fake vaccine card, Twitter, 8/4/2021 9:55:02 PM, 259524


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fake vaccine card Twitter NodeXL SNA Map and Report for Wednesday, 04 August 2021 at 21:50 UTC
fake vaccine card Twitter NodeXL SNA Map and Report for Wednesday, 04 August 2021 at 21:50 UTC
From:
docassar
Uploaded on:
August 04, 2021
Short Description:
fake vaccine card via NodeXL https://bit.ly/3xpaCfA
@justinahorwitz
@j_mei21
@mariapcalavia
@raincitybadger
@kxngjam3s
@totally59501713
@anacabrera
@gazette_mos
@vashon_photo
@robwalks_

Top hashtags:
#covid19
#covid
#cybersecurity
#canada
#vaccination
#carryon
#delta

Description:
Description
The graph represents a network of 3,671 Twitter users whose recent tweets contained "fake vaccine card", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 15,000 tweets. The network was obtained from Twitter on Wednesday, 04 August 2021 at 21:51 UTC.

The tweets in the network were tweeted over the 7-day, 22-hour, 51-minute period from Tuesday, 27 July 2021 at 22:49 UTC to Wednesday, 04 August 2021 at 21:40 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 3671
Unique Edges : 3855
Edges With Duplicates : 115
Total Edges : 3970
Self-Loops : 519
Reciprocated Vertex Pair Ratio : 0.00500736377025037
Reciprocated Edge Ratio : 0.00996483001172333
Connected Components : 762
Single-Vertex Connected Components : 346
Maximum Vertices in a Connected Component : 1036
Maximum Edges in a Connected Component : 1424
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.569034
Graph Density : 0.000253255318027667
Modularity : 0.866195
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 3,671 Twitter users whose recent tweets contained "fake vaccine card", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 15,000 tweets. The network was obtained from Twitter on Wednesday, 04 August 2021 at 21:51 UTC.

The tweets in the network were tweeted over the 7-day, 22-hour, 51-minute period from Tuesday, 27 July 2021 at 22:49 UTC to Wednesday, 04 August 2021 at 21:40 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : fake vaccine card
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[125] https://twitter.com/chanya_tamada/status/1421769908849885186
[124] https://twitter.com/vashon_photo/status/1421906339090124801
[85] https://twitter.com/kharma__/status/1422651848188694531
[44] https://twitter.com/thehorrorhottie/status/1422569394627043330
[35] https://twitter.com/koshadillz/status/1422586008525320194
[33] https://montanadailygazette.com/2021/05/15/fbi-warns-not-to-download-a-fake-vaccine-card-heres-what-they-look-like-so-you-can-obey-the-law/
[24] https://twitter.com/benjaminmmeier/status/1422185570122584064
[19] https://twitter.com/CP24/status/1421250930197028866
[13] https://www.nbcchicago.com/news/local/bbb-fbi-warn-of-especially-dangerous-fake-vaccination-card-scams-at-lollapalooza/2569514/
[12] https://twitter.com/NBCNews/status/1422354558345523206

Top URLs in Tweet in G1:
[1] https://www.npr.org/2021/05/08/994967439/california-man-arrested-in-suspected-fake-covid-19-vaccine-card-operation

Top URLs in Tweet in G2:
[8] https://twitter.com/vashon_photo/status/1421906339090124801
[3] https://twitter.com/KejanHaynes/status/1420406759722831881
[3] https://rssfeeds.cloudsite.builders/2021/07/30/new-harris-poll-cybersecurity-fears-may-stall-covid-19-digital-vaccine-card-adoption-in-the-united-states-and-united-kingdom-identity-theft-and-fake-cards-top-list-of-concerns/
[3] https://www.reportr.world/news/senate-bill-seeks-stiffer-penalties-for-faking-medical-test-results-vaccine-cards-a4833-20210729?utm_source=Twitter-reportr&utm_medium=Ownshare&utm_campaign=20210728-twnp-news-senate-bill-seeks-stiffer-penalties-for-faking-medical-test-results-vaccine-cards-a4833-20210729-twfirst
[3] https://twitter.com/doctorsoshi/status/1421238495364980747
[3] https://twitter.com/AnaCabrera/status/1421624167372402689
[3] https://twitter.com/BenjaminMMeier/status/1422185570122584064
[2] https://twitter.com/ABSCBNNews/status/1422129619596038148
[2] https://twitter.com/desusnice/status/1422327471135993865
[2] https://twitter.com/benjaminmmeier/status/1422185570122584064

Top URLs in Tweet in G5:
[125] https://twitter.com/chanya_tamada/status/1421769908849885186

Top URLs in Tweet in G6:
[102] https://twitter.com/vashon_photo/status/1421906339090124801

Top URLs in Tweet in G7:
[43] https://twitter.com/thehorrorhottie/status/1422569394627043330

Top URLs in Tweet in G8:
[81] https://twitter.com/kharma__/status/1422651848188694531

Top URLs in Tweet in G9:
[2] https://twitter.com/AnaCabrera/status/1421624167372402689
[2] https://twitter.com/AnaCabrera/status/1421624167372402689?s=19

Top URLs in Tweet in G10:
[2] https://twitter.com/vashon_photo/status/1421906339090124801?s=20

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[17] covid19
[14] covid
[13] cybersecurity
[10] canada
[8] vaccination
[7] carryon
[7] delta
[6] startyourday
[6] vaccine
[5] antivaxxers



Top Hashtags in Tweet in G1:
[1] covid19

Top Hashtags in Tweet in G2:
[3] cybersecurity
[3] covid19
[3] getvaccinated
[2] cyberattack
[2] covidisnotover
[2] stw_stp
[2] covid
[1] vaccinepassports
[1] houstonmethodist
[1] vaccinemandate

Top Hashtags in Tweet in G9:
[2] getvaxxed

Top Hashtags in Tweet in G10:
[2] getthedamnshots
[1] getvaccinatednow

Top Words
Top Words in Tweet in Entire Graph:
[3592] vaccine
[3185] fake
[3181] card
[719] free
[689] using
[649] felony
[629] vaccination
[539] people
[375] ถ
[375] น

Top Words in Tweet in G1:
[570] fake
[570] vaccine
[570] card
[561] using
[560] felony
[4] reallyamerican1
[3] justinahorwitz
[2] people
[2] give
[2] talking

Top Words in Tweet in G2:
[409] vaccine
[370] fake
[363] card
[67] free
[53] vaccination
[51] covid
[45] cards
[39] people
[38] getting
[34] pay

Top Words in Tweet in G3:
[222] fake
[222] vaccine
[222] card
[185] people
[182] question
[182] answer
[182] same
[182] wore
[182] underwear
[182] faces

Top Words in Tweet in G4:
[130] fake
[130] vaccine
[130] card
[127] spending
[126] hundreds
[126] dollars
[126] go
[126] souk
[126] lmaooooooo
[126] unwell

Top Words in Tweet in G5:
[375] ถ
[375] น
[375] ก
[250] ข
[250] ะ
[125] าอย
[125] และได
[125] ฉ
[125] ดว
[125] คซ

Top Words in Tweet in G6:
[204] vaccination
[204] covid
[103] fake
[103] card
[103] vaccine
[102] free
[102] avoid
[102] pay
[102] 50
[102] bucks

Top Words in Tweet in G7:
[149] vaccine
[120] re
[106] fake
[106] card
[62] go
[60] one
[60] thing
[60] unsure
[60] vaccination
[60] yeah

Top Words in Tweet in G8:
[171] vaccine
[92] fake
[92] card
[81] free
[79] paying
[79] increase
[79] chances
[79] survival
[79] lmao
[10] vaccination

Top Words in Tweet in G9:
[77] vaccine
[75] fake
[74] card
[71] anacabrera
[59] asharangappa_
[59] time
[58] caught
[58] people
[57] using
[57] close

Top Words in Tweet in G10:
[126] vaccine
[106] free
[74] fake
[74] card
[70] vashon_photo
[56] 50
[49] mattmurph24
[49] 00
[49] cheapskate
[49] give

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2370] vaccine,card
[2154] fake,vaccine
[683] using,fake
[606] card,felony
[338] fake,vaccination
[332] vaccination,card
[252] vaccine,free
[187] question,fake
[187] card,answer
[186] answer,same

Top Word Pairs in Tweet in G1:
[568] vaccine,card
[566] fake,vaccine
[561] using,fake
[560] card,felony
[2] fake,card

Top Word Pairs in Tweet in G2:
[260] vaccine,card
[205] fake,vaccine
[39] vaccination,card
[33] fake,vaccination
[25] vaccine,free
[23] covid,19
[23] free,vaccine
[22] fake,cards
[22] fake,card
[19] digital,vaccine

Top Word Pairs in Tweet in G3:
[219] vaccine,card
[218] fake,vaccine
[182] question,fake
[182] card,answer
[182] answer,same
[182] same,people
[182] people,wore
[182] wore,underwear
[182] underwear,faces
[182] faces,prove

Top Word Pairs in Tweet in G4:
[129] fake,vaccine
[129] vaccine,card
[126] spending,hundreds
[126] hundreds,dollars
[126] dollars,fake
[126] card,go
[126] go,souk
[126] souk,lmaooooooo
[126] lmaooooooo,unwell
[3] dickhead,fake

Top Word Pairs in Tweet in G5:
[125] ถ,าอย
[125] าอย,และได
[125] และได,ฉ
[125] ฉ,ดว
[125] ดว,คซ
[125] คซ,นท
[125] นท,ต
[125] ต,างประเทศจร
[125] างประเทศจร,งก
[125] งก,น

Top Word Pairs in Tweet in G6:
[102] vaccination,free
[102] free,avoid
[102] avoid,covid
[102] covid,pay
[102] pay,50
[102] 50,bucks
[102] bucks,fake
[102] fake,vaccination
[102] vaccination,card
[102] card,covid

Top Word Pairs in Tweet in G7:
[60] one,thing
[60] thing,vaccine
[60] vaccine,re
[60] re,unsure
[60] unsure,go
[60] go,fake
[60] fake,vaccination
[60] vaccination,card
[60] card,yeah
[60] yeah,re

Top Word Pairs in Tweet in G8:
[82] fake,vaccine
[82] vaccine,card
[79] paying,fake
[79] card,vaccine
[79] vaccine,free
[79] free,increase
[79] increase,chances
[79] chances,survival
[79] survival,lmao
[10] fake,vaccination

Top Word Pairs in Tweet in G9:
[69] vaccine,card
[69] fake,vaccine
[59] anacabrera,asharangappa_
[57] using,fake
[57] card,close
[56] asharangappa_,anybody
[56] anybody,gets
[56] gets,caught
[56] caught,using
[56] close,people

Top Word Pairs in Tweet in G10:
[72] fake,vaccine
[71] vaccine,card
[52] vaccine,free
[51] card,50
[49] vashon_photo,mattmurph24
[49] mattmurph24,vaccine
[49] free,fake
[49] 50,00
[49] 00,cheapskate
[49] cheapskate,give

Top Replied-To
Top Replied-To in Entire Graph:
@vashon_photo
@anacabrera
@maddowblog
@desusnice
@mcspocky
@benjaminmmeier
@mollyjongfast
@thehill
@tonyserrata
@mmpadellan

Top Replied-To in G1:
@reallyamerican1
@justinahorwitz
@mayhem_muhammad
@jrubinblogger
@tenfortea
@bowdowntogabe

Top Replied-To in G3:
@pamelasuebutle4

Top Replied-To in G6:
@rothschildmd

Top Replied-To in G9:
@anacabrera
@darinp2
@repswalwell
@sueric2
@melissajpeltier
@georgeedwinjac2
@sunnydays142

Top Replied-To in G10:
@vashon_photo
@karrin21262

Top Mentioned
Top Mentioned in Entire Graph:
@asharangappa_
@mattmurph24
@warnockwarrior
@unc
@anacabrera
@nytimes
@mrshannonlanier
@deanobeidallah
@deangloster

Top Mentioned in G1:
@reallyamerican1
@justinahorwitz
@georgie80583350
@expandmajority
@heilvete
@jmisraje1111
@chipfranklin
@abc15

Top Mentioned in G6:
@tina_nguyen

Top Mentioned in G9:
@asharangappa_
@anacabrera
@davidfrum
@stonekettle
@dantown22
@gremlinhunter1
@repswalwell
@samkj27
@steven94117
@bettybowers

Top Mentioned in G10:
@mattmurph24
@marchforscience

Top Tweeters
Top Tweeters in Entire Graph:
@paoloigna1
@mattmurph24
@delta
@990208_
@bannerite
@suhropod
@mharvey816
@thehill
@astwisa
@katcapps

Top Tweeters in G1:
@ken_crichlow
@gwydion620
@bethsinniresist
@emersonfan1
@pushandpulljlm
@squirrel1110
@buffaloon
@royaleight
@juliawb
@carollarue

Top Tweeters in G2:
@stonefree63
@it_securitynews
@pamcurtis4210
@silentn1223
@rogue_corq
@yourrholemodel
@loonuhc
@gregorydevans
@thejlmprogram
@newsfrombw

Top Tweeters in G3:
@teram323tere
@meidas_damon
@88seattle61
@kath2252
@loraanem
@johnnydee62
@tanis42
@thekoolcat01
@lulu82824
@jerri47

Top Tweeters in G4:
@sejeez
@gabe7__
@unclekari
@a_geechi
@bigbadrel
@deebreezy415
@mevssociety
@kissmymahogany
@__moraa__
@oluwa_kobe

Top Tweeters in G5:
@990208_
@suhropod
@newzcms
@middonaito
@xxxxbxby
@_windyhun
@_qenfer
@apywhan
@kalicehqx
@blanxxking

Top Tweeters in G6:
@katcapps
@amyayers16
@cnbsnana
@jeannie_hartley
@laurendownsouth
@dollymad1812
@thecorollary
@nutmeg3isme
@cfraase
@tllanes

Top Tweeters in G7:
@espnfrankie
@suckafreetee
@khaotiqfyre
@ototha
@robwalks_
@__scotchbonnet
@jmarkellsoul
@petitevanity
@jureyal
@kwu_leon

Top Tweeters in G8:
@kungfu_grip
@holtarna
@loganbdoubleu
@muffinlordsa
@apope45
@itsbigp_
@repalec
@typeannoyed
@crillacam
@kharma__

Top Tweeters in G9:
@astwisa
@melissajpeltier
@drseid
@newsjunkie60
@dunnclan
@pookoo_2000
@gradyslady
@littlered623
@locou9
@eilonwy24

Top Tweeters in G10:
@mattmurph24
@soaprookie
@drhoctor2
@joyrosem
@deb_tiva
@detroit_rachel
@schristy16
@iyamtoo
@saltycomment
@find45sdealer