#exchangestrong, Twitter, 10/10/2021 2:14:40 PM, 264234


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#exchangestrong_2021-10-10_06-27-21.xlsx
#exchangestrong_2021-10-10_06-27-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 10, 2021
Short Description:
#exchangestrong via NodeXL https://bit.ly/3iJGZRC
@ingcolombo
@chidambara09
@exchangeclub
@docassar
@procurement2030
@supplychain2030
@procurementstar
@michaelbathurst
@mpweirdopodcast
@mjoehlerich

Top hashtags:
#exchangestrong
#exchangecares
#xcmemphis
#bigdata

Description:
Description
The graph represents a network of 45 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, 10 October 2021 at 13:27 UTC.

The requested start date was Sunday, 10 October 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 64-day, 20-hour, 30-minute period from Wednesday, 04 August 2021 at 19:28 UTC to Friday, 08 October 2021 at 15:58 UTC.

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 : 45
Unique Edges : 126
Edges With Duplicates : 1044
Total Edges : 1170
Number of Edge Types : 5
Mentions : 264
Retweet : 116
MentionsInRetweet : 776
Replies to : 8
Tweet : 6
Self-Loops : 9
Reciprocated Vertex Pair Ratio : 0.12992125984252
Reciprocated Edge Ratio : 0.229965156794425
Connected Components : 3
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 43
Maximum Edges in a Connected Component : 1170
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.731747
Graph Density : 0.144949494949495
Modularity : 0.070855
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 45 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, 10 October 2021 at 13:27 UTC.

The requested start date was Sunday, 10 October 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 64-day, 20-hour, 30-minute period from Wednesday, 04 August 2021 at 19:28 UTC to Friday, 08 October 2021 at 15:58 UTC.

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:
[19] 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=260163
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260202
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262916
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261194
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263545
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262420
[3] https://twitter.com/IngColombo/status/1422999754318008320
[2] https://twitter.com/IngColombo/status/1423922990576775171

Top URLs in Tweet in G1:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262916
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260202
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261813
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263545
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261194
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260163
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259790
[2] https://twitter.com/IngColombo/status/1422999754318008320
[2] https://twitter.com/IngColombo/status/1423922990576775171
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262420

Top URLs in Tweet in G2:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259790
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261813
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260163
[2] http://BuyExchange.org
[2] https://go.exchangefundraising.org/2021convention/
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262916
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260202
[1] https://www.pacer.org/bullying/nbpm/activity-kit/activity-kit.asp
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263545
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261194

Top URLs in Tweet in G3:
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261813
[5] 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=262420
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259790
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261194
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263545
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262916
[1] https://twitter.com/IngColombo/status/1422999754318008320

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[117] exchangestrong
[22] exchangecares
[15] xcmemphis
[8] bigdata
[5] twitter
[4] socialmedia
[4] americanism
[2] linux
[2] flutter
[2] womenintech



Top Hashtags in Tweet in G1:
[48] exchangestrong
[19] exchangecares
[9] xcmemphis
[3] americanism
[2] bigdata
[1] italia
[1] belgiangp

Top Hashtags in Tweet in G2:
[34] exchangestrong
[5] xcmemphis
[5] bigdata
[5] twitter
[4] socialmedia
[2] wearexchange
[2] linux
[2] flutter
[2] womenintech
[2] womenwhocode

Top Hashtags in Tweet in G3:
[35] exchangestrong
[1] exchangecares
[1] xcmemphis
[1] bigdata

Top Words
Top Words in Tweet in Entire Graph:
[185] docassar
[137] chidambara09
[136] exchangeclub
[130] ingcolombo
[129] michaelbathurst
[122] supplychain2030
[117] #exchangestrong
[98] nodexl
[78] procurement2030
[74] procurementstar

Top Words in Tweet in G1:
[60] docassar
[52] chidambara09
[52] exchangeclub
[49] ingcolombo
[48] #exchangestrong
[48] supplychain2030
[45] michaelbathurst
[39] procurement2030
[38] procurementstar
[34] mpweirdopodcast

Top Words in Tweet in G2:
[54] docassar
[40] exchangeclub
[39] michaelbathurst
[38] ingcolombo
[37] supplychain2030
[35] chidambara09
[34] #exchangestrong
[34] nodexl
[25] procurement2030
[24] procurementstar

Top Words in Tweet in G3:
[71] docassar
[50] chidambara09
[45] michaelbathurst
[44] exchangeclub
[43] ingcolombo
[38] nodexl
[37] supplychain2030
[35] #exchangestrong
[14] procurement2030
[12] procurementstar

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[93] chidambara09,docassar
[87] docassar,michaelbathurst
[85] exchangeclub,ingcolombo
[80] #exchangestrong,nodexl
[55] michaelbathurst,exchangeclub
[47] docassar,#exchangestrong
[43] nodexl,chidambara09
[43] procurement2030,procurementstar
[32] chidambara09,supplychain2030
[32] ingcolombo,procurement2030

Top Word Pairs in Tweet in G1:
[37] chidambara09,docassar
[30] docassar,michaelbathurst
[29] exchangeclub,ingcolombo
[22] #exchangestrong,nodexl
[19] procurement2030,procurementstar
[19] #exchangestrong,#exchangecares
[17] michaelbathurst,exchangeclub
[15] top,hashtags
[15] hashtags,#exchangestrong
[14] nodexl,chidambara09

Top Word Pairs in Tweet in G2:
[28] exchangeclub,ingcolombo
[25] #exchangestrong,nodexl
[25] docassar,michaelbathurst
[24] chidambara09,docassar
[19] michaelbathurst,exchangeclub
[18] procurement2030,procurementstar
[14] ingcolombo,procurement2030
[14] procurementstar,supplychain2030
[14] supplychain2030,mpweirdopodcast
[13] docassar,#exchangestrong

Top Word Pairs in Tweet in G3:
[33] #exchangestrong,nodexl
[32] chidambara09,docassar
[32] docassar,michaelbathurst
[28] exchangeclub,ingcolombo
[26] docassar,#exchangestrong
[20] nodexl,chidambara09
[19] michaelbathurst,exchangeclub
[14] chidambara09,supplychain2030
[9] nodexl,ingcolombo
[9] ingcolombo,chidambara09

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

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

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

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

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

Top Tweeters in G1:
@godfrey_g_
@100daysof2020
@fluttbot
@bot_flutter
@procurementstar
@flutterbyamey
@ingcolombo
@team_backend
@indems
@indgop

Top Tweeters in G2:
@chidambara09
@codedailybot
@morolswediu
@djangobot_
@botfemale
@bills_bot
@michaelbathurst
@digitalmehmet
@xeronbot
@procurement

Top Tweeters in G3:
@xaelbot
@mjoehlerich
@mpweirdopodcast
@procurement2030
@supplychain2030
@micha
@hashtagmarketi7
@john_p_price
@procurementst
@p

Top Tweeters in G4:
@pa
@proa