#exchangestrong, Twitter, 3/22/2020 6:48:02 PM, 223455


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#exchangestrong_2020-03-22_05-37-32.xlsx
#exchangestrong_2020-03-22_05-37-32.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 22, 2020
Short Description:
#exchangestrong via NodeXL https://bit.ly/39bG9FI
@seekingseo4u
@docassar
@chidambara09
@exchangeclub
@grattongirl
@mjoehlerich
@ingcolombo
@xcmuskogee
@nicochan33
@uitsteln

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

Description:
Description
The graph represents a network of 258 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, 22 March 2020 at 12:37 UTC.

The requested start date was Sunday, 22 March 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 76-day, 0-hour, 2-minute period from Wednesday, 01 January 2020 at 18:19 UTC to Tuesday, 17 March 2020 at 18:21 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 : 258
Unique Edges : 940
Edges With Duplicates : 2176
Total Edges : 3116
Number of Edge Types : 4
MentionsInRetweet : 2211
Mentions : 861
Replies to : 12
Tweet : 32
Self-Loops : 32
Reciprocated Vertex Pair Ratio : 0.0345963756177924
Reciprocated Edge Ratio : 0.0668789808917197
Connected Components : 3
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 256
Maximum Edges in a Connected Component : 3115
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.130735
Graph Density : 0.0189424788103641
Modularity : 0.198477
NodeXL Version : 1.0.1.427
Data Import : The graph represents a network of 258 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, 22 March 2020 at 12:37 UTC.

The requested start date was Sunday, 22 March 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 76-day, 0-hour, 2-minute period from Wednesday, 01 January 2020 at 18:19 UTC to Tuesday, 17 March 2020 at 18:21 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
[18] 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
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223019
[2] https://twitter.com/maxbrooksauthor/status/1239624352305303552
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220282
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220257

Top URLs in Tweet in G1:
[16] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220831
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=222286
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=221842
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=218450
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223004
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219258
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223019
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220257
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220282

Top URLs in Tweet in G2:
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=218450
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220831
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219258
[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://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223019
[1] http://www.connectedaction.net/shop/
[1] https://www.foxbusiness.com/technology/huawei-extension-chinese-surveillance-canada
[1] https://www.scmp.com/news/china/society/article/3065022/coronavirus-why-do-recovered-patients-test-positive-again

Top URLs in Tweet in G3:
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220831
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=221842
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=222286
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223004
[2] https://www.nationalexchangeclub.org/donors/
[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://twitter.com/WolfpackIreland/status/1218176478430535680
[1] https://www.youtube.com/watch?v=_xLrmaGMUek&t=15s

Top URLs in Tweet in G4:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223004

Top URLs in Tweet in G5:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220831

Top URLs in Tweet in G7:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223004

Top Domains
Top Domains in Tweet in Entire Graph:
[120] nodexlgraphgallery.org
[5] scmp.com
[3] twitter.com
[3] bbc.com
[3] nationalexchangeclub.org
[2] iottechnews.com
[2] yahoo.com
[2] techinasia.com
[2] technologynewschina.com
[2] businessinsider.com

Top Domains in Tweet in G1:
[54] nodexlgraphgallery.org

Top Domains in Tweet in G2:
[39] nodexlgraphgallery.org
[5] scmp.com
[3] bbc.com
[2] businessinsider.com
[2] yahoo.com
[2] technologynewschina.com
[2] techinasia.com
[2] iottechnews.com
[1] connectedaction.net
[1] foxbusiness.com

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

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

Top Domains in Tweet in G5:
[1] nodexlgraphgallery.org

Top Domains in Tweet in G7:
[1] nodexlgraphgallery.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[208] exchangestrong
[71] ai
[51] exchangefits
[46] iot
[29] exchangeclub
[27] bigdata
[25] exchangefit
[20] data
[8] datascience
[8] givingtuesday



Top Hashtags in Tweet in G1:
[66] exchangestrong
[24] ai
[18] iot
[17] exchangeclub
[17] exchangefits
[14] bigdata
[14] exchangefit
[5] twitter
[5] givingtuesday
[4] digital

Top Hashtags in Tweet in G2:
[77] exchangestrong
[45] ai
[27] iot
[17] data
[13] bigdata
[12] exchangefits
[11] exchangeclub
[10] exchangefit
[4] datascience
[4] influencermarketing

Top Hashtags in Tweet in G3:
[60] exchangestrong
[21] exchangefits
[6] growexchange
[4] xccolosprings
[3] dontbeaspreader
[3] concert
[2] internationalwomensday
[2] okie
[2] happynewyear
[2] preventchildabuse

Top Hashtags in Tweet in G4:
[1] exchangestrong

Top Hashtags in Tweet in G5:
[1] exchangestrong

Top Hashtags in Tweet in G7:
[2] exchangestrong
[1] ai
[1] data
[1] technology
[1] iot

Top Hashtags in Tweet in G8:
[1] exchangestrong
[1] exchangefits

Top Words
Top Words in Tweet in Entire Graph:
[210] Words in Sentiment List#1: Positive
[166] Words in Sentiment List#2: Negative
[7] Words in Sentiment List#3: Angry/Violent
[8807] Non-categorized Words
[9183] Total Words
[391] seekingseo4u
[321] docassar
[283] chidambara09
[241] nodexl
[208] #exchangestrong

Top Words in Tweet in G1:
[196] seekingseo4u
[150] docassar
[134] chidambara09
[123] nodexl
[76] uitsteln
[72] exchangeclub
[71] grattongirl
[66] #exchangestrong
[54] xcmuskogee
[47] mjoehlerich

Top Words in Tweet in G2:
[105] docassar
[92] chidambara09
[85] nodexl
[79] seekingseo4u
[77] #exchangestrong
[60] grattongirl
[54] exchangeclub
[45] #ai
[41] antgrasso
[37] uitsteln

Top Words in Tweet in G3:
[60] #exchangestrong
[58] exchangeclub
[53] docassar
[46] uitsteln
[43] chidambara09
[42] xcmuskogee
[41] seekingseo4u
[38] exchange
[34] mjoehlerich
[25] nodexl

Top Words in Tweet in G4:
[46] seekingseo4u
[28] antgrasso
[26] artificial
[26] intelligence
[26] thenathanone
[26] onreact
[24] lives
[24] today
[24] nicochan33
[24] nonyabinis

Top Words in Tweet in G5:
[14] seekingseo4u
[13] mikequindazzi
[13] evankirstel
[10] chinese
[10] rover
[10] discovers
[10] itâ
[10] sitting
[10] 39
[10] ft

Top Words in Tweet in G6:
[13] seekingseo4u
[9] drspangenberg
[9] mvollmer1
[6] augmented
[6] reality
[6] manufacturing
[6] aaronauldde
[6] sallyeaves
[6] victoryabro
[6] jack_rgjk

Top Words in Tweet in G7:
[2] #exchangestrong
[2] seekingseo4u
[2] officials
[2] confirm

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[105] xcmuskogee,exchangeclub
[101] docassar,nodexl
[91] exchangeclub,mjoehlerich
[85] #exchangestrong,nodexl
[85] docassar,uitsteln
[73] chidambara09,docassar
[73] uitsteln,xcmuskogee
[63] nodexl,docassar
[55] seekingseo4u,docassar
[52] exchangedurham,xchanover

Top Word Pairs in Tweet in G1:
[53] docassar,nodexl
[45] xcmuskogee,exchangeclub
[41] docassar,uitsteln
[40] chidambara09,docassar
[40] #exchangestrong,nodexl
[38] exchangeclub,mjoehlerich
[34] uitsteln,xcmuskogee
[29] nodexl,docassar
[29] seekingseo4u,docassar
[26] seekingseo4u,coronavirus

Top Word Pairs in Tweet in G2:
[42] docassar,nodexl
[25] chidambara09,docassar
[21] #exchangestrong,nodexl
[21] docassar,uitsteln
[21] xcmuskogee,exchangeclub
[20] grattongirl,grattonboy
[20] #exchangestrong,#ai
[19] nodexl,docassar
[18] uitsteln,xcmuskogee
[17] exchangeclub,mjoehlerich

Top Word Pairs in Tweet in G3:
[34] xcmuskogee,exchangeclub
[31] exchangeclub,mjoehlerich
[21] #exchangestrong,nodexl
[21] docassar,uitsteln
[19] uitsteln,xcmuskogee
[19] mjoehlerich,leadersadam
[19] exchangedurham,xchanover
[16] chidambara09,uitsteln
[16] leadersadam,seekingseo4u
[16] seekingseo4u,exchangedurham

Top Word Pairs in Tweet in G4:
[26] artificial,intelligence
[24] seekingseo4u,artificial
[24] intelligence,lives
[24] lives,today
[24] today,thenathanone
[24] thenathanone,nicochan33
[24] nicochan33,nonyabinis
[24] nonyabinis,onreact
[24] onreact,antgrasso
[24] antgrasso,ipfconline1

Top Word Pairs in Tweet in G5:
[13] mikequindazzi,evankirstel
[10] seekingseo4u,chinese
[10] chinese,rover
[10] rover,discovers
[10] discovers,itâ
[10] itâ,sitting
[10] sitting,39
[10] 39,ft
[10] ft,moon
[10] moon,dust

Top Word Pairs in Tweet in G6:
[6] seekingseo4u,augmented
[6] augmented,reality
[6] reality,manufacturing
[6] manufacturing,aaronauldde
[6] aaronauldde,drspangenberg
[6] drspangenberg,mvollmer1
[6] mvollmer1,sallyeaves
[6] sallyeaves,victoryabro
[6] victoryabro,jack_rgjk
[6] jack_rgjk,vanrijmena

Top Word Pairs in Tweet in G7:
[2] officials,confirm

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

Top Mentioned in G1:
@seekingseo4u
@docassar
@chidambara09
@grattongirl
@uitsteln
@nodexl
@exchangeclub
@xcmuskogee
@mjoehlerich
@grattonboy

Top Mentioned in G2:
@docassar
@chidambara09
@seekingseo4u
@grattongirl
@nodexl
@antgrasso
@exchangeclub
@uitsteln
@grattonboy
@mvollmer1

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

Top Mentioned in G4:
@seekingseo4u
@antgrasso
@thenathanone
@onreact
@nicochan33
@nonyabinis
@ipfconline1
@bruce
@chidambara09
@docassar

Top Mentioned in G5:
@seekingseo4u
@mikequindazzi
@evankirstel
@enricomolinari
@mvollmer1
@sallyeaves
@dahl_consult
@chidambara09
@docassar

Top Mentioned in G6:
@seekingseo4u
@drspangenberg
@mvollmer1
@aaronauldde
@sallyeaves
@victoryabro
@jack_rgjk
@chidambara09
@uitsteln

Top Mentioned in G7:
@seekingseo4u
@uitsteln
@docassar
@chidambara09
@exchangeclub
@ingcolombo
@drspangenberg
@huaweimobilede

Top Tweeters
Top Tweeters in Entire Graph:
@marshawright
@gamergeeknews
@chidambara09
@evankirstel
@deejayiwan
@lorimoreno
@cybersec_feeds
@calcaware
@marshacollier
@nicochan33

Top Tweeters in G1:
@chidambara09
@deejayiwan
@lorimoreno
@calcaware
@marshacollier
@andrewmorrisuk
@akwyz
@data_nerd
@ssxman2
@jonathanotcher1

Top Tweeters in G2:
@marshawright
@gamergeeknews
@trippbraden
@brucevh
@jvcrum
@lorishemek
@j082298
@topcybernews
@kirkdborne
@ainewsfeed

Top Tweeters in G3:
@taieb_bot
@mjoehlerich
@websecurityit
@llnuxbot
@hernangraffe
@webtermsbot
@gentoobot
@cephalopodluke2
@mongoosepvt
@david_e_powell

Top Tweeters in G4:
@nicochan33
@ipfconline1
@edrc30
@technojeder
@domsden1
@algoworks
@antgrasso
@quasagroup
@josephp79752742
@onreact

Top Tweeters in G5:
@evankirstel
@albertan48
@nvsdata
@brainroaring
@worldtrendsinfo
@mikequindazzi
@sallyeaves
@social_molly
@clark_robotics
@krishzen

Top Tweeters in G6:
@cybersec_feeds
@stuartsimon
@urbansqr
@imnickhuber
@avimimoun
@jayroefren
@aaronauldde
@kar_saswat
@53obexkukx9zuob
@jack_rgjk

Top Tweeters in G7:
@openmarketingtv
@tim_official
@ingcolombo
@huawei_blog
@huaweimobilede
@huawei_germany

Top Tweeters in G8:
@a
@ruthenium53


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