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

	# ISSR_Dark_Web_121Topics

	This is a [BERTopic](https://github.com/MaartenGr/BERTopic) model.
	BERTopic is a flexible and modular topic modeling framework that allows for the generation of easily interpretable topics from large datasets.

	## Usage

	To use this model, please install BERTopic:

	```
	pip install -U bertopic
	```

	You can use the model as follows:

	```python
	from bertopic import BERTopic
	topic_model = BERTopic.load("D0men1c0/ISSR_Dark_Web_121Topics")

	topic_model.get_topic_info()
	```

	You can make predictions as follows:
	```python
	sentence = ['Fentanyl']
	topic, _ = topic_model.transform(sentence)
	topic_model.get_topic_info(topic[0])
	```

	## Topic overview

	* Number of topics: 122
	* Number of training documents: 260996

	<details>
	<summary>Click here for an overview of all topics.</summary>

	\| Topic ID \| Topic Keywords \| Topic Frequency \| Label \|
	\|----------\|----------------\|-----------------\|-------\|
	\| -1 \| vendor - order - nt - market - link \| 509 \| Outliers \|
	\| 0 \| cart - weed - strain - thc - bud \| 91708 \| Product Reviews and Purchases \|
	\| 1 \| deposit - address - ticket - btc - wallet \| 14083 \| Empire Deposit & Withdrawal Issues \|
	\| 2 \| key - pgp - account - pgp key - password \| 5365 \| PGP Key Security \|
	\| 3 \| order - shipped - ordered - day - week \| 5696 \| Order Shipping Status \|
	\| 4 \| scam - scammer - scam scam - scam scam scam - scammed \| 3368 \| Vendor Scams and Detection \|
	\| 5 \| thanks - thank - lol - man - bro \| 3187 \| Friendly Positive Talk \|
	\| 6 \| ship - country - eu - shipping - uk \| 4584 \| Shipping in EU Countries \|
	\| 7 \| coke - cocaine - quality - product - good \| 3425 \| High Quality Cocaine \|
	\| 8 \| card - carding - cc - gift card - gift \| 2846 \| Carding Strategies \|
	\| 9 \| pgp - begin pgp - begin - pgp signature - signature \| 3283 \| PGP Signature End \|
	\| 10 \| lsd - tab - ug - acid - blotter \| 2462 \| LSD Tab Marketplace Reviews \|
	\| 11 \| vendor - good - anyone - know - legit \| 2562 \| Vendor Recommendation \|
	\| 12 \| dispute - refund - mod - order - moderator \| 2692 \| Dispute Resolution \|
	\| 13 \| wsm - dream - market - exit - vendor \| 2100 \| WSM Exit Scam Warnings \|
	\| 14 \| drug - police - get - nt - house \| 1970 \| Drugs and Police Enforcement \|
	\| 15 \| monero - xmr - wallet - btc - exchange \| 2214 \| Monero Wallet Exchange and Bitcoin Use \|
	\| 16 \| ddos - attack - ddos attack - mirror - market \| 2995 \| Dread Market DDoS Attack \|
	\| 17 \| mdma - mda - price - quality - vendor \| 1773 \| MDMA Vendor Quality Prices \|
	\| 18 \| darknet - clearnet - dark - link - darknetmarkets \| 1925 \| Darknet Market \|
	\| 19 \| sub - post - mod - banned - link \| 1887 \| Dread Market Forum Rules and Bans \|
	\| 20 \| bar - alp - hulk - press - pack \| 1942 \| Alprazolam Pressed Bars Reviews \|
	\| 21 \| xanax - bar - alp - mg - alprazolam \| 2350 \| Xanax Bars and Vendors \|
	\| 22 \| market - new market - market market - good - new \| 2036 \| Market Upgrade Support \|
	\| 23 \| feedback - review - vendor - negative - positive \| 1650 \| ecommerce feedback \|
	\| 24 \| mirror - working - working mirror - mirror link - link \| 1802 \| Mirror Link Working \|
	\| 25 \| mg - pill - tablet - price - xtc \| 1228 \| Drug Sales \|
	\| 26 \| box - mail - package - address - po \| 3778 \| Mail Delivery Issues \|
	\| 27 \| review - thanks - thanks review - review thanks - nice review \| 2829 \| Positive Reviews Thank You Notes Nice \|
	\| 28 \| ticket - support ticket - support - se en - se \| 1242 \| Support Ticket Confusion \|
	\| 29 \| cryptonia - market - empire - nightmare - vendor \| 1331 \| Cryptonia Market \|
	\| 30 \| escrow - fe - use escrow - vendor - market \| 1214 \| Market Escrow Usage \|
	\| 31 \| onion - dot onion - dot - onion link - onion site \| 1216 \| Onion Links \|
	\| 32 \| det - er - og - har - jeg \| 1226 \| Kola;Vendor;Stealth Shipping;Review;Norway \|
	\| 33 \| tor - browser - network - javascript - tor browser \| 1126 \| Anonymous Browsing and Tor Networks \|
	\| 34 \| dread - reddit - post - dread dread - sub \| 1109 \| community appreciation \|
	\| 35 \| meth - business day - business - day - good \| 1074 \| Meth Vendor Quality Review \|
	\| 36 \| fent - fentanyl - opiate - heroin - nt \| 1161 \| Fentanyl Opiate Discussion \|
	\| 37 \| link - link link - point link comment - link point link - link comment post \| 1695 \| Links and Posts \|
	\| 38 \| pack - week - day - ordered - land \| 1332 \| Package Delay and Shipping \|
	\| 39 \| pm - interested - looking - find - please \| 1499 \| PM Interested Help Explanation \|
	\| 40 \| hugbunter - hugbunter hugbunter - link hugbunter - hugbunter link - link hugbunter hugbunter \| 1157 \| hugbunter links \|
	\| 41 \| drug - police - court - enforcement - investigation \| 923 \| Darknet Drug Enforcement \|
	\| 42 \| stealth - good - good stealth - vendor - shipping \| 849 \| Good Stealth Vendor Shipping \|
	\| 43 \| counterfeit - note - euro - bill - pen \| 968 \| Counterfeit Money Sales \|
	\| 44 \| empire - nightmare - empire empire - find empire - empire nightmare \| 1010 \| Empire Name Search \|
	\| 45 \| day - waiting - week - month - hour \| 1040 \| Waiting Time \|
	\| 46 \| id - passport - fake - license - scan \| 1681 \| Fake IDs & Documents \|
	\| 47 \| bank - account - drop - bank drop - cash \| 1079 \| Bank Drop Transaction \|
	\| 48 \| wickr - use wickr - using wickr - contact - via wickr \| 1850 \| Wickr Abuse Policy Protect Wickr Community \|
	\| 49 \| de - und - que - un - da \| 751 \| German Darknet Market \|
	\| 50 \| phishing - phishing link - link - phished - phishing site \| 740 \| Phishing Detection Techniques \|
	\| 51 \| dream - nightmare - dream dream - anyone - like \| 1041 \| Dream Nightmare Experience \|
	\| 52 \| price - sale - promo - sell - buy \| 756 \| Sale;Promotional Offers;Good Deals \|
	\| 53 \| tails - tail - usb - electrum - persistent \| 1101 \| Tails;Electrum;Persistent File;USB Installation \|
	\| 54 \| adderall - amphetamine - mg - replacement - speed \| 1190 \| Adderall Replacement Pills \|
	\| 55 \| cancel - order - auto - cancel order - day \| 879 \| Auto Cancel Orders \|
	\| 56 \| mushroom - shrooms - cubensis - psilocybin - spore \| 963 \| Mushroom Guide & Dosage Information \|
	\| 57 \| ketamine - gm - gm gm - gm gm gm - vendor \| 763 \| Ketamine Vendor Quality Shard \|
	\| 58 \| exit - exit scam - scam - exit scamming - exit scammed \| 696 \| Exit Scam Market \|
	\| 59 \| phone - burner - sim - card - number \| 691 \| Burner Phone Usage \|
	\| 60 \| dream - market - dream market - nightmare - nightmare market \| 830 \| Dream Market \|
	\| 61 \| bond - vendor bond - vendor - bond back - market \| 860 \| Vendor Bond Waiver Market \|
	\| 62 \| vpn - tor - use - using - proxy \| 546 \| VPN and Tor Use \|
	\| 63 \| jabber - telegram - xmpp - pidgin - otr \| 1054 \| Jabber/XMPP/OTR Chat Clients \|
	\| 64 \| dmt - psychedelics - per - psychedelic - changa \| 588 \| DMT Psychedelics Prices \|
	\| 65 \| captcha - captchas - page - enter - login \| 697 \| Captcha Issues in Darknet Market \|
	\| 66 \| sample - free sample - free - review - sample pack \| 526 \| Free Sample Order \|
	\| 67 \| update - issue - problem - working - fixed \| 682 \| Fixed Bug Issue \|
	\| 68 \| cgmc - invite - vendor - cgmc cgmc - link cgmc \| 1410 \| CGMC Invites \|
	\| 69 \| apollon - apollon market - market - empire - apollomarket \| 483 \| Apollon Market Update \|
	\| 70 \| paypal - transfer - account - paypal account - paypal transfer \| 508 \| PayPal Account Transfer \|
	\| 71 \| giveaway - win - number - winner - contest \| 681 \| Giveaways & Contests \|
	\| 72 \| pm - working link - link - link please - please \| 739 \| Working Link Requests \|
	\| 73 \| darkfail - link - fail - dark - dark fail \| 516 \| Dark Fail Links Question \|
	\| 74 \| empire - market - empire market - nightmare - alphabay \| 598 \| Empire Market Vendor Feedback \|
	\| 75 \| package - pack - delivery - tracking - day \| 1144 \| Package Delivery Tracking \|
	\| 76 \| bag - dog - seal - mylar - vac \| 1816 \| Smuggling Methods & Detection \|
	\| 77 \| opsec - opsec opsec - link opsec - opsec link - opsec opsec link \| 542 \| Opsec Guidance \|
	\| 78 \| link - working - working link - main link - link working \| 392 \| Link issues \|
	\| 79 \| money - pay - money back - dollar - get \| 875 \| Money Losses \|
	\| 80 \| tracking - tracking number - number - order - day \| 513 \| Tracking Number Concerns \|
	\| 81 \| guide - tutorial - outdated - thanks - method \| 1078 \| Guide Topic or Tutorial Help or Out \|
	\| 82 \| bir - bu - kai - ama - var \| 357 \| bu bir kai \|
	\| 83 \| rc - mxe - dck - rcs - fdck \| 356 \| RC Sources \|
	\| 84 \| cash - btc - bitcoin - coinbase - atm \| 549 \| Crypto Purchase Methods \|
	\| 85 \| olympus - market - fe escrow - olympus market - dream \| 1271 \| Olympus Market \|
	\| 86 \| log - logged - logging - login - page \| 338 \| Logging and Session Issues \|
	\| 87 \| vacation - vacation mode - mode - back - profile \| 401 \| Vacation Mode \|
	\| 88 \| message - contact - email - support - send \| 331 \| Message;Email Support \|
	\| 89 \| post - mod - comment - delete - thread \| 748 \| Moderation and Deletion of Posts \|
	\| 90 \| xmr - wallet - deposit - monero - payment id \| 1369 \| XMR Wallet Issue \|
	\| 91 \| image - exif - upload - exif data - data \| 513 \| Image Exif Data Upload \|
	\| 92 \| back - hope - welcome back - luck - good \| 399 \| hope recovery \|
	\| 93 \| review - template - pic - picture - table \| 2240 \| Review templates and images \|
	\| 94 \| cheer - cheer cheer - cheer mate - mate - anyone \| 547 \| Cheer Positivity Justification \|
	\| 95 \| bulk - price - kratom - good - kg \| 307 \| Bulk Kratom Vendors \|
	\| 96 \| wallstreet - wall st - wall - st - wallstreetmarket \| 675 \| Wallstreet Market Forum Links \|
	\| 97 \| product - stealth - shipping - quality - price \| 379 \| Product Review \|
	\| 98 \| listing - list - superlist - vendor - search \| 2037 \| Listing Management and Visibility \|
	\| 99 \| fuck - cunt - dick - fud fud - fud fud fud \| 493 \| Mom sex;Insults \|
	\| 100 \| empire - exit - market - scam - exit scam \| 3076 \| Empire Market \|
	\| 101 \| protonmail - protonmailcom - email - proton - secmail \| 1138 \| Protonmail Alternatives \|
	\| 102 \| wallet - node - gui - monero - remote node \| 296 \| Monero Wallet Update \|
	\| 103 \| multisig - market - transaction - escrow - use multisig \| 423 \| MultiSig Market Transactions \|
	\| 104 \| bunk - bunk bar - bar - hulk - sent bunk \| 307 \| Bunk and Bar \|
	\| 105 \| mg - benzo - benzos - alprazolam - alp \| 355 \| Benzodiazepine use and abuse \|
	\| 106 \| pelican - bird - pelicanvendor - bigbird - pelicanvendor pelicanvendor link \| 2460 \| Pelican Bird Giveaway \|
	\| 107 \| heinekenexpress - link heinekenexpress - heinekenexpress link - heinekenexpress heinekenexpress - link heinekenexpress heinekenexpress \| 249 \| Heineken Express Reviews \|
	\| 108 \| rdp - sock - vpn - ip - card \| 266 \| RDP Socks for Carding \|
	\| 109 \| dnm - dm - dread - forum - link \| 401 \| DNM Reddit Subs \|
	\| 110 \| pic - picture - photo - photoshop - post pic \| 598 \| Pics and posts \|
	\| 111 \| empire - link - empiremarket - empire link - link empire \| 476 \| Empire Market Links \|
	\| 112 \| invite - invite code - code - need invite - get invite \| 398 \| Darknet Market Invites \|
	\| 113 \| samsara - market - samsara market - sam - dream \| 224 \| Samsara Market \|
	\| 114 \| chemical - test - lab - powder - product \| 290 \| Chemistry Research and Supply \|
	\| 115 \| rapture - rapture market - rapturemarket - market - gbp \| 1064 \| Rapture Market GBP \|
	\| 116 \| water - acetone - powder - dry - ml \| 214 \| Acetone Recrystallization Techniques \|
	\| 117 \| witchman - link witchman - link - witchman link - witchman witchman \| 1754 \| Link Witchman Discussion \|
	\| 118 \| tochka - market - tochka market - tochka tochka - use tochka \| 218 \| Tochka market \|
	\| 119 \| post - know guy know - guy know guy - know guy - guy know \| 210 \| Read Post Discussion \|
	\| 120 \| subdread - sub - post - subdreads - create \| 2589 \| Subdread creation issues \|

	</details>

	## Training hyperparameters

	* calculate_probabilities: True
	* language: None
	* low_memory: True
	* min_topic_size: 10
	* n_gram_range: (1, 3)
	* 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: 0.8.36
	* UMAP: 0.5.6
	* Pandas: 2.2.1
	* Scikit-Learn: 1.4.1.post1
	* Sentence-transformers: 3.0.1
	* Transformers: 4.39.3
	* Numba: 0.60.0
	* Plotly: 5.22.0
	* Python: 3.12.2


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

	# ISSR_Dark_Web_121Topics

	This is a [BERTopic](https://github.com/MaartenGr/BERTopic) model.
	BERTopic is a flexible and modular topic modeling framework that allows for the generation of easily interpretable topics from large datasets.

	## Usage

	To use this model, please install BERTopic:

	```
	pip install -U bertopic
	```

	You can use the model as follows:

	```python
	from bertopic import BERTopic
	topic_model = BERTopic.load("D0men1c0/ISSR_Dark_Web_121Topics")

	topic_model.get_topic_info()
	```

	You can make predictions as follows:
	```python
	sentence = ['Fentanyl']
	topic, _ = topic_model.transform(sentence)
	topic_model.get_topic_info(topic[0])
	```

	## Topic overview

	* Number of topics: 122
	* Number of training documents: 260996

	<details>
	<summary>Click here for an overview of all topics.</summary>

	\| Topic ID \| Topic Keywords \| Topic Frequency \| Label \|
	\|----------\|----------------\|-----------------\|-------\|
	\| -1 \| vendor - order - nt - market - link \| 509 \| Outliers \|
	\| 0 \| cart - weed - strain - thc - bud \| 91708 \| Product Reviews and Purchases \|
	\| 1 \| deposit - address - ticket - btc - wallet \| 14083 \| Empire Deposit & Withdrawal Issues \|
	\| 2 \| key - pgp - account - pgp key - password \| 5365 \| PGP Key Security \|
	\| 3 \| order - shipped - ordered - day - week \| 5696 \| Order Shipping Status \|
	\| 4 \| scam - scammer - scam scam - scam scam scam - scammed \| 3368 \| Vendor Scams and Detection \|
	\| 5 \| thanks - thank - lol - man - bro \| 3187 \| Friendly Positive Talk \|
	\| 6 \| ship - country - eu - shipping - uk \| 4584 \| Shipping in EU Countries \|
	\| 7 \| coke - cocaine - quality - product - good \| 3425 \| High Quality Cocaine \|
	\| 8 \| card - carding - cc - gift card - gift \| 2846 \| Carding Strategies \|
	\| 9 \| pgp - begin pgp - begin - pgp signature - signature \| 3283 \| PGP Signature End \|
	\| 10 \| lsd - tab - ug - acid - blotter \| 2462 \| LSD Tab Marketplace Reviews \|
	\| 11 \| vendor - good - anyone - know - legit \| 2562 \| Vendor Recommendation \|
	\| 12 \| dispute - refund - mod - order - moderator \| 2692 \| Dispute Resolution \|
	\| 13 \| wsm - dream - market - exit - vendor \| 2100 \| WSM Exit Scam Warnings \|
	\| 14 \| drug - police - get - nt - house \| 1970 \| Drugs and Police Enforcement \|
	\| 15 \| monero - xmr - wallet - btc - exchange \| 2214 \| Monero Wallet Exchange and Bitcoin Use \|
	\| 16 \| ddos - attack - ddos attack - mirror - market \| 2995 \| Dread Market DDoS Attack \|
	\| 17 \| mdma - mda - price - quality - vendor \| 1773 \| MDMA Vendor Quality Prices \|
	\| 18 \| darknet - clearnet - dark - link - darknetmarkets \| 1925 \| Darknet Market \|
	\| 19 \| sub - post - mod - banned - link \| 1887 \| Dread Market Forum Rules and Bans \|
	\| 20 \| bar - alp - hulk - press - pack \| 1942 \| Alprazolam Pressed Bars Reviews \|
	\| 21 \| xanax - bar - alp - mg - alprazolam \| 2350 \| Xanax Bars and Vendors \|
	\| 22 \| market - new market - market market - good - new \| 2036 \| Market Upgrade Support \|
	\| 23 \| feedback - review - vendor - negative - positive \| 1650 \| ecommerce feedback \|
	\| 24 \| mirror - working - working mirror - mirror link - link \| 1802 \| Mirror Link Working \|
	\| 25 \| mg - pill - tablet - price - xtc \| 1228 \| Drug Sales \|
	\| 26 \| box - mail - package - address - po \| 3778 \| Mail Delivery Issues \|
	\| 27 \| review - thanks - thanks review - review thanks - nice review \| 2829 \| Positive Reviews Thank You Notes Nice \|
	\| 28 \| ticket - support ticket - support - se en - se \| 1242 \| Support Ticket Confusion \|
	\| 29 \| cryptonia - market - empire - nightmare - vendor \| 1331 \| Cryptonia Market \|
	\| 30 \| escrow - fe - use escrow - vendor - market \| 1214 \| Market Escrow Usage \|
	\| 31 \| onion - dot onion - dot - onion link - onion site \| 1216 \| Onion Links \|
	\| 32 \| det - er - og - har - jeg \| 1226 \| Kola;Vendor;Stealth Shipping;Review;Norway \|
	\| 33 \| tor - browser - network - javascript - tor browser \| 1126 \| Anonymous Browsing and Tor Networks \|
	\| 34 \| dread - reddit - post - dread dread - sub \| 1109 \| community appreciation \|
	\| 35 \| meth - business day - business - day - good \| 1074 \| Meth Vendor Quality Review \|
	\| 36 \| fent - fentanyl - opiate - heroin - nt \| 1161 \| Fentanyl Opiate Discussion \|
	\| 37 \| link - link link - point link comment - link point link - link comment post \| 1695 \| Links and Posts \|
	\| 38 \| pack - week - day - ordered - land \| 1332 \| Package Delay and Shipping \|
	\| 39 \| pm - interested - looking - find - please \| 1499 \| PM Interested Help Explanation \|
	\| 40 \| hugbunter - hugbunter hugbunter - link hugbunter - hugbunter link - link hugbunter hugbunter \| 1157 \| hugbunter links \|
	\| 41 \| drug - police - court - enforcement - investigation \| 923 \| Darknet Drug Enforcement \|
	\| 42 \| stealth - good - good stealth - vendor - shipping \| 849 \| Good Stealth Vendor Shipping \|
	\| 43 \| counterfeit - note - euro - bill - pen \| 968 \| Counterfeit Money Sales \|
	\| 44 \| empire - nightmare - empire empire - find empire - empire nightmare \| 1010 \| Empire Name Search \|
	\| 45 \| day - waiting - week - month - hour \| 1040 \| Waiting Time \|
	\| 46 \| id - passport - fake - license - scan \| 1681 \| Fake IDs & Documents \|
	\| 47 \| bank - account - drop - bank drop - cash \| 1079 \| Bank Drop Transaction \|
	\| 48 \| wickr - use wickr - using wickr - contact - via wickr \| 1850 \| Wickr Abuse Policy Protect Wickr Community \|
	\| 49 \| de - und - que - un - da \| 751 \| German Darknet Market \|
	\| 50 \| phishing - phishing link - link - phished - phishing site \| 740 \| Phishing Detection Techniques \|
	\| 51 \| dream - nightmare - dream dream - anyone - like \| 1041 \| Dream Nightmare Experience \|
	\| 52 \| price - sale - promo - sell - buy \| 756 \| Sale;Promotional Offers;Good Deals \|
	\| 53 \| tails - tail - usb - electrum - persistent \| 1101 \| Tails;Electrum;Persistent File;USB Installation \|
	\| 54 \| adderall - amphetamine - mg - replacement - speed \| 1190 \| Adderall Replacement Pills \|
	\| 55 \| cancel - order - auto - cancel order - day \| 879 \| Auto Cancel Orders \|
	\| 56 \| mushroom - shrooms - cubensis - psilocybin - spore \| 963 \| Mushroom Guide & Dosage Information \|
	\| 57 \| ketamine - gm - gm gm - gm gm gm - vendor \| 763 \| Ketamine Vendor Quality Shard \|
	\| 58 \| exit - exit scam - scam - exit scamming - exit scammed \| 696 \| Exit Scam Market \|
	\| 59 \| phone - burner - sim - card - number \| 691 \| Burner Phone Usage \|
	\| 60 \| dream - market - dream market - nightmare - nightmare market \| 830 \| Dream Market \|
	\| 61 \| bond - vendor bond - vendor - bond back - market \| 860 \| Vendor Bond Waiver Market \|
	\| 62 \| vpn - tor - use - using - proxy \| 546 \| VPN and Tor Use \|
	\| 63 \| jabber - telegram - xmpp - pidgin - otr \| 1054 \| Jabber/XMPP/OTR Chat Clients \|
	\| 64 \| dmt - psychedelics - per - psychedelic - changa \| 588 \| DMT Psychedelics Prices \|
	\| 65 \| captcha - captchas - page - enter - login \| 697 \| Captcha Issues in Darknet Market \|
	\| 66 \| sample - free sample - free - review - sample pack \| 526 \| Free Sample Order \|
	\| 67 \| update - issue - problem - working - fixed \| 682 \| Fixed Bug Issue \|
	\| 68 \| cgmc - invite - vendor - cgmc cgmc - link cgmc \| 1410 \| CGMC Invites \|
	\| 69 \| apollon - apollon market - market - empire - apollomarket \| 483 \| Apollon Market Update \|
	\| 70 \| paypal - transfer - account - paypal account - paypal transfer \| 508 \| PayPal Account Transfer \|
	\| 71 \| giveaway - win - number - winner - contest \| 681 \| Giveaways & Contests \|
	\| 72 \| pm - working link - link - link please - please \| 739 \| Working Link Requests \|
	\| 73 \| darkfail - link - fail - dark - dark fail \| 516 \| Dark Fail Links Question \|
	\| 74 \| empire - market - empire market - nightmare - alphabay \| 598 \| Empire Market Vendor Feedback \|
	\| 75 \| package - pack - delivery - tracking - day \| 1144 \| Package Delivery Tracking \|
	\| 76 \| bag - dog - seal - mylar - vac \| 1816 \| Smuggling Methods & Detection \|
	\| 77 \| opsec - opsec opsec - link opsec - opsec link - opsec opsec link \| 542 \| Opsec Guidance \|
	\| 78 \| link - working - working link - main link - link working \| 392 \| Link issues \|
	\| 79 \| money - pay - money back - dollar - get \| 875 \| Money Losses \|
	\| 80 \| tracking - tracking number - number - order - day \| 513 \| Tracking Number Concerns \|
	\| 81 \| guide - tutorial - outdated - thanks - method \| 1078 \| Guide Topic or Tutorial Help or Out \|
	\| 82 \| bir - bu - kai - ama - var \| 357 \| bu bir kai \|
	\| 83 \| rc - mxe - dck - rcs - fdck \| 356 \| RC Sources \|
	\| 84 \| cash - btc - bitcoin - coinbase - atm \| 549 \| Crypto Purchase Methods \|
	\| 85 \| olympus - market - fe escrow - olympus market - dream \| 1271 \| Olympus Market \|
	\| 86 \| log - logged - logging - login - page \| 338 \| Logging and Session Issues \|
	\| 87 \| vacation - vacation mode - mode - back - profile \| 401 \| Vacation Mode \|
	\| 88 \| message - contact - email - support - send \| 331 \| Message;Email Support \|
	\| 89 \| post - mod - comment - delete - thread \| 748 \| Moderation and Deletion of Posts \|
	\| 90 \| xmr - wallet - deposit - monero - payment id \| 1369 \| XMR Wallet Issue \|
	\| 91 \| image - exif - upload - exif data - data \| 513 \| Image Exif Data Upload \|
	\| 92 \| back - hope - welcome back - luck - good \| 399 \| hope recovery \|
	\| 93 \| review - template - pic - picture - table \| 2240 \| Review templates and images \|
	\| 94 \| cheer - cheer cheer - cheer mate - mate - anyone \| 547 \| Cheer Positivity Justification \|
	\| 95 \| bulk - price - kratom - good - kg \| 307 \| Bulk Kratom Vendors \|
	\| 96 \| wallstreet - wall st - wall - st - wallstreetmarket \| 675 \| Wallstreet Market Forum Links \|
	\| 97 \| product - stealth - shipping - quality - price \| 379 \| Product Review \|
	\| 98 \| listing - list - superlist - vendor - search \| 2037 \| Listing Management and Visibility \|
	\| 99 \| fuck - cunt - dick - fud fud - fud fud fud \| 493 \| Mom sex;Insults \|
	\| 100 \| empire - exit - market - scam - exit scam \| 3076 \| Empire Market \|
	\| 101 \| protonmail - protonmailcom - email - proton - secmail \| 1138 \| Protonmail Alternatives \|
	\| 102 \| wallet - node - gui - monero - remote node \| 296 \| Monero Wallet Update \|
	\| 103 \| multisig - market - transaction - escrow - use multisig \| 423 \| MultiSig Market Transactions \|
	\| 104 \| bunk - bunk bar - bar - hulk - sent bunk \| 307 \| Bunk and Bar \|
	\| 105 \| mg - benzo - benzos - alprazolam - alp \| 355 \| Benzodiazepine use and abuse \|
	\| 106 \| pelican - bird - pelicanvendor - bigbird - pelicanvendor pelicanvendor link \| 2460 \| Pelican Bird Giveaway \|
	\| 107 \| heinekenexpress - link heinekenexpress - heinekenexpress link - heinekenexpress heinekenexpress - link heinekenexpress heinekenexpress \| 249 \| Heineken Express Reviews \|
	\| 108 \| rdp - sock - vpn - ip - card \| 266 \| RDP Socks for Carding \|
	\| 109 \| dnm - dm - dread - forum - link \| 401 \| DNM Reddit Subs \|
	\| 110 \| pic - picture - photo - photoshop - post pic \| 598 \| Pics and posts \|
	\| 111 \| empire - link - empiremarket - empire link - link empire \| 476 \| Empire Market Links \|
	\| 112 \| invite - invite code - code - need invite - get invite \| 398 \| Darknet Market Invites \|
	\| 113 \| samsara - market - samsara market - sam - dream \| 224 \| Samsara Market \|
	\| 114 \| chemical - test - lab - powder - product \| 290 \| Chemistry Research and Supply \|
	\| 115 \| rapture - rapture market - rapturemarket - market - gbp \| 1064 \| Rapture Market GBP \|
	\| 116 \| water - acetone - powder - dry - ml \| 214 \| Acetone Recrystallization Techniques \|
	\| 117 \| witchman - link witchman - link - witchman link - witchman witchman \| 1754 \| Link Witchman Discussion \|
	\| 118 \| tochka - market - tochka market - tochka tochka - use tochka \| 218 \| Tochka market \|
	\| 119 \| post - know guy know - guy know guy - know guy - guy know \| 210 \| Read Post Discussion \|
	\| 120 \| subdread - sub - post - subdreads - create \| 2589 \| Subdread creation issues \|

	</details>

	## Training hyperparameters

	* calculate_probabilities: True
	* language: None
	* low_memory: True
	* min_topic_size: 10
	* n_gram_range: (1, 3)
	* 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: 0.8.36
	* UMAP: 0.5.6
	* Pandas: 2.2.1
	* Scikit-Learn: 1.4.1.post1
	* Sentence-transformers: 3.0.1
	* Transformers: 4.39.3
	* Numba: 0.60.0
	* Plotly: 5.22.0
	* Python: 3.12.2