exchangeclub, Twitter, 3/22/2021 9:43:16 AM, 250987


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exchangeclub_2021-03-21_12-39-22.xlsx
exchangeclub_2021-03-21_12-39-22.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 22, 2021
Short Description:
exchangeclub via NodeXL https://bit.ly/3lF72tj
@exchangeclub
@docassar
@shgtus
@chidambara09
@ingcolombo
@cowboyjoe24
@procurement2030
@supplychain2030
@shopmyexchange
@morolswediu

Top hashtags:
#exchangestrong
#ai
#exchangefits
#exchangecares

Description:
Description
The graph represents a network of 51 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, 21 March 2021 at 19:39 UTC.

The requested start date was Sunday, 21 March 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 76-day, 15-hour, 27-minute period from Friday, 01 January 2021 at 05:15 UTC to Thursday, 18 March 2021 at 20:42 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 : 51
Unique Edges : 144
Edges With Duplicates : 768
Total Edges : 912
Number of Edge Types : 5
Retweet : 104
MentionsInRetweet : 560
Mentions : 189
Replies to : 11
Tweet : 48
Self-Loops : 53
Reciprocated Vertex Pair Ratio : 0.151394422310757
Reciprocated Edge Ratio : 0.262975778546713
Connected Components : 2
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 50
Maximum Edges in a Connected Component : 911
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.007197
Graph Density : 0.113333333333333
Modularity : 0.128867
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 51 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, 21 March 2021 at 19:39 UTC.

The requested start date was Sunday, 21 March 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 76-day, 15-hour, 27-minute period from Friday, 01 January 2021 at 05:15 UTC to Thursday, 18 March 2021 at 20:42 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:
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=244709
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=248729
[6] http://BuyExchange.org
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=245855
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=244985
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=244902
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=246398
[3] http://buyexchange.org/
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=244833
[2] https://myemail.constantcontact.com/subject.html?soid=1102534231567&aid=Tw2qrWIK4vY

Top URLs in Tweet in G1:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=244709
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=248729
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=246398
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=244985
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=245855
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=244854
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=244729
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=244833
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=244902
[1] https://twitter.com/IngColombo/status/1361224165018206208

Top URLs in Tweet in G2:
[6] http://BuyExchange.org
[3] http://buyexchange.org/
[2] https://myemail.constantcontact.com/subject.html?soid=1102534231567&aid=Tw2qrWIK4vY
[2] https://www.facebook.com/groups/exchangeclubofnaperville
[2] https://www.youtube.com/watch?v=Z4wWy2Kla0w&feature=youtu.be

[1] https://www.nationalgeographic.org/article/real-world-geography-barrington-irving/?utm_campaign=ngp-black-history-month&fbclid=IwAR1GaPUSTM9iSKqPaCOxnIxxdtq4WgkM57h30ifsnEh9s1OGfy5YVapqj_s
[1] https://members.nationalexchangeclub.org/content/new-billboards
[1] https://www.goodhousekeeping.com/home/decorating-ideas/g34933184/pinterest-2021-trends/
[1] https://www.youtube.com/watch?v=xE6N7DsAxxo&feature=youtu.be

[1] https://www.facebook.com/groups/2912379022131978

Top URLs in Tweet in G3:
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=244709
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=244902
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=248729
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=245855
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=244985
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=244833
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=246398

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[73] exchangestrong
[16] ai
[14] exchangefits
[13] exchangecares
[10] exchangefitscommunities
[7] teamywcachi
[4] blackhistorymonth
[4] nationalchildabusepreventionmonth
[4] presidentsday
[4] bigdata



Top Hashtags in Tweet in G1:
[30] exchangestrong
[12] ai
[12] exchangefits
[6] teamywcachi
[6] exchangecares
[6] exchangefitscommunities

Top Hashtags in Tweet in G2:
[13] exchangestrong
[6] exchangecares
[4] blackhistorymonth
[4] nationalchildabusepreventionmonth
[4] exchangefitscommunities
[4] growexchange
[4] presidentsday
[3] welikethis
[3] creatingopportunities
[3] preventionofchildabuse

Top Hashtags in Tweet in G3:
[30] exchangestrong
[4] nodexl
[4] bigdata
[4] ai
[4] iot
[4] tech
[4] data
[4] iiot
[4] usa
[4] linux

Top Hashtags in Tweet in G4:
[1] roundlake
[1] illinois
[1] round
[1] lake
[1] exchangeclub
[1] il
[1] lakevilla
[1] helpingout
[1] thursdaythoughts
[1] thursdaymood

Top Words
Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[49] procurement2030,ingcolombo
[48] docassar,procurement2030
[43] ingcolombo,exchangeclub
[42] #exchangestrong,nodexl
[36] nodexl,docassar
[35] chidambara09,docassar
[31] docassar,shopmyexchange
[30] procurement2030,chidambara09
[29] 3gramsfoodgroup,procurement2030
[28] exchangeclub,reutsmichael1

Top Word Pairs in Tweet in G1:
[26] procurement2030,ingcolombo
[20] chidambara09,docassar
[18] #exchangestrong,nodexl
[17] docassar,shopmyexchange
[17] 3gramsfoodgroup,procurement2030
[16] docassar,procurement2030
[15] nodexl,docassar
[15] ingcolombo,exchangeclub
[13] exchangeclub,reutsmichael1
[13] reutsmichael1,lkafle

Top Word Pairs in Tweet in G2:
[15] exchange,club
[8] excel,club
[6] national,headquarters
[6] today,honor
[5] month,long
[4] exchange's,national
[4] headquarters,closed
[4] closed,today
[4] still,time
[4] exchange's,110th

Top Word Pairs in Tweet in G3:
[32] docassar,procurement2030
[28] ingcolombo,exchangeclub
[24] #exchangestrong,nodexl
[23] procurement2030,ingcolombo
[21] nodexl,docassar
[20] procurement2030,chidambara09
[19] docassar,#exchangestrong
[16] chidambara09,ingcolombo
[15] exchangeclub,reutsmichael1
[15] reutsmichael1,lkafle

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

Top Mentioned in G1:
@exchangeclub
@chidambara09
@docassar
@procurement2030
@ingcolombo
@shopmyexchange
@llnuxbot
@morolswediu
@coder_487
@3gramsfoodgroup

Top Mentioned in G2:
@exchangeclub
@natgeo
@shgtus
@floydcountyga
@amhistorymuseum
@exostrologist

Top Mentioned in G3:
@exchangeclub
@docassar
@chidambara09
@procurement2030
@ingcolombo
@shopmyexchange
@llnuxbot
@reutsmichael1
@lkafle
@supplychain2030

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@cybersecurityn8
@llnuxbot
@dataaugmented
@friday_js_bot
@fabriciosx
@lkafle
@discovertech3
@coder_487
@morolswediu

Top Tweeters in G1:
@cybersecurityn8
@llnuxbot
@dataaugmented
@discovertech3
@coder_487
@morolswediu
@linuxdreams
@godfrey_g_
@vvagias
@hernangraffe

Top Tweeters in G2:
@amhistorymuseum
@natgeo
@btownblog
@cowboyjoe24
@okgunner2002
@pattonbattalion
@exostrologist
@gavinmcilvenna
@shgtus
@exchangeclub

Top Tweeters in G3:
@chidambara09
@friday_js_bot
@fabriciosx
@lkafle
@thomashilbig2
@pyscalellc
@vivianfrancos
@procurement2030
@supplychain2030
@david_e_powell

Top Tweeters in G4:
@joeprindle1


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