risk-analysis-model
This is a 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:
from bertopic import BERTopic
topic_model = BERTopic.load("siddhxrth/risk-analysis-model")
topic_model.get_topic_info()
Topic overview
- Number of topics: 630
- Number of training documents: 600000
Click here for an overview of all topics.
| Topic ID | Topic Keywords | Topic Frequency | Label |
|---|---|---|---|
| -1 | taste - product - like - br - good | 80 | -1_taste_product_like_br |
| 0 | scent - smell - smells - odor - strong | 242124 | 0_scent_smell_smells_odor |
| 1 | mask - masks - nose - face - eyes | 10501 | 1_mask_masks_nose_face |
| 2 | brush - toothbrush - bristles - brushes - heads | 8635 | 2_brush_toothbrush_bristles_brushes |
| 3 | stopped working - working - stopped - working months - months | 7059 | 3_stopped working_working_stopped_working months |
| 4 | bags - trash - bag - gallon - trash bags | 5321 | 4_bags_trash_bag_gallon |
| 5 | el - que - es - la - lo | 5085 | 5_el_que_es_la |
| 6 | ear - ears - noise - plugs - hearing | 5002 | 6_ear_ears_noise_plugs |
| 7 | stomach - diarrhea - sick - gas - upset | 4916 | 7_stomach_diarrhea_sick_gas |
| 8 | size - small - smaller - small small - wrong size | 4433 | 8_size_small_smaller_small small |
| 9 | sound - noise - sounds - white noise - loud | 4326 | 9_sound_noise_sounds_white noise |
| 10 | taste - tastes - taste taste - flavor - taste horrible | 3842 | 10_taste_tastes_taste taste_flavor |
| 11 | charge - hold charge - charging - charged - wont charge | 3674 | 11_charge_hold charge_charging_charged |
| 12 | pill - pills - compartments - organizer - pill box | 3654 | 12_pill_pills_compartments_organizer |
| 13 | star - money star - stars - zero stars - star dont | 3488 | 13_star_money star_stars_zero stars |
| 14 | socks - compression - sock - calf - calves | 3281 | 14_socks_compression_sock_calf |
| 15 | cold - ice - stay cold - ice pack - packs | 3130 | 15_cold_ice_stay cold_ice pack |
| 16 | heating - heating pad - pad - heat - hot | 3033 | 16_heating_heating pad_pad_heat |
| 17 | knee - brace - support - knees - thigh | 2728 | 17_knee_brace_support_knees |
| 18 | heat - warm - hot - doesnt hot - setting | 2727 | 18_heat_warm_hot_doesnt hot |
| 19 | caffeine - workout - preworkout - energy - pre | 2541 | 19_caffeine_workout_preworkout_energy |
| 20 | stars - stars didnt - stars dont - expected stars - work stars | 2473 | 20_stars_stars didnt_stars dont_expected stars |
| 21 | thermometer - temperature - temp - fever - accurate | 2473 | 21_thermometer_temperature_temp_fever |
| 22 | mop - bucket - swiffer - spin - head | 2446 | 22_mop_bucket_swiffer_spin |
| 23 | app - scale - fat - body fat - bluetooth | 2365 | 23_app_scale_fat_body fat |
| 24 | spray - sprayer - nozzle - spray bottle - spray nozzle | 2318 | 24_spray_sprayer_nozzle_spray bottle |
| 25 | scale - weight - lbs - pounds - accurate | 2281 | 25_scale_weight_lbs_pounds |
| 26 | pads - underwear - pad - liners - liner | 2276 | 26_pads_underwear_pad_liners |
| 27 | broom - pan - sweep - dust - sweeping | 2150 | 27_broom_pan_sweep_dust |
| 28 | candle - candles - wax - wick - burn | 2128 | 28_candle_candles_wax_wick |
| 29 | oz - bottles - bottle - received bottle - oz bottle | 2118 | 29_oz_bottles_bottle_received bottle |
| 30 | dishwasher - dishes - soap - dish - cascade | 2069 | 30_dishwasher_dishes_soap_dish |
| 31 | massager - massage - neck - massaging - massagers | 2058 | 31_massager_massage_neck_massaging |
| 32 | diffuser - diffusers - mist - diffuse - stopped working | 2040 | 32_diffuser_diffusers_mist_diffuse |
| 33 | gummies - gummy - chew - texture - hard chew | 2008 | 33_gummies_gummy_chew_texture |
| 34 | straws - straw - yeti - drink - smoothies | 1992 | 34_straws_straw_yeti_drink |
| 35 | plates - plate - dinner - food - cracked | 1992 | 35_plates_plate_dinner_food |
| 36 | towels - paper towels - towel - paper - paper towel | 1976 | 36_towels_paper towels_towel_paper |
| 37 | protein - protein powder - whey - powder - chocolate | 1911 | 37_protein_protein powder_whey_powder |
| 38 | lighter - flame - butane - fuel - torch | 1767 | 38_lighter_flame_butane_fuel |
| 39 | overpriced - price - value - expensive - priced | 1766 | 39_overpriced_price_value_expensive |
| 40 | broke - broke months - broke week - use broke - broke broke | 1752 | 40_broke_broke months_broke week_use broke |
| 41 | arch - insoles - arch support - support - insole | 1721 | 41_arch_insoles_arch support_support |
| 42 | expired - expiration - date - expiration date - expires | 1717 | 42_expired_expiration_date_expiration date |
| 43 | drain - sink - clog - clogged - drains | 1705 | 43_drain_sink_clog_clogged |
| 44 | clothes - detergent - laundry - load - washer | 1689 | 44_clothes_detergent_laundry_load |
| 45 | sleep - asleep - help sleep - fall asleep - insomnia | 1638 | 45_sleep_asleep_help sleep_fall asleep |
| 46 | lamp - light - bright - lights - bulb | 1603 | 46_lamp_light_bright_lights |
| 47 | glasses - clean glasses - wipes - smudges - lenses | 1584 | 47_glasses_clean glasses_wipes_smudges |
| 48 | seal - seal broken - safety seal - safety - sealed | 1531 | 48_seal_seal broken_safety seal_safety |
| 49 | pain - pain relief - relief - help pain - relieve pain | 1501 | 49_pain_pain relief_relief_help pain |
| 50 | oil - oils - leaked - dropper - oil leaked | 1495 | 50_oil_oils_leaked_dropper |
| 51 | uncomfortable - comfortable - comfortable comfortable - uncomfortable uncomfortable - comfort | 1487 | 51_uncomfortable_comfortable_comfortable comfortable_uncomfortable uncomfortable |
| 52 | gloves - glove - tear - rip - tear easily | 1433 | 52_gloves_glove_tear_rip |
| 53 | oils - essential - oil - essential oil - essential oils | 1396 | 53_oils_essential_oil_essential oil |
| 54 | toilet paper - toilet - paper - rolls - roll | 1382 | 54_toilet paper_toilet_paper_rolls |
| 55 | sponge - sponges - scrub - apart - scrubber | 1377 | 55_sponge_sponges_scrub_apart |
| 56 | rolls - roll - double - tp - mega | 1371 | 56_rolls_roll_double_tp |
| 57 | glasses - pair - broke - break - frame | 1361 | 57_glasses_pair_broke_break |
| 58 | dissolve - doesnt dissolve - mix - clumps - dissolves | 1320 | 58_dissolve_doesnt dissolve_mix_clumps |
| 59 | hair - dog - dog hair - pet hair - pet | 1275 | 59_hair_dog_dog hair_pet hair |
| 60 | cups - cup - cracked - separate - flimsy | 1275 | 60_cups_cup_cracked_separate |
| 61 | shoes - shoe - heel - heels - adhesive | 1269 | 61_shoes_shoe_heel_heels |
| 62 | accurate - readings - inaccurate - reading - accuracy | 1257 | 62_accurate_readings_inaccurate_reading |
| 63 | headaches - headache - migraine - migraines - gave headache | 1247 | 63_headaches_headache_migraine_migraines |
| 64 | kids - eat - daughter - taste - kid | 1242 | 64_kids_eat_daughter_taste |
| 65 | lids - lid - lids dont - stay closed - lid doesnt | 1236 | 65_lids_lid_lids dont_stay closed |
| 66 | wipes - wipe - dry - moist - dude | 1234 | 66_wipes_wipe_dry_moist |
| 67 | thinner - thicker - thickness - thinner expected - expected | 1233 | 67_thinner_thicker_thickness_thinner expected |
| 68 | quality - poor quality - quality good - poor - quality poor | 1227 | 68_quality_poor quality_quality good_poor |
| 69 | leaks - leak - leaking - leaked - started leaking | 1218 | 69_leaks_leak_leaking_leaked |
| 70 | rash - itchy - itching - itch - allergic | 1216 | 70_rash_itchy_itching_itch |
| 71 | color - colors - pink - purple - red | 1210 | 71_color_colors_pink_purple |
| 72 | bites - mosquito - bite - bug - bugs | 1208 | 72_bites_mosquito_bite_bug |
| 73 | scale - weight - batteries - lbs - changed batteries | 1173 | 73_scale_weight_batteries_lbs |
| 74 | forks - spoons - fork - knives - spoon | 1166 | 74_forks_spoons_fork_knives |
| 75 | paper - wrapping - wrapping paper - wrap - gifts | 1161 | 75_paper_wrapping_wrapping paper_wrap |
| 76 | vitamin - supplement - vitamins - supplements - multivitamin | 1148 | 76_vitamin_supplement_vitamins_supplements |
| 77 | water - water pressure - pressure - tank - water water | 1143 | 77_water_water pressure_pressure_tank |
| 78 | container - half - container half - half container - jar | 1137 | 78_container_half_container half_half container |
| 79 | remote - remotes - tv - batteries - remote control | 1122 | 79_remote_remotes_tv_batteries |
| 80 | capsules - capsule - bottle capsules - bottle - quality control | 1118 | 80_capsules_capsule_bottle capsules_bottle |
| 81 | money waste - waste money - waste - money dont - money | 1112 | 81_money waste_waste money_waste_money dont |
| 82 | eyes - eye - drops - contacts - vision | 1061 | 82_eyes_eye_drops_contacts |
| 83 | garbage - trash - garbage garbage - garbage dont - trash dont | 1044 | 83_garbage_trash_garbage garbage_garbage dont |
| 84 | scooter - walker - wheels - wheel - wheelchair | 1043 | 84_scooter_walker_wheels_wheel |
| 85 | china - usa - chinese - product china - english | 1040 | 85_china_usa_chinese_product china |
| 86 | bottle - finished bottle - finished - difference - bottles | 1034 | 86_bottle_finished bottle_finished_difference |
| 87 | scratcher - scratch - sharp - scratches - edges | 1023 | 87_scratcher_scratch_sharp_scratches |
| 88 | probiotics - probiotic - billion - gut - strains | 1019 | 88_probiotics_probiotic_billion_gut |
| 89 | pack - pack received - received pack - count - packs | 1004 | 89_pack_pack received_received pack_count |
| 90 | delivery - shipping - delivered - order - wrong item | 962 | 90_delivery_shipping_delivered_order |
| 91 | junk - junk junk - piece junk - junk dont - money junk | 960 | 91_junk_junk junk_piece junk_junk dont |
| 92 | cuff - blood pressure - bp - monitor - blood | 955 | 92_cuff_blood pressure_bp_monitor |
| 93 | magnification - magnifier - magnifying - magnifying glass - glass | 943 | 93_magnification_magnifier_magnifying_magnifying glass |
| 94 | melted - arrived melted - completely melted - came melted - product melted | 938 | 94_melted_arrived melted_completely melted_came melted |
| 95 | lavender - like lavender - lavender scent - lavender oil - smell like | 932 | 95_lavender_like lavender_lavender scent_lavender oil |
| 96 | stones - stone - crystals - crystal - quartz | 928 | 96_stones_stone_crystals_crystal |
| 97 | video - videos - working - turn - damaged | 927 | 97_video_videos_working_turn |
| 98 | nose - nose piece - bridge - wire - nose bridge | 925 | 98_nose_nose piece_bridge_wire |
| 99 | tablets - pills - tablet - broken - stuck | 906 | 99_tablets_pills_tablet_broken |
| 100 | handle - handles - handle broke - handle short - handle came | 887 | 100_handle_handles_handle broke_handle short |
| 101 | batteries - packaging - package - battery - batteries package | 870 | 101_batteries_packaging_package_battery |
| 102 | pill - pills - cutter - crush - cut | 858 | 102_pill_pills_cutter_crush |
| 103 | batteries - batteries dont - dont long - brand batteries - batteries long | 856 | 103_batteries_batteries dont_dont long_brand batteries |
| 104 | leaked - leaking - bottles - scents - bottle | 847 | 104_leaked_leaking_bottles_scents |
| 105 | static - dryer - balls - dryer balls - dryer sheets | 845 | 105_static_dryer_balls_dryer balls |
| 106 | tape - kt - stick - tapes - doesnt stick | 838 | 106_tape_kt_stick_tapes |
| 107 | glasses - face - head - fit - nose | 833 | 107_glasses_face_head_fit |
| 108 | gun - massage gun - massage - massager - charge | 830 | 108_gun_massage gun_massage_massager |
| 109 | floss - teeth - picks - dental - breaks | 826 | 109_floss_teeth_picks_dental |
| 110 | leaked - bottles - bottle leaked - leaking - bottle | 822 | 110_leaked_bottles_bottle leaked_leaking |
| 111 | grease - stove - oven - pans - cast iron | 816 | 111_grease_stove_oven_pans |
| 112 | apart - fell apart - fall apart - falls apart - fell | 803 | 112_apart_fell apart_fall apart_falls apart |
| 113 | stick - dont stick - doesnt stick - stick dont - didnt stick | 799 | 113_stick_dont stick_doesnt stick_stick dont |
| 114 | difference - notice difference - difference didnt - notice - didnt notice | 785 | 114_difference_notice difference_difference didnt_notice |
| 115 | wrist - thumb - wrists - tunnel - brace | 782 | 115_wrist_thumb_wrists_tunnel |
| 116 | solar - lights - batteries - flashlight - led | 781 | 116_solar_lights_batteries_flashlight |
| 117 | microwave - heat - heating - caught - burnt | 779 | 117_microwave_heat_heating_caught |
| 118 | clean - doesnt clean - didnt clean - cleaning - cleaner | 769 | 118_clean_doesnt clean_didnt clean_cleaning |
| 119 | feet - feet hurt - hurt - hurt feet - foot | 765 | 119_feet_feet hurt_hurt_hurt feet |
| 120 | adult - child - adults - year old - kids | 764 | 120_adult_child_adults_year old |
| 121 | mg - capsules - serving - capsule - label | 761 | 121_mg_capsules_serving_capsule |
| 122 | fog - glasses - anti - foggy - mask | 752 | 122_fog_glasses_anti_foggy |
| 123 | stains - stain - remove stains - remove - stain remover | 749 | 123_stains_stain_remove stains_remove |
| 124 | pillow - wedge - pillows - foam - firm | 740 | 124_pillow_wedge_pillows_foam |
| 125 | swallow - hard swallow - swallowing - pills - throat | 722 | 125_swallow_hard swallow_swallowing_pills |
| 126 | star - stars taste - taste - stars - tastes | 722 | 126_star_stars taste_taste_stars |
| 127 | velcro - straps - velcro straps - undone - hold | 717 | 127_velcro_straps_velcro straps_undone |
| 128 | duster - dust - dusting - ceiling - fans | 696 | 128_duster_dust_dusting_ceiling |
| 129 | plastic - cheap plastic - cheap - plastic cheap - plastic plastic | 694 | 129_plastic_cheap plastic_cheap_plastic cheap |
| 130 | mold - moldy - mildew - black mold - shower | 690 | 130_mold_moldy_mildew_black mold |
| 131 | adhesive - adhesion - adhere - adhesive doesnt - stick | 689 | 131_adhesive_adhesion_adhere_adhesive doesnt |
| 132 | chalky - chalk - like chalk - chalky texture - taste | 689 | 132_chalky_chalk_like chalk_chalky texture |
| 133 | diffuser - oils - oil - scent - drops | 689 | 133_diffuser_oils_oil_scent |
| 134 | cup - menstrual - diva - cups - stem | 681 | 134_cup_menstrual_diva_cups |
| 135 | picture - pictured - like picture - photo - pictures | 678 | 135_picture_pictured_like picture_photo |
| 136 | sweet - sweetener - artificial - way sweet - artificial sweetener | 675 | 136_sweet_sweetener_artificial_way sweet |
| 137 | toilet - bowl - toilet bowl - toilets - tank | 673 | 137_toilet_bowl_toilet bowl_toilets |
| 138 | appetite - weight - weight loss - loss - gained | 664 | 138_appetite_weight_weight loss_loss |
| 139 | teeth - whitening - whiten - whiter - white | 661 | 139_teeth_whitening_whiten_whiter |
| 140 | work didnt - help didnt - didnt work - didnt help - work work | 655 | 140_work didnt_help didnt_didnt work_didnt help |
| 141 | blue light - blue - blocking - light - block | 654 | 141_blue light_blue_blocking_light |
| 142 | shoe - feet - narrow - wide - size | 651 | 142_shoe_feet_narrow_wide |
| 143 | flimsy - flimsy flimsy - cheap flimsy - flimsy cheap - flimsy dont | 651 | 143_flimsy_flimsy flimsy_cheap flimsy_flimsy cheap |
| 144 | blurry - vision - magnification - lenses - glasses | 649 | 144_blurry_vision_magnification_lenses |
| 145 | cushion - seat - chair - sit - cushions | 649 | 145_cushion_seat_chair_sit |
| 146 | feet - massage - massager - foot - rollers | 635 | 146_feet_massage_massager_foot |
| 147 | lids - cups - lids dont - lid - cup | 629 | 147_lids_cups_lids dont_lid |
| 148 | allergic - hives - allergic reaction - reaction - allergy | 627 | 148_allergic_hives_allergic reaction_reaction |
| 149 | fit - didnt fit - fit fit - fit didnt - doesnt fit | 626 | 149_fit_didnt fit_fit fit_fit didnt |
| 150 | joint - joint pain - joints - arthritis - pain | 624 | 150_joint_joint pain_joints_arthritis |
| 151 | star - stars smell - stars - smell - smells | 622 | 151_star_stars smell_stars_smell |
| 152 | strength - weak - strong - strong strong - weak weak | 607 | 152_strength_weak_strong_strong strong |
| 153 | bows - bow - ribbon - string - assemble | 607 | 153_bows_bow_ribbon_string |
| 154 | refund - policy - return policy - return - returnable | 599 | 154_refund_policy_return policy_return |
| 155 | strap - straps - buckle - broke - velcro | 598 | 155_strap_straps_buckle_broke |
| 156 | ripped - rips - rip - rip easily - rips easily | 596 | 156_ripped_rips_rip_rip easily |
| 157 | break - break easily - breaks - breaks easily - easily | 593 | 157_break_break easily_breaks_breaks easily |
| 158 | doesnt work - didnt work - work waste - work dont - work | 588 | 158_doesnt work_didnt work_work waste_work dont |
| 159 | dropper - drops - drop - bottle - droppers | 586 | 159_dropper_drops_drop_bottle |
| 160 | nails - hair - hair nails - hair skin - nail | 576 | 160_nails_hair_hair nails_hair skin |
| 161 | support - supportive - provide support - good support - support needed | 575 | 161_support_supportive_provide support_good support |
| 162 | tear - tear easily - tears - tears easily - easily | 566 | 162_tear_tear easily_tears_tears easily |
| 163 | sinus - nasal - sinuses - congestion - nose | 565 | 163_sinus_nasal_sinuses_congestion |
| 164 | easy use - hard use - use easy - use hard - easy | 563 | 164_easy use_hard use_use easy_use hard |
| 165 | results - seen results - waiting results - results didnt - zero results | 563 | 165_results_seen results_waiting results_results didnt |
| 166 | tissues - tissue - kleenex - ply - boxes | 557 | 166_tissues_tissue_kleenex_ply |
| 167 | neck - neck pain - pain - relieve - pain neck | 555 | 167_neck_neck pain_pain_relieve |
| 168 | frames - frame - broke - break - small frame | 553 | 168_frames_frame_broke_break |
| 169 | suction - suction cup - suction power - cupping - cups | 551 | 169_suction_suction cup_suction power_cupping |
| 170 | toothpaste - teeth - fluoride - mint - paste | 550 | 170_toothpaste_teeth_fluoride_mint |
| 171 | boxes - box - gift - flimsy - sturdy | 550 | 171_boxes_box_gift_flimsy |
| 172 | face - enraged face - enraged - face symbols - symbols mouth | 539 | 172_face_enraged face_enraged_face symbols |
| 173 | cane - walking - tip - handle - base | 533 | 173_cane_walking_tip_handle |
| 174 | runs - runs small - run small - run - small | 532 | 174_runs_runs small_run small_run |
| 175 | mist - humidifier - humidity - stopped - stopped working | 532 | 175_mist_humidifier_humidity_stopped |
| 176 | dead - batteries dead - dead batteries - dead arrival - batteries | 531 | 176_dead_batteries dead_dead batteries_dead arrival |
| 177 | cameras - camera - blink - trail - batteries | 530 | 177_cameras_camera_blink_trail |
| 178 | pods - dissolve - clothes - pod - dont dissolve | 523 | 178_pods_dissolve_clothes_pod |
| 179 | stars - star - knee - shoes - socks | 523 | 179_stars_star_knee_shoes |
| 180 | neck - heat - heating - heating pad - pad | 523 | 180_neck_heat_heating_heating pad |
| 181 | instructions - directions - instructions instructions - instructions use - instruction | 517 | 181_instructions_directions_instructions instructions_instructions use |
| 182 | mice - mouse - traps - deter - peppermint | 514 | 182_mice_mouse_traps_deter |
| 183 | acne - breakout - breakouts - biotin - skin | 513 | 183_acne_breakout_breakouts_biotin |
| 184 | bags - smell - odor - bag - chemical smell | 510 | 184_bags_smell_odor_bag |
| 185 | seal - safety - safety seal - seal broken - bottle | 504 | 185_seal_safety_safety seal_seal broken |
| 186 | stevia - sweet - sweetener - sweetened - sweeteners | 503 | 186_stevia_sweet_sweetener_sweetened |
| 187 | cloths - rags - microfiber - cloth - dish | 498 | 187_cloths_rags_microfiber_cloth |
| 188 | squeegee - blade - shower - rubber - glass | 497 | 188_squeegee_blade_shower_rubber |
| 189 | dry - dried - moist - completely dried - moisture | 492 | 189_dry_dried_moist_completely dried |
| 190 | napkins - napkin - dinner - cocktail - vanity | 492 | 190_napkins_napkin_dinner_cocktail |
| 191 | soft - soft soft - rough - softer - softness | 490 | 191_soft_soft soft_rough_softer |
| 192 | useless - useless useless - money useless - useless didnt - useless doesnt | 486 | 192_useless_useless useless_money useless_useless didnt |
| 193 | work good - good work - works ok - ok works - good works | 485 | 193_work good_good work_works ok_ok works |
| 194 | price stars - stars - stars good - brand stars - product stars | 479 | 194_price stars_stars_stars good_brand stars |
| 195 | button - buttons - power button - power - onoff button | 475 | 195_button_buttons_power button_power |
| 196 | scam - scam dont - buy scam - scam product - money scam | 474 | 196_scam_scam dont_buy scam_scam product |
| 197 | stars - star - stains - stars doesnt - star doesnt | 473 | 197_stars_star_stains_stars doesnt |
| 198 | pair - pair broke - pairs - broke - second pair | 470 | 198_pair_pair broke_pairs_broke |
| 199 | absorbent - absorb - absorbency - absorption - dont absorb | 470 | 199_absorbent_absorb_absorbency_absorption |
| 200 | stars - work stars - stars good - good stars - stars work | 469 | 200_stars_work stars_stars good_good stars |
| 201 | pulse - oximeter - oxygen - readings - ox | 467 | 201_pulse_oximeter_oxygen_readings |
| 202 | keto - keto diet - diet - carbs - strips | 466 | 202_keto_keto diet_diet_carbs |
| 203 | gel - syringe - gels - gel pack - gel packs | 465 | 203_gel_syringe_gels_gel pack |
| 204 | chain - necklace - chains - clasp - beautiful | 460 | 204_chain_necklace_chains_clasp |
| 205 | adapter - cord - plug - power cord - power | 458 | 205_adapter_cord_plug_power cord |
| 206 | bags - bag - medium - smaller - size | 456 | 206_bags_bag_medium_smaller |
| 207 | hands - small hands - fingers - finger - hand | 456 | 207_hands_small hands_fingers_finger |
| 208 | review - reviews - write - fake reviews - fake | 446 | 208_review_reviews_write_fake reviews |
| 209 | work returned - returned - work return - returned didnt - return work | 445 | 209_work returned_returned_work return_returned didnt |
| 210 | star - stars - fit - stars fit - star didnt | 444 | 210_star_stars_fit_stars fit |
| 211 | hair - growth - hair loss - loss - biotin | 441 | 211_hair_growth_hair loss_loss |
| 212 | shower - doors - hard water - glass - water stains | 440 | 212_shower_doors_hard water_glass |
| 213 | damaged - arrived damaged - damaged product - came damaged - damage | 438 | 213_damaged_arrived damaged_damaged product_came damaged |
| 214 | bandage - bandages - wound - adhesive - stick | 437 | 214_bandage_bandages_wound_adhesive |
| 215 | heartburn - reflux - acid reflux - acid - indigestion | 436 | 215_heartburn_reflux_acid reflux_acid |
| 216 | tube - tubes - squeeze - oz - paste | 434 | 216_tube_tubes_squeeze_oz |
| 217 | detergent - soap - leaked - laundry - laundry detergent | 434 | 217_detergent_soap_leaked_laundry |
| 218 | key - car - battery - batteries - lasted | 432 | 218_key_car_battery_batteries |
| 219 | smell - capsules - pills - odor - vitamins | 429 | 219_smell_capsules_pills_odor |
| 220 | slides - slips - slide - sliding - slip | 426 | 220_slides_slips_slide_sliding |
| 221 | burps - fish - fishy - burp - fish oil | 425 | 221_burps_fish_fishy_burp |
| 222 | flosser - water - reservoir - floss - water pressure | 419 | 222_flosser_water_reservoir_floss |
| 223 | turmeric - curcumin - pepper - tumeric - black pepper | 419 | 223_turmeric_curcumin_pepper_tumeric |
| 224 | formula - new formula - changed formula - changed - old formula | 417 | 224_formula_new formula_changed formula_changed |
| 225 | lint - linty - remover - catch - trap | 415 | 225_lint_linty_remover_catch |
| 226 | batteries - star - stars - battery - dead | 414 | 226_batteries_star_stars_battery |
| 227 | melatonin - mg - sleep - asleep - night | 414 | 227_melatonin_mg_sleep_asleep |
| 228 | bars - bar - protein - chocolate - quest | 413 | 228_bars_bar_protein_chocolate |
| 229 | floors - floor - hardwood - film - hardwood floors | 413 | 229_floors_floor_hardwood_film |
| 230 | lemon - lemongrass - citrus - like lemon - lemon scent | 409 | 230_lemon_lemongrass_citrus_like lemon |
| 231 | cups - leak - cup - coffee - leaks | 408 | 231_cups_leak_cup_coffee |
| 232 | ok ok - ok - ok second - right ok - said ok | 405 | 232_ok ok_ok_ok second_right ok |
| 233 | peppermint - peppermint oil - like peppermint - oil - peppermint scent | 404 | 233_peppermint_peppermint oil_like peppermint_oil |
| 234 | memory - brain - focus - cognitive - improvement | 401 | 234_memory_brain_focus_cognitive |
| 235 | scoop - servings - scoops - serving - container | 401 | 235_scoop_servings_scoops_serving |
| 236 | toothpaste - tube - tubes - squeeze - paste | 400 | 236_toothpaste_tube_tubes_squeeze |
| 237 | scratched - scratch - scratches - lenses - lens | 395 | 237_scratched_scratch_scratches_lenses |
| 238 | pump - pumps - pumping - air - defective | 392 | 238_pump_pumps_pumping_air |
| 239 | energy - difference energy - energy level - boost - energy levels | 390 | 239_energy_difference energy_energy level_boost |
| 240 | pods - pod - container - broken - busted | 387 | 240_pods_pod_container_broken |
| 241 | toilet - potty - seat - toilet seat - stool | 386 | 241_toilet_potty_seat_toilet seat |
| 242 | picture - pictures - smaller - smaller picture - bigger | 380 | 242_picture_pictures_smaller_smaller picture |
| 243 | magnets - magnet - magnetic - closure - closed | 380 | 243_magnets_magnet_magnetic_closure |
| 244 | smoke - detector - alarms - beeping - batteries | 380 | 244_smoke_detector_alarms_beeping |
| 245 | bars - melted - stale - bar - chocolate | 378 | 245_bars_melted_stale_bar |
| 246 | heat - massage - massager - heating - vibration | 375 | 246_heat_massage_massager_heating |
| 247 | expected - best - good expected - best best - expecting | 373 | 247_expected_best_good expected_best best |
| 248 | period - cycle - pcos - pregnant - periods | 372 | 248_period_cycle_pcos_pregnant |
| 249 | aa - battery - batteries - aa batteries - standard | 369 | 249_aa_battery_batteries_aa batteries |
| 250 | anxiety - depression - anxious - mood - panic | 369 | 250_anxiety_depression_anxious_mood |
| 251 | ants - spiders - sprayed - spider - kill | 369 | 251_ants_spiders_sprayed_spider |
| 252 | cramps - leg cramps - restless - leg - cramp | 367 | 252_cramps_leg cramps_restless_leg |
| 253 | stars taste - stars - stars flavor - taste - tastes | 367 | 253_stars taste_stars_stars flavor_taste |
| 254 | bleach - vinegar - like bleach - soda - baking soda | 367 | 254_bleach_vinegar_like bleach_soda |
| 255 | balls - ball - tennis - walker - slit | 366 | 255_balls_ball_tennis_walker |
| 256 | test - tests - strips - positive - meter | 365 | 256_test_tests_strips_positive |
| 257 | corroded - batteries - leaking - acid - corrosion | 362 | 257_corroded_batteries_leaking_acid |
| 258 | burns - burn - burned - burning - skin | 362 | 258_burns_burn_burned_burning |
| 259 | punch - fruit punch - flavor - lemonade - lemon | 361 | 259_punch_fruit punch_flavor_lemonade |
| 260 | ok stars - stars ok - ok - stars - crap crap | 357 | 260_ok stars_stars ok_ok_stars |
| 261 | boxes - received box - box - boxes received - received | 357 | 261_boxes_received box_box_boxes received |
| 262 | labels - letters - lettering - days week - printing | 356 | 262_labels_letters_lettering_days week |
| 263 | cough - throat - sore throat - sore - honey | 356 | 263_cough_throat_sore throat_sore |
| 264 | markers - marker - wood - furniture - colors | 354 | 264_markers_marker_wood_furniture |
| 265 | applicator - absorbency - organic - cotton - flow | 353 | 265_applicator_absorbency_organic_cotton |
| 266 | false - advertising - false advertising - advertisement - false advertisement | 353 | 266_false_advertising_false advertising_advertisement |
| 267 | bowls - bowl - soup - cracked - cereal | 351 | 267_bowls_bowl_soup_cracked |
| 268 | blood pressure - blood - pressure - bp - high blood | 350 | 268_blood pressure_blood_pressure_bp |
| 269 | lens - lenses - frame - popped - lense | 349 | 269_lens_lenses_frame_popped |
| 270 | headache - migraine - gave headache - gives headache - migraines | 346 | 270_headache_migraine_gave headache_gives headache |
| 271 | disappointed disappointed - disappointed - satisfied - disappointed doesnt - disappointed didnt | 344 | 271_disappointed disappointed_disappointed_satisfied_disappointed doesnt |
| 272 | screws - screw - screwdriver - screw driver - loose | 342 | 272_screws_screw_screwdriver_screw driver |
| 273 | roller - rollers - roll - handle - ball | 341 | 273_roller_rollers_roll_handle |
| 274 | rust - rusted - rusty - sink - stainless | 339 | 274_rust_rusted_rusty_sink |
| 275 | blood sugar - sugar - blood - glucose - diabetes | 339 | 275_blood sugar_sugar_blood_glucose |
| 276 | septic - toilet - clogged - flushable - clog | 339 | 276_septic_toilet_clogged_flushable |
| 277 | windows - streaks - window - clean - cleaner | 338 | 277_windows_streaks_window_clean |
| 278 | melted - gummies - arrived melted - completely melted - gummy | 337 | 278_melted_gummies_arrived melted_completely melted |
| 279 | work work - work - work doesnt - work didnt - doesnt work | 336 | 279_work work_work_work doesnt_work didnt |
| 280 | skin tone - tone - thumbs - tone thumbs - light skin | 328 | 280_skin tone_tone_thumbs_tone thumbs |
| 281 | pressure - air - hold air - apply pressure - air pressure | 326 | 281_pressure_air_hold air_apply pressure |
| 282 | neuropathy - nerve - feet - numbness - pain | 323 | 282_neuropathy_nerve_feet_numbness |
| 283 | stars - stars smell - smell - stars love - smells | 323 | 283_stars_stars smell_smell_stars love |
| 284 | clorox - wand - fall apart - toilet - apart | 318 | 284_clorox_wand_fall apart_toilet |
| 285 | bottle broken - broken bottle - broken - bottle - bottles | 318 | 285_bottle broken_broken bottle_broken_bottle |
| 286 | arrived broken - broken - broken arrived - broken broken - arrived | 314 | 286_arrived broken_broken_broken arrived_broken broken |
| 287 | stars - loud - noise - sound - star | 311 | 287_stars_loud_noise_sound |
| 288 | sturdy - sturdy sturdy - use sturdy - sturdy didnt - product sturdy | 311 | 288_sturdy_sturdy sturdy_use sturdy_sturdy didnt |
| 289 | compression - compressed - compress - stocking - provide | 309 | 289_compression_compressed_compress_stocking |
| 290 | pine - cedar - like pine - smell like - smells like | 304 | 290_pine_cedar_like pine_smell like |
| 291 | glare - reflection - anti - reflective - distracting | 304 | 291_glare_reflection_anti_reflective |
| 292 | grabber - pick - grab - grip - picking | 303 | 292_grabber_pick_grab_grip |
| 293 | fake - fake product - knock - product fake - counterfeit | 303 | 293_fake_fake product_knock_product fake |
| 294 | rancid - rancid smell - smells rancid - oil - smelled | 303 | 294_rancid_rancid smell_smells rancid_oil |
| 295 | drawstring - tie - bags - bag - draw | 302 | 295_drawstring_tie_bags_bag |
| 296 | bulky - big bulky - bulky heavy - way bulky - heavy bulky | 298 | 296_bulky_big bulky_bulky heavy_way bulky |
| 297 | gloves - medium - glove - hands - large | 297 | 297_gloves_medium_glove_hands |
| 298 | suction - shower - tile - wall - tiles | 296 | 298_suction_shower_tile_wall |
| 299 | gritty - grainy - sand - grit - texture | 294 | 299_gritty_grainy_sand_grit |
| 300 | difference - month - notice difference - notice - taking month | 293 | 300_difference_month_notice difference_notice |
| 301 | sticky - sticky sticky - super sticky - sticky like - stick | 293 | 301_sticky_sticky sticky_super sticky_sticky like |
| 302 | stretch - stretched - stretchy - stretches - elasticity | 292 | 302_stretch_stretched_stretchy_stretches |
| 303 | worthless - worthless worthless - money worthless - worthless didnt - worthless dont | 288 | 303_worthless_worthless worthless_money worthless_worthless didnt |
| 304 | hinge - hinges - hinge broke - broke - spring | 286 | 304_hinge_hinges_hinge broke_broke |
| 305 | pole - poles - extended - extension - extend | 285 | 305_pole_poles_extended_extension |
| 306 | falls - fall - falling - falls easily - kept falling | 285 | 306_falls_fall_falling_falls easily |
| 307 | worth worth - worth - worth doesnt - money worth - worth didnt | 285 | 307_worth worth_worth_worth doesnt_money worth |
| 308 | stay place - stay - doesnt stay - place - stay doesnt | 285 | 308_stay place_stay_doesnt stay_place |
| 309 | jaw - mouth - husband - sleep - stop | 284 | 309_jaw_mouth_husband_sleep |
| 310 | candles - candle - charge - wick - hold charge | 282 | 310_candles_candle_charge_wick |
| 311 | work didnt - didnt work - didnt - work - work work | 280 | 311_work didnt_didnt work_didnt_work |
| 312 | holes - hole - got hole - small hole - hole small | 279 | 312_holes_hole_got hole_small hole |
| 313 | damaged - box - broken box - box damaged - smashed | 276 | 313_damaged_box_broken box_box damaged |
| 314 | opened - came open - open - product opened - arrived open | 274 | 314_opened_came open_open_product opened |
| 315 | effective - ineffective - effective effective - effective product - effectiveness | 271 | 315_effective_ineffective_effective effective_effective product |
| 316 | ankle - support - brace - foot - ankles | 267 | 316_ankle_support_brace_foot |
| 317 | relief - relief didnt - didnt relief - provide relief - little relief | 266 | 317_relief_relief didnt_didnt relief_provide relief |
| 318 | thumbs - thumbs thumbs - thumbs dont - enraged face - enraged | 266 | 318_thumbs_thumbs thumbs_thumbs dont_enraged face |
| 319 | eucalyptus - oil - smell like - smells like - smell | 265 | 319_eucalyptus_oil_smell like_smells like |
| 320 | fan - fan product - wasnt fan - fans - im fan | 264 | 320_fan_fan product_wasnt fan_fans |
| 321 | collagen - collagen powder - coffee - peptides - collagen peptides | 263 | 321_collagen_collagen powder_coffee_peptides |
| 322 | mint - mint flavor - minty - cinnamon - flavor | 262 | 322_mint_mint flavor_minty_cinnamon |
| 323 | zipper - zip - broke - cover - broke use | 261 | 323_zipper_zip_broke_cover |
| 324 | posture - corrector - shoulders - correction - correct | 260 | 324_posture_corrector_shoulders_correction |
| 325 | case - cases - case broke - nice case - case broken | 259 | 325_case_cases_case broke_nice case |
| 326 | vanilla - like vanilla - coconut - like coconut - smell like | 259 | 326_vanilla_like vanilla_coconut_like coconut |
| 327 | blue light - blue - block - blocking - light | 257 | 327_blue light_blue_block_blocking |
| 328 | armpits - armpit - arms - uncomfortable - pits | 255 | 328_armpits_armpit_arms_uncomfortable |
| 329 | bracelet - medical - alert - wrist - clasp | 253 | 329_bracelet_medical_alert_wrist |
| 330 | leaked - leaking - leaked box - box - product leaked | 253 | 330_leaked_leaking_leaked box_box |
| 331 | clumpy - clumped - clumps - powder - moisture | 252 | 331_clumpy_clumped_clumps_powder |
| 332 | urine - carpet - pee - cat - dog | 251 | 332_urine_carpet_pee_cat |
| 333 | streaks - leaves streaks - streak - leaves - streaky | 247 | 333_streaks_leaves streaks_streak_leaves |
| 334 | work taste - taste - didnt work - tastes - work didnt | 244 | 334_work taste_taste_didnt work_tastes |
| 335 | cap - caps - broken - cap doesnt - arrived | 243 | 335_cap_caps_broken_cap doesnt |
| 336 | gift - christmas gift - bought gift - christmas - purchased gift | 242 | 336_gift_christmas gift_bought gift_christmas |
| 337 | hard open - open - open hard - difficult open - hard | 242 | 337_hard open_open_open hard_difficult open |
| 338 | cracked - crack - cracks - came cracked - arrived cracked | 242 | 338_cracked_crack_cracks_came cracked |
| 339 | compartments - open - hard open - compartment - stay closed | 242 | 339_compartments_open_hard open_compartment |
| 340 | smell taste - taste smell - taste - smell - smells | 241 | 340_smell taste_taste smell_taste_smell |
| 341 | sheets - sheet - tear - use sheets - sheets dont | 240 | 341_sheets_sheet_tear_use sheets |
| 342 | nose pads - pads - nose - glasses - adhesive | 239 | 342_nose pads_pads_nose_glasses |
| 343 | doesnt long - longevity - lasting - long lasting - long | 239 | 343_doesnt long_longevity_lasting_long lasting |
| 344 | oil - oils - lavender - star - stars | 239 | 344_oil_oils_lavender_star |
| 345 | stars - glasses - star - lenses - lens | 236 | 345_stars_glasses_star_lenses |
| 346 | blade - cut - blades - cuts - cutter | 236 | 346_blade_cut_blades_cuts |
| 347 | shelf life - shelf - date - expiration - expiration date | 236 | 347_shelf life_shelf_date_expiration |
| 348 | shoes - odor - feet - stinky - stink | 234 | 348_shoes_odor_feet_stinky |
| 349 | patches - patch - stick - stick skin - backing | 233 | 349_patches_patch_stick_stick skin |
| 350 | vibration - vibrates - vibrator - vibrate - vibrations | 233 | 350_vibration_vibrates_vibrator_vibrate |
| 351 | sleep - asleep - help sleep - melatonin - fall asleep | 233 | 351_sleep_asleep_help sleep_melatonin |
| 352 | screws - screw - glasses - kit - repair | 231 | 352_screws_screw_glasses_kit |
| 353 | waist money - waist - dont waist - money dont - money | 230 | 353_waist money_waist_dont waist_money dont |
| 354 | bandaids - bandaid - stick - dont stick - stick skin | 229 | 354_bandaids_bandaid_stick_dont stick |
| 355 | tea tree - tree oil - tree - tea - oil | 229 | 355_tea tree_tree oil_tree_tea |
| 356 | tall - adjust - adjustable - height - hard adjust | 227 | 356_tall_adjust_adjustable_height |
| 357 | sugar - added sugar - sugar free - added - ingredient | 224 | 357_sugar_added sugar_sugar free_added |
| 358 | foil - heavy duty - aluminum foil - duty - aluminum | 223 | 358_foil_heavy duty_aluminum foil_duty |
| 359 | pain - lower pain - lower - relief - pain relief | 222 | 359_pain_lower pain_lower_relief |
| 360 | pills - stars - star - swallow - pill | 222 | 360_pills_stars_star_swallow |
| 361 | foam - foaming - foam like - foamy - piece foam | 222 | 361_foam_foaming_foam like_foamy |
| 362 | cinnamon - clove - like cinnamon - chamomile - cloves | 220 | 362_cinnamon_clove_like cinnamon_chamomile |
| 363 | numb - numbing - cream - applied - appointment | 220 | 363_numb_numbing_cream_applied |
| 364 | ties - strings - string - tie - twist | 218 | 364_ties_strings_string_tie |
| 365 | vent - dryer - vacuum - duct - rods | 217 | 365_vent_dryer_vacuum_duct |
| 366 | numb - numbing - numbness - cream - waited | 216 | 366_numb_numbing_numbness_cream |
| 367 | aftertaste - bad aftertaste - terrible aftertaste - bitter aftertaste - horrible aftertaste | 213 | 367_aftertaste_bad aftertaste_terrible aftertaste_bitter aftertaste |
| 368 | difference - star didnt - stars didnt - star - notice | 213 | 368_difference_star didnt_stars didnt_star |
| 369 | heavy - heavy heavy - heavier - way heavy - use heavy | 213 | 369_heavy_heavy heavy_heavier_way heavy |
| 370 | arm - arms - elbow - forearm - bicep | 213 | 370_arm_arms_elbow_forearm |
| 371 | pills - taking pills - pills day - pill - took pills | 212 | 371_pills_taking pills_pills day_pill |
| 372 | small small - small - small bigger - bigger small - ng | 212 | 372_small small_small_small bigger_bigger small |
| 373 | lint - roller - rollers - sticky - sheets | 210 | 373_lint_roller_rollers_sticky |
| 374 | table - tilt - height - laptop - bed | 209 | 374_table_tilt_height_laptop |
| 375 | stars comfortable - star - stars - uncomfortable - comfortable | 209 | 375_stars comfortable_star_stars_uncomfortable |
| 376 | ribbon - tags - bows - satin - curling | 208 | 376_ribbon_tags_bows_satin |
| 377 | contacts - tweezers - contact - suction - eye | 208 | 377_contacts_tweezers_contact_suction |
| 378 | shocks - shock - shocked - shocking - electric | 206 | 378_shocks_shock_shocked_shocking |
| 379 | gelatin - vegan - vegetarian - bovine - animal | 206 | 379_gelatin_vegan_vegetarian_bovine |
| 380 | allergies - allergy - generic - symptoms - sneezing | 205 | 380_allergies_allergy_generic_symptoms |
| 381 | stitching - sewn - sewing - stitched - stitch | 204 | 381_stitching_sewn_sewing_stitched |
| 382 | dye - bleeds - bleed - sheets - pillow | 204 | 382_dye_bleeds_bleed_sheets |
| 383 | clip - clips - broke - cuffs - plastic | 203 | 383_clip_clips_broke_cuffs |
| 384 | strips - strip - command - express - missing | 199 | 384_strips_strip_command_express |
| 385 | stomach - star - star gave - stars - upset | 198 | 385_stomach_star_star gave_stars |
| 386 | bad product - product bad - horrible product - product horrible - terrible product | 198 | 386_bad product_product bad_horrible product_product horrible |
| 387 | hot - cups - cup - coffee - beverages | 196 | 387_hot_cups_cup_coffee |
| 388 | heart - chest - heart rate - heart attack - attack | 193 | 388_heart_chest_heart rate_heart attack |
| 389 | bags - star - stars - bag - trash bags | 193 | 389_bags_star_stars_bag |
| 390 | bend - bends - bent - bends easily - bendable | 192 | 390_bend_bends_bent_bends easily |
| 391 | refills - refill - refilling - cross - pack | 190 | 391_refills_refill_refilling_cross |
| 392 | pair - pairs - received pair - pair received - pair pair | 189 | 392_pair_pairs_received pair_pair received |
| 393 | placebo - placebo effect - effect - difference - taking | 188 | 393_placebo_placebo effect_effect_difference |
| 394 | ingredients - lab - certification - ingredients listed - label | 187 | 394_ingredients_lab_certification_ingredients listed |
| 395 | melted - vitamins - blob - completely melted - arrived melted | 187 | 395_melted_vitamins_blob_completely melted |
| 396 | rattling - rattle - rattles - noise - loud | 186 | 396_rattling_rattle_rattles_noise |
| 397 | smell like - smells like - sandal - perfume - smells | 185 | 397_smell like_smells like_sandal_perfume |
| 398 | sensors - sensor - alarm - battery - low battery | 185 | 398_sensors_sensor_alarm_battery |
| 399 | plantar - fasciitis - plantar fasciitis - heel - foot | 184 | 399_plantar_fasciitis_plantar fasciitis_heel |
| 400 | hype - believe hype - worth hype - live hype - dont believe | 184 | 400_hype_believe hype_worth hype_live hype |
| 401 | lotion - applicator - rub - apply - skin | 184 | 401_lotion_applicator_rub_apply |
| 402 | cheap material - material - material cheap - cheap - like material | 183 | 402_cheap material_material_material cheap_cheap |
| 403 | hazard - caught - sparks - plugged - burned | 183 | 403_hazard_caught_sparks_plugged |
| 404 | tight tight - tight - way tight - tight wear - tight like | 182 | 404_tight tight_tight_way tight_tight wear |
| 405 | leaks - star - leaked - leak - stars | 181 | 405_leaks_star_leaked_leak |
| 406 | dishes - slippery - gloves - grip - washing dishes | 180 | 406_dishes_slippery_gloves_grip |
| 407 | gauze - ply - wound - pads - woven | 180 | 407_gauze_ply_wound_pads |
| 408 | bags - missing - bag - received - received bag | 179 | 408_bags_missing_bag_received |
| 409 | benefit - benefits - benefit product - benefits product - notice benefit | 179 | 409_benefit_benefits_benefit product_benefits product |
| 410 | cancel - subscription - cancel order - cancel subscription - subscribe | 178 | 410_cancel_subscription_cancel order_cancel subscription |
| 411 | gloves - dishes - glove - washing dishes - hands | 178 | 411_gloves_dishes_glove_washing dishes |
| 412 | watered - watery - diluted - concentrated - concentrate | 177 | 412_watered_watery_diluted_concentrated |
| 413 | stale - fresh - old - tasted - date | 177 | 413_stale_fresh_old_tasted |
| 414 | cancer - reproductive - warning - titanium - harm | 177 | 414_cancer_reproductive_warning_titanium |
| 415 | scrub - scrubber - scrubbers - scrubbing - daddy | 176 | 415_scrub_scrubber_scrubbers_scrubbing |
| 416 | fish - fishy - fishy smell - like fish - smell | 176 | 416_fish_fishy_fishy smell_like fish |
| 417 | durable - durable good - good durable - durable dont - durable great | 176 | 417_durable_durable good_good durable_durable dont |
| 418 | rolls - roll - stars - star - stars small | 176 | 418_rolls_roll_stars_star |
| 419 | yellow - yellow tint - tint - lenses - lens | 175 | 419_yellow_yellow tint_tint_lenses |
| 420 | cholesterol - lower - help lower - blood test - numbers | 175 | 420_cholesterol_lower_help lower_blood test |
| 421 | port - charger - charging port - charging - usb | 175 | 421_port_charger_charging port_charging |
| 422 | leak - leaks - bags - bag - leaked | 174 | 422_leak_leaks_bags_bag |
| 423 | lock - door - key - locked - unlock | 174 | 423_lock_door_key_locked |
| 424 | band - bands - fitbit - versa - broke | 173 | 424_band_bands_fitbit_versa |
| 425 | wax - melt - waxed - hottest - dishwasher | 173 | 425_wax_melt_waxed_hottest |
| 426 | effect - zero effect - impact - noticeable effect - zero | 171 | 426_effect_zero effect_impact_noticeable effect |
| 427 | squeak - squeaky - squeaks - squeaking - insoles | 171 | 427_squeak_squeaky_squeaks_squeaking |
| 428 | shower - scrubber - cleaning - brush - scrub | 170 | 428_shower_scrubber_cleaning_brush |
| 429 | tips - tip - tip broke - rubber - base | 169 | 429_tips_tip_tip broke_rubber |
| 430 | residue - leaves - leaves residue - sticky residue - white residue | 169 | 430_residue_leaves_leaves residue_sticky residue |
| 431 | hair - long hair - scalp - tangled - hair gets | 168 | 431_hair_long hair_scalp_tangled |
| 432 | dislike - hate - hated - dislike didnt - disliked | 168 | 432_dislike_hate_hated_dislike didnt |
| 433 | sweater - snags - sweaters - snagged - snag | 168 | 433_sweater_snags_sweaters_snagged |
| 434 | collagen - collagen powder - types - joints - supplement | 168 | 434_collagen_collagen powder_types_joints |
| 435 | strips - teeth - crest - whitening - whiten | 168 | 435_strips_teeth_crest_whitening |
| 436 | batteries work - work batteries - batteries - batteries didnt - batteries worked | 166 | 436_batteries work_work batteries_batteries_batteries didnt |
| 437 | screen - wipes - laptop - screens - wipe | 166 | 437_screen_wipes_laptop_screens |
| 438 | shoulder - shoulder pain - shoulders - pain - hurts | 166 | 438_shoulder_shoulder pain_shoulders_pain |
| 439 | free bottle - free - bottle - offer - free product | 165 | 439_free bottle_free_bottle_offer |
| 440 | adhesive - tape - skin - allergic - sensitive skin | 165 | 440_adhesive_tape_skin_allergic |
| 441 | feet - warm - warmer - heat - cold | 165 | 441_feet_warm_warmer_heat |
| 442 | dirty - arrived dirty - used dirty - came dirty - scuff | 164 | 442_dirty_arrived dirty_used dirty_came dirty |
| 443 | elbow - tennis - elbows - arm - brace | 164 | 443_elbow_tennis_elbows_arm |
| 444 | stiff - flexible - way stiff - stiffer - bit stiff | 164 | 444_stiff_flexible_way stiff_stiffer |
| 445 | gums - burns - mouth - burned - sores | 164 | 445_gums_burns_mouth_burned |
| 446 | bags - bag - gift - gifts - clear | 163 | 446_bags_bag_gift_gifts |
| 447 | lead - warning - expose - warning label - cancer | 163 | 447_lead_warning_expose_warning label |
| 448 | wand - magic - fall apart - fall - fit | 163 | 448_wand_magic_fall apart_fall |
| 449 | compost - compostable - bin - bags - bag | 161 | 449_compost_compostable_bin_bags |
| 450 | mouse - keyboard - wireless - batteries - battery | 161 | 450_mouse_keyboard_wireless_batteries |
| 451 | dizzy - dizziness - felt - taking - spells | 160 | 451_dizzy_dizziness_felt_taking |
| 452 | kit - test - sample - results - family | 157 | 452_kit_test_sample_results |
| 453 | shave - sweater - fabric - sweaters - blades | 156 | 453_shave_sweater_fabric_sweaters |
| 454 | matches - strike - match - striking - lit | 156 | 454_matches_strike_match_striking |
| 455 | hair - collect - catch - removal - hair dont | 155 | 455_hair_collect_catch_removal |
| 456 | inflate - inflated - deflate - air - deflated | 155 | 456_inflate_inflated_deflate_air |
| 457 | tabs - tab - pull tab - closed - broken | 155 | 457_tabs_tab_pull tab_closed |
| 458 | travel - travel size - traveling - room - rooms | 155 | 458_travel_travel size_traveling_room |
| 459 | joke - joke dont - joke waste - product joke - absolute joke | 155 | 459_joke_joke dont_joke waste_product joke |
| 460 | gluten - gluten free - wheat - free - disease | 154 | 460_gluten_gluten free_wheat_free |
| 461 | whitening - whiten - capabilities - white - difference | 154 | 461_whitening_whiten_capabilities_white |
| 462 | alarm - beep - clock - beeps - beeping | 152 | 462_alarm_beep_clock_beeps |
| 463 | organic - usda - certified - certification - product organic | 151 | 463_organic_usda_certified_certification |
| 464 | magic - eraser - magic eraser - mr clean - mr | 151 | 464_magic_eraser_magic eraser_mr clean |
| 465 | waste waste - waste - waste dont - waste didnt - waste work | 150 | 465_waste waste_waste_waste dont_waste didnt |
| 466 | buy work - work dont - work buy - dont buy - buy didnt | 150 | 466_buy work_work dont_work buy_dont buy |
| 467 | block - noise - husbands - hear - plugs | 150 | 467_block_noise_husbands_hear |
| 468 | good good - good - good nice - nice good - yeah | 149 | 468_good good_good_good nice_nice good |
| 469 | salty - salt - salt water - sodium - sea | 149 | 469_salty_salt_salt water_sodium |
| 470 | plantar - fasciitis - plantar fasciitis - planter - help | 147 | 470_plantar_fasciitis_plantar fasciitis_planter |
| 471 | gummies - stuck - sticky - jar - clump | 146 | 471_gummies_stuck_sticky_jar |
| 472 | missing - missing parts - parts - missing pieces - parts missing | 146 | 472_missing_missing parts_parts_missing pieces |
| 473 | vitamins - vitamin - multivitamin - taste - tasting | 145 | 473_vitamins_vitamin_multivitamin_taste |
| 474 | teeth - stars - sensitive - star - whiten | 144 | 474_teeth_stars_sensitive_star |
| 475 | latch - latches - stay closed - closed - case | 144 | 475_latch_latches_stay closed_closed |
| 476 | feathers - feather - duster - dusting - fall | 141 | 476_feathers_feather_duster_dusting |
| 477 | good good - good - like good - good like - good says | 141 | 477_good good_good_like good_good like |
| 478 | color - pills - capsules - brown - different color | 140 | 478_color_pills_capsules_brown |
| 479 | shoes - shoe - fit shoes - boots - fit shoe | 139 | 479_shoes_shoe_fit shoes_boots |
| 480 | arm - arms - arm broke - broke - pair | 138 | 480_arm_arms_arm broke_broke |
| 481 | bottle - bottle smell - opened bottle - smell - odor | 138 | 481_bottle_bottle smell_opened bottle_smell |
| 482 | oz - cups - ounces - ounce - cup | 137 | 482_oz_cups_ounces_ounce |
| 483 | watch - watches - battery - batteries - dead | 137 | 483_watch_watches_battery_batteries |
| 484 | hose - hoses - connections - cpap - connect | 137 | 484_hose_hoses_connections_cpap |
| 485 | sciatica - nerve - pain - nerve pain - relief | 135 | 485_sciatica_nerve_pain_nerve pain |
| 486 | messy - mess - messy use - little messy - makes mess | 133 | 486_messy_mess_messy use_little messy |
| 487 | watch - watches - band - voice - wrist | 132 | 487_watch_watches_band_voice |
| 488 | label - barcode - product label - bottle label - labels | 132 | 488_label_barcode_product label_bottle label |
| 489 | sucralose - artificial - contains - sweetener - artificial sweetener | 132 | 489_sucralose_artificial_contains_sweetener |
| 490 | la - que - es - el - en | 132 | 490_la_que_es_el |
| 491 | seams - seam - apart seams - apart - came apart | 132 | 491_seams_seam_apart seams_apart |
| 492 | dispenser - dispense - dispensers - dispensing - dispenses | 132 | 492_dispenser_dispense_dispensers_dispensing |
| 493 | defective - defective defective - customer service - service - customer | 131 | 493_defective_defective defective_customer service_service |
| 494 | litter - litter box - cat - like cat - cats | 131 | 494_litter_litter box_cat_like cat |
| 495 | bruises - bruising - bruise - bruised - arnica | 130 | 495_bruises_bruising_bruise_bruised |
| 496 | nauseated face - nauseated - face vomiting - vomiting - face | 130 | 496_nauseated face_nauseated_face vomiting_vomiting |
| 497 | fold - folds - folded - folding - foldable | 128 | 497_fold_folds_folded_folding |
| 498 | el - es - que - en - la | 127 | 498_el_es_que_en |
| 499 | shrunk - shrink - shrinks - washed - wash | 126 | 499_shrunk_shrink_shrinks_washed |
| 500 | wash - fell apart - apart - washed - washing | 123 | 500_wash_fell apart_apart_washed |
| 501 | good stars - stars good - stars - stars great - great stars | 123 | 501_good stars_stars good_stars_stars great |
| 502 | quality broke - poor quality - bad quality - broke - quality | 122 | 502_quality broke_poor quality_bad quality_broke |
| 503 | short life - die - life - life short - die fast | 121 | 503_short life_die_life_life short |
| 504 | watermelon - flavor - lime - tastes - taste | 121 | 504_watermelon_flavor_lime_tastes |
| 505 | cbd - hemp - cream - oil - spectrum | 121 | 505_cbd_hemp_cream_oil |
| 506 | beets - beet - powder - beet root - chews | 120 | 506_beets_beet_powder_beet root |
| 507 | gloves - hands - smell - stink - hands smell | 120 | 507_gloves_hands_smell_stink |
| 508 | short - short short - short long - long long - long | 120 | 508_short_short short_short long_long long |
| 509 | applicator - insert - tip - plastic - fluid | 120 | 509_applicator_insert_tip_plastic |
| 510 | assemble - assembly - hard assemble - easy assemble - assembled | 119 | 510_assemble_assembly_hard assemble_easy assemble |
| 511 | wish - wish worked - wish return - wish money - work wish | 119 | 511_wish_wish worked_wish return_wish money |
| 512 | belt - velcro - transfer - buckle - loops | 118 | 512_belt_velcro_transfer_buckle |
| 513 | pot - saline - salt - pods - navage | 116 | 513_pot_saline_salt_pods |
| 514 | cast - leg - cover - ring - adult | 115 | 514_cast_leg_cover_ring |
| 515 | blisters - blister - shoes - heel - foot | 115 | 515_blisters_blister_shoes_heel |
| 516 | sensor - libre - patch - adhesive - patches | 115 | 516_sensor_libre_patch_adhesive |
| 517 | impressed - impressed impressed - impressed didnt - impressed ok - wasnt impressed | 115 | 517_impressed_impressed impressed_impressed didnt_impressed ok |
| 518 | gout - flare - acid - attacks - tart cherry | 115 | 518_gout_flare_acid_attacks |
| 519 | attachments - attachment - missing - gun - broke | 115 | 519_attachments_attachment_missing_gun |
| 520 | happy - happy happy - unhappy - happy didnt - happy doesnt | 114 | 520_happy_happy happy_unhappy_happy didnt |
| 521 | star work - work star - star - work - volt | 113 | 521_star work_work star_star_work |
| 522 | glass - broken glass - shattered - broken - shards | 113 | 522_glass_broken glass_shattered_broken |
| 523 | power - powerful - power power - power weak - low power | 113 | 523_power_powerful_power power_power weak |
| 524 | blind - tool - dust - cleaning - clean | 112 | 524_blind_tool_dust_cleaning |
| 525 | beads - bead - hole - little beads - broke open | 112 | 525_beads_bead_hole_little beads |
| 526 | mah - capacity - tested - batteries - rated | 110 | 526_mah_capacity_tested_batteries |
| 527 | horse - horse pills - pills - swallow - huge | 110 | 527_horse_horse pills_pills_swallow |
| 528 | chair - shower - legs - tub - seat | 110 | 528_chair_shower_legs_tub |
| 529 | maltodextrin - contains - ingredients - sugar - ingredient | 110 | 529_maltodextrin_contains_ingredients_sugar |
| 530 | frankincense - smell like - oil - smells - gasoline | 108 | 530_frankincense_smell like_oil_smells |
| 531 | gold - rose gold - rose - gold color - color | 108 | 531_gold_rose gold_rose_gold color |
| 532 | wrinkles - wrinkle - wrinkled - downy - clothes | 108 | 532_wrinkles_wrinkle_wrinkled_downy |
| 533 | magnesium - citrate - oxide - mag - mg | 108 | 533_magnesium_citrate_oxide_mag |
| 534 | nose pads - nose - pads - pad - pair | 107 | 534_nose pads_nose_pads_pad |
| 535 | didnt work - work product - work didnt - work son - doesnt work | 107 | 535_didnt work_work product_work didnt_work son |
| 536 | fish oil - omega - fish - dha - oil | 107 | 536_fish oil_omega_fish_dha |
| 537 | switch - onoff switch - onoff - power switch - switches | 107 | 537_switch_onoff switch_onoff_power switch |
| 538 | glitter - sparkles - sparkle - paper - gold | 107 | 538_glitter_sparkles_sparkle_paper |
| 539 | na - meh meh - meh - ah - mehhh | 106 | 539_na_meh meh_meh_ah |
| 540 | horrible horrible - terrible terrible - horrible terrible - horrible - terrible horrible | 106 | 540_horrible horrible_terrible terrible_horrible terrible_horrible |
| 541 | cards - envelopes - card - envelope - gift card | 105 | 541_cards_envelopes_card_envelope |
| 542 | neck - necks - neck doesnt - shoulders - small | 105 | 542_neck_necks_neck doesnt_shoulders |
| 543 | gun - charge - battery - charging - charged | 105 | 543_gun_charge_battery_charging |
| 544 | peanut - peanut butter - butter - cookies - cream | 104 | 544_peanut_peanut butter_butter_cookies |
| 545 | bifocal - bifocals - sunglasses - lens - readers | 104 | 545_bifocal_bifocals_sunglasses_lens |
| 546 | spilled - spilled box - open spilled - spilled inside - product spilled | 104 | 546_spilled_spilled box_open spilled_spilled inside |
| 547 | waterproof - water proof - proof - swimming - pool | 103 | 547_waterproof_water proof_proof_swimming |
| 548 | bubbles - bubble - bath - pods - like water | 103 | 548_bubbles_bubble_bath_pods |
| 549 | battery life - life - battery - short battery - life short | 103 | 549_battery life_life_battery_short battery |
| 550 | soap - leaks - leak - dispense - dispenser | 103 | 550_soap_leaks_leak_dispense |
| 551 | iron - prenatal - levels - deficiency - supplement | 103 | 551_iron_prenatal_levels_deficiency |
| 552 | snake oil - snake - oil - oil product - claims | 101 | 552_snake oil_snake_oil_oil product |
| 553 | cute - work cute - cute doesnt - cute cute - super cute | 101 | 553_cute_work cute_cute doesnt_cute cute |
| 554 | softgels - gels - soft gels - stuck - gel caps | 101 | 554_softgels_gels_soft gels_stuck |
| 555 | carpet - stains - stain - rug - spots | 100 | 555_carpet_stains_stain_rug |
| 556 | wide - narrow - width - wide wide - wider | 100 | 556_wide_narrow_width_wide wide |
| 557 | wall - walls - fell - stick - doesnt stick | 100 | 557_wall_walls_fell_stick |
| 558 | rock - hard rock - rock hard - hard - rocks | 100 | 558_rock_hard rock_rock hard_hard |
| 559 | zinc - oxide - copper - absorbed - form | 99 | 559_zinc_oxide_copper_absorbed |
| 560 | disinfectant - disinfect - bacteria - kill - disinfecting | 98 | 560_disinfectant_disinfect_bacteria_kill |
| 561 | star didnt - work star - star - didnt work - didnt | 98 | 561_star didnt_work star_star_didnt work |
| 562 | energizer - energizer batteries - duracell energizer - duracell - energizers | 98 | 562_energizer_energizer batteries_duracell energizer_duracell |
| 563 | clasp - clasps - bracelet - stay closed - closed | 98 | 563_clasp_clasps_bracelet_stay closed |
| 564 | recalled - recall - fda - email - received email | 98 | 564_recalled_recall_fda_email |
| 565 | crutches - crutch - balance - walk - bearing | 98 | 565_crutches_crutch_balance_walk |
| 566 | nasty - gross - disgusting - nasty nasty - disgusting disgusting | 98 | 566_nasty_gross_disgusting_nasty nasty |
| 567 | grip - gripper - grips - doesnt grip - good grip | 98 | 567_grip_gripper_grips_doesnt grip |
| 568 | pen - pens - ink - dried - write | 97 | 568_pen_pens_ink_dried |
| 569 | brand - good brand - good brands - brands - buy brand | 97 | 569_brand_good brand_good brands_brands |
| 570 | charge - hold charge - star - dont hold - hold | 97 | 570_charge_hold charge_star_dont hold |
| 571 | star - pain - hurt - help pain - stars | 96 | 571_star_pain_hurt_help pain |
| 572 | tubing - tub - kinks - tubs - bathtub | 96 | 572_tubing_tub_kinks_tubs |
| 573 | fungus - nail - toe - cure - nails | 96 | 573_fungus_nail_toe_cure |
| 574 | candles - batteries - candle - battery operated - operated | 95 | 574_candles_batteries_candle_battery operated |
| 575 | sensitive skin - skin - sensitive - irritation - skin irritation | 94 | 575_sensitive skin_skin_sensitive_irritation |
| 576 | great ok - ok great - ok good - ok - ok bad | 94 | 576_great ok_ok great_ok good_ok |
| 577 | star - weight - scale - accurate - pounds | 94 | 577_star_weight_scale_accurate |
| 578 | sleeve - sleeves - pair - ripped - pinky | 94 | 578_sleeve_sleeves_pair_ripped |
| 579 | crap crap - nope - thing thing - days unfortunately - maybe way | 93 | 579_crap crap_nope_thing thing_days unfortunately |
| 580 | patchouli - smell like - smells like - smell - smelled | 93 | 580_patchouli_smell like_smells like_smell |
| 581 | dry mouth - mouth - dry - help dry - mouthwash | 93 | 581_dry mouth_mouth_dry_help dry |
| 582 | ringing - ent - cure - help - ears | 92 | 582_ringing_ent_cure_help |
| 583 | hair - hairs - received used - used hair - used item | 92 | 583_hair_hairs_received used_used hair |
| 584 | sensitive teeth - teeth - sensitive - sensitivity - extremely sensitive | 92 | 584_sensitive teeth_teeth_sensitive_sensitivity |
| 585 | pets - cats - toxic - pet - safe | 92 | 585_pets_cats_toxic_pet |
| 586 | stay closed - closed - close - doesnt close - closing | 91 | 586_stay closed_closed_close_doesnt close |
| 587 | bait - bait switch - switch - advertising - false | 91 | 587_bait_bait switch_switch_advertising |
| 588 | work doesnt - doesnt work - doesnt - work - | 91 | 588_work doesnt_doesnt work_doesnt_work |
| 589 | star doesnt - work star - star - doesnt work - doesnt | 91 | 589_star doesnt_work star_star_doesnt work |
| 590 | niacin - flush - flushing - reaction - mg | 91 | 590_niacin_flush_flushing_reaction |
| 591 | polish - shine - cabinets - brass - granite | 91 | 591_polish_shine_cabinets_brass |
| 592 | bounty - towels - absorbent - paper towels - paper towel | 91 | 592_bounty_towels_absorbent_paper towels |
| 593 | copper - painted - brass - real - fit | 90 | 593_copper_painted_brass_real |
| 594 | vanilla - chocolate - vanilla flavor - flavor - chocolate flavor | 90 | 594_vanilla_chocolate_vanilla flavor_flavor |
| 595 | improvement - notice improvement - improvements - seen improvement - didnt improvement | 89 | 595_improvement_notice improvement_improvements_seen improvement |
| 596 | metallic - metallic taste - metal - like metal - taste mouth | 89 | 596_metallic_metallic taste_metal_like metal |
| 597 | sweat - sweating - sweats - sweaty - face sweat | 89 | 597_sweat_sweating_sweats_sweaty |
| 598 | like star - star star - star like - star - star dont | 89 | 598_like star_star star_star like_star |
| 599 | stars stars - stars - meh - neighbor - whit | 89 | 599_stars stars_stars_meh_neighbor |
| 600 | hot flashes - flashes - hot - sweats - symptoms | 89 | 600_hot flashes_flashes_hot_sweats |
| 601 | latex - allergy - allergic - free - reaction | 89 | 601_latex_allergy_allergic_free |
| 602 | stars okay - okay - stars - alright - okay need | 88 | 602_stars okay_okay_stars_alright |
| 603 | wore quickly - wear quickly - wore - wears - quickly | 88 | 603_wore quickly_wear quickly_wore_wears |
| 604 | na - price disappointed - fit size - worth price - definitely worth | 88 | 604_na_price disappointed_fit size_worth price |
| 605 | iron - gummy - taste - like blood - taste like | 87 | 605_iron_gummy_taste_like blood |
| 606 | ripoff - rip - total ripoff - complete ripoff - total | 87 | 606_ripoff_rip_total ripoff_complete ripoff |
| 607 | sweet - waaay - really sweet - yuck - ok | 87 | 607_sweet_waaay_really sweet_yuck |
| 608 | unscented - scented - fragrance free - fragrance - free | 86 | 608_unscented_scented_fragrance free_fragrance |
| 609 | small stars - stars small - stars - stars big - stars way | 86 | 609_small stars_stars small_stars_stars big |
| 610 | accurate accurate - accurate - sure accurate - im convinced - day im | 86 | 610_accurate accurate_accurate_sure accurate_im convinced |
| 611 | urine - pee - yellow - neon - bright yellow | 86 | 611_urine_pee_yellow_neon |
| 612 | ply - single ply - single - tp - woven | 85 | 612_ply_single ply_single_tp |
| 613 | rosemary - oil - smell like - smells like - smells | 85 | 613_rosemary_oil_smell like_smells like |
| 614 | nitrile - vinyl - gloves - glove - synthetic | 85 | 614_nitrile_vinyl_gloves_glove |
| 615 | stopped working - changed batteries - working - stopped - new batteries | 84 | 615_stopped working_changed batteries_working_stopped |
| 616 | sleep - sleeping - star - help sleep - stars | 84 | 616_sleep_sleeping_star_help sleep |
| 617 | money waste - waste money - waste - money - waste waste | 84 | 617_money waste_waste money_waste_money |
| 618 | loader - load - washer - washers - loading | 83 | 618_loader_load_washer_washers |
| 619 | remove - hard remove - difficult remove - easy remove - remove hard | 83 | 619_remove_hard remove_difficult remove_easy remove |
| 620 | liver - enzymes - fatty - beef - cleanse | 82 | 620_liver_enzymes_fatty_beef |
| 621 | suck - sucked - sucks - work sucks - sucks doesnt | 81 | 621_suck_sucked_sucks_work sucks |
| 622 | junk junk - junk - junky - junk good - total junk | 81 | 622_junk junk_junk_junky_junk good |
| 623 | tests - march - expiration - test - expire | 81 | 623_tests_march_expiration_test |
| 624 | hold - awkward hold - heavy hold - easy hold - awkward | 81 | 624_hold_awkward hold_heavy hold_easy hold |
| 625 | mushrooms - mushroom - lions - mane - lions mane | 80 | 625_mushrooms_mushroom_lions_mane |
| 626 | glasses - odor - chemical - smell - chemical odor | 80 | 626_glasses_odor_chemical_smell |
| 627 | box open - open box - box opened - box - open | 80 | 627_box open_open box_box opened_box |
| 628 | soy - contains - glycerin - contain - ingredient | 80 | 628_soy_contains_glycerin_contain |
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: 0.8.33
- UMAP: 0.5.5
- Pandas: 2.3.3
- Scikit-Learn: 1.3.2
- Sentence-transformers: 5.2.2
- Transformers: 5.0.0
- Numba: 0.63.1
- Plotly: 6.5.2
- Python: 3.12.12
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