#exchangestrong, Twitter, 3/1/2020 10:20:55 PM, 222286


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#exchangestrong_2020-03-01_08-16-01.xlsx
#exchangestrong_2020-03-01_08-16-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 01, 2020
Short Description:
#exchangestrong via NodeXL http://bit.ly/2VMd68P
@seekingseo4u
@docassar
@uitsteln
@chidambara09
@xcmuskogee
@exchangeclub
@mjoehlerich
@exchangedurham
@xchanover
@grattongirl

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

Description:
Description
The graph represents a network of 138 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, 01 March 2020 at 16:16 UTC.

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

The tweets in the network were tweeted over the 88-day, 21-hour, 19-minute period from Monday, 02 December 2019 at 15:59 UTC to Saturday, 29 February 2020 at 13:18 UTC.

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 : 138
Unique Edges : 339
Edges With Duplicates : 1289
Total Edges : 1628
Number of Edge Types : 4
MentionsInRetweet : 1130
Mentions : 453
Replies to : 9
Tweet : 36
Self-Loops : 36
Reciprocated Vertex Pair Ratio : 0.0615079365079365
Reciprocated Edge Ratio : 0.11588785046729
Connected Components : 3
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 136
Maximum Edges in a Connected Component : 1626
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.229322
Graph Density : 0.0282978948481963
Modularity : 0.142862
NodeXL Version : 1.0.1.426
Data Import : The graph represents a network of 138 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, 01 March 2020 at 16:16 UTC.

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

The tweets in the network were tweeted over the 88-day, 21-hour, 19-minute period from Monday, 02 December 2019 at 15:59 UTC to Saturday, 29 February 2020 at 13:18 UTC.

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
[29] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=218450
[26] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219258
[16] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=221842
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219368
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=218528
[5] https://www.nationalexchangeclub.org/donors/
[2] http://www.technologynewschina.com/2020/02/masked-faces-pose-no-trouble-to-ai-algos.html?m=1
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=218420
[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
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219258
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=221842
[2] http://www.technologynewschina.com/2020/02/masked-faces-pose-no-trouble-to-ai-algos.html?m=1
[1] https://www.bbc.com/news/technology-51646309
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=218528
[1] http://www.connectedaction.net/shop/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219368
[1] http://www.technologynewschina.com/2020/02/china-rolls-out-fresh-data-collection.html?m=1

Top URLs in Tweet in G2:
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220831
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=218450
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219258
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=221842
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219368
[1] https://www.facebook.com/events/2405781426150196/
[1] https://www.facebook.com/xcmuskogee
[1] https://www.instagram.com/p/B7zygYRn1AA/?igshid=izjvpej39rf1
[1] https://www.facebook.com/157245164785001/posts/793845587791619/?d=n
[1] https://www.nationalservice.gov/special-initiatives/days-service/martin-luther-king-jr-day-service/toolkits/other-resources/project

Top URLs in Tweet in G3:
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220831
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219258
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=221842
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=218450
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220257
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220282
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219368
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=218420
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=218528

Top URLs in Tweet in G4:
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=218450
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220831
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219258
[4] https://www.nationalexchangeclub.org/donors/
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=218528
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=221842
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219368
[2] http://buyexchange.org/
[2] https://myemail.constantcontact.com/Exchange-s-February-FYI.html?soid=1102534231567&aid=ig5d-dMxhGg
[1] https://twitter.com/WolfpackIreland/status/1218176478430535680

Top URLs in Tweet in G6:
[1] http://www.nmsfamilycenter.org

Top Domains
Top Domains in Tweet in Entire Graph:
[126] nodexlgraphgallery.org
[6] nationalexchangeclub.org
[4] buyexchange.org
[3] technologynewschina.com
[3] facebook.com
[2] techinasia.com
[2] constantcontact.com
[2] twitter.com
[1] bbc.com
[1] techxplore.com

Top Domains in Tweet in G1:
[35] nodexlgraphgallery.org
[3] technologynewschina.com
[2] techinasia.com
[1] bbc.com
[1] connectedaction.net
[1] techxplore.com
[1] twitter.com

Top Domains in Tweet in G2:
[24] nodexlgraphgallery.org
[3] facebook.com
[1] instagram.com
[1] nationalservice.gov
[1] nationalexchangeclub.org

Top Domains in Tweet in G3:
[37] nodexlgraphgallery.org

Top Domains in Tweet in G4:
[30] nodexlgraphgallery.org
[5] nationalexchangeclub.org
[4] buyexchange.org
[2] constantcontact.com
[1] twitter.com
[1] youtube.com
[1] buffer.com
[1] wfxl.com

Top Domains in Tweet in G6:
[1] nmsfamilycenter.org

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[158] exchangestrong
[48] exchangefits
[36] ai
[25] exchangeclub
[25] exchangefit
[24] iot
[18] bigdata
[16] givingtuesday
[4] twitter
[4] concert



Top Hashtags in Tweet in G1:
[37] exchangestrong
[16] ai
[11] iot
[9] bigdata
[9] exchangefits
[8] exchangefit
[8] exchangeclub
[2] exchange
[2] givingtuesday
[2] data

Top Hashtags in Tweet in G2:
[37] exchangestrong
[10] exchangefit
[10] ai
[9] exchangeclub
[9] exchangefits
[6] iot
[6] givingtuesday
[3] bigdata
[3] advancedworkzoneservices
[3] concert

Top Hashtags in Tweet in G3:
[33] exchangestrong
[9] exchangefits
[7] exchangeclub
[7] exchangefit
[5] ai
[3] iot
[2] givingtuesday
[1] bigdata
[1] utah
[1] valentinesday

Top Hashtags in Tweet in G4:
[49] exchangestrong
[20] exchangefits
[5] bigdata
[5] ai
[5] givingtuesday
[4] iot
[4] twitter
[4] growexchange
[4] xccolosprings
[3] digital

Top Hashtags in Tweet in G6:
[2] exchangestrong
[1] givingtuesday
[1] nmsfamilycenter
[1] oxfordmscap
[1] oxfordcap
[1] preventchildabuse
[1] msdistrictexchange
[1] exchangefits

Top Words
Top Words in Tweet in Entire Graph:
[123] Words in Sentiment List#1: Positive
[30] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[4727] Non-categorized Words
[4880] Total Words
[257] docassar
[193] exchangeclub
[188] chidambara09
[166] seekingseo4u
[165] nodexl

Top Words in Tweet in G1:
[77] docassar
[62] chidambara09
[57] nodexl
[52] seekingseo4u
[45] exchangeclub
[37] #exchangestrong
[27] uitsteln
[20] grattongirl
[19] xcmuskogee
[18] mjoehlerich

Top Words in Tweet in G2:
[58] docassar
[57] exchangeclub
[49] chidambara09
[48] seekingseo4u
[47] xcmuskogee
[44] uitsteln
[39] mjoehlerich
[37] #exchangestrong
[35] leadersadam
[34] xchanover

Top Words in Tweet in G3:
[60] docassar
[37] nodexl
[33] exchangeclub
[33] chidambara09
[33] #exchangestrong
[28] seekingseo4u
[25] uitsteln
[21] xcmuskogee
[18] mjoehlerich
[10] top

Top Words in Tweet in G4:
[54] docassar
[54] exchangeclub
[49] #exchangestrong
[41] nodexl
[36] chidambara09
[30] seekingseo4u
[25] uitsteln
[25] exchange
[20] #exchangefits
[16] xcmuskogee

Top Words in Tweet in G5:
[8] seekingseo4u
[8] chidambara09
[8] docassar
[6] mvollmer1
[4] uitsteln
[4] xcmuskogee
[4] exchangeclub
[4] mjoehlerich
[4] leadersadam
[4] exchangedurham

Top Words in Tweet in G6:
[2] #exchangestrong

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[96] xcmuskogee,exchangeclub
[82] exchangeclub,mjoehlerich
[80] nodexl,docassar
[69] #exchangestrong,nodexl
[68] docassar,uitsteln
[68] uitsteln,xcmuskogee
[52] exchangeclub,chidambara09
[44] mjoehlerich,leadersadam
[43] exchangedurham,xchanover
[38] docassar,nodexl

Top Word Pairs in Tweet in G1:
[21] nodexl,docassar
[19] xcmuskogee,exchangeclub
[17] docassar,nodexl
[17] exchangeclub,chidambara09
[17] docassar,uitsteln
[17] uitsteln,xcmuskogee
[16] #exchangestrong,nodexl
[15] exchangeclub,mjoehlerich
[13] chidambara09,docassar
[13] docassar,chidambara09

Top Word Pairs in Tweet in G2:
[40] xcmuskogee,exchangeclub
[36] exchangeclub,mjoehlerich
[27] mjoehlerich,leadersadam
[25] exchangedurham,xchanover
[23] leadersadam,seekingseo4u
[23] seekingseo4u,exchangedurham
[21] docassar,uitsteln
[21] uitsteln,xcmuskogee
[20] uitsteln,docassar
[20] chidambara09,uitsteln

Top Word Pairs in Tweet in G3:
[27] nodexl,docassar
[23] #exchangestrong,nodexl
[17] xcmuskogee,exchangeclub
[15] docassar,uitsteln
[15] uitsteln,xcmuskogee
[14] exchangeclub,mjoehlerich
[11] docassar,seekingseo4u
[10] top,hashtags
[10] docassar,nodexl
[10] seekingseo4u,topcybernews

Top Word Pairs in Tweet in G4:
[16] exchangeclub,chidambara09
[16] #exchangestrong,nodexl
[16] xcmuskogee,exchangeclub
[14] nodexl,docassar
[13] docassar,uitsteln
[13] uitsteln,xcmuskogee
[13] exchangeclub,mjoehlerich
[11] #exchangestrong,#exchangefits
[10] exchangeclub,nodexl
[10] nodexl,exchangeclub

Top Word Pairs in Tweet in G5:
[4] xcmuskogee,exchangeclub
[4] exchangeclub,mjoehlerich
[4] mjoehlerich,leadersadam
[3] seekingseo4u,mvollmer1
[3] mvollmer1,procurement2030
[3] procurement2030,mvollmer1
[3] mvollmer1,thank
[3] thank,great
[3] great,article
[3] article,adamsconsulting

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@docassar
@chidambara09
@exchangeclub
@seekingseo4u
@uitsteln
@xcmuskogee
@mjoehlerich
@leadersadam
@xchanover
@exchangedurham

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

Top Mentioned in G2:
@exchangeclub
@docassar
@chidambara09
@xcmuskogee
@seekingseo4u
@uitsteln
@mjoehlerich
@leadersadam
@xchanover
@exchangedurham

Top Mentioned in G3:
@docassar
@chidambara09
@exchangeclub
@seekingseo4u
@xcmuskogee
@uitsteln
@mjoehlerich
@topcybernews
@grattongirl
@likely75463987

Top Mentioned in G4:
@exchangeclub
@docassar
@chidambara09
@seekingseo4u
@uitsteln
@xcmuskogee
@likely75463987
@mjoehlerich
@donn_mendoza
@leadersadam

Top Mentioned in G5:
@seekingseo4u
@chidambara09
@docassar
@uitsteln
@xcmuskogee
@exchangeclub
@mjoehlerich
@leadersadam
@exchangedurham
@xchanover

Top Tweeters
Top Tweeters in Entire Graph:
@gamergeeknews
@chidambara09
@evankirstel
@clairebotai
@lorimoreno
@cybersec_feeds
@nicochan33
@akwyz
@andrewmorrisuk
@data_nerd

Top Tweeters in G1:
@evankirstel
@lorimoreno
@akwyz
@data_nerd
@ssxman2
@grattonboy
@grattongirl
@lesguer_lionel
@marketingm8
@haroldsinnott

Top Tweeters in G2:
@gamergeeknews
@cybersec_feeds
@andrewmorrisuk
@taieb_bot
@websecurityit
@llnuxbot
@cybersecurityn8
@ronald_vanloon
@gentoobot
@cephalopodluke2

Top Tweeters in G3:
@clairebotai
@mjoehlerich
@topcybernews
@procurementstar
@agronomy_
@enricomolinari
@disd_libraries
@adhdfoundation
@marcomunozut
@covingtonmayor

Top Tweeters in G4:
@chidambara09
@jonathanotcher1
@manifattura40
@brainroaring
@vivianfrancos
@mikequindazzi
@likely75463987
@katy7109
@bert_guss
@repkateklunk

Top Tweeters in G5:
@nicochan33
@adamsconsulting
@mvollmer1
@hubofml
@procurement2030
@supplychain2030
@theadamgabriel

Top Tweeters in G6:
@ruthenium53
@nmsfamilycenter


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