#exchangestrong, Twitter, 9/26/2021 4:53:52 PM, 262916


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#exchangestrong_2021-09-26_06-27-21.xlsx
#exchangestrong_2021-09-26_06-27-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 26, 2021
Short Description:
#exchangestrong via NodeXL https://bit.ly/2Y3tMMr
@chidambara09
@docassar
@michaelbathurst
@supplychain2030
@exchangeclub
@procurement2030
@procurementstar
@ingcolombo
@mpweirdopodcast
@mjoehlerich

Top hashtags:
#exchangestrong
#exchangecares
#xcmemphis

Description:
Description
The graph represents a network of 44 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, 26 September 2021 at 13:27 UTC.

The requested start date was Sunday, 26 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 80-day, 22-hour, 44-minute period from Thursday, 01 July 2021 at 14:53 UTC to Monday, 20 September 2021 at 13:38 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 : 44
Unique Edges : 124
Edges With Duplicates : 896
Total Edges : 1020
Number of Edge Types : 5
MentionsInRetweet : 662
Retweet : 101
Mentions : 236
Replies to : 8
Tweet : 13
Self-Loops : 16
Reciprocated Vertex Pair Ratio : 0.115079365079365
Reciprocated Edge Ratio : 0.206405693950178
Connected Components : 2
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 43
Maximum Edges in a Connected Component : 1020
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.719849
Graph Density : 0.148520084566596
Modularity : 0.067542
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 44 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, 26 September 2021 at 13:27 UTC.

The requested start date was Sunday, 26 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 80-day, 22-hour, 44-minute period from Thursday, 01 July 2021 at 14:53 UTC to Monday, 20 September 2021 at 13:38 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:
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261813
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259790
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260202
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260163
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=258280
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261194
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262420
[3] https://twitter.com/IngColombo/status/1422999754318008320
[3] https://www.youtube.com/watch?v=vPjZN2SxHPs

[2] https://twitter.com/IngColombo/status/1423922990576775171

Top URLs in Tweet in G1:
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261813
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259790
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260163
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260202
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=258280
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262420
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261194

Top URLs in Tweet in G2:
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261813
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260202
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260163
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261194
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262420
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259790
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=258280
[2] https://twitter.com/IngColombo/status/1423922990576775171
[1] https://twitter.com/IngColombo/status/1423925439492501504
[1] https://twitter.com/IngColombo/status/1432925984219598851

Top URLs in Tweet in G3:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259790
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=258280
[2] https://twitter.com/IngColombo/status/1422999754318008320
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261813
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261194
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260163
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260202
[1] https://www.youtube.com/watch?v=vPjZN2SxHPs


Top URLs in Tweet in G4:
[2] https://www.youtube.com/watch?v=vPjZN2SxHPs

[2] http://BuyExchange.org
[2] https://go.exchangefundraising.org/2021convention/
[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/
[1] https://members.nationalexchangeclub.org/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259790

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



Top Hashtags in Tweet in G1:
[45] exchangestrong
[13] exchangecares
[6] xcmemphis
[4] bigdata
[4] twitter
[4] americanism
[3] socialmedia
[2] linux
[2] flutter
[2] womenintech

Top Hashtags in Tweet in G2:
[34] exchangestrong
[6] exchangecares
[1] italia
[1] belgiangp

Top Hashtags in Tweet in G3:
[14] exchangestrong
[1] rediscover
[1] reengage

Top Hashtags in Tweet in G4:
[14] exchangestrong
[5] exchangestronger
[4] xcmemphis
[2] rediscover
[2] reengage
[2] exchangeeducation
[2] wearexchange
[1] beinformed
[1] greatinfohere
[1] thankyou

Top Words
Top Words in Tweet in Entire Graph:
[152] docassar
[124] exchangeclub
[120] ingcolombo
[115] chidambara09
[107] #exchangestrong
[100] supplychain2030
[99] michaelbathurst
[83] nodexl
[63] procurement2030
[63] procurementstar

Top Words in Tweet in G1:
[56] docassar
[46] exchangeclub
[45] #exchangestrong
[45] ingcolombo
[42] nodexl
[40] supplychain2030
[39] chidambara09
[39] michaelbathurst
[30] procurement2030
[30] procurementstar

Top Words in Tweet in G2:
[62] docassar
[48] chidambara09
[46] exchangeclub
[45] ingcolombo
[39] michaelbathurst
[39] supplychain2030
[34] #exchangestrong
[28] nodexl
[20] procurement2030
[20] procurementstar

Top Words in Tweet in G3:
[26] docassar
[22] ingcolombo
[20] chidambara09
[20] exchangeclub
[14] #exchangestrong
[13] michaelbathurst
[13] supplychain2030
[12] nodexl
[6] procurement2030
[6] procurementstar

Top Words in Tweet in G4:
[14] #exchangestrong
[12] exchangeclub
[9] national
[8] chidambara09
[8] docassar
[8] michaelbathurst
[8] ingcolombo
[8] supplychain2030
[7] procurement2030
[7] procurementstar

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[72] exchangeclub,ingcolombo
[65] #exchangestrong,nodexl
[61] chidambara09,docassar
[54] docassar,michaelbathurst
[47] michaelbathurst,exchangeclub
[36] docassar,#exchangestrong
[36] procurement2030,procurementstar
[35] procurementstar,supplychain2030
[31] chidambara09,supplychain2030
[30] ingcolombo,procurement2030

Top Word Pairs in Tweet in G1:
[31] #exchangestrong,nodexl
[27] exchangeclub,ingcolombo
[20] docassar,michaelbathurst
[18] chidambara09,docassar
[18] michaelbathurst,exchangeclub
[18] procurement2030,procurementstar
[17] procurementstar,supplychain2030
[13] top,hashtags
[13] hashtags,#exchangestrong
[13] #exchangestrong,#exchangecares

Top Word Pairs in Tweet in G2:
[27] chidambara09,docassar
[27] exchangeclub,ingcolombo
[23] docassar,michaelbathurst
[22] #exchangestrong,nodexl
[19] michaelbathurst,exchangeclub
[18] docassar,#exchangestrong
[17] chidambara09,supplychain2030
[12] supplychain2030,michaelbathurst
[11] ingcolombo,chidambara09
[10] nodexl,chidambara09

Top Word Pairs in Tweet in G3:
[12] exchangeclub,ingcolombo
[11] #exchangestrong,nodexl
[9] chidambara09,docassar
[8] nodexl,docassar
[7] docassar,#exchangestrong
[6] docassar,michaelbathurst
[6] ingcolombo,supplychain2030
[6] docassar,xcmuskogee
[5] michaelbathurst,exchangeclub
[4] michaelbathurst,#exchangestrong

Top Word Pairs in Tweet in G4:
[7] chidambara09,docassar
[6] exchangeclub,ingcolombo
[5] docassar,michaelbathurst
[5] michaelbathurst,exchangeclub
[5] ingcolombo,procurement2030
[5] procurement2030,procurementstar
[5] procurementstar,supplychain2030
[5] supplychain2030,mpweirdopodcast
[4] #exchangestrong,#exchangestronger
[3] 2021,national

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

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

Top Mentioned in G2:
@docassar
@chidambara09
@ingcolombo
@exchangeclub
@supplychain2030
@michaelbathurst
@procurement2030
@procurementstar
@mpweirdopodcast
@john_p_price

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

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

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@xaelbot
@codedailybot
@morolswediu
@llnuxbot
@djangobot_
@godfrey_g_
@100daysof2020
@fluttbot
@mjoehlerich

Top Tweeters in G1:
@chidambara09
@xaelbot
@llnuxbot
@godfrey_g_
@100daysof2020
@michaelbathurst
@flutterbyamey
@team_backend
@indems
@nodexl

Top Tweeters in G2:
@morolswediu
@fluttbot
@mjoehlerich
@bills_bot
@mpweirdopodcast
@supplychain2030
@ingcolombo
@micha
@hashtagmarketi7
@john_p_price

Top Tweeters in G3:
@djangobot_
@procurementstar
@procurement2030
@proc
@xeronbot
@indgop
@procurement
@helloworldgrrls
@pro
@xcmuskogee

Top Tweeters in G4:
@codedailybot
@botfemale
@digitalmehmet
@bot_flutter
@exchangeclub
@exchangeclublh

Top Tweeters in G5:
@proa