Add BERTopic model
Browse files- README.md +286 -0
- config.json +16 -0
- ctfidf.safetensors +3 -0
- ctfidf_config.json +0 -0
- topic_embeddings.safetensors +3 -0
- topics.json +0 -0
README.md
ADDED
|
@@ -0,0 +1,286 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
---
|
| 3 |
+
tags:
|
| 4 |
+
- bertopic
|
| 5 |
+
library_name: bertopic
|
| 6 |
+
pipeline_tag: text-classification
|
| 7 |
+
---
|
| 8 |
+
|
| 9 |
+
# BERTopic_unitednationalistfront
|
| 10 |
+
|
| 11 |
+
This is a [BERTopic](https://github.com/MaartenGr/BERTopic) model.
|
| 12 |
+
BERTopic is a flexible and modular topic modeling framework that allows for the generation of easily interpretable topics from large datasets.
|
| 13 |
+
|
| 14 |
+
## Usage
|
| 15 |
+
|
| 16 |
+
To use this model, please install BERTopic:
|
| 17 |
+
|
| 18 |
+
```
|
| 19 |
+
pip install -U bertopic
|
| 20 |
+
```
|
| 21 |
+
|
| 22 |
+
You can use the model as follows:
|
| 23 |
+
|
| 24 |
+
```python
|
| 25 |
+
from bertopic import BERTopic
|
| 26 |
+
topic_model = BERTopic.load("sdantonio/BERTopic_unitednationalistfront")
|
| 27 |
+
|
| 28 |
+
topic_model.get_topic_info()
|
| 29 |
+
```
|
| 30 |
+
|
| 31 |
+
## Topic overview
|
| 32 |
+
|
| 33 |
+
* Number of topics: 217
|
| 34 |
+
* Number of training documents: 27445
|
| 35 |
+
|
| 36 |
+
<details>
|
| 37 |
+
<summary>Click here for an overview of all topics.</summary>
|
| 38 |
+
|
| 39 |
+
| Topic ID | Topic Keywords | Topic Frequency | Label |
|
| 40 |
+
|----------|----------------|-----------------|-------|
|
| 41 |
+
| -1 | niggers - whites - biden - jewish - government | 10 | -1_niggers_whites_biden_jewish |
|
| 42 |
+
| 0 | honestly - hits - york - niggers - dude | 13954 | 0_honestly_hits_york_niggers |
|
| 43 |
+
| 1 | police_frequency - israeli - niggers - ukraine - tunnels | 1286 | 1_police_frequency_israeli_niggers_ukraine |
|
| 44 |
+
| 2 | enlightenment - thinks - africa - niggers - dude | 903 | 2_enlightenment_thinks_africa_niggers |
|
| 45 |
+
| 3 | adolf - ukraine - attacks - germany - blacks | 413 | 3_adolf_ukraine_attacks_germany |
|
| 46 |
+
| 4 | telegram - displayed - violated - service - terms | 378 | 4_telegram_displayed_violated_service |
|
| 47 |
+
| 5 | demonstration - deaths - blacks - nephila - replies | 350 | 5_demonstration_deaths_blacks_nephila |
|
| 48 |
+
| 6 | canadian - migrants - ukraine - blacks - whites | 342 | 6_canadian_migrants_ukraine_blacks |
|
| 49 |
+
| 7 | niggers - collectivizing - addresses - wn - ip | 326 | 7_niggers_collectivizing_addresses_wn |
|
| 50 |
+
| 8 | hassling - screeching - whats - converts - unbothered | 272 | 8_hassling_screeching_whats_converts |
|
| 51 |
+
| 9 | incentivized - doctors - unvarnished - france - abolished | 269 | 9_incentivized_doctors_unvarnished_france |
|
| 52 |
+
| 10 | thewesternchauvinist2 - thewesternchauvinist7 - africans - ceausescu - whites | 256 | 10_thewesternchauvinist2_thewesternchauvinist7_africans_ceausescu |
|
| 53 |
+
| 11 | reclaimthenet - mcbride - washington - plants - insiderpaper | 242 | 11_reclaimthenet_mcbride_washington_plants |
|
| 54 |
+
| 12 | mmm - lightskin - faster - johnson - lmao | 238 | 12_mmm_lightskin_faster_johnson |
|
| 55 |
+
| 13 | mexicans - birthrates - selfishness - hearts - farming | 229 | 13_mexicans_birthrates_selfishness_hearts |
|
| 56 |
+
| 14 | overrated - midmissouriproudboys - twilight - warriorrs - niggers | 207 | 14_overrated_midmissouriproudboys_twilight_warriorrs |
|
| 57 |
+
| 15 | aj_willms - r_propagandaposters - pepethefrenlyfrog - naturalhistorymuseum - rwdsfitness | 179 | 15_aj_willms_r_propagandaposters_pepethefrenlyfrog_naturalhistorymuseum |
|
| 58 |
+
| 16 | niggers - christianity - whites - madam - spics | 175 | 16_niggers_christianity_whites_madam |
|
| 59 |
+
| 17 | foreshadowing - unfortunate - niggers - suck - doent | 172 | 17_foreshadowing_unfortunate_niggers_suck |
|
| 60 |
+
| 18 | packing - outchea - mirrors - stinks - enriched | 162 | 18_packing_outchea_mirrors_stinks |
|
| 61 |
+
| 19 | leibbrandt - dohrnii - openly - russian - thor | 162 | 19_leibbrandt_dohrnii_openly_russian |
|
| 62 |
+
| 20 | irelandknows - pedophile - ua_struggle - france - potatoes | 161 | 20_irelandknows_pedophile_ua_struggle_france |
|
| 63 |
+
| 21 | ironically - scottsiess - confessions - hahahahahah - caves | 155 | 21_ironically_scottsiess_confessions_hahahahahah |
|
| 64 |
+
| 22 | france - conservatism - migrants - positions - ukraine | 153 | 22_france_conservatism_migrants_positions |
|
| 65 |
+
| 23 | highschool - pumping - mutliple - fedbois - hitler | 146 | 23_highschool_pumping_mutliple_fedbois |
|
| 66 |
+
| 24 | birthrates - fascism - france - uavs - believing | 128 | 24_birthrates_fascism_france_uavs |
|
| 67 |
+
| 25 | jewishcontributions - backwards - stealth - inflation - categories | 115 | 25_jewishcontributions_backwards_stealth_inflation |
|
| 68 |
+
| 26 | proposed - divorced - pedophiles - clue - yolk | 112 | 26_proposed_divorced_pedophiles_clue |
|
| 69 |
+
| 27 | depressed - amusing - outdated - highlights - snitch | 99 | 27_depressed_amusing_outdated_highlights |
|
| 70 |
+
| 28 | backwoods - foreskins - snx - structures - transhumanist | 94 | 28_backwoods_foreskins_snx_structures |
|
| 71 |
+
| 29 | starbucks - overseas - unconstitutional - conversations - impotent | 94 | 29_starbucks_overseas_unconstitutional_conversations |
|
| 72 |
+
| 30 | displayed - violated - local - laws - channel | 93 | 30_displayed_violated_local_laws |
|
| 73 |
+
| 31 | covertly - jungle - cuckservatism - lobsters - redundant | 93 | 31_covertly_jungle_cuckservatism_lobsters |
|
| 74 |
+
| 32 | trolling - scrolling - tumors - niggers - rooster | 91 | 32_trolling_scrolling_tumors_niggers |
|
| 75 |
+
| 33 | espagnole - ukraine - croyez - sultats - quences | 89 | 33_espagnole_ukraine_croyez_sultats |
|
| 76 |
+
| 34 | canadian - parmesan - interests - discrimination - lids | 89 | 34_canadian_parmesan_interests_discrimination |
|
| 77 |
+
| 35 | barnabys - citizens - conversations - positively - wakingup1984channel | 87 | 35_barnabys_citizens_conversations_positively |
|
| 78 |
+
| 36 | goodness - verified - scary - maria - fab | 87 | 36_goodness_verified_scary_maria |
|
| 79 |
+
| 37 | unprojetpourconvaincre - morts - prochains - ukraine - tats | 87 | 37_unprojetpourconvaincre_morts_prochains_ukraine |
|
| 80 |
+
| 38 | honestly - speaks - surely - potentially - minds | 87 | 38_honestly_speaks_surely_potentially |
|
| 81 |
+
| 39 | middle_east_spectator - irelandknows - redpill_belgium - auditthevote - russians | 81 | 39_middle_east_spectator_irelandknows_redpill_belgium_auditthevote |
|
| 82 |
+
| 40 | pharmaceuticals - nonprofits - guessing - supremacy - boycott | 80 | 40_pharmaceuticals_nonprofits_guessing_supremacy |
|
| 83 |
+
| 41 | theferrymanstoll - cool_clarence - a0la_w9l8ha - endorsements - arguing | 77 | 41_theferrymanstoll_cool_clarence_a0la_w9l8ha_endorsements |
|
| 84 |
+
| 42 | christendom - sidetracked - gospels - fascism - carvings | 76 | 42_christendom_sidetracked_gospels_fascism |
|
| 85 |
+
| 43 | thewesternchauvinist2 - thewesternchauvinist7 - thewesternchauvinist5 - crenshaw - ireland | 75 | 43_thewesternchauvinist2_thewesternchauvinist7_thewesternchauvinist5_crenshaw |
|
| 86 |
+
| 44 | authoritarianism - congresswoman - politics - physics - references | 72 | 44_authoritarianism_congresswoman_politics_physics |
|
| 87 |
+
| 45 | resurfaced - superpowers - yorkshire - authoritarianism - spearheading | 72 | 45_resurfaced_superpowers_yorkshire_authoritarianism |
|
| 88 |
+
| 46 | payouts - reallygraceful - panthers - assaults - smiling | 69 | 46_payouts_reallygraceful_panthers_assaults |
|
| 89 |
+
| 47 | poisoned - feeding - kittens - regeneration - concentrated | 68 | 47_poisoned_feeding_kittens_regeneration |
|
| 90 |
+
| 48 | underestimated - mistakes - likes - aids - opens | 68 | 48_underestimated_mistakes_likes_aids |
|
| 91 |
+
| 49 | mr_white_tuber - crusader - mudflood - starts - demanding | 65 | 49_mr_white_tuber_crusader_mudflood_starts |
|
| 92 |
+
| 50 | lizard - statistics - restart - facts - frens | 64 | 50_lizard_statistics_restart_facts |
|
| 93 |
+
| 51 | thewesternchauvinist7 - bettman - granddaughter - dansknationalist - skeeball | 63 | 51_thewesternchauvinist7_bettman_granddaughter_dansknationalist |
|
| 94 |
+
| 52 | homeschooling - constraints - legislation - stickers - monkeys | 60 | 52_homeschooling_constraints_legislation_stickers |
|
| 95 |
+
| 53 | i_am_andrew_bustamante_a_former_covert_cia - kim_kardashians_6yearold_son_sees_popup_for_his - 20k_rocket_v_15mil_helicopter - utm_source - utm_medium | 59 | 53_i_am_andrew_bustamante_a_former_covert_cia_kim_kardashians_6yearold_son_sees_popup_for_his_20k_rocket_v_15mil_helicopter_utm_source |
|
| 96 |
+
| 54 | uninspired - unmotivated - guinea - honestly - cooked | 59 | 54_uninspired_unmotivated_guinea_honestly |
|
| 97 |
+
| 55 | restarted - enlightenment - ethnocentric - misogynists - bastards | 58 | 55_restarted_enlightenment_ethnocentric_misogynists |
|
| 98 |
+
| 56 | invisibleempirepublishing - lighthouses - supercharged - delayed - brawls | 57 | 56_invisibleempirepublishing_lighthouses_supercharged_delayed |
|
| 99 |
+
| 57 | thestreet - shareholders - billboards - exams - resurfaces | 57 | 57_thestreet_shareholders_billboards_exams |
|
| 100 |
+
| 58 | enjoythed - - - - | 56 | 58_enjoythed___ |
|
| 101 |
+
| 59 | freedom_convoy_uncensored_news - weareeverywhere - foreskinners - awaits - wc_israel | 54 | 59_freedom_convoy_uncensored_news_weareeverywhere_foreskinners_awaits |
|
| 102 |
+
| 60 | trolling - bots - laughing - ends - thieving | 52 | 60_trolling_bots_laughing_ends |
|
| 103 |
+
| 61 | whites_against_loxism - thewesternchauvinist2 - thewesternchauvinist7 - thewesternchauvinist4 - thewesternchauvinist5 | 51 | 61_whites_against_loxism_thewesternchauvinist2_thewesternchauvinist7_thewesternchauvinist4 |
|
| 104 |
+
| 62 | hahahahah - whatcha - audiobook - frens - hahaha | 48 | 62_hahahahah_whatcha_audiobook_frens |
|
| 105 |
+
| 63 | thusly - balls - theaters - converted - mixing | 47 | 63_thusly_balls_theaters_converted |
|
| 106 |
+
| 64 | grassroots - pills - boiled - pedophiles - collapsing | 46 | 64_grassroots_pills_boiled_pedophiles |
|
| 107 |
+
| 65 | crying - telegrams - shitposting - hospitalizations - trains | 46 | 65_crying_telegrams_shitposting_hospitalizations |
|
| 108 |
+
| 66 | qfyf0p_cuss - gxb3l8d0uty - r17h5mu2rlg - lag8wsbk5b0 - ohga1dca6bi | 45 | 66_qfyf0p_cuss_gxb3l8d0uty_r17h5mu2rlg_lag8wsbk5b0 |
|
| 109 |
+
| 67 | recorded - magical - uploaded - orders - boundary | 44 | 67_recorded_magical_uploaded_orders |
|
| 110 |
+
| 68 | adolf_hitler_archive - kriegsmeister - lieberlebenswertlebenkanal - truthwillprevail7 - pins | 44 | 68_adolf_hitler_archive_kriegsmeister_lieberlebenswertlebenkanal_truthwillprevail7 |
|
| 111 |
+
| 69 | wellbeing - threatening - goddess - phones - pittsburgh | 42 | 69_wellbeing_threatening_goddess_phones |
|
| 112 |
+
| 70 | boomer - wt - gates - dismantlingthecabal - great | 41 | 70_boomer_wt_gates_dismantlingthecabal |
|
| 113 |
+
| 71 | indoctrinating - lookalike - disrespecting - paranoid - proves | 40 | 71_indoctrinating_lookalike_disrespecting_paranoid |
|
| 114 |
+
| 72 | governments - advertisement - alarming - amendment - chomsky | 40 | 72_governments_advertisement_alarming_amendment |
|
| 115 |
+
| 73 | legalizes - lifeguards - spraypaint - war_and_media1 - overpowers | 40 | 73_legalizes_lifeguards_spraypaint_war_and_media1 |
|
| 116 |
+
| 74 | thegreatbritishdebate - thebabylonbee - resistornewswire - greatbritishdebatechat - zoomerwaffen06 | 36 | 74_thegreatbritishdebate_thebabylonbee_resistornewswire_greatbritishdebatechat |
|
| 117 |
+
| 75 | scooter - hatefacts - ironically - panthers - improved | 36 | 75_scooter_hatefacts_ironically_panthers |
|
| 118 |
+
| 76 | telegram - displayed - violated - service - terms | 36 | 76_telegram_displayed_violated_service |
|
| 119 |
+
| 77 | markets - lawsuits - flying - marking - turns | 35 | 77_markets_lawsuits_flying_marking |
|
| 120 |
+
| 78 | oppressions - niggas - castreau - buildings - furhurs | 35 | 78_oppressions_niggas_castreau_buildings |
|
| 121 |
+
| 79 | theleafs88 - thewesternchauvinist5 - thewesternchauvinist4 - firearms - officialpurepolitics | 35 | 79_theleafs88_thewesternchauvinist5_thewesternchauvinist4_firearms |
|
| 122 |
+
| 80 | adolf - fathers - congrats - staying - niggers | 34 | 80_adolf_fathers_congrats_staying |
|
| 123 |
+
| 81 | dismantlingthecabal - theparanormiespresent - thedissidentright - congresswoman - altskull48 | 34 | 81_dismantlingthecabal_theparanormiespresent_thedissidentright_congresswoman |
|
| 124 |
+
| 82 | enthusiastically - imprisoned - institutions - governing - crossbows | 34 | 82_enthusiastically_imprisoned_institutions_governing |
|
| 125 |
+
| 83 | laughing - incoming - improved - collapses - robbers | 33 | 83_laughing_incoming_improved_collapses |
|
| 126 |
+
| 84 | shitskins - flyer - blowing - stickers - hypocrites | 33 | 84_shitskins_flyer_blowing_stickers |
|
| 127 |
+
| 85 | disgusted - wasteful - convict - thieves - cohesion | 32 | 85_disgusted_wasteful_convict_thieves |
|
| 128 |
+
| 86 | verified - aяta - sebastian - wolf - christopher | 32 | 86_verified_aяta_sebastian_wolf |
|
| 129 |
+
| 87 | clinics - teens - signs - washington - rewrite | 32 | 87_clinics_teens_signs_washington |
|
| 130 |
+
| 88 | funds - altskull48 - investigations - memes - hedge | 32 | 88_funds_altskull48_investigations_memes |
|
| 131 |
+
| 89 | misanthropicdivision - sizes - cмерть - russian - ua | 31 | 89_misanthropicdivision_sizes_cмерть_russian |
|
| 132 |
+
| 90 | seemingly - fuckheads - dealers - firms - pulling | 31 | 90_seemingly_fuckheads_dealers_firms |
|
| 133 |
+
| 91 | misanthropic_division - misanthropicdivision2022 - russians - dumbsandunderground - spaceforcegalacticfederation | 30 | 91_misanthropic_division_misanthropicdivision2022_russians_dumbsandunderground |
|
| 134 |
+
| 92 | permissions - joinlimit - joinlock - joinverify - welcome | 30 | 92_permissions_joinlimit_joinlock_joinverify |
|
| 135 |
+
| 93 | eggs - georgia - inherited - couples - ambassador | 29 | 93_eggs_georgia_inherited_couples |
|
| 136 |
+
| 94 | indoctrinating - mysteriously - authoritarian - atheist - retrospect | 29 | 94_indoctrinating_mysteriously_authoritarian_atheist |
|
| 137 |
+
| 95 | explaining - ends - shorts - rhino - speaks | 29 | 95_explaining_ends_shorts_rhino |
|
| 138 |
+
| 96 | firefighters - extended - americas - misanthropic - artillery | 29 | 96_firefighters_extended_americas_misanthropic |
|
| 139 |
+
| 97 | hills - индия - fuentes - afghans - races | 29 | 97_hills_индия_fuentes_afghans |
|
| 140 |
+
| 98 | lasers - endtimesnewz - troon - payed - compilation | 29 | 98_lasers_endtimesnewz_troon_payed |
|
| 141 |
+
| 99 | telegram - displayed - violated - service - terms | 28 | 99_telegram_displayed_violated_service |
|
| 142 |
+
| 100 | bronze - orderubermensch - iran - washington - سايه | 28 | 100_bronze_orderubermensch_iran_washington |
|
| 143 |
+
| 101 | mick_o_keeffe - black_pilled - revmaxxing - lukewearechange - mediatricks | 28 | 101_mick_o_keeffe_black_pilled_revmaxxing_lukewearechange |
|
| 144 |
+
| 102 | pharmaceuticals - reinvented - mythological - fascism - czechs | 28 | 102_pharmaceuticals_reinvented_mythological_fascism |
|
| 145 |
+
| 103 | displayed - pornographic - channel - used - spread | 27 | 103_displayed_pornographic_channel_used |
|
| 146 |
+
| 104 | careers - tn - seige - anyways - brothers | 27 | 104_careers_tn_seige_anyways |
|
| 147 |
+
| 105 | banks - prayers - rapedbykassandra - answering - discreetly | 27 | 105_banks_prayers_rapedbykassandra_answering |
|
| 148 |
+
| 106 | lockdowns - exhausting - bears - bs - dots | 27 | 106_lockdowns_exhausting_bears_bs |
|
| 149 |
+
| 107 | theoretical - palaeoanthropology - doctrine - deportation - facts | 26 | 107_theoretical_palaeoanthropology_doctrine_deportation |
|
| 150 |
+
| 108 | satirizing - mixed - feelings - rabbit - rome | 26 | 108_satirizing_mixed_feelings_rabbit |
|
| 151 |
+
| 109 | unlikely - explosives - rejects - archaeologist - migrants | 26 | 109_unlikely_explosives_rejects_archaeologist |
|
| 152 |
+
| 110 | shots - scared - pulling - monkeys - woods | 26 | 110_shots_scared_pulling_monkeys |
|
| 153 |
+
| 111 | envahisseurs - ukraine - augmenter - volodymyr - effacer | 25 | 111_envahisseurs_ukraine_augmenter_volodymyr |
|
| 154 |
+
| 112 | whitelivesmatter818 - whitelivesmatter2022 - squadsquadsquad5w - inner_peace_1 - themindfarmer | 25 | 112_whitelivesmatter818_whitelivesmatter2022_squadsquadsquad5w_inner_peace_1 |
|
| 155 |
+
| 113 | unrecognizable - freakishly - districts - advisable - snatched | 25 | 113_unrecognizable_freakishly_districts_advisable |
|
| 156 |
+
| 114 | infringement - unavailable - channel - copyright - due | 25 | 114_infringement_unavailable_channel_copyright |
|
| 157 |
+
| 115 | telegram - displayed - violated - service - terms | 25 | 115_telegram_displayed_violated_service |
|
| 158 |
+
| 116 | police_frequency - philadelphia - homicide - viciously - unfolded | 25 | 116_police_frequency_philadelphia_homicide_viciously |
|
| 159 |
+
| 117 | assaulted - hemorrhagic - jumping - elections - israeli | 24 | 117_assaulted_hemorrhagic_jumping_elections |
|
| 160 |
+
| 118 | revolutionaries - sniper - landlord - panthers - nigerian | 24 | 118_revolutionaries_sniper_landlord_panthers |
|
| 161 |
+
| 119 | thehannibaldirective - covid19vaccinevictims - lgbtqism - athena - smugglers | 23 | 119_thehannibaldirective_covid19vaccinevictims_lgbtqism_athena |
|
| 162 |
+
| 120 | scared - openly - garbage - unconstitutional - diversity | 23 | 120_scared_openly_garbage_unconstitutional |
|
| 163 |
+
| 121 | whistle - terrifying - ukraine - checked - buckle | 23 | 121_whistle_terrifying_ukraine_checked |
|
| 164 |
+
| 122 | focusing - matt - intellectual - boomer - gaetz | 22 | 122_focusing_matt_intellectual_boomer |
|
| 165 |
+
| 123 | bolsheviks - reduced - loves - examples - dealers | 22 | 123_bolsheviks_reduced_loves_examples |
|
| 166 |
+
| 124 | crying - lighter - jokes - turns - monkeys | 22 | 124_crying_lighter_jokes_turns |
|
| 167 |
+
| 125 | telegram - displayed - violated - service - terms | 22 | 125_telegram_displayed_violated_service |
|
| 168 |
+
| 126 | murderthemedia - hahaha - goodnight - hahahahaha - suicided | 22 | 126_murderthemedia_hahaha_goodnight_hahahahaha |
|
| 169 |
+
| 127 | азовсталі - украі - маріуполя - героі - благодіи | 22 | 127_азовсталі_украі_маріуполя_героі |
|
| 170 |
+
| 128 | wikileaks_classified - figures - dismantlingthecabal - aids - balloons | 22 | 128_wikileaks_classified_figures_dismantlingthecabal_aids |
|
| 171 |
+
| 129 | confirmed - simpsons - goblin - sakes - hilarious | 21 | 129_confirmed_simpsons_goblin_sakes |
|
| 172 |
+
| 130 | contacts - booksalessupport - hail - fliers - victory | 21 | 130_contacts_booksalessupport_hail_fliers |
|
| 173 |
+
| 131 | russians - microchips - packed - ukraine - exporting | 21 | 131_russians_microchips_packed_ukraine |
|
| 174 |
+
| 132 | telegram - displayed - violated - service - terms | 21 | 132_telegram_displayed_violated_service |
|
| 175 |
+
| 133 | telegram - displayed - violated - service - terms | 21 | 133_telegram_displayed_violated_service |
|
| 176 |
+
| 134 | telegram - displayed - violated - service - terms | 20 | 134_telegram_displayed_violated_service |
|
| 177 |
+
| 135 | jewishpowerandsubversion - jewsstartedworldwar2 - demographicreplacement - jewsbehindcommunism - thegreatawakening | 20 | 135_jewishpowerandsubversion_jewsstartedworldwar2_demographicreplacement_jewsbehindcommunism |
|
| 178 |
+
| 136 | balls - hooked - curated - blowing - twat | 20 | 136_balls_hooked_curated_blowing |
|
| 179 |
+
| 137 | brains - pedophiles - sheets - streets - rn | 19 | 137_brains_pedophiles_sheets_streets |
|
| 180 |
+
| 138 | unconditional - grandparents - pills - ordering - guillotines | 19 | 138_unconditional_grandparents_pills_ordering |
|
| 181 |
+
| 139 | recycled - paganism - gasoline - boogeyman - regions | 19 | 139_recycled_paganism_gasoline_boogeyman |
|
| 182 |
+
| 140 | whistle - researcher - zbrodniarza - frens - buyin | 19 | 140_whistle_researcher_zbrodniarza_frens |
|
| 183 |
+
| 141 | shelter - scouting - explosives - wilderness - ballistics | 18 | 141_shelter_scouting_explosives_wilderness |
|
| 184 |
+
| 142 | embattled - harassment - virginmediatelevision - mailboxes - antifascism | 18 | 142_embattled_harassment_virginmediatelevision_mailboxes |
|
| 185 |
+
| 143 | ukrainiennes - envahisseurs - incarnation - ukraine - armes | 18 | 143_ukrainiennes_envahisseurs_incarnation_ukraine |
|
| 186 |
+
| 144 | interzones - codes - hedgewik - apologists - disproportionate | 18 | 144_interzones_codes_hedgewik_apologists |
|
| 187 |
+
| 145 | speaks - civilization - fascism - paths - antimatrimonism | 18 | 145_speaks_civilization_fascism_paths |
|
| 188 |
+
| 146 | illegitimate - asians - parliament - washington - confirmed | 18 | 146_illegitimate_asians_parliament_washington |
|
| 189 |
+
| 147 | laughing - balls - mentally - mrs - niggers | 17 | 147_laughing_balls_mentally_mrs |
|
| 190 |
+
| 148 | telegram - displayed - violated - service - terms | 17 | 148_telegram_displayed_violated_service |
|
| 191 |
+
| 149 | overwhelmingly - uncontrolled - pushing - protesting - cries | 17 | 149_overwhelmingly_uncontrolled_pushing_protesting |
|
| 192 |
+
| 150 | btfo - blessed - florida - woman - earthers | 17 | 150_btfo_blessed_florida_woman |
|
| 193 |
+
| 151 | simulation - incarnate - forms - breeding - ghettos | 17 | 151_simulation_incarnate_forms_breeding |
|
| 194 |
+
| 152 | loosers - digusting - belong - motherfuckers - brothers | 17 | 152_loosers_digusting_belong_motherfuckers |
|
| 195 |
+
| 153 | undisciplined - guardsmen - technically - fuentes - proves | 17 | 153_undisciplined_guardsmen_technically_fuentes |
|
| 196 |
+
| 154 | worthfightingfor - firearms - crickets - britainfirst - parmesan | 17 | 154_worthfightingfor_firearms_crickets_britainfirst |
|
| 197 |
+
| 155 | noticing - flyer - dunuffin - torba - assange_wiki | 17 | 155_noticing_flyer_dunuffin_torba |
|
| 198 |
+
| 156 | telegram - displayed - violated - service - terms | 16 | 156_telegram_displayed_violated_service |
|
| 199 |
+
| 157 | telegram - displayed - violated - service - terms | 16 | 157_telegram_displayed_violated_service |
|
| 200 |
+
| 158 | zoomerzone - облачко - fired - murderthemedia - blmglobal | 16 | 158_zoomerzone_облачко_fired_murderthemedia |
|
| 201 |
+
| 159 | nourrissons - epona - alice - pape - chai | 16 | 159_nourrissons_epona_alice_pape |
|
| 202 |
+
| 160 | tolerated - embarrassed - ireland - honestly - awhile | 16 | 160_tolerated_embarrassed_ireland_honestly |
|
| 203 |
+
| 161 | skyscraper - invisibleempire - protests - weapons - signs | 16 | 161_skyscraper_invisibleempire_protests_weapons |
|
| 204 |
+
| 162 | theleafs88 - hatefactslive - thenatureapothecary - tattoos - altskull48 | 16 | 162_theleafs88_hatefactslive_thenatureapothecary_tattoos |
|
| 205 |
+
| 163 | tele_shorts - no_bs_news - theferrymanstoll - whitelivesmatterofficial - politicalhackerofficial | 16 | 163_tele_shorts_no_bs_news_theferrymanstoll_whitelivesmatterofficial |
|
| 206 |
+
| 164 | irelandknows - r_propagandaposters - national_socialist_party - ireland - banks | 16 | 164_irelandknows_r_propagandaposters_national_socialist_party_ireland |
|
| 207 |
+
| 165 | threepn_phoenix - the_gatalog - midterms - revealed - unions | 15 | 165_threepn_phoenix_the_gatalog_midterms_revealed |
|
| 208 |
+
| 166 | altskull48 - flowing - flooding - bad_goy88 - theparanormiespresent | 15 | 166_altskull48_flowing_flooding_bad_goy88 |
|
| 209 |
+
| 167 | andrija_ilic_images - canyonlands - 1080x1080 - islands - iceland | 15 | 167_andrija_ilic_images_canyonlands_1080x1080_islands |
|
| 210 |
+
| 168 | forest - balogh - erwachen - attacking - nuffin | 15 | 168_forest_balogh_erwachen_attacking |
|
| 211 |
+
| 169 | rs_metalpins - микроскопом - админа - pins - rs_pvcpatches | 15 | 169_rs_metalpins_микроскопом_админа_pins |
|
| 212 |
+
| 170 | telegram - displayed - violated - service - terms | 15 | 170_telegram_displayed_violated_service |
|
| 213 |
+
| 171 | egyptian - launched - budapest - izrael - gypsies | 15 | 171_egyptian_launched_budapest_izrael |
|
| 214 |
+
| 172 | vids - warning - murderthemedia - imploding - adl | 15 | 172_vids_warning_murderthemedia_imploding |
|
| 215 |
+
| 173 | unmanageable - police_frequency - txdps - assembly - azactionupdates | 15 | 173_unmanageable_police_frequency_txdps_assembly |
|
| 216 |
+
| 174 | studying - assuming - pawns - appendix - terrorists | 15 | 174_studying_assuming_pawns_appendix |
|
| 217 |
+
| 175 | awaiting - deportation - smiling - threatened - channels | 14 | 175_awaiting_deportation_smiling_threatened |
|
| 218 |
+
| 176 | illuminati - legitimate - satanism - displayed - violated | 14 | 176_illuminati_legitimate_satanism_displayed |
|
| 219 |
+
| 177 | morgandytheponicsprincess - boats - gardening - maps - aquaponics | 14 | 177_morgandytheponicsprincess_boats_gardening_maps |
|
| 220 |
+
| 178 | thats - fbi - aw - ouch - white | 14 | 178_thats_fbi_aw_ouch |
|
| 221 |
+
| 179 | jewishmediacontrol - synagogueofsatan - bombthreat - swanstreet - newbondstreet | 14 | 179_jewishmediacontrol_synagogueofsatan_bombthreat_swanstreet |
|
| 222 |
+
| 180 | hzysggdhdydhdh - farrightism - jebus - mi - lub | 14 | 180_hzysggdhdydhdh_farrightism_jebus_mi |
|
| 223 |
+
| 181 | faster - structures - amplified - speaks - literal | 14 | 181_faster_structures_amplified_speaks |
|
| 224 |
+
| 182 | чернильница - простреленные - пентагоне - потаскуха - подхватить | 14 | 182_чернильница_простреленные_пентагоне_потаскуха |
|
| 225 |
+
| 183 | ukraine - ukraina - ukrainian - virilihyperborum - russian | 14 | 183_ukraine_ukraina_ukrainian_virilihyperborum |
|
| 226 |
+
| 184 | reintegration - atlanticists - citizens - jumped - islamic | 14 | 184_reintegration_atlanticists_citizens_jumped |
|
| 227 |
+
| 185 | congresswoman - herinneringsmuur - jupiter - complaints - reinforcement | 13 | 185_congresswoman_herinneringsmuur_jupiter_complaints |
|
| 228 |
+
| 186 | theferrymanstoll - gobankingrates - hatefactslive - supremacy - pedophiles | 13 | 186_theferrymanstoll_gobankingrates_hatefactslive_supremacy |
|
| 229 |
+
| 187 | irelandknows - redyredpills - punchline - dying - iq | 13 | 187_irelandknows_redyredpills_punchline_dying |
|
| 230 |
+
| 188 | wtf - huh - goddamn - winger - jew | 13 | 188_wtf_huh_goddamn_winger |
|
| 231 |
+
| 189 | telegram - displayed - violated - service - terms | 13 | 189_telegram_displayed_violated_service |
|
| 232 |
+
| 190 | reduced - colonisers - surrounded - amounts - cigarettes | 13 | 190_reduced_colonisers_surrounded_amounts |
|
| 233 |
+
| 191 | advertisement - displayed - violated - impactful - local | 13 | 191_advertisement_displayed_violated_impactful |
|
| 234 |
+
| 192 | ddb_radio - marschiert - politicalhackerofficial - opfern - koalition | 13 | 192_ddb_radio_marschiert_politicalhackerofficial_opfern |
|
| 235 |
+
| 193 | dragon - mainly - queen - apes - grace | 13 | 193_dragon_mainly_queen_apes |
|
| 236 |
+
| 194 | ethnocentric - shelter - biomechanical - limits - blacks | 13 | 194_ethnocentric_shelter_biomechanical_limits |
|
| 237 |
+
| 195 | pinwheels - eggs - bluesparrowkitchen - boats - characteristics | 12 | 195_pinwheels_eggs_bluesparrowkitchen_boats |
|
| 238 |
+
| 196 | misanthropic_division - misanthropicdivision2022 - resistornewswireeur - rsotmdivision - yisroel | 12 | 196_misanthropic_division_misanthropicdivision2022_resistornewswireeur_rsotmdivision |
|
| 239 |
+
| 197 | beheaded - turns - thinks - commander - nhs | 12 | 197_beheaded_turns_thinks_commander |
|
| 240 |
+
| 198 | goods - ukraine - thetruthisoutthere - sergio - boomer | 12 | 198_goods_ukraine_thetruthisoutthere_sergio |
|
| 241 |
+
| 199 | zoomerwaffen08 - dismantlingthecabal - transgender - altskullmirror - thinks | 11 | 199_zoomerwaffen08_dismantlingthecabal_transgender_altskullmirror |
|
| 242 |
+
| 200 | coins - dividends - stocks - badass - telegram | 11 | 200_coins_dividends_stocks_badass |
|
| 243 |
+
| 201 | bankruptcy - sellouts - splashing - commute - goods | 11 | 201_bankruptcy_sellouts_splashing_commute |
|
| 244 |
+
| 202 | theleafs88 - populations - threatened - medals - pubs | 11 | 202_theleafs88_populations_threatened_medals |
|
| 245 |
+
| 203 | sugardaddymeet - uncovered - altskullmirror - morgellons - redpillpharmacy | 11 | 203_sugardaddymeet_uncovered_altskullmirror_morgellons |
|
| 246 |
+
| 204 | inequitable - chimpanzee - perpetuity - upstarts - martyrologies | 11 | 204_inequitable_chimpanzee_perpetuity_upstarts |
|
| 247 |
+
| 205 | kanekoathegreat - funniest - neverforget - idf - theconspiracyhole | 11 | 205_kanekoathegreat_funniest_neverforget_idf |
|
| 248 |
+
| 206 | displayed - violated - local - laws - channel | 11 | 206_displayed_violated_local_laws |
|
| 249 |
+
| 207 | greeting - righteousness - whitelivesmattermarch - depressing - demoralized | 11 | 207_greeting_righteousness_whitelivesmattermarch_depressing |
|
| 250 |
+
| 208 | verified - ss - anglophire - alexander - luis | 11 | 208_verified_ss_anglophire_alexander |
|
| 251 |
+
| 209 | unknowingly - underlying - physically - unsustainable - denied | 10 | 209_unknowingly_underlying_physically_unsustainable |
|
| 252 |
+
| 210 | neighbourhoods - edwards - denied - cameras - consumption | 10 | 210_neighbourhoods_edwards_denied_cameras |
|
| 253 |
+
| 211 | france - tolerate - plastics - elon - vril | 10 | 211_france_tolerate_plastics_elon |
|
| 254 |
+
| 212 | noteworthy - hurricane - ɪnˈdɒm - dailyislamist - rhodesian | 10 | 212_noteworthy_hurricane_ɪnˈdɒm_dailyislamist |
|
| 255 |
+
| 213 | swine - disturbingly - memories - oaklanders - crocodile | 10 | 213_swine_disturbingly_memories_oaklanders |
|
| 256 |
+
| 214 | underlying - transexuals - ghosts - rightwards - physically | 10 | 214_underlying_transexuals_ghosts_rightwards |
|
| 257 |
+
| 215 | charitable - reprimanded - israeli - leagues - miscarriage | 10 | 215_charitable_reprimanded_israeli_leagues |
|
| 258 |
+
|
| 259 |
+
</details>
|
| 260 |
+
|
| 261 |
+
## Training hyperparameters
|
| 262 |
+
|
| 263 |
+
* calculate_probabilities: False
|
| 264 |
+
* language: None
|
| 265 |
+
* low_memory: False
|
| 266 |
+
* min_topic_size: 10
|
| 267 |
+
* n_gram_range: (1, 1)
|
| 268 |
+
* nr_topics: None
|
| 269 |
+
* seed_topic_list: None
|
| 270 |
+
* top_n_words: 10
|
| 271 |
+
* verbose: False
|
| 272 |
+
* zeroshot_min_similarity: 0.7
|
| 273 |
+
* zeroshot_topic_list: None
|
| 274 |
+
|
| 275 |
+
## Framework versions
|
| 276 |
+
|
| 277 |
+
* Numpy: 1.23.5
|
| 278 |
+
* HDBSCAN: 0.8.38.post1
|
| 279 |
+
* UMAP: 0.5.6
|
| 280 |
+
* Pandas: 2.2.2
|
| 281 |
+
* Scikit-Learn: 1.5.1
|
| 282 |
+
* Sentence-transformers: 3.0.1
|
| 283 |
+
* Transformers: 4.44.2
|
| 284 |
+
* Numba: 0.60.0
|
| 285 |
+
* Plotly: 5.24.0
|
| 286 |
+
* Python: 3.10.12
|
config.json
ADDED
|
@@ -0,0 +1,16 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"calculate_probabilities": false,
|
| 3 |
+
"language": null,
|
| 4 |
+
"low_memory": false,
|
| 5 |
+
"min_topic_size": 10,
|
| 6 |
+
"n_gram_range": [
|
| 7 |
+
1,
|
| 8 |
+
1
|
| 9 |
+
],
|
| 10 |
+
"nr_topics": null,
|
| 11 |
+
"seed_topic_list": null,
|
| 12 |
+
"top_n_words": 10,
|
| 13 |
+
"verbose": false,
|
| 14 |
+
"zeroshot_min_similarity": 0.7,
|
| 15 |
+
"zeroshot_topic_list": null
|
| 16 |
+
}
|
ctfidf.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6a285e06bffe8e7f1cc6944453df99d21c290069c08f53121ec9cc8a754be8a1
|
| 3 |
+
size 2188704
|
ctfidf_config.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
topic_embeddings.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:06cf1c687942fa45d975f4dd806b75851840aa47d4d9469dd7bdbb491ab132c7
|
| 3 |
+
size 888928
|
topics.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|