#exchangestrong, Twitter, 9/12/2021 6:55:14 PM, 261813


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#exchangestrong_2021-09-12_06-27-22.xlsx
#exchangestrong_2021-09-12_06-27-22.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 12, 2021
Short Description:
#exchangestrong via NodeXL https://bit.ly/3tIuXMM
@chidambara09
@docassar
@michaelbathurst
@exchangeclub
@ingcolombo
@procurement2030
@procurementstar
@supplychain2030
@mpweirdopodcast
@mjoehlerich

Top hashtags:
#exchangestrong
#exchangecares
#xcmemphis

Description:
Description
The graph represents a network of 32 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, 12 September 2021 at 13:27 UTC.

The requested start date was Sunday, 12 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 72-day, 2-hour, 49-minute period from Thursday, 01 July 2021 at 14:53 UTC to Saturday, 11 September 2021 at 17:42 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 : 32
Unique Edges : 79
Edges With Duplicates : 491
Total Edges : 570
Number of Edge Types : 5
MentionsInRetweet : 306
Retweet : 54
Mentions : 191
Replies to : 7
Tweet : 12
Self-Loops : 12
Reciprocated Vertex Pair Ratio : 0.156462585034014
Reciprocated Edge Ratio : 0.270588235294118
Connected Components : 2
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 31
Maximum Edges in a Connected Component : 570
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.691988
Graph Density : 0.171370967741935
Modularity : 0.076666
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 32 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, 12 September 2021 at 13:27 UTC.

The requested start date was Sunday, 12 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 72-day, 2-hour, 49-minute period from Thursday, 01 July 2021 at 14:53 UTC to Saturday, 11 September 2021 at 17:42 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
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261194
[3] https://twitter.com/IngColombo/status/1422999754318008320
[3] https://www.youtube.com/watch?v=vPjZN2SxHPs

[2] https://twitter.com/IngColombo/status/1423922990576775171
[2] https://go.exchangefundraising.org/2021convention/
[2] http://BuyExchange.org

Top URLs in Tweet in G1:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260163
[2] https://www.youtube.com/watch?v=vPjZN2SxHPs

[2] http://BuyExchange.org
[2] https://go.exchangefundraising.org/2021convention/
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259790
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260202
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=258280
[1] https://myemail.constantcontact.com/subject.html?soid=1102534231567&aid=H2oETwxZgrM
[1] https://www.google.com/sorry/index?continue=https://www.youtube.com/watch%3Fv%3D3ce1vxBYno0&q=EgS4SO-bGLeo-4YGIhB7PHPBp_aPHe2hBOehmvkRMgFy
[1] http://buyexchange.org/

Top URLs in Tweet in G2:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259790
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=258280
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260163
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260202
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261194
[1] https://twitter.com/IngColombo/status/1422999754318008320
[1] https://www.youtube.com/watch?v=vPjZN2SxHPs


Top URLs in Tweet in G3:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259790
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260163
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260202
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=258280
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261194

Top URLs in Tweet in G4:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260202
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260163
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261194
[2] https://twitter.com/IngColombo/status/1423922990576775171
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259790
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=258280
[1] https://twitter.com/IngColombo/status/1432666840988274696
[1] https://twitter.com/IngColombo/status/1423925439492501504
[1] https://twitter.com/IngColombo/status/1422999754318008320
[1] https://twitter.com/IngColombo/status/1432925984219598851

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[80] exchangestrong
[15] exchangecares
[5] xcmemphis
[5] exchangestronger
[4] americanism
[3] bigdata
[3] twitter
[3] socialmedia
[3] rediscover
[3] reengage



Top Hashtags in Tweet in G1:
[21] exchangestrong
[5] exchangestronger
[3] xcmemphis
[2] rediscover
[2] reengage
[2] exchangeeducation
[2] wearexchange
[1] beinformed
[1] greatinfohere
[1] thankyou

Top Hashtags in Tweet in G2:
[20] exchangestrong
[3] bigdata
[3] twitter
[3] socialmedia
[1] linux
[1] flutter
[1] womenintech
[1] womenwhocode
[1] 100daysofcode
[1] exchangeclub

Top Hashtags in Tweet in G3:
[19] exchangestrong
[9] exchangecares
[4] americanism
[2] xcmemphis
[2] nationalchildabusepreventionmonth

Top Hashtags in Tweet in G4:
[20] exchangestrong
[6] exchangecares
[1] italia
[1] belgiangp

Top Words
Top Words in Tweet in Entire Graph:
[85] docassar
[80] #exchangestrong
[73] exchangeclub
[72] ingcolombo
[64] chidambara09
[60] supplychain2030
[60] nodexl
[44] michaelbathurst
[28] procurement2030
[28] procurementstar

Top Words in Tweet in G1:
[21] #exchangestrong
[20] docassar
[19] exchangeclub
[18] ingcolombo
[17] chidambara09
[14] supplychain2030
[12] michaelbathurst
[10] nodexl
[8] national
[6] procurement2030

Top Words in Tweet in G2:
[28] docassar
[25] nodexl
[22] ingcolombo
[20] #exchangestrong
[20] exchangeclub
[16] supplychain2030
[15] chidambara09
[13] michaelbathurst
[9] xcmuskogee
[6] procurementstar

Top Words in Tweet in G3:
[19] #exchangestrong
[14] docassar
[14] exchangeclub
[13] ingcolombo
[13] chidambara09
[13] supplychain2030
[12] nodexl
[10] michaelbathurst
[10] procurement2030
[10] procurementstar

Top Words in Tweet in G4:
[23] docassar
[20] #exchangestrong
[20] exchangeclub
[19] ingcolombo
[19] chidambara09
[17] supplychain2030
[13] nodexl
[9] michaelbathurst
[6] procurementstar
[6] procurement2030

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[43] #exchangestrong,nodexl
[30] chidambara09,supplychain2030
[30] exchangeclub,ingcolombo
[23] supplychain2030,michaelbathurst
[22] ingcolombo,supplychain2030
[22] docassar,#exchangestrong
[22] nodexl,docassar
[19] ingcolombo,chidambara09
[18] docassar,xcmuskogee
[16] nodexl,ingcolombo

Top Word Pairs in Tweet in G1:
[9] supplychain2030,michaelbathurst
[8] ingcolombo,supplychain2030
[8] #exchangestrong,nodexl
[7] chidambara09,docassar
[6] docassar,ingcolombo
[6] procurement2030,exchangeclub
[6] docassar,#exchangestrong
[6] chidambara09,supplychain2030
[5] michaelbathurst,procurement2030
[5] exchangeclub,procurementstar

Top Word Pairs in Tweet in G2:
[17] #exchangestrong,nodexl
[9] exchangeclub,ingcolombo
[8] docassar,#exchangestrong
[8] nodexl,docassar
[8] ingcolombo,supplychain2030
[7] docassar,xcmuskogee
[6] chidambara09,supplychain2030
[6] ingcolombo,exchangeclub
[4] nodexl,ingcolombo
[4] ingcolombo,chidambara09

Top Word Pairs in Tweet in G3:
[10] #exchangestrong,nodexl
[9] top,hashtags
[9] hashtags,#exchangestrong
[9] #exchangestrong,#exchangecares
[6] chidambara09,supplychain2030
[6] exchangeclub,ingcolombo
[6] nodexl,docassar
[5] michaelbathurst,procurement2030
[5] supplychain2030,michaelbathurst
[4] nodexl,ingcolombo

Top Word Pairs in Tweet in G4:
[12] chidambara09,supplychain2030
[10] exchangeclub,ingcolombo
[8] #exchangestrong,nodexl
[7] ingcolombo,chidambara09
[6] procurementstar,procurement2030
[6] #exchangestrong,#exchangecares
[6] docassar,#exchangestrong
[5] supplychain2030,michaelbathurst
[5] docassar,exchangeclub
[5] exchangeclub,nodexl

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

Top Mentioned in G1:
@chidambara09
@docassar
@ingcolombo
@exchangeclub
@supplychain2030
@michaelbathurst
@procurement2030
@procurementstar
@mpweirdopodcast
@procurementst

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

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

Top Mentioned in G4:
@ingcolombo
@chidambara09
@docassar
@supplychain2030
@exchangeclub
@michaelbathurst
@procurementstar
@procurement2030
@mpweirdopodcast
@john_p_price

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@llnuxbot
@godfrey_g_
@mjoehlerich
@fluttbot
@michaelbathurst
@digitalmehmet
@mpweirdopodcast
@bot_flutter
@procurementstar

Top Tweeters in G1:
@fluttbot
@mpweirdopodcast
@bot_flutter
@procurement2030
@team_backend
@xeronbot
@exchangeclub
@exchangeclublh
@procurementst

Top Tweeters in G2:
@chidambara09
@procurementstar
@proc
@indems
@indgop
@nodexl
@pro
@xcmuskogee

Top Tweeters in G3:
@llnuxbot
@godfrey_g_
@michaelbathurst
@digitalmehmet
@procurement
@elizmarkowitz
@docassar
@godf

Top Tweeters in G4:
@mjoehlerich
@supplychain2030
@ingcolombo
@micha
@hashtagmarketi7
@john_p_price

Top Tweeters in G5:
@proa