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exchangeclub_2021-05-02_12-49-22.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
May 03, 2021
Short Description:
exchangeclub via NodeXL https://bit.ly/3aUZajm
@exchangeclub
@chidambara09
@shgtus
@ingcolombo
@news_drewlarson
@docassar
@procurement2030
@supplychain2030
@procurementstar
@cowboyjoe24

Top hashtags:
#exchangestrong
#exchangecares
#nationalchildabusepreventionmonth

Description:
Description
The graph represents a network of 59 Twitter users whose tweets in the requested range contained "exchangeclub", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 02 May 2021 at 19:49 UTC.

The requested start date was Sunday, 02 May 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 87-day, 19-hour, 22-minute period from Monday, 01 February 2021 at 19:05 UTC to Friday, 30 April 2021 at 14:28 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 : 59
Unique Edges : 123
Edges With Duplicates : 602
Total Edges : 725
Number of Edge Types : 5
Mentions : 190
Replies to : 12
MentionsInRetweet : 374
Retweet : 87
Tweet : 62
Self-Loops : 65
Reciprocated Vertex Pair Ratio : 0.108490566037736
Reciprocated Edge Ratio : 0.195744680851064
Connected Components : 3
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 57
Maximum Edges in a Connected Component : 723
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.263304
Graph Density : 0.0686732904734074
Modularity : 0.130407
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 59 Twitter users whose tweets in the requested range contained "exchangeclub", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 02 May 2021 at 19:49 UTC.

The requested start date was Sunday, 02 May 2021 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 87-day, 19-hour, 22-minute period from Monday, 01 February 2021 at 19:05 UTC to Friday, 30 April 2021 at 14:28 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 : exchangeclub
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:
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253106
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251967
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=248729
[7] http://BuyExchange.org
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252615
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253176
[4] https://www.facebook.com/event_invite/3Cnj1EUWq/
[4] https://twitter.com/exchangeclub/status/1379801014044393472
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250987
[3] https://www.healingfield.org/event/childabusepreventionnec21/

Top URLs in Tweet in G1:
[7] http://BuyExchange.org
[4] https://www.facebook.com/event_invite/3Cnj1EUWq/
[3] http://buyexchange.org/
[3] https://www.nationalexchangeclub.org/donors/
[3] https://www.healingfield.org/event/childabusepreventionnec21/
[3] https://twitter.com/exchangeclub/status/1379801014044393472
[2] https://myemail.constantcontact.com/subject.html?soid=1102534231567&aid=Tw2qrWIK4vY
[1] https://www.youtube.com/watch?v=UY_W-hsJLik&feature=youtu.be&fbclid=IwAR0BHgCstkYJKU7eDOdq8s50rzsbLrvzt3-kTkHmWuu_587mjLyIhsdVvTs

[1] https://nationalexchangeclub-org.zoom.us/webinar/register/WN_Zz466-UpTmSq4t30ElBt_A
[1] https://www.bluetoad.com/publication/?i=693894&pre=1

Top URLs in Tweet in G2:
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253106
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=248729
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252615
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251967
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250987
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253176
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=244709
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250961
[1] https://twitter.com/IngColombo/status/1361224165018206208
[1] https://twitter.com/IngColombo/status/1382946460510130176

Top URLs in Tweet in G3:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253176
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=248729
[2] https://www.youtube.com/watch?v=Z4wWy2Kla0w&feature=youtu.be

[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250987
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250961
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251967
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253106
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252615
[1] https://www.rep-am.com/local/localnews/2021/04/05/believe-in-the-blue-wolcott-exchange-club-club-kicks-off-program-to-remember-victims-of-child-abuse/

Top URLs in Tweet in G4:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=251967
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253106
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=248729
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250961
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=250987
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=252615
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=253176

Top URLs in Tweet in G5:
[1] https://twitter.com/exchangeclub/status/1379801014044393472

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[74] exchangestrong
[27] exchangecares
[20] nationalchildabusepreventionmonth
[17] preventionofchildabuse
[13] ai
[11] exchangefits
[10] nationalproject
[10] bluemondays
[7] 110yearsofexchange
[5] bigdata



Top Hashtags in Tweet in G1:
[21] exchangestrong
[19] nationalchildabusepreventionmonth
[18] exchangecares
[17] preventionofchildabuse
[10] nationalproject
[9] bluemondays
[7] 110yearsofexchange
[4] xcmemphis
[4] presidentsday
[4] blackhistorymonth

Top Hashtags in Tweet in G2:
[29] exchangestrong
[4] ai
[4] exchangefits
[3] exchangecares
[2] teamywcachi
[2] nodexl
[1] exchangefitscommunities
[1] bluemondays
[1] seohashtag

Top Hashtags in Tweet in G3:
[10] exchangestrong
[5] bigdata
[4] twitter
[4] socialmedia
[3] ai
[3] iot
[3] iiot
[3] tus100
[2] tech
[2] data

Top Hashtags in Tweet in G4:
[14] exchangestrong
[6] exchangecares
[6] ai
[6] exchangefits
[3] teamywcachi
[1] exchangefitscommunities
[1] nationalchildabusepreventionmonth

Top Hashtags in Tweet in G5:
[1] thisishaverhill
[1] exchangeclub
[1] eammonsheart
[1] ehf
[1] capmonth

Top Words
Top Words in Tweet in Entire Graph:
[123] exchangeclub
[90] docassar
[74] #exchangestrong
[62] nodexl
[61] chidambara09
[56] ingcolombo
[45] procurement2030
[45] shopmyexchange
[43] llnuxbot
[36] club

Top Words in Tweet in G1:
[40] exchangeclub
[36] club
[34] exchange
[21] #exchangestrong
[19] #nationalchildabusepreventionmonth
[18] members
[18] #exchangecares
[17] #preventionofchildabuse
[16] exchange's
[14] today

Top Words in Tweet in G2:
[47] docassar
[38] exchangeclub
[33] chidambara09
[29] #exchangestrong
[27] nodexl
[25] ingcolombo
[19] procurement2030
[17] shopmyexchange
[16] llnuxbot
[9] 3gramsfoo

Top Words in Tweet in G3:
[26] exchangeclub
[26] nodexl
[24] docassar
[16] ingcolombo
[12] shopmyexchange
[12] llnuxbot
[11] chidambara09
[11] procurement2030
[10] #exchangestrong
[9] mourn

Top Words in Tweet in G4:
[19] exchangeclub
[19] docassar
[17] chidambara09
[16] shopmyexchange
[15] ingcolombo
[15] procurement2030
[15] llnuxbot
[14] #exchangestrong
[13] morolswediu
[11] 3gramsfoodgroup

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[40] #exchangestrong,nodexl
[31] chidambara09,docassar
[29] exchangeclub,llnuxbot
[26] docassar,#exchangestrong
[25] nodexl,exchangeclub
[22] exchange,club
[20] docassar,exchangeclub
[20] shopmyexchange,exchangeclub
[19] exchangeclub,ingcolombo
[19] procurement2030,ingcolombo

Top Word Pairs in Tweet in G1:
[22] exchange,club
[9] club,members
[9] child,abuse
[7] still,time
[6] excel,club
[6] exchange's,110th
[6] 110,years
[6] 110,hour
[6] hour,'day
[6] 'day,giving'

Top Word Pairs in Tweet in G2:
[23] #exchangestrong,nodexl
[19] docassar,#exchangestrong
[15] nodexl,exchangeclub
[14] chidambara09,docassar
[13] exchangeclub,ingcolombo
[12] exchangeclub,llnuxbot
[8] docassar,exchangeclub
[8] shopmyexchange,exchangeclub
[8] ingcolombo,xcmuskogee
[8] xcmuskogee,chidambara09

Top Word Pairs in Tweet in G3:
[10] #exchangestrong,nodexl
[9] docassar,exchangeclub
[7] mr,nasir
[7] nasir,assar
[7] assar,sir
[7] sir,nodexl
[7] exchangeclub,llnuxbot
[6] nodexl,exchangeclub
[5] docassar,#exchangestrong
[5] shopmyexchange,exchangeclub

Top Word Pairs in Tweet in G4:
[13] chidambara09,docassar
[10] exchangeclub,llnuxbot
[10] procurement2030,ingcolombo
[9] 3gramsfoodgroup,procurement2030
[8] docassar,shopmyexchange
[7] #exchangestrong,nodexl
[7] top,hashtags
[7] hashtags,#exchangestrong
[7] shopmyexchange,exchangeclub
[7] llnuxbot,3gramsfoodgroup

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@exchangeclub
@docassar
@chidambara09
@ingcolombo
@procurement2030
@shopmyexchange
@llnuxbot
@morolswediu
@3gramsfoodgroup
@coder_487

Top Mentioned in G1:
@exchangeclub
@1stfieldofhonor
@familycompass
@exostrologist
@peabodymemphis
@natgeo
@checkiday

Top Mentioned in G2:
@exchangeclub
@chidambara09
@docassar
@ingcolombo
@procurement2030
@shopmyexchange
@llnuxbot
@xcmuskogee
@morolswediu

Top Mentioned in G3:
@exchangeclub
@ingcolombo
@docassar
@shopmyexchange
@llnuxbot
@chidambara09
@procurement2030
@morolswediu
@news_drewlarson
@shgtus

Top Mentioned in G4:
@exchangeclub
@chidambara09
@docassar
@shopmyexchange
@ingcolombo
@procurement2030
@llnuxbot
@morolswediu
@3gramsfoodgroup
@coder_487

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@cybersecurityn8
@llnuxbot
@trendsinai
@friday_js_bot
@discovertech3
@coder_487
@morolswediu
@lkafle
@godfrey_g_

Top Tweeters in G1:
@kc5fm
@natgeo
@checkiday
@btownblog
@cowboyjoe24
@peabodymemphis
@exostrologist
@okgunner2002
@gavinmcilvenna
@exchangeclub

Top Tweeters in G2:
@lkafle
@godfrey_g_
@procurementstar
@procurement2030
@supplychain2030
@david_e_powell
@ingcolombo
@supply
@shopmyexchange
@hashtagmarketi7

Top Tweeters in G3:
@chidambara09
@michaelbathurst
@cooljustice
@amhistorymuseum
@mpweirdopodcast
@ra_paulhughes
@procurement
@pattonbattalion
@nodexl
@shgtus

Top Tweeters in G4:
@cybersecurityn8
@llnuxbot
@trendsinai
@friday_js_bot
@discovertech3
@coder_487
@morolswediu
@algocentric
@botpandoh
@docassar

Top Tweeters in G5:
@parentpromise
@hdsheehan1


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