7

Alt % Checker

posted in Off Topic
Comments:
Threaded Linear
#1
ari

hello

i made a program that looks at the way two accounts speak and see if its similar to determine if they are alt accounts

for example

here is kirya and lyssss

 ============================================================
                    ANALYSIS RESULTS
============================================================

🟡 Possibly related
Alt Likelihood Score: 54.13% (Confidence: MODERATE)

--- Detailed Metrics ---
Word similarity:      77.52%
Bigram similarity:    48.68%
Trigram similarity:   6.94%
Style similarity:     50.32%
Punctuation sim:      70.02%

--- Vocabulary Overlap ---
Word overlap (Jaccard):   9.07%
Phrase overlap (Jaccard): 3.22%

--- Writing Style Comparison ---
Avg word length:      4.46 vs 4.20
Lexical diversity:    0.101 vs 0.209
Exclamation rate:     0.028 vs 0.159
Question rate:        0.144 vs 0.230
Caps usage:           0.053 vs 0.021
Emoji usage:          0.076 vs 0.376 (1257 vs 244 total)
Unique emojis:        81 vs 15
Slang usage:          0.012 vs 0.014
Ellipsis usage:       0.026 vs 0.034
Avg sentence length:  145.5 vs 124.7 chars

--- Most Common Shared Words ---
are, team, good, was, its, even, dont, got, better, sen, why, only, bro, win, cant

--- Most Common Shared Phrases ---
i dont, the best, a lot, of the, is the, is a, a good, not a, im not, in the

============================================================

C:\Users\ari\Downloads\New folder (7)

put accounts (can be you and another person or whatever) to test

definitely not 100% accurate but its a bit of fun

#2
cloudberry
0
Frags
+

enigma and eutalyx

#3
ari
1
Frags
+
============================================================
                    ANALYSIS RESULTS
============================================================

🟢 Unlikely to be alts
Alt Likelihood Score: 48.34% (Confidence: LOW)

--- Detailed Metrics ---
Word similarity:      57.52%
Bigram similarity:    24.98%
Trigram similarity:   1.67%
Style similarity:     58.28%
Punctuation sim:      64.09%

--- Vocabulary Overlap ---
Word overlap (Jaccard):   17.15%
Phrase overlap (Jaccard): 3.63%

--- Writing Style Comparison ---
Avg word length:      5.42 vs 4.50
Lexical diversity:    0.345 vs 0.322
Exclamation rate:     0.008 vs 0.088
Question rate:        0.050 vs 0.086
Caps usage:           0.025 vs 0.032
Emoji usage:          0.004 vs 0.010 (2 vs 5 total)
Unique emojis:        2 vs 3
Slang usage:          0.009 vs 0.007
Ellipsis usage:       0.004 vs 0.031
Avg sentence length:  132.2 vs 66.9 chars

--- Most Common Shared Words ---
are, fixed, thanks, its, was, match, dont, now, team, teams, were, thats, soon, good, should

--- Most Common Shared Phrases ---
in the, of the, you can, for the, will be, to the, is a, should be, at the, to be

============================================================

enigma left eutalyx right

#4
splashglazer
1
Frags
+

what’s my alt?

#6
ari
0
Frags
+

that was not the task splashglazer.

#8
splashglazer
2
Frags
+

ok splashglazer and ari what’s the percentage im actually you

#21
ari
0
Frags
+

============================================================
                    ANALYSIS RESULTS
============================================================

🟡 Possibly related
Alt Likelihood Score: 52.68% (Confidence: MODERATE)

--- Detailed Metrics ---
Word similarity:      65.50%
Bigram similarity:    26.32%
Trigram similarity:   1.92%
Style similarity:     73.96%
Punctuation sim:      39.04%

--- Vocabulary Overlap ---
Word overlap (Jaccard):   20.84%
Phrase overlap (Jaccard): 4.88%

--- Writing Style Comparison ---
Avg word length:      4.33 vs 4.68
Lexical diversity:    0.258 vs 0.249
Exclamation rate:     0.044 vs 0.039
Question rate:        0.140 vs 0.062
Caps usage:           0.082 vs 0.084
Emoji usage:          0.025 vs 0.008 (17 vs 10 total)
Unique emojis:        5 vs 7
Slang usage:          0.015 vs 0.017
Ellipsis usage:       0.038 vs 0.015
Avg sentence length:  150.1 vs 108.7 chars

--- Most Common Shared Words ---
was, its, dont, hes, think, are, good, tyloo, team, got, lol, still, has, sure, back

--- Most Common Shared Phrases ---
i dont, will be, but i, i think, i mean, dont think, of the, in the, if they, have a

============================================================
#5
Prase
1
Frags
+

BerLINglazer and emea is poo poo

#10
ari
0
Frags
+
============================================================
                    ANALYSIS RESULTS
============================================================

🟢 Unlikely to be alts
Alt Likelihood Score: 46.48% (Confidence: LOW)

--- Detailed Metrics ---
Word similarity:      55.84%
Bigram similarity:    29.48%
Trigram similarity:   5.70%
Style similarity:     45.66%
Punctuation sim:      80.37%

--- Vocabulary Overlap ---
Word overlap (Jaccard):   13.82%
Phrase overlap (Jaccard): 3.78%

--- Writing Style Comparison ---
Avg word length:      4.43 vs 4.52
Lexical diversity:    0.129 vs 0.256
Exclamation rate:     0.046 vs 0.290
Question rate:        0.090 vs 0.207
Caps usage:           0.019 vs 0.056
Emoji usage:          0.154 vs 0.037 (1520 vs 36 total)
Unique emojis:        70 vs 4
Slang usage:          0.014 vs 0.011
Ellipsis usage:       0.004 vs 0.011
Avg sentence length:  151.8 vs 83.2 chars

--- Most Common Shared Words ---
meow, its, title, berlin, dont, cuz, why, good, hes, team, are, thats, mean, gonna, fpx

--- Most Common Shared Phrases ---
meow 3, meow meow, i dont, in the, 3 meow, of the, my alt, this is, so i, on the

============================================================

Left is berlinglazer right is emea dude

#7
Tempest24
0
Frags
+

berlinglazer and poggpig

#12
ari
1
Frags
+
============================================================
                    ANALYSIS RESULTS
============================================================

🟡 Possibly related
Alt Likelihood Score: 61.55% (Confidence: MODERATE)

--- Detailed Metrics ---
Word similarity:      72.84%
Bigram similarity:    64.30%
Trigram similarity:   24.40%
Style similarity:     62.52%
Punctuation sim:      65.93%

--- Vocabulary Overlap ---
Word overlap (Jaccard):   21.24%
Phrase overlap (Jaccard): 6.43%

--- Writing Style Comparison ---
Avg word length:      4.43 vs 4.42
Lexical diversity:    0.129 vs 0.201
Exclamation rate:     0.046 vs 0.039
Question rate:        0.090 vs 0.103
Caps usage:           0.019 vs 0.047
Emoji usage:          0.154 vs 0.519 (1520 vs 2356 total)
Unique emojis:        70 vs 139
Slang usage:          0.014 vs 0.015
Ellipsis usage:       0.004 vs 0.002
Avg sentence length:  151.8 vs 139.4 chars

--- Most Common Shared Words ---
meow, its, dont, berlin, title, good, cuz, why, thats, are, hes, mean, poggpigg, was, uhh

--- Most Common Shared Phrases ---
meow 3, meow meow, i dont, 3 meow, uhh no, in the, im not, of the, shikush shevun, on the

============================================================

Left is berlinglazer right is poggpigg

#40
serot
0
Frags
+

holy exposed

#55
Goatfnc
0
Frags
+

Lmfao holy expose kekw

#109
poggpigg
0
Frags
+

its just cuz we meow too much

#9
GarbanzoEnjoyer
0
Frags
+

bees and GarbanzoEnjoyer

#15
ari
0
Frags
+
============================================================
                    ANALYSIS RESULTS
============================================================

🟠 Probably alt accounts
Alt Likelihood Score: 75.34% (Confidence: HIGH)

--- Detailed Metrics ---
Word similarity:      92.48%
Bigram similarity:    66.97%
Trigram similarity:   8.87%
Style similarity:     78.72%
Punctuation sim:      96.13%

--- Vocabulary Overlap ---
Word overlap (Jaccard):   33.98%
Phrase overlap (Jaccard): 10.50%

--- Writing Style Comparison ---
Avg word length:      4.32 vs 4.26
Lexical diversity:    0.139 vs 0.174
Exclamation rate:     0.005 vs 0.007
Question rate:        0.112 vs 0.087
Caps usage:           0.040 vs 0.032
Emoji usage:          0.014 vs 0.027 (30 vs 50 total)
Unique emojis:        12 vs 11
Slang usage:          0.013 vs 0.011
Ellipsis usage:       0.026 vs 0.031
Avg sentence length:  119.8 vs 209.1 chars

--- Most Common Shared Words ---
its, are, was, team, dont, because, good, more, how, play, think, teams, then, yeah, even

--- Most Common Shared Phrases ---
in the, of the, to be, this is, is a, i dont, i think, but i, its not, a lot

============================================================

i have a feeling this IS YOU

#18
GarbanzoEnjoyer
1
Frags
+

😱

#11
seven_glazer
0
Frags
+

berLINglazer and ky0uske

#13
ari
0
Frags
+
============================================================
                    ANALYSIS RESULTS
============================================================

🟢 Different users
Alt Likelihood Score: 30.26% (Confidence: VERY LOW)

--- Detailed Metrics ---
Word similarity:      20.25%
Bigram similarity:    5.80%
Trigram similarity:   0.34%
Style similarity:     40.09%
Punctuation sim:      61.81%

--- Vocabulary Overlap ---
Word overlap (Jaccard):   3.32%
Phrase overlap (Jaccard): 0.43%

--- Writing Style Comparison ---
Avg word length:      4.43 vs 4.87
Lexical diversity:    0.129 vs 0.594
Exclamation rate:     0.046 vs 0.016
Question rate:        0.090 vs 0.000
Caps usage:           0.019 vs 0.045
Emoji usage:          0.154 vs 0.419 (1520 vs 26 total)
Unique emojis:        70 vs 6
Slang usage:          0.014 vs 0.018
Ellipsis usage:       0.004 vs 0.000
Avg sentence length:  151.8 vs 266.0 chars

--- Most Common Shared Words ---
title, its, dont, good, team, was, only, also, then, still, than, how, even, idk, better

--- Most Common Shared Phrases ---
i dont, this is, to the, i was, to do, to me, the best, of them, better than, for the

============================================================

C:\Users\ari\Downloads\New folder (7)>
#14
Kiko
0
Frags
+

babysasuke and kiko

#17
ari
0
Frags
+
============================================================
                    ANALYSIS RESULTS
============================================================

🟡 Possibly related
Alt Likelihood Score: 56.84% (Confidence: MODERATE)

--- Detailed Metrics ---
Word similarity:      78.29%
Bigram similarity:    53.38%
Trigram similarity:   13.99%
Style similarity:     57.18%
Punctuation sim:      59.35%

--- Vocabulary Overlap ---
Word overlap (Jaccard):   23.37%
Phrase overlap (Jaccard): 7.16%

--- Writing Style Comparison ---
Avg word length:      4.36 vs 4.29
Lexical diversity:    0.062 vs 0.148
Exclamation rate:     0.039 vs 0.073
Question rate:        0.099 vs 0.119
Caps usage:           0.065 vs 0.054
Emoji usage:          0.288 vs 0.079 (6363 vs 324 total)
Unique emojis:        129 vs 58
Slang usage:          0.014 vs 0.011
Ellipsis usage:       0.004 vs 0.037
Avg sentence length:  223.8 vs 70.8 chars

--- Most Common Shared Words ---
are, was, team, bro, dont, its, emea, good, hes, best, think, than, has, only, better

--- Most Common Shared Phrases ---
in the, of the, the best, is the, i think, to be, the world, i dont, i am, is a

============================================================
#16
widepeepofrosty
0
Frags
+

yessirskiiii and cryozanderderrekenjoyer

#19
ari
1
Frags
+
============================================================
                    ANALYSIS RESULTS
============================================================

🟠 Probably alt accounts
Alt Likelihood Score: 66.73% (Confidence: HIGH)

--- Detailed Metrics ---
Word similarity:      85.17%
Bigram similarity:    69.98%
Trigram similarity:   21.58%
Style similarity:     66.27%
Punctuation sim:      70.22%

--- Vocabulary Overlap ---
Word overlap (Jaccard):   26.21%
Phrase overlap (Jaccard): 9.61%

--- Writing Style Comparison ---
Avg word length:      4.17 vs 4.48
Lexical diversity:    0.069 vs 0.124
Exclamation rate:     0.018 vs 0.049
Question rate:        0.149 vs 0.144
Caps usage:           0.079 vs 0.078
Emoji usage:          0.158 vs 0.728 (1552 vs 5676 total)
Unique emojis:        52 vs 187
Slang usage:          0.012 vs 0.014
Ellipsis usage:       0.039 vs 0.022
Avg sentence length:  82.3 vs 112.3 chars

--- Most Common Shared Words ---
bro, are, best, good, its, was, lil, team, dont, top, navi, better, even, think, hes

--- Most Common Shared Phrases ---
lil bro, the best, in the, of the, the world, is the, one of, he is, on the, i dont

============================================================
#20
KiwiJuice
2
Frags
+

delighted and justachillmf

#24
ari
3
Frags
+

i legitimately had to start multithreading to scrape delighted or it just took 30 minutes

============================================================
                    ANALYSIS RESULTS
============================================================

🟠 Probably alt accounts
Alt Likelihood Score: 71.50% (Confidence: HIGH)

--- Detailed Metrics ---
Word similarity:      88.26%
Bigram similarity:    62.74%
Trigram similarity:   11.45%
Style similarity:     73.89%
Punctuation sim:      91.54%

--- Vocabulary Overlap ---
Word overlap (Jaccard):   19.99%
Phrase overlap (Jaccard): 6.14%

--- Writing Style Comparison ---
Avg word length:      4.39 vs 4.39
Lexical diversity:    0.066 vs 0.170
Exclamation rate:     0.037 vs 0.068
Question rate:        0.086 vs 0.183
Caps usage:           0.116 vs 0.105
Emoji usage:          0.364 vs 0.372 (12197 vs 1410 total)
Unique emojis:        133 vs 48
Slang usage:          0.015 vs 0.015
Ellipsis usage:       0.011 vs 0.007
Avg sentence length:  161.2 vs 91.5 chars

--- Most Common Shared Words ---
are, team, its, bro, shit, fucking, was, than, even, champs, still, win, better, good, dont

--- Most Common Shared Phrases ---
in the, of the, is the, this is, is a, to be, better than, for the, the best, they are

============================================================
#22
JonahPork
2
Frags
+

JonahPork and gamr

#27
ari
2
Frags
+
============================================================
                    ANALYSIS RESULTS
============================================================

🟠 Certainly alt accounts
Alt Likelihood Score: 91.30% (Confidence: CERTAIN)

--- Detailed Metrics ---
Word similarity:      90.18%
Bigram similarity:    73.28%
Trigram similarity:   37.88%
Style similarity:     68.99%
Punctuation sim:      85.90%

--- Vocabulary Overlap ---
Word overlap (Jaccard):   28.41%
Phrase overlap (Jaccard): 10.27%

--- Writing Style Comparison ---
Avg word length:      4.28 vs 4.28
Lexical diversity:    0.110 vs 0.079
Exclamation rate:     0.003 vs 0.015
Question rate:        0.072 vs 0.095
Caps usage:           0.044 vs 0.046
Emoji usage:          0.076 vs 0.107 (174 vs 880 total)
Unique emojis:        12 vs 48
Slang usage:          0.014 vs 0.015
Ellipsis usage:       0.000 vs 0.004
Avg sentence length:  201.3 vs 134.5 chars

--- Most Common Shared Words ---
was, are, its, dont, team, good, guard, than, even, player, hes, best, better, bro, only

--- Most Common Shared Phrases ---
the guard, in the, the best, of the, i dont, he was, is the, is a, to be, better than

============================================================
#23
Disastered
0
Frags
+

disastered and butterflyeffect23

#25
ash_knuckles
0
Frags
+

rerun it with cosine similarity instead and see how the numbers match

do me and clocksy888

#31
ari
0
Frags
+

clocksy888 is not a user

#32
ash_knuckles
0
Frags
+

clocksky888
he used to type a fuck ton of essays

#34
ari
1
Frags
+
============================================================
                    ANALYSIS RESULTS
============================================================

🟡 Possibly related
Alt Likelihood Score: 61.24% (Confidence: MODERATE)

--- Detailed Metrics ---
Word similarity:      76.89%
Bigram similarity:    60.26%
Trigram similarity:   7.12%
Style similarity:     55.58%
Punctuation sim:      92.54%

--- Vocabulary Overlap ---
Word overlap (Jaccard):   19.31%
Phrase overlap (Jaccard): 5.86%

--- Writing Style Comparison ---
Avg word length:      4.58 vs 4.40
Lexical diversity:    0.191 vs 0.145
Exclamation rate:     0.096 vs 0.031
Question rate:        0.224 vs 0.089
Caps usage:           0.056 vs 0.034
Emoji usage:          0.082 vs 0.076 (77 vs 431 total)
Unique emojis:        19 vs 83
Slang usage:          0.011 vs 0.017
Ellipsis usage:       0.790 vs 0.037
Avg sentence length:  41.2 vs 94.3 chars

--- Most Common Shared Words ---
are, its, good, dont, bro, was, has, shit, more, team, even, been, lol, too, only

--- Most Common Shared Phrases ---
of the, in the, to be, is a, on the, i dont, this is, to the, is the, it is

============================================================
#43
ash_knuckles
0
Frags
+

those jaccard values aren't telling u anything methinks

updoot tho, bery cool 👍

#66
ari
0
Frags
+

they are very very low in the overall formula to come to make the percentage, they are just there though i will remove them cause you are right

#26
Skwish
0
Frags
+

skwish and berlinglazer

#36
ari
0
Frags
+
============================================================
                    ANALYSIS RESULTS
============================================================

🟢 Unlikely to be alts
Alt Likelihood Score: 46.55% (Confidence: LOW)

--- Detailed Metrics ---
Word similarity:      49.30%
Bigram similarity:    32.56%
Trigram similarity:   3.85%
Style similarity:     59.51%
Punctuation sim:      50.80%

--- Vocabulary Overlap ---
Word overlap (Jaccard):   20.82%
Phrase overlap (Jaccard): 5.91%

--- Writing Style Comparison ---
                      [skwish] vs [berlinglazer]
Avg word length:      4.23 vs 4.43
Lexical diversity:    0.181 vs 0.129
Exclamation rate:     0.065 vs 0.046
Question rate:        0.069 vs 0.090
Caps usage:           0.049 vs 0.019
Emoji usage:          0.036 vs 0.154 (66 vs 1520 total)
Unique emojis:        20 vs 70
Slang usage:          0.014 vs 0.014
Ellipsis usage:       0.016 vs 0.004
Avg sentence length:  255.7 vs 151.8 chars

--- Most Common Shared Words ---
meow, its, dont, title, berlin, why, good, are, was, gonna, thats, think, hes, team, people

--- Most Common Shared Phrases ---
meow 3, i dont, in the, of the, i think, on the, so i, this is, but i, to be

============================================================
#28
veronika
0
Frags
+

veronika and Berlinglazer

#35
ari
0
Frags
+
============================================================
                    ANALYSIS RESULTS
============================================================

🟢 Unlikely to be alts
Alt Likelihood Score: 41.67% (Confidence: LOW)

--- Detailed Metrics ---
Word similarity:      55.83%
Bigram similarity:    39.09%
Trigram similarity:   5.48%
Style similarity:     62.58%
Punctuation sim:      67.06%

--- Vocabulary Overlap ---
Word overlap (Jaccard):   22.14%
Phrase overlap (Jaccard): 7.27%

--- Writing Style Comparison ---
                      [veronika] vs [berlinglazer]
Avg word length:      4.14 vs 4.43
Lexical diversity:    0.146 vs 0.129
Exclamation rate:     0.101 vs 0.046
Question rate:        0.151 vs 0.090
Caps usage:           0.035 vs 0.019
Emoji usage:          0.131 vs 0.154 (522 vs 1520 total)
Unique emojis:        33 vs 70
Slang usage:          0.014 vs 0.014
Ellipsis usage:       0.064 vs 0.004
Avg sentence length:  97.1 vs 151.8 chars

--- Most Common Shared Words ---
meow, its, dont, good, title, are, yea, berlin, why, was, thats, hes, cuz, uhh, think

--- Most Common Shared Phrases ---
meow 3, i dont, in the, of the, but i, i have, so i, on the, 3 meow, i think

============================================================
#29
Laundry
2
Frags
+

Drop the GitHub twin

#30
ari
0
Frags
+

maybe

#33
amigo_colega
0
Frags
+

Are you doing a course in Natural Language Processing? I'm assuming this is a part of one of your projects. Cool stuff! <3

#37
ari
0
Frags
+

nope i just got bored 4 hours ago and decided this is how i should spend my time, thanks though!! <3

#38
Elso
0
Frags
+

Elso and rErebus_

#39
ari
0
Frags
+
============================================================
                    ANALYSIS RESULTS
============================================================

🟡 Possibly related
Alt Likelihood Score: 52.21% (Confidence: MODERATE)

--- Detailed Metrics ---
Word similarity:      67.12%
Bigram similarity:    26.44%
Trigram similarity:   1.81%
Style similarity:     59.39%
Punctuation sim:      72.52%

--- Vocabulary Overlap ---
Word overlap (Jaccard):   23.26%
Phrase overlap (Jaccard): 5.30%

--- Writing Style Comparison ---
                      [rErebus_] vs [Elso]
Avg word length:      4.23 vs 4.24
Lexical diversity:    0.231 vs 0.146
Exclamation rate:     0.000 vs 0.088
Question rate:        0.140 vs 0.168
Caps usage:           0.032 vs 0.120
Emoji usage:          0.060 vs 0.061 (17 vs 186 total)
Unique emojis:        2 vs 66
Slang usage:          0.012 vs 0.009
Ellipsis usage:       0.007 vs 0.029
Avg sentence length:  248.5 vs 76.2 chars

--- Most Common Shared Words ---
hype, bro, are, was, its, good, team, dont, hes, sen, tenz, youre, sentinels, even, time

--- Most Common Shared Phrases ---
in the, i dont, of the, is the, to be, is a, the best, i think, on the, the same

============================================================
#41
Disastered
0
Frags
+

just say u hate me buddy

#42
SudokuDude
0
Frags
+

How did you do this?

#64
precipitateng
-1
Frags
+

looks like vibecoding lol

#44
dimmed
0
Frags
+

babysasuke and sentinelmain377

#49
ari
0
Frags
+
============================================================

🟡 Possibly related
Alt Likelihood Score: 59.32% (Confidence: MODERATE)

--- Detailed Metrics ---
Word similarity:      78.69%
Bigram similarity:    69.49%
Trigram similarity:   19.74%
Style similarity:     52.23%
Punctuation sim:      68.62%

--- Vocabulary Overlap ---
Word overlap (Jaccard):   17.84%
Phrase overlap (Jaccard): 9.17%

--- Writing Style Comparison ---
                      [babysasuke] vs [sentinelmain377]
Avg word length:      4.36 vs 4.59
Lexical diversity:    0.062 vs 0.100
Exclamation rate:     0.039 vs 0.011
Question rate:        0.099 vs 0.577
Caps usage:           0.065 vs 0.158
Emoji usage:          0.288 vs 0.185 (6363 vs 2880 total)
Unique emojis:        129 vs 38
Slang usage:          0.014 vs 0.012
Ellipsis usage:       0.004 vs 0.017
Avg sentence length:  223.8 vs 49.7 chars

--- Most Common Shared Words ---
are, was, emea, team, bro, good, dont, teams, best, top, fnatic, its, only, than, fnc

--- Most Common Shared Phrases ---
in the, of the, the best, is the, to be, is a, i dont, this is, i think, the world

============================================================
#52
dimmed
1
Frags
+

hmm closer than I expected

#45
KiwiJuice
0
Frags
+

Estos and foythvlr

#47
ari
0
Frags
+
============================================================
                    ANALYSIS RESULTS
============================================================

🟠 Probably alt accounts
Alt Likelihood Score: 67.26% (Confidence: HIGH)

--- Detailed Metrics ---
Word similarity:      87.01%
Bigram similarity:    69.19%
Trigram similarity:   23.10%
Style similarity:     58.68%
Punctuation sim:      91.33%

--- Vocabulary Overlap ---
Word overlap (Jaccard):   22.66%
Phrase overlap (Jaccard): 7.83%

--- Writing Style Comparison ---
                      [Estos] vs [foythvlr]
Avg word length:      4.23 vs 4.36
Lexical diversity:    0.138 vs 0.077
Exclamation rate:     0.104 vs 0.029
Question rate:        0.117 vs 0.100
Caps usage:           0.069 vs 0.035
Emoji usage:          0.142 vs 0.057 (588 vs 566 total)
Unique emojis:        62 vs 23
Slang usage:          0.016 vs 0.014
Ellipsis usage:       0.058 vs 0.018
Avg sentence length:  92.4 vs 173.9 chars

--- Most Common Shared Words ---
was, are, think, its, good, team, dont, hes, lol, time, more, really, even, because, loud

--- Most Common Shared Phrases ---
i think, of the, i dont, is a, in the, will be, but i, on the, to be, he was

============================================================
#48
foythvlr
1
Frags
+

These Brazilians

#51
KiwiJuice
1
Frags
+

that's actually funny

#53
foythvlr
1
Frags
+

estos is cool so im happy

#111
eStos
0
Frags
+

thanks :)

#110
eStos
0
Frags
+

I think foyth has been here for WAY longer than me lol I would be his alt account if that was the case

#46
foythvlr
0
Frags
+

king_bob and babysasuke

#50
ari
0
Frags
+
============================================================
                    ANALYSIS RESULTS
============================================================

🟡 Possibly related
Alt Likelihood Score: 56.13% (Confidence: MODERATE)

--- Detailed Metrics ---
Word similarity:      78.91%
Bigram similarity:    66.82%
Trigram similarity:   12.98%
Style similarity:     56.67%
Punctuation sim:      42.41%

--- Vocabulary Overlap ---
Word overlap (Jaccard):   25.87%
Phrase overlap (Jaccard): 8.46%

--- Writing Style Comparison ---
                      [king_bob] vs [babysasuke]
Avg word length:      4.56 vs 4.36
Lexical diversity:    0.123 vs 0.062
Exclamation rate:     0.796 vs 0.039
Question rate:        0.202 vs 0.099
Caps usage:           0.106 vs 0.065
Emoji usage:          0.498 vs 0.288 (2940 vs 6363 total)
Unique emojis:        119 vs 129
Slang usage:          0.011 vs 0.014
Ellipsis usage:       0.005 vs 0.004
Avg sentence length:  54.8 vs 223.8 chars

--- Most Common Shared Words ---
are, was, its, team, bro, dont, emea, hes, good, think, best, has, only, shit, even

--- Most Common Shared Phrases ---
in the, of the, the best, i think, to be, is the, i dont, this is, the world, is a

============================================================
#54
veronika
1
Frags
+

holy shit

#56
Maniacwolf
0
Frags
+

you cooked with this one ngl

#57
ari
0
Frags
+

ty

#58
Laundry
0
Frags
+

Ari and vctscrims

#60
ari
0
Frags
+

theyre gonna be totally different because most of that one is just scrim scores.

============================================================
                    ANALYSIS RESULTS
============================================================

🟢 Unlikely to be alts
Alt Likelihood Score: 41.89% (Confidence: LOW)

--- Detailed Metrics ---
Word similarity:      49.17%
Bigram similarity:    23.34%
Trigram similarity:   1.41%
Style similarity:     56.92%
Punctuation sim:      37.64%

--- Vocabulary Overlap ---
Word overlap (Jaccard):   18.64%
Phrase overlap (Jaccard): 5.03%

--- Writing Style Comparison ---
                      [ari] vs [vctscrims]
Avg word length:      4.68 vs 4.19
Lexical diversity:    0.249 vs 0.310
Exclamation rate:     0.041 vs 0.014
Question rate:        0.062 vs 2.249
Caps usage:           0.083 vs 0.215
Emoji usage:          0.008 vs 0.011 (10 vs 6 total)
Unique emojis:        7 vs 3
Slang usage:          0.017 vs 0.006
Ellipsis usage:       0.015 vs 0.009
Avg sentence length:  108.7 vs 22.7 chars

--- Most Common Shared Words ---
was, its, navi, are, dont, sen, hes, think, team, lol, fnc, now, nrg, has, said

--- Most Common Shared Phrases ---
i dont, but i, will be, it was, in the, i mean, this is, i think, is not, dont think

============================================================

============================================================
Press Enter to exit...
#59
KiwiJuice
2
Frags
+

king_bob and themaniel

#61
ari
1
Frags
+
============================================================
                    ANALYSIS RESULTS
============================================================

🟡 Possibly related
Alt Likelihood Score: 62.32% (Confidence: MODERATE)

--- Detailed Metrics ---
Word similarity:      75.20%
Bigram similarity:    59.09%
Trigram similarity:   7.52%
Style similarity:     68.06%
Punctuation sim:      69.59%

--- Vocabulary Overlap ---
Word overlap (Jaccard):   27.43%
Phrase overlap (Jaccard): 9.26%

--- Writing Style Comparison ---
                      [king_bob] vs [themaniel]
Avg word length:      4.56 vs 4.28
Lexical diversity:    0.123 vs 0.092
Exclamation rate:     0.796 vs 0.169
Question rate:        0.202 vs 0.090
Caps usage:           0.106 vs 0.087
Emoji usage:          0.498 vs 0.290 (2940 vs 2324 total)
Unique emojis:        119 vs 64
Slang usage:          0.011 vs 0.011
Ellipsis usage:       0.005 vs 0.007
Avg sentence length:  54.8 vs 114.9 chars

--- Most Common Shared Words ---
are, its, was, team, dont, think, wolves, bro, good, win, demon1, fucking, even, has, why

--- Most Common Shared Phrases ---
in the, i think, of the, i dont, to be, on the, the best, this is, for the, is a

============================================================

============================================================
Press Enter to exit...
#62
ari
0
Frags
+

Going to sleep now

The scraper is not incredibly optimised so it runs at about 5000 messages per 30 seconds, though I am caching everyone I run, so someone like Delighted for the first time would take about 4-5 minutes to even scrape.
Might do a few more tonight but tomorrow I'll do all of them

#63
Goatfnc
0
Frags
+

Themaniel and veronika

#65
ari
0
Frags
+
============================================================
                    ANALYSIS RESULTS
============================================================

🟢 Unlikely to be alts
Alt Likelihood Score: 41.62% (Confidence: LOW)

--- Detailed Metrics ---
Word similarity:      53.34%
Bigram similarity:    58.05%
Trigram similarity:   8.11%
Style similarity:     60.65%
Punctuation sim:      93.81%

--- Vocabulary Overlap ---
Word overlap (Jaccard):   26.83%
Phrase overlap (Jaccard): 7.90%

--- Writing Style Comparison ---
                      [themaniel] vs [veronika]
Avg word length:      4.28 vs 4.14
Lexical diversity:    0.092 vs 0.146
Exclamation rate:     0.169 vs 0.101
Question rate:        0.090 vs 0.151
Caps usage:           0.087 vs 0.035
Emoji usage:          0.290 vs 0.131 (2324 vs 522 total)
Unique emojis:        64 vs 33
Slang usage:          0.011 vs 0.014
Ellipsis usage:       0.007 vs 0.064
Avg sentence length:  114.9 vs 97.1 chars

--- Most Common Shared Words ---
are, was, its, dont, good, wolves, think, team, win, bro, only, people, even, has, hes

--- Most Common Shared Phrases ---
in the, i think, i dont, of the, to be, but i, is the, on the, i have, the best

============================================================
#67
veronika
0
Frags
+

😭😭 it would be funny if we were the same person

#68
Lyxium
0
Frags
+

Me and elysium

#94
Lyxium
0
Frags
+

Damn I am indeed elysium alt 😔

#96
ari
0
Frags
+

I need a vlr name, idk ely's vlr name

#97
Lyxium
0
Frags
+

I don't find their vlr acc, but do this instead https://www.vlr.gg/user/elysxxm

#98
ari
0
Frags
+
============================================================
                    ANALYSIS RESULTS
============================================================

🟡 Possibly related
Alt Likelihood Score: 53.50% (Confidence: MODERATE)

--- Writing Style Comparison ---
                      [elysxxm] vs [lyxium]
avg word length:      4.21 vs 4.21
vocab diversity:    0.111 vs 0.195
exclamation rate:     0.030 vs 0.026
question rate:        0.233 vs 0.054
caps usage:           0.052 vs 0.102
emoji usage:          0.093 vs 0.048 (227 vs 116 total)
unique emojis:        31 vs 19
slang usage:          0.009 vs 0.013
ellipsis usage:       0.015 vs 0.013
avg sentence length:  144.5 vs 210.3 chars

--- Detailed Metrics ---
style similarity:     58.77% (45% weight)
punctuation similarity:      56.17% (20% weight)
word similarity:      69.64% (15% weight)
bigram similarity:    42.62% (12% weight)
trigram similarity:   3.26% (8% weight)

--- Most Common Shared Words ---
are, was, team, its, dont, good, bro, top, were, sentinels, how, even, win, now, better

--- Most Common Shared Phrases ---
i dont, in the, of the, to be, they are, the same, i have, and i, but i, i just
#69
WhzyGlazer420
0
Frags
+

whzyglazer420 and berlinglazer

#72
ari
0
Frags
+
============================================================
                    ANALYSIS RESULTS
============================================================

🟢 Unlikely to be alts
Alt Likelihood Score: 49.39% (Confidence: LOW)

--- Writing Style Comparison ---
                      [whzyglazer420] vs [berlinglazer]
avg word length:      4.44 vs 4.43
vocab diversity:    0.198 vs 0.129
exclamation rate:     0.008 vs 0.046
question rate:        0.083 vs 0.090
caps usage:           0.066 vs 0.019
emoji usage:          0.009 vs 0.154 (10 vs 1520 total)
unique emojis:        5 vs 70
slang usage:          0.014 vs 0.014
ellipsis usage:       0.005 vs 0.004
avg sentence length:  257.4 vs 151.8 chars

--- Detailed Metrics (Lower Priority) ---
style similarity:     57.80% (60% weight)
word similarity:      34.56% (15% weight)
bigram similarity:    16.80% (10% weight)
punctuation similarity:      77.72% (10% weight)
trigram similarity:   1.60% (5% weight)

--- Most Common Shared Words ---
meow, its, title, dont, berlin, cuz, why, good, are, tr0nt, team, hes, thats, was, gonna

--- Most Common Shared Phrases ---
meow 3, i dont, in the, of the, my alt, so i, on the, is a, is the, i have

============================================================
#70
TheFumbler
0
Frags
+

TheFumbler & NexusNomad (My goat)

#73
ari
0
Frags
+
============================================================
                    ANALYSIS RESULTS
============================================================

🟠 Probably alt accounts
Alt Likelihood Score: 70.91% (Confidence: HIGH)

--- Writing Style Comparison ---
                      [thefumbler] vs [nexusnomad]
avg word length:      4.34 vs 4.28
vocab diversity:    0.154 vs 0.147
exclamation rate:     0.023 vs 0.044
question rate:        0.301 vs 0.217
caps usage:           0.053 vs 0.046
emoji usage:          0.113 vs 0.018 (156 vs 27 total)
unique emojis:        8 vs 18
slang usage:          0.008 vs 0.008
ellipsis usage:       0.003 vs 0.017
avg sentence length:  66.2 vs 64.9 chars

--- Detailed Metrics (Lower Priority) ---
style similarity:     69.29% (60% weight)
word similarity:      86.87% (15% weight)
bigram similarity:    66.53% (10% weight)
punctuation similarity:      87.25% (10% weight)
trigram similarity:   18.51% (5% weight)

--- Most Common Shared Words ---
are, was, dont, team, its, bro, how, play, even, year, has, too, see, more, good

--- Most Common Shared Phrases ---
of the, in the, he is, i dont, is a, this is, is the, to be, the same, they are

============================================================
#71
catNmouse
0
Frags
+

amovie and meanie

#75
ari
0
Frags
+
============================================================
                    ANALYSIS RESULTS
============================================================

🟠 Probably alt accounts
Alt Likelihood Score: 70.45% (Confidence: HIGH)

--- Writing Style Comparison ---
                      [amovie] vs [meanie]
avg word length:      4.25 vs 4.34
vocab diversity:    0.185 vs 0.185
exclamation rate:     0.087 vs 0.071
question rate:        0.245 vs 0.219
caps usage:           0.045 vs 0.050
emoji usage:          0.065 vs 0.240 (46 vs 260 total)
unique emojis:        11 vs 47
slang usage:          0.015 vs 0.011
ellipsis usage:       0.000 vs 0.003
avg sentence length:  132.2 vs 129.7 chars

--- Detailed Metrics (Lower Priority) ---
style similarity:     70.94% (60% weight)
word similarity:      83.50% (15% weight)
bigram similarity:    52.36% (10% weight)
punctuation similarity:      97.78% (10% weight)
trigram similarity:   6.93% (5% weight)

--- Most Common Shared Words ---
are, was, sen, its, think, team, shit, why, how, hes, has, even, now, dont, people

--- Most Common Shared Phrases ---
this is, in the, to be, do you, for the, i think, of the, is the, on the, is a

============================================================
#74
Jinxypoo
0
Frags
+

Zerphyr1 & Jinxypoo

#123
ari
0
Frags
+

============================================================
ANALYSIS RESULTS
============================================================

🟡 Possibly related
Alt Likelihood Score: 56.25% (Confidence: MODERATE)

--- Writing Style Comparison ---
[zerphyr1] vs [jinxypoo]
avg word length: 4.34 vs 4.56
vocab diversity: 0.075 vs 0.256
exclamation rate: 0.022 vs 0.146
question rate: 0.185 vs 0.095
caps usage: 0.054 vs 0.073
emoji usage: 0.319 vs 0.186 (2752 vs 243 total)
unique emojis: 152 vs 28
slang usage: 0.010 vs 0.016
ellipsis usage: 0.010 vs 0.030
avg sentence length: 99.1 vs 86.4 chars

--- Detailed Metrics ---
style similarity: 51.71% (45% weight)
punctuation similarity: 81.52% (20% weight)
word similarity: 78.79% (15% weight)
bigram similarity: 38.65% (12% weight)
trigram similarity: 2.71% (8% weight)

--- Most Common Shared Words ---
are, was, its, team, then, good, okobotro, dont, teams, even, has, only, better, game, bro

--- Most Common Shared Phrases ---
in the, of the, they are, this is, the best, to be, would be, i dont, will be, is a

============================================================

#76
229fn
0
Frags
+

229fn and veronika

#77
ari
0
Frags
+
============================================================
                    ANALYSIS RESULTS
============================================================

🟡 Possibly related
Alt Likelihood Score: 57.68% (Confidence: MODERATE)

--- Writing Style Comparison ---
                      [229fn] vs [veronika]
avg word length:      4.32 vs 4.14
vocab diversity:    0.097 vs 0.146
exclamation rate:     0.016 vs 0.101
question rate:        0.094 vs 0.151
caps usage:           0.056 vs 0.035
emoji usage:          0.176 vs 0.131 (1381 vs 522 total)
unique emojis:        24 vs 33
slang usage:          0.014 vs 0.014
ellipsis usage:       0.006 vs 0.064
avg sentence length:  244.3 vs 97.1 chars

--- Detailed Metrics (Lower Priority) ---
style similarity:     63.79% (60% weight)
word similarity:      72.38% (15% weight)
bigram similarity:    57.38% (10% weight)
punctuation similarity:      24.53% (10% weight)
trigram similarity:   7.07% (5% weight)

--- Most Common Shared Words ---
are, was, its, meow, dont, team, good, think, lol, nah, because, even, why, has, vlr

--- Most Common Shared Phrases ---
i dont, in the, of the, but i, i think, this is, on the, to be, is the, i have
#78
natalieeeee
0
Frags
+

me and 229fn

#95
ari
1
Frags
+

============================================================
ANALYSIS RESULTS
============================================================

🟢 Likely the same person
Alt Likelihood Score: 94.23% (Confidence: HIGH)

--- Writing Style Comparison ---
[229fn] vs [natalieeeee]
avg word length: 4.45 vs 4.60
vocab diversity: 0.097 vs 0.094
exclamation rate: 0.016 vs 0.019
question rate: 0.094 vs 0.120
caps usage: 0.056 vs 0.059
emoji usage: 0.176 vs 0.027 (1381 vs 16 total)
unique emojis: 24 vs 3
slang usage: 0.014 vs 0.045
ellipsis usage: 0.006 vs 0.002
avg sentence length: 244.3 vs 134.2 chars

--- Detailed Metrics ---
style similarity: 91.00%
punctuation similarity: 92.96%
word similarity: 83.19%
bigram similarity: 91.45%
trigram similarity: 0.90%

--- Most Common Shared Words ---
meow, was, are, team, its, lol, dont, nah, rankers, because, even, yeah, running, think, why

--- Most Common Shared Phrases ---
of the, in the, i dont, i think, this is, to be, on the, but i, is a, i mean

============================================================

#99
king_bob
1
Frags
+

wtf

#79
king_bob
0
Frags
+

feels like if it’s not at least above 70% the thought shouldn’t even be entertained

#80
foythvlr
0
Frags
+

gamergirl and king_bob

#82
king_bob
0
Frags
+

lmfao

#83
foythvlr
0
Frags
+

90%+

#84
king_bob
0
Frags
+

but on what grounds though, we cheer for almost polar opposite teams

#87
foythvlr
0
Frags
+

purposefully chose it to avoid suspicion

#88
king_bob
0
Frags
+

are you fucking kidding me https://www.vlr.gg/579906/honest-convo/

#89
foythvlr
0
Frags
+

LMFAO

#93
ari
0
Frags
+

============================================================
ANALYSIS RESULTS
============================================================

🟢 Unlikely to be alts
Alt Likelihood Score: 43.39% (Confidence: LOW)

--- Writing Style Comparison ---
[gamergirl] vs [king_bob]
avg word length: 4.41 vs 4.56
vocab diversity: 0.086 vs 0.123
exclamation rate: 0.013 vs 0.796
question rate: 0.068 vs 0.202
caps usage: 0.034 vs 0.106
emoji usage: 0.010 vs 0.498 (83 vs 2940 total)
unique emojis: 19 vs 119
slang usage: 0.015 vs 0.011
ellipsis usage: 0.021 vs 0.005
avg sentence length: 289.3 vs 54.8 chars

--- Detailed Metrics ---
style similarity: 38.17% (45% weight)
punctuation similarity: 32.93% (20% weight)
word similarity: 77.34% (15% weight)
bigram similarity: 60.43% (12% weight)
trigram similarity: 9.72% (8% weight)

--- Most Common Shared Words ---
are, its, was, team, has, better, hes, good, think, best, lol, bro, dont, than, demon1

--- Most Common Shared Phrases ---
in the, the best, of the, is a, i think, is the, this is, to be, i dont, better than

============================================================

============================================================

#81
serro
0
Frags
+

serro and serranya

#92
ari
0
Frags
+

============================================================
ANALYSIS RESULTS
============================================================

🟡 Possibly related
Alt Likelihood Score: 54.12% (Confidence: MODERATE)

--- Writing Style Comparison ---
[serro] vs [serranya]
avg word length: 4.50 vs 4.27
vocab diversity: 0.362 vs 0.409
exclamation rate: 0.013 vs 0.034
question rate: 0.192 vs 0.152
caps usage: 0.049 vs 0.066
emoji usage: 0.403 vs 0.149 (193 vs 44 total)
unique emojis: 7 vs 17
slang usage: 0.020 vs 0.014
ellipsis usage: 0.013 vs 0.017
avg sentence length: 117.8 vs 95.1 chars

--- Detailed Metrics ---
style similarity: 66.47% (45% weight)
punctuation similarity: 54.89% (20% weight)
word similarity: 72.42% (15% weight)
bigram similarity: 18.58% (12% weight)
trigram similarity: 1.72% (8% weight)

--- Most Common Shared Words ---
are, good, bro, was, hes, team, think, dont, sen, its, zekken, why, really, better, were

--- Most Common Shared Phrases ---
i think, is a, this is, of the, they are, i dont, is this, i mean, a good, would be

============================================================

============================================================

#85
king_bob
0
Frags
+

Yessirskiiii and MneMaloMaloMaloTebya

#91
ari
0
Frags
+

============================================================
ANALYSIS RESULTS
============================================================

🟡 Possibly related
Alt Likelihood Score: 60.98% (Confidence: MODERATE)

--- Writing Style Comparison ---
[Yessirskiiii] vs [MneMaloMaloMaloTebya]
avg word length: 4.17 vs 4.27
vocab diversity: 0.069 vs 0.183
exclamation rate: 0.018 vs 0.112
question rate: 0.149 vs 0.170
caps usage: 0.079 vs 0.016
emoji usage: 0.158 vs 0.165 (1552 vs 241 total)
unique emojis: 52 vs 33
slang usage: 0.012 vs 0.016
ellipsis usage: 0.039 vs 0.075
avg sentence length: 82.3 vs 63.2 chars

--- Detailed Metrics (Lower Priority) ---
style similarity: 59.29% (60% weight)
word similarity: 77.29% (15% weight)
bigram similarity: 52.40% (10% weight)
punctuation similarity: 81.26% (10% weight)
trigram similarity: 9.01% (5% weight)

--- Most Common Shared Words ---
are, bro, best, lil, good, team, was, its, dont, top, navi, hes, better, tho, too

--- Most Common Shared Phrases ---
the best, lil bro, in the, of the, the world, one of, is the, to be, on the, he is

============================================================

============================================================

#86
31Raven
0
Frags
+

31raven and berlinglazer

#90
ari
0
Frags
+

============================================================
ANALYSIS RESULTS
============================================================

🟡 Possibly related
Alt Likelihood Score: 48.10% (Confidence: MODERATE)

--- Writing Style Comparison ---
[31raven] vs [berlinglazer]
avg word length: 4.30 vs 4.43
vocab diversity: 0.154 vs 0.129
exclamation rate: 0.007 vs 0.046
question rate: 0.074 vs 0.090
caps usage: 0.028 vs 0.019
emoji usage: 0.048 vs 0.154 (267 vs 1520 total)
unique emojis: 26 vs 70
slang usage: 0.015 vs 0.014
ellipsis usage: 0.009 vs 0.004
avg sentence length: 196.9 vs 151.8 chars

--- Detailed Metrics ---
style similarity: 59.60% (60% weight)
word similarity: 55.67% (15% weight)
bigram similarity: 34.45% (10% weight)
punctuation similarity: 73.37% (10% weight)
trigram similarity: 4.20% (5% weight)

--- Most Common Shared Words ---
meow, its, dont, good, are, title, was, cuz, why, berlin, team, hes, thats, think, gonna

--- Most Common Shared Phrases ---
meow 3, i dont, in the, of the, i think, on the, this is, to be, is a, but i

============================================================

#100
Frogger0_0
0
Frags
+

Frogger0_0 and froggy_lol

#151
ari
0
Frags
+

============================================================
ANALYSIS RESULTS
============================================================

🟡 Likely the same person
Alt Likelihood Score: 72.77% (Confidence: MODERATE)

--- Writing Style Comparison ---
[Frogger0_0] vs [froggy_lol]
avg word length: 4.91 vs 4.26
vocab diversity: 0.145 vs 0.186
exclamation rate: 0.018 vs 0.062
question rate: 0.150 vs 0.207
caps usage: 0.102 vs 0.114
emoji usage: 0.149 vs 0.505 (1929 vs 977 total)
unique emojis: 82 vs 27
slang usage: 0.016 vs 0.011
ellipsis usage: 0.011 vs 0.012
avg sentence length: 136.4 vs 77.7 chars

--- Detailed Metrics ---
style similarity: 59.68% (35% weight)
punctuation similarity: 75.59% (18% weight)
word similarity: 71.15% (18% weight)
bigram similarity: 32.92% (15% weight)
trigram similarity: 3.78% (14% weight)

--- Most Common Shared Words ---
are, good, dont, team, was, running, runner, sen, its, has, think, fuck, bro, than, even

--- Most Common Shared Phrases ---
running from, i am, he is, in the, i dont, is a, is the, is not, so good, would be

============================================================

============================================================

#101
Number1_Suzu_Fan
0
Frags
+

Number_1_Sheydos_Fan and Itsover

#150
ari
0
Frags
+

============================================================
ANALYSIS RESULTS
============================================================

🟡 Possibly related
Alt Likelihood Score: 51.73% (Confidence: MODERATE)

--- Writing Style Comparison ---
[number_1_sheydos_fan] vs [itsover]
avg word length: 4.56 vs 4.43
vocab diversity: 0.195 vs 0.092
exclamation rate: 0.052 vs 0.007
question rate: 0.169 vs 0.103
caps usage: 0.091 vs 0.047
emoji usage: 0.464 vs 0.009 (908 vs 62 total)
unique emojis: 40 vs 9
slang usage: 0.015 vs 0.016
ellipsis usage: 0.017 vs 0.001
avg sentence length: 127.9 vs 127.8 chars

--- Detailed Metrics ---
style similarity: 43.55% (35% weight)
punctuation similarity: 74.28% (18% weight)
word similarity: 80.69% (18% weight)
bigram similarity: 51.08% (15% weight)
trigram similarity: 6.64% (14% weight)

--- Most Common Shared Words ---
are, nats, than, team, was, hes, better, players, best, even, player, good, has, dont, top

--- Most Common Shared Phrases ---
is a, in the, the best, better than, is the, they are, you are, is not, if you, in a

============================================================

#102
9wntr
0
Frags
+

9wntr and babywizard

#113
BabyWizard
0
Frags
+

Similar phrases: meow, :3

#115
9wntr
0
Frags
+

:3

#119
ari
0
Frags
+

============================================================
ANALYSIS RESULTS
============================================================

🟡 Possibly related
Alt Likelihood Score: 48.53% (Confidence: MODERATE)

--- Writing Style Comparison ---
[9wntr] vs [babywizard]
avg word length: 4.62 vs 4.25
vocab diversity: 0.143 vs 0.179
exclamation rate: 0.018 vs 0.029
question rate: 0.096 vs 0.148
caps usage: 0.029 vs 0.127
emoji usage: 0.032 vs 0.146 (431 vs 824 total)
unique emojis: 32 vs 101
slang usage: 0.010 vs 0.014
ellipsis usage: 0.014 vs 0.048
avg sentence length: 128.1 vs 76.6 chars

--- Detailed Metrics ---
style similarity: 51.44% (45% weight)
punctuation similarity: 82.34% (20% weight)
word similarity: 46.95% (15% weight)
bigram similarity: 14.70% (12% weight)
trigram similarity: 1.32% (8% weight)

--- Most Common Shared Words ---
please, asuna, goat, was, good, its, got, are, dont, team, bro, yeah, think, better, hes

--- Most Common Shared Phrases ---
please please, is the, the goat, me out, get me, i mean, is a, i dont, in a, i was

============================================================

#103
Nats_2nd_biggest_fan
0
Frags
+

Me and 9wntr

#107
9wntr
0
Frags
+

100%

#122
ari
0
Frags
+

============================================================
ANALYSIS RESULTS
============================================================

🟢 Unlikely to be alts
Alt Likelihood Score: 42.37% (Confidence: LOW)

--- Writing Style Comparison ---
[Nats_2nd_biggest_fan] vs [9wntr]
avg word length: 4.39 vs 4.62
vocab diversity: 0.144 vs 0.143
exclamation rate: 0.047 vs 0.018
question rate: 0.190 vs 0.096
caps usage: 0.081 vs 0.029
emoji usage: 1.116 vs 0.032 (4812 vs 431 total)
unique emojis: 78 vs 32
slang usage: 0.011 vs 0.010
ellipsis usage: 0.041 vs 0.014
avg sentence length: 118.1 vs 128.1 chars

--- Detailed Metrics ---
style similarity: 48.18% (45% weight)
punctuation similarity: 45.98% (20% weight)
word similarity: 49.69% (15% weight)
bigram similarity: 27.96% (12% weight)
trigram similarity: 8.57% (8% weight)

--- Most Common Shared Words ---
please, asuna, was, goat, its, are, good, got, dont, boom, bro, cus, pleaseplease, team, nats

--- Most Common Shared Phrases ---
please please, asuna asuna, is the, the goat, please pleaseplease, pleaseplease please, boom boom, get me, me out, i mean

============================================================

============================================================

#104
1dan1x
0
Frags
+

1dan1x and BerLINglazer

#124
ari
0
Frags
+

============================================================
ANALYSIS RESULTS
============================================================

🟡 Possibly related
Alt Likelihood Score: 47.01% (Confidence: MODERATE)

--- Writing Style Comparison ---
[1dan1x] vs [berlinglazer]
avg word length: 4.73 vs 4.43
vocab diversity: 0.179 vs 0.129
exclamation rate: 0.099 vs 0.046
question rate: 0.127 vs 0.090
caps usage: 0.100 vs 0.019
emoji usage: 0.111 vs 0.154 (576 vs 1520 total)
unique emojis: 111 vs 70
slang usage: 0.010 vs 0.014
ellipsis usage: 0.154 vs 0.004
avg sentence length: 51.4 vs 151.8 chars

--- Detailed Metrics ---
style similarity: 48.87% (45% weight)
punctuation similarity: 61.18% (20% weight)
word similarity: 56.72% (15% weight)
bigram similarity: 33.68% (12% weight)
trigram similarity: 2.88% (8% weight)

--- Most Common Shared Words ---
meow, its, dont, title, are, good, berlin, why, thats, cuz, was, team, hes, uhh, only

--- Most Common Shared Phrases ---
meow 3, in the, meow meow, i dont, of the, uhh no, on the, the best, but i, is a

============================================================

#125
1dan1x
0
Frags
+

Most common shared phrases: meow 3, meow meow

Wow

#105
fungame024
0
Frags
+

fungame024 and BerLINglazer

#121
ari
0
Frags
+

============================================================
ANALYSIS RESULTS
============================================================

🟡 Possibly related
Alt Likelihood Score: 46.66% (Confidence: MODERATE)

--- Writing Style Comparison ---
[fungame024] vs [berlinglazer]
avg word length: 4.65 vs 4.43
vocab diversity: 0.185 vs 0.129
exclamation rate: 0.070 vs 0.046
question rate: 0.173 vs 0.090
caps usage: 0.144 vs 0.019
emoji usage: 0.024 vs 0.154 (60 vs 1520 total)
unique emojis: 17 vs 70
slang usage: 0.016 vs 0.014
ellipsis usage: 0.029 vs 0.004
avg sentence length: 96.1 vs 151.8 chars

--- Detailed Metrics ---
style similarity: 41.41% (45% weight)
punctuation similarity: 77.93% (20% weight)
word similarity: 56.10% (15% weight)
bigram similarity: 31.25% (12% weight)
trigram similarity: 3.50% (8% weight)

--- Most Common Shared Words ---
meow, its, dont, title, berlin, why, are, cuz, good, fpx, gonna, thats, was, team, hes

--- Most Common Shared Phrases ---
meow 3, meow meow, i dont, in the, of the, i have, on the, i think, is a, but i

============================================================

============================================================

#106
ynuser
0
Frags
+

gamergirl and cboomer

#120
ari
0
Frags
+
============================================================
                    ANALYSIS RESULTS
============================================================

🔴 Likely the same person
Alt Likelihood Score: 77.54% (Confidence: VERY HIGH)

--- Writing Style Comparison ---
                      [gamergirl] vs [cboomer]
avg word length:      4.41 vs 4.26
vocab diversity:    0.086 vs 0.082
exclamation rate:     0.013 vs 0.005
question rate:        0.068 vs 0.050
caps usage:           0.034 vs 0.035
emoji usage:          0.010 vs 0.066 (83 vs 444 total)
unique emojis:        19 vs 29
slang usage:          0.015 vs 0.019
ellipsis usage:       0.021 vs 0.021
avg sentence length:  289.3 vs 317.0 chars

--- Detailed Metrics ---
style similarity:     72.55% (45% weight)
punctuation similarity:      92.65% (20% weight)
word similarity:      94.95% (15% weight)
bigram similarity:    83.46% (12% weight)
trigram similarity:   26.35% (8% weight)

--- Most Common Shared Words ---
are, was, lol, team, its, better, best, good, hes, than, has, bro, think, dont, player

--- Most Common Shared Phrases ---
the best, is a, is the, in the, of the, better than, this is, i think, to be, a lot

============================================================

============================================================
#108
Nats_2nd_biggest_fan
0
Frags
+

Me and poiuu20

#118
ari
0
Frags
+

============================================================
ANALYSIS RESULTS
============================================================

🟡 Possibly related
Alt Likelihood Score: 45.53% (Confidence: MODERATE)

--- Writing Style Comparison ---
[Nats_2nd_biggest_fan] vs [poiuu20]
avg word length: 4.39 vs 4.26
vocab diversity: 0.144 vs 0.149
exclamation rate: 0.047 vs 0.021
question rate: 0.190 vs 0.112
caps usage: 0.081 vs 0.020
emoji usage: 1.116 vs 0.358 (4812 vs 1200 total)
unique emojis: 78 vs 52
slang usage: 0.011 vs 0.021
ellipsis usage: 0.041 vs 0.012
avg sentence length: 118.1 vs 210.6 chars

--- Detailed Metrics ---
style similarity: 45.13% (45% weight)
punctuation similarity: 62.81% (20% weight)
word similarity: 56.18% (15% weight)
bigram similarity: 32.72% (12% weight)
trigram similarity: 3.84% (8% weight)

--- Most Common Shared Words ---
are, was, its, please, boom, bro, good, dont, nats, also, too, cuz, better, why, those

--- Most Common Shared Phrases ---
of the, do you, is the, i dont, you are, you have, in the, if you, to be, and the

============================================================

#112
Wolfed
0
Frags
+

Shadow_Monarch and SkrtSkrt

#117
ari
0
Frags
+
============================================================
                    ANALYSIS RESULTS
============================================================

🟡 Possibly related
Alt Likelihood Score: 50.87% (Confidence: MODERATE)

--- Writing Style Comparison ---
                      [SHADOW_MONARCH] vs [skrtskrt]
avg word length:      4.45 vs 4.18
vocab diversity:    0.075 vs 0.461
exclamation rate:     0.017 vs 0.047
question rate:        0.159 vs 0.422
caps usage:           0.104 vs 0.040
emoji usage:          0.000 vs 0.016 (2 vs 1 total)
unique emojis:        2 vs 1
slang usage:          0.012 vs 0.015
ellipsis usage:       0.030 vs 0.016
avg sentence length:  50.3 vs 56.2 chars

--- Detailed Metrics ---
style similarity:     50.48% (45% weight)
punctuation similarity:      93.70% (20% weight)
word similarity:      46.63% (15% weight)
bigram similarity:    18.86% (12% weight)
trigram similarity:   1.95% (8% weight)

--- Most Common Shared Words ---
good, team, better, are, more, well, now, dont, its, too, players, think, best, player, still

--- Most Common Shared Phrases ---
will be, to be, needs to, the best, i think, is the, the world, is a, be a, should be

============================================================

============================================================
#114
BabyWizard
0
Frags
+

BabyWizard and Laundry

#116
ari
0
Frags
+
============================================================
                    ANALYSIS RESULTS
============================================================

🟠 Possibly alt accounts
Alt Likelihood Score: 52.21% (Confidence: HIGH)

--- Writing Style Comparison ---
                      [babywizard] vs [laundry]
avg word length:      4.25 vs 4.38
vocab diversity:    0.179 vs 0.110
exclamation rate:     0.029 vs 0.403
question rate:        0.148 vs 0.185
caps usage:           0.127 vs 0.103
emoji usage:          0.146 vs 0.315 (824 vs 2912 total)
unique emojis:        101 vs 154
slang usage:          0.014 vs 0.013
ellipsis usage:       0.048 vs 0.007
avg sentence length:  76.6 vs 70.4 chars

--- Detailed Metrics ---
style similarity:     58.25% (45% weight)
punctuation similarity:      81.92% (20% weight)
word similarity:      81.43% (15% weight)
bigram similarity:    57.04% (12% weight)
trigram similarity:   6.89% (8% weight)

--- Most Common Shared Words ---
are, was, its, good, dont, how, gonna, got, thats, think, did, time, more, why, bump

--- Most Common Shared Phrases ---
in the, i think, to be, of the, for the, i dont, thank you, bump 3, 3 i, but i

============================================================

============================================================
#126
ari
0
Frags
+

i just updated the formula a solid bit ,looking for some new names

#127
f0rest_fan
0
Frags
+

me and you (i have no alt)

#128
ari
0
Frags
+

============================================================
ANALYSIS RESULTS
============================================================

🟡 Unlikely to be related
Alt Likelihood Score: 21.71% (Confidence: MODERATE)

--- Writing Style Comparison ---
[f0rest_fan] vs [ari]
avg word length: 4.28 vs 4.68
vocab diversity: 0.316 vs 0.249
exclamation rate: 0.014 vs 0.041
question rate: 0.103 vs 0.062
caps usage: 0.033 vs 0.083
emoji usage: 0.000 vs 0.008 (0 vs 10 total)
unique emojis: 0 vs 7
slang usage: 0.013 vs 0.017
ellipsis usage: 0.053 vs 0.015
avg sentence length: 147.4 vs 108.7 chars

--- Detailed Metrics ---
style similarity: 36.75% (35% weight)
punctuation similarity: 68.75% (18% weight)
word similarity: 66.89% (18% weight)
bigram similarity: 28.15% (15% weight)
trigram similarity: 1.46% (14% weight)

--- Most Common Shared Words ---
its, was, dont, think, are, hes, has, lol, got, team, more, play, been, good, people

--- Most Common Shared Phrases ---
but i, i dont, i think, of the, dont think, have a, will be, if you, i have, is not

============================================================

============================================================

#129
f0rest_fan
0
Frags
+

muy interesante ty

#130
Livvie
0
Frags
+

berlinglazer and me

#131
Emmieeee
0
Frags
+

are u berlinglazer

#132
Livvie
0
Frags
+

no but someone called me his alt today D:

#138
ari
0
Frags
+
============================================================
                    ANALYSIS RESULTS
============================================================

🟢 Unlikely to be alts
Alt Likelihood Score: 35.42% (Confidence: LOW)
Behavioral Mismatch Penalty: -10.0%

--- Writing Style Comparison ---
                      [berlinglazer] vs [livvie]
avg word length:      4.43 vs 4.03
vocab diversity:      0.129 vs 0.286
exclamation rate:     0.046 vs 0.112
question rate:        0.090 vs 0.102
caps usage:           0.019 vs 0.020
emoji usage:          0.154 vs 0.020 (1520 vs 19 total)
unique emojis:        70 vs 4
slang usage:          0.014 vs 0.020
ellipsis usage:       0.004 vs 0.000
avg sentence length:  151.8 vs 121.2 chars

--- Detailed Metrics ---
style similarity:     49.36% (35% weight)
punctuation similarity: 78.30% (18% weight)
word similarity:      52.32% (18% weight)
bigram similarity:    28.44% (15% weight)
trigram similarity:   2.60% (14% weight)

--- Most Common Shared Words ---
meow, its, title, dont, cuz, why, good, thats, mean, yea, hes, gonna, are, people, was

--- Most Common Shared Phrases ---
meow 3, i dont, in the, 3 meow, of the, so i, on the, i have, to be, i mean

============================================================

============================================================
#141
Livvie
0
Frags
+

meow 3?

does it not see :?

#142
ari
0
Frags
+

it kills itself when it sees a colon ye

#144
Livvie
0
Frags
+

ah i see

#133
brams6663
0
Frags
+

delighted and deranker

#136
ari
0
Frags
+

https://i.ibb.co/0jrbqBK9/image-1767112621256.png most pages ive ever seen, might take a min

#137
ari
0
Frags
+
============================================================
                    ANALYSIS RESULTS
============================================================

🟢 Unlikely to be alts
Alt Likelihood Score: 27.36% (Confidence: LOW)
Behavioral Mismatch Penalty: -28.0%

--- Writing Style Comparison ---
                      [delighted] vs [deranker]
avg word length:      4.39 vs 4.44
vocab diversity:      0.066 vs 0.277
exclamation rate:     0.037 vs 0.072
question rate:        0.086 vs 0.669
caps usage:           0.116 vs 0.062
emoji usage:          0.364 vs 0.027 (12197 vs 21 total)
unique emojis:        133 vs 10
slang usage:          0.015 vs 0.019
ellipsis usage:       0.011 vs 0.015
avg sentence length:  161.2 vs 45.4 chars

--- Detailed Metrics ---
style similarity:     50.20% (35% weight)
punctuation similarity: 67.97% (18% weight)
word similarity:      86.46% (18% weight)
bigram similarity:    57.09% (15% weight)
trigram similarity:   10.16% (14% weight)

--- Most Common Shared Words ---
are, team, its, bro, shit, fucking, than, even, was, champs, better, still, win, how, good

--- Most Common Shared Phrases ---
in the, of the, is the, this is, is a, to be, better than, for the, the best, they are

============================================================
#134
Alpine1867
0
Frags
+

perhaps retry poggpigg and berlinglazer

#135
ari
0
Frags
+
============================================================
                    ANALYSIS RESULTS
============================================================

🟠 Probably alt accounts
Alt Likelihood Score: 58.17% (Confidence: HIGH)

--- Writing Style Comparison ---
                      [poggpigg] vs [berlinglazer]
avg word length:      4.42 vs 4.43
vocab diversity:      0.201 vs 0.129
exclamation rate:     0.039 vs 0.046
question rate:        0.103 vs 0.090
caps usage:           0.047 vs 0.019
emoji usage:          0.519 vs 0.154 (2362 vs 1520 total)
unique emojis:        139 vs 70
slang usage:          0.015 vs 0.014
ellipsis usage:       0.002 vs 0.004
avg sentence length:  139.1 vs 151.8 chars

--- Detailed Metrics ---
style similarity:     57.35% (35% weight)
punctuation similarity: 66.21% (18% weight)
word similarity:      72.93% (18% weight)
bigram similarity:    64.28% (15% weight)
trigram similarity:   24.39% (14% weight)

--- Most Common Shared Words ---
meow, its, dont, berlin, title, good, cuz, why, thats, are, hes, mean, poggpigg, was, skibidi

--- Most Common Shared Phrases ---
meow 3, meow meow, i dont, 3 meow, uhh no, in the, im not, of the, shikush shevun, on the

============================================================

============================================================
#139
SkyXD
0
Frags
+

shikush shevun

#147
poggpigg
0
Frags
+

im not an alt, all of BerLINglazer’s alts are banned rn, and im still here

#140
Kurkure
0
Frags
+

Kurkure and katikat

#143
ari
0
Frags
+

Super small sample size (300 posts) so be weary

============================================================
ANALYSIS RESULTS
============================================================

🟢 Unlikely to be alts
Alt Likelihood Score: 36.58% (Confidence: LOW)
Behavioral Mismatch Penalty: -10.0%

--- Writing Style Comparison ---
[kurkure] vs [katikat]
avg word length: 4.43 vs 4.53
vocab diversity: 0.370 vs 0.597
exclamation rate: 0.000 vs 0.000
question rate: 0.179 vs 0.139
caps usage: 0.039 vs 0.037
emoji usage: 0.004 vs 0.000 (1 vs 0 total)
unique emojis: 1 vs 0
slang usage: 0.014 vs 0.015
ellipsis usage: 0.004 vs 0.000
avg sentence length: 126.7 vs 154.1 chars

--- Detailed Metrics ---
style similarity: 53.16% (35% weight)
punctuation similarity: 97.86% (18% weight)
word similarity: 47.69% (18% weight)
bigram similarity: 11.46% (15% weight)
trigram similarity: 0.39% (14% weight)

--- Most Common Shared Words ---
are, was, good, team, even, great, think, hes, better, bro, were, more, after, need, tier

--- Most Common Shared Phrases ---
they are, in the, the best, i think, if they, tier 1, have a, the most, would be, at all

============================================================

Looking at the stats ur most likely the same ppl but its such a small sample size

#145
themaniel
0
Frags
+

themaniel and yukky

#149
ari
0
Frags
+

============================================================
ANALYSIS RESULTS
============================================================

🟢 Unlikely to be alts
Alt Likelihood Score: 38.38% (Confidence: LOW)

--- Writing Style Comparison ---
[themaniel] vs [yukky]
avg word length: 4.28 vs 4.96
vocab diversity: 0.092 vs 0.138
exclamation rate: 0.169 vs 0.166
question rate: 0.090 vs 0.157
caps usage: 0.087 vs 0.048
emoji usage: 0.290 vs 0.298 (2324 vs 2767 total)
unique emojis: 64 vs 105
slang usage: 0.011 vs 0.010
ellipsis usage: 0.007 vs 0.030
avg sentence length: 114.9 vs 101.4 chars

--- Detailed Metrics ---
style similarity: 66.46% (35% weight)
punctuation similarity: 21.83% (18% weight)
word similarity: 43.22% (18% weight)
bigram similarity: 20.87% (15% weight)
trigram similarity: 2.00% (14% weight)

--- Most Common Shared Words ---
posts, upvotes, downvotes, are, was, its, fan, bro, dont, team, has, count, votes, biggest, sen

--- Most Common Shared Phrases ---
in the, can be, your posts, may not, i think, to your, is basically, biggest fan, of the, replied to

============================================================

============================================================
Press Enter to exit...

#146
SkyXD
0
Frags
+

me and enigma

#148
ari
0
Frags
+

============================================================
ANALYSIS RESULTS
============================================================

🟢 Unlikely to be alts
Alt Likelihood Score: 35.46% (Confidence: LOW)
Behavioral Mismatch Penalty: -10.0%

--- Writing Style Comparison ---
[skyxd] vs [enigma]
avg word length: 4.57 vs 5.42
vocab diversity: 0.174 vs 0.345
exclamation rate: 0.022 vs 0.008
question rate: 0.076 vs 0.050
caps usage: 0.032 vs 0.025
emoji usage: 0.064 vs 0.004 (270 vs 2 total)
unique emojis: 50 vs 2
slang usage: 0.014 vs 0.009
ellipsis usage: 0.006 vs 0.004
avg sentence length: 281.8 vs 132.2 chars

--- Detailed Metrics ---
style similarity: 49.00% (35% weight)
punctuation similarity: 79.21% (18% weight)
word similarity: 48.60% (18% weight)
bigram similarity: 33.58% (15% weight)
trigram similarity: 1.89% (14% weight)

--- Most Common Shared Words ---
was, are, its, prx, good, dont, has, shit, team, because, how, only, post, now, more

--- Most Common Shared Phrases ---
in the, of the, for the, on the, to be, this is, is a, is the, as a, to the

============================================================

============================================================

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