topic_modelling_pepe

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("guibvieira/topic_modelling_pepe")

topic_model.get_topic_info()

Topic overview

• Number of topics: 229
• Number of training documents: 17770

Click here for an overview of all topics.

Topic ID	Topic Keywords	Topic Frequency	Label
-1	activity - mining - trading - pepecoin - investors	15	-1_activity_mining_trading_pepecoin
0	bro - pepes - guys - good - man	4181	0_bro_pepes_guys_good
1	whales - - - -	1289	1_whales___
2	pepecoin - pepecoins - need - lot - stuff	651	2_pepecoin_pepecoins_need_lot
3	deal - exchange - group - website - telegram	631	3_deal_exchange_group_website
4	fake - spaces - people - fuck - shit	525	4_fake_spaces_people_fuck
5	coins - coin - shit - mate - currency	232	5_coins_coin_shit_mate
6	info - audit - safu - team - launch	229	6_info_audit_safu_team
7	time - socials - baby - culture - fun	196	7_time_socials_baby_culture
8	pepecoins - tweet - twitter - pepecoin - tweets	186	8_pepecoins_tweet_twitter_pepecoin
9	ideas - spot - level - idea - support	181	9_ideas_spot_level_idea
10	crypto - world - attention - people - thing	163	10_crypto_world_attention_people
11	project - projects - need - pepechain - frens	161	11_project_projects_need_pepechain
12	buy - sell - selling - weeks - pepepal	161	12_buy_sell_selling_weeks
13	memes - season - meme - term - face	159	13_memes_season_meme_term
14	meme - coins - coin - season - pepefriends	157	14_meme_coins_coin_season
15	token - tokens - information - eye - sense	149	15_token_tokens_information_eye
16	pump - pumping - dump - wait - shit	149	16_pump_pumping_dump_wait
17	binance - list - listing - shit - assets	142	17_binance_list_listing_shit
18	kucoin - mexc - ama - exchanges - tier	133	18_kucoin_mexc_ama_exchanges
19	tweet - tweets - love - twitter - message	126	19_tweet_tweets_love_twitter
20	bitmart - pair - pepebnb - trading - assets	123	20_bitmart_pair_pepebnb_trading
21	bitcoin - network - protocol - example - year	118	21_bitcoin_network_protocol_example
22	profit - profits - money - gains - hope	117	22_profit_profits_money_gains
23	link - pulse - gem - chain -	106	23_link_pulse_gem_chain
24	submit - address - enter - airdrop - tasks	97	24_submit_address_enter_airdrop
25	bonus - minimum - welcome - hours - mining	95	25_bonus_minimum_welcome_hours
26	moon - cointiger - future - project - campaign	94	26_moon_cointiger_future_project
27	btc - week - market - news - crypto	89	27_btc_week_market_news
28	wallet - thanks - good - hope - working	88	28_wallet_thanks_good_hope
29	link - utc - version - club - billionaire	88	29_link_utc_version_club
30	memetic - pepecoin - meme - pepecoins - need	88	30_memetic_pepecoin_meme_pepecoins
31	musk - rocket - mind - memecoins - months	87	31_musk_rocket_mind_memecoins
32	airdrop - friends - pepefriends - tag - ones	81	32_airdrop_friends_pepefriends_tag
33	place - bot - airdrop - date - tasks	80	33_place_bot_airdrop_date
34	details - click - bot - pancakeswap - contract	78	34_details_click_bot_pancakeswap
35	shiba - shib - inu - hope - mpepe	77	35_shiba_shib_inu_hope
36	yesterday - opportunity - trend - cmc - today	75	36_yesterday_opportunity_trend_cmc
37	staking - stake - works - luck - magic	74	37_staking_stake_works_luck
38	nfts - ethereum - game - things - thing	73	38_nfts_ethereum_game_things
39	profit - entry - strategy - help - list	72	39_profit_entry_strategy_help
40	days - cap - whales - market - play	71	40_days_cap_whales_market
41	prize - winners - giveaway - pool - page	66	41_prize_winners_giveaway_pool
42	memecoin - memecoins - utilities - derivative - shitcoin	64	42_memecoin_memecoins_utilities_derivative
43	loss - whale - days - memecoin - token	63	43_loss_whale_days_memecoin
44	price - entry - value - thing - buyers	60	44_price_entry_value_thing
45	usdt - event - guess - reward - help	60	45_usdt_event_guess_reward
46	floki - guess - event - success - shib	59	46_floki_guess_event_success
47	telegram - launch - presale - times - pepega	59	47_telegram_launch_presale_times
48	bag - bags - hand - pepecoins - term	58	48_bag_bags_hand_pepecoins
49	telegram - fairsale - times - launch - presale	57	49_telegram_fairsale_times_launch
50	moon - pepefriends - army - lot - rug	57	50_moon_pepefriends_army_lot
51	day - rewards - holders - ecosystem - swap	55	51_day_rewards_holders_ecosystem
52	investment - investors - term - money - billionaire	52	52_investment_investors_term_money
53	scam - thing - way - lol - copy	52	53_scam_thing_way_lol
54	plan - action - chat - work - mpepe	52	54_plan_action_chat_work
55	mins - event - presale - link - leader	51	55_mins_event_presale_link
56	elon - tweet - musk - increase - tweets	50	56_elon_tweet_musk_increase
57	airdrop - referral - date - distribution - fee	50	57_airdrop_referral_date_distribution
58	friends - pepefriends - benefits - days - sale	50	58_friends_pepefriends_benefits_days
59	memecoins - cap - market - time - marketcap	49	59_memecoins_cap_market_time
60	frogs - frog - liquidity - rewards - marketing	49	60_frogs_frog_liquidity_rewards
61	tweets - puppy - shill - links - inu	49	61_tweets_puppy_shill_links
62	link - wallet - - -	49	62_link_wallet__
63	dollars - days - cap - market - space	48	63_dollars_days_cap_market
64	pepeai - version - ways - jump - words	47	64_pepeai_version_ways_jump
65	link - - - -	47	65_link___
66	problem - plans - millions - term - shib	47	66_problem_plans_millions_term
67	link - utc - presale - -	47	67_link_utc_presale_
68	taxes - chart - bnb - pepefather - chain	47	68_taxes_chart_bnb_pepefather
69	logo - pepepal - pepecoin - shit - hand	46	69_logo_pepepal_pepecoin_shit
70	moment - pump - tag - green - guess	46	70_moment_pump_tag_green
71	spaces - question - morning - ride - pepes	46	71_spaces_question_morning_ride
72	mins - contact - event - bag - launch	45	72_mins_contact_event_bag
73	investment - link - version - -	45	73_investment_link_version_
74	marketcap - cap - market - mil - dude	44	74_marketcap_cap_market_mil
75	place - memecoin - market - bull - cap	44	75_place_memecoin_market_bull
76	channels - wallets - ecosystem - experience - cryptocurrency	42	76_channels_wallets_ecosystem_experience
77	hate - groups - exchange - -	42	77_hate_groups_exchange_
78	events - holder - cap - chart - trade	42	78_events_holder_cap_chart
79	weeks - profits - price - whales - gems	42	79_weeks_profits_price_whales
80	transaction - utilities - influencers - event - holders	42	80_transaction_utilities_influencers_event
81	picture - topic - hate - groups - symbol	41	81_picture_topic_hate_groups
82	frog - frogs - thing - memes - meme	41	82_frog_frogs_thing_memes
83	community - - - -	41	83_community___
84	symbol - exchange - - -	41	84_symbol_exchange__
85	hour - doubt - min - fuck - risk	41	85_hour_doubt_min_fuck
86	chat - group - pepeai - vibes - sort	41	86_chat_group_pepeai_vibes
87	chat - times - launch - liquidity - launching	41	87_chat_times_launch_liquidity
88	presale - bnb - link - leader - play	41	88_presale_bnb_link_leader
89	dump - dip - buying - shit - guys	41	89_dump_dip_buying_shit
90	whale - whales - friend - lol - buy	40	90_whale_whales_friend_lol
91	meme - - - -	40	91_meme___
92	red - drop - - -	40	92_red_drop__
93	play - link - - -	40	93_play_link__
94	taxes - bnb - play - club - tax	40	94_taxes_bnb_play_club
95	whales - tokens - billionaire - love - whale	40	95_whales_tokens_billionaire_love
96	tomorrow - launch - media - pepeai - hours	39	96_tomorrow_launch_media_pepeai
97	link - utc - inu - -	39	97_link_utc_inu_
98	transaction - fees - tier - trade - distribution	39	98_transaction_fees_tier_trade
99	referral - reward - mpepe - airdrop - distribution	38	99_referral_reward_mpepe_airdrop
100	action - drop - price - profits - gems	38	100_action_drop_price_profits
101	week - position - members - chat - stealth	38	101_week_position_members_chat
102	market - bull - run - today - red	38	102_market_bull_run_today
103	hype - year - version - things - season	38	103_hype_year_version_things
104	pulse - mcap - bridge - dev - liquidity	37	104_pulse_mcap_bridge_dev
105	holder - events - cap - chart - trade	37	105_holder_events_cap_chart
106	deal - exchange - listing - group - utc	37	106_deal_exchange_listing_group
107	game - bet - baby - tier - stake	37	107_game_bet_baby_tier
108	raid - tweets - guy - gem - trust	37	108_raid_tweets_guy_gem
109	devs - projects - project - metaverse - focus	37	109_devs_projects_project_metaverse
110	track - cmc - marketing - gem - team	37	110_track_cmc_marketing_gem
111	link - - - -	36	111_link___
112	claim - connect - fees - wallet - user	36	112_claim_connect_fees_wallet
113	mcap - dude - cex - dollars - holders	36	113_mcap_dude_cex_dollars
114	fees - gas - fee - exchanges - sir	36	114_fees_gas_fee_exchanges
115	coinbase - hate - symbol - news - army	36	115_coinbase_hate_symbol_news
116	trade - alot - trading - non - bots	35	116_trade_alot_trading_non
117	gem - lock - zone - growth - liquidity	35	117_gem_lock_zone_growth
118	tax - link - chain - minutes - liquidity	35	118_tax_link_chain_minutes
119	pepeai - network - power - work - utility	34	119_pepeai_network_power_work
120	nft - campaign - ape - today - week	34	120_nft_campaign_ape_today
121	contact - listings - zone - message - list	34	121_contact_listings_zone_message
122	aipepe - address - users - event - trade	34	122_aipepe_address_users_event
123	mins - click - event - presale - link	34	123_mins_click_event_presale
124	updates - share - friends - coin - mania	34	124_updates_share_friends_coin
125	video - youtube - comment - channels - way	33	125_video_youtube_comment_channels
126	sign - coins - campaign - trade - week	33	126_sign_coins_campaign_trade
127	investment - link - games - king - inu	32	127_investment_link_games_king
128	trust - wallet - wallets - currency - lot	32	128_trust_wallet_wallets_currency
129	cointiger - details - break - shiba - experience	32	129_cointiger_details_break_shiba
130	game - case - links - times - fair	32	130_game_case_links_times
131	rekt - hype - tokens - meme - vibes	32	131_rekt_hype_tokens_meme
132	low - community - fee - space - gas	31	132_low_community_fee_space
133	blockchain - build - utilities - token - meme	31	133_blockchain_build_utilities_token
134	value - chart - market - data - ways	31	134_value_chart_market_data
135	referral - refer - friends - link - rewards	31	135_referral_refer_friends_link
136	games - features - investors - rewards - game	30	136_games_features_investors_rewards
137	ethereum - volume - liquidity - price - network	30	137_ethereum_volume_liquidity_price
138	position - tech - events - cap - chart	30	138_position_tech_events_cap
139	gas - holders - volume - tax - chart	30	139_gas_holders_volume_tax
140	bridge - algorand - launch - chain - mainnet	30	140_bridge_algorand_launch_chain
141	trend - trust - pepebnb - issue - mcap	29	141_trend_trust_pepebnb_issue
142	refer - claim - referral - airdrop - distribution	29	142_refer_claim_referral_airdrop
143	holders - binance - chain - events - buy	29	143_holders_binance_chain_events
144	win - cointiger - form - tag - chance	29	144_win_cointiger_form_tag
145	inu - projects - times - eyes - trump	28	145_inu_projects_times_eyes
146	taxes - chart - bnb - pepeverse - utc	28	146_taxes_chart_bnb_pepeverse
147	position - mcap - buy - chart - price	28	147_position_mcap_buy_chart
148	period - benefits - sign - win - utc	28	148_period_benefits_sign_win
149	derivative - point - kind - holders - page	28	149_derivative_point_kind_holders
150	channel - list - airdrop - group - distribution	27	150_channel_list_airdrop_group
151	time - socials - culture - fun - wallet	27	151_time_socials_culture_fun
152	build - lock - contract - community - liquidity	26	152_build_lock_contract_community
153	funds - dex - position - card - price	26	153_funds_dex_position_card
154	giveaway - audit - cex - revolution - goal	26	154_giveaway_audit_cex_revolution
155	spaces - pepecoins - space - know - pepecoin	26	155_spaces_pepecoins_space_know
156	pepedex - frens - focus - weekend - pepemon	26	156_pepedex_frens_focus_weekend
157	moon - partnership - revolution - tokenomics - chat	26	157_moon_partnership_revolution_tokenomics
158	prize - bnb - events - buy - card	26	158_prize_bnb_events_buy
159	search - success - groups - rise - track	25	159_search_success_groups_rise
160	lock - ownership - month - mcap - moon	25	160_lock_ownership_month_mcap
161	mexc - launchpad - app - utc - period	25	161_mexc_launchpad_app_utc
162	gem - gems - project - group - developers	25	162_gem_gems_project_group
163	link - - - -	25	163_link___
164	pump - minutes - message - announcement - members	24	164_pump_minutes_message_announcement
165	link - utc - - -	24	165_link_utc__
166	billionaire - mins - event - leader - end	24	166_billionaire_mins_event_leader
167	link - utc - - -	24	167_link_utc__
168	drop - tasks - place - bonus - wallet	24	168_drop_tasks_place_bonus
169	price - volume - focus - gems - assets	24	169_price_volume_focus_gems
170	pinksale - link - - -	24	170_pinksale_link__
171	wallet - copy - code - words - app	24	171_wallet_copy_code_words
172	days - fomo - coins - coin - tweet	24	172_days_fomo_coins_coin
173	events - game - rewards - friends - tokenomics	24	173_events_game_rewards_friends
174	pancakeswap - supply - swap - tomorrow - updates	24	174_pancakeswap_supply_swap_tomorrow
175	ama - dextools - launch - memes - marketing	24	175_ama_dextools_launch_memes
176	crypto - channel - use - video - code	23	176_crypto_channel_use_video
177	pepefriends - presale - pepebnb - minutes - hour	23	177_pepefriends_presale_pepebnb_minutes
178	reward - winners - user - airdrop - refer	23	178_reward_winners_user_airdrop
179	wojak - turbo - sense - play - person	23	179_wojak_turbo_sense_play
180	change - pepecoin - kind - difference - ecosystem	23	180_change_pepecoin_kind_difference
181	taxes - chart - leader - club - bnb	23	181_taxes_chart_leader_club
182	event - rewards - days - end - entry	23	182_event_rewards_days_end
183	taxes - investment - link - presale -	22	183_taxes_investment_link_presale
184	scam - coins - years - wallets - devs	22	184_scam_coins_years_wallets
185	pinksale - ends - link - fairlaunch - details	22	185_pinksale_ends_link_fairlaunch
186	pepebnb - chain - ama - today - minutes	22	186_pepebnb_chain_ama_today
187	change - update - cat - presale - hours	21	187_change_update_cat_presale
188	dextools - dex - holder - pepepal - gem	21	188_dextools_dex_holder_pepepal
189	tag - pepecoins - account - pepecoin - help	21	189_tag_pepecoins_account_pepecoin
190	frog - answer - king - mean - internet	21	190_frog_answer_king_mean
191	cointiger - scam - trust - morning - wallet	20	191_cointiger_scam_trust_morning
192	king - chain - lot - fun - users	20	192_king_chain_lot_fun
193	launchpad - king - frog - memecoins - character	20	193_launchpad_king_frog_memecoins
194	frog - liquidity - rewards - marketing - tax	20	194_frog_liquidity_rewards_marketing
195	tech - holder - events - cap - chart	20	195_tech_holder_events_cap
196	check - liquidity - inu - people - project	20	196_check_liquidity_inu_people
197	list - problem - bag - spot - month	19	197_list_problem_bag_spot
198	shitcoin - money - mini - year - bear	19	198_shitcoin_money_mini_year
199	devs - product - dev - tech - pepedex	19	199_devs_product_dev_tech
200	taxes - bnb - link - -	19	200_taxes_bnb_link_
201	gem - year - launch - moon - dev	19	201_gem_year_launch_moon
202	king - contest - safu - pepes - tier	19	202_king_contest_safu_pepes
203	fees - trading - event - -	19	203_fees_trading_event_
204	billionaire - link - - -	19	204_billionaire_link__
205	bitmart - comments - announcement - sign - details	19	205_bitmart_comments_announcement_sign
206	world - ownership - transactions - chance - communities	18	206_world_ownership_transactions_chance
207	trade - trading - fee - fees - volume	18	207_trade_trading_fee_fees
208	trend - kek - card - game - shill	18	208_trend_kek_card_game
209	alert - link - - -	17	209_alert_link__
210	way - token - doubt - tomorrow - benefits	17	210_way_token_doubt_tomorrow
211	raid - word - night - spaces - history	17	211_raid_word_night_spaces
212	change - update - volume - hours - btc	17	212_change_update_volume_hours
213	alert - link - wallet - -	17	213_alert_link_wallet_
214	guys - coins - website - address - logo	17	214_guys_coins_website_address
215	push - media - projects - polygon - turbo	17	215_push_media_projects_polygon
216	sir - swap - order - assets - admin	17	216_sir_swap_order_assets
217	plans - marketing - project - token - inu	17	217_plans_marketing_project_token
218	culture - cmc - pancakeswap - team - website	17	218_culture_cmc_pancakeswap_team
219	time - socials - culture - fun - wallet	17	219_time_socials_culture_fun
220	investment - taxes - bnb - -	17	220_investment_taxes_bnb_
221	mission - thing - blockchain - level - world	16	221_mission_thing_blockchain_level
222	gem - - - -	16	222_gem___
223	event - campaign - trading - guys -	16	223_event_campaign_trading_guys
224	rug - ways - hands - people - sell	16	224_rug_ways_hands_people
225	term - inu - rocket - -	16	225_term_inu_rocket_
226	link - - - -	16	226_link___
227	pepecoin - story - idea - plans - bunch	16	227_pepecoin_story_idea_plans

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

Framework versions

• Numpy: 1.21.6
• HDBSCAN: None
• UMAP: 0.5.3
• Pandas: 1.3.5
• Scikit-Learn: 1.0.2
• Sentence-transformers: 2.2.2
• Transformers: 4.30.1
• Numba: 0.56.4
• Plotly: 5.14.1
• Python: 3.7.12