#exchangestrong, Twitter, 4/5/2020 11:31:35 PM, 224452


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#exchangestrong_2020-04-05_04-48-01.xlsx
#exchangestrong_2020-04-05_04-48-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 05, 2020
Short Description:
#exchangestrong via NodeXL https://bit.ly/2XclzCT
@seekingseo4u
@chidambara09
@docassar
@grattongirl
@ingcolombo
@exchangeclub
@xcmuskogee
@exchangeclublh
@nicochan33
@mvollmer1

Top hashtags:
#exchangestrong
#ai
#iot
#exchangefits
#bigdata
#exchangeclub
#exchangefit

Description:
Description
The graph represents a network of 298 Twitter users whose tweets in the requested range contained "#exchangestrong", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 05 April 2020 at 11:48 UTC.

The requested start date was Sunday, 05 April 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 62-day, 21-hour, 6-minute period from Saturday, 01 February 2020 at 19:12 UTC to Saturday, 04 April 2020 at 16:19 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 : 298
Unique Edges : 1201
Edges With Duplicates : 2817
Total Edges : 4018
Number of Edge Types : 4
Tweet : 20
MentionsInRetweet : 2917
Mentions : 1063
Replies to : 18
Self-Loops : 20
Reciprocated Vertex Pair Ratio : 0.0405759162303665
Reciprocated Edge Ratio : 0.0779874213836478
Connected Components : 5
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 294
Maximum Edges in a Connected Component : 4015
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.069968
Graph Density : 0.0179648837366958
Modularity : 0.177535
NodeXL Version : 1.0.1.429
Data Import : The graph represents a network of 298 Twitter users whose tweets in the requested range contained "#exchangestrong", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 05 April 2020 at 11:48 UTC.

The requested start date was Sunday, 05 April 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 62-day, 21-hour, 6-minute period from Saturday, 01 February 2020 at 19:12 UTC to Saturday, 04 April 2020 at 16:19 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 : #exchangestrong
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:
[36] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220831
[23] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223455
[22] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=218450
[16] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=222286
[16] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=221842
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223004
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219258
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223978
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223019
[2] https://myemail.constantcontact.com/Exchange-s-February-FYI.html?soid=1102534231567&aid=ig5d-dMxhGg

Top URLs in Tweet in G1:
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=218450
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220831
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223455
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223004
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219258
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=221842
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=222286
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223978
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223019
[1] http://www.connectedaction.net/shop/

Top URLs in Tweet in G2:
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220831
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=222286
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223455
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=221842
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223004
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=218450
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219258
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223019
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223978

Top URLs in Tweet in G3:
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220831
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223455
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=221842
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223004
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=222286
[2] https://myemail.constantcontact.com/Exchange-s-February-FYI.html?soid=1102534231567&aid=ig5d-dMxhGg
[2] https://twitter.com/maxbrooksauthor/status/1239624352305303552
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223019
[1] https://wfxl.com/news/local/lily-pad-sane-center-inc-in-need-of-suitcases-for-foster-children?fbclid=IwAR2KuddiAD6kgzIQ34YCZQsKvBWYrCqMZSGsdUB-zw3Ww2oTeMCKi6DD-SA
[1] http://buyexchange.org/programofservicebanners-1-1.aspx

Top URLs in Tweet in G4:
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220831
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=218450
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223455
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=222286
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=221842
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223978
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223004
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219258
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223019

Top URLs in Tweet in G8:
[1] http://publicaffairs-sme.com/FamilyServingFamily/2020/03/30/exchange-grab-and-go-school-meals-nourish-spirits-throughout-military-communities-during-covid-19/
[1] https://www.facebook.com/owatonnaexchange/photos/a.678751072166030/3382675051773605/?type=3

Top Domains
Top Domains in Tweet in Entire Graph:
[150] nodexlgraphgallery.org
[5] scmp.com
[3] bbc.com
[3] twitter.com
[2] facebook.com
[2] iottechnews.com
[2] yahoo.com
[2] techinasia.com
[2] technologynewschina.com
[2] cnn.com

Top Domains in Tweet in G1:
[51] nodexlgraphgallery.org
[5] scmp.com
[3] bbc.com
[2] businessinsider.com
[2] yahoo.com
[2] technologynewschina.com
[2] cnn.com
[2] techinasia.com
[2] iottechnews.com
[1] connectedaction.net

Top Domains in Tweet in G2:
[40] nodexlgraphgallery.org

Top Domains in Tweet in G3:
[30] nodexlgraphgallery.org
[2] constantcontact.com
[2] twitter.com
[1] wfxl.com
[1] buyexchange.org
[1] nationalexchangeclub.org
[1] zoom.us
[1] facebook.com

Top Domains in Tweet in G4:
[29] nodexlgraphgallery.org

Top Domains in Tweet in G8:
[1] publicaffairs-sme.com
[1] facebook.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[240] exchangestrong
[90] ai
[63] iot
[45] exchangefits
[43] bigdata
[37] exchangeclub
[31] exchangefit
[22] data
[15] twitter
[12] datascience



Top Hashtags in Tweet in G1:
[99] exchangestrong
[54] ai
[34] iot
[19] data
[16] bigdata
[13] exchangefits
[12] exchangeclub
[11] exchangefit
[5] datascience
[4] twitter

Top Hashtags in Tweet in G2:
[51] exchangestrong
[21] ai
[18] exchangefits
[18] exchangeclub
[16] iot
[16] exchangefit
[11] bigdata
[5] givingtuesday
[2] data
[2] fintech

Top Hashtags in Tweet in G3:
[54] exchangestrong
[14] exchangefits
[6] ai
[5] iot
[4] exchangeclub
[4] exchangefit
[4] bigdata
[3] growexchange
[3] dontbeaspreader
[2] internationalwomensday

Top Hashtags in Tweet in G4:
[33] exchangestrong
[12] bigdata
[9] twitter
[9] ai
[8] iot
[7] healthcare
[7] datascience
[6] digital
[6] linux
[6] datascientist

Top Hashtags in Tweet in G8:
[3] exchangestrong
[1] korea
[1] europe
[1] okinawa
[1] japan
[1] exchangeassoc
[1] owatonnaexchange
[1] steelecountyexchange

Top Words
Top Words in Tweet in Entire Graph:
[229] Words in Sentiment List#1: Positive
[213] Words in Sentiment List#2: Negative
[8] Words in Sentiment List#3: Angry/Violent
[10878] Non-categorized Words
[11320] Total Words
[523] seekingseo4u
[416] docassar
[363] chidambara09
[313] nodexl
[240] #exchangestrong

Top Words in Tweet in G1:
[160] seekingseo4u
[145] docassar
[123] chidambara09
[112] nodexl
[99] #exchangestrong
[91] grattongirl
[88] antgrasso
[68] exchangeclub
[54] #ai
[46] mvollmer1

Top Words in Tweet in G2:
[170] seekingseo4u
[115] docassar
[110] chidambara09
[91] nodexl
[77] grattongirl
[59] uitsteln
[54] exchangeclub
[51] #exchangestrong
[45] coronavirus
[44] xcmuskogee

Top Words in Tweet in G3:
[76] docassar
[72] exchangeclub
[71] seekingseo4u
[68] chidambara09
[58] uitsteln
[58] xcmuskogee
[54] #exchangestrong
[51] mjoehlerich
[40] nodexl
[32] exchange

Top Words in Tweet in G4:
[93] seekingseo4u
[80] docassar
[70] nodexl
[62] chidambara09
[44] exchangeclub
[33] #exchangestrong
[32] uitsteln
[28] grattongirl
[28] xcmuskogee
[23] mjoehlerich

Top Words in Tweet in G5:
[13] seekingseo4u
[13] drspangenberg
[13] mvollmer1
[10] sallyeaves
[10] victoryabro
[10] jack_rgjk
[9] coronavirus
[6] stretching
[6] facebook
[6] limits

Top Words in Tweet in G6:
[11] seekingseo4u
[11] mikequindazzi
[11] evankirstel
[9] chinese
[9] rover
[9] discovers
[9] itâ
[9] sitting
[9] 39
[9] ft

Top Words in Tweet in G7:
[5] seekingseo4u
[5] trial
[5] drug
[5] significantly
[5] block
[5] early
[5] stages
[5] covid
[5] 19
[5] engineered

Top Words in Tweet in G8:
[3] #exchangestrong
[2] members
[2] masks
[2] child

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[118] docassar,nodexl
[112] #exchangestrong,nodexl
[105] xcmuskogee,exchangeclub
[100] chidambara09,docassar
[95] seekingseo4u,docassar
[89] exchangeclub,mjoehlerich
[85] docassar,uitsteln
[73] uitsteln,xcmuskogee
[67] nodexl,seekingseo4u
[62] grattongirl,grattonboy

Top Word Pairs in Tweet in G1:
[53] docassar,nodexl
[37] chidambara09,docassar
[33] artificial,intelligence
[33] grattongirl,grattonboy
[32] #exchangestrong,nodexl
[30] nicochan33,nonyabinis
[28] #exchangestrong,#ai
[27] thenathanone,nicochan33
[27] antgrasso,ipfconline1
[26] intelligence,lives

Top Word Pairs in Tweet in G2:
[42] docassar,nodexl
[31] #exchangestrong,nodexl
[30] chidambara09,docassar
[30] seekingseo4u,coronavirus
[29] xcmuskogee,exchangeclub
[26] docassar,uitsteln
[26] seekingseo4u,docassar
[24] exchangeclub,mjoehlerich
[22] chidambara09,uitsteln
[21] uitsteln,xcmuskogee

Top Word Pairs in Tweet in G3:
[39] xcmuskogee,exchangeclub
[35] exchangeclub,mjoehlerich
[27] #exchangestrong,nodexl
[24] seekingseo4u,docassar
[23] mjoehlerich,leadersadam
[22] docassar,uitsteln
[21] uitsteln,xcmuskogee
[21] exchangedurham,xchanover
[20] chidambara09,uitsteln
[19] leadersadam,seekingseo4u

Top Word Pairs in Tweet in G4:
[23] seekingseo4u,docassar
[23] chidambara09,docassar
[22] #exchangestrong,nodexl
[20] docassar,nodexl
[16] docassar,uitsteln
[16] xcmuskogee,exchangeclub
[14] nodexl,seekingseo4u
[14] exchangeclub,grattongirl
[13] uitsteln,xcmuskogee
[13] exchangeclub,mjoehlerich

Top Word Pairs in Tweet in G5:
[10] drspangenberg,mvollmer1
[10] mvollmer1,sallyeaves
[10] sallyeaves,victoryabro
[10] victoryabro,jack_rgjk
[6] seekingseo4u,coronavirus
[6] coronavirus,stretching
[6] stretching,facebook
[6] facebook,limits
[6] limits,drspangenberg
[6] jack_rgjk,vanri

Top Word Pairs in Tweet in G6:
[11] mikequindazzi,evankirstel
[9] seekingseo4u,chinese
[9] chinese,rover
[9] rover,discovers
[9] discovers,itâ
[9] itâ,sitting
[9] sitting,39
[9] 39,ft
[9] ft,moon
[9] moon,dust

Top Word Pairs in Tweet in G7:
[5] seekingseo4u,trial
[5] trial,drug
[5] drug,significantly
[5] significantly,block
[5] block,early
[5] early,stages
[5] stages,covid
[5] covid,19
[5] 19,engineered
[5] engineered,human

Top Replied-To
Top Replied-To in Entire Graph:
@seekingseo4u
@docassar
@uitsteln
@chidambara09
@ipfconline1
@nutritiousmind
@mvollmer1
@topcybernews
@marshacollier
@enricomolinari

Top Replied-To in G1:
@seekingseo4u
@chidambara09
@marshacollier
@mvollmer1
@nutritiousmind
@ipfconline1

Top Replied-To in G2:
@topcybernews

Top Replied-To in G3:
@chidambara09

Top Replied-To in G4:
@seekingseo4u
@uitsteln
@docassar
@enricomolinari

Top Mentioned
Top Mentioned in Entire Graph:
@seekingseo4u
@docassar
@chidambara09
@grattongirl
@exchangeclub
@uitsteln
@nodexl
@xcmuskogee
@mjoehlerich
@antgrasso

Top Mentioned in G1:
@seekingseo4u
@docassar
@chidambara09
@grattongirl
@antgrasso
@nodexl
@exchangeclub
@grattonboy
@onreact
@mvollmer1

Top Mentioned in G2:
@seekingseo4u
@chidambara09
@docassar
@grattongirl
@uitsteln
@nodexl
@exchangeclub
@xcmuskogee
@mjoehlerich
@grattonboy

Top Mentioned in G3:
@docassar
@exchangeclub
@seekingseo4u
@chidambara09
@xcmuskogee
@uitsteln
@mjoehlerich
@exchangedurham
@xchanover
@leadersadam

Top Mentioned in G4:
@seekingseo4u
@docassar
@chidambara09
@exchangeclub
@nodexl
@grattongirl
@xcmuskogee
@uitsteln
@mjoehlerich
@mvollmer1

Top Mentioned in G5:
@seekingseo4u
@drspangenberg
@mvollmer1
@sallyeaves
@victoryabro
@jack_rgjk
@vanri
@aaronauldde
@enricomolinari

Top Mentioned in G6:
@seekingseo4u
@mikequindazzi
@evankirstel
@enricomolinari
@mvollmer1
@sallyeaves
@dahl_consult

Top Mentioned in G7:
@seekingseo4u
@mvollmer1
@drs

Top Tweeters
Top Tweeters in Entire Graph:
@marshawright
@sectest9
@gamergeeknews
@chidambara09
@evankirstel
@deejayiwan
@cybersec_feeds
@lorimoreno
@calcaware
@marshacollier

Top Tweeters in G1:
@marshawright
@nicochan33
@trippbraden
@brucevh
@jvcrum
@gezgintrk
@lorishemek
@ipfconline1
@j082298
@topcybernews

Top Tweeters in G2:
@deejayiwan
@calcaware
@marshacollier
@andrewmorrisuk
@akwyz
@data_nerd
@ssxman2
@jonathanotcher1
@grattonboy
@grattongirl

Top Tweeters in G3:
@gamergeeknews
@cybersec_feeds
@taieb_bot
@mjoehlerich
@openmarketingtv
@websecurityit
@llnuxbot
@tim_official
@linuxdreams
@webtermsbot

Top Tweeters in G4:
@sectest9
@chidambara09
@lorimoreno
@lesguer_lionel
@cybersecurityn8
@havenlust
@alternative200
@ibn_berlin
@hernangraffe
@lrasquilha

Top Tweeters in G5:
@stuartsimon
@urbansqr
@imnickhuber
@corix_jc
@sallyeaves
@corixpartners
@avimimoun
@transform_sec
@sulefati7
@jayroefren

Top Tweeters in G6:
@evankirstel
@albertan48
@nvsdata
@worldtrendsinfo
@mikequindazzi
@social_molly
@clark_robotics
@krishzen
@kjkirby
@alberto11235813

Top Tweeters in G7:
@natashareid95
@meettheauthor
@automeme
@souter_oksana
@dancroghan
@drs

Top Tweeters in G8:
@a
@exchangeassoc
@cardashroll
@exnorthwillco