README.md

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

# CEEW_BERTOPIC

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/CEEW_BERTOPIC")

topic_model.get_topic_info()
```

## Topic overview

* Number of topics: 508
* Number of training documents: 43462

<details>
  <summary>Click here for an overview of all topics.</summary>
  
  | Topic ID | Topic Keywords | Topic Frequency | Label | 
|----------|----------------|-----------------|-------| 
| -1 | equipment - check - safety - production - quality | 25 | -1_equipment_check_safety_production | 
| 0 | yarn - warp - weft - loom - ends | 15004 | 0_yarn_warp_weft_loom | 
| 1 | activitiesto - equipmentto - equipmentsto - machineries - individual | 692 | 1_activitiesto_equipmentto_equipmentsto_machineries | 
| 2 | solar - pv - rooftop - power - cell | 585 | 2_solar_pv_rooftop_power | 
| 3 | fruits - vegetables - conveyor - juice - fruit | 553 | 3_fruits_vegetables_conveyor_juice | 
| 4 | students - clients - expedition - leader - guide | 534 | 4_students_clients_expedition_leader | 
| 5 | cables - electrical - dc - installation - install | 505 | 5_cables_electrical_dc_installation | 
| 6 | beverage - menu - serve - serving - drinks | 348 | 6_beverage_menu_serve_serving | 
| 7 | repairs - breakdown - faults - repair - minor | 297 | 7_repairs_breakdown_faults_repair | 
| 8 | spices - spice - cheese - grain - grains | 297 | 8_spices_spice_cheese_grain | 
| 9 | pumps - hydraulic - belts - drive - brakes | 276 | 9_pumps_hydraulic_belts_drive | 
| 10 | aging - labelling - materials - raw - document | 259 | 10_aging_labelling_materials_raw | 
| 11 | electrolyser - manufacturing - illustrate - pictures - membrane | 210 | 11_electrolyser_manufacturing_illustrate_pictures | 
| 12 | inventory - stock - vendor - purchase - suppliers | 186 | 12_inventory_stock_vendor_purchase | 
| 13 | valves - steam - heat - open - allow | 181 | 13_valves_steam_heat_open | 
| 14 | initiative - capacity - skill - industry - food | 164 | 14_initiative_capacity_skill_industry | 
| 15 | market - trends - sale - sales - demand | 163 | 15_market_trends_sale_sales | 
| 16 | mop - furniture - oor - wipe - walls | 152 | 16_mop_furniture_oor_wipe | 
| 17 | breaches - safe - site - trenches - hazards | 151 | 17_breaches_safe_site_trenches | 
| 18 | sta - performance - resolve - backup - employee | 146 | 18_sta_performance_resolve_backup | 
| 19 | humidity - cold - temperature - storage - room | 140 | 19_humidity_cold_temperature_storage | 
| 20 | tour - tourists - travel - destination - tourist | 133 | 20_tour_tourists_travel_destination | 
| 21 | regulatory - changes - audit - implemented - change | 128 | 21_regulatory_changes_audit_implemented | 
| 22 | sliver - zone - comber - piecing - cans | 127 | 22_sliver_zone_comber_piecing | 
| 23 | reservation - room - guest - rooms - request | 124 | 23_reservation_room_guest_rooms | 
| 24 | appearance - texture - colour - taste - parameters | 123 | 24_appearance_texture_colour_taste | 
| 25 | budget - departmental - expenditure - costs - actual | 116 | 25_budget_departmental_expenditure_costs | 
| 26 | wastes - collection - weigh - bags - collected | 116 | 26_wastes_collection_weigh_bags | 
| 27 | aging - cartons - bottle - plastic - sealing | 112 | 27_aging_cartons_bottle_plastic | 
| 28 | date - manufacture - expiry - number - batch | 112 | 28_date_manufacture_expiry_number | 
| 29 | records - document - details - maintain - record | 108 | 29_records_document_details_maintain | 
| 30 | loans - loan - capital - institutions - term | 106 | 30_loans_loan_capital_institutions | 
| 31 | clean - free - area - machineries - sanitizers | 105 | 31_clean_free_area_machineries | 
| 32 | dough - shape - batter - shaped - desired | 105 | 32_dough_shape_batter_shaped | 
| 33 | tables - chairs - glassware - table - dining | 104 | 33_tables_chairs_glassware_table | 
| 34 | charging - station - solar - battery - grid | 104 | 34_charging_station_solar_battery | 
| 35 | agri - residue - feedstock - chain - bales | 102 | 35_agri_residue_feedstock_chain | 
| 36 | track - documents - reference - nished - verify | 97 | 36_track_documents_reference_nished | 
| 37 | loss - manpower - selecting - calculate - raw | 94 | 37_loss_manpower_selecting_calculate | 
| 38 | bakery - baked - chocolate - specialty - biscuit | 93 | 38_bakery_baked_chocolate_specialty | 
| 39 | half - annual - monthly - weekly - periodic | 90 | 39_half_annual_monthly_weekly | 
| 40 | kitchen - chef - executive - ciently - photography | 90 | 40_kitchen_chef_executive_ciently | 
| 41 | perform - audit - orderto - bills - individual | 89 | 41_perform_audit_orderto_bills | 
| 42 | shift - outgoing - operator - previous - incoming | 89 | 42_shift_outgoing_operator_previous | 
| 43 | disinfectants - disinfect - dustbins - coloured - recycle | 87 | 43_disinfectants_disinfect_dustbins_coloured | 
| 44 | protective - purpose - eye - ppe - face | 86 | 44_protective_purpose_eye_ppe | 
| 45 | respond - customers - customer - types - erent | 85 | 45_respond_customers_customer_types | 
| 46 | recycling - plastic - recycled - ldpe - waste | 84 | 46_recycling_plastic_recycled_ldpe | 
| 47 | manual - cleaning - mechanized - explain - completion | 82 | 47_manual_cleaning_mechanized_explain | 
| 48 | potential - assess - opportunities - business - identify | 81 | 48_potential_assess_opportunities_business | 
| 49 | harvesting - water - study - depth - discuss | 81 | 49_harvesting_water_study_depth | 
| 50 | employability - industries - explore - mobile - jobs | 81 | 50_employability_industries_explore_mobile | 
| 51 | green - hydrogen - india - successful - projects | 80 | 51_green_hydrogen_india_successful | 
| 52 | disciplinary - jobsto - standardsgetting - attach - environmental | 79 | 52_disciplinary_jobsto_standardsgetting_attach | 
| 53 | treatment - unit - water - pictures - membrane | 78 | 53_treatment_unit_water_pictures | 
| 54 | century - employment - skills - st - behaviour | 78 | 54_century_employment_skills_st | 
| 55 | alarm - types - gas - erent - ammable | 78 | 55_alarm_types_gas_erent | 
| 56 | persons - disabilities - asked - accommodate - requirementsto | 77 | 56_persons_disabilities_asked_accommodate | 
| 57 | digital - features - devices - citizenship - society | 76 | 57_digital_features_devices_citizenship | 
| 58 | disciplinary - attach - dential - invarious - collaboratively | 75 | 58_disciplinary_attach_dential_invarious | 
| 59 | critical - corrective - points - limits - cation | 74 | 59_critical_corrective_points_limits | 
| 60 | hydrogen - generation - storage - compressed - importance | 74 | 60_hydrogen_generation_storage_compressed | 
| 61 | infection - hands - practicesto - manage - accepted | 74 | 61_infection_hands_practicesto_manage | 
| 62 | cold - solar - storage - useful - thermal | 73 | 62_cold_solar_storage_useful | 
| 63 | cans - canned - lling - conveyor - lled | 73 | 63_cans_canned_lling_conveyor | 
| 64 | discrepancies - storage - cartons - concerns - conditions | 73 | 64_discrepancies_storage_cartons_concerns | 
| 65 | cops - cop - ring - trolley - trolleys | 72 | 65_cops_cop_ring_trolley | 
| 66 | disaster - danger - rescue - composed - land | 71 | 66_disaster_danger_rescue_composed | 
| 67 | commencement - assessment - risk - carpet - security | 71 | 67_commencement_assessment_risk_carpet | 
| 68 | passed - essential - experience - improve - timely | 71 | 68_passed_essential_experience_improve | 
| 69 | platforms - securely - internet - media - applications | 71 | 69_platforms_securely_internet_media | 
| 70 | tourism - hospitality - estimated - deliveries - snacks | 70 | 70_tourism_hospitality_estimated_deliveries | 
| 71 | transporting - loading - dismantling - appliances - care | 70 | 71_transporting_loading_dismantling_appliances | 
| 72 | english - skillsto - basic - using - able | 69 | 72_english_skillsto_basic_using | 
| 73 | rodents - ipr - checklist - privacy - policy | 69 | 73_rodents_ipr_checklist_privacy | 
| 74 | records - management - schedule - nished - quality | 68 | 74_records_management_schedule_nished | 
| 75 | enterprises - entrepreneurship - research - business - develop | 67 | 75_enterprises_entrepreneurship_research_business | 
| 76 | infections - skin - getting - treating - injuries | 67 | 76_infections_skin_getting_treating | 
| 77 | ergonomics - sanitation - standardsto - motivate - containers | 67 | 77_ergonomics_sanitation_standardsto_motivate | 
| 78 | determine - food - processing - unitto - productsto | 67 | 78_determine_food_processing_unitto | 
| 79 | blast - dealing - blasting - promptly - explosive | 67 | 79_blast_dealing_blasting_promptly | 
| 80 | promotion - model - price - considering - marketing | 67 | 80_promotion_model_price_considering | 
| 81 | manners - communicating - good - team - follow | 67 | 81_manners_communicating_good_team | 
| 82 | colleagues - superiors - horizontal - assistance - extinguishers | 66 | 82_colleagues_superiors_horizontal_assistance | 
| 83 | cation - cations - ing - indian - speci | 66 | 83_cation_cations_ing_indian | 
| 84 | anticipate - mitigate - serviceto - business - nancial | 66 | 84_anticipate_mitigate_serviceto_business | 
| 85 | greet - promptly - guests - organization - polite | 66 | 85_greet_promptly_guests_organization | 
| 86 | culturalawareness - solving - creative - thinking - problem | 66 | 86_culturalawareness_solving_creative_thinking | 
| 87 | rest - mould - discuss - sand - fuel | 65 | 87_rest_mould_discuss_sand | 
| 88 | alcohol - sanitizers - wash - hands - hand | 65 | 88_alcohol_sanitizers_wash_hands | 
| 89 | yield - wastage - produced - nal - batch | 65 | 89_yield_wastage_produced_nal | 
| 90 | mindset - emotional - continuous - english - awareness | 65 | 90_mindset_emotional_continuous_english | 
| 91 | attitude - behavior - positive - century - skills | 65 | 91_attitude_behavior_positive_century | 
| 92 | plastic - bottles - burn - city - covered | 65 | 92_plastic_bottles_burn_city | 
| 93 | term - long - goals - short - skillsto | 65 | 93_term_long_goals_short | 
| 94 | challenges - support - faced - supporting - everyday | 64 | 94_challenges_support_faced_supporting | 
| 95 | everyday - conversation - conservation - mineral - english | 64 | 95_everyday_conversation_conservation_mineral | 
| 96 | supervisor - noticed - immediately - break - fault | 64 | 96_supervisor_noticed_immediately_break | 
| 97 | verbal - behave - inclusionto - genders - pwd | 63 | 97_verbal_behave_inclusionto_genders | 
| 98 | address - customers - needs - customer - attributes | 63 | 98_address_customers_needs_customer | 
| 99 | oven - baking - pans - observe - lled | 63 | 99_oven_baking_pans_observe | 
| 100 | participate - mock - drills - authorized - supervisors | 63 | 100_participate_mock_drills_authorized | 
| 101 | relationship - issue - inform - guests - statements | 62 | 101_relationship_issue_inform_guests | 
| 102 | sanitization - touch - view - points - situations | 62 | 102_sanitization_touch_view_points | 
| 103 | income - calculate - services - securely - nancial | 62 | 103_income_calculate_services_securely | 
| 104 | standardsgetting - grooming - jobsto - ready - apprenticeship | 61 | 104_standardsgetting_grooming_jobsto_ready | 
| 105 | assess - ascertain - crockery - articles - established | 61 | 105_assess_ascertain_crockery_articles | 
| 106 | meeting - employability - cance - signi - requirementsconstitutional | 61 | 106_meeting_employability_cance_signi | 
| 107 | erp - reference - future - observations - load | 61 | 107_erp_reference_future_observations | 
| 108 | care - machinery - way - handle - correct | 61 | 108_care_machinery_way_handle | 
| 109 | incidents - harassment - ways - optimize - savings | 61 | 109_incidents_harassment_ways_optimize | 
| 110 | express - iv - resolve - transportation - source | 60 | 110_express_iv_resolve_transportation | 
| 111 | constitutional - recognize - cance - signi - citizenshipto | 60 | 111_constitutional_recognize_cance_signi | 
| 112 | linen - clothes - soiled - laundry - color | 60 | 112_linen_clothes_soiled_laundry | 
| 113 | housekeeping - infection - good - gloves - masks | 60 | 113_housekeeping_infection_good_gloves | 
| 114 | career - st - practicesbecoming - centuryto - erence | 60 | 114_career_st_practicesbecoming_centuryto | 
| 115 | reusable - deposit - anticipate - mitigate - identi | 59 | 115_reusable_deposit_anticipate_mitigate | 
| 116 | settings - active - communication - etiquette - listening | 59 | 116_settings_active_communication_etiquette | 
| 117 | threats - ifassigned - obstructions - supervisors - authorized | 59 | 117_threats_ifassigned_obstructions_supervisors | 
| 118 | opencast - collecting - consult - maximize - workforce | 59 | 118_opencast_collecting_consult_maximize | 
| 119 | letters - mails - notes - write - messages | 59 | 119_letters_mails_notes_write | 
| 120 | arranging - money - serviceto - associated - sources | 59 | 120_arranging_money_serviceto_associated | 
| 121 | abnormal - faulty - worn - parts - poor | 59 | 121_abnormal_faulty_worn_parts | 
| 122 | requirementsprepare - machineries - juiceto - milling - grain | 59 | 122_requirementsprepare_machineries_juiceto_milling | 
| 123 | symptoms - incharge - exible - illness - task | 58 | 123_symptoms_incharge_exible_illness | 
| 124 | coal - surface - guidelinesto - accordinglyfollow - minimum | 58 | 124_coal_surface_guidelinesto_accordinglyfollow | 
| 125 | harassmentfinancial - literacyto - legal - citizenshipto - recognize | 58 | 125_harassmentfinancial_literacyto_legal_citizenshipto | 
| 126 | impersonal - relationship - build - polite - expectations | 58 | 126_impersonal_relationship_build_polite | 
| 127 | conducting - workshop - cutting - sub - sites | 57 | 127_conducting_workshop_cutting_sub | 
| 128 | entrepreneurship - enterprises - opportunities - assess - business | 57 | 128_entrepreneurship_enterprises_opportunities_assess | 
| 129 | career - erence - long - short - term | 57 | 129_career_erence_long_short | 
| 130 | standardsgetting - jobsto - grooming - ready - apprenticeship | 57 | 130_standardsgetting_jobsto_grooming_ready | 
| 131 | citizenshipto - requirementsconstitutional - values - recognize - entrepreneurs | 57 | 131_citizenshipto_requirementsconstitutional_values_recognize | 
| 132 | injured - shock - electric - method - andequipment | 57 | 132_injured_shock_electric_method | 
| 133 | disability - inclusive - verbal - written - gender | 57 | 133_disability_inclusive_verbal_written | 
| 134 | value - labels - display - food - national | 57 | 134_value_labels_display_food | 
| 135 | persons - assistance - disability - organisational - provide | 56 | 135_persons_assistance_disability_organisational | 
| 136 | foundation - mounting - structure - civil - design | 56 | 136_foundation_mounting_structure_civil | 
| 137 | guard - newly - mines - exposed - face | 56 | 137_guard_newly_mines_exposed | 
| 138 | worksite - soil - violation - subordinates - ground | 56 | 138_worksite_soil_violation_subordinates | 
| 139 | cap - glasses - ppe - mask - healthy | 55 | 139_cap_glasses_ppe_mask | 
| 140 | employees - theorganization - strength - goals - initiatives | 55 | 140_employees_theorganization_strength_goals | 
| 141 | payment - advance - cash - paid - receipt | 55 | 141_payment_advance_cash_paid | 
| 142 | latest - trends - explore - industries - portals | 55 | 142_latest_trends_explore_industries | 
| 143 | protective - measures - accepted - clothing - avoid | 55 | 143_protective_measures_accepted_clothing | 
| 144 | infestations - pests - infestation - pest - thespeci | 55 | 144_infestations_pests_infestation_pest | 
| 145 | turned - connected - appliances - allergens - separately | 55 | 145_turned_connected_appliances_allergens | 
| 146 | vehicle - road - tra - vehicles - lane | 54 | 146_vehicle_road_tra_vehicles | 
| 147 | malfunctioning - vibration - noise - mis - manufacturer | 54 | 147_malfunctioning_vibration_noise_mis | 
| 148 | grooming - acids - address - customers - needs | 54 | 148_grooming_acids_address_customers | 
| 149 | reliable - search - suitable - ine - jobs | 54 | 149_reliable_search_suitable_ine | 
| 150 | invoices - bills - billing - payment - payments | 54 | 150_invoices_bills_billing_payment | 
| 151 | registration - good - footwear - glasses - goggles | 54 | 151_registration_good_footwear_glasses | 
| 152 | accountable - assigned - role - actions - interacting | 54 | 152_accountable_assigned_role_actions | 
| 153 | discrepancies - concerns - immediate - department - supervisor | 54 | 153_discrepancies_concerns_immediate_department | 
| 154 | syrup - sugar - add - additives - avor | 54 | 154_syrup_sugar_add_additives | 
| 155 | disposal - hazardous - processes - categories - waste | 53 | 155_disposal_hazardous_processes_categories | 
| 156 | ethical - literacyto - sexual - conversation - harassment | 53 | 156_ethical_literacyto_sexual_conversation | 
| 157 | signals - model - sound - research - considering | 53 | 157_signals_model_sound_research | 
| 158 | refrigeration - systemto - cooling - cold - drain | 53 | 158_refrigeration_systemto_cooling_cold | 
| 159 | incoming - shift - leaving - counterpart - spot | 53 | 159_incoming_shift_leaving_counterpart | 
| 160 | mineral - recovery - optimum - mining - achieve | 53 | 160_mineral_recovery_optimum_mining | 
| 161 | listen - environmentally - respecting - convey - concerns | 53 | 161_listen_environmentally_respecting_convey | 
| 162 | listening - active - invarious - verbal - sanitisers | 53 | 162_listening_active_invarious_verbal | 
| 163 | dential - cycle - basis - kept - change | 52 | 163_dential_cycle_basis_kept | 
| 164 | privacyto - polite - protect - spread - organization | 52 | 164_privacyto_polite_protect_spread | 
| 165 | task - considering - footwear - dispose - environment | 52 | 165_task_considering_footwear_dispose | 
| 166 | mindset - continuous - learning - culturalawareness - emotional | 52 | 166_mindset_continuous_learning_culturalawareness | 
| 167 | compute - salary - transactions - common - income | 52 | 167_compute_salary_transactions_common | 
| 168 | ethics - values - duties - rights - constitutional | 52 | 168_ethics_values_duties_rights | 
| 169 | diversity - behave - inclusionto - communicate - appropriately | 52 | 169_diversity_behave_inclusionto_communicate | 
| 170 | environmentally - respecting - integrity - ethics - sustainable | 52 | 170_environmentally_respecting_integrity_ethics | 
| 171 | implementing - names - security - existing - techniques | 52 | 171_implementing_names_security_existing | 
| 172 | worker - enterprises - entrepreneurship - authority - concerned | 52 | 172_worker_enterprises_entrepreneurship_authority | 
| 173 | authorities - rights - digital - skillsto - legal | 51 | 173_authorities_rights_digital_skillsto | 
| 174 | sanitation - disinfect - hygiene - supplies - sign | 51 | 174_sanitation_disinfect_hygiene_supplies | 
| 175 | risks - threat - potential - processes - periodic | 51 | 175_risks_threat_potential_processes | 
| 176 | transactions - ine - online - common - nancial | 51 | 176_transactions_ine_online_common | 
| 177 | arranging - money - associated - potential - sources | 51 | 177_arranging_money_associated_potential | 
| 178 | dishes - meal - meat - cooking - preparation | 51 | 178_dishes_meal_meat_cooking | 
| 179 | respecting - society - integrity - ethics - behave | 51 | 179_respecting_society_integrity_ethics | 
| 180 | handling - safety - procedures - workplaceto - segregation | 51 | 180_handling_safety_procedures_workplaceto | 
| 181 | observations - record - deviations - internal - document | 51 | 181_observations_record_deviations_internal | 
| 182 | serviceto - types - erent - di - associated | 50 | 182_serviceto_types_erent_di | 
| 183 | incorporate - improve - feedback - experience - seek | 50 | 183_incorporate_improve_feedback_experience | 
| 184 | ine - reliable - online - recruitment - search | 50 | 184_ine_reliable_online_recruitment | 
| 185 | trust - approval - ideas - build - superior | 50 | 185_trust_approval_ideas_build | 
| 186 | administer - rst - aid - administering - demonstrate | 50 | 186_administer_rst_aid_administering | 
| 187 | issue - seek - advance - involving - developments | 50 | 187_issue_seek_advance_involving | 
| 188 | practicesto - replaced - friendly - conservation - environment | 50 | 188_practicesto_replaced_friendly_conservation | 
| 189 | maximize - aspects - consult - ectiveness - performed | 49 | 189_maximize_aspects_consult_ectiveness | 
| 190 | extinguishers - respond - ergonomics - promptly - accident | 49 | 190_extinguishers_respond_ergonomics_promptly | 
| 191 | behave - genders - sexual - pwd - harassmentfinancial | 49 | 191_behave_genders_sexual_pwd | 
| 192 | sector - lost - atmosphere - task - articles | 49 | 192_sector_lost_atmosphere_task | 
| 193 | diversity - communicating - inclusionto - hands - hand | 49 | 193_diversity_communicating_inclusionto_hands | 
| 194 | harassmentfinancial - literacyto - genders - sexual - pwd | 49 | 194_harassmentfinancial_literacyto_genders_sexual | 
| 195 | ppes - labelled - sealed - fssai - bag | 48 | 195_ppes_labelled_sealed_fssai | 
| 196 | savings - approach - authorities - expenses - rights | 48 | 196_savings_approach_authorities_expenses | 
| 197 | search - suitable - jobs - create - apply | 48 | 197_search_suitable_jobs_create | 
| 198 | kit - rst - aid - proceduresto - kits | 48 | 198_kit_rst_aid_proceduresto | 
| 199 | logistics - green - sustainability - chain - illustrate | 48 | 199_logistics_green_sustainability_chain | 
| 200 | pests - dust - sanitizers - cleanliness - clean | 48 | 200_pests_dust_sanitizers_cleanliness | 
| 201 | dence - clarity - selection - answer - questions | 47 | 201_dence_clarity_selection_answer | 
| 202 | engage - privacy - mind - hazardsto - kinds | 47 | 202_engage_privacy_mind_hazardsto | 
| 203 | deal - accident - causes - decisions - hazards | 47 | 203_deal_accident_causes_decisions | 
| 204 | commencing - functioning - machine - required - equipment | 47 | 204_commencing_functioning_machine_required | 
| 205 | fruits - sorted - vegetables - drying - seed | 47 | 205_fruits_sorted_vegetables_drying | 
| 206 | lab - sample - transfer - cartons - analysis | 46 | 206_lab_sample_transfer_cartons | 
| 207 | pertaining - reported - manufacturing - india - fssai | 46 | 207_pertaining_reported_manufacturing_india | 
| 208 | register - apprenticeship - opportunities - requirement - replenishment | 46 | 208_register_apprenticeship_opportunities_requirement | 
| 209 | citizenship - civic - constitutional - cance - duties | 46 | 209_citizenship_civic_constitutional_cance | 
| 210 | cotton - ginning - chemicals - weighed - prepared | 46 | 210_cotton_ginning_chemicals_weighed | 
| 211 | interacting - members - culture - etiquette - coordination | 46 | 211_interacting_members_culture_etiquette | 
| 212 | charts - signs - labels - notices - places | 46 | 212_charts_signs_labels_notices | 
| 213 | read - notes - mails - routine - contexts | 45 | 213_read_notes_mails_routine | 
| 214 | settingto - goal - development - understand - di | 45 | 214_settingto_goal_development_understand | 
| 215 | ideas - new - develop - improve - existing | 45 | 215_ideas_new_develop_improve | 
| 216 | harassment - literacyto - behave - genders - escalate | 45 | 216_harassment_literacyto_behave_genders | 
| 217 | regulatory - foodprocessing - regulations - legislation - administering | 45 | 217_regulatory_foodprocessing_regulations_legislation | 
| 218 | ned - hygienic - sops - dispose - hazard | 45 | 218_ned_hygienic_sops_dispose | 
| 219 | isolation - underground - positive - communication - near | 45 | 219_isolation_underground_positive_communication | 
| 220 | biological - etiquetteto - chemical - hazards - physical | 45 | 220_biological_etiquetteto_chemical_hazards | 
| 221 | oven - productsto - baking - heat - dough | 45 | 221_oven_productsto_baking_heat | 
| 222 | precaution - occupational - gases - undertaking - dust | 44 | 222_precaution_occupational_gases_undertaking | 
| 223 | touch - trashcans - requiring - cleared - intervals | 44 | 223_touch_trashcans_requiring_cleared | 
| 224 | etiquetteto - etiquette - report - professional - queries | 44 | 224_etiquetteto_etiquette_report_professional | 
| 225 | institutions - select - services - nancial - products | 44 | 225_institutions_select_services_nancial | 
| 226 | requests - respond - customer - customers - needs | 44 | 226_requests_respond_customer_customers | 
| 227 | samples - sample - micro - microorganisms - plates | 44 | 227_samples_sample_micro_microorganisms | 
| 228 | workplaceto - timefollow - recycling - ective - ergonomics | 44 | 228_workplaceto_timefollow_recycling_ective | 
| 229 | requests - respond - customers - needs - manner | 43 | 229_requests_respond_customers_needs | 
| 230 | persons - tourism - organizational - policies - gender | 43 | 230_persons_tourism_organizational_policies | 
| 231 | ethical - sanitizing - maintained - tidy - behaviour | 43 | 231_ethical_sanitizing_maintained_tidy | 
| 232 | behave - genders - pwd - sexual - thespeci | 43 | 232_behave_genders_pwd_sexual | 
| 233 | requirementsto - assistance - guest - visit - services | 43 | 233_requirementsto_assistance_guest_visit | 
| 234 | stages - biological - chemical - procurement - physical | 43 | 234_stages_biological_chemical_procurement | 
| 235 | clothing - tasks - protective - utilize - virtual | 43 | 235_clothing_tasks_protective_utilize | 
| 236 | selection - recruitment - register - apprenticeship - guidelines | 43 | 236_selection_recruitment_register_apprenticeship | 
| 237 | neutral - gender - diversityto - behaviour - listen | 43 | 237_neutral_gender_diversityto_behaviour | 
| 238 | lubricant - worksite - hazardous - battery - recyclable | 43 | 238_lubricant_worksite_hazardous_battery | 
| 239 | grease - underground - sensitive - compliance - mis | 42 | 239_grease_underground_sensitive_compliance | 
| 240 | mindset - basic - english - skillsto - using | 42 | 240_mindset_basic_english_skillsto | 
| 241 | investmentsetc - laws - taxes - legal - rights | 42 | 241_investmentsetc_laws_taxes_legal | 
| 242 | savings - approach - authorities - income - expenses | 42 | 242_savings_approach_authorities_income | 
| 243 | applications - securely - platforms - features - internet | 42 | 243_applications_securely_platforms_features | 
| 244 | digital - rights - operate - skillsto - legal | 42 | 244_digital_rights_operate_skillsto | 
| 245 | names - conversation - measuresto - avoiding - precautionary | 42 | 245_names_conversation_measuresto_avoiding | 
| 246 | chart - refer - formulation - ow - weigh | 42 | 246_chart_refer_formulation_ow | 
| 247 | adjustments - smoothly - repairs - machine - minor | 42 | 247_adjustments_smoothly_repairs_machine | 
| 248 | extinguishers - res - worksitewhen - types - correctly | 42 | 248_extinguishers_res_worksitewhen_types | 
| 249 | ordinate - dustbins - coloured - icts - politely | 42 | 249_ordinate_dustbins_coloured_icts | 
| 250 | manuals - suppliers - following - sop - instructions | 41 | 250_manuals_suppliers_following_sop | 
| 251 | ciency - details - machinery - sequence - capacity | 41 | 251_ciency_details_machinery_sequence | 
| 252 | andenvironmentally - civic - constitutional - ethics - values | 41 | 252_andenvironmentally_civic_constitutional_ethics | 
| 253 | productivity - fuel - separately - conservation - stacked | 41 | 253_productivity_fuel_separately_conservation | 
| 254 | hospitality - tourism - tourists - tour - visit | 41 | 254_hospitality_tourism_tourists_tour | 
| 255 | culturalawareness - creative - emotional - continuous - thinking | 41 | 255_culturalawareness_creative_emotional_continuous | 
| 256 | stain - polish - soft - stains - cloth | 41 | 256_stain_polish_soft_stains | 
| 257 | attitude - behavior - positive - solving - century | 41 | 257_attitude_behavior_positive_solving | 
| 258 | everyday - contexts - conversation - read - person | 41 | 258_everyday_contexts_conversation_read | 
| 259 | centuryto - practicesbecoming - recognize - signi - st | 41 | 259_centuryto_practicesbecoming_recognize_signi | 
| 260 | infringing - deals - refrain - guest - plans | 41 | 260_infringing_deals_refrain_guest | 
| 261 | workforce - breaches - electrocution - train - initiative | 41 | 261_workforce_breaches_electrocution_train | 
| 262 | investmentsetc - compute - salary - taxes - laws | 41 | 262_investmentsetc_compute_salary_taxes | 
| 263 | society - integrity - respecting - ethics - responsibility | 41 | 263_society_integrity_respecting_ethics | 
| 264 | minutes - come - bring - spot - necessary | 41 | 264_minutes_come_bring_spot | 
| 265 | obtaining - instructions - supervisor - chart - requirements | 41 | 265_obtaining_instructions_supervisor_chart | 
| 266 | eco - reuse - spills - leakages - activities | 41 | 266_eco_reuse_spills_leakages | 
| 267 | fabric - trolley - unloading - running - mentioned | 41 | 267_fabric_trolley_unloading_running | 
| 268 | assistants - responsibilities - allot - helpers - saving | 41 | 268_assistants_responsibilities_allot_helpers | 
| 269 | dence - clarity - selection - recruitment - politely | 40 | 269_dence_clarity_selection_recruitment | 
| 270 | virtual - collaboration - word - features - ectively | 40 | 270_virtual_collaboration_word_features | 
| 271 | impact - mining - steps - environmental - operations | 40 | 271_impact_mining_steps_environmental | 
| 272 | andequipment - manufacturer - trenches - installations - exhaust | 40 | 272_andequipment_manufacturer_trenches_installations | 
| 273 | verbal - internet - connecting - communication - applications | 40 | 273_verbal_internet_connecting_communication | 
| 274 | policy - gloves - hygiene - organize - adhere | 40 | 274_policy_gloves_hygiene_organize | 
| 275 | malfunctions - write - goal - recti - messages | 40 | 275_malfunctions_write_goal_recti | 
| 276 | disposal - mining - hazardous - impact - environmental | 40 | 276_disposal_mining_hazardous_impact | 
| 277 | career - interests - settingto - goal - erence | 40 | 277_career_interests_settingto_goal | 
| 278 | processparameters - entire - temperature - applicable - used | 40 | 278_processparameters_entire_temperature_applicable | 
| 279 | causes - risk - deal - accident - possible | 40 | 279_causes_risk_deal_accident | 
| 280 | optimize - adventure - usage - ways - accepted | 39 | 280_optimize_adventure_usage_ways | 
| 281 | teamdiversity - inclusionto - behave - communicate - appropriately | 39 | 281_teamdiversity_inclusionto_behave_communicate | 
| 282 | register - jobs - apply - apprenticeship - opportunities | 39 | 282_register_jobs_apply_apprenticeship | 
| 283 | extruder - die - extruded - cutter - coming | 39 | 283_extruder_die_extruded_cutter | 
| 284 | aid - rst - person - timefollow - hazards | 39 | 284_aid_rst_person_timefollow | 
| 285 | serviceto - customers - types - erent - di | 39 | 285_serviceto_customers_types_erent | 
| 286 | proceduresto - evacuation - emergency - res - deal | 39 | 286_proceduresto_evacuation_emergency_res | 
| 287 | search - create - suitable - professional - jobs | 39 | 287_search_create_suitable_professional | 
| 288 | revenue - pricing - strategies - leak - policies | 39 | 288_revenue_pricing_strategies_leak | 
| 289 | accordinglyfollow - decisions - guidelinesto - personaland - environmental | 38 | 289_accordinglyfollow_decisions_guidelinesto_personaland | 
| 290 | reactions - cause - dissatisfactions - impersonal - relationship | 38 | 290_reactions_cause_dissatisfactions_impersonal | 
| 291 | dence - openings - clarity - answer - questions | 38 | 291_dence_openings_clarity_answer | 
| 292 | managementto - timefollow - ective - person - protect | 38 | 292_managementto_timefollow_ective_person | 
| 293 | respectively - agencies - portals - recruitment - identi | 38 | 293_respectively_agencies_portals_recruitment | 
| 294 | housekeeping - department - hr - guidelinesto - infection | 38 | 294_housekeeping_department_hr_guidelinesto | 
| 295 | crockery - articles - disinfectants - recommended - established | 38 | 295_crockery_articles_disinfectants_recommended | 
| 296 | sanitizers - machineries - cations - following - recommended | 37 | 296_sanitizers_machineries_cations_following | 
| 297 | customer - complaints - preferences - output - feedback | 37 | 297_customer_complaints_preferences_output | 
| 298 | estimate - manpower - dueto - grades - apparatus | 37 | 298_estimate_manpower_dueto_grades | 
| 299 | deals - protected - data - plans - infringing | 37 | 299_deals_protected_data_plans | 
| 300 | understanding - clari - seek - personnel - cations | 37 | 300_understanding_clari_seek_personnel | 
| 301 | cpr - cardiac - arrest - caused - situation | 37 | 301_cpr_cardiac_arrest_caused | 
| 302 | serviceto - business - businessto - able - competent | 37 | 302_serviceto_business_businessto_able | 
| 303 | good - english - skillsto - follow - able | 37 | 303_good_english_skillsto_follow | 
| 304 | standardsgetting - jobsto - ready - create - apprenticeship | 37 | 304_standardsgetting_jobsto_ready_create | 
| 305 | search - register - suitable - jobs - apply | 37 | 305_search_register_suitable_jobs | 
| 306 | ppe - protective - near - applicable - personal | 37 | 306_ppe_protective_near_applicable | 
| 307 | taste - odour - appearance - best - criteria | 37 | 307_taste_odour_appearance_best | 
| 308 | target - production - timeline - goal - schedule | 37 | 308_target_production_timeline_goal | 
| 309 | behaviour - critical - century - skills - thinking | 37 | 309_behaviour_critical_century_skills | 
| 310 | register - apprenticeship - guidelines - opportunities - requirements | 36 | 310_register_apprenticeship_guidelines_opportunities | 
| 311 | openings - answer - questions - identi - ine | 36 | 311_openings_answer_questions_identi | 
| 312 | manners - good - skillsto - follow - competent | 36 | 312_manners_good_skillsto_follow | 
| 313 | alcohol - regularly - sanitisers - hands - washing | 36 | 313_alcohol_regularly_sanitisers_hands | 
| 314 | usage - electricity - energy - optimize - ways | 36 | 314_usage_electricity_energy_optimize | 
| 315 | wind - proposed - ooding - generation - data | 36 | 315_wind_proposed_ooding_generation | 
| 316 | thinking - culturalawareness - critical - solving - creative | 36 | 316_thinking_culturalawareness_critical_solving | 
| 317 | personaland - learn - learning - emotional - continuous | 36 | 317_personaland_learn_learning_emotional | 
| 318 | arranging - money - associated - potential - sources | 36 | 318_arranging_money_associated_potential | 
| 319 | jobsto - search - suitable - create - apprenticeship | 36 | 319_jobsto_search_suitable_create | 
| 320 | standardsgetting - grooming - address - ready - needs | 36 | 320_standardsgetting_grooming_address_ready | 
| 321 | moving - near - haul - roads - parts | 36 | 321_moving_near_haul_roads | 
| 322 | hazard - explosive - warning - submit - hot | 36 | 322_hazard_explosive_warning_submit | 
| 323 | dress - authorized - adhere - supervisors - clari | 36 | 323_dress_authorized_adhere_supervisors | 
| 324 | digital - operate - skillsto - able - competent | 35 | 324_digital_operate_skillsto_able | 
| 325 | protein - plant - shelf - based - life | 35 | 325_protein_plant_shelf_based | 
| 326 | coding - colour - count - produced - instruction | 35 | 326_coding_colour_count_produced | 
| 327 | designing - atmosphere - timefollow - plans - hazards | 35 | 327_designing_atmosphere_timefollow_plans | 
| 328 | civic - citizenshipto - constitutional - values - rights | 35 | 328_civic_citizenshipto_constitutional_values | 
| 329 | symptoms - faced - submit - illness - task | 35 | 329_symptoms_faced_submit_illness | 
| 330 | electrocution - evacuation - public - areas - treating | 35 | 330_electrocution_evacuation_public_areas | 
| 331 | settingto - goal - mails - letters - development | 35 | 331_settingto_goal_mails_letters | 
| 332 | glasses - footwear - masks - goggles - long | 35 | 332_glasses_footwear_masks_goggles | 
| 333 | labelled - sealed - bag - infectious - ppes | 35 | 333_labelled_sealed_bag_infectious | 
| 334 | medical - emergencies - bleeding - choking - burns | 35 | 334_medical_emergencies_bleeding_choking | 
| 335 | explore - industries - employability - jobs - learning | 35 | 335_explore_industries_employability_jobs | 
| 336 | ventilation - district - diagram - circuit - tothe | 35 | 336_ventilation_district_diagram_circuit | 
| 337 | stages - cross - contamination - avoid - organisational | 35 | 337_stages_cross_contamination_avoid | 
| 338 | centuryto - behavior - century - st - awareness | 35 | 338_centuryto_behavior_century_st | 
| 339 | andenvironmentally - practicesbecoming - ethics - sustainable - duties | 35 | 339_andenvironmentally_practicesbecoming_ethics_sustainable | 
| 340 | word - features - ectively - basic - ms | 35 | 340_word_features_ectively_basic | 
| 341 | notify - hazard - running - free - oors | 34 | 341_notify_hazard_running_free | 
| 342 | align - threat - accessible - challenges - leak | 34 | 342_align_threat_accessible_challenges | 
| 343 | exhibit - trust - senior - complaints - colleagues | 34 | 343_exhibit_trust_senior_complaints | 
| 344 | privacy - dress - times - adhere - sensitive | 34 | 344_privacy_dress_times_adhere | 
| 345 | manners - diversity - communicating - inclusionto - diversityto | 34 | 345_manners_diversity_communicating_inclusionto | 
| 346 | sh - seafood - graded - remove - shell | 34 | 346_sh_seafood_graded_remove | 
| 347 | focus - assigned - role - existing - neutral | 34 | 347_focus_assigned_role_existing | 
| 348 | citizenshipto - employability - explore - values - learning | 34 | 348_citizenshipto_employability_explore_values | 
| 349 | word - collaboration - features - ectively - basic | 34 | 349_word_collaboration_features_ectively | 
| 350 | categories - generated - segregate - dispose - waste | 34 | 350_categories_generated_segregate_dispose | 
| 351 | multiple - utilize - machineries - utilization - ecting | 34 | 351_multiple_utilize_machineries_utilization | 
| 352 | personaland - continuous - learning - english - skillsto | 34 | 352_personaland_continuous_learning_english | 
| 353 | accommodation - disposal - public - cleanliness - disposed | 34 | 353_accommodation_disposal_public_cleanliness | 
| 354 | cone - age - cones - cheese - ages | 34 | 354_cone_age_cones_cheese | 
| 355 | devices - applications - features - operate - digital | 33 | 355_devices_applications_features_operate | 
| 356 | requests - grooming - tourism - hospitality - needs | 33 | 356_requests_grooming_tourism_hospitality | 
| 357 | digital - devices - operate - basic - carry | 33 | 357_digital_devices_operate_basic | 
| 358 | acids - handling - followed - procedures - tools | 33 | 358_acids_handling_followed_procedures | 
| 359 | anticipate - promotion - mitigate - price - sources | 33 | 359_anticipate_promotion_mitigate_price | 
| 360 | mail - virtual - platforms - internet - media | 33 | 360_mail_virtual_platforms_internet | 
| 361 | career - term - goals - long - short | 33 | 361_career_term_goals_long | 
| 362 | walk - threat - periodic - risks - free | 33 | 362_walk_threat_periodic_risks | 
| 363 | walk - ifassigned - threats - obstructions - involve | 33 | 363_walk_ifassigned_threats_obstructions | 
| 364 | workplaceto - recycling - standardsgetting - grooming - feedback | 33 | 364_workplaceto_recycling_standardsgetting_grooming | 
| 365 | invarious - teamdiversity - collaboratively - listening - settings | 33 | 365_invarious_teamdiversity_collaboratively_listening | 
| 366 | civic - constitutional - values - duties - rights | 33 | 366_civic_constitutional_values_duties | 
| 367 | requirementsconstitutional - meeting - citizenshipto - employability - cance | 33 | 367_requirementsconstitutional_meeting_citizenshipto_employability | 
| 368 | rawmaterials - aging - materials - quantity - raw | 33 | 368_rawmaterials_aging_materials_quantity | 
| 369 | bleeding - choking - burns - cuts - poisoning | 33 | 369_bleeding_choking_burns_cuts | 
| 370 | english - hospitality - tourism - everyday - basic | 33 | 370_english_hospitality_tourism_everyday | 
| 371 | conformance - referring - verifying - raw - quality | 33 | 371_conformance_referring_verifying_raw | 
| 372 | gueststo - brief - clearly - polite - desk | 33 | 372_gueststo_brief_clearly_polite | 
| 373 | date - code - coding - batch - expiry | 33 | 373_date_code_coding_batch | 
| 374 | injuries - treating - cuts - rodents - shoes | 33 | 374_injuries_treating_cuts_rodents | 
| 375 | utilization - planning - cient - manpower - resources | 32 | 375_utilization_planning_cient_manpower | 
| 376 | symbols - hazard - harmful - toxic - warning | 32 | 376_symbols_hazard_harmful_toxic | 
| 377 | surface - stacked - ore - carried - minimum | 32 | 377_surface_stacked_ore_carried | 
| 378 | cooking - burner - light - steam - stir | 32 | 378_cooking_burner_light_steam | 
| 379 | literacyto - services - nancial - safely - products | 32 | 379_literacyto_services_nancial_safely | 
| 380 | andenvironmentally - centuryto - practicesbecoming - sustainable - st | 32 | 380_andenvironmentally_centuryto_practicesbecoming_sustainable | 
| 381 | organize - productionto - receive - tting - tools | 32 | 381_organize_productionto_receive_tting | 
| 382 | disease - injury - infectious - air - instruct | 32 | 382_disease_injury_infectious_air | 
| 383 | ice - cream - centre - spiral - insert | 32 | 383_ice_cream_centre_spiral | 
| 384 | environmentally - centuryto - practicesbecoming - sustainable - st | 32 | 384_environmentally_centuryto_practicesbecoming_sustainable | 
| 385 | dential - leaving - prevention - visible - harassment | 32 | 385_dential_leaving_prevention_visible | 
| 386 | grievances - scope - resolve - icts - authority | 32 | 386_grievances_scope_resolve_icts | 
| 387 | generated - recyclable - hazardous - non - waste | 32 | 387_generated_recyclable_hazardous_non | 
| 388 | jobsto - create - apprenticeship - professional - ready | 32 | 388_jobsto_create_apprenticeship_professional | 
| 389 | solving - creative - thinking - problem - critical | 32 | 389_solving_creative_thinking_problem | 
| 390 | designs - competitors - employee - leak - protection | 32 | 390_designs_competitors_employee_leak | 
| 391 | savings - approach - income - expenses - calculate | 31 | 391_savings_approach_income_expenses | 
| 392 | applications - features - internet - devices - operate | 31 | 392_applications_features_internet_devices | 
| 393 | requirementsto - services - guests - speci - gueststo | 31 | 393_requirementsto_services_guests_speci | 
| 394 | privacyto - sta - guests - team - followed | 31 | 394_privacyto_sta_guests_team | 
| 395 | cater - group - facilities - gender - age | 31 | 395_cater_group_facilities_gender | 
| 396 | company - organisational - observed - person - concerned | 31 | 396_company_organisational_observed_person | 
| 397 | motivate - standardsto - implement - performance - organisational | 31 | 397_motivate_standardsto_implement_performance | 
| 398 | passed - essential - timely - etiquette - manner | 31 | 398_passed_essential_timely_etiquette | 
| 399 | sanitizing - tidy - hands - washing - intervals | 31 | 399_sanitizing_tidy_hands_washing | 
| 400 | recyclable - practicesto - recycling - non - identify | 31 | 400_recyclable_practicesto_recycling_non | 
| 401 | learn - learning - culturalawareness - emotional - continuous | 31 | 401_learn_learning_culturalawareness_emotional | 
| 402 | platforms - media - securely - identify - able | 31 | 402_platforms_media_securely_identify | 
| 403 | initiative - capacity - skill - industry - diversity | 31 | 403_initiative_capacity_skill_industry | 
| 404 | openings - respectively - agencies - portals - identi | 31 | 404_openings_respectively_agencies_portals | 
| 405 | secure - followed - handling - procedures - safe | 31 | 405_secure_followed_handling_procedures | 
| 406 | allergens - establish - separately - transportation - distribution | 31 | 406_allergens_establish_separately_transportation | 
| 407 | concentration - column - limit - added - sample | 31 | 407_concentration_column_limit_added | 
| 408 | harassment - genders - escalate - according - sexual | 31 | 408_harassment_genders_escalate_according | 
| 409 | persons - enable - disabilities - treated - asked | 31 | 409_persons_enable_disabilities_treated | 
| 410 | leave - concurrence - getting - department - thesame | 31 | 410_leave_concurrence_getting_department | 
| 411 | winding - drum - drums - spool - spinning | 31 | 411_winding_drum_drums_spool | 
| 412 | immediate - revenue - strategies - marketing - pricing | 31 | 412_immediate_revenue_strategies_marketing | 
| 413 | textile - uniform - wear - guidelines - etiquette | 31 | 413_textile_uniform_wear_guidelines | 
| 414 | responsibility - citizenship - society - limits - schedules | 30 | 414_responsibility_citizenship_society_limits | 
| 415 | mask - plugs - ear - ppes - body | 30 | 415_mask_plugs_ear_ppes | 
| 416 | requests - grooming - needs - manner - standardsgetting | 30 | 416_requests_grooming_needs_manner | 
| 417 | height - space - tackles - ned - handle | 30 | 417_height_space_tackles_ned | 
| 418 | duty - superior - assigned - erence - problems | 30 | 418_duty_superior_assigned_erence | 
| 419 | mail - internet - platforms - media - devices | 30 | 419_mail_internet_platforms_media | 
| 420 | ones - unsafe - schedules - responsibility - agreed | 30 | 420_ones_unsafe_schedules_responsibility | 
| 421 | accountable - implementation - spread - rules - actions | 30 | 421_accountable_implementation_spread_rules | 
| 422 | mail - virtual - collaboration - platforms - media | 30 | 422_mail_virtual_collaboration_platforms | 
| 423 | ups - organized - health - attend - injury | 30 | 423_ups_organized_health_attend | 
| 424 | verbal - non - skillsto - follow - able | 30 | 424_verbal_non_skillsto_follow | 
| 425 | performance - senior - indicators - achievement - exible | 30 | 425_performance_senior_indicators_achievement | 
| 426 | institutions - literacyto - select - services - nancial | 30 | 426_institutions_literacyto_select_services | 
| 427 | faced - politely - company - problems - communicate | 30 | 427_faced_politely_company_problems | 
| 428 | thinking - culturalawareness - solving - creative - emotional | 30 | 428_thinking_culturalawareness_solving_creative | 
| 429 | disposing - lubricant - collecting - storing - battery | 30 | 429_disposing_lubricant_collecting_storing | 
| 430 | dissatisfactions - impersonal - relationship - guests - complaints | 30 | 430_dissatisfactions_impersonal_relationship_guests | 
| 431 | priority - essential - high - pass - timely | 30 | 431_priority_essential_high_pass | 
| 432 | compute - investmentsetc - salary - taxes - common | 29 | 432_compute_investmentsetc_salary_taxes | 
| 433 | malfunctions - recti - eliminate - steps - machinery | 29 | 433_malfunctions_recti_eliminate_steps | 
| 434 | sealed - drainage - roof - lighting - near | 29 | 434_sealed_drainage_roof_lighting | 
| 435 | underground - extinguishers - handling - operate - types | 29 | 435_underground_extinguishers_handling_operate | 
| 436 | hairnets - ear - masks - gloves - plugs | 29 | 436_hairnets_ear_masks_gloves | 
| 437 | minor - repairs - periodic - faults - agents | 29 | 437_minor_repairs_periodic_faults | 
| 438 | diversity - inclusionto - hospitality - tourism - english | 29 | 438_diversity_inclusionto_hospitality_tourism | 
| 439 | incase - traveling - roads - haul - post | 29 | 439_incase_traveling_roads_haul | 
| 440 | requirementsconstitutional - drains - citizenshipto - meeting - sterile | 29 | 440_requirementsconstitutional_drains_citizenshipto_meeting | 
| 441 | theorganisation - protect - observed - strong - sensitive | 29 | 441_theorganisation_protect_observed_strong | 
| 442 | er - requirementsto - services - cater - facilities | 29 | 442_er_requirementsto_services_cater | 
| 443 | sensitive - disability - gender - age - adhere | 28 | 443_sensitive_disability_gender_age | 
| 444 | andenvironmentally - centuryto - practicesbecoming - ethics - sustainable | 28 | 444_andenvironmentally_centuryto_practicesbecoming_ethics | 
| 445 | rotation - areas - store - stock - nished | 28 | 445_rotation_areas_store_stock | 
| 446 | risk - chemical - electrical - physical - handling | 28 | 446_risk_chemical_electrical_physical | 
| 447 | caps - masks - shoes - gloves - hair | 28 | 447_caps_masks_shoes_gloves | 
| 448 | problems - identi - supervisor - physical - spillage | 28 | 448_problems_identi_supervisor_physical | 
| 449 | trashcans - cleared - regularly - cleanliness - following | 28 | 449_trashcans_cleared_regularly_cleanliness | 
| 450 | operate - digital - skillsto - legal - able | 28 | 450_operate_digital_skillsto_legal | 
| 451 | soap - sanitisers - disinfect - evacuation - alcohol | 28 | 451_soap_sanitisers_disinfect_evacuation | 
| 452 | ventilation - pipes - tanks - objects - phones | 28 | 452_ventilation_pipes_tanks_objects | 
| 453 | increase - improve - ciency - existing - comply | 28 | 453_increase_improve_ciency_existing | 
| 454 | cleaning - arrange - agent - performing - gear | 28 | 454_cleaning_arrange_agent_performing | 
| 455 | themachines - tool - question - spare - areas | 28 | 455_themachines_tool_question_spare | 
| 456 | lights - switch - resources - electricity - tasks | 28 | 456_lights_switch_resources_electricity | 
| 457 | dustbins - coloured - recycle - segregate - handle | 28 | 457_dustbins_coloured_recycle_segregate | 
| 458 | environmentally - centuryto - practicesbecoming - sustainable - st | 28 | 458_environmentally_centuryto_practicesbecoming_sustainable | 
| 459 | assessment - critical - threat - forward - points | 28 | 459_assessment_critical_threat_forward | 
| 460 | alcohol - wash - cleaned - hand - sure | 28 | 460_alcohol_wash_cleaned_hand | 
| 461 | grievances - scope - escalate - problems - ciency | 28 | 461_grievances_scope_escalate_problems | 
| 462 | learn - culturalawareness - solving - creative - emotional | 28 | 462_learn_culturalawareness_solving_creative | 
| 463 | microbiological - label - chemical - physical - sensory | 27 | 463_microbiological_label_chemical_physical | 
| 464 | employment - recognize - practice - century - cance | 27 | 464_employment_recognize_practice_century | 
| 465 | wearing - clothes - regularly - prescribed - hygiene | 27 | 465_wearing_clothes_regularly_prescribed | 
| 466 | posture - position - hours - decisions - methods | 27 | 466_posture_position_hours_decisions | 
| 467 | measuresto - precautionary - health - following - competent | 27 | 467_measuresto_precautionary_health_following | 
| 468 | poisoning - choking - burns - bleeding - cuts | 27 | 468_poisoning_choking_burns_bleeding | 
| 469 | sectorto - textile - emergencies - response - india | 27 | 469_sectorto_textile_emergencies_response | 
| 470 | kinds - environmental - possible - hazards - hazardsto | 27 | 470_kinds_environmental_possible_hazards | 
| 471 | rodents - security - checklist - pests - regulations | 27 | 471_rodents_security_checklist_pests | 
| 472 | andculturally - tasks - performed - accordinglyfollow - decisions | 27 | 472_andculturally_tasks_performed_accordinglyfollow | 
| 473 | know - standardsto - pm - labeling - systemto | 27 | 473_know_standardsto_pm_labeling | 
| 474 | protocols - lead - carrying - lifting - signs | 27 | 474_protocols_lead_carrying_lifting | 
| 475 | encourage - objectives - creating - orientation - promote | 27 | 475_encourage_objectives_creating_orientation | 
| 476 | ups - getting - recall - undertaking - haccp | 27 | 476_ups_getting_recall_undertaking | 
| 477 | negative - reporting - received - immediate - experience | 27 | 477_negative_reporting_received_immediate | 
| 478 | minimize - organisational - responsibility - roles - accountable | 27 | 478_minimize_organisational_responsibility_roles | 
| 479 | letters - write - messages - written - notes | 27 | 479_letters_write_messages_written | 
| 480 | healthy - guard - line - activities - guidelines | 27 | 480_healthy_guard_line_activities | 
| 481 | ghting - response - undertake - asked - training | 26 | 481_ghting_response_undertake_asked | 
| 482 | sectorto - textile - conservation - energy - workto | 26 | 482_sectorto_textile_conservation_energy | 
| 483 | opencast - security - regulations - comply - guidelines | 26 | 483_opencast_security_regulations_comply | 
| 484 | ofthe - possible - recognise - environmental - chemical | 26 | 484_ofthe_possible_recognise_environmental | 
| 485 | prescribed - superior - manner - performance - exible | 26 | 485_prescribed_superior_manner_performance | 
| 486 | dress - interacting - code - colleagues - superiors | 26 | 486_dress_interacting_code_colleagues | 
| 487 | leaves - harassment - sexual - exible - inclusive | 26 | 487_leaves_harassment_sexual_exible | 
| 488 | recycling - practicesto - turned - ective - garbage | 26 | 488_recycling_practicesto_turned_ective | 
| 489 | decide - market - foods - feasibility - category | 26 | 489_decide_market_foods_feasibility | 
| 490 | utilization - respect - machinery - capacity - order | 26 | 490_utilization_respect_machinery_capacity | 
| 491 | standardsto - icts - politely - attention - colleagues | 26 | 491_standardsto_icts_politely_attention | 
| 492 | drills - mock - participate - organized - undertake | 26 | 492_drills_mock_participate_organized | 
| 493 | attitude - positive - solving - creative - thinking | 26 | 493_attitude_positive_solving_creative | 
| 494 | colleagues - submit - politely - timely - superior | 26 | 494_colleagues_submit_politely_timely | 
| 495 | ipr - unattended - workstation - visible - comply | 26 | 495_ipr_unattended_workstation_visible | 
| 496 | hazardsto - shutdown - accidents - evacuation - organisation | 26 | 496_hazardsto_shutdown_accidents_evacuation | 
| 497 | sign - symptoms - immediately - authorities - regarding | 26 | 497_sign_symptoms_immediately_authorities | 
| 498 | teamdiversity - collaboratively - inclusionto - settings - encourage | 26 | 498_teamdiversity_collaboratively_inclusionto_settings | 
| 499 | privacy - respect - services - requirementsto - policy | 26 | 499_privacy_respect_services_requirementsto | 
| 500 | st - centuryto - recognize - century - cance | 26 | 500_st_centuryto_recognize_century | 
| 501 | disease - infectious - authority - air - injury | 26 | 501_disease_infectious_authority_air | 
| 502 | aid - rst - hazards - appropriately - workplace | 26 | 502_aid_rst_hazards_appropriately | 
| 503 | ascertain - crockery - disinfectants - articles - solution | 26 | 503_ascertain_crockery_disinfectants_articles | 
| 504 | recyclable - segregate - hazardous - hospitality - tourism | 26 | 504_recyclable_segregate_hazardous_hospitality | 
| 505 | budget - cost - senior - nature - ciently | 26 | 505_budget_cost_senior_nature | 
| 506 | shop - laid - oor - biological - establish | 25 | 506_shop_laid_oor_biological |
  
</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: 1.25.2
* HDBSCAN: 0.8.36
* UMAP: 0.5.6
* Pandas: 2.0.3
* Scikit-Learn: 1.2.2
* Sentence-transformers: 3.0.0
* Transformers: 4.41.1
* Numba: 0.58.1
* Plotly: 5.15.0
* Python: 3.10.12