Add BERTopic model

.gitattributes

@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+ctfidf_config.json filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,138 @@
+
+---
+tags:
+- bertopic
+library_name: bertopic
+pipeline_tag: text-classification
+---
+
+# BERTopic_IlPost_baseModel
+
+This is a [BERTopic](https://github.com/MaartenGr/BERTopic) model. 
+BERTopic is a flexible and modular topic modeling framework that allows for the generation of easily interpretable topics from large datasets. 
+
+## Usage 
+
+To use this model, please install BERTopic:
+
+```
+pip install -U bertopic
+```
+
+You can use the model as follows:
+
+```python
+from bertopic import BERTopic
+topic_model = BERTopic.load("alexman83/BERTopic_IlPost_baseModel")
+
+topic_model.get_topic_info()
+```
+
+## Topic overview
+
+* Number of topics: 69
+* Number of training documents: 1604
+
+<details>
+  <summary>Click here for an overview of all topics.</summary>
+  
+  | Topic ID | Topic Keywords | Topic Frequency | Label | 
+|----------|----------------|-----------------|-------| 
+| -1 | italia - azienda - altre - soprattutto - euro | 5 | -1_italia_azienda_altre_soprattutto | 
+| 0 | specie - animali - casi - orsi - virus | 439 | 0_specie_animali_casi_orsi | 
+| 1 | acqua - aria - mare - attività - inquinamento | 104 | 1_acqua_aria_mare_attività | 
+| 2 | libro - romanzo - libri - scrittore - romanzi | 65 | 2_libro_romanzo_libri_scrittore | 
+| 3 | partito - centrosinistra - candidato - pd - elezioni | 62 | 3_partito_centrosinistra_candidato_pd | 
+| 4 | studi - salute - effetti - studio - ricerca | 35 | 4_studi_salute_effetti_studio | 
+| 5 | olimpiadi - parigi - atleti - paralimpiadi - cerimonia | 33 | 5_olimpiadi_parigi_atleti_paralimpiadi | 
+| 6 | legge - decreto - presidente - italia - riforma | 33 | 6_legge_decreto_presidente_italia | 
+| 7 | moda - scarpe - calzini - tasche - modelli | 30 | 7_moda_scarpe_calzini_tasche | 
+| 8 | economia - tassi - aumento - inflazione - prezzi | 29 | 8_economia_tassi_aumento_inflazione | 
+| 9 | carcere - detenuti - salis - carceri - italia | 28 | 9_carcere_detenuti_salis_carceri | 
+| 10 | article text - to extract - to extract article - text - failed to extract | 26 | 10_article text_to extract_to extract article_text | 
+| 11 | apple - app - iphone - visore - smartphone | 24 | 11_apple_app_iphone_visore | 
+| 12 | israele - palestinesi - gaza - israeliano - hamas | 23 | 12_israele_palestinesi_gaza_israeliano | 
+| 13 | musk - twitter - tweet - zuckerberg - social | 23 | 13_musk_twitter_tweet_zuckerberg | 
+| 14 | gioco - videogiochi - giochi - videogioco - film | 22 | 14_gioco_videogiochi_giochi_videogioco | 
+| 15 | moda - kahlo - abito - met - gala | 22 | 15_moda_kahlo_abito_met | 
+| 16 | tiktok - utenti - contenuti - social - facebook | 21 | 16_tiktok_utenti_contenuti_social | 
+| 17 | toti - presidente - meloni - genova - italia | 21 | 17_toti_presidente_meloni_genova | 
+| 18 | musica - spotify - canzoni - verde - album | 20 | 18_musica_spotify_canzoni_verde | 
+| 19 | band - concerti - noel - concerto - musica | 20 | 19_band_concerti_noel_concerto | 
+| 20 | google - intelligenza - artificiale - intelligenza artificiale - openai | 19 | 20_google_intelligenza_artificiale_intelligenza artificiale | 
+| 21 | vinto - medaglia - finale - oro - olimpiadi | 19 | 21_vinto_medaglia_finale_oro | 
+| 22 | metri - olimpiadi - oro - gara - vinto | 19 | 22_metri_olimpiadi_oro_gara | 
+| 23 | shein - lusso - azienda - vestiti - marchi | 18 | 23_shein_lusso_azienda_vestiti | 
+| 24 | stellantis - auto - fiat - marelli - stabilimento | 17 | 24_stellantis_auto_fiat_marelli | 
+| 25 | nasa - spaziale - starliner - terra - lancio | 17 | 25_nasa_spaziale_starliner_terra | 
+| 26 | superbonus - commissione - italia - giorgetti - spesa | 17 | 26_superbonus_commissione_italia_giorgetti | 
+| 27 | sinner - tennis - torneo - partita - tennista | 16 | 27_sinner_tennis_torneo_partita | 
+| 28 | bonatti - gutu - metri - alpinisti - rzucidlo | 16 | 28_bonatti_gutu_metri_alpinisti | 
+| 29 | olimpiadi - atleti - sport - metri - gare | 15 | 29_olimpiadi_atleti_sport_metri | 
+| 30 | harris - trump - convention - biden - discorso | 15 | 30_harris_trump_convention_biden | 
+| 31 | pesce - carne - burger - smash - smash burger | 14 | 31_pesce_carne_burger_smash | 
+| 32 | barca - bayesian - lynch - naufragio - equipaggio | 14 | 32_barca_bayesian_lynch_naufragio | 
+| 33 | libri - nobel - premio - letteratura - autori | 13 | 33_libri_nobel_premio_letteratura | 
+| 34 | cravatta - dogg - foto - snoop dogg - snoop | 13 | 34_cravatta_dogg_foto_snoop dogg | 
+| 35 | crowdstrike - windows - informatico - aggiornamento - software | 12 | 35_crowdstrike_windows_informatico_aggiornamento | 
+| 36 | adidas - drop - birkin - strisce - lives matter | 12 | 36_adidas_drop_birkin_strisce | 
+| 37 | vele - vela - vela celeste - crollo - celeste | 11 | 37_vele_vela_vela celeste_crollo | 
+| 38 | chatgpt - openai - intelligenza - intelligenza artificiale - artificiale | 11 | 38_chatgpt_openai_intelligenza_intelligenza artificiale | 
+| 39 | nvidia - nft - settore - azienda - aziende | 11 | 39_nvidia_nft_settore_azienda | 
+| 40 | ucraina - ucraino - esercito - kursk - russo | 11 | 40_ucraina_ucraino_esercito_kursk | 
+| 41 | chanel - valentino - moda - garavani - gucci | 10 | 41_chanel_valentino_moda_garavani | 
+| 42 | sole - cielo - eclissi - terra - solare | 10 | 42_sole_cielo_eclissi_terra | 
+| 43 | post - spiegate - giornalismo - dicose spiegate - dicose | 10 | 43_post_spiegate_giornalismo_dicose spiegate | 
+| 44 | europea - servizi - unione europea - commissione - piattaforme | 10 | 44_europea_servizi_unione europea_commissione | 
+| 45 | sesso - donne - lgbt - genere - victoria secret | 10 | 45_sesso_donne_lgbt_genere | 
+| 46 | borse - monete - lusso - pantofole - valore | 10 | 46_borse_monete_lusso_pantofole | 
+| 47 | von der - der - von - der leyen - von der leyen | 9 | 47_von der_der_von_der leyen | 
+| 48 | google - browser - cookie - pubblicità - ricerca | 9 | 48_google_browser_cookie_pubblicità | 
+| 49 | libri - biblioteca - library - biblioteche - lugo | 9 | 49_libri_biblioteca_library_biblioteche | 
+| 50 | italia - migranti - cittadinanza - cittadinanza italiana - albania | 9 | 50_italia_migranti_cittadinanza_cittadinanza italiana | 
+| 51 | libro - moehringer - harry - winfrey - libri | 8 | 51_libro_moehringer_harry_winfrey | 
+| 52 | linguaggio - mito - antartide - lingua - comune | 8 | 52_linguaggio_mito_antartide_lingua | 
+| 53 | altman - openai - microsoft - amministrazione - intelligenza | 7 | 53_altman_openai_microsoft_amministrazione | 
+| 54 | lega - fratelli - fratelli italia - italia - salvini | 7 | 54_lega_fratelli_fratelli italia_italia | 
+| 55 | tesla - musk - cybertruck - auto - model | 7 | 55_tesla_musk_cybertruck_auto | 
+| 56 | film - vescica - shyamalan - scorsese - roth | 7 | 56_film_vescica_shyamalan_scorsese | 
+| 57 | mercato - auto - dazi - euro - cina | 7 | 57_mercato_auto_dazi_euro | 
+| 58 | bergamo - treni - lavori - alta - turismo | 7 | 58_bergamo_treni_lavori_alta | 
+| 59 | verona - sogliano - squadra - atalanta - calciatori | 7 | 59_verona_sogliano_squadra_atalanta | 
+| 60 | pogačar - tour - de france - tour de france - tour de | 7 | 60_pogačar_tour_de france_tour de france | 
+| 61 | natale - calendario - regali - dicembre - magi | 7 | 61_natale_calendario_regali_dicembre | 
+| 62 | vino - vini - matcha - tè - birra | 6 | 62_vino_vini_matcha_tè | 
+| 63 | partito - elezioni - afd - turingia - italia | 6 | 63_partito_elezioni_afd_turingia | 
+| 64 | hauser - polizia - stazzema - sant anna - sant | 6 | 64_hauser_polizia_stazzema_sant anna | 
+| 65 | numeri casuali - casuali - numeri - garavaglia - italia | 6 | 65_numeri casuali_casuali_numeri_garavaglia | 
+| 66 | philo - skims - marchio - moda - collezione | 5 | 66_philo_skims_marchio_moda | 
+| 67 | lavastoviglie - lavaggio - acqua - piatti - stoviglie | 5 | 67_lavastoviglie_lavaggio_acqua_piatti |
+  
+</details>
+
+## Training hyperparameters
+
+* calculate_probabilities: True
+* language: italian
+* low_memory: False
+* min_topic_size: 5
+* n_gram_range: (1, 1)
+* nr_topics: None
+* seed_topic_list: None
+* top_n_words: 10
+* verbose: True
+* zeroshot_min_similarity: 0.7
+* zeroshot_topic_list: None
+
+## Framework versions
+
+* Numpy: 1.26.4
+* HDBSCAN: 0.8.33
+* UMAP: 0.5.5
+* Pandas: 2.2.1
+* Scikit-Learn: 1.5.1
+* Sentence-transformers: 2.5.1
+* Transformers: 4.44.2
+* Numba: 0.59.0
+* Plotly: 5.19.0
+* Python: 3.10.13

config.json

@@ -0,0 +1,17 @@
+{
+  "calculate_probabilities": true,
+  "language": "italian",
+  "low_memory": false,
+  "min_topic_size": 5,
+  "n_gram_range": [
+    1,
+    1
+  ],
+  "nr_topics": null,
+  "seed_topic_list": null,
+  "top_n_words": 10,
+  "verbose": true,
+  "zeroshot_min_similarity": 0.7,
+  "zeroshot_topic_list": null,
+  "embedding_model": "sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2"
+}

ctfidf.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:50419eb568c143f15963b3dbb7305628963d6acb14597749abcc4b195d5e9845
+size 32601716

ctfidf_config.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:65642fdb8e338d811d8dc7887c6f449fadcba4db519f99150d143f78ef96aa92
+size 57020140

topic_embeddings.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3ab821a9da23b36d135fc7fbe9b98b63fc7910887ab85f724511293fbedc3221
+size 106072

topics.json

@@ -0,0 +1,5000 @@
+{
+  "topic_representations": {
+    "-1": [
+      [
+        "italia",
+        0.003003134580594643
+      ],
+      [
+        "azienda",
+        0.002274494423497077
+      ],
+      [
+        "altre",
+        0.0021201286021414125
+      ],
+      [
+        "soprattutto",
+        0.0020727532926852446
+      ],
+      [
+        "euro",
+        0.0019727218621006493
+      ],
+      [
+        "aziende",
+        0.0019665340385893577
+      ],
+      [
+        "cose",
+        0.0018548733162312208
+      ],
+      [
+        "leggi",
+        0.0018291917836802789
+      ],
+      [
+        "storia",
+        0.0018171071191799128
+      ],
+      [
+        "film",
+        0.001794055744438824
+      ]
+    ],
+    "0": [
+      [
+        "specie",
+        0.0113521433467859
+      ],
+      [
+        "animali",
+        0.009856485563655445
+      ],
+      [
+        "casi",
+        0.004892869717982105
+      ],
+      [
+        "orsi",
+        0.004633967617231495
+      ],
+      [
+        "virus",
+        0.00433100464882295
+      ],
+      [
+        "umani",
+        0.004000411071926283
+      ],
+      [
+        "ricerca",
+        0.003924438361188801
+      ],
+      [
+        "individui",
+        0.0038535099132767175
+      ],
+      [
+        "possono",
+        0.0037210245765120203
+      ],
+      [
+        "zoo",
+        0.003446724558794779
+      ]
+    ],
+    "1": [
+      [
+        "acqua",
+        0.011998141131010448
+      ],
+      [
+        "aria",
+        0.003948990159340355
+      ],
+      [
+        "mare",
+        0.0036262569877751442
+      ],
+      [
+        "attivit\u00e0",
+        0.0028560198299892627
+      ],
+      [
+        "inquinamento",
+        0.0028288523855775826
+      ],
+      [
+        "isola",
+        0.0028285941106941056
+      ],
+      [
+        "emissioni",
+        0.002827673238557434
+      ],
+      [
+        "spiaggia",
+        0.0027752431034090545
+      ],
+      [
+        "regione",
+        0.0027406590018308127
+      ],
+      [
+        "paesi",
+        0.002687863435066448
+      ]
+    ],
+    "2": [
+      [
+        "libro",
+        0.007886849547525025
+      ],
+      [
+        "romanzo",
+        0.00701345305467155
+      ],
+      [
+        "libri",
+        0.006147549627986771
+      ],
+      [
+        "scrittore",
+        0.005198352052286211
+      ],
+      [
+        "romanzi",
+        0.004744982157463628
+      ],
+      [
+        "morte",
+        0.0036968161178178127
+      ],
+      [
+        "madre",
+        0.003453892027977064
+      ],
+      [
+        "pubblicato",
+        0.003453740020184109
+      ],
+      [
+        "editrice",
+        0.0033531276320227328
+      ],
+      [
+        "autore",
+        0.00328612328717662
+      ]
+    ],
+    "3": [
+      [
+        "partito",
+        0.014816836676760857
+      ],
+      [
+        "centrosinistra",
+        0.01310937740534778
+      ],
+      [
+        "candidato",
+        0.012606237303144602
+      ],
+      [
+        "pd",
+        0.012436069408877556
+      ],
+      [
+        "elezioni",
+        0.011054241074185657
+      ],
+      [
+        "voti",
+        0.010330062692540614
+      ],
+      [
+        "partiti",
+        0.010091227857150631
+      ],
+      [
+        "italia",
+        0.010014008425910477
+      ],
+      [
+        "candidati",
+        0.009739819899389393
+      ],
+      [
+        "sindaco",
+        0.008669213136949508
+      ]
+    ],
+    "4": [
+      [
+        "studi",
+        0.005903927320553727
+      ],
+      [
+        "salute",
+        0.005379106251258913
+      ],
+      [
+        "effetti",
+        0.005368652688475276
+      ],
+      [
+        "studio",
+        0.004995036365767224
+      ],
+      [
+        "ricerca",
+        0.004668942679973557
+      ],
+      [
+        "pazienti",
+        0.004630474036859512
+      ],
+      [
+        "dati",
+        0.004614430511855808
+      ],
+      [
+        "cervello",
+        0.00444266094901712
+      ],
+      [
+        "test",
+        0.003868929170864928
+      ],
+      [
+        "medici",
+        0.0038151577625769612
+      ]
+    ],
+    "5": [
+      [
+        "olimpiadi",
+        0.016975680980049063
+      ],
+      [
+        "parigi",
+        0.01319528173349454
+      ],
+      [
+        "atleti",
+        0.013002070580562342
+      ],
+      [
+        "paralimpiadi",
+        0.010732269546890029
+      ],
+      [
+        "cerimonia",
+        0.009559722968447345
+      ],
+      [
+        "gare",
+        0.008912933897654664
+      ],
+      [
+        "sport",
+        0.007805988170254621
+      ],
+      [
+        "giochi",
+        0.006691120293435835
+      ],
+      [
+        "senna",
+        0.00648997539056264
+      ],
+      [
+        "olimpico",
+        0.006203595081514693
+      ]
+    ],
+    "6": [
+      [
+        "legge",
+        0.011253309423839742
+      ],
+      [
+        "decreto",
+        0.008986872232013549
+      ],
+      [
+        "presidente",
+        0.00695564955459469
+      ],
+      [
+        "italia",
+        0.006178921555156036
+      ],
+      [
+        "riforma",
+        0.006054617030777631
+      ],
+      [
+        "senato",
+        0.005935119296621487
+      ],
+      [
+        "provvedimento",
+        0.005695201174698432
+      ],
+      [
+        "cio\u00e8",
+        0.005255900281159286
+      ],
+      [
+        "autonomia",
+        0.005077738687448773
+      ],
+      [
+        "commissione",
+        0.004916580565836749
+      ]
+    ],
+    "7": [
+      [
+        "moda",
+        0.013806599694615038
+      ],
+      [
+        "scarpe",
+        0.008718699646927485
+      ],
+      [
+        "calzini",
+        0.0061021785458353186
+      ],
+      [
+        "tasche",
+        0.0055265013245300995
+      ],
+      [
+        "modelli",
+        0.005382785799745863
+      ],
+      [
+        "abbigliamento",
+        0.005232363815275747
+      ],
+      [
+        "camper",
+        0.004465969403950365
+      ],
+      [
+        "pantaloni",
+        0.0044259009219261795
+      ],
+      [
+        "abiti",
+        0.004412597294488798
+      ],
+      [
+        "donne",
+        0.004258617871588371
+      ]
+    ],
+    "8": [
+      [
+        "economia",
+        0.01100679838568607
+      ],
+      [
+        "tassi",
+        0.010546745711565088
+      ],
+      [
+        "aumento",
+        0.009379114333236155
+      ],
+      [
+        "inflazione",
+        0.008872775166411686
+      ],
+      [
+        "prezzi",
+        0.008099438613654034
+      ],
+      [
+        "banca",
+        0.008059544110090031
+      ],
+      [
+        "banca centrale",
+        0.007088498117810713
+      ],
+      [
+        "banche",
+        0.006611528533543881
+      ],
+      [
+        "tassi interesse",
+        0.006130514108447377
+      ],
+      [
+        "centrale",
+        0.005990413452610286
+      ]
+    ],
+    "9": [
+      [
+        "carcere",
+        0.017438590590557995
+      ],
+      [
+        "detenuti",
+        0.012985437966120434
+      ],
+      [
+        "salis",
+        0.009938905997443721
+      ],
+      [
+        "carceri",
+        0.008460562867277163
+      ],
+      [
+        "italia",
+        0.007851604706123129
+      ],
+      [
+        "polizia",
+        0.007271340130617159
+      ],
+      [
+        "corte",
+        0.006807940957450199
+      ],
+      [
+        "pena",
+        0.006331097265035398
+      ],
+      [
+        "giudici",
+        0.005992562017351614
+      ],
+      [
+        "majidi",
+        0.005601353938101312
+      ]
+    ],
+    "10": [
+      [
+        "article text",
+        0.4875866178855188
+      ],
+      [
+        "to extract",
+        0.4875866178855188
+      ],
+      [
+        "to extract article",
+        0.4875866178855188
+      ],
+      [
+        "text",
+        0.4875866178855188
+      ],
+      [
+        "failed to extract",
+        0.4875866178855188
+      ],
+      [
+        "failed to",
+        0.4875866178855188
+      ],
+      [
+        "failed",
+        0.4875866178855188
+      ],
+      [
+        "extract article text",
+        0.4875866178855188
+      ],
+      [
+        "extract article",
+        0.4875866178855188
+      ],
+      [
+        "extract",
+        0.4875866178855188
+      ]
+    ],
+    "11": [
+      [
+        "apple",
+        0.02921812007826771
+      ],
+      [
+        "app",
+        0.014247357120172367
+      ],
+      [
+        "iphone",
+        0.00966647893721407
+      ],
+      [
+        "visore",
+        0.0085922520117469
+      ],
+      [
+        "smartphone",
+        0.008562226470022381
+      ],
+      [
+        "dispositivo",
+        0.00853882643758519
+      ],
+      [
+        "computer",
+        0.007816096514188069
+      ],
+      [
+        "pro",
+        0.007145647609567672
+      ],
+      [
+        "store",
+        0.00695593699480779
+      ],
+      [
+        "azienda",
+        0.00651401334453195
+      ]
+    ],
+    "12": [
+      [
+        "israele",
+        0.020069719357582633
+      ],
+      [
+        "palestinesi",
+        0.010759021733209076
+      ],
+      [
+        "gaza",
+        0.010729018209158604
+      ],
+      [
+        "israeliano",
+        0.01043824232869902
+      ],
+      [
+        "hamas",
+        0.009689224140577359
+      ],
+      [
+        "palestinese",
+        0.009540087813052463
+      ],
+      [
+        "hezbollah",
+        0.00951985693010722
+      ],
+      [
+        "cisgiordania",
+        0.008908105277718013
+      ],
+      [
+        "striscia",
+        0.008808117629828903
+      ],
+      [
+        "esercito",
+        0.00827227916938937
+      ]
+    ],
+    "13": [
+      [
+        "musk",
+        0.034724956485312736
+      ],
+      [
+        "twitter",
+        0.02205339601122198
+      ],
+      [
+        "tweet",
+        0.011854402173217574
+      ],
+      [
+        "zuckerberg",
+        0.009423912930014539
+      ],
+      [
+        "social",
+        0.009411156917649837
+      ],
+      [
+        "social network",
+        0.008929398389988992
+      ],
+      [
+        "network",
+        0.008852963774586773
+      ],
+      [
+        "tesla",
+        0.008741861816242391
+      ],
+      [
+        "spacex",
+        0.008608106644444603
+      ],
+      [
+        "elon",
+        0.007532331926253277
+      ]
+    ],
+    "14": [
+      [
+        "gioco",
+        0.014829587374451628
+      ],
+      [
+        "videogiochi",
+        0.013755154362420068
+      ],
+      [
+        "giochi",
+        0.008067773879856976
+      ],
+      [
+        "videogioco",
+        0.006446950819342648
+      ],
+      [
+        "film",
+        0.006443790362929717
+      ],
+      [
+        "imax",
+        0.005105019572327852
+      ],
+      [
+        "personaggi",
+        0.005094643381186167
+      ],
+      [
+        "personaggio",
+        0.004886647614013921
+      ],
+      [
+        "video",
+        0.0048697996572227165
+      ],
+      [
+        "of",
+        0.004788985437890369
+      ]
+    ],
+    "15": [
+      [
+        "moda",
+        0.010571564123242188
+      ],
+      [
+        "kahlo",
+        0.008103058542332602
+      ],
+      [
+        "abito",
+        0.007799246036851576
+      ],
+      [
+        "met",
+        0.007757321756018872
+      ],
+      [
+        "gala",
+        0.007508794004892619
+      ],
+      [
+        "met gala",
+        0.007258995847209581
+      ],
+      [
+        "sopracciglia",
+        0.006113969383073478
+      ],
+      [
+        "york",
+        0.005171132308378059
+      ],
+      [
+        "sunnei",
+        0.004720319693986847
+      ],
+      [
+        "attrice",
+        0.004613973196504905
+      ]
+    ],
+    "16": [
+      [
+        "tiktok",
+        0.011960026254851201
+      ],
+      [
+        "utenti",
+        0.01090959038767927
+      ],
+      [
+        "contenuti",
+        0.008892302302116665
+      ],
+      [
+        "social",
+        0.008748859703205512
+      ],
+      [
+        "facebook",
+        0.008691194506992744
+      ],
+      [
+        "network",
+        0.007068125504482162
+      ],
+      [
+        "piattaforma",
+        0.00672548584975857
+      ],
+      [
+        "instagram",
+        0.0066531438394184204
+      ],
+      [
+        "social network",
+        0.006558818187717749
+      ],
+      [
+        "profilo",
+        0.006534898339745361
+      ]
+    ],
+    "17": [
+      [
+        "toti",
+        0.017692195800609777
+      ],
+      [
+        "presidente",
+        0.010775456909781905
+      ],
+      [
+        "meloni",
+        0.009334758450028976
+      ],
+      [
+        "genova",
+        0.008025922383947939
+      ],
+      [
+        "italia",
+        0.007104796236988183
+      ],
+      [
+        "spinelli",
+        0.006964468905560161
+      ],
+      [
+        "fratelli",
+        0.006153599079099368
+      ],
+      [
+        "natoli",
+        0.0060301617999372475
+      ],
+      [
+        "partito",
+        0.005905692939817869
+      ],
+      [
+        "corruzione",
+        0.0058280010915425584
+      ]
+    ],
+    "18": [
+      [
+        "musica",
+        0.01317970805567226
+      ],
+      [
+        "spotify",
+        0.011343405150491401
+      ],
+      [
+        "canzoni",
+        0.011081760282940008
+      ],
+      [
+        "verde",
+        0.00786380477217501
+      ],
+      [
+        "album",
+        0.0067153325344829805
+      ],
+      [
+        "streaming",
+        0.006598581000514509
+      ],
+      [
+        "musicale",
+        0.006474829356194974
+      ],
+      [
+        "canzone",
+        0.005685105159683849
+      ],
+      [
+        "roan",
+        0.005594702836734917
+      ],
+      [
+        "music",
+        0.005457854746626784
+      ]
+    ],
+    "19": [
+      [
+        "band",
+        0.016476609930442344
+      ],
+      [
+        "concerti",
+        0.011816913180705413
+      ],
+      [
+        "noel",
+        0.009976637692792728
+      ],
+      [
+        "concerto",
+        0.009917652403470728
+      ],
+      [
+        "musica",
+        0.009360803072858363
+      ],
+      [
+        "oasis",
+        0.00862269062991913
+      ],
+      [
+        "liam",
+        0.008207339050974254
+      ],
+      [
+        "tour",
+        0.008140954052898802
+      ],
+      [
+        "gallagher",
+        0.008017843346531453
+      ],
+      [
+        "rock",
+        0.007896643748730229
+      ]
+    ],
+    "20": [
+      [
+        "google",
+        0.015202657463466877
+      ],
+      [
+        "intelligenza",
+        0.010265871751883312
+      ],
+      [
+        "artificiale",
+        0.01002364851613333
+      ],
+      [
+        "intelligenza artificiale",
+        0.00993080383495362
+      ],
+      [
+        "openai",
+        0.007863062810766439
+      ],
+      [
+        "sistemi",
+        0.007761158088995425
+      ],
+      [
+        "ricerca",
+        0.006859751003478434
+      ],
+      [
+        "intelligenze",
+        0.006847870241640406
+      ],
+      [
+        "intelligenze artificiali",
+        0.0066155464670861076
+      ],
+      [
+        "artificiali",
+        0.006576557428299434
+      ]
+    ],
+    "21": [
+      [
+        "vinto",
+        0.028581209808486274
+      ],
+      [
+        "medaglia",
+        0.02623149957865103
+      ],
+      [
+        "finale",
+        0.022472015615288755
+      ],
+      [
+        "oro",
+        0.01912532781474071
+      ],
+      [
+        "olimpiadi",
+        0.015258261135440225
+      ],
+      [
+        "bronzo",
+        0.015248163455093692
+      ],
+      [
+        "argento",
+        0.0139702492110064
+      ],
+      [
+        "gara",
+        0.012712278598537264
+      ],
+      [
+        "femminile",
+        0.012356008759793782
+      ],
+      [
+        "squadre",
+        0.012108710962731497
+      ]
+    ],
+    "22": [
+      [
+        "metri",
+        0.01841677589170444
+      ],
+      [
+        "olimpiadi",
+        0.017071310397763044
+      ],
+      [
+        "oro",
+        0.012420394480945628
+      ],
+      [
+        "gara",
+        0.011700653765949368
+      ],
+      [
+        "vinto",
+        0.010799269979091112
+      ],
+      [
+        "atleti",
+        0.0105217832041719
+      ],
+      [
+        "secondi",
+        0.010353605773894738
+      ],
+      [
+        "donna",
+        0.009861464356627252
+      ],
+      [
+        "olimpico",
+        0.00929665068710721
+      ],
+      [
+        "100",
+        0.008795733177080878
+      ]
+    ],
+    "23": [
+      [
+        "shein",
+        0.01775303264794414
+      ],
+      [
+        "lusso",
+        0.011509535081897669
+      ],
+      [
+        "azienda",
+        0.009823763430168424
+      ],
+      [
+        "vestiti",
+        0.00951168775606939
+      ],
+      [
+        "marchi",
+        0.008702380311265323
+      ],
+      [
+        "vendite",
+        0.00831561101275475
+      ],
+      [
+        "temu",
+        0.008311715783150495
+      ],
+      [
+        "fashion",
+        0.008240634869849248
+      ],
+      [
+        "moda",
+        0.007767765156881037
+      ],
+      [
+        "fast fashion",
+        0.007692165378613715
+      ]
+    ],
+    "24": [
+      [
+        "stellantis",
+        0.029488017806443986
+      ],
+      [
+        "auto",
+        0.019719035745927573
+      ],
+      [
+        "fiat",
+        0.016014587106923495
+      ],
+      [
+        "marelli",
+        0.012074203171303857
+      ],
+      [
+        "stabilimento",
+        0.011965198661094995
+      ],
+      [
+        "tavares",
+        0.011775501325731796
+      ],
+      [
+        "italia",
+        0.011411778338359812
+      ],
+      [
+        "produzione",
+        0.011135734020004225
+      ],
+      [
+        "stabilimenti",
+        0.011119955923420126
+      ],
+      [
+        "azienda",
+        0.009356386732140688
+      ]
+    ],
+    "25": [
+      [
+        "nasa",
+        0.024720331271549035
+      ],
+      [
+        "spaziale",
+        0.016628660567971184
+      ],
+      [
+        "starliner",
+        0.016188940268151125
+      ],
+      [
+        "terra",
+        0.015372066955540284
+      ],
+      [
+        "lancio",
+        0.013714955015531043
+      ],
+      [
+        "missione",
+        0.013694268469936237
+      ],
+      [
+        "spacex",
+        0.012947651063510649
+      ],
+      [
+        "luna",
+        0.012858130173095294
+      ],
+      [
+        "astronauti",
+        0.012560384690806907
+      ],
+      [
+        "iss",
+        0.012102023577499036
+      ]
+    ],
+    "26": [
+      [
+        "superbonus",
+        0.012749775675314901
+      ],
+      [
+        "commissione",
+        0.012147897135861096
+      ],
+      [
+        "italia",
+        0.008890719335006634
+      ],
+      [
+        "giorgetti",
+        0.008190186972445529
+      ],
+      [
+        "spesa",
+        0.007772130568521811
+      ],
+      [
+        "europea",
+        0.006844555173804532
+      ],
+      [
+        "banche",
+        0.006688638659211597
+      ],
+      [
+        "euro",
+        0.006472891959107407
+      ],
+      [
+        "economia",
+        0.0064540621429634406
+      ],
+      [
+        "bilancio",
+        0.006301660728173621
+      ]
+    ],
+    "27": [
+      [
+        "sinner",
+        0.028755428233480117
+      ],
+      [
+        "tennis",
+        0.027442114405820724
+      ],
+      [
+        "torneo",
+        0.014698370071640394
+      ],
+      [
+        "partita",
+        0.013232280798516205
+      ],
+      [
+        "tennista",
+        0.012781165905078523
+      ],
+      [
+        "tornei",
+        0.011175180013377754
+      ],
+      [
+        "arbitro",
+        0.010859478670604533
+      ],
+      [
+        "tennisti",
+        0.01015082551922734
+      ],
+      [
+        "antidoping",
+        0.009168088913821199
+      ],
+      [
+        "set",
+        0.008834232110703796
+      ]
+    ],
+    "28": [
+      [
+        "bonatti",
+        0.012219679980708909
+      ],
+      [
+        "gutu",
+        0.009428036979740012
+      ],
+      [
+        "metri",
+        0.009372887769633905
+      ],
+      [
+        "alpinisti",
+        0.009264672405913834
+      ],
+      [
+        "rzucidlo",
+        0.008373504731378392
+      ],
+      [
+        "campo",
+        0.008197759641254337
+      ],
+      [
+        "ottomila",
+        0.008004085710102322
+      ],
+      [
+        "k2",
+        0.007293161390857339
+      ],
+      [
+        "lacedelli",
+        0.007018545341796826
+      ],
+      [
+        "compagnoni",
+        0.007018545341796826
+      ]
+    ],
+    "29": [
+      [
+        "olimpiadi",
+        0.015610243985584252
+      ],
+      [
+        "atleti",
+        0.011183692768486637
+      ],
+      [
+        "sport",
+        0.010790835695125355
+      ],
+      [
+        "metri",
+        0.009623175069710738
+      ],
+      [
+        "gare",
+        0.008257496806891593
+      ],
+      [
+        "et\u00e0",
+        0.007702752326365597
+      ],
+      [
+        "parigi",
+        0.0076003679286248925
+      ],
+      [
+        "medaglie",
+        0.007497947659819765
+      ],
+      [
+        "gunn",
+        0.006746142742259341
+      ],
+      [
+        "agosto",
+        0.0067254702757667244
+      ]
+    ],
+    "30": [
+      [
+        "harris",
+        0.02419032181659358
+      ],
+      [
+        "trump",
+        0.014630357684175877
+      ],
+      [
+        "convention",
+        0.014037599088594218
+      ],
+      [
+        "biden",
+        0.011944329295036448
+      ],
+      [
+        "discorso",
+        0.011243441985018521
+      ],
+      [
+        "kamala",
+        0.009525035563114697
+      ],
+      [
+        "dallas",
+        0.008842517227880327
+      ],
+      [
+        "chicago",
+        0.008540919494480973
+      ],
+      [
+        "presidente",
+        0.008383528771729237
+      ],
+      [
+        "partito",
+        0.008304888134532933
+      ]
+    ],
+    "31": [
+      [
+        "pesce",
+        0.01746340243213847
+      ],
+      [
+        "carne",
+        0.010485677977126137
+      ],
+      [
+        "burger",
+        0.009458880006932461
+      ],
+      [
+        "smash",
+        0.009213257931842309
+      ],
+      [
+        "smash burger",
+        0.008622738465387558
+      ],
+      [
+        "biscotti",
+        0.008220804910555976
+      ],
+      [
+        "scatola",
+        0.00786876564533359
+      ],
+      [
+        "prodotti",
+        0.00781852804830457
+      ],
+      [
+        "riso",
+        0.007603858505896302
+      ],
+      [
+        "pesce scatola",
+        0.007111482032942149
+      ]
+    ],
+    "32": [
+      [
+        "barca",
+        0.025445438468287992
+      ],
+      [
+        "bayesian",
+        0.019127056965235343
+      ],
+      [
+        "lynch",
+        0.018901618036845275
+      ],
+      [
+        "naufragio",
+        0.017543523598323937
+      ],
+      [
+        "equipaggio",
+        0.011778585922999595
+      ],
+      [
+        "barca vela",
+        0.011662671585478856
+      ],
+      [
+        "vela",
+        0.01118198360958927
+      ],
+      [
+        "mare",
+        0.0100161004166452
+      ],
+      [
+        "porticello",
+        0.009845318554213153
+      ],
+      [
+        "bordo",
+        0.00884306393775189
+      ]
+    ],
+    "33": [
+      [
+        "libri",
+        0.03190326575052599
+      ],
+      [
+        "nobel",
+        0.01288772116249223
+      ],
+      [
+        "premio",
+        0.010670465536622759
+      ],
+      [
+        "letteratura",
+        0.008027718178889432
+      ],
+      [
+        "autori",
+        0.008013839175957204
+      ],
+      [
+        "libro",
+        0.007967390008470772
+      ],
+      [
+        "librerie",
+        0.007459517519142252
+      ],
+      [
+        "catalogo",
+        0.007133188206709268
+      ],
+      [
+        "scrittori",
+        0.006580262645829025
+      ],
+      [
+        "festivaletteratura",
+        0.005541493529418093
+      ]
+    ],
+    "34": [
+      [
+        "cravatta",
+        0.02587014556266648
+      ],
+      [
+        "dogg",
+        0.013946153885291586
+      ],
+      [
+        "foto",
+        0.01286584053699866
+      ],
+      [
+        "snoop dogg",
+        0.012818019961193547
+      ],
+      [
+        "snoop",
+        0.012679219121176243
+      ],
+      [
+        "daley",
+        0.009861614872025968
+      ],
+      [
+        "spalti",
+        0.009670366372797211
+      ],
+      [
+        "astray",
+        0.009190014943213379
+      ],
+      [
+        "tom",
+        0.008337737466164525
+      ],
+      [
+        "leader",
+        0.00825518048799502
+      ]
+    ],
+    "35": [
+      [
+        "crowdstrike",
+        0.023179937421400794
+      ],
+      [
+        "windows",
+        0.01718196632004352
+      ],
+      [
+        "informatico",
+        0.01474659437336052
+      ],
+      [
+        "aggiornamento",
+        0.014674397106659767
+      ],
+      [
+        "software",
+        0.014216458649948438
+      ],
+      [
+        "computer",
+        0.013580605494821272
+      ],
+      [
+        "lockbit",
+        0.012762238577727587
+      ],
+      [
+        "guasto",
+        0.012747341042823768
+      ],
+      [
+        "informatici",
+        0.0117154539883757
+      ],
+      [
+        "microsoft",
+        0.011011580528513266
+      ]
+    ],
+    "36": [
+      [
+        "adidas",
+        0.034619954589050386
+      ],
+      [
+        "drop",
+        0.013176650822805148
+      ],
+      [
+        "birkin",
+        0.012652734127105533
+      ],
+      [
+        "strisce",
+        0.010541320658244119
+      ],
+      [
+        "lives matter",
+        0.009352740567913092
+      ],
+      [
+        "azienda",
+        0.009237961551682737
+      ],
+      [
+        "moda",
+        0.009194781040928357
+      ],
+      [
+        "matter",
+        0.009192524433562764
+      ],
+      [
+        "yeezy",
+        0.009119787922385773
+      ],
+      [
+        "lives",
+        0.009119787922385773
+      ]
+    ],
+    "37": [
+      [
+        "vele",
+        0.027419039287617953
+      ],
+      [
+        "vela",
+        0.02022440270171176
+      ],
+      [
+        "vela celeste",
+        0.016461017725165224
+      ],
+      [
+        "crollo",
+        0.015861413089102647
+      ],
+      [
+        "celeste",
+        0.015628022369166977
+      ],
+      [
+        "scampia",
+        0.015094985327547557
+      ],
+      [
+        "comune",
+        0.015036386952419815
+      ],
+      [
+        "napoli",
+        0.011302745213345494
+      ],
+      [
+        "vele scampia",
+        0.010118616978801375
+      ],
+      [
+        "torre",
+        0.009793551696483944
+      ]
+    ],
+    "38": [
+      [
+        "chatgpt",
+        0.023943122509896796
+      ],
+      [
+        "openai",
+        0.021433369284050575
+      ],
+      [
+        "intelligenza",
+        0.011732857614055433
+      ],
+      [
+        "intelligenza artificiale",
+        0.010294103264170205
+      ],
+      [
+        "artificiale",
+        0.010116914371944242
+      ],
+      [
+        "chatbot",
+        0.009960650108447822
+      ],
+      [
+        "editori",
+        0.008905297446510373
+      ],
+      [
+        "sistemi",
+        0.007908727809967235
+      ],
+      [
+        "gpt",
+        0.007799855047990474
+      ],
+      [
+        "utenti",
+        0.006965038720624789
+      ]
+    ],
+    "39": [
+      [
+        "nvidia",
+        0.02058313266228566
+      ],
+      [
+        "nft",
+        0.015350004978954872
+      ],
+      [
+        "settore",
+        0.013102544712110772
+      ],
+      [
+        "azienda",
+        0.012258232598764619
+      ],
+      [
+        "aziende",
+        0.010788550374568395
+      ],
+      [
+        "dollari",
+        0.01019650207246297
+      ],
+      [
+        "intelligenza",
+        0.010174482067305219
+      ],
+      [
+        "intelligenza artificiale",
+        0.01007800652337746
+      ],
+      [
+        "artificiale",
+        0.009904537230725362
+      ],
+      [
+        "chip",
+        0.009043741672309473
+      ]
+    ],
+    "40": [
+      [
+        "ucraina",
+        0.040771017598402626
+      ],
+      [
+        "ucraino",
+        0.03690152666209941
+      ],
+      [
+        "esercito",
+        0.02195671260201354
+      ],
+      [
+        "kursk",
+        0.021665640628605362
+      ],
+      [
+        "russo",
+        0.020856449447896924
+      ],
+      [
+        "regione",
+        0.020619893109584786
+      ],
+      [
+        "esercito ucraino",
+        0.018862465903878602
+      ],
+      [
+        "russi",
+        0.018434128554322606
+      ],
+      [
+        "russia",
+        0.017291209484697954
+      ],
+      [
+        "missili",
+        0.016559020413349525
+      ]
+    ],
+    "41": [
+      [
+        "chanel",
+        0.024100369786731652
+      ],
+      [
+        "valentino",
+        0.02107047696638251
+      ],
+      [
+        "moda",
+        0.013498723477525867
+      ],
+      [
+        "garavani",
+        0.01313690190954969
+      ],
+      [
+        "gucci",
+        0.010565947207594356
+      ],
+      [
+        "piccioli",
+        0.010351813494995626
+      ],
+      [
+        "azienda",
+        0.008678742239957722
+      ],
+      [
+        "viard",
+        0.008424036330660568
+      ],
+      [
+        "michele",
+        0.007619914049850503
+      ],
+      [
+        "giammetti",
+        0.006834675694243416
+      ]
+    ],
+    "42": [
+      [
+        "sole",
+        0.02221771016940299
+      ],
+      [
+        "cielo",
+        0.0165708646970287
+      ],
+      [
+        "eclissi",
+        0.0161272978591779
+      ],
+      [
+        "terra",
+        0.014903190823822647
+      ],
+      [
+        "solare",
+        0.014828328501136107
+      ],
+      [
+        "stelle",
+        0.013686783333632328
+      ],
+      [
+        "costellazioni",
+        0.012712617908889907
+      ],
+      [
+        "stella",
+        0.01024725465409788
+      ],
+      [
+        "meteorite",
+        0.008971994404222042
+      ],
+      [
+        "costellazione",
+        0.008840715930032605
+      ]
+    ],
+    "43": [
+      [
+        "post",
+        0.041379872798665174
+      ],
+      [
+        "spiegate",
+        0.020098501064286917
+      ],
+      [
+        "giornalismo",
+        0.01767623753168692
+      ],
+      [
+        "dicose spiegate",
+        0.016200936806293715
+      ],
+      [
+        "dicose",
+        0.016200936806293715
+      ],
+      [
+        "numero",
+        0.015162823963176605
+      ],
+      [
+        "numero dicose",
+        0.014295087964773598
+      ],
+      [
+        "numero dicose spiegate",
+        0.014295087964773598
+      ],
+      [
+        "librerie",
+        0.013307065156742973
+      ],
+      [
+        "libreria",
+        0.012992737177785658
+      ]
+    ],
+    "44": [
+      [
+        "europea",
+        0.01651505981198097
+      ],
+      [
+        "servizi",
+        0.014551732409881406
+      ],
+      [
+        "unione europea",
+        0.011714704972204303
+      ],
+      [
+        "commissione",
+        0.011416004907598809
+      ],
+      [
+        "piattaforme",
+        0.011130167590790394
+      ],
+      [
+        "unione",
+        0.011014889139950626
+      ],
+      [
+        "aziende",
+        0.010767474413341757
+      ],
+      [
+        "sistemi",
+        0.009806602276224426
+      ],
+      [
+        "utenti",
+        0.009750835252993275
+      ],
+      [
+        "tiktok",
+        0.009714563627623326
+      ]
+    ],
+    "45": [
+      [
+        "sesso",
+        0.011689375592366156
+      ],
+      [
+        "donne",
+        0.011685889842597434
+      ],
+      [
+        "lgbt",
+        0.008871757276093021
+      ],
+      [
+        "genere",
+        0.008739177330844403
+      ],
+      [
+        "victoria secret",
+        0.008567784897788092
+      ],
+      [
+        "secret",
+        0.008451941855269839
+      ],
+      [
+        "victoria",
+        0.008190911199210829
+      ],
+      [
+        "tickle",
+        0.008130752766686337
+      ],
+      [
+        "donna",
+        0.007853406793089887
+      ],
+      [
+        "trans",
+        0.007779464226285676
+      ]
+    ],
+    "46": [
+      [
+        "borse",
+        0.01578688898943082
+      ],
+      [
+        "monete",
+        0.011753624179801029
+      ],
+      [
+        "lusso",
+        0.01058640586116658
+      ],
+      [
+        "pantofole",
+        0.008292386882225743
+      ],
+      [
+        "valore",
+        0.007878888102772468
+      ],
+      [
+        "cosmetici",
+        0.007522629034538272
+      ],
+      [
+        "piana",
+        0.0071613462687195525
+      ],
+      [
+        "euro",
+        0.007154542421892416
+      ],
+      [
+        "vuitton",
+        0.0061121360905623465
+      ],
+      [
+        "comunit\u00e0",
+        0.005928997049046561
+      ]
+    ],
+    "47": [
+      [
+        "von der",
+        0.02655657849817591
+      ],
+      [
+        "der",
+        0.026063137836862812
+      ],
+      [
+        "von",
+        0.025735540091409093
+      ],
+      [
+        "der leyen",
+        0.024766355905789187
+      ],
+      [
+        "von der leyen",
+        0.024766355905789187
+      ],
+      [
+        "leyen",
+        0.024766355905789187
+      ],
+      [
+        "meloni",
+        0.020566890023051336
+      ],
+      [
+        "commissione",
+        0.017122182265998685
+      ],
+      [
+        "europeo",
+        0.01504038277283815
+      ],
+      [
+        "ecr",
+        0.01389861943719879
+      ]
+    ],
+    "48": [
+      [
+        "google",
+        0.0505649957430832
+      ],
+      [
+        "browser",
+        0.019460921590864145
+      ],
+      [
+        "cookie",
+        0.018670545853914654
+      ],
+      [
+        "pubblicit\u00e0",
+        0.017947156189801083
+      ],
+      [
+        "ricerca",
+        0.016526693680421343
+      ],
+      [
+        "online",
+        0.0163068010776761
+      ],
+      [
+        "motore ricerca",
+        0.015197068284647158
+      ],
+      [
+        "motore",
+        0.014663781664546823
+      ],
+      [
+        "siti",
+        0.01307006465155756
+      ],
+      [
+        "utenti",
+        0.011164236846359744
+      ]
+    ],
+    "49": [
+      [
+        "libri",
+        0.022195383230921694
+      ],
+      [
+        "biblioteca",
+        0.017241835547907952
+      ],
+      [
+        "library",
+        0.009942289727484534
+      ],
+      [
+        "biblioteche",
+        0.008102362460897313
+      ],
+      [
+        "lugo",
+        0.008000820333607064
+      ],
+      [
+        "orwell",
+        0.007420001981838927
+      ],
+      [
+        "archivio",
+        0.006944888489738396
+      ],
+      [
+        "swartz",
+        0.0066974072780264845
+      ],
+      [
+        "libro",
+        0.006227497546902559
+      ],
+      [
+        "accesso",
+        0.006076678694348365
+      ]
+    ],
+    "50": [
+      [
+        "italia",
+        0.020090139298935345
+      ],
+      [
+        "migranti",
+        0.01708981594812796
+      ],
+      [
+        "cittadinanza",
+        0.01382367106556169
+      ],
+      [
+        "cittadinanza italiana",
+        0.010184479573495636
+      ],
+      [
+        "albania",
+        0.010125090669554847
+      ],
+      [
+        "centri",
+        0.0099661489568686
+      ],
+      [
+        "accoglienza",
+        0.009706918093638037
+      ],
+      [
+        "frontiera",
+        0.009647878786753331
+      ],
+      [
+        "commissione",
+        0.009554710164076696
+      ],
+      [
+        "controlli",
+        0.009478503997506374
+      ]
+    ],
+    "51": [
+      [
+        "libro",
+        0.022862128125452956
+      ],
+      [
+        "moehringer",
+        0.016822611267740633
+      ],
+      [
+        "harry",
+        0.014165912948219601
+      ],
+      [
+        "winfrey",
+        0.013842689717529078
+      ],
+      [
+        "libri",
+        0.013043775339821028
+      ],
+      [
+        "goodreads",
+        0.009358813576613976
+      ],
+      [
+        "dederer",
+        0.008669211089384635
+      ],
+      [
+        "autore",
+        0.008212415126486164
+      ],
+      [
+        "amazon",
+        0.008107327415588058
+      ],
+      [
+        "recensioni",
+        0.007386285793938605
+      ]
+    ],
+    "52": [
+      [
+        "linguaggio",
+        0.012381721623091684
+      ],
+      [
+        "mito",
+        0.010522820612741417
+      ],
+      [
+        "antartide",
+        0.00898015251247546
+      ],
+      [
+        "lingua",
+        0.008796322587784029
+      ],
+      [
+        "comune",
+        0.007587731287389651
+      ],
+      [
+        "pensiero",
+        0.007519882011548162
+      ],
+      [
+        "senso",
+        0.007320462877566434
+      ],
+      [
+        "storia",
+        0.007070224823434939
+      ],
+      [
+        "mitologia",
+        0.00692432528256912
+      ],
+      [
+        "lingue",
+        0.006851874621376152
+      ]
+    ],
+    "53": [
+      [
+        "altman",
+        0.06968580724300937
+      ],
+      [
+        "openai",
+        0.053909386355073724
+      ],
+      [
+        "microsoft",
+        0.02594102403879554
+      ],
+      [
+        "amministrazione",
+        0.024620456242728052
+      ],
+      [
+        "intelligenza",
+        0.02070887778597089
+      ],
+      [
+        "intelligenza artificiale",
+        0.01863160869868102
+      ],
+      [
+        "artificiale",
+        0.018310909166046885
+      ],
+      [
+        "azienda",
+        0.01828346557103875
+      ],
+      [
+        "sutskever",
+        0.017848238835207298
+      ],
+      [
+        "sam",
+        0.01595968452094668
+      ]
+    ],
+    "54": [
+      [
+        "lega",
+        0.021764710008900838
+      ],
+      [
+        "fratelli",
+        0.014198900160283568
+      ],
+      [
+        "fratelli italia",
+        0.01408376307714008
+      ],
+      [
+        "italia",
+        0.013599848830571208
+      ],
+      [
+        "salvini",
+        0.012525516056572735
+      ],
+      [
+        "impianti",
+        0.0099059088558702
+      ],
+      [
+        "rai",
+        0.008657774162177233
+      ],
+      [
+        "partito",
+        0.008525107874610584
+      ],
+      [
+        "vannacci",
+        0.008513261942605134
+      ],
+      [
+        "ferdinandi",
+        0.007593077395803605
+      ]
+    ],
+    "55": [
+      [
+        "tesla",
+        0.03553670329398717
+      ],
+      [
+        "musk",
+        0.019292011457680412
+      ],
+      [
+        "cybertruck",
+        0.01858507063553106
+      ],
+      [
+        "auto",
+        0.01756762149984082
+      ],
+      [
+        "model",
+        0.014328318504340751
+      ],
+      [
+        "elettriche",
+        0.013945505257471678
+      ],
+      [
+        "azienda",
+        0.013920744278131508
+      ],
+      [
+        "prezzo",
+        0.01226603320630216
+      ],
+      [
+        "mercato",
+        0.01203617742960347
+      ],
+      [
+        "dollari",
+        0.010215074935982938
+      ]
+    ],
+    "56": [
+      [
+        "film",
+        0.028563751265524462
+      ],
+      [
+        "vescica",
+        0.026140033348567956
+      ],
+      [
+        "shyamalan",
+        0.012229447413640855
+      ],
+      [
+        "scorsese",
+        0.011510299764631273
+      ],
+      [
+        "roth",
+        0.011336343468045133
+      ],
+      [
+        "gump",
+        0.010783581427711995
+      ],
+      [
+        "smith",
+        0.010120763133691051
+      ],
+      [
+        "urina",
+        0.009927315466469178
+      ],
+      [
+        "sequel",
+        0.008313318543233097
+      ],
+      [
+        "francesca",
+        0.006872756861401739
+      ]
+    ],
+    "57": [
+      [
+        "mercato",
+        0.01761461614751695
+      ],
+      [
+        "auto",
+        0.015908583074793287
+      ],
+      [
+        "dazi",
+        0.01530130757482385
+      ],
+      [
+        "euro",
+        0.01517983890038094
+      ],
+      [
+        "cina",
+        0.015047308473930095
+      ],
+      [
+        "veicoli",
+        0.013229055882033486
+      ],
+      [
+        "elettrici",
+        0.013216686637683503
+      ],
+      [
+        "cinesi",
+        0.011638910745462328
+      ],
+      [
+        "cinese",
+        0.011188849753204106
+      ],
+      [
+        "elettriche",
+        0.010342330312975438
+      ]
+    ],
+    "58": [
+      [
+        "bergamo",
+        0.014375930144205943
+      ],
+      [
+        "treni",
+        0.012722041937453755
+      ],
+      [
+        "lavori",
+        0.011891022168889804
+      ],
+      [
+        "alta",
+        0.011375162191036247
+      ],
+      [
+        "turismo",
+        0.010342130736912456
+      ],
+      [
+        "turisti",
+        0.01031610941167928
+      ],
+      [
+        "gjader",
+        0.010289677078521787
+      ],
+      [
+        "alta velocit\u00e0",
+        0.008972020963471192
+      ],
+      [
+        "shengjin",
+        0.00850815905181839
+      ],
+      [
+        "velocit\u00e0",
+        0.008120779550658095
+      ]
+    ],
+    "59": [
+      [
+        "verona",
+        0.024396414128748878
+      ],
+      [
+        "sogliano",
+        0.02160061453932887
+      ],
+      [
+        "squadra",
+        0.020956796222881966
+      ],
+      [
+        "atalanta",
+        0.01894861900695957
+      ],
+      [
+        "calciatori",
+        0.017216434734488063
+      ],
+      [
+        "mclaren",
+        0.017053116741575423
+      ],
+      [
+        "squadre",
+        0.015574412943014617
+      ],
+      [
+        "serie",
+        0.012908860364391414
+      ],
+      [
+        "real",
+        0.011982010582816366
+      ],
+      [
+        "league",
+        0.01114243224201782
+      ]
+    ],
+    "60": [
+      [
+        "poga\u010dar",
+        0.03675667954809865
+      ],
+      [
+        "tour",
+        0.033432638476397936
+      ],
+      [
+        "de france",
+        0.025199775461137133
+      ],
+      [
+        "tour de france",
+        0.02458631228970532
+      ],
+      [
+        "tour de",
+        0.02458631228970532
+      ],
+      [
+        "france",
+        0.02396916195754089
+      ],
+      [
+        "tappa",
+        0.02212156574979813
+      ],
+      [
+        "de",
+        0.02159856623971346
+      ],
+      [
+        "corsa",
+        0.019965336207808635
+      ],
+      [
+        "vingegaard",
+        0.0182729100288143
+      ]
+    ],
+    "61": [
+      [
+        "natale",
+        0.03469967888315211
+      ],
+      [
+        "calendario",
+        0.01571667094624118
+      ],
+      [
+        "regali",
+        0.012634206358989208
+      ],
+      [
+        "dicembre",
+        0.011551403305684493
+      ],
+      [
+        "magi",
+        0.009937211333255204
+      ],
+      [
+        "cristiani",
+        0.00861224982215451
+      ],
+      [
+        "ges\u00f9",
+        0.008332450679382826
+      ],
+      [
+        "25 dicembre",
+        0.008292705104169167
+      ],
+      [
+        "amazon ibsebookdealer",
+        0.007141017838723893
+      ],
+      [
+        "ibsebookdealer",
+        0.007141017838723893
+      ]
+    ],
+    "62": [
+      [
+        "vino",
+        0.029659456515517248
+      ],
+      [
+        "vini",
+        0.020403684663950084
+      ],
+      [
+        "matcha",
+        0.019104855039534425
+      ],
+      [
+        "t\u00e8",
+        0.014539541233963706
+      ],
+      [
+        "birra",
+        0.01382185090138554
+      ],
+      [
+        "moutai",
+        0.0136716692369743
+      ],
+      [
+        "cocktail",
+        0.012409804921020095
+      ],
+      [
+        "prezzo",
+        0.0116506093949133
+      ],
+      [
+        "bottiglia",
+        0.011486739235645754
+      ],
+      [
+        "bevanda",
+        0.009229317525837201
+      ]
+    ],
+    "63": [
+      [
+        "partito",
+        0.016845384178212266
+      ],
+      [
+        "elezioni",
+        0.015013256450400731
+      ],
+      [
+        "afd",
+        0.013350488597156603
+      ],
+      [
+        "turingia",
+        0.010462172536370695
+      ],
+      [
+        "italia",
+        0.010437570173037768
+      ],
+      [
+        "risultato",
+        0.010245705598526143
+      ],
+      [
+        "europee",
+        0.010112300249040716
+      ],
+      [
+        "destra",
+        0.009638064285301883
+      ],
+      [
+        "schlein",
+        0.009550359087156901
+      ],
+      [
+        "pd",
+        0.009448939283822774
+      ]
+    ],
+    "64": [
+      [
+        "hauser",
+        0.017147514488181602
+      ],
+      [
+        "polizia",
+        0.016532192606613594
+      ],
+      [
+        "stazzema",
+        0.015120194111135807
+      ],
+      [
+        "sant anna",
+        0.014986364638212102
+      ],
+      [
+        "sant",
+        0.013846399980166717
+      ],
+      [
+        "svedesi",
+        0.01253403330065894
+      ],
+      [
+        "bande",
+        0.012475344600156363
+      ],
+      [
+        "anna stazzema",
+        0.011990783463722877
+      ],
+      [
+        "sant anna stazzema",
+        0.011990783463722877
+      ],
+      [
+        "anna",
+        0.011765938183655459
+      ]
+    ],
+    "65": [
+      [
+        "numeri casuali",
+        0.01216279855910232
+      ],
+      [
+        "casuali",
+        0.012115595256139868
+      ],
+      [
+        "numeri",
+        0.011373865478813057
+      ],
+      [
+        "garavaglia",
+        0.010566433662034738
+      ],
+      [
+        "italia",
+        0.008404638671445195
+      ],
+      [
+        "meloni",
+        0.008354344405169564
+      ],
+      [
+        "casuale",
+        0.008192666303938664
+      ],
+      [
+        "casualit\u00e0",
+        0.007686397512409836
+      ],
+      [
+        "ristorante",
+        0.0068528847650296335
+      ],
+      [
+        "commissione",
+        0.006687588244331408
+      ]
+    ],
+    "66": [
+      [
+        "philo",
+        0.02004189949525619
+      ],
+      [
+        "skims",
+        0.01971704365885601
+      ],
+      [
+        "marchio",
+        0.01584742514057014
+      ],
+      [
+        "moda",
+        0.013811300786859097
+      ],
+      [
+        "collezione",
+        0.012707263703148558
+      ],
+      [
+        "demna",
+        0.011951931732488204
+      ],
+      [
+        "kardashian",
+        0.01135954362158708
+      ],
+      [
+        "intimo",
+        0.009972035842366339
+      ],
+      [
+        "kim",
+        0.009497829756139633
+      ],
+      [
+        "kim kardashian",
+        0.00890081712257478
+      ]
+    ],
+    "67": [
+      [
+        "lavastoviglie",
+        0.03183250129626468
+      ],
+      [
+        "lavaggio",
+        0.024690452177780334
+      ],
+      [
+        "acqua",
+        0.021326751351457243
+      ],
+      [
+        "piatti",
+        0.01549459809901709
+      ],
+      [
+        "stoviglie",
+        0.015057964967250977
+      ],
+      [
+        "cestello",
+        0.013691952120544247
+      ],
+      [
+        "vasca",
+        0.01122138131868305
+      ],
+      [
+        "sciroppo",
+        0.010447941447742208
+      ],
+      [
+        "aesop",
+        0.009873604231291487
+      ],
+      [
+        "residui",
+        0.008489758477478182
+      ]
+    ]
+  },
+  "topics": [
+    9,
+    -1,
+    1,
+    28,
+    9,
+    1,
+    32,
+    32,
+    -1,
+    -1,
+    24,
+    9,
+    -1,
+    32,
+    -1,
+    1,
+    32,
+    1,
+    24,
+    -1,
+    9,
+    -1,
+    32,
+    37,
+    9,
+    32,
+    32,
+    -1,
+    8,
+    32,
+    24,
+    37,
+    32,
+    1,
+    32,
+    28,
+    -1,
+    6,
+    9,
+    50,
+    37,
+    1,
+    5,
+    1,
+    9,
+    1,
+    0,
+    -1,
+    35,
+    5,
+    64,
+    58,
+    1,
+    28,
+    1,
+    64,
+    1,
+    0,
+    24,
+    -1,
+    -1,
+    -1,
+    -1,
+    37,
+    37,
+    9,
+    58,
+    0,
+    -1,
+    12,
+    4,
+    1,
+    1,
+    0,
+    9,
+    58,
+    54,
+    37,
+    6,
+    1,
+    -1,
+    24,
+    0,
+    50,
+    9,
+    37,
+    -1,
+    37,
+    9,
+    9,
+    9,
+    58,
+    1,
+    0,
+    16,
+    6,
+    17,
+    50,
+    -1,
+    6,
+    6,
+    58,
+    -1,
+    1,
+    -1,
+    37,
+    45,
+    9,
+    -1,
+    19,
+    -1,
+    9,
+    37,
+    -1,
+    -1,
+    -1,
+    9,
+    -1,
+    9,
+    24,
+    35,
+    -1,
+    37,
+    9,
+    50,
+    0,
+    12,
+    28,
+    17,
+    9,
+    6,
+    28,
+    -1,
+    57,
+    17,
+    1,
+    -1,
+    -1,
+    42,
+    1,
+    12,
+    1,
+    0,
+    -1,
+    45,
+    40,
+    1,
+    12,
+    -1,
+    -1,
+    12,
+    40,
+    63,
+    -1,
+    -1,
+    0,
+    30,
+    -1,
+    3,
+    31,
+    12,
+    40,
+    9,
+    0,
+    -1,
+    0,
+    5,
+    12,
+    -1,
+    12,
+    25,
+    47,
+    12,
+    64,
+    30,
+    45,
+    12,
+    -1,
+    -1,
+    40,
+    31,
+    1,
+    28,
+    30,
+    45,
+    63,
+    47,
+    12,
+    32,
+    3,
+    -1,
+    -1,
+    -1,
+    30,
+    12,
+    -1,
+    9,
+    1,
+    0,
+    40,
+    12,
+    30,
+    64,
+    50,
+    9,
+    -1,
+    40,
+    -1,
+    30,
+    -1,
+    64,
+    -1,
+    40,
+    30,
+    -1,
+    30,
+    12,
+    -1,
+    1,
+    26,
+    -1,
+    -1,
+    -1,
+    30,
+    45,
+    40,
+    0,
+    -1,
+    12,
+    -1,
+    40,
+    12,
+    -1,
+    2,
+    12,
+    17,
+    65,
+    6,
+    17,
+    17,
+    50,
+    1,
+    3,
+    26,
+    6,
+    54,
+    -1,
+    17,
+    -1,
+    17,
+    9,
+    -1,
+    -1,
+    17,
+    26,
+    -1,
+    17,
+    -1,
+    6,
+    47,
+    54,
+    47,
+    6,
+    3,
+    -1,
+    54,
+    67,
+    -1,
+    47,
+    -1,
+    17,
+    47,
+    47,
+    17,
+    17,
+    3,
+    3,
+    -1,
+    -1,
+    3,
+    3,
+    6,
+    6,
+    6,
+    47,
+    6,
+    9,
+    -1,
+    -1,
+    3,
+    65,
+    -1,
+    54,
+    3,
+    3,
+    3,
+    17,
+    3,
+    -1,
+    3,
+    -1,
+    3,
+    63,
+    63,
+    -1,
+    63,
+    -1,
+    3,
+    3,
+    3,
+    -1,
+    58,
+    -1,
+    -1,
+    -1,
+    -1,
+    54,
+    4,
+    3,
+    -1,
+    3,
+    6,
+    63,
+    6,
+    24,
+    -1,
+    -1,
+    -1,
+    3,
+    -1,
+    6,
+    -1,
+    6,
+    58,
+    6,
+    6,
+    -1,
+    -1,
+    24,
+    -1,
+    3,
+    65,
+    -1,
+    26,
+    9,
+    47,
+    9,
+    -1,
+    26,
+    3,
+    50,
+    17,
+    17,
+    50,
+    17,
+    -1,
+    -1,
+    3,
+    3,
+    -1,
+    3,
+    54,
+    -1,
+    17,
+    4,
+    6,
+    3,
+    3,
+    3,
+    3,
+    3,
+    17,
+    40,
+    3,
+    -1,
+    17,
+    -1,
+    -1,
+    -1,
+    26,
+    26,
+    -1,
+    -1,
+    24,
+    65,
+    -1,
+    8,
+    6,
+    6,
+    20,
+    48,
+    20,
+    5,
+    35,
+    1,
+    35,
+    35,
+    35,
+    13,
+    -1,
+    4,
+    -1,
+    20,
+    11,
+    4,
+    55,
+    -1,
+    11,
+    0,
+    -1,
+    -1,
+    38,
+    20,
+    38,
+    -1,
+    38,
+    48,
+    -1,
+    11,
+    11,
+    2,
+    25,
+    16,
+    16,
+    11,
+    67,
+    14,
+    20,
+    11,
+    -1,
+    -1,
+    20,
+    16,
+    11,
+    -1,
+    53,
+    11,
+    -1,
+    11,
+    39,
+    35,
+    16,
+    25,
+    39,
+    14,
+    -1,
+    4,
+    11,
+    20,
+    6,
+    11,
+    14,
+    11,
+    14,
+    35,
+    -1,
+    11,
+    13,
+    -1,
+    4,
+    35,
+    -1,
+    39,
+    44,
+    8,
+    53,
+    53,
+    53,
+    53,
+    53,
+    53,
+    20,
+    11,
+    -1,
+    -1,
+    -1,
+    39,
+    14,
+    -1,
+    1,
+    14,
+    -1,
+    20,
+    20,
+    39,
+    11,
+    -1,
+    4,
+    48,
+    -1,
+    13,
+    -1,
+    55,
+    -1,
+    39,
+    16,
+    20,
+    20,
+    20,
+    -1,
+    1,
+    67,
+    -1,
+    -1,
+    13,
+    -1,
+    35,
+    14,
+    11,
+    -1,
+    57,
+    44,
+    -1,
+    14,
+    16,
+    11,
+    14,
+    20,
+    4,
+    -1,
+    38,
+    39,
+    31,
+    18,
+    13,
+    11,
+    18,
+    0,
+    38,
+    -1,
+    -1,
+    -1,
+    -1,
+    16,
+    -1,
+    -1,
+    11,
+    13,
+    11,
+    14,
+    35,
+    30,
+    48,
+    35,
+    16,
+    32,
+    20,
+    -1,
+    -1,
+    -1,
+    -1,
+    13,
+    -1,
+    -1,
+    -1,
+    18,
+    38,
+    -1,
+    48,
+    44,
+    -1,
+    38,
+    20,
+    20,
+    -1,
+    44,
+    -1,
+    14,
+    48,
+    20,
+    13,
+    -1,
+    38,
+    38,
+    -1,
+    44,
+    13,
+    18,
+    48,
+    -1,
+    20,
+    16,
+    38,
+    23,
+    48,
+    16,
+    39,
+    13,
+    18,
+    16,
+    -1,
+    49,
+    12,
+    -1,
+    51,
+    44,
+    -1,
+    -1,
+    -1,
+    23,
+    -1,
+    48,
+    -1,
+    -1,
+    13,
+    -1,
+    1,
+    13,
+    56,
+    -1,
+    14,
+    16,
+    12,
+    -1,
+    12,
+    16,
+    14,
+    1,
+    16,
+    18,
+    16,
+    30,
+    16,
+    33,
+    16,
+    18,
+    44,
+    19,
+    1,
+    0,
+    13,
+    18,
+    13,
+    -1,
+    13,
+    -1,
+    6,
+    16,
+    13,
+    16,
+    -1,
+    15,
+    13,
+    13,
+    -1,
+    -1,
+    -1,
+    44,
+    18,
+    -1,
+    -1,
+    13,
+    13,
+    16,
+    13,
+    0,
+    25,
+    -1,
+    0,
+    25,
+    0,
+    0,
+    0,
+    0,
+    64,
+    4,
+    0,
+    0,
+    42,
+    1,
+    25,
+    4,
+    0,
+    4,
+    38,
+    42,
+    4,
+    55,
+    0,
+    -1,
+    0,
+    -1,
+    0,
+    52,
+    1,
+    1,
+    -1,
+    0,
+    1,
+    4,
+    1,
+    56,
+    0,
+    42,
+    0,
+    0,
+    0,
+    1,
+    -1,
+    0,
+    -1,
+    0,
+    4,
+    42,
+    1,
+    31,
+    42,
+    0,
+    0,
+    25,
+    0,
+    0,
+    0,
+    4,
+    0,
+    0,
+    0,
+    25,
+    52,
+    4,
+    -1,
+    29,
+    0,
+    0,
+    0,
+    0,
+    0,
+    4,
+    1,
+    -1,
+    -1,
+    -1,
+    0,
+    0,
+    0,
+    4,
+    0,
+    -1,
+    -1,
+    25,
+    0,
+    25,
+    0,
+    1,
+    -1,
+    0,
+    0,
+    0,
+    1,
+    1,
+    4,
+    0,
+    0,
+    -1,
+    -1,
+    0,
+    -1,
+    1,
+    25,
+    0,
+    0,
+    4,
+    0,
+    42,
+    42,
+    1,
+    -1,
+    4,
+    1,
+    25,
+    0,
+    0,
+    -1,
+    -1,
+    0,
+    1,
+    0,
+    14,
+    42,
+    0,
+    -1,
+    0,
+    -1,
+    4,
+    42,
+    -1,
+    52,
+    25,
+    0,
+    0,
+    0,
+    25,
+    4,
+    0,
+    -1,
+    0,
+    4,
+    0,
+    0,
+    28,
+    0,
+    0,
+    1,
+    0,
+    0,
+    25,
+    4,
+    -1,
+    -1,
+    0,
+    25,
+    0,
+    0,
+    25,
+    1,
+    1,
+    1,
+    0,
+    0,
+    31,
+    -1,
+    0,
+    1,
+    0,
+    26,
+    1,
+    0,
+    15,
+    4,
+    0,
+    0,
+    4,
+    0,
+    4,
+    -1,
+    0,
+    0,
+    0,
+    -1,
+    19,
+    11,
+    56,
+    -1,
+    -1,
+    -1,
+    14,
+    19,
+    19,
+    52,
+    19,
+    -1,
+    19,
+    18,
+    -1,
+    28,
+    14,
+    1,
+    -1,
+    18,
+    49,
+    -1,
+    18,
+    -1,
+    2,
+    19,
+    -1,
+    34,
+    -1,
+    1,
+    -1,
+    28,
+    -1,
+    -1,
+    1,
+    28,
+    22,
+    62,
+    0,
+    29,
+    -1,
+    34,
+    2,
+    34,
+    -1,
+    56,
+    31,
+    -1,
+    34,
+    45,
+    0,
+    -1,
+    18,
+    10,
+    -1,
+    0,
+    10,
+    28,
+    29,
+    10,
+    -1,
+    14,
+    5,
+    19,
+    14,
+    0,
+    10,
+    33,
+    -1,
+    31,
+    10,
+    0,
+    -1,
+    10,
+    30,
+    1,
+    -1,
+    -1,
+    -1,
+    36,
+    -1,
+    34,
+    10,
+    29,
+    19,
+    31,
+    10,
+    5,
+    10,
+    46,
+    65,
+    2,
+    15,
+    -1,
+    31,
+    34,
+    2,
+    19,
+    10,
+    0,
+    10,
+    -1,
+    45,
+    19,
+    31,
+    4,
+    10,
+    -1,
+    2,
+    14,
+    34,
+    -1,
+    19,
+    28,
+    10,
+    0,
+    10,
+    28,
+    -1,
+    10,
+    19,
+    -1,
+    15,
+    18,
+    10,
+    31,
+    -1,
+    18,
+    10,
+    -1,
+    1,
+    -1,
+    62,
+    10,
+    3,
+    52,
+    19,
+    62,
+    56,
+    19,
+    14,
+    15,
+    28,
+    2,
+    -1,
+    10,
+    -1,
+    28,
+    -1,
+    10,
+    14,
+    -1,
+    10,
+    -1,
+    14,
+    -1,
+    -1,
+    -1,
+    11,
+    -1,
+    34,
+    56,
+    -1,
+    34,
+    10,
+    10,
+    2,
+    19,
+    -1,
+    10,
+    -1,
+    19,
+    56,
+    8,
+    -1,
+    55,
+    8,
+    -1,
+    62,
+    8,
+    8,
+    -1,
+    26,
+    8,
+    8,
+    23,
+    39,
+    8,
+    -1,
+    8,
+    8,
+    -1,
+    -1,
+    -1,
+    3,
+    57,
+    44,
+    -1,
+    24,
+    8,
+    24,
+    26,
+    -1,
+    24,
+    -1,
+    57,
+    8,
+    -1,
+    57,
+    8,
+    24,
+    -1,
+    -1,
+    6,
+    57,
+    8,
+    24,
+    -1,
+    62,
+    -1,
+    26,
+    26,
+    -1,
+    26,
+    -1,
+    -1,
+    6,
+    46,
+    55,
+    13,
+    -1,
+    4,
+    55,
+    6,
+    6,
+    8,
+    6,
+    -1,
+    8,
+    26,
+    0,
+    67,
+    -1,
+    -1,
+    -1,
+    39,
+    8,
+    -1,
+    24,
+    -1,
+    8,
+    0,
+    -1,
+    -1,
+    8,
+    -1,
+    39,
+    8,
+    3,
+    -1,
+    8,
+    -1,
+    44,
+    8,
+    -1,
+    -1,
+    -1,
+    26,
+    -1,
+    57,
+    -1,
+    15,
+    24,
+    -1,
+    -1,
+    24,
+    55,
+    32,
+    62,
+    -1,
+    -1,
+    26,
+    8,
+    -1,
+    8,
+    8,
+    1,
+    8,
+    59,
+    29,
+    5,
+    -1,
+    27,
+    27,
+    5,
+    -1,
+    -1,
+    -1,
+    5,
+    60,
+    5,
+    27,
+    59,
+    5,
+    27,
+    4,
+    27,
+    27,
+    5,
+    59,
+    60,
+    27,
+    -1,
+    59,
+    -1,
+    -1,
+    59,
+    27,
+    -1,
+    59,
+    -1,
+    -1,
+    -1,
+    34,
+    29,
+    29,
+    22,
+    5,
+    22,
+    21,
+    -1,
+    21,
+    22,
+    21,
+    5,
+    -1,
+    5,
+    21,
+    -1,
+    29,
+    21,
+    -1,
+    21,
+    29,
+    -1,
+    -1,
+    22,
+    22,
+    22,
+    -1,
+    29,
+    -1,
+    -1,
+    -1,
+    21,
+    -1,
+    5,
+    21,
+    21,
+    1,
+    34,
+    5,
+    22,
+    22,
+    27,
+    22,
+    27,
+    -1,
+    21,
+    27,
+    -1,
+    29,
+    -1,
+    -1,
+    22,
+    60,
+    21,
+    21,
+    27,
+    -1,
+    27,
+    29,
+    -1,
+    -1,
+    21,
+    5,
+    22,
+    -1,
+    5,
+    -1,
+    21,
+    4,
+    21,
+    21,
+    -1,
+    1,
+    5,
+    22,
+    -1,
+    22,
+    5,
+    22,
+    21,
+    21,
+    -1,
+    5,
+    5,
+    21,
+    5,
+    29,
+    5,
+    5,
+    29,
+    22,
+    5,
+    -1,
+    5,
+    5,
+    -1,
+    60,
+    -1,
+    22,
+    29,
+    59,
+    60,
+    60,
+    5,
+    -1,
+    5,
+    5,
+    -1,
+    -1,
+    22,
+    -1,
+    60,
+    -1,
+    18,
+    -1,
+    23,
+    5,
+    -1,
+    -1,
+    36,
+    7,
+    -1,
+    7,
+    36,
+    -1,
+    -1,
+    41,
+    41,
+    -1,
+    7,
+    15,
+    15,
+    15,
+    15,
+    -1,
+    27,
+    2,
+    36,
+    31,
+    7,
+    12,
+    41,
+    41,
+    41,
+    36,
+    41,
+    -1,
+    -1,
+    46,
+    -1,
+    15,
+    2,
+    7,
+    23,
+    -1,
+    15,
+    23,
+    -1,
+    23,
+    -1,
+    66,
+    -1,
+    66,
+    23,
+    41,
+    15,
+    66,
+    41,
+    -1,
+    23,
+    7,
+    -1,
+    7,
+    -1,
+    7,
+    66,
+    -1,
+    23,
+    7,
+    -1,
+    27,
+    27,
+    46,
+    23,
+    -1,
+    15,
+    -1,
+    46,
+    36,
+    -1,
+    7,
+    -1,
+    67,
+    36,
+    7,
+    36,
+    -1,
+    23,
+    36,
+    2,
+    7,
+    -1,
+    -1,
+    7,
+    41,
+    7,
+    -1,
+    36,
+    7,
+    -1,
+    15,
+    -1,
+    36,
+    -1,
+    2,
+    -1,
+    2,
+    46,
+    23,
+    7,
+    34,
+    -1,
+    -1,
+    -1,
+    7,
+    15,
+    -1,
+    -1,
+    7,
+    15,
+    15,
+    15,
+    46,
+    2,
+    15,
+    2,
+    7,
+    -1,
+    -1,
+    7,
+    7,
+    45,
+    23,
+    11,
+    -1,
+    -1,
+    15,
+    7,
+    66,
+    -1,
+    -1,
+    7,
+    7,
+    -1,
+    23,
+    -1,
+    7,
+    -1,
+    30,
+    7,
+    41,
+    -1,
+    -1,
+    -1,
+    46,
+    23,
+    23,
+    7,
+    -1,
+    -1,
+    -1,
+    33,
+    -1,
+    2,
+    2,
+    -1,
+    -1,
+    -1,
+    49,
+    2,
+    -1,
+    1,
+    2,
+    2,
+    -1,
+    1,
+    -1,
+    2,
+    2,
+    33,
+    2,
+    2,
+    7,
+    43,
+    -1,
+    -1,
+    49,
+    2,
+    2,
+    43,
+    2,
+    49,
+    2,
+    43,
+    -1,
+    31,
+    2,
+    45,
+    51,
+    43,
+    -1,
+    49,
+    -1,
+    2,
+    2,
+    33,
+    2,
+    51,
+    33,
+    2,
+    2,
+    2,
+    18,
+    -1,
+    33,
+    2,
+    43,
+    43,
+    2,
+    -1,
+    -1,
+    2,
+    2,
+    -1,
+    43,
+    51,
+    -1,
+    49,
+    18,
+    -1,
+    49,
+    -1,
+    61,
+    61,
+    61,
+    2,
+    51,
+    -1,
+    33,
+    -1,
+    -1,
+    30,
+    0,
+    61,
+    -1,
+    61,
+    -1,
+    2,
+    2,
+    -1,
+    18,
+    -1,
+    -1,
+    61,
+    1,
+    -1,
+    46,
+    -1,
+    12,
+    2,
+    -1,
+    51,
+    2,
+    -1,
+    51,
+    -1,
+    33,
+    -1,
+    18,
+    33,
+    33,
+    52,
+    2,
+    2,
+    1,
+    12,
+    -1,
+    -1,
+    -1,
+    43,
+    33,
+    7,
+    -1,
+    -1,
+    2,
+    -1,
+    -1,
+    43,
+    45,
+    2,
+    -1,
+    2,
+    -1,
+    -1,
+    -1,
+    2,
+    2,
+    19,
+    -1,
+    -1,
+    2,
+    2,
+    -1,
+    -1,
+    -1,
+    -1,
+    2,
+    2,
+    1,
+    -1,
+    -1,
+    -1,
+    49,
+    2,
+    43,
+    2,
+    -1,
+    2,
+    52,
+    -1,
+    51,
+    -1,
+    -1,
+    2,
+    2,
+    -1,
+    33,
+    -1,
+    2,
+    1,
+    -1,
+    31
+  ],
+  "topic_sizes": {
+    "9": 26,
+    "-1": 439,
+    "1": 65,
+    "28": 15,
+    "32": 13,
+    "24": 17,
+    "37": 11,
+    "8": 28,
+    "6": 30,
+    "50": 8,
+    "5": 33,
+    "0": 104,
+    "35": 12,
+    "64": 6,
+    "58": 7,
+    "12": 23,
+    "4": 33,
+    "54": 7,
+    "16": 21,
+    "17": 20,
+    "45": 10,
+    "19": 19,
+    "57": 7,
+    "42": 10,
+    "40": 10,
+    "63": 6,
+    "30": 14,
+    "3": 35,
+    "31": 14,
+    "25": 17,
+    "47": 9,
+    "26": 16,
+    "2": 62,
+    "65": 5,
+    "67": 5,
+    "20": 19,
+    "48": 9,
+    "13": 22,
+    "11": 23,
+    "55": 7,
+    "38": 11,
+    "14": 22,
+    "53": 7,
+    "39": 11,
+    "44": 10,
+    "18": 20,
+    "23": 17,
+    "49": 9,
+    "51": 8,
+    "56": 7,
+    "33": 13,
+    "15": 21,
+    "52": 7,
+    "29": 15,
+    "34": 12,
+    "22": 18,
+    "62": 6,
+    "10": 24,
+    "36": 11,
+    "46": 9,
+    "59": 7,
+    "27": 16,
+    "60": 7,
+    "21": 19,
+    "7": 29,
+    "41": 10,
+    "66": 5,
+    "43": 10,
+    "61": 6
+  },
+  "topic_mapper": [
+    [
+      -1,
+      -1,
+      -1
+    ],
+    [
+      0,
+      0,
+      10
+    ],
+    [
+      1,
+      1,
+      40
+    ],
+    [
+      2,
+      2,
+      30
+    ],
+    [
+      3,
+      3,
+      12
+    ],
+    [
+      4,
+      4,
+      34
+    ],
+    [
+      5,
+      5,
+      60
+    ],
+    [
+      6,
+      6,
+      13
+    ],
+    [
+      7,
+      7,
+      27
+    ],
+    [
+      8,
+      8,
+      5
+    ],
+    [
+      9,
+      9,
+      29
+    ],
+    [
+      10,
+      10,
+      59
+    ],
+    [
+      11,
+      11,
+      22
+    ],
+    [
+      12,
+      12,
+      21
+    ],
+    [
+      13,
+      13,
+      45
+    ],
+    [
+      14,
+      14,
+      23
+    ],
+    [
+      15,
+      15,
+      25
+    ],
+    [
+      16,
+      16,
+      42
+    ],
+    [
+      17,
+      17,
+      18
+    ],
+    [
+      18,
+      18,
+      41
+    ],
+    [
+      19,
+      19,
+      4
+    ],
+    [
+      20,
+      20,
+      55
+    ],
+    [
+      21,
+      21,
+      39
+    ],
+    [
+      22,
+      22,
+      19
+    ],
+    [
+      23,
+      23,
+      67
+    ],
+    [
+      24,
+      24,
+      11
+    ],
+    [
+      25,
+      25,
+      31
+    ],
+    [
+      26,
+      26,
+      62
+    ],
+    [
+      27,
+      27,
+      35
+    ],
+    [
+      28,
+      28,
+      14
+    ],
+    [
+      29,
+      29,
+      44
+    ],
+    [
+      30,
+      30,
+      46
+    ],
+    [
+      31,
+      31,
+      52
+    ],
+    [
+      32,
+      32,
+      16
+    ],
+    [
+      33,
+      33,
+      56
+    ],
+    [
+      34,
+      34,
+      50
+    ],
+    [
+      35,
+      35,
+      0
+    ],
+    [
+      36,
+      36,
+      15
+    ],
+    [
+      37,
+      37,
+      51
+    ],
+    [
+      38,
+      38,
+      2
+    ],
+    [
+      39,
+      39,
+      49
+    ],
+    [
+      40,
+      40,
+      33
+    ],
+    [
+      41,
+      41,
+      48
+    ],
+    [
+      42,
+      42,
+      20
+    ],
+    [
+      43,
+      43,
+      53
+    ],
+    [
+      44,
+      44,
+      38
+    ],
+    [
+      45,
+      45,
+      66
+    ],
+    [
+      46,
+      46,
+      7
+    ],
+    [
+      47,
+      47,
+      36
+    ],
+    [
+      48,
+      48,
+      43
+    ],
+    [
+      49,
+      49,
+      61
+    ],
+    [
+      50,
+      50,
+      8
+    ],
+    [
+      51,
+      51,
+      26
+    ],
+    [
+      52,
+      52,
+      28
+    ],
+    [
+      53,
+      53,
+      32
+    ],
+    [
+      54,
+      54,
+      1
+    ],
+    [
+      55,
+      55,
+      57
+    ],
+    [
+      56,
+      56,
+      24
+    ],
+    [
+      57,
+      57,
+      58
+    ],
+    [
+      58,
+      58,
+      37
+    ],
+    [
+      59,
+      59,
+      6
+    ],
+    [
+      60,
+      60,
+      65
+    ],
+    [
+      61,
+      61,
+      64
+    ],
+    [
+      62,
+      62,
+      9
+    ],
+    [
+      63,
+      63,
+      17
+    ],
+    [
+      64,
+      64,
+      54
+    ],
+    [
+      65,
+      65,
+      63
+    ],
+    [
+      66,
+      66,
+      47
+    ],
+    [
+      67,
+      67,
+      3
+    ]
+  ],
+  "topic_labels": {
+    "-1": "-1_italia_azienda_altre_soprattutto",
+    "0": "0_specie_animali_casi_orsi",
+    "1": "1_acqua_aria_mare_attivit\u00e0",
+    "2": "2_libro_romanzo_libri_scrittore",
+    "3": "3_partito_centrosinistra_candidato_pd",
+    "4": "4_studi_salute_effetti_studio",
+    "5": "5_olimpiadi_parigi_atleti_paralimpiadi",
+    "6": "6_legge_decreto_presidente_italia",
+    "7": "7_moda_scarpe_calzini_tasche",
+    "8": "8_economia_tassi_aumento_inflazione",
+    "9": "9_carcere_detenuti_salis_carceri",
+    "10": "10_article text_to extract_to extract article_text",
+    "11": "11_apple_app_iphone_visore",
+    "12": "12_israele_palestinesi_gaza_israeliano",
+    "13": "13_musk_twitter_tweet_zuckerberg",
+    "14": "14_gioco_videogiochi_giochi_videogioco",
+    "15": "15_moda_kahlo_abito_met",
+    "16": "16_tiktok_utenti_contenuti_social",
+    "17": "17_toti_presidente_meloni_genova",
+    "18": "18_musica_spotify_canzoni_verde",
+    "19": "19_band_concerti_noel_concerto",
+    "20": "20_google_intelligenza_artificiale_intelligenza artificiale",
+    "21": "21_vinto_medaglia_finale_oro",
+    "22": "22_metri_olimpiadi_oro_gara",
+    "23": "23_shein_lusso_azienda_vestiti",
+    "24": "24_stellantis_auto_fiat_marelli",
+    "25": "25_nasa_spaziale_starliner_terra",
+    "26": "26_superbonus_commissione_italia_giorgetti",
+    "27": "27_sinner_tennis_torneo_partita",
+    "28": "28_bonatti_gutu_metri_alpinisti",
+    "29": "29_olimpiadi_atleti_sport_metri",
+    "30": "30_harris_trump_convention_biden",
+    "31": "31_pesce_carne_burger_smash",
+    "32": "32_barca_bayesian_lynch_naufragio",
+    "33": "33_libri_nobel_premio_letteratura",
+    "34": "34_cravatta_dogg_foto_snoop dogg",
+    "35": "35_crowdstrike_windows_informatico_aggiornamento",
+    "36": "36_adidas_drop_birkin_strisce",
+    "37": "37_vele_vela_vela celeste_crollo",
+    "38": "38_chatgpt_openai_intelligenza_intelligenza artificiale",
+    "39": "39_nvidia_nft_settore_azienda",
+    "40": "40_ucraina_ucraino_esercito_kursk",
+    "41": "41_chanel_valentino_moda_garavani",
+    "42": "42_sole_cielo_eclissi_terra",
+    "43": "43_post_spiegate_giornalismo_dicose spiegate",
+    "44": "44_europea_servizi_unione europea_commissione",
+    "45": "45_sesso_donne_lgbt_genere",
+    "46": "46_borse_monete_lusso_pantofole",
+    "47": "47_von der_der_von_der leyen",
+    "48": "48_google_browser_cookie_pubblicit\u00e0",
+    "49": "49_libri_biblioteca_library_biblioteche",
+    "50": "50_italia_migranti_cittadinanza_cittadinanza italiana",
+    "51": "51_libro_moehringer_harry_winfrey",
+    "52": "52_linguaggio_mito_antartide_lingua",
+    "53": "53_altman_openai_microsoft_amministrazione",
+    "54": "54_lega_fratelli_fratelli italia_italia",
+    "55": "55_tesla_musk_cybertruck_auto",
+    "56": "56_film_vescica_shyamalan_scorsese",
+    "57": "57_mercato_auto_dazi_euro",
+    "58": "58_bergamo_treni_lavori_alta",
+    "59": "59_verona_sogliano_squadra_atalanta",
+    "60": "60_poga\u010dar_tour_de france_tour de france",
+    "61": "61_natale_calendario_regali_dicembre",
+    "62": "62_vino_vini_matcha_t\u00e8",
+    "63": "63_partito_elezioni_afd_turingia",
+    "64": "64_hauser_polizia_stazzema_sant anna",
+    "65": "65_numeri casuali_casuali_numeri_garavaglia",
+    "66": "66_philo_skims_marchio_moda",
+    "67": "67_lavastoviglie_lavaggio_acqua_piatti"
+  },
+  "custom_labels": null,
+  "_outliers": 1,
+  "topic_aspects": {}
+}