Add BERTopic model

e650581 verified 3 months ago

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	---
	tags:
	- bertopic
	library_name: bertopic
	pipeline_tag: text-classification
	---

	# NewBERTopicCEEW_lemmatize_nocommonwords

	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("VATSAL1729/NewBERTopicCEEW_lemmatize_nocommonwords")

	topic_model.get_topic_info()
	```

	## Topic overview

	* Number of topics: 469
	* Number of training documents: 92948

	<details>
	<summary>Click here for an overview of all topics.</summary>

	\| Topic ID \| Topic Keywords \| Topic Frequency \| Label \|
	\|----------\|----------------\|-----------------\|-------\|
	\| -1 \| encourage - fall - tube - excessive - hook \| 42 \| -1_encourage_fall_tube_excessive \|
	\| 0 \| - - - - \| 13603 \| 0____ \|
	\| 1 \| butter - corn - rice - blending - protein \| 43102 \| 1_butter_corn_rice_blending \|
	\| 2 \| weave - basket - strip - twig - craft \| 458 \| 2_weave_basket_strip_twig \|
	\| 3 \| chisel - hammer - wooden - saw - smoothly \| 314 \| 3_chisel_hammer_wooden_saw \|
	\| 4 \| glassware - pot - utensil - dish - plate \| 292 \| 4_glassware_pot_utensil_dish \|
	\| 5 \| dirt - wipe - smudge - furniture - brush \| 266 \| 5_dirt_wipe_smudge_furniture \|
	\| 6 \| travel - supported - luggage - itinerant - traveling \| 230 \| 6_travel_supported_luggage_itinerant \|
	\| 7 \| suggestion - suggest - recommendation - recommend - circle \| 223 \| 7_suggestion_suggest_recommendation_recommend \|
	\| 8 \| idle - minimise - riot - disruption - lagging \| 213 \| 8_idle_minimise_riot_disruption \|
	\| 9 \| explosive - blast - munition - rake - stopping \| 185 \| 9_explosive_blast_munition_rake \|
	\| 10 \| bolt - coil - screw - fast - collar \| 179 \| 10_bolt_coil_screw_fast \|
	\| 11 \| sorting - sort - discard - inspecting - sorted \| 174 \| 11_sorting_sort_discard_inspecting \|
	\| 12 \| baker - cake - pantry - artisan - decoration \| 173 \| 12_baker_cake_pantry_artisan \|
	\| 13 \| oxygen - torch - thermal - arc - ame \| 171 \| 13_oxygen_torch_thermal_arc \|
	\| 14 \| grid - module - interconnection - terminal - parallel \| 166 \| 14_grid_module_interconnection_terminal \|
	\| 15 \| pulley - suspension - pointing - gearbox - rake \| 163 \| 15_pulley_suspension_pointing_gearbox \|
	\| 16 \| proportion - additional - addition - characteristic - pitch \| 160 \| 16_proportion_additional_addition_characteristic \|
	\| 17 \| instrumentation - frequency - sound - abnormal - fro \| 158 \| 17_instrumentation_frequency_sound_abnormal \|
	\| 18 \| forecast - schelling - prediction - script - investigate \| 154 \| 18_forecast_schelling_prediction_script \|
	\| 19 \| shield - entire - taste - knee - neck \| 150 \| 19_shield_entire_taste_knee \|
	\| 20 \| cruel - seizing - passage - damaging - exhausted \| 148 \| 20_cruel_seizing_passage_damaging \|
	\| 21 \| international - national - framework - reasoning - comparing \| 146 \| 21_international_national_framework_reasoning \|
	\| 22 \| refrigeration - freeze - evaporation - coil - condensed \| 144 \| 22_refrigeration_freeze_evaporation_coil \|
	\| 23 \| accuracy - precision - combined - depending - precise \| 143 \| 23_accuracy_precision_combined_depending \|
	\| 24 \| welcome - home - visitor - visit - extent \| 141 \| 24_welcome_home_visitor_visit \|
	\| 25 \| drinking - drink - tea - serve - provision \| 139 \| 25_drinking_drink_tea_serve \|
	\| 26 \| dye - coloring - grass - coat - twig \| 137 \| 26_dye_coloring_grass_coat \|
	\| 27 \| insurance - - - - \| 133 \| 27_insurance___ \|
	\| 28 \| theater - entertainment - theme - attractive - cultural \| 133 \| 28_theater_entertainment_theme_attractive \|
	\| 29 \| sketch - draw - blueprint - image - trace \| 130 \| 29_sketch_draw_blueprint_image \|
	\| 30 \| dusting - coloured - teeth - wearing - clothes \| 130 \| 30_dusting_coloured_teeth_wearing \|
	\| 31 \| winter - rapid - bow - pad - waterproof \| 130 \| 31_winter_rapid_bow_pad \|
	\| 32 \| worksite - chip - extent - balancing - \| 129 \| 32_worksite_chip_extent_balancing \|
	\| 33 \| match - recorded - history - look - suitably \| 128 \| 33_match_recorded_history_look \|
	\| 34 \| satisfaction - addressed - discontent - combined - half \| 127 \| 34_satisfaction_addressed_discontent_combined \|
	\| 35 \| rope - helmet - rock - course - sings \| 127 \| 35_rope_helmet_rock_course \|
	\| 36 \| adherence - designing - forward - actual - designer \| 127 \| 36_adherence_designing_forward_actual \|
	\| 37 \| adapt - climate - class - study - \| 126 \| 37_adapt_climate_class_study \|
	\| 38 \| expedition - leader - tree - porter - oozing \| 126 \| 38_expedition_leader_tree_porter \|
	\| 39 \| abnormality - anomaly - attained - recruit - gradually \| 124 \| 39_abnormality_anomaly_attained_recruit \|
	\| 40 \| apron - covering - waterproof - dressing - coat \| 124 \| 40_apron_covering_waterproof_dressing \|
	\| 41 \| ask - helper - pool - bearer - enquire \| 124 \| 41_ask_helper_pool_bearer \|
	\| 42 \| implication - encountered - description - consequence - preliminary \| 124 \| 42_implication_encountered_description_consequence \|
	\| 43 \| house - remaining - map - region - surrounding \| 122 \| 43_house_remaining_map_region \|
	\| 44 \| thickness - width - turning - sliding - shaping \| 122 \| 44_thickness_width_turning_sliding \|
	\| 45 \| sickness - giving - organic - improper - attention \| 120 \| 45_sickness_giving_organic_improper \|
	\| 46 \| anticipated - expected - equivalent - typical - want \| 119 \| 46_anticipated_expected_equivalent_typical \|
	\| 47 \| quotation - compile - treating - - \| 119 \| 47_quotation_compile_treating_ \|
	\| 48 \| equality - abnormality - sickness - remain - home \| 119 \| 48_equality_abnormality_sickness_remain \|
	\| 49 \| rubber - noble - nut - intake - parking \| 118 \| 49_rubber_noble_nut_intake \|
	\| 50 \| consistent - consistently - bulk - consistency - tormented \| 117 \| 50_consistent_consistently_bulk_consistency \|
	\| 51 \| accommodation - booking - public - paid - allot \| 117 \| 51_accommodation_booking_public_paid \|
	\| 52 \| autoconer - mind - automobile - telematics - reliability \| 117 \| 52_autoconer_mind_automobile_telematics \|
	\| 53 \| cash - tall - exchange - acquire - cum \| 116 \| 53_cash_tall_exchange_acquire \|
	\| 54 \| family - ache - knee - break - \| 114 \| 54_family_ache_knee_break \|
	\| 55 \| exchange - culture - vat - blended - plate \| 114 \| 55_exchange_culture_vat_blended \|
	\| 56 \| optical - detection - detect - detector - man \| 114 \| 56_optical_detection_detect_detector \|
	\| 57 \| lamp - methode - ame - rake - viewing \| 113 \| 57_lamp_methode_ame_rake \|
	\| 58 \| participant - session - alternative - trained - engagement \| 113 \| 58_participant_session_alternative_trained \|
	\| 59 \| extruded - die - stamped - kerseys - lowering \| 113 \| 59_extruded_die_stamped_kerseys \|
	\| 60 \| repeat - printed - convert - modeling - copy \| 113 \| 60_repeat_printed_convert_modeling \|
	\| 61 \| vanity - accepted - peri - associate - print \| 112 \| 61_vanity_accepted_peri_associate \|
	\| 62 \| liable - expenditure - liability - property - lease \| 112 \| 62_liable_expenditure_liability_property \|
	\| 63 \| grinder - grind - practical - granule - showcase \| 111 \| 63_grinder_grind_practical_granule \|
	\| 64 \| relating - pertaining - reported - sense - operative \| 111 \| 64_relating_pertaining_reported_sense \|
	\| 65 \| painting - brush - painted - hanging - brushing \| 110 \| 65_painting_brush_painted_hanging \|
	\| 66 \| aseptic - treated - ash - rise - evaporation \| 110 \| 66_aseptic_treated_ash_rise \|
	\| 67 \| moral - dark - marked - loaded - grass \| 110 \| 67_moral_dark_marked_loaded \|
	\| 68 \| today - opened - poor - shelf - rail \| 110 \| 68_today_opened_poor_shelf \|
	\| 69 \| selling - margin - sold - buying - paid \| 110 \| 69_selling_margin_sold_buying \|
	\| 70 \| axillary - rail - siege - blockade - friction \| 110 \| 70_axillary_rail_siege_blockade \|
	\| 71 \| shut - closure - closing - closed - fetch \| 109 \| 71_shut_closure_closing_closed \|
	\| 72 \| successful - showcase - study - picture - schematic \| 109 \| 72_successful_showcase_study_picture \|
	\| 73 \| engage - formality - attention - gather - engaging \| 109 \| 73_engage_formality_attention_gather \|
	\| 74 \| maintains - disruption - intake - coordination - realistic \| 109 \| 74_maintains_disruption_intake_coordination \|
	\| 75 \| resolved - resolution - inter - achieving - informed \| 109 \| 75_resolved_resolution_inter_achieving \|
	\| 76 \| embroidery - stitch - traditional - motif - indian \| 109 \| 76_embroidery_stitch_traditional_motif \|
	\| 77 \| screen - magnetic - separated - density - sitting \| 108 \| 77_screen_magnetic_separated_density \|
	\| 78 \| claim - insurance - took - selecting - typical \| 107 \| 78_claim_insurance_took_selecting \|
	\| 79 \| extraction - extract - city - extracted - logging \| 107 \| 79_extraction_extract_city_extracted \|
	\| 80 \| linen - dirty - par - stained - fresh \| 107 \| 80_linen_dirty_par_stained \|
	\| 81 \| recycle - big - decorative - rubber - marking \| 107 \| 81_recycle_big_decorative_rubber \|
	\| 82 \| regent - particular - stability - exposure - guidance \| 107 \| 82_regent_particular_stability_exposure \|
	\| 83 \| - - - - \| 106 \| 83____ \|
	\| 84 \| foundation - structural - mounting - civil - pile \| 106 \| 84_foundation_structural_mounting_civil \|
	\| 85 \| dismantling - transporting - fork - lowered - moist \| 105 \| 85_dismantling_transporting_fork_lowered \|
	\| 86 \| aroma - concentrate - evaluation - harmful - sensory \| 105 \| 86_aroma_concentrate_evaluation_harmful \|
	\| 87 \| executive - menu - appraise - ordering - directed \| 105 \| 87_executive_menu_appraise_ordering \|
	\| 88 \| compression - compressed - hole - oppressor - condensed \| 105 \| 88_compression_compressed_hole_oppressor \|
	\| 89 \| electrode - plasma - arc - force - tightness \| 104 \| 89_electrode_plasma_arc_force \|
	\| 90 \| repaired - remarked - repairing - flag - segregating \| 104 \| 90_repaired_remarked_repairing_flag \|
	\| 91 \| coordinating - tender - representative - analyzing - engagement \| 104 \| 91_coordinating_tender_representative_analyzing \|
	\| 92 \| stimulation - commercial - study - park - modeling \| 104 \| 92_stimulation_commercial_study_park \|
	\| 93 \| furnace - heating - boiler - melting - approximately \| 104 \| 93_furnace_heating_boiler_melting \|
	\| 94 \| troubleshooting - pollution - live - mob - approximately \| 103 \| 94_troubleshooting_pollution_live_mob \|
	\| 95 \| isolated - negative - priority - adequately - ache \| 103 \| 95_isolated_negative_priority_adequately \|
	\| 96 \| wind - turbine - proposed - conventional - hut \| 102 \| 96_wind_turbine_proposed_conventional \|
	\| 97 \| bias - conversion - farmer - cow - bale \| 101 \| 97_bias_conversion_farmer_cow \|
	\| 98 \| evidence - criterion - evaluation - competence - reviewing \| 101 \| 98_evidence_criterion_evaluation_competence \|
	\| 99 \| breakage - break - cracking - crack - wrong \| 101 \| 99_breakage_break_cracking_crack \|
	\| 100 \| blocked - changing - substance - class - highlight \| 100 \| 100_blocked_changing_substance_class \|
	\| 101 \| rooftop - dam - mounted - suitability - leveled \| 99 \| 101_rooftop_dam_mounted_suitability \|
	\| 102 \| technician - specialist - anddemonstrate - session - celebrated \| 98 \| 102_technician_specialist_anddemonstrate_session \|
	\| 103 \| unloading - unload - papa - watching - indicated \| 98 \| 103_unloading_unload_papa_watching \|
	\| 104 \| andros - disaster - undertaking - biodegradable - james \| 97 \| 104_andros_disaster_undertaking_biodegradable \|
	\| 105 \| natural - insect - alert - animal - raise \| 96 \| 105_natural_insect_alert_animal \|
	\| 106 \| strong - strength - weakness - capability - appealing \| 95 \| 106_strong_strength_weakness_capability \|
	\| 107 \| underground - locate - extended - shifting - foundation \| 94 \| 107_underground_locate_extended_shifting \|
	\| 108 \| economic - bending - aesthetic - climate - economy \| 94 \| 108_economic_bending_aesthetic_climate \|
	\| 109 \| placement - organised - placing - organizing - organizer \| 92 \| 109_placement_organised_placing_organizing \|
	\| 110 \| procured - ration - provision - helper - multi \| 92 \| 110_procured_ration_provision_helper \|
	\| 111 \| shortage - undesirable - fed - lack - unforeseen \| 92 \| 111_shortage_undesirable_fed_lack \|
	\| 112 \| recto - early - earliest - occurs - harder \| 92 \| 112_recto_early_earliest_occurs \|
	\| 113 \| week - gape - locate - normal - started \| 91 \| 113_week_gape_locate_normal \|
	\| 114 \| jacket - stir - pure - admit - burned \| 91 \| 114_jacket_stir_pure_admit \|
	\| 115 \| rodent - requiring - touch - extent - infestation \| 91 \| 115_rodent_requiring_touch_extent \|
	\| 116 \| ulm - saw - covering - say - outline \| 90 \| 116_ulm_saw_covering_say \|
	\| 117 \| unattended - visible - treat - - \| 90 \| 117_unattended_visible_treat_ \|
	\| 118 \| toxic - highly - treat - delivered - \| 90 \| 118_toxic_highly_treat_delivered \|
	\| 119 \| recall - exist - consumer - rejected - rejection \| 90 \| 119_recall_exist_consumer_rejected \|
	\| 120 \| debris - dump - season - accumulation - rise \| 89 \| 120_debris_dump_season_accumulation \|
	\| 121 \| conform - conforming - conformity - city - frequent \| 89 \| 121_conform_conforming_conformity_city \|
	\| 122 \| raising - insight - specialized - buying - attending \| 89 \| 122_raising_insight_specialized_buying \|
	\| 123 \| toilet - fauces - oozing - replenished - shower \| 89 \| 123_toilet_fauces_oozing_replenished \|
	\| 124 \| subordinate - - - - \| 89 \| 124_subordinate___ \|
	\| 125 \| - - - - \| 88 \| 125____ \|
	\| 126 \| requisite - navigation - laying - achieved - requiredfor \| 88 \| 126_requisite_navigation_laying_achieved \|
	\| 127 \| exhaust - exist - remain - waking - concentration \| 88 \| 127_exhaust_exist_remain_waking \|
	\| 128 \| cracked - glassware - suit - nerve - washed \| 87 \| 128_cracked_glassware_suit_nerve \|
	\| 129 \| carrot - creeping - peeling - bringing - autoconer \| 87 \| 129_carrot_creeping_peeling_bringing \|
	\| 130 \| handed - engagement - connect - camp - removing \| 87 \| 130_handed_engagement_connect_camp \|
	\| 131 \| andspeci - andrew - utilised - release - trouble \| 87 \| 131_andspeci_andrew_utilised_release \|
	\| 132 \| occurrence - combination - intervention - harmful - excess \| 86 \| 132_occurrence_combination_intervention_harmful \|
	\| 133 \| focus - fig - themachine - institutional - prospective \| 86 \| 133_focus_fig_themachine_institutional \|
	\| 134 \| merit - executive - subordinate - designed - delivered \| 86 \| 134_merit_executive_subordinate_designed \|
	\| 135 \| achievement - achieving - stay - recognized - achieved \| 86 \| 135_achievement_achieving_stay_recognized \|
	\| 136 \| leadership - recruit - leader - bossing - purchasing \| 86 \| 136_leadership_recruit_leader_bossing \|
	\| 137 \| roller - tapping - rolling - tip - steel \| 86 \| 137_roller_tapping_rolling_tip \|
	\| 138 \| cultural - diverse - unique - mind - interactive \| 86 \| 138_cultural_diverse_unique_mind \|
	\| 139 \| consult - recommend - encountered - developing - \| 85 \| 139_consult_recommend_encountered_developing \|
	\| 140 \| video - picture - photograph - brand - enhance \| 85 \| 140_video_picture_photograph_brand \|
	\| 141 \| knife - blade - extruded - opened - containing \| 85 \| 141_knife_blade_extruded_opened \|
	\| 142 \| - - - - \| 85 \| 142____ \|
	\| 143 \| engineer - supervision - specialist - analyzing - resolved \| 85 \| 143_engineer_supervision_specialist_analyzing \|
	\| 144 \| easily - easy - ease - shall - \| 85 \| 144_easily_easy_ease_shall \|
	\| 145 \| formal - writing - - - \| 85 \| 145_formal_writing__ \|
	\| 146 \| gather - failed - - - \| 84 \| 146_gather_failed__ \|
	\| 147 \| recovered - decorating - venue - disposed - explosive \| 82 \| 147_recovered_decorating_venue_disposed \|
	\| 148 \| human - son - boy - man - oneself \| 82 \| 148_human_son_boy_man \|
	\| 149 \| secondary - primary - interactive - tertiary - mr \| 82 \| 149_secondary_primary_interactive_tertiary \|
	\| 150 \| managing - ladder - applying - leaning - asset \| 82 \| 150_managing_ladder_applying_leaning \|
	\| 151 \| sealing - mechanic - seal - earth - wet \| 81 \| 151_sealing_mechanic_seal_earth \|
	\| 152 \| diameter - origin - square - depth - treating \| 81 \| 152_diameter_origin_square_depth \|
	\| 153 \| selected - usually - frequently - chosen - highly \| 81 \| 153_selected_usually_frequently_chosen \|
	\| 154 \| attach - discipline - initiate - medal - suspension \| 80 \| 154_attach_discipline_initiate_medal \|
	\| 155 \| strategy - strike - acted - scenario - strategic \| 80 \| 155_strategy_strike_acted_scenario \|
	\| 156 \| transferring - alert - adjusting - wet - attention \| 80 \| 156_transferring_alert_adjusting_wet \|
	\| 157 \| combed - lap - comb - carrier - mount \| 80 \| 157_combed_lap_comb_carrier \|
	\| 158 \| teeth - ash - pool - visibility - sprinkled \| 80 \| 158_teeth_ash_pool_visibility \|
	\| 159 \| doctor - prompt - frothy - appointed - center \| 80 \| 159_doctor_prompt_frothy_appointed \|
	\| 160 \| placed - neutral - - - \| 80 \| 160_placed_neutral__ \|
	\| 161 \| - - - - \| 80 \| 161____ \|
	\| 162 \| reaction - separately - shall - west - leaning \| 79 \| 162_reaction_separately_shall_west \|
	\| 163 \| protected - - - - \| 79 \| 163_protected___ \|
	\| 164 \| biological - depict - origin - detect - characteristic \| 79 \| 164_biological_depict_origin_detect \|
	\| 165 \| putting - candle - pillage - arson - shielding \| 78 \| 165_putting_candle_pillage_arson \|
	\| 166 \| doubt - possessing - - - \| 78 \| 166_doubt_possessing__ \|
	\| 167 \| consumer - education - discount - exchange - added \| 78 \| 167_consumer_education_discount_exchange \|
	\| 168 \| discussion - expert - initial - phase - adopted \| 77 \| 168_discussion_expert_initial_phase \|
	\| 169 \| voice - audible - closing - statement - delivered \| 77 \| 169_voice_audible_closing_statement \|
	\| 170 \| cop - organised - magazine - patrol - pool \| 77 \| 170_cop_organised_magazine_patrol \|
	\| 171 \| accepted - - - - \| 77 \| 171_accepted___ \|
	\| 172 \| communicated - took - creating - riot - look \| 77 \| 172_communicated_took_creating_riot \|
	\| 173 \| improved - cook - portable - leg - advantage \| 76 \| 173_improved_cook_portable_leg \|
	\| 174 \| construction - building - play - construct - civil \| 76 \| 174_construction_building_play_construct \|
	\| 175 \| exile - adapt - auxiliary - peak - trough \| 76 \| 175_exile_adapt_auxiliary_peak \|
	\| 176 \| tore - rid - consideration - - \| 76 \| 176_tore_rid_consideration_ \|
	\| 177 \| unforeseen - absence - shortage - owner - absent \| 76 \| 177_unforeseen_absence_shortage_owner \|
	\| 178 \| reliability - verifying - conformity - statistical - reduction \| 75 \| 178_reliability_verifying_conformity_statistical \|
	\| 179 \| conducted - interaction - ride - ordering - demonstration \| 75 \| 179_conducted_interaction_ride_ordering \|
	\| 180 \| selected - - - - \| 75 \| 180_selected___ \|
	\| 181 \| chilled - cooled - fomentation - utilised - dwyer \| 75 \| 181_chilled_cooled_fomentation_utilised \|
	\| 182 \| stitch - stitching - twice - lot - uneven \| 75 \| 182_stitch_stitching_twice_lot \|
	\| 183 \| clamp - relay - bus - transformer - induration \| 74 \| 183_clamp_relay_bus_transformer \|
	\| 184 \| toxic - anti - harmful - publication - explosive \| 74 \| 184_toxic_anti_harmful_publication \|
	\| 185 \| consult - consultation - commission - expert - representative \| 74 \| 185_consult_consultation_commission_expert \|
	\| 186 \| lid - sealing - seal - mechanically - beaming \| 74 \| 186_lid_sealing_seal_mechanically \|
	\| 187 \| procure - theory - agricultural - beforestarting - requisition \| 73 \| 187_procure_theory_agricultural_beforestarting \|
	\| 188 \| abrasion - polished - compound - standing - cement \| 73 \| 188_abrasion_polished_compound_standing \|
	\| 189 \| knot - tail - weaver - tie - cord \| 73 \| 189_knot_tail_weaver_tie \|
	\| 190 \| smiling - graph - analyzed - microbiological - obtained \| 73 \| 190_smiling_graph_analyzed_microbiological \|
	\| 191 \| spray - fresh - gun - watered - peasant \| 73 \| 191_spray_fresh_gun_watered \|
	\| 192 \| celebrate - celebrated - checked - tested - shall \| 73 \| 192_celebrate_celebrated_checked_tested \|
	\| 193 \| controlling - sister - controlled - - \| 73 \| 193_controlling_sister_controlled_ \|
	\| 194 \| recovery - follows - recovered - initiation - minimise \| 72 \| 194_recovery_follows_recovered_initiation \|
	\| 195 \| year - variant - past - suit - average \| 72 \| 195_year_variant_past_suit \|
	\| 196 \| multi - multiple - single - let - \| 72 \| 196_multi_multiple_single_let \|
	\| 197 \| occupational - preferred - average - committee - cooperate \| 72 \| 197_occupational_preferred_average_committee \|
	\| 198 \| - - - - \| 72 \| 198____ \|
	\| 199 \| wishing - amiable - prayer - subsequent - tidings \| 72 \| 199_wishing_amiable_prayer_subsequent \|
	\| 200 \| tape - winter - circular - adjacent - roller \| 72 \| 200_tape_winter_circular_adjacent \|
	\| 201 \| shade - sun - intensity - shell - row \| 72 \| 201_shade_sun_intensity_shell \|
	\| 202 \| exterior - mirror - seat - window - rear \| 72 \| 202_exterior_mirror_seat_window \|
	\| 203 \| queried - doubt - participant - forward - directly \| 72 \| 203_queried_doubt_participant_forward \|
	\| 204 \| - - - - \| 72 \| 204____ \|
	\| 205 \| period - acceptable - aback - particular - lack \| 72 \| 205_period_acceptable_aback_particular \|
	\| 206 \| releasing - completeness - ride - indirect - possessing \| 71 \| 206_releasing_completeness_ride_indirect \|
	\| 207 \| tra - consequence - selected - statutory - wheeler \| 71 \| 207_tra_consequence_selected_statutory \|
	\| 208 \| modify - petitioning - acceptable - tolerable - authorization \| 71 \| 208_modify_petitioning_acceptable_tolerable \|
	\| 209 \| enhancing - spirit - enhance - expenditure - mile \| 70 \| 209_enhancing_spirit_enhance_expenditure \|
	\| 210 \| zero - weighing - counter - balance - \| 70 \| 210_zero_weighing_counter_balance \|
	\| 211 \| cart - ordering - sold - sending - buying \| 70 \| 211_cart_ordering_sold_sending \|
	\| 212 \| pick - drop - traveller - dropping - jack \| 70 \| 212_pick_drop_traveller_dropping \|
	\| 213 \| optimization - improved - subordinate - better - landscape \| 70 \| 213_optimization_improved_subordinate_better \|
	\| 214 \| minute - come - early - lot - late \| 70 \| 214_minute_come_early_lot \|
	\| 215 \| tic - quick - troubleshooting - premature - preliminary \| 70 \| 215_tic_quick_troubleshooting_premature \|
	\| 216 \| replaced - disposed - ending - appointed - duly \| 70 \| 216_replaced_disposed_ending_appointed \|
	\| 217 \| sac - perstandard - varnish - secondary - institutional \| 70 \| 217_sac_perstandard_varnish_secondary \|
	\| 218 \| party - applied - come - - \| 70 \| 218_party_applied_come_ \|
	\| 219 \| overhead - lower - lowered - low - round \| 69 \| 219_overhead_lower_lowered_low \|
	\| 220 \| restaurant - dining - seating - suggest - highly \| 69 \| 220_restaurant_dining_seating_suggest \|
	\| 221 \| candle - wax - knob - mold - dip \| 69 \| 221_candle_wax_knob_mold \|
	\| 222 \| commitment - let - dedicated - complement - implementing \| 69 \| 222_commitment_let_dedicated_complement \|
	\| 223 \| half - early - - - \| 69 \| 223_half_early__ \|
	\| 224 \| maturity - prioritize - assign - integrate - foster \| 69 \| 224_maturity_prioritize_assign_integrate \|
	\| 225 \| compile - lack - subsequent - option - comment \| 69 \| 225_compile_lack_subsequent_option \|
	\| 226 \| global - obstacle - normal - radiation - row \| 69 \| 226_global_obstacle_normal_radiation \|
	\| 227 \| attribute - degree - evacuated - said - attractive \| 69 \| 227_attribute_degree_evacuated_said \|
	\| 228 \| especially - computer - trained - faulty - referring \| 69 \| 228_especially_computer_trained_faulty \|
	\| 229 \| horrid - wheeler - dismantled - today - important \| 68 \| 229_horrid_wheeler_dismantled_today \|
	\| 230 \| rejection - rejected - conforming - say - instructed \| 68 \| 230_rejection_rejected_conforming_say \|
	\| 231 \| - - - - \| 68 \| 231____ \|
	\| 232 \| consider - opinion - utters - conformity - discussion \| 68 \| 232_consider_opinion_utters_conformity \|
	\| 233 \| cartoon - wrap - primary - ray - mechanically \| 68 \| 233_cartoon_wrap_primary_ray \|
	\| 234 \| microbiological - andreport - conforms - specimen - watered \| 68 \| 234_microbiological_andreport_conforms_specimen \|
	\| 235 \| furniture - bed - cabinet - built - minimal \| 68 \| 235_furniture_bed_cabinet_built \|
	\| 236 \| involving - preparatory - celebrating - prototype - recto \| 68 \| 236_involving_preparatory_celebrating_prototype \|
	\| 237 \| weld - welded - comparing - torch - lack \| 68 \| 237_weld_welded_comparing_torch \|
	\| 238 \| chip - regard - danger - removing - issued \| 68 \| 238_chip_regard_danger_removing \|
	\| 239 \| advance - requiredfor - forward - execution - theproduct \| 67 \| 239_advance_requiredfor_forward_execution \|
	\| 240 \| proactively - - - - \| 67 \| 240_proactively___ \|
	\| 241 \| session - aggregation - practical - producing - addressing \| 67 \| 241_session_aggregation_practical_producing \|
	\| 242 \| bind - bound - host - collected - conveys \| 67 \| 242_bind_bound_host_collected \|
	\| 243 \| munition - parking - enhance - better - frequently \| 67 \| 243_munition_parking_enhance_better \|
	\| 244 \| outline - highlight - schematic - print - corporation \| 67 \| 244_outline_highlight_schematic_print \|
	\| 245 \| trim - pair - pencil - stem - cast \| 67 \| 245_trim_pair_pencil_stem \|
	\| 246 \| casting - jacques - cast - uniformly - ordered \| 66 \| 246_casting_jacques_cast_uniformly \|
	\| 247 \| satisfaction - framework - minimise - leadership - resolution \| 65 \| 247_satisfaction_framework_minimise_leadership \|
	\| 248 \| indian - steel - iron - unload - beforestarting \| 65 \| 248_indian_steel_iron_unload \|
	\| 249 \| execute - execution - killed - ordered - phase \| 65 \| 249_execute_execution_killed_ordered \|
	\| 250 \| tra - - - - \| 65 \| 250_tra___ \|
	\| 251 \| obtaining - obtained - acquisition - determined - acquire \| 65 \| 251_obtaining_obtained_acquisition_determined \|
	\| 252 \| early - biodegradable - adhered - reasoning - tree \| 64 \| 252_early_biodegradable_adhered_reasoning \|
	\| 253 \| launched - receiver - organizer - landing - fold \| 64 \| 253_launched_receiver_organizer_landing \|
	\| 254 \| vacuum - cleaner - suction - shower - jumping \| 64 \| 254_vacuum_cleaner_suction_shower \|
	\| 255 \| correction - corrected - earliest - formulate - news \| 64 \| 255_correction_corrected_earliest_formulate \|
	\| 256 \| objective - strategics - strategic - developing - region \| 64 \| 256_objective_strategics_strategic_developing \|
	\| 257 \| feeling - radio - opinion - play - today \| 64 \| 257_feeling_radio_opinion_play \|
	\| 258 \| statutory - shall - dispatch - permission - authorization \| 64 \| 258_statutory_shall_dispatch_permission \|
	\| 259 \| silently - labour - unforeseen - understood - recognized \| 64 \| 259_silently_labour_unforeseen_understood \|
	\| 260 \| disposed - acquire - waking - lunch - attractive \| 64 \| 260_disposed_acquire_waking_lunch \|
	\| 261 \| utilize - utilised - utilizing - multiple - man \| 63 \| 261_utilize_utilised_utilizing_multiple \|
	\| 262 \| suitability - capability - appropriateness - feasible - recommend \| 63 \| 262_suitability_capability_appropriateness_feasible \|
	\| 263 \| - - - - \| 63 \| 263____ \|
	\| 264 \| - - - - \| 62 \| 264____ \|
	\| 265 \| updated - advice - pu - added - informed \| 62 \| 265_updated_advice_pu_added \|
	\| 266 \| leave - away - departure - attending - break \| 62 \| 266_leave_away_departure_attending \|
	\| 267 \| align - pu - column - semi - true \| 62 \| 267_align_pu_column_semi \|
	\| 268 \| legislation - - - - \| 62 \| 268_legislation___ \|
	\| 269 \| motion - obstacle - shifting - movable - asset \| 62 \| 269_motion_obstacle_shifting_movable \|
	\| 270 \| recipe - formulate - methodology - fat - potato \| 62 \| 270_recipe_formulate_methodology_fat \|
	\| 271 \| failed - - - - \| 61 \| 271_failed___ \|
	\| 272 \| receipt - treat - - - \| 61 \| 272_receipt_treat__ \|
	\| 273 \| rheumatic - semi - indicated - longer - methodology \| 61 \| 273_rheumatic_semi_indicated_longer \|
	\| 274 \| counterpart - handed - come - arrive - \| 61 \| 274_counterpart_handed_come_arrive \|
	\| 275 \| calculation - estimated - simple - reckon - concept \| 61 \| 275_calculation_estimated_simple_reckon \|
	\| 276 \| periodical - temporary - magazine - vice - building \| 61 \| 276_periodical_temporary_magazine_vice \|
	\| 277 \| yield - portion - newness - budgetary - aback \| 60 \| 277_yield_portion_newness_budgetary \|
	\| 278 \| bead - string - jewel - tight - selected \| 60 \| 278_bead_string_jewel_tight \|
	\| 279 \| cup - glassware - utensil - served - contains \| 60 \| 279_cup_glassware_utensil_served \|
	\| 280 \| anti - - - - \| 60 \| 280_anti___ \|
	\| 281 \| link - master - returned - sensory - fetch \| 60 \| 281_link_master_returned_sensory \|
	\| 282 \| drain - immunity - vat - pit - killed \| 60 \| 282_drain_immunity_vat_pit \|
	\| 283 \| reducing - caused - spread - preventing - occurrence \| 60 \| 283_reducing_caused_spread_preventing \|
	\| 284 \| haul - dump - verifying - motion - incompatibility \| 60 \| 284_haul_dump_verifying_motion \|
	\| 285 \| commissioning - cm - acquisition - statutory - installed \| 60 \| 285_commissioning_cm_acquisition_statutory \|
	\| 286 \| aware - - - - \| 60 \| 286_aware___ \|
	\| 287 \| regulate - forming - inter - tender - attended \| 60 \| 287_regulate_forming_inter_tender \|
	\| 288 \| involving - - - - \| 60 \| 288_involving___ \|
	\| 289 \| contribute - initiate - assurance - contract - \| 59 \| 289_contribute_initiate_assurance_contract \|
	\| 290 \| passed - screening - sent - course - passing \| 59 \| 290_passed_screening_sent_course \|
	\| 291 \| enter - entry - allowed - came - entering \| 59 \| 291_enter_entry_allowed_came \|
	\| 292 \| conducted - blow - instructor - come - minute \| 59 \| 292_conducted_blow_instructor_come \|
	\| 293 \| replenished - distribute - distributed - provision - falling \| 59 \| 293_replenished_distribute_distributed_provision \|
	\| 294 \| survey - variable - quantitative - laying - mechanic \| 59 \| 294_survey_variable_quantitative_laying \|
	\| 295 \| planned - nature - - - \| 59 \| 295_planned_nature__ \|
	\| 296 \| delivered - delivering - receipt - consistently - concerning \| 58 \| 296_delivered_delivering_receipt_consistently \|
	\| 297 \| major - die - lie - venerable - ordering \| 58 \| 297_major_die_lie_venerable \|
	\| 298 \| itching - pricking - updated - duly - menu \| 58 \| 298_itching_pricking_updated_duly \|
	\| 299 \| mounting - mounted - mount - attachment - align \| 58 \| 299_mounting_mounted_mount_attachment \|
	\| 300 \| yard - incorrectly - runner - lease - joining \| 58 \| 300_yard_incorrectly_runner_lease \|
	\| 301 \| spinning - outdoing - consumed - landing - providing \| 58 \| 301_spinning_outdoing_consumed_landing \|
	\| 302 \| tent - camp - toilet - crew - provision \| 58 \| 302_tent_camp_toilet_crew \|
	\| 303 \| pit - earth - resistance - laying - queried \| 58 \| 303_pit_earth_resistance_laying \|
	\| 304 \| coating - coated - coat - thinner - sac \| 58 \| 304_coating_coated_coat_thinner \|
	\| 305 \| installed - installing - partner - tied - element \| 58 \| 305_installed_installing_partner_tied \|
	\| 306 \| leftover - unused - partially - controlled - unattended \| 58 \| 306_leftover_unused_partially_controlled \|
	\| 307 \| meal - eating - eat - partner - drinking \| 57 \| 307_meal_eating_eat_partner \|
	\| 308 \| - - - - \| 57 \| 308____ \|
	\| 309 \| employed - adopted - occupational - employ - pole \| 57 \| 309_employed_adopted_occupational_employ \|
	\| 310 \| logbook - signature - logging - bulldozer - conducted \| 57 \| 310_logbook_signature_logging_bulldozer \|
	\| 311 \| - - - - \| 57 \| 311____ \|
	\| 312 \| ligament - balancing - dial - spirit - repaired \| 57 \| 312_ligament_balancing_dial_spirit \|
	\| 313 \| jam - cooked - taste - heated - moulded \| 57 \| 313_jam_cooked_taste_heated \|
	\| 314 \| sub - suspension - drop - tolerable - blueprint \| 57 \| 314_sub_suspension_drop_tolerable \|
	\| 315 \| prioritize - allocation - objective - obstacle - erentiate \| 56 \| 315_prioritize_allocation_objective_obstacle \|
	\| 316 \| kind - economic - pay - analyzing - \| 56 \| 316_kind_economic_pay_analyzing \|
	\| 317 \| employ - additional - mr - recto - \| 56 \| 317_employ_additional_mr_recto \|
	\| 318 \| booking - slip - com - dial - pay \| 56 \| 318_booking_slip_com_dial \|
	\| 319 \| unless - organised - wearing - fig - unnecessary \| 56 \| 319_unless_organised_wearing_fig \|
	\| 320 \| pair - pertaining - reported - abnormal - prime \| 56 \| 320_pair_pertaining_reported_abnormal \|
	\| 321 \| radiation - exposure - exposed - loud - wound \| 56 \| 321_radiation_exposure_exposed_loud \|
	\| 322 \| lip - lie - - - \| 56 \| 322_lip_lie__ \|
	\| 323 \| dismantled - discontent - held - faulty - trumpet \| 56 \| 323_dismantled_discontent_held_faulty \|
	\| 324 \| seat - seating - standing - sitting - dealer \| 55 \| 324_seat_seating_standing_sitting \|
	\| 325 \| direction - decision - - - \| 55 \| 325_direction_decision__ \|
	\| 326 \| strategics - pricking - advantage - better - exist \| 55 \| 326_strategics_pricking_advantage_better \|
	\| 327 \| isolation - live - pain - discontent - nearby \| 55 \| 327_isolation_live_pain_discontent \|
	\| 328 \| nature - earth - wildlife - geological - bird \| 55 \| 328_nature_earth_wildlife_geological \|
	\| 329 \| - - - - \| 55 \| 329____ \|
	\| 330 \| danger - amiable - - - \| 55 \| 330_danger_amiable__ \|
	\| 331 \| trade - aged - committee - bird - pollution \| 55 \| 331_trade_aged_committee_bird \|
	\| 332 \| negotiate - negotiation - farmer - adjusted - contract \| 54 \| 332_negotiate_negotiation_farmer_adjusted \|
	\| 333 \| consolidate - improper - outcome - poor - incorrectly \| 54 \| 333_consolidate_improper_outcome_poor \|
	\| 334 \| weighing - weighed - scale - french - bench \| 54 \| 334_weighing_weighed_scale_french \|
	\| 335 \| harvesting - filter - implementing - rooftop - pain \| 54 \| 335_harvesting_filter_implementing_rooftop \|
	\| 336 \| changed - altered - changing - themachine - thoroughly \| 54 \| 336_changed_altered_changing_themachine \|
	\| 337 \| tenure - laid - amiable - receipt - negotiation \| 54 \| 337_tenure_laid_amiable_receipt \|
	\| 338 \| lock - locked - locking - scenario - interlocking \| 54 \| 338_lock_locked_locking_scenario \|
	\| 339 \| instructed - instruct - advise - formation - peasant \| 54 \| 339_instructed_instruct_advise_formation \|
	\| 340 \| vanity - washed - - - \| 54 \| 340_vanity_washed__ \|
	\| 341 \| jewel - declaration - visitor - checked - par \| 54 \| 341_jewel_declaration_visitor_checked \|
	\| 342 \| blow - kind - furnace - round - straight \| 53 \| 342_blow_kind_furnace_round \|
	\| 343 \| string - clothes - hair - movable - erentiate \| 53 \| 343_string_clothes_hair_movable \|
	\| 344 \| reduction - reduced - mob - better - conventional \| 53 \| 344_reduction_reduced_mob_better \|
	\| 345 \| month - electronically - counting - addressing - andreport \| 53 \| 345_month_electronically_counting_addressing \|
	\| 346 \| disaster - land - till - danger - zone \| 53 \| 346_disaster_land_till_danger \|
	\| 347 \| assurance - owing - assure - outlining - house \| 53 \| 347_assurance_owing_assure_outlining \|
	\| 348 \| tag - dark - mat - - \| 53 \| 348_tag_dark_mat_ \|
	\| 349 \| distinguish - poor - - - \| 53 \| 349_distinguish_poor__ \|
	\| 350 \| soil - dead - bulldozer - stuck - percentage \| 53 \| 350_soil_dead_bulldozer_stuck \|
	\| 351 \| season - farmer - agricultural - variety - corporation \| 53 \| 351_season_farmer_agricultural_variety \|
	\| 352 \| providing - provision - supplied - say - child \| 52 \| 352_providing_provision_supplied_say \|
	\| 353 \| landing - outdoing - come - falling - launch \| 52 \| 353_landing_outdoing_come_falling \|
	\| 354 \| master - education - created - family - degree \| 52 \| 354_master_education_created_family \|
	\| 355 \| extend - changing - - - \| 52 \| 355_extend_changing__ \|
	\| 356 \| oneself - fool - authorization - lie - distributed \| 52 \| 356_oneself_fool_authorization_lie \|
	\| 357 \| accidental - scratch - conditioned - smaller - \| 52 \| 357_accidental_scratch_conditioned_smaller \|
	\| 358 \| pillage - accumulation - unusual - clearing - james \| 52 \| 358_pillage_accumulation_unusual_clearing \|
	\| 359 \| priority - inter - consult - instruct - realistic \| 52 \| 359_priority_inter_consult_instruct \|
	\| 360 \| inspected - examination - observing - inspecting - placed \| 52 \| 360_inspected_examination_observing_inspecting \|
	\| 361 \| assembled - specifying - laboring - fork - popularity \| 51 \| 361_assembled_specifying_laboring_fork \|
	\| 362 \| logistics - organizing - study - motion - consideration \| 51 \| 362_logistics_organizing_study_motion \|
	\| 363 \| came - pan - - - \| 51 \| 363_came_pan__ \|
	\| 364 \| comfortable - posture - toller - fast - suit \| 51 \| 364_comfortable_posture_toller_fast \|
	\| 365 \| peeling - peeled - sorted - core - corner \| 51 \| 365_peeling_peeled_sorted_core \|
	\| 366 \| carding - drafting - draft - drafted - costing \| 51 \| 366_carding_drafting_draft_drafted \|
	\| 367 \| higher - cooper - brought - cooked - advice \| 51 \| 367_higher_cooper_brought_cooked \|
	\| 368 \| example - - - - \| 51 \| 368_example___ \|
	\| 369 \| wax - polish - melt - boiler - causing \| 51 \| 369_wax_polish_melt_boiler \|
	\| 370 \| touch - metallic - touching - inner - dark \| 51 \| 370_touch_metallic_touching_inner \|
	\| 371 \| district - direct - centre - micro - copy \| 50 \| 371_district_direct_centre_micro \|
	\| 372 \| - - - - \| 50 \| 372____ \|
	\| 373 \| refuse - quickly - recent - refused - visit \| 50 \| 373_refuse_quickly_recent_refused \|
	\| 374 \| permit - permission - acquire - submission - copy \| 50 \| 374_permit_permission_acquire_submission \|
	\| 375 \| bias - alive - segment - trained - treated \| 50 \| 375_bias_alive_segment_trained \|
	\| 376 \| legislative - senate - legislation - extent - cooked \| 50 \| 376_legislative_senate_legislation_extent \|
	\| 377 \| sensory - contains - riot - simulate - absent \| 50 \| 377_sensory_contains_riot_simulate \|
	\| 378 \| watering - drainage - establishment - senate - publication \| 50 \| 378_watering_drainage_establishment_senate \|
	\| 379 \| factory - touching - - - \| 50 \| 379_factory_touching__ \|
	\| 380 \| nut - - - - \| 50 \| 380_nut___ \|
	\| 381 \| - - - - \| 49 \| 381____ \|
	\| 382 \| counted - night - conducted - conform - \| 49 \| 382_counted_night_conducted_conform \|
	\| 383 \| public - achieved - explosive - - \| 49 \| 383_public_achieved_explosive_ \|
	\| 384 \| implementing - changed - advise - ending - achieved \| 49 \| 384_implementing_changed_advise_ending \|
	\| 385 \| removed - original - removing - noticed - host \| 49 \| 385_removed_original_removing_noticed \|
	\| 386 \| neutral - - - - \| 49 \| 386_neutral___ \|
	\| 387 \| stoppage - stopped - zone - falling - drafting \| 49 \| 387_stoppage_stopped_zone_falling \|
	\| 388 \| pest - insect - infestation - presence - contaminant \| 49 \| 388_pest_insect_infestation_presence \|
	\| 389 \| creation - creating - created - shared - considered \| 49 \| 389_creation_creating_created_shared \|
	\| 390 \| workforce - labour - capability - pollution - killed \| 49 \| 390_workforce_labour_capability_pollution \|
	\| 391 \| elevated - trench - - - \| 48 \| 391_elevated_trench__ \|
	\| 392 \| faulty - incorrectly - cm - peri - \| 48 \| 392_faulty_incorrectly_cm_peri \|
	\| 393 \| showcase - industrial - picture - skewer - treated \| 48 \| 393_showcase_industrial_picture_skewer \|
	\| 394 \| scale - exposed - horrid - added - troubleshooting \| 48 \| 394_scale_exposed_horrid_added \|
	\| 395 \| smart - wise - bad - neat - pertaining \| 48 \| 395_smart_wise_bad_neat \|
	\| 396 \| - - - - \| 48 \| 396____ \|
	\| 397 \| drainage - pest - - - \| 48 \| 397_drainage_pest__ \|
	\| 398 \| atmosphere - underground - - - \| 48 \| 398_atmosphere_underground__ \|
	\| 399 \| faulty - - - - \| 48 \| 399_faulty___ \|
	\| 400 \| yer - thee - implication - - \| 47 \| 400_yer_thee_implication_ \|
	\| 401 \| standardized - possessing - equivalent - trained - commercial \| 47 \| 401_standardized_possessing_equivalent_trained \|
	\| 402 \| aseptic - useful - absent - fro - continuity \| 47 \| 402_aseptic_useful_absent_fro \|
	\| 403 \| - - - - \| 47 \| 403____ \|
	\| 404 \| interface - practical - repairing - institutional - human \| 47 \| 404_interface_practical_repairing_institutional \|
	\| 405 \| possibility - renewal - limitation - advantage - option \| 47 \| 405_possibility_renewal_limitation_advantage \|
	\| 406 \| tag - course - dont - interpreting - lot \| 47 \| 406_tag_course_dont_interpreting \|
	\| 407 \| latest - locally - true - secondary - soft \| 47 \| 407_latest_locally_true_secondary \|
	\| 408 \| decoration - decorative - unused - decorating - occasion \| 47 \| 408_decoration_decorative_unused_decorating \|
	\| 409 \| important - unique - insight - diverse - tip \| 46 \| 409_important_unique_insight_diverse \|
	\| 410 \| contract - agreement - negotiation - provider - entertainment \| 46 \| 410_contract_agreement_negotiation_provider \|
	\| 411 \| initiating - raised - settling - writing - \| 46 \| 411_initiating_raised_settling_writing \|
	\| 412 \| applied - submitted - - - \| 46 \| 412_applied_submitted__ \|
	\| 413 \| helper - assistant - understood - immunity - instruct \| 46 \| 413_helper_assistant_understood_immunity \|
	\| 414 \| raising - bound - altering - calling - force \| 46 \| 414_raising_bound_altering_calling \|
	\| 415 \| boiling - par - boiled - vessel - wise \| 46 \| 415_boiling_par_boiled_vessel \|
	\| 416 \| scuttle - continue - insert - allotted - exhausted \| 45 \| 416_scuttle_continue_insert_allotted \|
	\| 417 \| simulate - causing - functional - computer - \| 45 \| 417_simulate_causing_functional_computer \|
	\| 418 \| aided - orientation - computer - convert - precise \| 45 \| 418_aided_orientation_computer_convert \|
	\| 419 \| suggested - convey - sound - welcome - loud \| 45 \| 419_suggested_convey_sound_welcome \|
	\| 420 \| perspeci - cabinet - arranged - ray - sort \| 45 \| 420_perspeci_cabinet_arranged_ray \|
	\| 421 \| coordination - abroad - maneuver - coordinating - specialist \| 45 \| 421_coordination_abroad_maneuver_coordinating \|
	\| 422 \| factor - desiring - ness - timing - viz \| 45 \| 422_factor_desiring_ness_timing \|
	\| 423 \| entrepreneur - expert - family - venture - webster \| 45 \| 423_entrepreneur_expert_family_venture \|
	\| 424 \| outlet - sold - tub - purchased - returned \| 45 \| 424_outlet_sold_tub_purchased \|
	\| 425 \| traveling - incise - haul - biodegradable - cart \| 45 \| 425_traveling_incise_haul_biodegradable \|
	\| 426 \| scurry - compose - pointing - andros - altering \| 45 \| 426_scurry_compose_pointing_andros \|
	\| 427 \| concerning - tormented - allot - mixed - completing \| 45 \| 427_concerning_tormented_allot_mixed \|
	\| 428 \| sustainability - culture - carbon - strategic - programming \| 45 \| 428_sustainability_culture_carbon_strategic \|
	\| 429 \| foam - liquid - solid - sticking - agitator \| 45 \| 429_foam_liquid_solid_sticking \|
	\| 430 \| functionality - functional - eliminating - distinguish - erentiate \| 44 \| 430_functionality_functional_eliminating_distinguish \|
	\| 431 \| adhered - sticking - attachment - attach - owing \| 44 \| 431_adhered_sticking_attachment_attach \|
	\| 432 \| dispatch - transporting - transported - transit - ordered \| 44 \| 432_dispatch_transporting_transported_transit \|
	\| 433 \| perched - com - conventional - portion - die \| 44 \| 433_perched_com_conventional_portion \|
	\| 434 \| receipt - simple - supplied - advance - signature \| 44 \| 434_receipt_simple_supplied_advance \|
	\| 435 \| stacked - separately - incorrectly - - \| 44 \| 435_stacked_separately_incorrectly_ \|
	\| 436 \| - - - - \| 44 \| 436____ \|
	\| 437 \| watching - viewing - watch - reckon - allowing \| 44 \| 437_watching_viewing_watch_reckon \|
	\| 438 \| wig - turbine - mind - commissioning - gearbox \| 44 \| 438_wig_turbine_mind_commissioning \|
	\| 439 \| instructor - restriction - cult - evacuated - theme \| 44 \| 439_instructor_restriction_cult_evacuated \|
	\| 440 \| overcome - weakness - adverse - strength - expected \| 44 \| 440_overcome_weakness_adverse_strength \|
	\| 441 \| interpreting - rotating - tolerable - intake - initial \| 43 \| 441_interpreting_rotating_tolerable_intake \|
	\| 442 \| - - - - \| 43 \| 442____ \|
	\| 443 \| systematic - sir - undertaking - - \| 43 \| 443_systematic_sir_undertaking_ \|
	\| 444 \| harmony - - - - \| 43 \| 444_harmony___ \|
	\| 445 \| capture - minute - creating - connect - withthe \| 43 \| 445_capture_minute_creating_connect \|
	\| 446 \| tolerable - - - - \| 43 \| 446_tolerable___ \|
	\| 447 \| capital - venture - dance - distinguish - composite \| 43 \| 447_capital_venture_dance_distinguish \|
	\| 448 \| forth - recall - applying - - \| 43 \| 448_forth_recall_applying_ \|
	\| 449 \| shipping - missing - boy - tall - bound \| 43 \| 449_shipping_missing_boy_tall \|
	\| 450 \| transformer - wig - turbine - rating - phase \| 43 \| 450_transformer_wig_turbine_rating \|
	\| 451 \| owner - possessing - actual - sole - family \| 43 \| 451_owner_possessing_actual_sole \|
	\| 452 \| arrival - arrive - desk - departure - reception \| 43 \| 452_arrival_arrive_desk_departure \|
	\| 453 \| residue - bale - farmer - density - stitching \| 43 \| 453_residue_bale_farmer_density \|
	\| 454 \| pan - shaped - pacing - corner - matter \| 43 \| 454_pan_shaped_pacing_corner \|
	\| 455 \| connect - main - resulting - come - half \| 43 \| 455_connect_main_resulting_come \|
	\| 456 \| entry - preferred - pass - ticket - cash \| 43 \| 456_entry_preferred_pass_ticket \|
	\| 457 \| - - - - \| 43 \| 457____ \|
	\| 458 \| concept - carrier - evacuated - industrial - managing \| 43 \| 458_concept_carrier_evacuated_industrial \|
	\| 459 \| visible - - - - \| 43 \| 459_visible___ \|
	\| 460 \| elevator - conveys - trough - dump - rise \| 43 \| 460_elevator_conveys_trough_dump \|
	\| 461 \| cleanly - carbon - breaking - super - manhood \| 43 \| 461_cleanly_carbon_breaking_super \|
	\| 462 \| inspecting - cochon - sweet - showcase - entire \| 42 \| 462_inspecting_cochon_sweet_showcase \|
	\| 463 \| planned - encountered - unless - sundry - major \| 42 \| 463_planned_encountered_unless_sundry \|
	\| 464 \| integrate - integration - continued - captured - programming \| 42 \| 464_integrate_integration_continued_captured \|
	\| 465 \| pilot - crew - organizer - dressing - radio \| 42 \| 465_pilot_crew_organizer_dressing \|
	\| 466 \| brand - variant - net - wrap - country \| 42 \| 466_brand_variant_net_wrap \|
	\| 467 \| administrative - capital - planned - - \| 42 \| 467_administrative_capital_planned_ \|

	</details>

	## Training hyperparameters

	* calculate_probabilities: False
	* language: None
	* low_memory: False
	* min_topic_size: 10
	* 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: 0.8.37
	* UMAP: 0.5.6
	* Pandas: 2.2.2
	* Scikit-Learn: 1.1.0
	* Sentence-transformers: 3.0.1
	* Transformers: 4.42.3
	* Numba: 0.58.1
	* Plotly: 5.18.0
	* Python: 3.10.13