Commit
·
d560fd3
1
Parent(s):
97a6ecb
Add BERTopic model
Browse files- README.md +296 -0
- config.json +15 -0
- ctfidf.safetensors +3 -0
- ctfidf_config.json +943 -0
- topic_embeddings.safetensors +3 -0
- topics.json +0 -0
README.md
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| 1 |
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| 2 |
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---
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tags:
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- bertopic
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library_name: bertopic
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pipeline_tag: text-classification
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---
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# topic_modelling_pepe
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This is a [BERTopic](https://github.com/MaartenGr/BERTopic) model.
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BERTopic is a flexible and modular topic modeling framework that allows for the generation of easily interpretable topics from large datasets.
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## Usage
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To use this model, please install BERTopic:
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```
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pip install -U bertopic
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```
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You can use the model as follows:
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```python
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from bertopic import BERTopic
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topic_model = BERTopic.load("guibvieira/topic_modelling_pepe")
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topic_model.get_topic_info()
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```
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## Topic overview
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* Number of topics: 229
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* Number of training documents: 17770
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<details>
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<summary>Click here for an overview of all topics.</summary>
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| Topic ID | Topic Keywords | Topic Frequency | Label |
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| 40 |
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|----------|----------------|-----------------|-------|
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| 41 |
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| -1 | activity - mining - trading - pepecoin - investors | 15 | -1_activity_mining_trading_pepecoin |
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| 42 |
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| 0 | bro - pepes - guys - good - man | 4181 | 0_bro_pepes_guys_good |
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| 43 |
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| 1 | whales - - - - | 1289 | 1_whales___ |
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| 44 |
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| 2 | pepecoin - pepecoins - need - lot - stuff | 651 | 2_pepecoin_pepecoins_need_lot |
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| 45 |
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| 3 | deal - exchange - group - website - telegram | 631 | 3_deal_exchange_group_website |
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| 46 |
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| 4 | fake - spaces - people - fuck - shit | 525 | 4_fake_spaces_people_fuck |
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| 47 |
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| 5 | coins - coin - shit - mate - currency | 232 | 5_coins_coin_shit_mate |
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| 48 |
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| 6 | info - audit - safu - team - launch | 229 | 6_info_audit_safu_team |
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| 49 |
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| 7 | time - socials - baby - culture - fun | 196 | 7_time_socials_baby_culture |
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| 50 |
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| 8 | pepecoins - tweet - twitter - pepecoin - tweets | 186 | 8_pepecoins_tweet_twitter_pepecoin |
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| 51 |
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| 9 | ideas - spot - level - idea - support | 181 | 9_ideas_spot_level_idea |
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| 52 |
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| 10 | crypto - world - attention - people - thing | 163 | 10_crypto_world_attention_people |
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| 53 |
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| 11 | project - projects - need - pepechain - frens | 161 | 11_project_projects_need_pepechain |
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| 54 |
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| 12 | buy - sell - selling - weeks - pepepal | 161 | 12_buy_sell_selling_weeks |
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| 55 |
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| 13 | memes - season - meme - term - face | 159 | 13_memes_season_meme_term |
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| 56 |
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| 14 | meme - coins - coin - season - pepefriends | 157 | 14_meme_coins_coin_season |
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| 57 |
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| 15 | token - tokens - information - eye - sense | 149 | 15_token_tokens_information_eye |
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| 58 |
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| 16 | pump - pumping - dump - wait - shit | 149 | 16_pump_pumping_dump_wait |
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| 59 |
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| 17 | binance - list - listing - shit - assets | 142 | 17_binance_list_listing_shit |
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| 60 |
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| 18 | kucoin - mexc - ama - exchanges - tier | 133 | 18_kucoin_mexc_ama_exchanges |
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| 61 |
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| 19 | tweet - tweets - love - twitter - message | 126 | 19_tweet_tweets_love_twitter |
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| 62 |
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| 20 | bitmart - pair - pepebnb - trading - assets | 123 | 20_bitmart_pair_pepebnb_trading |
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| 63 |
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| 21 | bitcoin - network - protocol - example - year | 118 | 21_bitcoin_network_protocol_example |
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| 64 |
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| 22 | profit - profits - money - gains - hope | 117 | 22_profit_profits_money_gains |
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| 65 |
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| 23 | link - pulse - gem - chain - | 106 | 23_link_pulse_gem_chain |
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| 66 |
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| 24 | submit - address - enter - airdrop - tasks | 97 | 24_submit_address_enter_airdrop |
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| 67 |
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| 25 | bonus - minimum - welcome - hours - mining | 95 | 25_bonus_minimum_welcome_hours |
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| 68 |
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| 26 | moon - cointiger - future - project - campaign | 94 | 26_moon_cointiger_future_project |
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| 69 |
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| 27 | btc - week - market - news - crypto | 89 | 27_btc_week_market_news |
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| 70 |
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| 28 | wallet - thanks - good - hope - working | 88 | 28_wallet_thanks_good_hope |
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| 71 |
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| 29 | link - utc - version - club - billionaire | 88 | 29_link_utc_version_club |
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| 72 |
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| 30 | memetic - pepecoin - meme - pepecoins - need | 88 | 30_memetic_pepecoin_meme_pepecoins |
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| 73 |
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| 31 | musk - rocket - mind - memecoins - months | 87 | 31_musk_rocket_mind_memecoins |
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| 74 |
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| 32 | airdrop - friends - pepefriends - tag - ones | 81 | 32_airdrop_friends_pepefriends_tag |
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| 75 |
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| 33 | place - bot - airdrop - date - tasks | 80 | 33_place_bot_airdrop_date |
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| 76 |
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| 34 | details - click - bot - pancakeswap - contract | 78 | 34_details_click_bot_pancakeswap |
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| 77 |
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| 35 | shiba - shib - inu - hope - mpepe | 77 | 35_shiba_shib_inu_hope |
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| 78 |
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| 36 | yesterday - opportunity - trend - cmc - today | 75 | 36_yesterday_opportunity_trend_cmc |
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| 79 |
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| 37 | staking - stake - works - luck - magic | 74 | 37_staking_stake_works_luck |
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| 80 |
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| 38 | nfts - ethereum - game - things - thing | 73 | 38_nfts_ethereum_game_things |
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| 81 |
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| 39 | profit - entry - strategy - help - list | 72 | 39_profit_entry_strategy_help |
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| 82 |
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| 40 | days - cap - whales - market - play | 71 | 40_days_cap_whales_market |
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| 83 |
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| 41 | prize - winners - giveaway - pool - page | 66 | 41_prize_winners_giveaway_pool |
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| 84 |
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| 42 | memecoin - memecoins - utilities - derivative - shitcoin | 64 | 42_memecoin_memecoins_utilities_derivative |
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| 85 |
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| 43 | loss - whale - days - memecoin - token | 63 | 43_loss_whale_days_memecoin |
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| 86 |
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| 44 | price - entry - value - thing - buyers | 60 | 44_price_entry_value_thing |
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| 87 |
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| 45 | usdt - event - guess - reward - help | 60 | 45_usdt_event_guess_reward |
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| 88 |
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| 46 | floki - guess - event - success - shib | 59 | 46_floki_guess_event_success |
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| 89 |
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| 47 | telegram - launch - presale - times - pepega | 59 | 47_telegram_launch_presale_times |
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| 90 |
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| 48 | bag - bags - hand - pepecoins - term | 58 | 48_bag_bags_hand_pepecoins |
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| 91 |
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| 49 | telegram - fairsale - times - launch - presale | 57 | 49_telegram_fairsale_times_launch |
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| 92 |
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| 50 | moon - pepefriends - army - lot - rug | 57 | 50_moon_pepefriends_army_lot |
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| 93 |
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| 51 | day - rewards - holders - ecosystem - swap | 55 | 51_day_rewards_holders_ecosystem |
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| 94 |
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| 52 | investment - investors - term - money - billionaire | 52 | 52_investment_investors_term_money |
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| 95 |
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| 53 | scam - thing - way - lol - copy | 52 | 53_scam_thing_way_lol |
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| 96 |
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| 54 | plan - action - chat - work - mpepe | 52 | 54_plan_action_chat_work |
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| 97 |
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| 55 | mins - event - presale - link - leader | 51 | 55_mins_event_presale_link |
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| 98 |
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| 56 | elon - tweet - musk - increase - tweets | 50 | 56_elon_tweet_musk_increase |
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| 99 |
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| 57 | airdrop - referral - date - distribution - fee | 50 | 57_airdrop_referral_date_distribution |
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| 100 |
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| 58 | friends - pepefriends - benefits - days - sale | 50 | 58_friends_pepefriends_benefits_days |
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| 101 |
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| 59 | memecoins - cap - market - time - marketcap | 49 | 59_memecoins_cap_market_time |
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| 102 |
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| 60 | frogs - frog - liquidity - rewards - marketing | 49 | 60_frogs_frog_liquidity_rewards |
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| 103 |
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| 61 | tweets - puppy - shill - links - inu | 49 | 61_tweets_puppy_shill_links |
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| 104 |
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| 62 | link - wallet - - - | 49 | 62_link_wallet__ |
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| 105 |
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| 63 | dollars - days - cap - market - space | 48 | 63_dollars_days_cap_market |
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| 106 |
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| 64 | pepeai - version - ways - jump - words | 47 | 64_pepeai_version_ways_jump |
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| 107 |
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| 65 | link - - - - | 47 | 65_link___ |
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| 108 |
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| 66 | problem - plans - millions - term - shib | 47 | 66_problem_plans_millions_term |
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| 109 |
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| 67 | link - utc - presale - - | 47 | 67_link_utc_presale_ |
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| 110 |
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| 68 | taxes - chart - bnb - pepefather - chain | 47 | 68_taxes_chart_bnb_pepefather |
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| 111 |
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| 69 | logo - pepepal - pepecoin - shit - hand | 46 | 69_logo_pepepal_pepecoin_shit |
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| 112 |
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| 70 | moment - pump - tag - green - guess | 46 | 70_moment_pump_tag_green |
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| 113 |
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| 71 | spaces - question - morning - ride - pepes | 46 | 71_spaces_question_morning_ride |
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| 114 |
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| 72 | mins - contact - event - bag - launch | 45 | 72_mins_contact_event_bag |
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| 115 |
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| 73 | investment - link - version - - | 45 | 73_investment_link_version_ |
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| 116 |
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| 74 | marketcap - cap - market - mil - dude | 44 | 74_marketcap_cap_market_mil |
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| 117 |
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| 75 | place - memecoin - market - bull - cap | 44 | 75_place_memecoin_market_bull |
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| 118 |
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| 76 | channels - wallets - ecosystem - experience - cryptocurrency | 42 | 76_channels_wallets_ecosystem_experience |
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| 119 |
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| 77 | hate - groups - exchange - - | 42 | 77_hate_groups_exchange_ |
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| 120 |
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| 78 | events - holder - cap - chart - trade | 42 | 78_events_holder_cap_chart |
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| 121 |
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| 79 | weeks - profits - price - whales - gems | 42 | 79_weeks_profits_price_whales |
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| 122 |
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| 80 | transaction - utilities - influencers - event - holders | 42 | 80_transaction_utilities_influencers_event |
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| 123 |
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| 81 | picture - topic - hate - groups - symbol | 41 | 81_picture_topic_hate_groups |
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| 124 |
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| 82 | frog - frogs - thing - memes - meme | 41 | 82_frog_frogs_thing_memes |
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| 125 |
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| 83 | community - - - - | 41 | 83_community___ |
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| 126 |
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| 84 | symbol - exchange - - - | 41 | 84_symbol_exchange__ |
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| 127 |
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| 85 | hour - doubt - min - fuck - risk | 41 | 85_hour_doubt_min_fuck |
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| 128 |
+
| 86 | chat - group - pepeai - vibes - sort | 41 | 86_chat_group_pepeai_vibes |
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| 129 |
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| 87 | chat - times - launch - liquidity - launching | 41 | 87_chat_times_launch_liquidity |
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| 130 |
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| 88 | presale - bnb - link - leader - play | 41 | 88_presale_bnb_link_leader |
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| 131 |
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| 89 | dump - dip - buying - shit - guys | 41 | 89_dump_dip_buying_shit |
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| 132 |
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| 90 | whale - whales - friend - lol - buy | 40 | 90_whale_whales_friend_lol |
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| 133 |
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| 91 | meme - - - - | 40 | 91_meme___ |
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| 134 |
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| 92 | red - drop - - - | 40 | 92_red_drop__ |
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| 135 |
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| 93 | play - link - - - | 40 | 93_play_link__ |
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| 136 |
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| 94 | taxes - bnb - play - club - tax | 40 | 94_taxes_bnb_play_club |
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| 137 |
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| 95 | whales - tokens - billionaire - love - whale | 40 | 95_whales_tokens_billionaire_love |
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| 138 |
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| 96 | tomorrow - launch - media - pepeai - hours | 39 | 96_tomorrow_launch_media_pepeai |
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| 139 |
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| 97 | link - utc - inu - - | 39 | 97_link_utc_inu_ |
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| 140 |
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| 98 | transaction - fees - tier - trade - distribution | 39 | 98_transaction_fees_tier_trade |
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| 141 |
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| 99 | referral - reward - mpepe - airdrop - distribution | 38 | 99_referral_reward_mpepe_airdrop |
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| 142 |
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| 100 | action - drop - price - profits - gems | 38 | 100_action_drop_price_profits |
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| 143 |
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| 101 | week - position - members - chat - stealth | 38 | 101_week_position_members_chat |
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| 144 |
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| 102 | market - bull - run - today - red | 38 | 102_market_bull_run_today |
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| 145 |
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| 103 | hype - year - version - things - season | 38 | 103_hype_year_version_things |
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| 146 |
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| 104 | pulse - mcap - bridge - dev - liquidity | 37 | 104_pulse_mcap_bridge_dev |
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| 147 |
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| 105 | holder - events - cap - chart - trade | 37 | 105_holder_events_cap_chart |
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| 148 |
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| 106 | deal - exchange - listing - group - utc | 37 | 106_deal_exchange_listing_group |
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| 149 |
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| 107 | game - bet - baby - tier - stake | 37 | 107_game_bet_baby_tier |
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| 150 |
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| 108 | raid - tweets - guy - gem - trust | 37 | 108_raid_tweets_guy_gem |
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| 151 |
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| 109 | devs - projects - project - metaverse - focus | 37 | 109_devs_projects_project_metaverse |
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| 152 |
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| 110 | track - cmc - marketing - gem - team | 37 | 110_track_cmc_marketing_gem |
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| 153 |
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| 111 | link - - - - | 36 | 111_link___ |
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| 154 |
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| 112 | claim - connect - fees - wallet - user | 36 | 112_claim_connect_fees_wallet |
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| 155 |
+
| 113 | mcap - dude - cex - dollars - holders | 36 | 113_mcap_dude_cex_dollars |
|
| 156 |
+
| 114 | fees - gas - fee - exchanges - sir | 36 | 114_fees_gas_fee_exchanges |
|
| 157 |
+
| 115 | coinbase - hate - symbol - news - army | 36 | 115_coinbase_hate_symbol_news |
|
| 158 |
+
| 116 | trade - alot - trading - non - bots | 35 | 116_trade_alot_trading_non |
|
| 159 |
+
| 117 | gem - lock - zone - growth - liquidity | 35 | 117_gem_lock_zone_growth |
|
| 160 |
+
| 118 | tax - link - chain - minutes - liquidity | 35 | 118_tax_link_chain_minutes |
|
| 161 |
+
| 119 | pepeai - network - power - work - utility | 34 | 119_pepeai_network_power_work |
|
| 162 |
+
| 120 | nft - campaign - ape - today - week | 34 | 120_nft_campaign_ape_today |
|
| 163 |
+
| 121 | contact - listings - zone - message - list | 34 | 121_contact_listings_zone_message |
|
| 164 |
+
| 122 | aipepe - address - users - event - trade | 34 | 122_aipepe_address_users_event |
|
| 165 |
+
| 123 | mins - click - event - presale - link | 34 | 123_mins_click_event_presale |
|
| 166 |
+
| 124 | updates - share - friends - coin - mania | 34 | 124_updates_share_friends_coin |
|
| 167 |
+
| 125 | video - youtube - comment - channels - way | 33 | 125_video_youtube_comment_channels |
|
| 168 |
+
| 126 | sign - coins - campaign - trade - week | 33 | 126_sign_coins_campaign_trade |
|
| 169 |
+
| 127 | investment - link - games - king - inu | 32 | 127_investment_link_games_king |
|
| 170 |
+
| 128 | trust - wallet - wallets - currency - lot | 32 | 128_trust_wallet_wallets_currency |
|
| 171 |
+
| 129 | cointiger - details - break - shiba - experience | 32 | 129_cointiger_details_break_shiba |
|
| 172 |
+
| 130 | game - case - links - times - fair | 32 | 130_game_case_links_times |
|
| 173 |
+
| 131 | rekt - hype - tokens - meme - vibes | 32 | 131_rekt_hype_tokens_meme |
|
| 174 |
+
| 132 | low - community - fee - space - gas | 31 | 132_low_community_fee_space |
|
| 175 |
+
| 133 | blockchain - build - utilities - token - meme | 31 | 133_blockchain_build_utilities_token |
|
| 176 |
+
| 134 | value - chart - market - data - ways | 31 | 134_value_chart_market_data |
|
| 177 |
+
| 135 | referral - refer - friends - link - rewards | 31 | 135_referral_refer_friends_link |
|
| 178 |
+
| 136 | games - features - investors - rewards - game | 30 | 136_games_features_investors_rewards |
|
| 179 |
+
| 137 | ethereum - volume - liquidity - price - network | 30 | 137_ethereum_volume_liquidity_price |
|
| 180 |
+
| 138 | position - tech - events - cap - chart | 30 | 138_position_tech_events_cap |
|
| 181 |
+
| 139 | gas - holders - volume - tax - chart | 30 | 139_gas_holders_volume_tax |
|
| 182 |
+
| 140 | bridge - algorand - launch - chain - mainnet | 30 | 140_bridge_algorand_launch_chain |
|
| 183 |
+
| 141 | trend - trust - pepebnb - issue - mcap | 29 | 141_trend_trust_pepebnb_issue |
|
| 184 |
+
| 142 | refer - claim - referral - airdrop - distribution | 29 | 142_refer_claim_referral_airdrop |
|
| 185 |
+
| 143 | holders - binance - chain - events - buy | 29 | 143_holders_binance_chain_events |
|
| 186 |
+
| 144 | win - cointiger - form - tag - chance | 29 | 144_win_cointiger_form_tag |
|
| 187 |
+
| 145 | inu - projects - times - eyes - trump | 28 | 145_inu_projects_times_eyes |
|
| 188 |
+
| 146 | taxes - chart - bnb - pepeverse - utc | 28 | 146_taxes_chart_bnb_pepeverse |
|
| 189 |
+
| 147 | position - mcap - buy - chart - price | 28 | 147_position_mcap_buy_chart |
|
| 190 |
+
| 148 | period - benefits - sign - win - utc | 28 | 148_period_benefits_sign_win |
|
| 191 |
+
| 149 | derivative - point - kind - holders - page | 28 | 149_derivative_point_kind_holders |
|
| 192 |
+
| 150 | channel - list - airdrop - group - distribution | 27 | 150_channel_list_airdrop_group |
|
| 193 |
+
| 151 | time - socials - culture - fun - wallet | 27 | 151_time_socials_culture_fun |
|
| 194 |
+
| 152 | build - lock - contract - community - liquidity | 26 | 152_build_lock_contract_community |
|
| 195 |
+
| 153 | funds - dex - position - card - price | 26 | 153_funds_dex_position_card |
|
| 196 |
+
| 154 | giveaway - audit - cex - revolution - goal | 26 | 154_giveaway_audit_cex_revolution |
|
| 197 |
+
| 155 | spaces - pepecoins - space - know - pepecoin | 26 | 155_spaces_pepecoins_space_know |
|
| 198 |
+
| 156 | pepedex - frens - focus - weekend - pepemon | 26 | 156_pepedex_frens_focus_weekend |
|
| 199 |
+
| 157 | moon - partnership - revolution - tokenomics - chat | 26 | 157_moon_partnership_revolution_tokenomics |
|
| 200 |
+
| 158 | prize - bnb - events - buy - card | 26 | 158_prize_bnb_events_buy |
|
| 201 |
+
| 159 | search - success - groups - rise - track | 25 | 159_search_success_groups_rise |
|
| 202 |
+
| 160 | lock - ownership - month - mcap - moon | 25 | 160_lock_ownership_month_mcap |
|
| 203 |
+
| 161 | mexc - launchpad - app - utc - period | 25 | 161_mexc_launchpad_app_utc |
|
| 204 |
+
| 162 | gem - gems - project - group - developers | 25 | 162_gem_gems_project_group |
|
| 205 |
+
| 163 | link - - - - | 25 | 163_link___ |
|
| 206 |
+
| 164 | pump - minutes - message - announcement - members | 24 | 164_pump_minutes_message_announcement |
|
| 207 |
+
| 165 | link - utc - - - | 24 | 165_link_utc__ |
|
| 208 |
+
| 166 | billionaire - mins - event - leader - end | 24 | 166_billionaire_mins_event_leader |
|
| 209 |
+
| 167 | link - utc - - - | 24 | 167_link_utc__ |
|
| 210 |
+
| 168 | drop - tasks - place - bonus - wallet | 24 | 168_drop_tasks_place_bonus |
|
| 211 |
+
| 169 | price - volume - focus - gems - assets | 24 | 169_price_volume_focus_gems |
|
| 212 |
+
| 170 | pinksale - link - - - | 24 | 170_pinksale_link__ |
|
| 213 |
+
| 171 | wallet - copy - code - words - app | 24 | 171_wallet_copy_code_words |
|
| 214 |
+
| 172 | days - fomo - coins - coin - tweet | 24 | 172_days_fomo_coins_coin |
|
| 215 |
+
| 173 | events - game - rewards - friends - tokenomics | 24 | 173_events_game_rewards_friends |
|
| 216 |
+
| 174 | pancakeswap - supply - swap - tomorrow - updates | 24 | 174_pancakeswap_supply_swap_tomorrow |
|
| 217 |
+
| 175 | ama - dextools - launch - memes - marketing | 24 | 175_ama_dextools_launch_memes |
|
| 218 |
+
| 176 | crypto - channel - use - video - code | 23 | 176_crypto_channel_use_video |
|
| 219 |
+
| 177 | pepefriends - presale - pepebnb - minutes - hour | 23 | 177_pepefriends_presale_pepebnb_minutes |
|
| 220 |
+
| 178 | reward - winners - user - airdrop - refer | 23 | 178_reward_winners_user_airdrop |
|
| 221 |
+
| 179 | wojak - turbo - sense - play - person | 23 | 179_wojak_turbo_sense_play |
|
| 222 |
+
| 180 | change - pepecoin - kind - difference - ecosystem | 23 | 180_change_pepecoin_kind_difference |
|
| 223 |
+
| 181 | taxes - chart - leader - club - bnb | 23 | 181_taxes_chart_leader_club |
|
| 224 |
+
| 182 | event - rewards - days - end - entry | 23 | 182_event_rewards_days_end |
|
| 225 |
+
| 183 | taxes - investment - link - presale - | 22 | 183_taxes_investment_link_presale |
|
| 226 |
+
| 184 | scam - coins - years - wallets - devs | 22 | 184_scam_coins_years_wallets |
|
| 227 |
+
| 185 | pinksale - ends - link - fairlaunch - details | 22 | 185_pinksale_ends_link_fairlaunch |
|
| 228 |
+
| 186 | pepebnb - chain - ama - today - minutes | 22 | 186_pepebnb_chain_ama_today |
|
| 229 |
+
| 187 | change - update - cat - presale - hours | 21 | 187_change_update_cat_presale |
|
| 230 |
+
| 188 | dextools - dex - holder - pepepal - gem | 21 | 188_dextools_dex_holder_pepepal |
|
| 231 |
+
| 189 | tag - pepecoins - account - pepecoin - help | 21 | 189_tag_pepecoins_account_pepecoin |
|
| 232 |
+
| 190 | frog - answer - king - mean - internet | 21 | 190_frog_answer_king_mean |
|
| 233 |
+
| 191 | cointiger - scam - trust - morning - wallet | 20 | 191_cointiger_scam_trust_morning |
|
| 234 |
+
| 192 | king - chain - lot - fun - users | 20 | 192_king_chain_lot_fun |
|
| 235 |
+
| 193 | launchpad - king - frog - memecoins - character | 20 | 193_launchpad_king_frog_memecoins |
|
| 236 |
+
| 194 | frog - liquidity - rewards - marketing - tax | 20 | 194_frog_liquidity_rewards_marketing |
|
| 237 |
+
| 195 | tech - holder - events - cap - chart | 20 | 195_tech_holder_events_cap |
|
| 238 |
+
| 196 | check - liquidity - inu - people - project | 20 | 196_check_liquidity_inu_people |
|
| 239 |
+
| 197 | list - problem - bag - spot - month | 19 | 197_list_problem_bag_spot |
|
| 240 |
+
| 198 | shitcoin - money - mini - year - bear | 19 | 198_shitcoin_money_mini_year |
|
| 241 |
+
| 199 | devs - product - dev - tech - pepedex | 19 | 199_devs_product_dev_tech |
|
| 242 |
+
| 200 | taxes - bnb - link - - | 19 | 200_taxes_bnb_link_ |
|
| 243 |
+
| 201 | gem - year - launch - moon - dev | 19 | 201_gem_year_launch_moon |
|
| 244 |
+
| 202 | king - contest - safu - pepes - tier | 19 | 202_king_contest_safu_pepes |
|
| 245 |
+
| 203 | fees - trading - event - - | 19 | 203_fees_trading_event_ |
|
| 246 |
+
| 204 | billionaire - link - - - | 19 | 204_billionaire_link__ |
|
| 247 |
+
| 205 | bitmart - comments - announcement - sign - details | 19 | 205_bitmart_comments_announcement_sign |
|
| 248 |
+
| 206 | world - ownership - transactions - chance - communities | 18 | 206_world_ownership_transactions_chance |
|
| 249 |
+
| 207 | trade - trading - fee - fees - volume | 18 | 207_trade_trading_fee_fees |
|
| 250 |
+
| 208 | trend - kek - card - game - shill | 18 | 208_trend_kek_card_game |
|
| 251 |
+
| 209 | alert - link - - - | 17 | 209_alert_link__ |
|
| 252 |
+
| 210 | way - token - doubt - tomorrow - benefits | 17 | 210_way_token_doubt_tomorrow |
|
| 253 |
+
| 211 | raid - word - night - spaces - history | 17 | 211_raid_word_night_spaces |
|
| 254 |
+
| 212 | change - update - volume - hours - btc | 17 | 212_change_update_volume_hours |
|
| 255 |
+
| 213 | alert - link - wallet - - | 17 | 213_alert_link_wallet_ |
|
| 256 |
+
| 214 | guys - coins - website - address - logo | 17 | 214_guys_coins_website_address |
|
| 257 |
+
| 215 | push - media - projects - polygon - turbo | 17 | 215_push_media_projects_polygon |
|
| 258 |
+
| 216 | sir - swap - order - assets - admin | 17 | 216_sir_swap_order_assets |
|
| 259 |
+
| 217 | plans - marketing - project - token - inu | 17 | 217_plans_marketing_project_token |
|
| 260 |
+
| 218 | culture - cmc - pancakeswap - team - website | 17 | 218_culture_cmc_pancakeswap_team |
|
| 261 |
+
| 219 | time - socials - culture - fun - wallet | 17 | 219_time_socials_culture_fun |
|
| 262 |
+
| 220 | investment - taxes - bnb - - | 17 | 220_investment_taxes_bnb_ |
|
| 263 |
+
| 221 | mission - thing - blockchain - level - world | 16 | 221_mission_thing_blockchain_level |
|
| 264 |
+
| 222 | gem - - - - | 16 | 222_gem___ |
|
| 265 |
+
| 223 | event - campaign - trading - guys - | 16 | 223_event_campaign_trading_guys |
|
| 266 |
+
| 224 | rug - ways - hands - people - sell | 16 | 224_rug_ways_hands_people |
|
| 267 |
+
| 225 | term - inu - rocket - - | 16 | 225_term_inu_rocket_ |
|
| 268 |
+
| 226 | link - - - - | 16 | 226_link___ |
|
| 269 |
+
| 227 | pepecoin - story - idea - plans - bunch | 16 | 227_pepecoin_story_idea_plans |
|
| 270 |
+
|
| 271 |
+
</details>
|
| 272 |
+
|
| 273 |
+
## Training hyperparameters
|
| 274 |
+
|
| 275 |
+
* calculate_probabilities: False
|
| 276 |
+
* language: None
|
| 277 |
+
* low_memory: False
|
| 278 |
+
* min_topic_size: 10
|
| 279 |
+
* n_gram_range: (1, 1)
|
| 280 |
+
* nr_topics: None
|
| 281 |
+
* seed_topic_list: None
|
| 282 |
+
* top_n_words: 10
|
| 283 |
+
* verbose: True
|
| 284 |
+
|
| 285 |
+
## Framework versions
|
| 286 |
+
|
| 287 |
+
* Numpy: 1.21.6
|
| 288 |
+
* HDBSCAN: None
|
| 289 |
+
* UMAP: 0.5.3
|
| 290 |
+
* Pandas: 1.3.5
|
| 291 |
+
* Scikit-Learn: 1.0.2
|
| 292 |
+
* Sentence-transformers: 2.2.2
|
| 293 |
+
* Transformers: 4.30.1
|
| 294 |
+
* Numba: 0.56.4
|
| 295 |
+
* Plotly: 5.14.1
|
| 296 |
+
* Python: 3.7.12
|
config.json
ADDED
|
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"calculate_probabilities": false,
|
| 3 |
+
"language": null,
|
| 4 |
+
"low_memory": false,
|
| 5 |
+
"min_topic_size": 10,
|
| 6 |
+
"n_gram_range": [
|
| 7 |
+
1,
|
| 8 |
+
1
|
| 9 |
+
],
|
| 10 |
+
"nr_topics": null,
|
| 11 |
+
"seed_topic_list": null,
|
| 12 |
+
"top_n_words": 10,
|
| 13 |
+
"verbose": true,
|
| 14 |
+
"embedding_model": "sentence-transformers/all-MiniLM-L6-v2"
|
| 15 |
+
}
|
ctfidf.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2e4db680dfa48ff369f0ee45ef2801ee8f1f0dcb8dae1494fffe30daa5581571
|
| 3 |
+
size 288948
|
ctfidf_config.json
ADDED
|
@@ -0,0 +1,943 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
| 1 |
+
{
|
| 2 |
+
"ctfidf_model": {
|
| 3 |
+
"bm25_weighting": false,
|
| 4 |
+
"reduce_frequent_words": false
|
| 5 |
+
},
|
| 6 |
+
"vectorizer_model": {
|
| 7 |
+
"params": {
|
| 8 |
+
"analyzer": "word",
|
| 9 |
+
"binary": false,
|
| 10 |
+
"decode_error": "strict",
|
| 11 |
+
"encoding": "utf-8",
|
| 12 |
+
"input": "content",
|
| 13 |
+
"lowercase": true,
|
| 14 |
+
"max_df": 0.9,
|
| 15 |
+
"max_features": null,
|
| 16 |
+
"min_df": 0.05,
|
| 17 |
+
"ngram_range": [
|
| 18 |
+
1,
|
| 19 |
+
1
|
| 20 |
+
],
|
| 21 |
+
"stop_words": "english",
|
| 22 |
+
"strip_accents": "ascii",
|
| 23 |
+
"token_pattern": "(?u)\\b\\w\\w+\\b",
|
| 24 |
+
"vocabulary": null
|
| 25 |
+
},
|
| 26 |
+
"vocab": {
|
| 27 |
+
"people": 580,
|
| 28 |
+
"understand": 840,
|
| 29 |
+
"coin": 138,
|
| 30 |
+
"gave": 317,
|
| 31 |
+
"going": 331,
|
| 32 |
+
"pump": 650,
|
| 33 |
+
"years": 908,
|
| 34 |
+
"forget": 295,
|
| 35 |
+
"look": 474,
|
| 36 |
+
"miss": 531,
|
| 37 |
+
"pepearmy": 582,
|
| 38 |
+
"buy": 99,
|
| 39 |
+
"later": 435,
|
| 40 |
+
"guys": 348,
|
| 41 |
+
"list": 459,
|
| 42 |
+
"dev": 194,
|
| 43 |
+
"supply": 773,
|
| 44 |
+
"burned": 97,
|
| 45 |
+
"price": 633,
|
| 46 |
+
"days": 184,
|
| 47 |
+
"smart": 741,
|
| 48 |
+
"money": 535,
|
| 49 |
+
"memes": 513,
|
| 50 |
+
"new": 549,
|
| 51 |
+
"world": 900,
|
| 52 |
+
"cryptocurrency": 173,
|
| 53 |
+
"experienced": 257,
|
| 54 |
+
"significant": 734,
|
| 55 |
+
"past": 578,
|
| 56 |
+
"floki": 287,
|
| 57 |
+
"game": 314,
|
| 58 |
+
"reward": 688,
|
| 59 |
+
"distribution": 207,
|
| 60 |
+
"date": 182,
|
| 61 |
+
"like": 455,
|
| 62 |
+
"saying": 709,
|
| 63 |
+
"don": 215,
|
| 64 |
+
"funds": 309,
|
| 65 |
+
"legit": 448,
|
| 66 |
+
"usdt": 849,
|
| 67 |
+
"yes": 909,
|
| 68 |
+
"usd": 848,
|
| 69 |
+
"according": 2,
|
| 70 |
+
"different": 202,
|
| 71 |
+
"admin": 13,
|
| 72 |
+
"times": 806,
|
| 73 |
+
"does": 208,
|
| 74 |
+
"dollars": 214,
|
| 75 |
+
"receive": 671,
|
| 76 |
+
"won": 891,
|
| 77 |
+
"just": 420,
|
| 78 |
+
"wrong": 904,
|
| 79 |
+
"team": 788,
|
| 80 |
+
"know": 426,
|
| 81 |
+
"difference": 201,
|
| 82 |
+
"face": 263,
|
| 83 |
+
"problem": 637,
|
| 84 |
+
"talk": 782,
|
| 85 |
+
"support": 774,
|
| 86 |
+
"send": 719,
|
| 87 |
+
"instead": 402,
|
| 88 |
+
"guess": 346,
|
| 89 |
+
"spot": 752,
|
| 90 |
+
"trading": 820,
|
| 91 |
+
"campaign": 105,
|
| 92 |
+
"distributed": 206,
|
| 93 |
+
"kucoin": 429,
|
| 94 |
+
"says": 710,
|
| 95 |
+
"working": 898,
|
| 96 |
+
"join": 415,
|
| 97 |
+
"market": 496,
|
| 98 |
+
"analysis": 27,
|
| 99 |
+
"trending": 824,
|
| 100 |
+
"memecoins": 512,
|
| 101 |
+
"aidoge": 18,
|
| 102 |
+
"utc": 855,
|
| 103 |
+
"trade": 818,
|
| 104 |
+
"tell": 791,
|
| 105 |
+
"token": 808,
|
| 106 |
+
"win": 886,
|
| 107 |
+
"feel": 279,
|
| 108 |
+
"plan": 611,
|
| 109 |
+
"making": 492,
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| 923 |
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|
| 924 |
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| 926 |
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|
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|
| 928 |
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| 929 |
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|
| 933 |
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|
| 934 |
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| 935 |
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|
| 936 |
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| 937 |
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|
| 938 |
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|
| 939 |
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|
| 940 |
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|
| 941 |
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}
|
| 942 |
+
}
|
| 943 |
+
}
|
topic_embeddings.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:2cb51405038460eb44197e3d8e018c72349a0da297fb0abb79da958ba142d342
|
| 3 |
+
size 351832
|
topics.json
ADDED
|
The diff for this file is too large to render.
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|
|
|