NodeXL Graph Gallery: Interactive Graph


Donate to the Social Media Research Foundation's NodeXL development fund

signals intelligence_2020-11-29_10-54-31.xlsx (experimental version)
NOTE: This version of the graph is not available with the browser you are using. A more recent version of the browser is required.
Zoom in Zoom out Reset the graph
Go to the graph's main page

From:
NodeXLExcelAutomator
Uploaded on:
November 30, 2020
Short Description:
signals intelligence via NodeXL https://bit.ly/2Vr4qmx
@johnnjenga
@ericgarland
@the_iap
@hawleymo
@pamelageller
@rcallicotte
@jthundertruth
@msalachuacounty
@hbarca5
@simon85205764

Top hashtags:
#kot
#rivetjoint
#caribbean
#crypto
#xrp
#eth
#brazil
#ais
#ai

Description:
Description
The graph represents a network of 1,018 Twitter users whose tweets in the requested range contained "signals intelligence", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 29 November 2020 at 18:56 UTC.

The requested start date was Saturday, 28 November 2020 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 20-hour, 20-minute period from Saturday, 14 November 2020 at 02:02 UTC to Friday, 27 November 2020 at 22:22 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 : 1018
Unique Edges : 435
Edges With Duplicates : 1362
Total Edges : 1797
Number of Edge Types : 5
Tweet : 115
Retweet : 674
MentionsInRetweet : 822
Replies to : 72
Mentions : 114
Self-Loops : 120
Reciprocated Vertex Pair Ratio : 0.002002002002002
Reciprocated Edge Ratio : 0.003996003996004
Connected Components : 181
Single-Vertex Connected Components : 58
Maximum Vertices in a Connected Component : 152
Maximum Edges in a Connected Component : 376
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.168585
Graph Density : 0.000966863903039295
Modularity : 0.552929
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 1,018 Twitter users whose tweets in the requested range contained "signals intelligence", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 29 November 2020 at 18:56 UTC.

The requested start date was Saturday, 28 November 2020 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 20-hour, 20-minute period from Saturday, 14 November 2020 at 02:02 UTC to Friday, 27 November 2020 at 22:22 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 : GraphServerTwitterSearch
Graph Term : signals intelligence
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:
[13] https://twitter.com/The_IAP/status/1328758822626856967
[6] https://www.themandarin.com.au/145091-australias-intelligence-agencies-send-mixed-signals-on-openness-and-transparency/
[2] https://www.cbc.ca/news/politics/cse-threat-assesment-1.5806213
[2] https://theintercept.com/2020/11/15/standing-rock-tigerswan-infiltrator-documents/
[2] https://ir.shareaholic.com/e?a=1&u=https://www.tandfonline.com/doi/full/10.1080/02684527.2020.1743538&r=1
[1] https://t.me/BeInCryptoCommunity
[1] https://twitter.com/DeathSurfer2020/status/1332396228445925386
[1] https://operations.nfl.com/the-rules/signals-intelligence/
[1] https://warontherocks.com/2020/11/intelligence-in-the-biden-administration/
[1] https://salestechstar.com/signals-social-engagement/social-media-intelligence-as-a-comprehensive-monitoring-tool-for-emerging-threats/

Top URLs in Tweet in G2:
[1] https://en.wikipedia.org/wiki/Five_Eyes

Top URLs in Tweet in G4:
[2] https://www.cbc.ca/news/politics/cse-threat-assesment-1.5806213
[1] https://twitter.com/LizSly/status/1327137565288378370
[1] https://twitter.com/sageyblanco/status/1327478442120671233
[1] https://twitter.com/GeorgePapa19/status/1327423129493401600
[1] https://filling-space.com/2020/02/21/how-should-australia-participate-in-space-exploration/
[1] https://twitter.com/MattWalshBlog/status/1328352653152296961
[1] https://www.themandarin.com.au/145091-australias-intelligence-agencies-send-mixed-signals-on-openness-and-transparency/
[1] https://www.newscientist.com/article/2259924-repeated-radio-bursts-from-nearby-star-suggest-such-signals-are-common/
[1] https://www.global-influence-ops.com/british-signals-intelligence-agency-to-launch-major-offensive-against-russian-disinformation-on-uk-covid-19-vaccine/
[1] https://www.youtube.com/watch?v=bKAcE241GJI&feature=youtu.be&t=2515


Top URLs in Tweet in G6:
[1] https://www.defensehere.com/eng/artificial-intelligence/could-soldiers-silently-communicate-using-brain-signals-in-the-future-/77510
[1] https://www.biorxiv.org/content/10.1101/2020.11.22.393504v1
[1] http://engineeringblog.over-blog.com/2020/11/a-beginner-s-guide-to-artificial-intelligence-and-neural-network.html
[1] https://thefintechtimes.com/corinium-and-fico-report-signals-increased-demand-for-artificial-intelligence-in-the-age-of-covid-19/
[1] https://littlesis.org/oligrapher/5824-kira-radinsky-diagnostic-robotics-data-analytics

Top URLs in Tweet in G7:
[12] https://twitter.com/The_IAP/status/1328758822626856967

Top URLs in Tweet in G8:
[1] https://dailyhodl.com/2020/11/25/xrp-set-to-surpass-ethereum-in-key-metric-for-first-time-in-seven-months-says-crypto-intelligence-firm-santiment/

Top URLs in Tweet in G9:
[2] https://theintercept.com/2020/11/15/standing-rock-tigerswan-infiltrator-documents/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[152] kot
[35] rivetjoint
[33] caribbean
[23] crypto
[23] xrp
[23] eth
[13] brazil
[13] ais
[8] ai
[6] artificialintelligence



Top Hashtags in Tweet in G1:
[152] kot

Top Hashtags in Tweet in G4:
[2] acerbipower
[2] sorveglianza
[2] tscm
[1] spaceexploration
[1] australia
[1] intelligence
[1] minirichmond
[1] urbanx
[1] xtelligent
[1] drone

Top Hashtags in Tweet in G5:
[35] rivetjoint
[33] caribbean
[13] brazil
[13] ais
[2] venezuelan
[2] venezuela

Top Hashtags in Tweet in G6:
[5] ai
[5] artificialintelligence
[5] machinelearning
[1] hamm400aos
[1] deeplearning
[1] aiforgood
[1] aiethics
[1] robot
[1] algorithms
[1] innovation

Top Hashtags in Tweet in G8:
[23] crypto
[23] xrp
[23] eth

Top Hashtags in Tweet in G9:
[1] rt

Top Words
Top Words in Tweet in Entire Graph:
[672] intelligence
[459] signals
[256] twitter
[175] six
[155] need
[153] girls
[152] #kot
[152] bureau
[152] roger
[152] units

Top Words in Tweet in G1:
[152] #kot
[152] intelligence
[152] bureau
[152] roger
[152] units
[152] twitter
[152] dci
[152] need
[152] photos
[152] six

Top Words in Tweet in G2:
[129] intelligence
[128] show
[128] signals
[127] ericgarland
[127] open
[127] source
[127] analyses
[127] lacking
[127] classified
[127] shift

Top Words in Tweet in G3:
[102] hawleymo
[101] the_iap
[100] share
[99] content
[99] moderation
[98] facebook
[98] coordinate
[98] policies
[98] google
[98] twitter

Top Words in Tweet in G4:
[84] intelligence
[67] signals
[24] such
[12] agency
[11] emergency
[10] sigint
[10] normally
[10] agencies
[10] arrange
[10] agents

Top Words in Tweet in G5:
[42] simon85205764
[36] signals
[36] intelligence
[35] flying
[35] rc
[35] 135
[35] #rivetjoint
[35] over
[35] aircraft
[33] south

Top Words in Tweet in G6:
[28] data
[19] covid
[14] cover
[14] ai
[14] harvest
[14] creating
[14] global
[14] biosecurity
[14] state
[14] apparatus

Top Words in Tweet in G7:
[26] once
[26] share
[24] intelligence
[24] signals
[24] bloody
[24] cartel
[23] pamelageller
[2] the_iap
[2] hawleymo
[2] facebook

Top Words in Tweet in G8:
[23] daily
[23] social
[23] volume
[23] mentions
[23] #crypto
[23] platforms
[23] #xrp
[23] verge
[23] surpassing
[23] #eth

Top Words in Tweet in G9:
[28] intelligence
[20] energy
[20] transfer
[20] contract
[20] security
[20] firm
[20] tigerswan
[20] organized
[20] surveillance
[20] state

Top Words in Tweet in G10:
[16] bz
[16] hmsdefender
[16] won
[16] six
[16] categories
[16] rn
[16] surface
[16] flotilla
[16] 2020
[16] awards

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[155] signals,intelligence
[152] #kot,intelligence
[152] intelligence,bureau
[152] bureau,roger
[152] roger,units
[152] units,twitter
[152] twitter,dci
[152] dci,need
[152] need,photos
[152] photos,six

Top Word Pairs in Tweet in G1:
[152] #kot,intelligence
[152] intelligence,bureau
[152] bureau,roger
[152] roger,units
[152] units,twitter
[152] twitter,dci
[152] dci,need
[152] need,photos
[152] photos,six
[152] six,kenyan

Top Word Pairs in Tweet in G2:
[127] open,source
[127] source,analyses
[127] analyses,lacking
[127] lacking,classified
[127] classified,intelligence
[127] intelligence,show
[127] show,signals
[127] signals,shift
[127] shift,toward
[127] toward,trump

Top Word Pairs in Tweet in G3:
[100] the_iap,hawleymo
[99] content,moderation
[98] hawleymo,facebook
[98] facebook,coordinate
[98] coordinate,content
[98] moderation,policies
[98] policies,google
[98] google,twitter
[98] twitter,zuckerberg
[98] zuckerberg,once

Top Word Pairs in Tweet in G4:
[31] signals,intelligence
[10] normally,intelligence
[10] intelligence,agencies
[10] agencies,arrange
[10] arrange,emergency
[10] emergency,signals
[10] signals,agents
[10] agents,such
[10] such,situations
[10] situations,such

Top Word Pairs in Tweet in G5:
[36] signals,intelligence
[35] rc,135
[35] 135,#rivetjoint
[35] #rivetjoint,signals
[33] flying,south
[33] south,over
[33] over,#caribbean
[33] #caribbean,rc
[33] intelligence,gathering
[33] gathering,aircraft

Top Word Pairs in Tweet in G6:
[14] covid,cover
[14] cover,ai
[14] ai,data
[14] data,harvest
[14] harvest,creating
[14] creating,global
[14] global,biosecurity
[14] biosecurity,state
[14] state,apparatus
[14] apparatus,folks

Top Word Pairs in Tweet in G7:
[26] once,share
[24] share,intelligence
[24] intelligence,signals
[24] signals,bloody
[24] bloody,cartel
[23] pamelageller,once
[2] the_iap,hawleymo
[2] hawleymo,facebook
[2] facebook,coordinate
[2] coordinate,content

Top Word Pairs in Tweet in G8:
[23] daily,social
[23] social,volume
[23] volume,mentions
[23] mentions,#crypto
[23] #crypto,platforms
[23] platforms,#xrp
[23] #xrp,verge
[23] verge,surpassing
[23] surpassing,#eth
[23] #eth,first

Top Word Pairs in Tweet in G9:
[20] energy,transfer
[20] transfer,contract
[20] contract,security
[20] security,firm
[20] firm,tigerswan
[20] tigerswan,organized
[20] organized,surveillance
[20] surveillance,state
[20] state,intelligence
[20] intelligence,agency

Top Word Pairs in Tweet in G10:
[16] bz,hmsdefender
[16] hmsdefender,won
[16] won,six
[16] six,categories
[16] categories,rn
[16] rn,surface
[16] surface,flotilla
[16] flotilla,2020
[16] 2020,awards
[16] awards,best

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@johnnjenga
@ericgarland
@hawleymo
@the_iap
@simon85205764
@pamelageller
@xrpcryptowolf
@alleenbrown
@hmsdefender
@navylookout

Top Mentioned in G1:
@johnnjenga

Top Mentioned in G2:
@ericgarland
@suzie_sze

Top Mentioned in G3:
@hawleymo
@the_iap
@commutationc
@ramzpaul

Top Mentioned in G4:
@mi6rogue
@acerbipower

Top Mentioned in G5:
@simon85205764
@hms_medway
@usaf
@usnavy

Top Mentioned in G6:
@philly852
@mchammer
@mhrsafa
@aryacolleges
@defensehere_en

Top Mentioned in G7:
@pamelageller
@the_iap
@hawleymo

Top Mentioned in G8:
@xrpcryptowolf

Top Mentioned in G9:
@alleenbrown
@theintercept

Top Mentioned in G10:
@hmsdefender
@navylookout

Top Tweeters
Top Tweeters in Entire Graph:
@fkittlerbot
@rk70534
@britpoptarts
@patriotmarie
@wardj15
@cnnnews18
@givemepie360
@wildwillow65
@rhiles2760
@jamestoupin

Top Tweeters in G1:
@mtupombe
@mwangijmacs
@novconquer
@owiraowira
@sirbriane
@speakkam
@konemoheavy
@gee_muri
@thekisilu
@mishbosslady__

Top Tweeters in G2:
@britpoptarts
@givemepie360
@wildwillow65
@rhiles2760
@jamestoupin
@79topper
@beverly21811568
@wellness4you13
@brettaapplebaum
@whirledcitizen_

Top Tweeters in G3:
@patriotmarie
@mmarty1230
@tres444
@otqvv
@kimrick31years
@unicornfantasy5
@10thcrusader
@jillian19743032
@l1stn
@texasamerica

Top Tweeters in G4:
@fkittlerbot
@rk70534
@eggmanorwalrus
@mmmbrowny
@jsalmonupstream
@davidabenner
@ericbowser
@craigdh
@aminsabeti
@maykowskid

Top Tweeters in G5:
@nimitzcvn68
@audiocode
@cerberus8888
@zuricht94
@luisalfredom2
@elproductor_08
@mns120
@clancyreports
@pedroj53
@steffanwatkins

Top Tweeters in G6:
@bexxmodd
@technojeder
@artificialbra1n
@mchammer
@anonylyzer13
@democratfed
@blazbfk
@lindao888
@discriminantbot
@ellismullock

Top Tweeters in G7:
@wardj15
@shoutgracegrace
@sissywillis
@donnyharris1956
@linz775
@asterixdegaulle
@bitmaelstrom
@carthag90184426
@brostevewinter
@prynnehyster

Top Tweeters in G8:
@brizendinesean
@tomtuohy1
@anita_milewska
@mxrp007
@predator_uk02
@iroi2012
@xrps0l0
@bakkupbradley
@caesarmillz
@xrpcryptowolf

Top Tweeters in G9:
@mulher_noticia
@kmontenegro
@notrealdemocrat
@laprogressive
@melformosa
@mountairmedia
@lordcommandermn
@sapiospiritual
@theintercept
@open_eugene

Top Tweeters in G10:
@julian47hill
@firetrench
@ronaldjhelzenga
@pointluck1
@f86d_
@carthantilles
@stoner1968
@navylookout
@fionapanc
@fcogovuk


We use necessary cookies to make our site work. We’d like to set additional cookies to understand site usage, make site improvements and to remember your settings. We also use cookies set by other sites to help deliver content from their services.