Alt % Checker

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

enigma and eutalyx

cloudberry [#2]

enigma and eutalyx

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                    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

what’s my alt?

BerLINglazer and emea is poo poo

splashglazer [#4]

what’s my alt?

that was not the task splashglazer.

berlinglazer and poggpig

ari [#6]

that was not the task splashglazer.

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

bees and GarbanzoEnjoyer

Prase [#5]

BerLINglazer and emea is poo poo

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

berLINglazer and ky0uske

Tempest24 [#7]

berlinglazer and poggpig

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

seven_glazer [#11]

berLINglazer and ky0uske

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                    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)>

babysasuke and kiko

GarbanzoEnjoyer [#9]

bees and GarbanzoEnjoyer

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                    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

yessirskiiii and cryozanderderrekenjoyer

Kiko [#14]

babysasuke and kiko

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                    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

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

ari [#15]

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                    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

😱

widepeepofrosty [#16]

yessirskiiii and cryozanderderrekenjoyer

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

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

delighted and justachillmf

splashglazer [#8]

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

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

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

JonahPork and gamr

disastered and butterflyeffect23

KiwiJuice [#20]

delighted and justachillmf

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

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

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

do me and clocksy888

skwish and berlinglazer

JonahPork [#22]

JonahPork and gamr

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                    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

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

veronika and Berlinglazer

Drop the GitHub twin

Laundry [#29]

Drop the GitHub twin

maybe

notallwhowander [#25]

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

do me and clocksy888

clocksy888 is not a user

ari [#31]

clocksy888 is not a user

clocksky888
he used to type a fuck ton of essays

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

notallwhowander [#32]

clocksky888
he used to type a fuck ton of essays

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

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

asunaluvr [#28]

veronika and Berlinglazer

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

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

Skwish [#26]

skwish and berlinglazer

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

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

amigo_colega [#33]

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

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

Elso and rErebus_

Elso [#38]

Elso and rErebus_

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

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

ari [#12]

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

holy exposed

ari [#39]

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

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

just say u hate me buddy

How did you do this?

ari [#34]

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

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

those jaccard values aren't telling u anything methinks

updoot tho, bery cool 👍

babysasuke and sentinelmain377

Estos and foythvlr

king_bob and babysasuke

KiwiJuice [#45]

Estos and foythvlr

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

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

ari [#47]

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

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

These Brazilians

dimmed [#44]

babysasuke and sentinelmain377

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

🟡 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

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

foythvlr [#46]

king_bob and babysasuke

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

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

foythvlr [#48]

These Brazilians

that's actually funny

ari [#49]

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

🟡 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

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

hmm closer than I expected

KiwiJuice [#51]

that's actually funny

estos is cool so im happy

ari [#50]

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

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

holy shit

ari [#12]

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

Lmfao holy expose kekw

you cooked with this one ngl

Maniacwolf [#56]

you cooked with this one ngl

ty

Ari and vctscrims

king_bob and themaniel

Laundry [#58]

Ari and vctscrims

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...

KiwiJuice [#59]

king_bob and themaniel

============================================================
                    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...

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

Themaniel and veronika

SudokuDude [#42]

How did you do this?

looks like vibecoding lol

Goatfnc [#63]

Themaniel and veronika

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

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

notallwhowander [#43]

those jaccard values aren't telling u anything methinks

updoot tho, bery cool 👍

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

Goatfnc [#63]

Themaniel and veronika

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

Me and elysium

whzyglazer420 and berlinglazer

TheFumbler & NexusNomad (My goat)

amovie and meanie

WhzyGlazer420 [#69]

whzyglazer420 and berlinglazer

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

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

TheFumbler [#70]

TheFumbler & NexusNomad (My goat)

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

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

Zerphyr1 & Jinxypoo

catNmouse [#71]

amovie and meanie

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

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

229fn and veronika

riensluvr [#76]

229fn and veronika

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

me and 229fn

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

gamergirl and king_bob

serro and serranya

foythvlr [#80]

gamergirl and king_bob

lmfao

king_bob [#82]

lmfao

90%+

foythvlr [#83]

90%+

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

Yessirskiiii and MneMaloMaloMaloTebya

31raven and berlinglazer

king_bob [#84]

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

purposefully chose it to avoid suspicion

foythvlr [#87]

purposefully chose it to avoid suspicion

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

king_bob [#88]

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

LMFAO

31Raven [#86]

31raven and berlinglazer

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

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

king_bob [#85]

Yessirskiiii and MneMaloMaloMaloTebya

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

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

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

serro [#81]

serro and serranya

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

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

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

foythvlr [#80]

gamergirl and king_bob

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

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

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

Lyxium [#68]

Me and elysium

Damn I am indeed elysium alt 😔

natalieeeee [#78]

me and 229fn

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

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

Lyxium [#94]

Damn I am indeed elysium alt 😔

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

ari [#96]

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

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

Lyxium [#97]

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

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

ari [#95]

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

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

wtf

Frogger0_0 and froggy_lol

Number_1_Sheydos_Fan and Itsover

9wntr and babywizard

Me and 9wntr

1dan1x and BerLINglazer

fungame024 and BerLINglazer

gamergirl and cboomer

Nats_2nd_biggest_fan [#103]

Me and 9wntr

100%

Me and poiuu20

ari [#12]

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

its just cuz we meow too much

ari [#47]

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

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

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

foythvlr [#53]

estos is cool so im happy

thanks :)

Shadow_Monarch and SkrtSkrt

9wntr [#102]

9wntr and babywizard

Similar phrases: meow, :3

BabyWizard and Laundry

BabyWizard [#113]

Similar phrases: meow, :3

:3

BabyWizard [#114]

BabyWizard and Laundry

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

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

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

Wolfed [#112]

Shadow_Monarch and SkrtSkrt

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

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

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

Nats_2nd_biggest_fan [#108]

Me and poiuu20

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

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

9wntr [#102]

9wntr and babywizard

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

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

ynuser [#106]

gamergirl and cboomer

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

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

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

fungame024 [#105]

fungame024 and BerLINglazer

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

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

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

Nats_2nd_biggest_fan [#103]

Me and 9wntr

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

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

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

Jinxypoo [#74]

Zerphyr1 & Jinxypoo

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

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

1d [#104]

1dan1x and BerLINglazer

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

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

ari [#124]

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

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

Most common shared phrases: meow 3, meow meow

Wow

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

me and you (i have no alt)

f0rest_fan [#127]

me and you (i have no alt)

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

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

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

ari [#128]

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

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

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

muy interesante ty

berlinglazer and me

Livvie [#130]

berlinglazer and me

are u berlinglazer

Emmieeee [#131]

are u berlinglazer

no but someone called me his alt today D:

delighted and deranker

perhaps retry poggpigg and berlinglazer

Alpine1867 [#134]

perhaps retry poggpigg and berlinglazer

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

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

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

brams6663 [#133]

delighted and deranker

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

brams6663 [#133]

delighted and deranker

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

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

Livvie [#130]

berlinglazer and me

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

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

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

ari [#135]

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

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

shikush shevun

Kurkure and katikat

ari [#138]

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

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

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

meow 3?

does it not see :?

Livvie [#141]

meow 3?

does it not see :?

it kills itself when it sees a colon ye

Kurkure [#140]

Kurkure and katikat

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

ari [#142]

it kills itself when it sees a colon ye

ah i see

themaniel and yukky

me and enigma

Alpine1867 [#134]

perhaps retry poggpigg and berlinglazer

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

SkyXD [#146]

me and enigma

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

themaniel [#145]

themaniel and yukky

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

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

Number1_Suzu_Fan [#101]

Number_1_Sheydos_Fan and Itsover

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

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

FerrariFrog [#100]

Frogger0_0 and froggy_lol

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

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

poggpigg [#109]

its just cuz we meow too much

No

localkoolkid and sentinelmain377

splashglazer [#153]

localkoolkid and sentinelmain377

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

🟡 Possibly related
Alt Likelihood Score: 41.76% (Confidence: MODERATE)
Behavioral Mismatch Penalty: -18.0%

--- Writing Style Comparison ---
                      [localkoolkid] vs [sentinelmain377]
avg word length:      4.30 vs 4.59
vocab diversity:      0.126 vs 0.100
exclamation rate:     0.144 vs 0.011
question rate:        0.116 vs 0.577
caps usage:           0.079 vs 0.158
emoji usage:          0.103 vs 0.185 (400 vs 2880 total)
unique emojis:        44 vs 38
slang usage:          0.014 vs 0.012
ellipsis usage:       0.071 vs 0.017
avg sentence length:  77.1 vs 49.7 chars

--- Detailed Metrics ---
style similarity:     55.18% (35% weight)
punctuation similarity: 83.16% (18% weight)
word similarity:      78.53% (18% weight)
bigram similarity:    64.05% (15% weight)
trigram similarity:   12.42% (14% weight)

--- Most Common Shared Words ---
are, was, team, bro, emea, fnc, top, good, teams, navi, sen, best, champs, dont, win

--- Most Common Shared Phrases ---
of the, in the, it is, is the, he is, the best, is a, they are, all time, it was

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

Me and Babywizard

Teunoin [#155]

Me and Babywizard

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

🟢 Unlikely to be alts
Alt Likelihood Score: 37.75% (Confidence: LOW)
Behavioral Mismatch Penalty: -18.0%

--- Writing Style Comparison ---
[Teunoin] vs [BabyWizard]
avg word length: 3.94 vs 4.25
vocab diversity: 0.124 vs 0.179
exclamation rate: 0.031 vs 0.029
question rate: 0.217 vs 0.148
caps usage: 0.071 vs 0.127
emoji usage: 0.048 vs 0.146 (109 vs 824 total)
unique emojis: 13 vs 101
slang usage: 0.016 vs 0.014
ellipsis usage: 0.002 vs 0.048
avg sentence length: 124.5 vs 76.6 chars

--- Detailed Metrics ---
style similarity: 54.93% (35% weight)
punctuation similarity: 79.21% (18% weight)
word similarity: 77.07% (18% weight)
bigram similarity: 50.42% (15% weight)
trigram similarity: 5.90% (14% weight)

--- Most Common Shared Words ---
are, dont, good, its, bro, was, yeah, how, people, very, thats, think, too, why, even

--- Most Common Shared Phrases ---
i dont, in the, i think, of the, on the, want to, to be, have a, i have, you are

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

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

Me and who ?

m4 and SkrtSkrt then…?

0ness and Sentinemain777

Wolfed [#158]

m4 and SkrtSkrt then…?

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

🟢 Unlikely to be alts
Alt Likelihood Score: 37.93% (Confidence: LOW)
Behavioral Mismatch Penalty: -10.0%

--- Writing Style Comparison ---
[m4] vs [skrtskrt]
avg word length: 4.50 vs 4.18
vocab diversity: 0.176 vs 0.461
exclamation rate: 0.066 vs 0.047
question rate: 0.218 vs 0.422
caps usage: 0.043 vs 0.040
emoji usage: 0.001 vs 0.016 (2 vs 1 total)
unique emojis: 2 vs 1
slang usage: 0.007 vs 0.015
ellipsis usage: 0.245 vs 0.016
avg sentence length: 38.6 vs 56.2 chars

--- Detailed Metrics ---
style similarity: 50.81% (35% weight)
punctuation similarity: 92.06% (18% weight)
word similarity: 58.39% (18% weight)
bigram similarity: 19.28% (15% weight)
trigram similarity: 1.22% (14% weight)

--- Most Common Shared Words ---
are, people, its, dont, think, how, because, more, has, time, team, good, why, players, coach

--- Most Common Shared Phrases ---
of the, they are, is the, to be, is a, i think, if you, you are, no one, have a

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

ari [#95]

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

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

I mean twin kinda already told this to me so I thought it was common knowledge

most of the comments made a third account asking about their other 2 out of curiosity.

Btw how are you fetching all the post content? Just by scraping?

SpaceCow [#162]

most of the comments made a third account asking about their other 2 out of curiosity.

Btw how are you fetching all the post content? Just by scraping?

https://i.ibb.co/vG6Q626/image-1767146529139.png Ya, scraping and then caching

ari [#163]

https://i.ibb.co/vG6Q626/image-1767146529139.png Ya, scraping and then caching

sick stuff

I'm not kirya's alt!!! im only me

cameran and dudhi

hello...

jayde and delighted

do me and my actual alt (tungsten_cube)

twigster001 [#168]

jayde and delighted

bump

tungsten_cube_ [#169]

do me and my actual alt (tungsten_cube)

here before smite

twigster001 [#171]

here before smite

ius having an alt bannable now or smth i was gone for a few months

tungsten_cube_ [#172]

ius having an alt bannable now or smth i was gone for a few months

yeah

twigster001 [#173]

yeah

thats unfortunate

it isnt my alt tho its just my old account i lost access too so im fine ig

tungsten_cube_ [#172]

ius having an alt bannable now or smth i was gone for a few months

It was always bannable apparently, hudsen mentioned it to me like a year ago, but they never put it in the rules which is honestly stinky

Me and inexorable99

Laundry [#175]

It was always bannable apparently, hudsen mentioned it to me like a year ago, but they never put it in the rules which is honestly stinky

weird

leafdagoat and jerry34

Laundry [#175]

It was always bannable apparently, hudsen mentioned it to me like a year ago, but they never put it in the rules which is honestly stinky

diabolical

catNmouse [#71]

amovie and meanie

i REALLY wanted to do this one

9wntr [#178]

leafdagoat and jerry34

bump

Me and SIXSEVEN67

Delighted and Sophiewatchedvct

KiwiJuice [#183]

Delighted and Sophiewatchedvct

you think she was a delighted alt?

whzyglazer420 and rushiaglazer67

riensluvr [#184]

you think she was a delighted alt?

bruh I didn't even reply to her threads once lol

delighted [#186]

bruh I didn't even reply to her threads once lol

yea because you were banned lol

riensluvr [#184]

you think she was a delighted alt?

it was someone's that's for sure. but the fact it stopped posting the day delighted got unbanned is too sus for it not be true

KiwiJuice [#188]

it was someone's that's for sure. but the fact it stopped posting the day delighted got unbanned is too sus for it not be true

nah she stopped posting as soon as she hit 1000 posts

Sophiewatchesvct and SixSeven

riensluvr [#189]

nah she stopped posting as soon as she hit 1000 posts

yeah but it was on the same day

KiwiJuice [#183]

Delighted and Sophiewatchedvct

sophiewatchedvct is 229fn aswell as lesbianleo this been known

Teunoin [#190]

Sophiewatchesvct and SixSeven

It's sophiewatchedvct

ari [#192]

sophiewatchedvct is 229fn aswell as lesbianleo this been known

well I didn't know that sorry for being out of the loop

ari [#192]

sophiewatchedvct is 229fn aswell as lesbianleo this been known

Having alts and not being banned is crazy
JUSTICE FOR MY BOY ESTOS 💔

ari [#192]

sophiewatchedvct is 229fn aswell as lesbianleo this been known

didn't know who it was, but makes sense

Nats_2nd_biggest_fan [#195]

Having alts and not being banned is crazy
JUSTICE FOR MY BOY ESTOS 💔

on god

Nats_2nd_biggest_fan [#193]

It's sophiewatchedvct

you get the point tho, just those people

Nats_2nd_biggest_fan [#195]

Having alts and not being banned is crazy
JUSTICE FOR MY BOY ESTOS 💔

#freeestos

riensluvr [#182]

Me and SIXSEVEN67

me and MYALTMA*

tua and delighted

Cryoglazer and BerLINglazer