DFRlab, Twitter, 9/17/2021 3:54:33 AM, 262242


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DFRlab_2021-09-16_20-51-24.xlsx
DFRlab_2021-09-16_20-51-24.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
September 17, 2021
Short Description:
DFRlab via NodeXL https://bit.ly/3CiSg2H
@dfrlab
@sbmccallister
@hwag_ucmc
@llauralouisiana
@jaredlholt
@fridayswithfitz
@stoner867
@martinez55510
@code4africa
@victor_asal

Top hashtags:
#afghanistan
#taliban
#kashmir
#covid19
#pa01
#buckscounty
#disinformation

Description:
Description
The graph represents a network of 511 Twitter users whose recent tweets contained "DFRlab", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 17 September 2021 at 03:52 UTC.

The tweets in the network were tweeted over the 8-day, 4-hour, 10-minute period from Wednesday, 08 September 2021 at 20:27 UTC to Friday, 17 September 2021 at 00:38 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 : 511
Unique Edges : 1612
Edges With Duplicates : 314
Total Edges : 1926
Number of Edge Types : 5
Retweet : 247
MentionsInRetweet : 1090
Mentions : 481
Tweet : 36
Replies to : 72
Self-Loops : 37
Reciprocated Vertex Pair Ratio : 0.0168878166465621
Reciprocated Edge Ratio : 0.033214709371293
Connected Components : 26
Single-Vertex Connected Components : 14
Maximum Vertices in a Connected Component : 436
Maximum Edges in a Connected Component : 1854
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.674851
Graph Density : 0.00646943708990446
Modularity : 0.530236
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 511 Twitter users whose recent tweets contained "DFRlab", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 17 September 2021 at 03:52 UTC.

The tweets in the network were tweeted over the 8-day, 4-hour, 10-minute period from Wednesday, 08 September 2021 at 20:27 UTC to Friday, 17 September 2021 at 00:38 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 : DFRlab
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:
[80] https://www.mediamatters.org/coronavirus-covid-19/google-amazon-facebook-are-among-top-companies-helping-covid-19-misinformation
[24] https://medium.com/dfrlab/pennsylvania-three-percenter-group-lays-the-groundwork-to-go-national-4fc305de1e18
[21] https://forms.office.com/pages/responsepage.aspx?id=9qoMmRZ0r0GkoSsrpb1Miz7sxJcWqlBOl3m34t5Yl3tUQzZLNks2OEFXUVIwQU1FVjQzNFdCNlYzWCQlQCN0PWcu
[18] https://medium.com/dfrlab/militant-groups-in-jammu-and-kashmir-react-to-taliban-takeover-of-afghanistan-6963279b5c4e
[16] https://medium.com/dfrlab/open-source-evidence-of-operational-military-helicopters-captured-by-the-taliban-fec5b5c84a9a
[15] https://link.medium.com/LyafwPXjnjb
[13] https://medium.com/dfrlab/op-ed-on-the-future-of-terrorism-domestic-extremists-and-the-internet-51768a033140
[12] https://medium.com/dfrlab/chinese-russian-narratives-following-us-afghanistan-withdrawal-present-a-us-in-decline-51552a9d7ed2
[11] https://medium.com/dfrlab/populists-across-the-baltic-states-boost-covid-19-disinformation-for-political-gain-9b19ca94ad55
[10] https://medium.com/dfrlab/op-ed-how-the-internet-changed-the-dynamics-of-terrorism-after-9-11-f35f63c3e88b

Top URLs in Tweet in G1:
[21] https://forms.office.com/pages/responsepage.aspx?id=9qoMmRZ0r0GkoSsrpb1Miz7sxJcWqlBOl3m34t5Yl3tUQzZLNks2OEFXUVIwQU1FVjQzNFdCNlYzWCQlQCN0PWcu
[18] https://medium.com/dfrlab/militant-groups-in-jammu-and-kashmir-react-to-taliban-takeover-of-afghanistan-6963279b5c4e
[14] https://link.medium.com/LyafwPXjnjb
[11] https://medium.com/dfrlab/open-source-evidence-of-operational-military-helicopters-captured-by-the-taliban-fec5b5c84a9a
[10] https://medium.com/dfrlab/op-ed-how-the-internet-changed-the-dynamics-of-terrorism-after-9-11-f35f63c3e88b
[10] https://medium.com/dfrlab/populists-across-the-baltic-states-boost-covid-19-disinformation-for-political-gain-9b19ca94ad55
[6] https://www.eventbrite.com/e/combating-information-manipulation-a-playbook-for-elections-and-beyond-tickets-171114908297
[4] https://link.medium.com/VJQ62yFBpjb
[3] https://link.medium.com/lmJSfTUTyjb
[3] https://link.medium.com/8DKCDr3jnjb

Top URLs in Tweet in G2:
[80] https://www.mediamatters.org/coronavirus-covid-19/google-amazon-facebook-are-among-top-companies-helping-covid-19-misinformation
[3] https://twitter.com/DFRLab/status/1437824608804212740?s=19
[2] https://twitter.com/DFRLab/status/1438231903845314560?s=19
[1] https://medium.com/dfrlab/open-source-evidence-of-operational-military-helicopters-captured-by-the-taliban-fec5b5c84a9a
[1] https://twitter.com/DFRLab/status/1437441170645438464
[1] https://medium.com/dfrlab/op-ed-on-the-future-of-terrorism-domestic-extremists-and-the-internet-51768a033140
[1] https://link.medium.com/LyafwPXjnjb

Top URLs in Tweet in G3:
[22] https://medium.com/dfrlab/pennsylvania-three-percenter-group-lays-the-groundwork-to-go-national-4fc305de1e18
[10] https://medium.com/dfrlab/op-ed-on-the-future-of-terrorism-domestic-extremists-and-the-internet-51768a033140
[8] https://twitter.com/CourierTimes/status/1438457689781243906
[2] https://twitter.com/usatoday/status/1435566156975419393
[1] https://www.eventbrite.com/e/combating-information-manipulation-a-playbook-for-elections-and-beyond-tickets-171114908297
[1] https://medium.com/dfrlab/open-source-evidence-of-operational-military-helicopters-captured-by-the-taliban-fec5b5c84a9a
[1] https://medium.com/dfrlab/far-right-extremists-in-united-states-applaud-talibans-takeover-of-afghanistan-7b28ae7f0128
[1] https://www.npr.org/sections/coronavirus-live-updates/2021/09/04/1034217306/ivermectin-overdose-exposure-cases-poison-control-centers
[1] https://link.medium.com/VJQ62yFBpjb

Top URLs in Tweet in G4:
[1] https://trinityfi.org/about-us/

Top URLs in Tweet in G6:
[1] https://twitter.com/DFRLab/status/1438183095346282499

Top URLs in Tweet in G8:
[2] https://medium.com/dfrlab/chinese-russian-narratives-following-us-afghanistan-withdrawal-present-a-us-in-decline-51552a9d7ed2
[1] https://twitter.com/DFRLab/status/1435615369029431299
[1] https://twitter.com/DFRLab/status/1436036110740860930
[1] https://medium.com/dfrlab/pennsylvania-three-percenter-group-lays-the-groundwork-to-go-national-4fc305de1e18
[1] https://medium.com/dfrlab/far-right-extremists-in-united-states-applaud-talibans-takeover-of-afghanistan-7b28ae7f0128
[1] https://twitter.com/DFRLab/status/1436336167063019520
[1] https://www.atlanticcouncil.org/programs/digital-forensic-research-lab/
[1] https://medium.com/dfrlab/china-russia-frame-us-as-human-rights-hypocrites-in-wake-of-afghanistan-withdrawal-96a937146edb
[1] https://medium.com/dfrlab/populists-across-the-baltic-states-boost-covid-19-disinformation-for-political-gain-9b19ca94ad55
[1] https://twitter.com/DFRLab/status/1437765592413519874

Top URLs in Tweet in G9:
[2] https://twitter.com/martinez55510/status/1418640099500204035?s=19

Top Domains
Top Domains in Tweet in Entire Graph:
[155] medium.com
[80] mediamatters.org
[39] twitter.com
[21] office.com
[8] atlanticcouncil.org
[7] eventbrite.com
[2] thegrayzone.com
[2] komando.com
[2] nytimes.com
[2] oversightboard.com

Top Domains in Tweet in G1:
[86] medium.com
[21] office.com
[10] twitter.com
[6] eventbrite.com
[5] atlanticcouncil.org
[2] oversightboard.com
[2] nytimes.com
[2] komando.com
[2] connectas.org
[1] wsj.com

Top Domains in Tweet in G2:
[80] mediamatters.org
[6] twitter.com
[3] medium.com

Top Domains in Tweet in G3:
[35] medium.com
[10] twitter.com
[1] eventbrite.com
[1] npr.org

Top Domains in Tweet in G4:
[1] trinityfi.org

Top Domains in Tweet in G6:
[1] twitter.com

Top Domains in Tweet in G8:
[7] medium.com
[5] twitter.com
[1] atlanticcouncil.org

Top Domains in Tweet in G9:
[2] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[38] afghanistan
[29] taliban
[25] kashmir
[22] covid19
[21] pa01
[20] buckscounty
[20] disinformation
[18] osint
[17] jammu
[15] disinfo



Top Hashtags in Tweet in G1:
[36] afghanistan
[27] taliban
[25] kashmir
[22] covid19
[19] disinformation
[17] jammu
[15] disinfo
[15] osint
[12] lithuania
[11] estonia

Top Hashtags in Tweet in G2:
[2] macronleaks
[1] opensource
[1] afghanistan
[1] taliban
[1] us

Top Hashtags in Tweet in G3:
[21] pa01
[20] buckscounty
[5] militia
[5] domesticterrorism
[3] papn
[3] piroozabir
[3] pennsbury
[3] cbsd
[2] 9/11/2021 12:00:00 AM
[2] proudboys

Top Hashtags in Tweet in G8:
[1] disinformation

Top Hashtags in Tweet in G10:
[7] erumproject
[7] qualityofinformation
[7] cdc
[7] scicomm
[7] digcomp
[7] esmh
[7] erasmusplus

Top Words
Top Words in Tweet in Entire Graph:
[266] dfrlab
[95] top
[88] covid
[87] disinfoeu
[85] 19
[84] womenindisinfo
[84] ccdhate
[84] bostonjoan
[84] ggronvall
[84] epiren

Top Words in Tweet in G1:
[93] dfrlab
[42] free
[39] experts
[36] #afghanistan
[35] sept
[30] human
[28] rights
[27] classes
[26] groups
[26] landriukaitis

Top Words in Tweet in G2:
[88] dfrlab
[87] disinfoeu
[84] womenindisinfo
[84] ccdhate
[84] bostonjoan
[84] ggronvall
[84] epiren
[84] epiellie
[84] eliowa
[84] amymaxmen

Top Words in Tweet in G3:
[53] dfrlab
[42] jaredlholt
[25] local
[23] militia
[23] huffpost
[22] hoaxeye
[21] #pa01
[20] three
[20] percent
[20] cell

Top Words in Tweet in G7:
[4] dfrlab
[2] ecryptoco
[2] feed
[2] old
[2] bot
[2] account
[2] dont

Top Words in Tweet in G8:
[3] dfrlab
[3] planet
[2] needs
[2] governments
[2] before
[2] globalist
[2] digital
[2] forensic
[2] research
[2] lab

Top Words in Tweet in G9:
[4] patrickbergy65
[4] realafosi
[4] newyorkstateag
[4] jaredlholt
[2] chanelrion
[2] veteranstoday
[2] nypdct
[2] know_more_news
[2] gpduf
[2] hey

Top Words in Tweet in G10:
[7] mo
[7] tue
[7] continue
[7] isp
[7] truth
[7] pseudoscience
[7] looking
[7] forward
[7] welcome
[7] vmihop

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[85] covid,19
[84] womenindisinfo,disinfoeu
[84] disinfoeu,ccdhate
[84] ccdhate,dfrlab
[84] dfrlab,bostonjoan
[84] bostonjoan,ggronvall
[84] ggronvall,epiren
[84] epiren,epiellie
[84] epiellie,eliowa
[84] eliowa,amymaxmen

Top Word Pairs in Tweet in G1:
[28] human,rights
[23] militant,groups
[21] access,best
[21] best,tools
[21] tools,uncover
[21] sept,17
[19] takeover,#afghanistan
[17] russian,chinese
[17] groups,#jammu
[17] #jammu,#kashmir

Top Word Pairs in Tweet in G2:
[84] womenindisinfo,disinfoeu
[84] disinfoeu,ccdhate
[84] ccdhate,dfrlab
[84] dfrlab,bostonjoan
[84] bostonjoan,ggronvall
[84] ggronvall,epiren
[84] epiren,epiellie
[84] epiellie,eliowa
[84] eliowa,amymaxmen
[80] google,amazon

Top Word Pairs in Tweet in G3:
[22] dfrlab,hoaxeye
[22] hoaxeye,jaredlholt
[22] jaredlholt,huffpost
[20] three,percent
[20] percent,militia
[20] militia,cell
[20] #buckscounty,#pa01
[13] reopenbucks,dmkandoit
[12] finally,comprehensive
[12] comprehensive,rundown

Top Word Pairs in Tweet in G7:
[2] old,bot
[2] bot,account

Top Word Pairs in Tweet in G8:
[2] digital,forensic
[2] forensic,research
[2] research,lab
[2] lab,dfrlab
[2] right,wing

Top Word Pairs in Tweet in G9:
[4] realafosi,newyorkstateag
[2] patrickbergy65,chanelrion
[2] chanelrion,veteranstoday
[2] veteranstoday,realafosi
[2] newyorkstateag,nypdct
[2] nypdct,jaredlholt
[2] jaredlholt,know_more_news
[2] know_more_news,gpduf
[2] gpduf,hey
[2] hey,patrickbergy65

Top Word Pairs in Tweet in G10:
[7] mo,tue
[7] tue,continue
[7] continue,isp
[7] isp,truth
[7] truth,pseudoscience
[7] pseudoscience,looking
[7] looking,forward
[7] forward,welcome
[7] welcome,vmihop
[7] vmihop,msirivia

Top Replied-To
Top Replied-To in Entire Graph:
@dfrlab
@mikeoflestreets
@dragonadamant
@ampersine
@glamazonproduct
@novelsci
@cmychalejko
@afairweather
@cindyotis_
@philoviridae

Top Replied-To in G1:
@dfrlab
@cindyotis_
@stengel
@jaredlholt
@shea_lyn
@dakablink
@majidhyderi
@amandamarcotte
@etbrooking
@ludtke

Top Replied-To in G2:
@novelsci
@m_dunajewski
@minervasbard
@mycielski

Top Replied-To in G3:
@mikeoflestreets
@dragonadamant
@dfrlab
@ampersine
@glamazonproduct
@cmychalejko
@philoviridae
@willcarless
@reopenbucks
@1960_rani

Top Replied-To in G4:
@bywillpollock

Top Replied-To in G7:
@arnie_river
@articul8madness
@hotmayo777

Top Replied-To in G9:
@patrickbergy65

Top Mentioned
Top Mentioned in Entire Graph:
@dfrlab
@disinfoeu
@womenindisinfo
@ccdhate
@bostonjoan
@ggronvall
@epiren
@epiellie
@eliowa
@amymaxmen

Top Mentioned in G1:
@dfrlab
@landriukaitis
@dfrkaul
@atlanticcouncil
@nikaaleksejeva
@jaredlholt
@moira
@iriglobal
@ndi
@stanfordio

Top Mentioned in G2:
@dfrlab
@disinfoeu
@womenindisinfo
@ccdhate
@bostonjoan
@ggronvall
@epiren
@epiellie
@eliowa
@amymaxmen

Top Mentioned in G3:
@dfrlab
@jaredlholt
@huffpost
@hoaxeye
@bucksgop
@reopenbucks
@dmkandoit
@kiwanis
@ulleryatintell
@ampersine

Top Mentioned in G4:
@braintreebrat
@longasucan2
@gnargnarhoneyp
@jillianohana
@cbartlett1963
@sprzyslp
@jan_forney
@j2dumfounded
@sandrabhaynes45
@janicefrye0846

Top Mentioned in G5:
@uacrisis
@euromaidanpress
@internewsua
@ukraineworld
@stopfakingnews
@textyorgua_eng
@detectormedia
@resilientua
@informnapalm
@prismua

Top Mentioned in G6:
@january6thcmte
@benniegthompson
@repzoelofgren
@repadamschiff
@reppeteaguilar
@repstephmurphy
@repraskin
@elaineluriava
@teampelosi
@senschumer

Top Mentioned in G7:
@dfrlab
@ecryptoco
@tedcruz
@texastribune
@realreneebutler
@foxnews
@glennbeck
@seanhannity
@tuckercarlson
@lawrencebjones3

Top Mentioned in G9:
@chanelrion
@veteranstoday
@realafosi
@newyorkstateag
@nypdct
@jaredlholt
@know_more_news
@gpduf
@willsommer
@dfrlab

Top Mentioned in G10:
@vmihop
@msirivia
@svetlatanova
@nikaaleksejeva
@dfrlab
@ep_sciencetech
@cyunitech

Top Tweeters
Top Tweeters in Entire Graph:
@threadreaderapp
@padakitty
@lizditz
@jjj5819
@sar_oso
@jhamby
@carrybeyond
@sexygirl798
@rebellegrrl
@mstepczyk

Top Tweeters in G1:
@threadreaderapp
@ansisegle
@skepmi
@stefan_laurell
@digyoursoul
@nytimes
@conjja
@cnn
@wsj
@lindasn0228wi

Top Tweeters in G2:
@padakitty
@lizditz
@sar_oso
@jhamby
@sexygirl798
@rebellegrrl
@mstepczyk
@melissajpeltier
@whirledcitizen_
@laurendownsouth

Top Tweeters in G3:
@huffpost
@squizzradical
@dianesnavely
@usatoday
@suelouises
@crazymomma007
@thejessicatate
@rnelson0
@brianstelter
@victor_asal

Top Tweeters in G4:
@carrybeyond
@ydanasmithdutra
@mamurphymaureen
@dianesbaker1
@moisturevapor8r
@eyemagistus
@msduhmeanor
@jennycohn1
@tentoads4truth
@sprzyslp

Top Tweeters in G5:
@euromaidanpress
@stopfakingnews
@detectormedia
@uacrisis
@atlforum
@informnapalm
@hwag_ucmc
@internewsua
@euvsdisinfo
@infoops_polska

Top Tweeters in G6:
@jazzlpcollector
@maddowblog
@tedlieu
@senschumer
@harrisonjaime
@repswalwell
@staceyabrams
@markwarner
@repraskin
@teampelosi

Top Tweeters in G7:
@cnbc
@foxnews
@llauralouisiana
@texastribune
@lynne_finnerty
@tedcruz
@glennbeck
@seanhannity
@lawrencebjones3
@theleoterrell

Top Tweeters in G8:
@rich_outlaw
@kinnehan
@lili_lightly
@davidcranmerun1
@celtic_films
@koolholio
@africaacss
@robertmuller
@teunvoeten
@mwrigger

Top Tweeters in G9:
@veteranstoday
@know_more_news
@chanelrion
@willsommer
@martinez55510
@nypdct
@newyorkstateag
@patrickbergy65
@realafosi
@gpduf

Top Tweeters in G10:
@b0tsci
@jayaisales
@ziouziosd
@cyunitech
@msirivia
@ep_sciencetech
@sciencehoaxes
@svetlatanova
@vmihop
@erumproject


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