MangaDex Forums : data & My findings , addendum : General analysis.

[jecroisenlasuperioritedubel]

After analyzing ≈900 000 I hꜹe found the following :

TOP 5 LISTS
​

----------------------- Top 5 Post types. № , Post-type , count 1 , Post #2 , 89750 2 , Post #3 , 60754 3 , Post #4 , 49828 4 , Post #5 , 42479 5 , Post #6 , 37022 ----------------------- Top 5 Busiest hours JCST. № , Hour , count 1 , 02 AM , 43258 2 , 01 AM , 42528 3 , 00 AM , 42159 4 , 03 AM , 41786 5 , 10 AM , 40883 ----------------------- Top 5 Busiest Week-days. № , Week-day , count 1 , Monday , 135522 2 , Tuesday , 130128 3 , Sunday , 129803 4 , Wednesday , 129640 5 , Thursday , 128825 ----------------------- Top 5 Peak Posting dates. № , Date , count 1 , 2025-04-28 , 1225 2 , 2024-11-30 , 1130 3 , 2025-04-01 , 1118 4 , 2025-04-07 , 1064 5 , 2025-02-01 , 1062 ----------------------- Top 5 Longest posts. № , Post-id , length , postlink 1 , 899457 , 61206 , https://forums.mangadex.org/threads/test.41664/post-2783076 2 , 899441 , 59076 , https://forums.mangadex.org/threads/test.41664/post-2783472 3 , 790033 , 22230 , 685,https://forums.mangadex.org/threads/last-letter-game.67620/post-1838433 4 , 278770 , 21273 , https://forums.mangadex.org/threads...-list-making-a-file-of-it.285303/post-5216352 5 , 799288 , 21103 , https://forums.mangadex.org/threads/musume-no-tomodachi-vol-6-ch-52-friend.723015/post-11367687 ----------------------- Top 5 Most Common words. № , Word , count 1 , the , 926259 2 , to , 523188 3 , a , 485185 4 , i , 484498 5 , it , 391201 ----------------------- Top 5 bigrams. № , Bigram , count 1 , it's , 108953 2 , for the , 84462 3 , don't , 59111 4 , of the , 58472 5 , in the , 57653 ----------------------- Top 5 Emoji-laden posts. № , Post-id , emoji_count 1 , 116328 , 381 , 544,https://forums.mangadex.org/threads/last-letter-game.67620/post-1854279 2 , 117455 , 225 , https://forums.mangadex.org/threads/general-forum-slap-war.756996/post-11783133 3 , 367333 , 200 , 657,https://forums.mangadex.org/threads/last-letter-game.67620/post-1837956 4 , 642640 , 76 , https://forums.mangadex.org/threads/tottemo-yasashii-amae-chan-vol-1-ch-3.1420519/post-20311446 5 , 120173 , 74 , https://forums.mangadex.org/threads...bai-prepares-for-battle.1739831/post-21455444 ----------------------- Top 5 Emoji users. № , User Identification № from users table , emoji_count 1 , 18 , 2044 2 , 56 , 1840 3 , 242 , 1039 4 , 195 , 1037 5 , 199 , 1034 ----------------------- Top 5 Rapid posters. № , User Identification № from users table , avg_delta_seconds 1 , 611 , 90.0 2 , 130 , 120.0 3 , 1102 , 120.0 4 , 61 , 150.0 5 , 922 , 180.0 ----------------------- Top 5 Sabbatical posters. № , User Identification № from users table , avg_delta_seconds 1 , 1166 , 125927940.0 2 , 504 , 85158360.0 3 , 1359 , 76311600.0 4 , 1584 , 60389280.0 5 , 423 , 59805100.0 ​

----------------------- Users with the Highest reactionscore. № , User-name , count 1 , @Mangamoz , 95969 2 , @lesseffective , 48872 3 , @Ochrolv , 47380 4 , @xyzzy , 43281 5 , @Robinisback , 41974 ----------------------- Users with the Most followers. № , User-name , count 1 , @MangaDex , 41 2 , @athayanezant , 20 3 , @asphyxiav2 , 20 4 , @DavidianMillerian , 19 5 , @HoangDinh , 19 ----------------------- Users who follow the Most people. № , User-name , count 1 , @alimoodyxx , 32 2 , @booterror , 20 3 , @Samm0 , 20 4 , @tilefish , 18 5 , @WanderingWanderer , 17 ----------------------- Users ranked by reactionscore / messagecount № , User-name , count 1 , @LEGOsnStuff , 81.00 2 , @Gunnybears , 51.00 3 , @wyste , 42.29 4 , @Ftoyln , 34.00 5 , @Spinning_Donuts , 34.00 ----------------------- Users with the Highest messagecount / solutions № , User-name , count 1 , @BakedBanana , 6033.00 2 , @Robinisback , 4854.00 3 , @HDMI1 , 3968.00 4 , @Ivegotnolife , 3240.00 5 , @beep_repair , 2671.00 ----------------------- Users with the Highest solutions / messagecount № , User-name , count 1 , @kouyo , 0.08 2 , @Roler , 0.08 3 , @AliceShiro , 0.05 4 , @Grogzilla , 0.03 5 , @rdn , 0.03 ----------------------- Users with the Highest follower-to-following ratio № , User-name , count 1 , @Mangamoz , 15.00 2 , @EnFiveFour , 9.00 3 , @Kafka , 8.00 4 , @Robinisback , 5.50 5 , @Siquall , 5.00 ----------------------- Users with the Highest following-to-follower ratio № , User-name , count 1 , @alimoodyxx , 32.00 2 , @ghostwriter-123 , 15.00 3 , @AnonymousContributor , 14.00 4 , @buraikusu , 14.00 5 , @Teablaster , 13.00 ----------------------- Users with the Longest User-names № , User-name , count 1 , @theworldaroundusfallseverysinglesecondwespendhere , 49 2 , @TheProtectorOfPureHeartedGirls , 30 3 , @ImNotCreativeEnoughtForThese , 28 4 , @jecroisenlasuperioritedubel , 27 5 , @insomniacguidetodaydreaming , 27 ----------------------- Users with the Shortest User-names № , User-name , count 1 , @jq , 2 2 , @3F , 2 3 , @G-P , 3 4 , @le3 , 3 5 , @rdn , 3 ----------------------- Users with the Highest userid № , User-name , userid 1 , @Mahzz , 4294967295 ( Error ) 2 , @noorubit , 900666 3 , @Kronoooooo , 900660 4 , @OnePlant , 900423 5 , @veepea , 900366 ----------------------- Users with the Lowest userid № , User-name , userid 1 , @MangaDex , 3 2 , @MOKALI , 48 3 , @Holo , 75 4 , @ixlone , 120 5 , @Halo , 171 ​

​

 

[jecroisenlasuperioritedubel]

​

------------------------ Users – Total Characters posted. № , User-name , value 1 , @MOKALI , 177000 2 , @rhino36 , 165000 3 , @MangaDex , 114000 4 , @milleniumbug , 31900 5 , @ixlone , 29200 ------------------------ Users – Avg. Post length. № , User-name , value 1 , @Seoul , 247 2 , @milleniumbug , 182 3 , @rhino36 , 146 4 , @Halo , 107 5 , @MOKALI , 94.5 ------------------------ Users – reactions per character. № , User-name , value 1 , @vannn , 11.5 2 , @Nosebleed , 0.643 3 , @Siquall , 0.537 4 , @Esper , 0.147 5 , @Holo , 0.057 ------------------------ Users – Emoji density. № , User-name , value 1 , @Holo , 0.412 2 , @SleepyDemon , 0.398 3 , @vannn , 0.105 4 , @Halo , 0.0805 5 , @Siquall , 0.0588 ------------------------ Users – Shortest Mean Posting gap ( s ). № , User-name , value 1 , @Halo , -64400 2 , @MOKALI , -84100 3 , @SleepyDemon , -90500 4 , @MangaDex , -126000 5 , @rhino36 , -133000 ------------------------ Users – Longest Mean Posting gap ( s ). № , User-name , value 1 , @Seoul , -2100000 2 , @Siquall , -970000 3 , @Esper , -965000 4 , @milleniumbug , -889000 5 , @Holo , -741000 ------------------------ Dates with Highest Post count among Top posters. № , date , value 1 , 2025-02-09 , 37 2 , 2025-02-02 , 26 3 , 2023-05-17 , 22 4 , 2023-08-01 , 22 5 , 2025-04-23 , 21​

------------------------ Users – messagecount growth per day. № , User-name , value 1 , @Siquall , 9.95 2 , @Holo , 5.53 3 , @SleepyDemon , 1.62 4 , @vannn , 1.05 5 , @Esper , 0.479 ------------------------ Users – reactionscore with fewer than 10 messages. № , User-name , value 1 , @LEGOsnStuff , 324 2 , @spinning-_donuts , 272 3 , @wateredcan , 211 4 , @KurABOBA , 136 5 , @flow , 120 ------------------------ Users – posts ending with a Question mark. № , User Identification № from users table , value 1 , 141 , 1780 2 , 63 , 1580 3 , 154 , 1140 4 , 407 , 1050 5 , 12 , 1010 ------------------------ Users – Highest Single Bigram frequency. № , ( User Identification № from users table , ' bigram ' ) , value 1 , ( 210 , ' thanks for ') , 13300 2 , ( 210 , ' for the ') , 13300 3 , ( 210 , ' the chapter ') , 12100 4 , ( 414 , ' for the ') , 6960 5 , ( 1202 , ' thanks for ') , 6840 ------------------------ Users – mean reactionscore on Emoji posts. № , User-name , value 1 , @vannn , 14600 2 , @Esper , 2330 3 , @Siquall , 1910 4 , @SleepyDemon , 896 5 , @milleniumbug , 353 ------------------------ Users – followers per post. № , User-name , value 1 , @Holo , 0.588 2 , @Siquall , 0.098 3 , @vannn , 0.0526 4 , @MangaDex , 0.0245 5 , @milleniumbug , 0.0229 ------------------------ Users – distinct active months. № , User Identification № from users table , value 1 , 781 , 68 2 , 572 , 68 3 , 550 , 68 4 , 566 , 68 5 , 749 , 68​

Funniest comments , according to Me : 1 850774 55 2024-10-20 04:00:01 Me when I fart: PLAP PLAP PLAP PLAP RATATATATATATATATA FFFFFFFFFUIIII Profile post comment Link. 45 529492 83 2024-01-27 09:53:01 "I find your lack of plap plap plap disturbing." Post #3 Link. 180 506441 875 2020-12-11 02:54:01 Boy just found out what magic his third leg can do yesterday and is ready for action Post #15 Link. 686 853365 2025-01-19 20:50:01 drunk gokicha is best gokicha Post #3 Link. 687 853366 2025-01-16 22:58:01 nu uh you aint gonna make me feel bad about fluffing roaches Wait, not like that! Post #3 Link. 688 853367 2025-01-16 22:59:01 Ya uh, you gon make me feel good about roaches Post #4 Link. 689 853368 2025-01-16 23:01:01 Ya uh, you gon make me feel good about fluffing roaches dang it, I'll change it Post #5 Link. 690 853369 2025-01-16 2301 Ya uh, you gon make me feel good about cuddling roaches I think I made it worse, actually Post #3 Link. 691 853370 2025-01-16 23:03:01 Ya uh, you gon make me feel good about roaches Yeah, much better also youtube vid dont work Post #3 Link. 692 853371 2025-01-17 05:53:01 Ya uh, you gon make me feel good about roaches how did other guy have enough energy to add a image everytime Post #3 Link.

PEOPLE OF INTEREST​

After collecting Personal information of 5 or so Most Known people in This forum , We can estimate Some information :​

Languages	2.25 ( EN , +1–2 others )	Security	4.75
Avg. date of birth	1992	Common platforms	MangaDex , Discord
Country of origin G.D.P. rank	≈72.4	Avg. culture	Western

FULFILLING WISH OF @K.Angel​

PERSONAL RESULTS

dataname	dataresult
Exclamation	74.8%
Average exclamation per message	2.88
All-caps token	16.8%
Ellipses	22.3%
Word elongation	45.8%
Question mark	25.2%
Parenthetical	5.5%
Emoji code	4.4%
Slang/acronym	4.1%
Mixed-case token	88.9%

dataname	dataresult
id	24
username	k-angel
userid	814992
followersname	charadotarchivist.889611,data_gold.772860,merulox.622459,vmman.559116,wanderingwanderer.834357
followingsname	koto-_-1028.722069,robinisback.364806,wanderingwanderer.834357
messagecount	359
solutions	0
points	0
reactionscore	1906

First comments :

635	442825	2024-12-12 21:28:01	That means everyone can see what I wrote?! I thought it was something like a account diary! Also hi, Mr. Human! Hi, Everyone!	Profile post comment	Link.
636	442826	2024-12-12 21:41:01	Platonic love is cooler than romantic love! You can always platonically love everyone but you can only romantically love one person at a time...	Post #19	Link.
637	442827	2024-12-12 21:43:01	Merry christmas everyone.	Post #1	Link.
638	442828	2024-12-12 20:34:01	Hi! Hi! Super K_Angel lands on the land of MangaDex!! This is K_angel first message on her super account!	Profile post	Link.

SEARCHING RESULTS​

Searching Them will be ꜹailable in a Future date using a Web-site , therefore ; I won’t be adding First Time mentions.​

NOTICE TO PEOPLE STATED HEREINUNDER​

Dear sirs : @Data_Gold , @solstice258 , @K.Angel , @WanderingWanderer , & @Robinisback You hꜹe Dis-appointed Me greatly and as such I must protest , for You supported such a statement that paints Me as an , and I quote , « not entirely well » & « [ person ] with mental conditions » is — in Any wꜽ — not defensible ⸺ I ask Ye : what is Yer problem with My Data-set while MangaDex Forums : deletes not Your accounts even when You ask & the Same thing can be done easily using the address herein given : « https://forums.mangadex.org/search/ » , on the Other hand — to sir @Angry_Panda ; ‘twasn’t commendable of You to not Only call Me Retard mentally but also wꜹe a Veiled threat of using Lethal force over Some-one creating a .txt file — I condemn Your reaction since ‘tis Deeply inappropriate and mꜽ warrant some reflection. I must admit , I see no Logical nor Legal reasoning behind being against Me , personally , when ‘twas You who has written These comments on a Web-site that doesn’t even let You delete Yer comments let alone Your accounts , wherefore ; I can’t exactly see This reaction as Any-thing other than a Simple Weird reaction that falls Out-side the realm of Intelligible behꜹior.​

 

[booterror]

Apparently I gotta get those rookie follow numbers up. Also hello @Samm0 my follow twin.

(One day @alimoodyxx I'll be as cool as you and follow that many people!)

@jecroisenlasuperioritedubel again thanks for the cool insights into the forum!

 

[Angry_Panda]

Fun terms of use update here. Note 3.1.6 and 5.2.1.

 

[Ochrolv]

I was wondering why I got tagged & I'm ranked 3rd in reaction score at 47380... Jesus I didn't think I was that high while #1 more than doubles my score. Congrats @Mangamoz, you deserve the title (if it really means anything to you that is).

 

[booterror]

I was wondering why I got tagged & I'm ranked 3rd in reaction score at 47380... Jesus I didn't think I was that high while #1 more than doubles my score. Congrats @Mangamoz, you deserve the title (if it really means anything to you that is).

Hey #3 is still impressive! Congrats friendo for being so... reactable?

 

[jecroisenlasuperioritedubel]

Fun terms of use update here. Note 3.1.6 and 5.2.1.

Data collected while the Earlier terms were in force is governed by those Earlier terms and New terms apply only to actions occurring on or after Their stated Effective date ( 16/( 1 ) ) , moreover ; a Service provider can't Retro-actively impose prohibitions on Past conduct unless the New terms - explicitly - state Retro-active effect & the Applicable law that permits It. Under delaware Contract law , Unilateral amendments or Post-effective-date statements lacking an Explicit Retro-active clauses are unenforceable & apply only prospectively , to build on It ; according to the United Sates Supreme Court Landgraf v. USI Film Products a Statutory provision applies only to conduct occurring on or after It's effective date & does not govern Pre-effective acts , meaning : in Some aspects data collected prior remains governed by the terms in force at the time of collection and in Nguyen v. Barnes & Noble It's decided on that to enforce t.-o.-s. the Web-site needs to do It explicitly , which means a user - not an Authorized Person - sending This link after I got Un-banned is kind of problematic , and no Pop-up Ever appeared in the Main Web-site and This fact is More supported with Douglas v. U.s.D.c. ex rel Talk America , How-ever ; even if All cases I have citated hereinbefore be bogus , It doesn't change the fact that , and I can't believe I have to say this , I had No way of : knowing the New terms & obeying Them and even if I do It doesn't mean Any-thing because They are written after 05/12 , date of Data collection. I also reject to follow It becꜷse It : is a link from You , on a Random Web-page not accessible neither by forum’s own https://forums.mangadex.org/help/terms/ or https://forums.mangadex.org/help/privacy-policy/ — and here It’s still MangaDex Forums , seriously who is owner here NamiComi L.L.C. — or by Main Web-site’s https://mangadex.org/rules which lists rules for upload or whatever and doesn’t host a link to that Web-page or https://mangadex.org/contact sꜽs NamiComi L.L.C. or Any-thing similar or in https://mangadex.org/compliance/terms is a Pop-up that needs a check mark , in Other words ; It’s as Legally valid as sꜽing « You agree to Us killing You by breathing air. » in Sub-folder 35 , html 212 — not enforcable since You can’t even find « compliance » page , https://mangadex.org/compliance , Any-where in the Web-site but I know « We are not lawyers , We go by case-by-case basis for taking decisions and We don’t hꜹe to write All rules. » of MangaDex moderators , therefore ; all I sꜽ doesn’t even mean Any-thing They just do now ask never.

 

[jecroisenlasuperioritedubel]

Apparently I gotta get those rookie follow numbers up. Also hello @Samm0 my follow twin.

(One day @alimoodyxx I'll be as cool as you and follow that many people!)

@jecroisenlasuperioritedubel again thanks for the cool insights into the forum!

I believe in You , You can do It !

 

[Angry_Panda]

Words

Okay then! Have fun with that!

 

[jecroisenlasuperioritedubel]

Okay then! Have fun with that!

 

[5hijima]

I can't see the embeds 😔

 

[jecroisenlasuperioritedubel]

I can't see the embeds 😔

Only 3 ought to be in Link form. I can see Them , weird.

 

[Mangamoz]

I was wondering why I got tagged & I'm ranked 3rd in reaction score at 47380... Jesus I didn't think I was that high while #1 more than doubles my score. Congrats @Mangamoz, you deserve the title (if it really means anything to you that is).

Thanks? I legit have no idea why I have so many no lifer points, I don't really think my comments are really that funny.

All I do is follow the simple rule of:

"Shitpost, critique, admire, theorize, or debate all you want, but keep it within the topic of the actual story you just read."

 

[Ivegotnolife]

WOW! So many stats! Is this confirmation Jecro-san is a AI stat-bot?

 

[jecroisenlasuperioritedubel]

WOW! So many stats! Is this confirmation Jecro-san is a AI stat-bot?

As an AI language model, I don’t have personal opinions or beliefs, but I can definitely break down stats for clarity and accuracy using the latest data I was trained on (up to January 2024).

 

[Blocky_Mudkip]

As an AI language model, I don’t have personal opinions or beliefs, but I can definitely break down stats for clarity and accuracy using the latest data I was trained on (up to January 2024).

I bloody knew it

 

[jecroisenlasuperioritedubel]

I bloody knew it

Ezek. 1:5-11 « 5 Also out of the midst thereof came the likeness of four living creatures. And tHis was Their appearance; they had the likeness of a man. 6 And every one had four faces , and every one had four wings. 7 And Their feet were straight feet; and the sole of Their feet was like the sole of a calf's fꝏt: and they sparkled like the colour of burnished brass. 8 And they had the hands of a man under Their wings on Their four sides; and they four had Their faces and Their wings. 9 Their wings were joined one to another; they turned not when they went; they went every one straight forward. 10 As for the likeness of Their faces , they four had the face of a man , and the face of a lion , on the right side: and they four had the face of an ox on the left side; they four also had the face of an eagle. 11 thus were Their faces: and Their wings were stretched upward; two wings of every one were joined one to another , and two covered Their bodies. » , ezek. 10:14-15 « 14 And every one had four faces: the first face was the face of a cherub , and the second face was the face of a man , and the third the face of a lion , and the fourth the face of an eagle. 15 And the cherubims were lifted up. THis is the living creature that I saw by the river of Chebar. » , rev. 4:6-8 « 6 And before the throne there was a sea of glass like unto crystal: and in the midst of the throne , and round about the throne , were four beasts full of eyes before and behind. 7 And the first beast was like a lion , and the second beast like a calf , and the third beast had a face as a man , and the fourth beast was like a flying eagle. 8 And the four beasts had each of Them six wings about Him ; and they were full of eyes within: and they rest not dꜽ and night , sꜽing , Holy , holy , holy , lord god Almighty , which was , and is , and is to come. » , rev. 5:6-10 « 6 And I beheld , and , lo , in the midst of the throne and of the four beasts , and in the midst of the elders , stꝏd a Lamb as it had been slain , hꜹing seven horns and seven eyes , which are the seven Spirits of god sent forth into all the earth. 7 And He came and tꝏk the bꝏk out of the right hand of Him that sat upon the throne. 8 And when He had taken the bꝏk , the four beasts and four and twenty elders fell down before the Lamb , hꜹing every one of Them harps , and golden vials full of odours , which are the prꜽers of saints. 9 And they sung a new song , sꜽing , Þou art worthy to take the bꝏk , and to open the seals thereof: for Þou wast slain , and hast redeemed Us to god by Þy blꝏd out of every kindred , and tonguͤ , and people , and nation; 10 And hast made Us unto our god kings and priests: and we shall reign on the earth. » , rev. 15:7 « 7 And one of the four beasts gꜹe unto the seven angels seven golden vials full of the wrath of god , who liveth for ever and ever. ».

 

[Robinisback]

​

------------------------ Users – Total Characters posted. № , User-name , value 1 , @MOKALI , 177000 2 , @rhino36 , 165000 3 , @MangaDex , 114000 4 , @milleniumbug , 31900 5 , @ixlone , 29200 ------------------------ Users – Avg. Post length. № , User-name , value 1 , @Seoul , 247 2 , @milleniumbug , 182 3 , @rhino36 , 146 4 , @Halo , 107 5 , @MOKALI , 94.5 ------------------------ Users – reactions per character. № , User-name , value 1 , @vannn , 11.5 2 , @Nosebleed , 0.643 3 , @Siquall , 0.537 4 , @Esper , 0.147 5 , @Holo , 0.057 ------------------------ Users – Emoji density. № , User-name , value 1 , @Holo , 0.412 2 , @SleepyDemon , 0.398 3 , @vannn , 0.105 4 , @Halo , 0.0805 5 , @Siquall , 0.0588 ------------------------ Users – Shortest Mean Posting gap ( s ). № , User-name , value 1 , @Halo , -64400 2 , @MOKALI , -84100 3 , @SleepyDemon , -90500 4 , @MangaDex , -126000 5 , @rhino36 , -133000 ------------------------ Users – Longest Mean Posting gap ( s ). № , User-name , value 1 , @Seoul , -2100000 2 , @Siquall , -970000 3 , @Esper , -965000 4 , @milleniumbug , -889000 5 , @Holo , -741000 ------------------------ Dates with Highest Post count among Top posters. № , date , value 1 , 2025-02-09 , 37 2 , 2025-02-02 , 26 3 , 2023-05-17 , 22 4 , 2023-08-01 , 22 5 , 2025-04-23 , 21​

------------------------ Users – messagecount growth per day. № , User-name , value 1 , @Siquall , 9.95 2 , @Holo , 5.53 3 , @SleepyDemon , 1.62 4 , @vannn , 1.05 5 , @Esper , 0.479 ------------------------ Users – reactionscore with fewer than 10 messages. № , User-name , value 1 , @LEGOsnStuff , 324 2 , @spinning-_donuts , 272 3 , @wateredcan , 211 4 , @KurABOBA , 136 5 , @flow , 120 ------------------------ Users – posts ending with a Question mark. № , User Identification № from users table , value 1 , 141 , 1780 2 , 63 , 1580 3 , 154 , 1140 4 , 407 , 1050 5 , 12 , 1010 ------------------------ Users – Highest Single Bigram frequency. № , ( User Identification № from users table , ' bigram ' ) , value 1 , ( 210 , ' thanks for ') , 13300 2 , ( 210 , ' for the ') , 13300 3 , ( 210 , ' the chapter ') , 12100 4 , ( 414 , ' for the ') , 6960 5 , ( 1202 , ' thanks for ') , 6840 ------------------------ Users – mean reactionscore on Emoji posts. № , User-name , value 1 , @vannn , 14600 2 , @Esper , 2330 3 , @Siquall , 1910 4 , @SleepyDemon , 896 5 , @milleniumbug , 353 ------------------------ Users – followers per post. № , User-name , value 1 , @Holo , 0.588 2 , @Siquall , 0.098 3 , @vannn , 0.0526 4 , @MangaDex , 0.0245 5 , @milleniumbug , 0.0229 ------------------------ Users – distinct active months. № , User Identification № from users table , value 1 , 781 , 68 2 , 572 , 68 3 , 550 , 68 4 , 566 , 68 5 , 749 , 68​

Funniest comments , according to Me : 1 850774 55 2024-10-20 04:00:01 Me when I fart: PLAP PLAP PLAP PLAP RATATATATATATATATA FFFFFFFFFUIIII Profile post comment Link. 45 529492 83 2024-01-27 09:53:01 "I find your lack of plap plap plap disturbing." Post #3 Link. 180 506441 875 2020-12-11 02:54:01 Boy just found out what magic his third leg can do yesterday and is ready for action Post #15 Link. 686 853365 2025-01-19 20:50:01 drunk gokicha is best gokicha Post #3 Link. 687 853366 2025-01-16 22:58:01 nu uh you aint gonna make me feel bad about fluffing roaches Wait, not like that! Post #3 Link. 688 853367 2025-01-16 22:59:01 Ya uh, you gon make me feel good about roaches Post #4 Link. 689 853368 2025-01-16 23:01:01 Ya uh, you gon make me feel good about fluffing roaches dang it, I'll change it Post #5 Link. 690 853369 2025-01-16 2301 Ya uh, you gon make me feel good about cuddling roaches I think I made it worse, actually Post #3 Link. 691 853370 2025-01-16 23:03:01 Ya uh, you gon make me feel good about roaches Yeah, much better also youtube vid dont work Post #3 Link. 692 853371 2025-01-17 05:53:01 Ya uh, you gon make me feel good about roaches how did other guy have enough energy to add a image everytime Post #3 Link.

PEOPLE OF INTEREST​

After collecting Personal information of 5 or so Most Known people in This forum , We can estimate Some information :​

Languages	2.25 ( EN , +1–2 others )	Security	4.75
Avg. date of birth	1992	Common platforms	MangaDex , Discord
Country of origin G.D.P. rank	≈72.4	Avg. culture	Western

FULFILLING WISH OF @K.Angel​

PERSONAL RESULTS

dataname	dataresult
Exclamation	74.8%
Average exclamation per message	2.88
All-caps token	16.8%
Ellipses	22.3%
Word elongation	45.8%
Question mark	25.2%
Parenthetical	5.5%
Emoji code	4.4%
Slang/acronym	4.1%
Mixed-case token	88.9%

dataname	dataresult
id	24
username	k-angel
userid	814992
followersname	charadotarchivist.889611,data_gold.772860,merulox.622459,vmman.559116,wanderingwanderer.834357
followingsname	koto-_-1028.722069,robinisback.364806,wanderingwanderer.834357
messagecount	359
solutions	0
points	0
reactionscore	1906

First comments :

635	442825	2024-12-12 21:28:01	That means everyone can see what I wrote?! I thought it was something like a account diary! Also hi, Mr. Human! Hi, Everyone!	Profile post comment	Link.
636	442826	2024-12-12 21:41:01	Platonic love is cooler than romantic love! You can always platonically love everyone but you can only romantically love one person at a time...	Post #19	Link.
637	442827	2024-12-12 21:43:01	Merry christmas everyone.	Post #1	Link.
638	442828	2024-12-12 20:34:01	Hi! Hi! Super K_Angel lands on the land of MangaDex!! This is K_angel first message on her super account!	Profile post	Link.

SEARCHING RESULTS​

Searching Them will be ꜹailable in a Future date using a Web-site , therefore ; I won’t be adding First Time mentions.​

NOTICE TO PEOPLE STATED HEREINUNDER​

Dear sirs : @Data_Gold , @solstice258 , @K.Angel , @WanderingWanderer , & @Robinisback You hꜹe Dis-appointed Me greatly and as such I must protest , for You supported such a statement that paints Me as an , and I quote , « not entirely well » & « [ person ] with mental conditions » is — in Any wꜽ — not defensible ⸺ I ask Ye : what is Yer problem with My Data-set while MangaDex Forums : deletes not Your accounts even when You ask & the Same thing can be done easily using the address herein given : « https://forums.mangadex.org/search/ » , on the Other hand — to sir @Angry_Panda ; ‘twasn’t commendable of You to not Only call Me Retard mentally but also wꜹe a Veiled threat of using Lethal force over Some-one creating a .txt file — I condemn Your reaction since ‘tis Deeply inappropriate and mꜽ warrant some reflection. I must admit , I see no Logical nor Legal reasoning behind being against Me , personally , when ‘twas You who has written These comments on a Web-site that doesn’t even let You delete Yer comments let alone Your accounts , wherefore ; I can’t exactly see This reaction as Any-thing other than a Simple Weird reaction that falls Out-side the realm of Intelligible behꜹior.​

How does this affect Lebron's Legacy?​

 

[vannn]

I post entirely too much

 

[asphyxiav2]

View attachment 21468After seeing the Visual novel made by @WanderingWanderer , I've decided to do what I do , and indulge in - even if It Some-times get rather problematic , the best : Data acquisition and interpretation , whenceforth ; I may or may not have spent Some time looking around.

RAW DATA :
TOTAL ACCOUNTS VISITED : 1653
FULL FRIENDSHIP LIST : ATTACHED - friends.txt
FULL USERS LIST : ATTACHED - passlist.txt

INTERESTING DATA :

1 653 total accounts in the file.

2 006 directed " who follows whom " links once Every-thing's parsed.

26 % of accounts are total loners - has no followers , follows No-body.

Average account has approx. 1.1 followers and approx. 1.0 followings – so basically Every-one's talking to an Empty room.

8 % of all relationships are reciprocated - i.e./ both parties follow each other.


Wild outliers exist on both ends : mangadex is followed by 367 ( depicted 41 here ) accounts & follows absolutely nobody while alimoodyxx.759213 follows 32 people while only one Sad soul follows back.








Averages :

Metric	Min	25 %	Median	75 %	Max	Mean	Std-Dev
Followers	0	0	0	1	41	1.109	2.487
Following	0	0	0	1	32	1.042	2.307
Degree	0	0	1	2	41	2.152	3.698

Big people ;
@MangaDex : 41 followers ,
@asphyxiav2 : 20 followers ,
@athayanezant : 20 followers ,
@HoangDinh : 19 followers ,
@DavidianMillerian : 19 followers ,
and Serial followers ;
@alimoodyxx : follows 32 , has 1 follower - yea , Professional lurker ,
@booterror & @Samm0 - 20 followings each ,
@tilefish - 18 followings ,
@WanderingWanderer - 17 followings & 10 followers - the best , honestly.

Reciprocity - or lack thereof - is in shambles ; out of 2 006 Directed links , only 161 pairs were Bi-directional , Effectively meaning ; Reciprocity rate is 8 per cent , with translation being : for every 100 follow actions , only 8 are returned , i.e./ It's basically a One-way Shouting contest.

95th Per centile Cut-off : Any user with > 5 followers or followings is already top 5 per cent , in essence ; even after We exclude the freaks , the avg. John MangaDex barely goes above one follower and a - Whooping & Grand - total of 22 people manage more than 2 Genuine 2-way relationships , in other words ; the Social graph is almost flat - It's a ton of Single-edge arenas and an handful of Tiny hubs.


From the chart It can be seen that there's a Deeper - & Secret - MangaDex society.

The 15 most common 3-letter combos : 1. man - 53 2. the - 53 - indeed , a tie 3. ter - 40 4. ing - 37 5. and - 34 6. rea - 34 7. ang - 32 8. ari - 28 9. ste - 26 10. ver - 23 11. der - 23 12. ant - 22 13. tra - 22 14. art - 22 15. ran - 21

Rank​ Suffix​ Raw count​ 1​ san​ 7​ 2​ kun​ 6​ 3​ sama​ 5​ 4-7 ( tie )​ chan , reader , shi , senpai , master​ 3 each​ 8-12 ( tie )​ knight , reaper , gaming , sensei​ 2 each​ 13-n​ every other " wannabe " suffix ( gamer , nii , dono , cat , & c. )​ 1 apiece​

If You're a guest and reading This post before You want to create Your New account , here are Some advices :

• New User-name means You need to choose It well and if You don't want to blend in , avoid any combo Containing man , the , ter , or ing - as They're already living Rent-free in Every-one's names.
• Slapping -san on the end will make You look about as Original as a Naruto Head-band at an Ani-con.
• If You want to be generic , take a name that's exactly around 9 characters long - Arithmetic mean over the Whole Cleaned list , that includes : Under-scores , hyphens , & What-ever Weird Other people love - and make It mantheter or themanter or tertheman or similar , You will be the John MangaDex , ergo ; congratulations , You shall slap a -san to It if It's not enough - theman-san.

Longest name : @theworldaroundusfallseverysinglesecondwespendhere , Shortest name : @3F.

Most gentlemen keep It around 10 characters ; one lunatic stretches to 49 , and a couple of minimalists barely type at all.


Hereinunder is attached the whole map - in S.V.G. form :

and an High-way view of the situation :
​

View attachment 21480


If You are curious , the transition from Inner ring to Outer ring happens by people getting in groups , such as this scene :

Ranging from 4 to 9 people rotating around a Single person - or vice versa.

Data for people are gathered from : Friendship lists - starting from @jecroisenlasuperioritedubel & " Active members " page.

I'm here again but still don't know why🤣