Add BERTopic model
Browse files- README.md +301 -0
- config.json +17 -0
- ctfidf.safetensors +3 -0
- ctfidf_config.json +0 -0
- topic_embeddings.safetensors +3 -0
- topics.json +0 -0
README.md
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| 1 |
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| 2 |
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---
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tags:
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- bertopic
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library_name: bertopic
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pipeline_tag: text-classification
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---
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| 8 |
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| 9 |
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# BERTopic_ArXiv
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This is a [BERTopic](https://github.com/MaartenGr/BERTopic) model.
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BERTopic is a flexible and modular topic modeling framework that allows for the generation of easily interpretable topics from large datasets.
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## Usage
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To use this model, please install BERTopic:
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```
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pip install -U bertopic
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```
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You can use the model as follows:
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```python
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from bertopic import BERTopic
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topic_model = BERTopic.load("ConquerPig/BERTopic_ArXiv")
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topic_model.get_topic_info()
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```
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## Topic overview
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* Number of topics: 232
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* Number of training documents: 18846
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<details>
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<summary>Click here for an overview of all topics.</summary>
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| Topic ID | Topic Keywords | Topic Frequency | Label |
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| 40 |
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|----------|----------------|-----------------|-------|
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| 41 |
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| -1 | to - the - of - and - is | 10 | -1_to_the_of_and |
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| 42 |
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| 0 | game - team - games - he - players | 6842 | 0_game_team_games_he |
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| 43 |
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| 1 | key - clipper - chip - encryption - keys | 1835 | 1_key_clipper_chip_encryption |
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| 44 |
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| 2 | israel - israeli - jews - arab - jewish | 568 | 2_israel_israeli_jews_arab |
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| 45 |
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| 3 | health - cancer - email - list - newsgroup | 472 | 3_health_cancer_email_list |
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| 46 |
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| 4 | fbi - fire - koresh - gas - compound | 297 | 4_fbi_fire_koresh_gas |
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| 47 |
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| 5 | openwindows - motif - windows - xfree86 - version | 256 | 5_openwindows_motif_windows_xfree86 |
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| 48 |
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| 6 | amp - condition - stereo - asking - sale | 222 | 6_amp_condition_stereo_asking |
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| 49 |
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| 7 | car - cars - ford - mustang - v8 | 179 | 7_car_cars_ford_mustang |
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| 50 |
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| 8 | jpeg - image - gif - format - images | 166 | 8_jpeg_image_gif_format |
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| 51 |
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| 9 | atheists - god - atheism - atheist - belief | 161 | 9_atheists_god_atheism_atheist |
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| 52 |
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| 10 | gun - guns - crime - deaths - firearms | 156 | 10_gun_guns_crime_deaths |
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| 53 |
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| 11 | window - widget - event - application - expose | 152 | 11_window_widget_event_application |
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| 54 |
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| 12 | drive - drives - disk - controller - bios | 141 | 12_drive_drives_disk_controller |
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| 55 |
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| 13 | bike - tires - bikes - tire - miles | 133 | 13_bike_tires_bikes_tire |
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| 56 |
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| 14 | deleted - stuff - ditto - andi - oh | 132 | 14_deleted_stuff_ditto_andi |
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| 57 |
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| 15 | moral - objective - morality - immoral - morals | 104 | 15_moral_objective_morality_immoral |
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| 58 |
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| 16 | armenian - armenians - turkish - genocide - turkey | 100 | 16_armenian_armenians_turkish_genocide |
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| 59 |
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| 17 | den - polygon - points - algorithm - xxxx | 100 | 17_den_polygon_points_algorithm |
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| 60 |
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| 18 | ted - post - you - posts - teel | 98 | 18_ted_post_you_posts |
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| 61 |
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| 19 | 3d - graphics - grafsys - animation - search | 91 | 19_3d_graphics_grafsys_animation |
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| 62 |
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| 20 | simms - simm - vram - ram - memory | 83 | 20_simms_simm_vram_ram |
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| 63 |
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| 21 | db - mov - windows - memory - blbh | 83 | 21_db_mov_windows_memory |
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| 64 |
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| 22 | drive - drives - scsi - multisession - hard | 81 | 22_drive_drives_scsi_multisession |
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| 65 |
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| 23 | islam - quran - rushdie - islamic - muhammad | 79 | 23_islam_quran_rushdie_islamic |
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| 66 |
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| 24 | cancer - doctor - medical - medicine - gr | 77 | 24_cancer_doctor_medical_medicine |
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| 67 |
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| 25 | games - sega - joystick - game - arcade | 76 | 25_games_sega_joystick_game |
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| 68 |
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| 26 | pain - migraine - diet - cancer - drug | 74 | 26_pain_migraine_diet_cancer |
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| 69 |
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| 27 | symbol - error - undefined - libxmulibxmuso - doug | 73 | 27_symbol_error_undefined_libxmulibxmuso |
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| 70 |
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| 28 | ites - - - - | 72 | 28_ites___ |
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| 71 |
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| 29 | homosexuality - homosexual - homosexuals - sex - paul | 72 | 29_homosexuality_homosexual_homosexuals_sex |
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| 72 |
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| 30 | modem - fax - modems - courier - v32bis | 70 | 30_modem_fax_modems_courier |
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| 73 |
+
| 31 | msg - food - chinese - foods - glutamate | 69 | 31_msg_food_chinese_foods |
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| 74 |
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| 32 | meg - drive - ram - serial - sale | 68 | 32_meg_drive_ram_serial |
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| 75 |
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| 33 | printer - ink - hp - printers - deskjet | 63 | 33_printer_ink_hp_printers |
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| 76 |
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| 34 | dos - pom - cds - mpc - cd | 62 | 34_dos_pom_cds_mpc |
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| 77 |
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| 35 | solar - planets - spacecraft - planet - earth | 62 | 35_solar_planets_spacecraft_planet |
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| 78 |
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| 36 | radar - detector - detectors - alarm - ka | 62 | 36_radar_detector_detectors_alarm |
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| 79 |
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| 37 | sky - advertising - billboard - billboards - light | 61 | 37_sky_advertising_billboard_billboards |
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| 80 |
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| 38 | space - launch - station - nasa - redesign | 60 | 38_space_launch_station_nasa |
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| 81 |
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| 39 | candida - yeast - infection - infections - antibiotic | 60 | 39_candida_yeast_infection_infections |
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| 82 |
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| 40 | - - - - | 58 | 40____ |
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| 83 |
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| 41 | tax - senior - administration - russia - taxes | 58 | 41_tax_senior_administration_russia |
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| 84 |
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| 42 | batf - warrant - raid - fbi - compound | 58 | 42_batf_warrant_raid_fbi |
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| 85 |
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| 43 | xv - 24bit - image - bit - images | 57 | 43_xv_24bit_image_bit |
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| 86 |
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| 44 | kinsey - sex - men - gay - sexual | 55 | 44_kinsey_sex_men_gay |
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| 87 |
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| 45 | diesel - diesels - emissions - oil - teflon | 54 | 45_diesel_diesels_emissions_oil |
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| 88 |
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| 46 | - - - - | 54 | 46____ |
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| 89 |
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| 47 | scsi - scsi2 - scsi1 - ide - asynchronous | 53 | 47_scsi_scsi2_scsi1_ide |
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| 90 |
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| 48 | - - - - | 53 | 48____ |
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| 91 |
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| 49 | colormap - gc - color - visual - window | 52 | 49_colormap_gc_color_visual |
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| 92 |
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| 50 | os2 - windows - nt - apps - run | 52 | 50_os2_windows_nt_apps |
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| 93 |
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| 51 | kuwait - iran - iraq - gulf - arabia | 51 | 51_kuwait_iran_iraq_gulf |
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| 94 |
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| 52 | hell - eternal - god - heaven - jesus | 50 | 52_hell_eternal_god_heaven |
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| 95 |
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| 53 | mary - her - she - bernadette - sin | 49 | 53_mary_her_she_bernadette |
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| 96 |
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| 54 | oil - drain - indicators - bolt - car | 49 | 54_oil_drain_indicators_bolt |
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| 97 |
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| 55 | were - armenians - they - azerbaijan - her | 49 | 55_were_armenians_they_azerbaijan |
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| 98 |
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| 56 | reno - waco - president - federal - fbi | 48 | 56_reno_waco_president_federal |
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| 99 |
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| 57 | battery - batteries - concrete - discharge - temperature | 48 | 57_battery_batteries_concrete_discharge |
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| 100 |
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| 58 | copy - protection - program - backup - software | 48 | 58_copy_protection_program_backup |
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| 101 |
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| 59 | paint - wax - plastic - scratches - finish | 46 | 59_paint_wax_plastic_scratches |
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| 102 |
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| 60 | insurance - geico - car - accident - rates | 46 | 60_insurance_geico_car_accident |
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| 103 |
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| 61 | science - methodology - scientific - empirical - theory | 46 | 61_science_methodology_scientific_empirical |
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| 104 |
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| 62 | hst - reboost - mission - shuttle - orbit | 45 | 62_hst_reboost_mission_shuttle |
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| 105 |
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| 63 | moon - lunar - prize - billion - money | 44 | 63_moon_lunar_prize_billion |
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| 106 |
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| 64 | militia - amendment - arms - bear - right | 44 | 64_militia_amendment_arms_bear |
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| 107 |
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| 65 | mouse - driver - mice - ball - mousecom | 43 | 65_mouse_driver_mice_ball |
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| 108 |
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| 66 | evidence - exist - existence - evolution - god | 43 | 66_evidence_exist_existence_evolution |
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| 109 |
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| 67 | book - books - chemistry - paperback - spice | 43 | 67_book_books_chemistry_paperback |
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| 110 |
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| 68 | each - - - - | 43 | 68_each___ |
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| 111 |
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| 69 | books - canon - scripture - bible - hebrew | 42 | 69_books_canon_scripture_bible |
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| 112 |
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| 70 | drugs - drug - cocaine - marijuana - lsd | 42 | 70_drugs_drug_cocaine_marijuana |
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| 113 |
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| 71 | greek - greece - turkish - greeks - cyprus | 42 | 71_greek_greece_turkish_greeks |
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| 114 |
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| 72 | serbs - muslims - bosnian - croats - serbian | 41 | 72_serbs_muslims_bosnian_croats |
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| 115 |
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| 73 | cheek - yep - huh - - | 41 | 73_cheek_yep_huh_ |
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| 116 |
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| 74 | miles - car - toyota - amfm - condition | 41 | 74_miles_car_toyota_amfm |
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| 117 |
+
| 75 | - - - - | 40 | 75____ |
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| 118 |
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| 76 | dog - dogs - bike - chase - trained | 40 | 76_dog_dogs_bike_chase |
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| 119 |
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| 77 | trial - cooper - spence - boomer - court | 39 | 77_trial_cooper_spence_boomer |
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| 120 |
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| 78 | clutch - shift - transmission - gear - gears | 39 | 78_clutch_shift_transmission_gear |
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| 121 |
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| 79 | motherboard - ram - mb - bios - supply | 39 | 79_motherboard_ram_mb_bios |
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| 122 |
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| 80 | government - libertarians - libertarian - regulation - libertarianism | 39 | 80_government_libertarians_libertarian_regulation |
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| 123 |
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| 81 | hotel - voucher - package - vacation - room | 38 | 81_hotel_voucher_package_vacation |
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| 124 |
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| 82 | cop - ticket - drunk - driving - dwi | 38 | 82_cop_ticket_drunk_driving |
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| 125 |
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| 83 | phone - dial - number - line - lines | 38 | 83_phone_dial_number_line |
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| 126 |
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| 84 | lane - car - behind - traffic - bike | 38 | 84_lane_car_behind_traffic |
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| 127 |
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| 85 | penalty - death - punishment - cruel - murder | 37 | 85_penalty_death_punishment_cruel |
|
| 128 |
+
| 86 | tape - backup - tapes - drive - munroe | 37 | 86_tape_backup_tapes_drive |
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| 129 |
+
| 87 | - - - - | 37 | 87____ |
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| 130 |
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| 88 | modem - serial - cts - dce - null | 37 | 88_modem_serial_cts_dce |
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| 131 |
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| 89 | antenna - circuits - antennas - design - mixer | 37 | 89_antenna_circuits_antennas_design |
|
| 132 |
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| 90 | - - - - | 36 | 90____ |
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| 133 |
+
| 91 | ra - satan - ezekiel - god - thou | 36 | 91_ra_satan_ezekiel_god |
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| 134 |
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| 92 | board - connector - motherboard - card - docs | 36 | 92_board_connector_motherboard_card |
|
| 135 |
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| 93 | oort - cloud - grbs - gamma - burst | 36 | 93_oort_cloud_grbs_gamma |
|
| 136 |
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| 94 | server - xdm - 00 - login - error | 35 | 94_server_xdm_00_login |
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| 137 |
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| 95 | ripem - key - entry - des - rsa | 35 | 95_ripem_key_entry_des |
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| 138 |
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| 96 | jehovah - elohim - lord - mormon - mcconkie | 35 | 96_jehovah_elohim_lord_mormon |
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| 139 |
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| 97 | fan - cpu - heat - sink - fans | 34 | 97_fan_cpu_heat_sink |
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| 140 |
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| 98 | drivers - card - driver - cirrus - bitblaster | 34 | 98_drivers_card_driver_cirrus |
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| 141 |
+
| 99 | water - dept - phd - energy - environmental | 34 | 99_water_dept_phd_energy |
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| 142 |
+
| 100 | countersteering - bike - lean - technique - turn | 34 | 100_countersteering_bike_lean_technique |
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| 143 |
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| 101 | kirlian - photography - leaf - pictures - krillean | 34 | 101_kirlian_photography_leaf_pictures |
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| 144 |
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| 102 | jesus - disciples - tomb - he - resurrection | 32 | 102_jesus_disciples_tomb_he |
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| 145 |
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| 103 | - - - - | 32 | 103____ |
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| 146 |
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| 104 | insurance - health - private - care - canada | 32 | 104_insurance_health_private_care |
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| 147 |
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| 105 | fonts - font - tt - truetype - atm | 32 | 105_fonts_font_tt_truetype |
|
| 148 |
+
| 106 | monitor - vga - monitors - lc - video | 31 | 106_monitor_vga_monitors_lc |
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| 149 |
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| 107 | marriage - married - marry - ceremony - marriages | 31 | 107_marriage_married_marry_ceremony |
|
| 150 |
+
| 108 | hb - sb - firearms - nra - committee | 31 | 108_hb_sb_firearms_nra |
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| 151 |
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| 109 | allocation - linked - dos - cross - unit | 31 | 109_allocation_linked_dos_cross |
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| 152 |
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| 110 | - - - - | 31 | 110____ |
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| 153 |
+
| 111 | aaron - baptism - sin - infants - faith | 31 | 111_aaron_baptism_sin_infants |
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| 154 |
+
| 112 | data - ftp - available - images - image | 30 | 112_data_ftp_available_images |
|
| 155 |
+
| 113 | hacker - computer - hackers - ethic - cs | 30 | 113_hacker_computer_hackers_ethic |
|
| 156 |
+
| 114 | boeing - letter - mail - advertising - house | 30 | 114_boeing_letter_mail_advertising |
|
| 157 |
+
| 115 | guide - shipping - disks - manuals - sale | 30 | 115_guide_shipping_disks_manuals |
|
| 158 |
+
| 116 | spacecraft - probe - mission - mars - probes | 30 | 116_spacecraft_probe_mission_mars |
|
| 159 |
+
| 117 | scanner - logitech - ocr - scanners - scanman | 29 | 117_scanner_logitech_ocr_scanners |
|
| 160 |
+
| 118 | sexual - enviroleague - homosexuality - homosexuals - bestiality | 29 | 118_sexual_enviroleague_homosexuality_homosexuals |
|
| 161 |
+
| 119 | pds - nubus - lc - slot - card | 29 | 119_pds_nubus_lc_slot |
|
| 162 |
+
| 120 | art - - - - | 28 | 120_art___ |
|
| 163 |
+
| 121 | dealer - price - saturn - std - car | 28 | 121_dealer_price_saturn_std |
|
| 164 |
+
| 122 | monitor - off - turn - computer - electricity | 28 | 122_monitor_off_turn_computer |
|
| 165 |
+
| 123 | bolick - godless - maddi - nickname - nicknames | 28 | 123_bolick_godless_maddi_nickname |
|
| 166 |
+
| 124 | 1st - wolverine - comics - hulk - art | 27 | 124_1st_wolverine_comics_hulk |
|
| 167 |
+
| 125 | uv - leds - light - blue - bulb | 27 | 125_uv_leds_light_blue |
|
| 168 |
+
| 126 | meat - carcinogenic - food - smoke - carcinogens | 27 | 126_meat_carcinogenic_food_smoke |
|
| 169 |
+
| 127 | duo - clock - date - bios - battery | 27 | 127_duo_clock_date_bios |
|
| 170 |
+
| 128 | graphics - ray - 3d - widget - rayshade | 27 | 128_graphics_ray_3d_widget |
|
| 171 |
+
| 129 | mhz - clock - cpu - operational - fpu | 26 | 129_mhz_clock_cpu_operational |
|
| 172 |
+
| 130 | printer - laserwriter - print - driver - ls | 26 | 130_printer_laserwriter_print_driver |
|
| 173 |
+
| 131 | cancer - medical - center - centers - research | 26 | 131_cancer_medical_center_centers |
|
| 174 |
+
| 132 | helmet - liner - foam - cb - helmets | 26 | 132_helmet_liner_foam_cb |
|
| 175 |
+
| 133 | winbench - vlb - graphite - winmarks - stealth | 25 | 133_winbench_vlb_graphite_winmarks |
|
| 176 |
+
| 134 | mhz - 486dx250 - bus - speed - 50mhz | 25 | 134_mhz_486dx250_bus_speed |
|
| 177 |
+
| 135 | maxaxaxaxaxaxaxaxaxaxaxaxaxaxax - mg9vg9vg9vg9vg9vg9vg9vg9vg9vg9vg9vg9vg9vg9vg9v - m4 - mp - 14 | 25 | 135_maxaxaxaxaxaxaxaxaxaxaxaxaxaxax_mg9vg9vg9vg9vg9vg9vg9vg9vg9vg9vg9vg9vg9vg9vg9v_m4_mp |
|
| 178 |
+
| 136 | schools - moment - silence - prayer - cult | 25 | 136_schools_moment_silence_prayer |
|
| 179 |
+
| 137 | ghostscript - postscript - pageview - ghostview - dsc | 25 | 137_ghostscript_postscript_pageview_ghostview |
|
| 180 |
+
| 138 | celp - speech - dsp - voice - compression | 25 | 138_celp_speech_dsp_voice |
|
| 181 |
+
| 139 | christian - christianity - oo - you - yourself | 24 | 139_christian_christianity_oo_you |
|
| 182 |
+
| 140 | irq - com3 - com1 - port - com | 24 | 140_irq_com3_com1_port |
|
| 183 |
+
| 141 | myers - stephanopoulos - president - ms - mr | 24 | 141_myers_stephanopoulos_president_ms |
|
| 184 |
+
| 142 | professors - university - class - schools - champaignurbana | 24 | 142_professors_university_class_schools |
|
| 185 |
+
| 143 | pope - church - schism - orthodox - creed | 24 | 143_pope_church_schism_orthodox |
|
| 186 |
+
| 144 | shaft - wheelie - wheelies - shaftdrive - wheel | 24 | 144_shaft_wheelie_wheelies_shaftdrive |
|
| 187 |
+
| 145 | clinton - bush - quayle - fingers - hed | 24 | 145_clinton_bush_quayle_fingers |
|
| 188 |
+
| 146 | mode - vesa - modes - vga - video | 24 | 146_mode_vesa_modes_vga |
|
| 189 |
+
| 147 | scope - scopes - oscilloscope - tektronix - 205 | 23 | 147_scope_scopes_oscilloscope_tektronix |
|
| 190 |
+
| 148 | odometer - sensor - mileage - speedo - gauge | 23 | 148_odometer_sensor_mileage_speedo |
|
| 191 |
+
| 149 | bmw - list - bmws - message - matty | 23 | 149_bmw_list_bmws_message |
|
| 192 |
+
| 150 | midi - driver - sound - blaster - soundblaster | 22 | 150_midi_driver_sound_blaster |
|
| 193 |
+
| 151 | lock - kryptonite - cable - locks - bike | 22 | 151_lock_kryptonite_cable_locks |
|
| 194 |
+
| 152 | monitor - problem - apple - 610 - centris | 22 | 152_monitor_problem_apple_610 |
|
| 195 |
+
| 153 | lens - camera - nikon - zoom - flash | 21 | 153_lens_camera_nikon_zoom |
|
| 196 |
+
| 154 | hiv - aids - needles - health - patients | 21 | 154_hiv_aids_needles_health |
|
| 197 |
+
| 155 | nuclear - weapons - plutonium - weapon - clancy | 21 | 155_nuclear_weapons_plutonium_weapon |
|
| 198 |
+
| 156 | wave - bikers - harley - riders - waving | 21 | 156_wave_bikers_harley_riders |
|
| 199 |
+
| 157 | truth - bible - arrogance - absolute - ra | 21 | 157_truth_bible_arrogance_absolute |
|
| 200 |
+
| 158 | 17 - trinitron - nanao - viewsonic - tube | 21 | 158_17_trinitron_nanao_viewsonic |
|
| 201 |
+
| 159 | zane - 2ti - church - faith - book | 21 | 159_zane_2ti_church_faith |
|
| 202 |
+
| 160 | rights - foa - right - slavery - labor | 20 | 160_rights_foa_right_slavery |
|
| 203 |
+
| 161 | machine - card - beeps - error - register | 20 | 161_machine_card_beeps_error |
|
| 204 |
+
| 162 | eye - prk - cornea - rk - vision | 19 | 162_eye_prk_cornea_rk |
|
| 205 |
+
| 163 | cooling - water - steam - towers - plants | 19 | 163_cooling_water_steam_towers |
|
| 206 |
+
| 164 | ear - wax - ears - acne - syringe | 19 | 164_ear_wax_ears_acne |
|
| 207 |
+
| 165 | muscle - papillomatosis - disease - spasms - dn | 18 | 165_muscle_papillomatosis_disease_spasms |
|
| 208 |
+
| 166 | revolver - kratz - gun - safety - glock | 18 | 166_revolver_kratz_gun_safety |
|
| 209 |
+
| 167 | jim - context - articles - hypocrite - trm | 18 | 167_jim_context_articles_hypocrite |
|
| 210 |
+
| 168 | tempest - equipment - monitor - emissions - radiation | 18 | 168_tempest_equipment_monitor_emissions |
|
| 211 |
+
| 169 | cramer - homosexual - men - male - homosexuals | 18 | 169_cramer_homosexual_men_male |
|
| 212 |
+
| 170 | ham - interference - radio - rf - transmitter | 18 | 170_ham_interference_radio_rf |
|
| 213 |
+
| 171 | quoting - article - 1993apr150242468076virginiaedu - nough - ejv2jvirginiaedu | 17 | 171_quoting_article_1993apr150242468076virginiaedu_nough |
|
| 214 |
+
| 172 | agrep - pgp - code - source - encryption | 17 | 172_agrep_pgp_code_source |
|
| 215 |
+
| 173 | dma - bus - ide - isa - mbs | 17 | 173_dma_bus_ide_isa |
|
| 216 |
+
| 174 | autoexecbat - desktop - norton - ndw - windows | 17 | 174_autoexecbat_desktop_norton_ndw |
|
| 217 |
+
| 175 | ms - survey - microsoft - users - msdos | 17 | 175_ms_survey_microsoft_users |
|
| 218 |
+
| 176 | dialing - tone - sweden - phone - germany | 17 | 176_dialing_tone_sweden_phone |
|
| 219 |
+
| 177 | her - bike - passenger - ride - she | 17 | 177_her_bike_passenger_ride |
|
| 220 |
+
| 178 | ups - weick - him - stock - chaparral | 16 | 178_ups_weick_him_stock |
|
| 221 |
+
| 179 | prophecies - prophecy - lord - scripture - prophet | 16 | 179_prophecies_prophecy_lord_scripture |
|
| 222 |
+
| 180 | test - abo - b4 - message - consistently | 16 | 180_test_abo_b4_message |
|
| 223 |
+
| 181 | son - god - jesus - father - holy | 16 | 181_son_god_jesus_father |
|
| 224 |
+
| 182 | sabbath - moses - tablets - commandments - ceremonial | 16 | 182_sabbath_moses_tablets_commandments |
|
| 225 |
+
| 183 | jacket - womens - pants - clothing - pockets | 16 | 183_jacket_womens_pants_clothing |
|
| 226 |
+
| 184 | xterm - xterms - cursor - emu - blinking | 16 | 184_xterm_xterms_cursor_emu |
|
| 227 |
+
| 185 | abortion - abortions - women - choice - pregnancy | 15 | 185_abortion_abortions_women_choice |
|
| 228 |
+
| 186 | card - ati - s3 - cards - orchid | 15 | 186_card_ati_s3_cards |
|
| 229 |
+
| 187 | wasps - chiggers - centipedes - millipedes - polish | 15 | 187_wasps_chiggers_centipedes_millipedes |
|
| 230 |
+
| 188 | image - processing - analysis - tools - plplot | 15 | 188_image_processing_analysis_tools |
|
| 231 |
+
| 189 | fonts - pi - fences - truetype - select | 15 | 189_fonts_pi_fences_truetype |
|
| 232 |
+
| 190 | cview - temp - directory - files - disk | 15 | 190_cview_temp_directory_files |
|
| 233 |
+
| 191 | easter - resurrection - pagan - goddess - celebration | 15 | 191_easter_resurrection_pagan_goddess |
|
| 234 |
+
| 192 | windows - network - dos - files - lan | 15 | 192_windows_network_dos_files |
|
| 235 |
+
| 193 | fat - weight - insulin - muscle - chromium | 15 | 193_fat_weight_insulin_muscle |
|
| 236 |
+
| 194 | icon - icons - click - winini - saver | 14 | 194_icon_icons_click_winini |
|
| 237 |
+
| 195 | sampling - rate - oversampling - pcboard - filter | 14 | 195_sampling_rate_oversampling_pcboard |
|
| 238 |
+
| 196 | crohns - inflammation - cleansing - fatty - patients | 14 | 196_crohns_inflammation_cleansing_fatty |
|
| 239 |
+
| 197 | kidney - stones - calcium - magnesium - stone | 14 | 197_kidney_stones_calcium_magnesium |
|
| 240 |
+
| 198 | manhattan - bobbeviceicotekcom - beauchaine - sank - bronx | 14 | 198_manhattan_bobbeviceicotekcom_beauchaine_sank |
|
| 241 |
+
| 199 | ground - grounding - conductor - neutral - wire | 14 | 199_ground_grounding_conductor_neutral |
|
| 242 |
+
| 200 | keyboard - rsi - typing - exercises - pc | 14 | 200_keyboard_rsi_typing_exercises |
|
| 243 |
+
| 201 | tongues - language - speak - tounges - church | 14 | 201_tongues_language_speak_tounges |
|
| 244 |
+
| 202 | 610 - iivx - centris - c610 - apple | 13 | 202_610_iivx_centris_c610 |
|
| 245 |
+
| 203 | anonymous - anonymity - privacy - internet - encryption | 13 | 203_anonymous_anonymity_privacy_internet |
|
| 246 |
+
| 204 | rosicrucian - rosicrucians - amorc - lectorium - crucis | 13 | 204_rosicrucian_rosicrucians_amorc_lectorium |
|
| 247 |
+
| 205 | apple - dock - duo - powerpc - powerbook | 13 | 205_apple_dock_duo_powerpc |
|
| 248 |
+
| 206 | diamond - stealth - drivers - card - video | 13 | 206_diamond_stealth_drivers_card |
|
| 249 |
+
| 207 | religion - justifiable - war - wars - history | 13 | 207_religion_justifiable_war_wars |
|
| 250 |
+
| 208 | sin - hate - love - sinner - hating | 13 | 208_sin_hate_love_sinner |
|
| 251 |
+
| 209 | software - process - level - shuttle - wingert | 12 | 209_software_process_level_shuttle |
|
| 252 |
+
| 210 | memory - shared - server - pixmaps - xputimage | 12 | 210_memory_shared_server_pixmaps |
|
| 253 |
+
| 211 | smiley - karla - smileys - kuiper - qb1 | 12 | 211_smiley_karla_smileys_kuiper |
|
| 254 |
+
| 212 | 68070 - 68040 - motorola - instruction - 68010 | 12 | 212_68070_68040_motorola_instruction |
|
| 255 |
+
| 213 | markocsmdocscom - book - wilson - 13016012215 - 18009229204 | 12 | 213_markocsmdocscom_book_wilson_13016012215 |
|
| 256 |
+
| 214 | stud - footpeg - bike - leg - hole | 12 | 214_stud_footpeg_bike_leg |
|
| 257 |
+
| 215 | 42 - tea - question - answer - universe | 12 | 215_42_tea_question_answer |
|
| 258 |
+
| 216 | blacks - african - white - culture - americans | 12 | 216_blacks_african_white_culture |
|
| 259 |
+
| 217 | boards - solder - mask - green - board | 11 | 217_boards_solder_mask_green |
|
| 260 |
+
| 218 | clinton - slightest - bush - choosing - government | 11 | 218_clinton_slightest_bush_choosing |
|
| 261 |
+
| 219 | placebo - jb - rr - medicine - effect | 11 | 219_placebo_jb_rr_medicine |
|
| 262 |
+
| 220 | 8177 - techniciandr - dod - student - speed | 11 | 220_8177_techniciandr_dod_student |
|
| 263 |
+
| 221 | 8051 - nextstep - hendry - assembler - signetics | 11 | 221_8051_nextstep_hendry_assembler |
|
| 264 |
+
| 222 | church - crossroads - movement - churches - boston | 11 | 222_church_crossroads_movement_churches |
|
| 265 |
+
| 223 | stuffit - system - files - disk - macintosh | 11 | 223_stuffit_system_files_disk |
|
| 266 |
+
| 224 | whatever - ye - shall - lord - heaven | 11 | 224_whatever_ye_shall_lord |
|
| 267 |
+
| 225 | vv - mac - eeeee - eeee - iigs | 10 | 225_vv_mac_eeeee_eeee |
|
| 268 |
+
| 226 | media - nw - washington - dc - street | 10 | 226_media_nw_washington_dc |
|
| 269 |
+
| 227 | looking - sale - drills - eli - condition | 10 | 227_looking_sale_drills_eli |
|
| 270 |
+
| 228 | print - printer - drag - file - capture | 10 | 228_print_printer_drag_file |
|
| 271 |
+
| 229 | magi - osiris - masonry - zoroastrian - zoroastrianism | 10 | 229_magi_osiris_masonry_zoroastrian |
|
| 272 |
+
| 230 | stephanopoulos - mr - president - serbs - bosnia | 10 | 230_stephanopoulos_mr_president_serbs |
|
| 273 |
+
|
| 274 |
+
</details>
|
| 275 |
+
|
| 276 |
+
## Training hyperparameters
|
| 277 |
+
|
| 278 |
+
* calculate_probabilities: False
|
| 279 |
+
* language: english
|
| 280 |
+
* low_memory: False
|
| 281 |
+
* min_topic_size: 10
|
| 282 |
+
* n_gram_range: (1, 1)
|
| 283 |
+
* nr_topics: None
|
| 284 |
+
* seed_topic_list: None
|
| 285 |
+
* top_n_words: 10
|
| 286 |
+
* verbose: False
|
| 287 |
+
* zeroshot_min_similarity: 0.7
|
| 288 |
+
* zeroshot_topic_list: None
|
| 289 |
+
|
| 290 |
+
## Framework versions
|
| 291 |
+
|
| 292 |
+
* Numpy: 2.3.5
|
| 293 |
+
* HDBSCAN: 0.8.41
|
| 294 |
+
* UMAP: 0.5.11
|
| 295 |
+
* Pandas: 3.0.0
|
| 296 |
+
* Scikit-Learn: 1.8.0
|
| 297 |
+
* Sentence-transformers: 5.2.0
|
| 298 |
+
* Transformers: 4.57.6
|
| 299 |
+
* Numba: 0.63.1
|
| 300 |
+
* Plotly: 6.5.2
|
| 301 |
+
* Python: 3.11.14
|
config.json
ADDED
|
@@ -0,0 +1,17 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"calculate_probabilities": false,
|
| 3 |
+
"language": "english",
|
| 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 |
+
"embedding_model": "sentence-transformers/all-MiniLM-L6-v2"
|
| 17 |
+
}
|
ctfidf.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:bf29f43531f86b682cfd4d20fbdcfa843d90e6907333bea693d0e36f709c3148
|
| 3 |
+
size 6897144
|
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:e9620e34f8a2867bafc8ffdf536b7ee8444e6062ef5bd39b95b1a5e33c677e76
|
| 3 |
+
size 356440
|
topics.json
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|