wolf_topic_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("wongzien2000/wolf_topic_model")

topic_model.get_topic_info()

Topic overview

• Number of topics: 60
• Number of training documents: 2933

Click here for an overview of all topics.

Topic ID	Topic Keywords	Topic Frequency	Label
-1	like - just - video - delts - exercise	11	-1_like_just_video_delts
0	deadlift - deadlifts - strength - just - hypertrophy	972	0_deadlift_deadlifts_strength_just
1	cable - lateral - cable lateral - raise - lateral raise	101	1_cable_lateral_cable lateral_raise
2	curls - curl - incline - biceps - preacher	88	2_curls_curl_incline_biceps
3	rows - row - tbar - bar - tbar row	87	3_rows_row_tbar_bar
4	squats - squat - split - lunges - sissy squats	66	4_squats_squat_split_lunges
5	triceps - tricep - overhead - elbows - head	65	5_triceps_tricep_overhead_elbows
6	exercises - video - exercise - emg - videos	64	6_exercises_video_exercise_emg
7	afternoon - el - mid afternoon - super mid - 1030	63	7_afternoon_el_mid afternoon_super mid
8	pullups - ups - pull - pull ups - chin	57	8_pullups_ups_pull_pull ups
9	milo - dr milo - hear - miew - milo milo	54	9_milo_dr milo_hear_miew
10	dr mike - dr - mike - dr mikes - mikes	53	10_dr mike_dr_mike_dr mikes
11	tier - list - tier list - list tier - video	53	11_tier_list_tier list_list tier
12	darth - sith - darth mike - mike - lord	50	12_darth_sith_darth mike_mike
13	leg - leg extension - extension - quad - quads	49	13_leg_leg extension_extension_quad
14	mike - mikes - face - mikes face - love mike	46	14_mike_mikes_face_mikes face
15	stretch - position - lengthened - stretched - muscle	43	15_stretch_position_lengthened_stretched
16	lats - lat - pullovers - pullover - feel	43	16_lats_lat_pullovers_pullover
17	pistol - pistol squats - squats - squat - pistol squat	41	17_pistol_pistol squats_squats_squat
18	press - overhead - overhead press - shoulder - shoulder press	39	18_press_overhead_overhead press_shoulder
19	protein - fat - mass - protein intake - intake	37	19_protein_fat_mass_protein intake
20	traps - rack - trap - shrug - shrugs	37	20_traps_rack_trap_shrug
21	wolf - dr wolf - beard - dr - natural	37	21_wolf_dr wolf_beard_dr
22	calf - calf raise - seated calf - seated - soleus	36	22_calf_calf raise_seated calf_seated
23	sets - week - volume - reps - day	35	23_sets_week_volume_reps
24	raise - lateral - lateral raise - raises - lateral raises	34	24_raise_lateral_lateral raise_raises
25	straps - exercises - lunges - pull - upper	33	25_straps_exercises_lunges_pull
26	app - myoadapt - december - waiting - coming	32	26_app_myoadapt_december_waiting
27	muscle - muscle growth - growth - gain - week	31	27_muscle_muscle growth_growth_gain
28	hypertrophy - strength - strength hypertrophy - hypertrophy love - like	30	28_hypertrophy_strength_strength hypertrophy_hypertrophy love
29	shirt - sun - praise - hoodie - praise sun	29	29_shirt_sun_praise_hoodie
30	barbell - row - dumbbell - tier - pullover	29	30_barbell_row_dumbbell_tier
31	video - great video - video great - great - thank	29	31_video_great video_video great_great
32	rear - rear delts - delts - delt - rear delt	26	32_rear_rear delts_delts_delt
33	ending - end - prepared end - prepared - amazing ending	24	33_ending_end_prepared end_prepared
34	partials - lengthened partials - lengthened - bitch - partials bitch	22	34_partials_lengthened partials_lengthened_bitch
35	nordics - reverse - reverse nordics - quads - nordic	22	35_nordics_reverse_reverse nordics_quads
36	dip - dips - rom - dip rom - dip form	20	36_dip_dips_rom_dip rom
37	sound - audio - sound effects - effects - audio sounds	20	37_sound_audio_sound effects_effects
38	shoulder - shoulders - best shoulder - shoulders start - shoulder programs	20	38_shoulder_shoulders_best shoulder_shoulders start
39	bugenhagen - wait - eric - sticky ricky - ricky	20	39_bugenhagen_wait_eric_sticky ricky
40	fly - flys - dumbbell fly - dumbbell - flies	19	40_fly_flys_dumbbell fly_dumbbell
41	thanks - great - info - stuff - awesome finish	19	41_thanks_great_info_stuff
42	dips - chest - pecs - dip - weighted dips	19	42_dips_chest_pecs_dip
43	home - home gym - gym - equipment - limited	17	43_home_home gym_gym_equipment
44	nordic - reverse nordic - nordic curl - reverse - curl	17	44_nordic_reverse nordic_nordic curl_reverse
45	grip - pulldown - wide - wide grip - lat	17	45_grip_pulldown_wide_wide grip
46	dumbbell - pullovers - dumbbells - doing - dumbbell pullovers	16	46_dumbbell_pullovers_dumbbells_doing
47	blew - blown - bro - 140lbs - blew dont	15	47_blew_blown_bro_140lbs
48	science - experts - matter experts - subject matter - studies	15	48_science_experts_matter experts_subject matter
49	physique - guy - sciencebased - looks - guy physique	15	49_physique_guy_sciencebased_looks
50	time - worse - convenient - exercises - sets	14	50_time_worse_convenient_exercises
51	fat - body fat - 22 - body - percent	14	51_fat_body fat_22_body
52	kurt - kurt angle - jacked - kinda - funny	13	52_kurt_kurt angle_jacked_kinda
53	grandma - uncles - sex - sex grandma - poor	13	53_grandma_uncles_sex_sex grandma
54	jeff - jeff nippard - nippard - ya - nippard copy	13	54_jeff_jeff nippard_nippard_ya
55	channel - ii - benefit lot - advance complain - block channels	13	55_channel_ii_benefit lot_advance complain
56	time stamps - stamps - timestamps - time - descriptive time	12	56_time stamps_stamps_timestamps_time
57	content - man - content man - good content - algorithm	12	57_content_man_content man_good content
58	delts - delts delts - delt - delt exercises - channel btw	12	58_delts_delts delts_delt_delt exercises

Training hyperparameters

• calculate_probabilities: True
• language: english
• 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: 2.0.2
• HDBSCAN: 0.8.40
• UMAP: 0.5.7
• Pandas: 2.2.2
• Scikit-Learn: 1.6.1
• Sentence-transformers: 3.4.1
• Transformers: 4.50.2
• Numba: 0.60.0
• Plotly: 5.24.1
• Python: 3.11.11