#exchangestrong, Twitter, 9/5/2021 3:10:34 PM, 261194


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#exchangestrong_2021-09-05_06-27-21.xlsx
#exchangestrong_2021-09-05_06-27-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 05, 2021
Short Description:
#exchangestrong via NodeXL https://bit.ly/3h2IE3K
@ingcolombo
@chidambara09
@supplychain2030
@docassar
@michaelbathurst
@procurement2030
@exchangeclub
@procurementstar
@mpweirdopodcast
@mjoehlerich

Top hashtags:
#exchangestrong
#exchangecares

Description:
Description
The graph represents a network of 33 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 September 2021 at 13:27 UTC.

The requested start date was Sunday, 05 September 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 93-day, 15-hour, 32-minute period from Tuesday, 01 June 2021 at 14:10 UTC to Friday, 03 September 2021 at 05:42 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 : 33
Unique Edges : 64
Edges With Duplicates : 642
Total Edges : 706
Number of Edge Types : 5
Mentions : 256
MentionsInRetweet : 356
Retweet : 65
Replies to : 8
Tweet : 21
Self-Loops : 21
Reciprocated Vertex Pair Ratio : 0.170542635658915
Reciprocated Edge Ratio : 0.291390728476821
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 33
Maximum Edges in a Connected Component : 706
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.821855
Graph Density : 0.142992424242424
Modularity : 0.084532
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 33 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 September 2021 at 13:27 UTC.

The requested start date was Sunday, 05 September 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 93-day, 15-hour, 32-minute period from Tuesday, 01 June 2021 at 14:10 UTC to Friday, 03 September 2021 at 05:42 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 : #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:
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259790
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260163
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260202
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=258280
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=256831
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=257299
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255878
[4] https://twitter.com/IngColombo/status/1400704191669153793
[4] http://BuyExchange.org
[3] https://twitter.com/IngColombo/status/1422999754318008320

Top URLs in Tweet in G1:
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259790
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=258280
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260202
[4] https://twitter.com/IngColombo/status/1400704191669153793
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260163
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=257299
[3] https://twitter.com/IngColombo/status/1422999754318008320
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255878
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=256831
[2] https://twitter.com/IngColombo/status/1423922990576775171

Top URLs in Tweet in G2:
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260202
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260163
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=256831
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259790
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=258280
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=257299
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=255878

Top URLs in Tweet in G3:
[4] http://BuyExchange.org
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259790
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260163
[2] https://go.exchangefundraising.org/2021convention/
[2] https://www.youtube.com/watch?v=vPjZN2SxHPs

[1] https://myemail.constantcontact.com/subject.html?soid=1102534231567&aid=BGmL0JYXvhc
[1] https://members.nationalexchangeclub.org/content/awards
[1] https://events.eply.com/Exchanges103rdNationalConvention3362601/signin
[1] https://docs.google.com/forms/d/e/1FAIpQLSceDaQ3xTwiS89EjVSee4Od7Q4z9r-iPAKLx6o1Umo4DGP3bg/viewform
[1] https://myemail.constantcontact.com/subject.html?soid=1102534231567&aid=H2oETwxZgrM

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[111] exchangestrong
[23] exchangecares
[5] nationalchildabusepreventionmonth
[5] exchangestronger
[4] bigdata
[4] twitter
[4] socialmedia
[4] americanism
[4] xcmemphis
[4] togetheragain



Top Hashtags in Tweet in G1:
[48] exchangestrong
[10] exchangecares
[2] nationalchildabusepreventionmonth
[1] italia
[1] belgiangp
[1] rediscover
[1] reengage

Top Hashtags in Tweet in G2:
[33] exchangestrong
[9] exchangecares
[4] bigdata
[4] twitter
[4] socialmedia
[3] americanism
[2] xcmemphis
[2] nationalchildabusepreventionmonth
[1] linkedin

Top Hashtags in Tweet in G3:
[30] exchangestrong
[5] exchangestronger
[4] exchangecares
[4] togetheragain
[2] xcmemphis
[2] exchangechildrensday
[2] dontmissthisdeal
[2] promoteexchange
[2] rediscover
[2] reengage

Top Words
Top Words in Tweet in Entire Graph:
[111] #exchangestrong
[109] docassar
[96] exchangeclub
[91] ingcolombo
[79] chidambara09
[73] nodexl
[58] supplychain2030
[46] xcmuskogee
[34] procurement2030
[32] michaelbathurst

Top Words in Tweet in G1:
[62] docassar
[51] ingcolombo
[48] #exchangestrong
[48] exchangeclub
[46] chidambara09
[29] nodexl
[26] xcmuskogee
[24] supplychain2030
[14] procurement2030
[13] procurement

Top Words in Tweet in G2:
[36] docassar
[36] nodexl
[34] exchangeclub
[33] #exchangestrong
[30] ingcolombo
[24] supplychain2030
[23] chidambara09
[17] xcmuskogee
[16] procurement2030
[16] procurementstar

Top Words in Tweet in G3:
[30] #exchangestrong
[14] exchangeclub
[11] convention
[11] exchange
[11] docassar
[10] chidambara09
[10] ingcolombo
[10] supplychain2030
[8] national
[8] june

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[55] #exchangestrong,nodexl
[42] docassar,xcmuskogee
[38] exchangeclub,ingcolombo
[35] nodexl,docassar
[31] ingcolombo,exchangeclub
[31] docassar,#exchangestrong
[24] xcmuskogee,chidambara09
[24] chidambara09,ingcolombo
[24] chidambara09,supplychain2030
[23] #exchangestrong,#exchangecares

Top Word Pairs in Tweet in G1:
[26] docassar,xcmuskogee
[25] #exchangestrong,nodexl
[21] exchangeclub,ingcolombo
[19] docassar,#exchangestrong
[19] nodexl,docassar
[17] ingcolombo,exchangeclub
[14] xcmuskogee,chidambara09
[14] chidambara09,ingcolombo
[12] chidambara09,docassar
[12] xcmuskogee,exchangeclub

Top Word Pairs in Tweet in G2:
[23] #exchangestrong,nodexl
[14] docassar,xcmuskogee
[13] exchangeclub,ingcolombo
[12] nodexl,docassar
[12] ingcolombo,exchangeclub
[10] chidambara09,supplychain2030
[9] xcmuskogee,chidambara09
[9] chidambara09,ingcolombo
[9] top,hashtags
[9] hashtags,#exchangestrong

Top Word Pairs in Tweet in G3:
[7] #exchangestrong,nodexl
[4] 2021,national
[4] national,convention
[4] #exchangestrong,#exchangecares
[4] #exchangestrong,#exchangestronger
[4] nodexl,docassar
[4] exchangeclub,ingcolombo
[4] ingcolombo,supplychain2030
[4] docassar,#exchangestrong
[4] chidambara09,supplychain2030

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@ingcolombo
@exchangeclub
@docassar
@chidambara09
@supplychain2030
@xcmuskogee
@procurement2030
@procurementstar
@michaelbathurst
@procurement

Top Mentioned in G1:
@chidambara09
@docassar
@ingcolombo
@exchangeclub
@xcmuskogee
@supplychain2030
@procurement2030
@procurement
@michaelbathurst
@procurementstar

Top Mentioned in G2:
@ingcolombo
@exchangeclub
@docassar
@supplychain2030
@chidambara09
@xcmuskogee
@procurement2030
@procurementstar
@michaelbathurst
@godfrey_g_

Top Mentioned in G3:
@exchangeclub
@docassar
@chidambara09
@ingcolombo
@supplychain2030
@michaelbathurst
@procurement2030
@procurementstar
@xcmuskogee
@procurementst

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@llnuxbot
@godfrey_g_
@mjoehlerich
@michaelbathurst
@digitalmehmet
@mpweirdopodcast
@procurementstar
@procurement2030
@supplychain2030

Top Tweeters in G1:
@procurementstar
@procurement2030
@supplychain2030
@ingcolombo
@proc
@indems
@indgop
@procurement
@cowboyjoe24
@supply

Top Tweeters in G2:
@chidambara09
@llnuxbot
@godfrey_g_
@mjoehlerich
@micha
@nodexl
@shopmyexchange
@hashtagmarketi7
@elizmarkowitz
@docassar

Top Tweeters in G3:
@michaelbathurst
@digitalmehmet
@mpweirdopodcast
@exchangeclub
@exchangeclublh
@procurementst
@godf