla",
0.03662035038162468
],
[
"elon musk",
0.011204599672414708
],
[
"electric vehicle",
0.010643712659598107
],
[
"nasdaq",
0.010482304697212022
],
[
"rivian",
0.010386735769883792
],
[
"vehicles",
0.009490929724033249
],
[
"robotaxi",
0.009138521352665518
],
[
"autonomous",
0.008893510349927919
],
[
"uber",
0.007232529359216503
],
[
"future",
0.007006817352725598
]
],
"1": [
[
"charging",
0.035336943733891055
],
[
"ev",
0.023602683822376253
],
[
"ev charging",
0.01558278358820884
],
[
"drivers",
0.009673311369008413
],
[
"chargers",
0.009315980872871235
],
[
"charger",
0.008740024621793113
],
[
"service",
0.008036326590423862
],
[
"charging infrastructure",
0.007157201984893223
],
[
"electric vehicle",
0.00702384538569272
],
[
"charging solutions",
0.005942342354012991
]
],
"2": [
[
"electric",
0.01880236435480942
],
[
"car",
0.01810078150898528
],
[
"renault",
0.013153868424532615
],
[
"ev",
0.01062267117104328
],
[
"honda",
0.00998171843187338
],
[
"battery",
0.009044698973087678
],
[
"nissan",
0.007919507492270854
],
[
"electric car",
0.00717082501399065
],
[
"price",
0.007149599829792342
],
[
"electric cars",
0.006853412048551712
]
],
"3": [
[
"ev",
0.013735148030964484
],
[
"percent",
0.009278687583893845
],
[
"electric car",
0.009116470383013782
],
[
"test",
0.008739218525758454
],
[
"evs",
0.00847807897879201
],
[
"vehicles",
0.008024427767353523
],
[
"charging",
0.007427313323097611
],
[
"driving",
0.006516668472511112
],
[
"electric cars",
0.005706062979897771
],
[
"voltage",
0.005665658042308795
]
],
"4": [
[
"xiaomi",
0.06600665214962975
],
[
"cars",
0.010635218067872555
],
[
"electric car",
0.009051680760771218
],
[
"sales",
0.007914428000037265
],
[
"china xiaomi",
0.007900618074399736
],
[
"xiaomi yu7",
0.007865773517521256
],
[
"yuan",
0.007862678384907094
],
[
"xiaomi su7",
0.007296297296339384
],
[
"2027",
0.007293167509179654
],
[
"billion",
0.007245356472110303
]
],
"5": [
[
"byd",
0.053363585372453996
],
[
"battery",
0.01862715819952889
],
[
"tesla",
0.017198044419296322
],
[
"charge",
0.0154179607896786
],
[
"chinese",
0.015310919103564585
],
[
"han",
0.013325732824620627
],
[
"fast charging",
0.01260782262313575
],
[
"electric vehicles",
0.011416151844920907
],
[
"stations",
0.01109077509134122
],
[
"wang chuanfu",
0.010897345556526834
]
],
"6": [
[
"ford",
0.06673146271177585
],
[
"vehicle",
0.017314474796054427
],
[
"ev",
0.01231894241442992
],
[
"electric vehicle",
0.012126020869188719
],
[
"electric vehicles",
0.012118317444743343
],
[
"battery",
0.011090881374045484
],
[
"louisville",
0.010262544871043033
],
[
"truck",
0.010088432430592506
],
[
"patent",
0.009669606963862445
],
[
"jim farley",
0.009275613196226322
]
],
"7": [
[
"charging",
0.029167037435589595
],
[
"electricity",
0.018897643486547717
],
[
"cars",
0.015439701009520981
],
[
"mobility",
0.011431554879106767
],
[
"provider",
0.009288687655564528
],
[
"charging stations",
0.009183470342641933
],
[
"curb",
0.007746638497592589
],
[
"austria",
0.007524267563674847
],
[
"power grid",
0.007458926471280955
],
[
"bidirectional charging",
0.006946606498051079
]
],
"8": [
[
"volkswagen",
0.051005956952546366
],
[
"vw",
0.03912469870958462
],
[
"id every1",
0.03384388623142073
],
[
"gti",
0.01675523940756159
],
[
"model",
0.01645738200699612
],
[
"volkswagen id",
0.013846302587158172
],
[
"range",
0.012210004964296833
],
[
"20 000",
0.01117486397656069
],
[
"2all",
0.010051351743198125
],
[
"cars",
0.00939938264362504
]
],
"9": [
[
"kilometers",
0.02010198591346222
],
[
"speed",
0.018317182370973555
],
[
"track",
0.01825274717778636
],
[
"records",
0.013657039975659159
],
[
"electric car",
0.013298783377769689
],
[
"gt xx",
0.011493126313817444
],
[
"world record",
0.011332258700803295
],
[
"yangwang u9",
0.010361084666644633
],
[
"mercedes amg",
0.010192819897625
],
[
"track edition",
0.009911053622650207
]
],
"10": [
[
"mercedes benz",
0.014767838284543111
],
[
"car",
0.01373055322362589
],
[
"new cla",
0.013555025181955647
],
[
"eqs",
0.012396100257152109
],
[
"new mercedes",
0.011443819329745199
],
[
"shooting brake",
0.009942121048931489
],
[
"mercedes cla",
0.009143552814817817
],
[
"cla ev",
0.008260493566941049
],
[
"steering",
0.008251045938017976
],
[
"hybrid",
0.007514453303194686
]
],
"11": [
[
"kia",
0.06302507436552326
],
[
"ev4",
0.022275445389362433
],
[
"hyundai",
0.017638739412319124
],
[
"ev2",
0.017064631684953906
],
[
"ev",
0.015785636386475684
],
[
"year",
0.014673228989277825
],
[
"vehicles",
0.010775275292047458
],
[
"ev9",
0.010235493642473727
],
[
"zilina",
0.008707965167927363
],
[
"czech",
0.008462593080582535
]
],
"12": [
[
"leapmotor",
0.044993304018624204
],
[
"ferrari",
0.02856410972861673
],
[
"c10",
0.019300177960627597
],
[
"stellantis",
0.013953157344326245
],
[
"fiat",
0.012065980850487167
],
[
"electric car",
0.009871123525036154
],
[
"cars",
0.008107351992176928
],
[
"hybrid",
0.0072398489145441
],
[
"vehicles",
0.006864178124536729
],
[
"leapmotor c10",
0.0066811759306177
]
],
"13": [
[
"truck",
0.039253784590892876
],
[
"bezos",
0.02613647736773591
],
[
"slate auto",
0.022934162624577627
],
[
"tesla",
0.013116559692559001
],
[
"electric pickup",
0.010443159373240484
],
[
"van",
0.010287682565511639
],
[
"ev",
0.009899130373757127
],
[
"slate truck",
0.008794937339311481
],
[
"vehicles",
0.008525875844784708
],
[
"20 000",
0.008256660006730572
]
],
"14": [
[
"vietnamese",
0.015624266810541904
],
[
"vehicle",
0.013483990696679556
],
[
"electric vehicle",
0.01188706076433052
],
[
"ev",
0.011102914647689246
],
[
"electric vehicles",
0.010609092596192573
],
[
"2025",
0.010406212744265954
],
[
"charging",
0.010185806607345775
],
[
"vinfast vf",
0.009487428255823344
],
[
"vingroup",
0.008897343595968615
],
[
"tamil nadu",
0.007528521504281135
]
],
"15": [
[
"tesla",
0.018603739066185197
],
[
"chinese",
0.018059258612409753
],
[
"cars",
0.017423272573328943
],
[
"market",
0.01533336187503796
],
[
"manufacturer",
0.012525277634914612
],
[
"electric cars",
0.011791506289439578
],
[
"billion",
0.009760338768701018
],
[
"ryde",
0.009266555959306772
],
[
"electric car",
0.008548821518128184
],
[
"shenzhen",
0.00791478671513806
]
],
"16": [
[
"stations",
0.027541378109732575
],
[
"charging stations",
0.022907134425167088
],
[
"terminals",
0.019680950315700423
],
[
"points",
0.01806501981232852
],
[
"charging points",
0.013076799762859128
],
[
"service",
0.011411752756006428
],
[
"france",
0.01087772164415733
],
[
"electric vehicles",
0.009900785683059044
],
[
"rental",
0.008357511401978686
],
[
"recharge",
0.00800939350297937
]
],
"17": [
[
"ev",
0.02387318246703904
],
[
"mg4",
0.01980093152674586
],
[
"range",
0.016747258258478906
],
[
"s5 ev",
0.015112066650692708
],
[
"suv",
0.014999124753372428
],
[
"mgs5",
0.013343290276021305
],
[
"mgs5 ev",
0.011412482836716193
],
[
"mg s5",
0.009588755809711713
],
[
"mg motor",
0.008249170453431336
],
[
"zs ev",
0.008155885215651873
]
],
"18": [
[
"xpeng",
0.08478329663011012
],
[
"p7",
0.018166394667451815
],
[
"ai",
0.017839060722279282
],
[
"chinese",
0.017784647606898914
],
[
"cars",
0.009889607296597705
],
[
"billion",
0.009780864220380927
],
[
"xpev",
0.009585608773101996
],
[
"turing",
0.00923656706529909
],
[
"market",
0.008661984386461492
],
[
"smart electric",
0.008580564781362456
]
],
"19": [
[
"nissan",
0.021087680143207894
],
[
"foxtron",
0.019664684179704163
],
[
"mitsubishi motors",
0.018770576117453756
],
[
"japanese",
0.01871608220380929
],
[
"automotive",
0.018685046853910214
],
[
"ev",
0.016987961174540045
],
[
"software",
0.015367487008739012
],
[
"hon hai",
0.015108691701617563
],
[
"electric vehicles",
0.014964087672888779
],
[
"electric vehicle",
0.011542742019401728
]
],
"20": [
[
"rs6",
0.021750690405415198
],
[
"siemens",
0.011747884032710756
],
[
"hybrid",
0.011333863845412366
],
[
"volkswagen",
0.00883931726820027
],
[
"audi tt",
0.008713755675310464
],
[
"porsche",
0.008028267461488185
],
[
"sports car",
0.007781817619512541
],
[
"gernot d\u00f6llner",
0.00775161752303251
],
[
"ingolstadt",
0.007512447223011958
],
[
"plug",
0.00749999504673418
]
],
"21": [
[
"bmw",
0.06114143838231689
],
[
"neue klasse",
0.025386799452864612
],
[
"ix3",
0.023409365284010143
],
[
"opel",
0.02176695236717249
],
[
"noise",
0.012621263635455937
],
[
"ev",
0.008106372913961126
],
[
"cars",
0.00802948352514162
],
[
"electric car",
0.0077181431121241114
],
[
"model",
0.007576966851368814
],
[
"diesel",
0.007576071206301551
]
],
"22": [
[
"skoda",
0.0748929002685164
],
[
"electric",
0.01831125902864307
],
[
"concept car",
0.014301400777375168
],
[
"koda elroq",
0.013275311580569585
],
[
"design language",
0.011046316022061662
],
[
"enyaq rs",
0.010924509033343195
],
[
"volkswagen",
0.010343131551271069
],
[
"modern solid",
0.009718268311484748
],
[
"skoda elroq",
0.0094848779599551
],
[
"model",
0.009439718612463002
]
]
}
}
}