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zerosixty analysis report

Dataset

  • members in list export: 640
  • tweet rows in exporter bundle: 5168
  • active author handles in sample: 307
  • retweets: 4445
  • originals or quotes: 723
  • sample start: 2024-10-26T18:35:57+00:00
  • sample end: 2026-04-16T23:08:26+00:00
  • author handles present in tweets but missing from member export: Drifter_1066, Guson653566, HFirstpriest, Lollos1242232, Pi8kiavlozampis, Rena_Rethymno, TheocharousH, christoskostaki, myga_tse, n_palaiopanou

Coordination indicators

  • angelikitsakani score=83.02 tweets=96 retweet_ratio=1.00 first_retweeter_count=42 retweets_to_member_ratio=0.48 top_amplified=AgelisDimitris
  • ABCHeckles score=82.45 tweets=47 retweet_ratio=1.00 first_retweeter_count=36 retweets_to_member_ratio=0.43 top_amplified=AnAthenianToLDN
  • 46spiros score=81.27 tweets=213 retweet_ratio=1.00 first_retweeter_count=105 retweets_to_member_ratio=0.39 top_amplified=ellada24
  • chrysib11 score=81.18 tweets=102 retweet_ratio=1.00 first_retweeter_count=42 retweets_to_member_ratio=0.37 top_amplified=K_Sav215
  • economi94461498 score=81.02 tweets=22 retweet_ratio=1.00 first_retweeter_count=19 retweets_to_member_ratio=0.45 top_amplified=washington_EY
  • Catps66 score=80.78 tweets=51 retweet_ratio=1.00 first_retweeter_count=26 retweets_to_member_ratio=0.33 top_amplified=ellada24
  • MasenkaMm230158 score=79.58 tweets=59 retweet_ratio=1.00 first_retweeter_count=27 retweets_to_member_ratio=0.24 top_amplified=KatKatPt
  • Myrtilo01 score=79.01 tweets=39 retweet_ratio=1.00 first_retweeter_count=19 retweets_to_member_ratio=0.28 top_amplified=ellada24
  • NikosVsdl8 score=78.8 tweets=25 retweet_ratio=1.00 first_retweeter_count=21 retweets_to_member_ratio=0.20 top_amplified=darcelX
  • angie22gr score=78.64 tweets=22 retweet_ratio=1.00 first_retweeter_count=18 retweets_to_member_ratio=0.32 top_amplified=Lalunaromantico

Top retweet cascades

  • n_palaiopanou retweeted 17 times; first seen via K_Sav215 at 2026-04-16T16:49:42+00:00; within_15m=3; within_60m=5 text: Κ. Βαξεβάνη @KostasVaxevanis έχετε όντως αρταρει αυτήν την ακραία χυδαιότητα;; Και μετά σας ενόχλησε η αναφορά του Πρωθυπουργού @PrimeministerGR στην ακραία τοξικότητα;; Τον επιβεβαιώνετε μέχρι τελε
  • dimitris7987 retweeted 14 times; first seen via JimyWis at 2026-04-15T19:30:44+00:00; within_15m=2; within_60m=4 text: Αφηνιάζουν οι αριστεροί, κατόπιν έξώθεν εντολών. https://t.co/KhGLqSS1gW
  • Technomagos retweeted 14 times; first seen via aprosarmostos_ at 2026-04-16T18:41:55+00:00; within_15m=1; within_60m=5 text: Τα sms Μυλωνάκη δήθεν αποδεικνύονται "από μαρτυρίες και συνδυασμό γεγονότων". Βέβαια αν αντί πολιτικής, ασκούσατε δημοσιογραφία, θα μπορούσατε να διασταυρώσετε, π.χ. να κάνετε Google πριν δημοσιεύσετ
  • Mirsini1946041 retweeted 13 times; first seen via ABCHeckles at 2026-04-16T18:04:49+00:00; within_15m=2; within_60m=3 text: Δημοσιογράφοι σε Μέγκα, Oπεν , Αντέννα και action 24 που επί τρία χρόνια εκμεταλλεύτηκαν 57 νεκρούς, πουλώντας εν γνώσει τους καθημερινά ψέματα σε δελτία ειδήσεων και εκπομπές, με σκοπό να χτυπήσουν
  • ellada24 retweeted 13 times; first seen via galex1908 at 2026-04-16T18:36:34+00:00; within_15m=2; within_60m=5 text: Ζαχαρός: Το να μιλάει η Κωνσταντοπούλου για Κράτος Δικαίου, είναι σαν να στέλνεις τον Εσκομπάρ στην εκκλησία να μιλήσει κατά των ναρκωτικών. Οι βουλεύτριές της την κατηγορούν ότι όχι μόνο τις έδιωξε,
  • omadaalithias retweeted 12 times; first seen via ABCHeckles at 2026-04-16T16:35:45+00:00; within_15m=3; within_60m=5 text: Αυτό το βίντεο πρέπει να παίζει κάθε φορά που βλέπουμε Πασόκους να μιλάνε για τον ΟΠΕΚΕΠΕ https://t.co/7mKNFHB9eF
  • MsLouellaDeVil retweeted 12 times; first seen via galex1908 at 2026-04-16T17:51:32+00:00; within_15m=1; within_60m=2 text: Βαξ ζούμε, φυλακή για να σε δούμε https://t.co/HBwfKNaJW5
  • kyranakis retweeted 12 times; first seen via K_Sav215 at 2026-04-16T18:55:45+00:00; within_15m=2; within_60m=3 text: Για τον Γιώργο Μυλωνάκη και τα αποτελέσματα της τοξικότητας. https://t.co/pbDfullHQV
  • AdonisGeorgiadi retweeted 11 times; first seen via Volcom40893832 at 2026-04-15T18:50:50+00:00; within_15m=1; within_60m=2 text: Έχετε διαβάσει γελοιοδέστερο σχόλιο για έναν νέο άνθρωπο και πατέρα, που αυτή την στιγμή που μιλάμε δίνει μάχη για την ζωή του; Άνθρωποι σαν κι αυτόν όλη μέρα μας κατακρίνουν για την ηθική μας συγκρότ
  • gio_Kk23 retweeted 11 times; first seen via angelikitsakani at 2026-04-16T18:07:21+00:00; within_15m=2; within_60m=3 text: ✅Τυχεροι που έχουμε αυτόν τον @PrimeministerGR κι αυτήν την @gov. ✅Τυχεροί που εμείς του 42% έχουμε κατατάξει την χώρα στις σπουδαιότερες Ευρωπαϊκές δημοκρατίες. ✅Τυχεροί που σε κάθε κοινοβουλευτική α

Most retweeted source accounts

  • panta_tif total_retweets=113 retweeted_posts=44 unique_retweeters=39 largest_single_post_cascade=11 within_15m=51 within_60m=65
  • ellada24 total_retweets=93 retweeted_posts=34 unique_retweeters=32 largest_single_post_cascade=13 within_15m=36 within_60m=48
  • Briassulis total_retweets=81 retweeted_posts=73 unique_retweeters=7 largest_single_post_cascade=3 within_15m=77 within_60m=79
  • omadaalithias total_retweets=75 retweeted_posts=15 unique_retweeters=37 largest_single_post_cascade=12 within_15m=23 within_60m=40
  • Mirsini1946041 total_retweets=75 retweeted_posts=19 unique_retweeters=35 largest_single_post_cascade=13 within_15m=22 within_60m=35
  • n_palaiopanou total_retweets=74 retweeted_posts=16 unique_retweeters=39 largest_single_post_cascade=17 within_15m=24 within_60m=35
  • AdonisGeorgiadi total_retweets=65 retweeted_posts=17 unique_retweeters=32 largest_single_post_cascade=11 within_15m=22 within_60m=34
  • MsLouellaDeVil total_retweets=64 retweeted_posts=25 unique_retweeters=25 largest_single_post_cascade=12 within_15m=26 within_60m=34
  • Technomagos total_retweets=63 retweeted_posts=12 unique_retweeters=23 largest_single_post_cascade=14 within_15m=15 within_60m=38
  • BenakisM total_retweets=49 retweeted_posts=15 unique_retweeters=25 largest_single_post_cascade=10 within_15m=17 within_60m=25

Hashtags

  • Μυλωνακης normalized=μυλωνακησ count=107 unique_accounts=47
  • aekfc normalized=aekfc count=70 unique_accounts=9
  • OlympiacosBC normalized=olympiacosbc count=58 unique_accounts=8
  • Βαξεβανη normalized=βαξεβανη count=53 unique_accounts=36
  • Βουλη normalized=βουλη count=43 unique_accounts=28
  • Κωνσταντοπουλου normalized=κωνσταντοπουλου count=31 unique_accounts=24
  • Λαζαριδης normalized=λαζαριδησ count=31 unique_accounts=24
  • Μυλωνακη normalized=μυλωνακη count=30 unique_accounts=22
  • μυρτω normalized=μυρτω count=28 unique_accounts=16
  • ΜΕ_ΤΟΝ_ΚΥΡΙΑΚΟ normalized=με_τον_κυριακο count=27 unique_accounts=20

Mentions

  • @KostasVaxevanis normalized=kostasvaxevanis count=77 unique_accounts=39
  • @georgemilon normalized=georgemilon count=72 unique_accounts=37
  • @kmitsotakis normalized=kmitsotakis count=57 unique_accounts=31
  • @PrimeministerGR normalized=primeministergr count=57 unique_accounts=37
  • @makdrou normalized=makdrou count=53 unique_accounts=14
  • @DimitrisSavvid4 normalized=dimitrissavvid4 count=40 unique_accounts=23
  • @AdonisGeorgiadi normalized=adonisgeorgiadi count=22 unique_accounts=17
  • @mvlazaridis normalized=mvlazaridis count=21 unique_accounts=19
  • @pl_eleftherias normalized=pl_eleftherias count=18 unique_accounts=15
  • @ZoeKonstant normalized=zoekonstant count=18 unique_accounts=15

Shared retweet overlap

  • AgelisDimitris + nickthegreek5 shared_retweets=44 within_15m=3 within_60m=18 jaccard=0.1117
  • 46spiros + nickthegreek5 shared_retweets=43 within_15m=5 within_60m=17 jaccard=0.0960
  • MenoEdo + nickthegreek5 shared_retweets=29 within_15m=1 within_60m=6 jaccard=0.0803
  • 46spiros + AgelisDimitris shared_retweets=28 within_15m=1 within_60m=18 jaccard=0.0812
  • 46spiros + angelikitsakani shared_retweets=27 within_15m=4 within_60m=14 jaccard=0.0957
  • angelikitsakani + nickthegreek5 shared_retweets=27 within_15m=1 within_60m=8 jaccard=0.0778
  • giannMak + nickthegreek5 shared_retweets=26 within_15m=6 within_60m=20 jaccard=0.0776
  • chrysib11 + nickthegreek5 shared_retweets=26 within_15m=4 within_60m=16 jaccard=0.0734
  • Briassulis + Track11John shared_retweets=26 within_15m=2 within_60m=18 jaccard=0.0897
  • Track11John + nickthegreek5 shared_retweets=25 within_15m=11 within_60m=20 jaccard=0.0530

Shared-retweet network

  • component=1 nodes=113 edges=798 density=0.1261 shared_retweets=3467 top_accounts=nickthegreek5, 46spiros, AgelisDimitris, angelikitsakani, chrysib11
  • component=2 nodes=2 edges=1 density=1.0000 shared_retweets=2 top_accounts=G4Heron, QuercusLg

Top network nodes:

  • nickthegreek5 component=1 weighted_degree=740 neighbors=88 strongest_neighbor=AgelisDimitris max_shared_edge=44
  • 46spiros component=1 weighted_degree=490 neighbors=72 strongest_neighbor=nickthegreek5 max_shared_edge=43
  • AgelisDimitris component=1 weighted_degree=371 neighbors=60 strongest_neighbor=nickthegreek5 max_shared_edge=44
  • angelikitsakani component=1 weighted_degree=318 neighbors=52 strongest_neighbor=nickthegreek5 max_shared_edge=27
  • chrysib11 component=1 weighted_degree=279 neighbors=53 strongest_neighbor=nickthegreek5 max_shared_edge=26
  • MenoEdo component=1 weighted_degree=264 neighbors=48 strongest_neighbor=nickthegreek5 max_shared_edge=29
  • giannMak component=1 weighted_degree=231 neighbors=40 strongest_neighbor=nickthegreek5 max_shared_edge=26
  • Track11John component=1 weighted_degree=223 neighbors=34 strongest_neighbor=Briassulis max_shared_edge=26
  • Briassulis component=1 weighted_degree=211 neighbors=40 strongest_neighbor=Track11John max_shared_edge=26
  • sinakatsarou component=1 weighted_degree=200 neighbors=38 strongest_neighbor=nickthegreek5 max_shared_edge=21

ML baseline

  • status=ready samples=307 input_features=37 clusters=2 cluster_selection=silhouette
  • models: clusters=KMeans anomaly=IsolationForest embedding=PCA

Largest ML clusters:

  • cluster=1 accounts=243 mean_coordination_score=32.8226 mean_retweet_ratio=0.6155 mean_network_weighted_degree=1.5720 top_accounts=madonnamaniac, michael_exc, Valiadistinct, silaserafim, LitsaXarou
  • cluster=2 accounts=64 mean_coordination_score=63.1095 mean_retweet_ratio=0.9181 mean_network_weighted_degree=102.4375 top_accounts=angelikitsakani, ABCHeckles, 46spiros, chrysib11, economi94461498

Top ML anomalies:

  • nickthegreek5 cluster=2 anomaly_rank=1 anomaly_score=0.6444 centroid_distance=7.8385 coordination_score=64.38
  • 46spiros cluster=2 anomaly_rank=2 anomaly_score=0.6337 centroid_distance=7.4968 coordination_score=81.27
  • Track11John cluster=2 anomaly_rank=3 anomaly_score=0.6186 centroid_distance=9.1588 coordination_score=70.66
  • GiotaPapapetrou cluster=2 anomaly_rank=4 anomaly_score=0.6032 centroid_distance=9.0506 coordination_score=61.85
  • Rena_Rethymno cluster=2 anomaly_rank=5 anomaly_score=0.5975 centroid_distance=10.0912 coordination_score=46.66
  • K_Sav215 cluster=2 anomaly_rank=6 anomaly_score=0.5771 centroid_distance=9.3016 coordination_score=45.44
  • AgelisDimitris cluster=2 anomaly_rank=7 anomaly_score=0.5697 centroid_distance=6.2949 coordination_score=60.36
  • n_palaiopanou cluster=1 anomaly_rank=8 anomaly_score=0.5668 centroid_distance=9.2620 coordination_score=0.00
  • aggelikiME25 cluster=2 anomaly_rank=9 anomaly_score=0.5620 centroid_distance=7.0948 coordination_score=59.39
  • ScroogeKifissia cluster=1 anomaly_rank=10 anomaly_score=0.5574 centroid_distance=7.4780 coordination_score=59.00

Amplified targets (top reach + concentration)

  • Briassulis score=82.96 inbound=81 unique_amplifiers=7 hhi=0.6799 repeat_overlap=0.7000 within_15m=77 top_amplifier=Track11John(0.81) roles=mixed_behavior:0.99; media_business:0.01
  • enikos_gr score=76.53 inbound=20 unique_amplifiers=1 hhi=1.0000 repeat_overlap=1.0000 within_15m=20 top_amplifier=GiotaPapapetrou(1.00) roles=retail_user:1.00
  • L3naRain score=68.35 inbound=6 unique_amplifiers=1 hhi=1.0000 repeat_overlap=1.0000 within_15m=6 top_amplifier=LitsaXarou(1.00) roles=media_business:1.00
  • MDNASW1FT score=68.35 inbound=6 unique_amplifiers=1 hhi=1.0000 repeat_overlap=1.0000 within_15m=6 top_amplifier=madonnamaniac(1.00) roles=amplifier_suspect:1.00
  • MaryMary_1 score=68.35 inbound=6 unique_amplifiers=1 hhi=1.0000 repeat_overlap=1.0000 within_15m=6 top_amplifier=ScroogeKifissia(1.00) roles=media_business:1.00
  • starbats_gr score=67.63 inbound=9 unique_amplifiers=1 hhi=1.0000 repeat_overlap=1.0000 within_15m=9 top_amplifier=anasiropiastos(1.00) roles=retail_user:1.00
  • mikros_prigkipa score=64.31 inbound=4 unique_amplifiers=1 hhi=1.0000 repeat_overlap=1.0000 within_15m=4 top_amplifier=LitsaXarou(1.00) roles=media_business:1.00
  • WolfK423510 score=63.35 inbound=6 unique_amplifiers=1 hhi=1.0000 repeat_overlap=1.0000 within_15m=6 top_amplifier=GiotaPapapetrou(1.00) roles=retail_user:1.00
  • ola_ekso score=63.35 inbound=6 unique_amplifiers=1 hhi=1.0000 repeat_overlap=1.0000 within_15m=6 top_amplifier=aggelikiME25(1.00) roles=mixed_behavior:1.00
  • MadonnaRecords score=61.64 inbound=3 unique_amplifiers=1 hhi=1.0000 repeat_overlap=1.0000 within_15m=3 top_amplifier=madonnamaniac(1.00) roles=amplifier_suspect:1.00

Recurrent cohorts

  • cohort=1 score=53.48 members=54 cascades=177 tightness_sec=2541 target_hhi=0.0191 top_target=Technomagos(9) sample=46spiros, 57lista, ABCHeckles, Aaagiiisss, AgelisDimitris, Ah_riman

Cascade propagation

  • ellada24 score=40.43 retweets=13 t_k10=8292s burst_kurtosis=-1.36 same_client=0.85 cohorts=[1] components=[1] path: galex1908@+0s[c1/h1] -> K_Sav215@+245s[c1/h1] -> maus_miny@+1764s[c1/h1] -> SenzakiKamo@+1981s[c1/h1] -> sinakatsarou@+3225s[c1/h1]
  • AdonisGeorgiadi score=38.53 retweets=11 t_k10=14742s burst_kurtosis=5.47 same_client=0.45 cohorts=[] components=[1] path: Volcom40893832@+0s[c1/h0] -> hatz_patty@+2901s[c1/h0] -> 46spiros@+3984s[c1/h0] -> TetraLogiki@+5655s[c0/h0] -> MasenkaMm230158@+6548s[c1/h0]
  • n_palaiopanou score=37.93 retweets=17 t_k10=10473s burst_kurtosis=-0.73 same_client=0.47 cohorts=[1] components=[1] path: K_Sav215@+0s[c1/h1] -> maus_miny@+155s[c1/h1] -> TheMadoula@+742s[c1/h1] -> tasoskar11@+2651s[c1/h1] -> Aristerotsolis@+3546s[c0/h1]
  • kyranakis score=37.68 retweets=12 t_k10=10220s burst_kurtosis=-0.53 same_client=0.67 cohorts=[1] components=[1] path: K_Sav215@+0s[c1/h1] -> maus_miny@+491s[c1/h1] -> MariaDecokeke@+3083s[c1/h1] -> MenoEdo@+3803s[c1/h1] -> angelikitsakani@+4865s[c1/h1]
  • Mirsini1946041 score=37.58 retweets=10 t_k10=94703s burst_kurtosis=4.93 same_client=0.50 cohorts=[] components=[1] path: Agie2a@+0s[c1/h0] -> angelikitsakani@+1323s[c1/h0] -> chrysib11@+2374s[c1/h0] -> mpantazo@+3767s[c1/h0] -> Briassulis@+5489s[c1/h0]
  • MsLouellaDeVil score=36.68 retweets=12 t_k10=12182s burst_kurtosis=-0.63 same_client=0.58 cohorts=[1] components=[1] path: galex1908@+0s[c1/h1] -> lidakis_manos@+1291s[c1/h1] -> AgelisDimitris@+4886s[c1/h1] -> ptableart@+5701s[c1/h1] -> MenoEdo@+6829s[c1/h1]
  • panta_tif score=35.58 retweets=11 t_k10=8803s burst_kurtosis=-0.81 same_client=0.55 cohorts=[1] components=[1] path: GiotaPapapetrou@+0s[c1/h1] -> Nogate_T@+741s[c1/h1] -> MariaDecokeke@+1812s[c1/h1] -> anasiropiastos@+2180s[c1/h1] -> DDeppied@+3272s[c1/h1]
  • BenakisM score=35.54 retweets=10 t_k10=15741s burst_kurtosis=-1.28 same_client=0.60 cohorts=[1] components=[1] path: 57lista@+0s[c1/h1] -> ArisBJJ@+1563s[c1/h1] -> ABCHeckles@+2615s[c1/h1] -> MKioulafa@+3241s[c1/h1] -> Catps66@+6687s[c1/h1]
  • Mirsini1946041 score=34.89 retweets=13 t_k10=8621s burst_kurtosis=-0.97 same_client=0.38 cohorts=[1] components=[1] path: ABCHeckles@+0s[c1/h1] -> mpantazo@+838s[c1/h1] -> Briassulis@+3109s[c1/h1] -> Ah_riman@+3672s[c1/h1] -> AgelisDimitris@+4042s[c1/h1]
  • panta_tif score=33.78 retweets=10 t_k10=20556s burst_kurtosis=-0.64 same_client=0.80 cohorts=[] components=[1] path: LosKarabou79397@+0s[c0/h0] -> Theodoros674021@+7128s[c1/h0] -> Ah_riman@+7532s[c1/h0] -> GeorgiadouL@+9593s[c1/h0] -> 46spiros@+11345s[c1/h0]

Repeat first-retweeters

  • GiotaPapapetrou first_count=179 unique_targets=96 target_hhi=0.0263 top_target=enikos_gr(20) role=retail_user cohorts=[1]
  • Track11John first_count=143 unique_targets=49 target_hhi=0.1985 top_target=Briassulis(62) role=mixed_behavior cohorts=[1]
  • 46spiros first_count=105 unique_targets=67 target_hhi=0.0217 top_target=AnAthenianToLDN(6) role=amplifier_suspect cohorts=[1]
  • aggelikiME25 first_count=99 unique_targets=77 target_hhi=0.0189 top_target=ola_ekso(6) role=mixed_behavior cohorts=[]
  • paliakaravana59 first_count=89 unique_targets=70 target_hhi=0.0188 top_target=vythos70(4) role=amplifier_suspect cohorts=[1]
  • nickthegreek5 first_count=88 unique_targets=68 target_hhi=0.0207 top_target=MOSSADil(6) role=media_business cohorts=[1]
  • AgelisDimitris first_count=77 unique_targets=53 target_hhi=0.0261 top_target=MsLouellaDeVil(5) role=mixed_behavior cohorts=[1]
  • vythos70 first_count=77 unique_targets=61 target_hhi=0.0197 top_target=panta_tif(3) role=mixed_behavior cohorts=[1]
  • galex1908 first_count=63 unique_targets=46 target_hhi=0.0320 top_target=ellada24(5) role=amplifier_suspect cohorts=[1]
  • K_Sav215 first_count=57 unique_targets=46 target_hhi=0.0249 top_target=action24tv(3) role=mixed_behavior cohorts=[1]

Account roles (deterministic)

  • unknown: 76
  • mixed_behavior: 69
  • amplifier_suspect: 55
  • retail_user: 46
  • media_business: 32
  • source_hub: 28
  • journalist_public_figure: 1

Highest-confidence role assignments:

  • Mrpresidentgr role=journalist_public_figure confidence=0.95 signals=description_public_figure_keyword, blue_verified, default_profile, retweet_ratio>=0.85(0.90)
  • 2PAzkjh6oFRW77D role=source_hub confidence=0.90 signals=default_profile
  • 46spiros role=amplifier_suspect confidence=0.90 signals=default_profile, retweet_ratio>=0.85(1.00), zero_or_single_original, first_retweeter_count>=3(105)
  • ABCHeckles role=amplifier_suspect confidence=0.90 signals=default_profile, retweet_ratio>=0.85(1.00), zero_or_single_original, first_retweeter_count>=3(36)
  • Aaagiiisss role=amplifier_suspect confidence=0.90 signals=default_profile, retweet_ratio>=0.85(1.00), zero_or_single_original, first_retweeter_count>=3(15)
  • Apstolos14616 role=source_hub confidence=0.90 signals=blue_verified, default_profile, default_profile_image
  • AstyMpekas role=source_hub confidence=0.90 signals=default_profile
  • B2hBk3gFaa2fH4W role=amplifier_suspect confidence=0.90 signals=default_profile, retweet_ratio>=0.85(1.00), zero_or_single_original, first_retweeter_count>=3(5)
  • BatorGr role=amplifier_suspect confidence=0.90 signals=default_profile, retweet_ratio>=0.85(1.00), zero_or_single_original, first_retweeter_count>=3(8)
  • Catps66 role=amplifier_suspect confidence=0.90 signals=default_profile, retweet_ratio>=0.85(1.00), zero_or_single_original, first_retweeter_count>=3(26)

Limits

  • This report is based on one export window, not long-term behavior.
  • A high score is a review signal. It is not proof of automation or payment.
  • Retweet timing only reflects events present in this sample.
  • The current ML lane is unsupervised and review-oriented. It does not assign truth labels.