#exchangestrong, Twitter, 10/24/2021 7:57:25 PM, 264639


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#exchangestrong_2021-10-24_06-27-21.xlsx
#exchangestrong_2021-10-24_06-27-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
October 24, 2021
Short Description:
#exchangestrong via NodeXL https://bit.ly/3B8InUo
@chidambara09
@this0499154500
@ingcolombo
@exchangeclub
@docassar
@procurement2030
@procurementstar
@supplychain2030
@michaelbathurst
@mpweirdopodcast

Top hashtags:
#exchangestrong
#exchangecares
#xcmemphis
#bigdata

Description:
Description
The graph represents a network of 63 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, 24 October 2021 at 13:27 UTC.

The requested start date was Sunday, 24 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 79-day, 0-hour, 17-minute period from Wednesday, 04 August 2021 at 19:28 UTC to Friday, 22 October 2021 at 19:45 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 : 63
Unique Edges : 148
Edges With Duplicates : 1369
Total Edges : 1517
Number of Edge Types : 5
Retweet : 157
MentionsInRetweet : 1005
Mentions : 335
Replies to : 10
Tweet : 10
Self-Loops : 13
Reciprocated Vertex Pair Ratio : 0.120805369127517
Reciprocated Edge Ratio : 0.215568862275449
Connected Components : 4
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 57
Maximum Edges in a Connected Component : 1505
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.900766
Graph Density : 0.0855094726062468
Modularity : 0.094312
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 63 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, 24 October 2021 at 13:27 UTC.

The requested start date was Sunday, 24 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 79-day, 0-hour, 17-minute period from Wednesday, 04 August 2021 at 19:28 UTC to Friday, 22 October 2021 at 19:45 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:
[22] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264234
[19] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261813
[16] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263545
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259790
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262916
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260163
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260202
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261194
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262420
[3] https://twitter.com/IngColombo/status/1422999754318008320

Top URLs in Tweet in G1:
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264234
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263545
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261813
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262916
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260202
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259790
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260163
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261194
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262420
[3] https://twitter.com/IngColombo/status/1422999754318008320

Top URLs in Tweet in G2:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261813
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259790
[3] http://BuyExchange.org
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260163
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264234
[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://exchange.myeventscenter.com/

Top URLs in Tweet in G3:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264234
[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=263545
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261813
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260163
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261194
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262420
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262916

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[165] exchangestrong
[27] exchangecares
[20] xcmemphis
[14] bigdata
[6] americanism
[6] twitter
[5] socialmedia
[4] jacksontn
[2] veteransday
[2] growth



Top Hashtags in Tweet in G1:
[86] exchangestrong
[8] exchangecares
[2] xcmemphis
[1] bigdata
[1] italia
[1] belgiangp

Top Hashtags in Tweet in G2:
[48] exchangestrong
[16] exchangecares
[15] xcmemphis
[6] americanism
[4] bigdata
[2] veteransday
[2] courtofhonor
[2] growth
[2] levelup
[2] wearexchange

Top Hashtags in Tweet in G3:
[28] exchangestrong
[9] bigdata
[6] twitter
[5] socialmedia
[3] exchangecares
[3] xcmemphis
[2] linux
[2] flutter
[2] womenintech
[2] womenwhocode

Top Hashtags in Tweet in G4:
[4] jacksontn
[3] exchangestrong
[2] jmcss

Top Words
Top Words in Tweet in Entire Graph:
[238] docassar
[178] chidambara09
[170] exchangeclub
[165] #exchangestrong
[163] ingcolombo
[159] michaelbathurst
[139] supplychain2030
[136] nodexl
[116] procurement2030
[86] procurementstar

Top Words in Tweet in G1:
[156] docassar
[119] chidambara09
[102] exchangeclub
[102] ingcolombo
[98] michaelbathurst
[86] #exchangestrong
[82] supplychain2030
[77] nodexl
[68] procurement2030
[42] procurementstar

Top Words in Tweet in G2:
[48] #exchangestrong
[41] exchangeclub
[39] docassar
[36] chidambara09
[36] michaelbathurst
[35] ingcolombo
[34] supplychain2030
[30] procurement2030
[30] procurementstar
[26] mpweirdopodcast

Top Words in Tweet in G3:
[43] docassar
[37] nodexl
[28] #exchangestrong
[27] exchangeclub
[26] ingcolombo
[25] michaelbathurst
[23] chidambara09
[23] supplychain2030
[18] procurement2030
[14] procurementstar

Top Words in Tweet in G4:
[4] dr
[4] jacksonexchange
[4] jmcschools
[4] #jacksontn
[3] #exchangestrong
[2] melanieluckey
[2] king
[2] updated
[2] present
[2] future

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[114] #exchangestrong,nodexl
[109] chidambara09,docassar
[101] docassar,michaelbathurst
[87] exchangeclub,ingcolombo
[56] docassar,#exchangestrong
[55] michaelbathurst,exchangeclub
[54] nodexl,chidambara09
[44] procurement2030,procurementstar
[43] ingcolombo,chidambara09
[40] michaelbathurst,procurement2030

Top Word Pairs in Tweet in G1:
[76] chidambara09,docassar
[70] #exchangestrong,nodexl
[68] docassar,michaelbathurst
[51] exchangeclub,ingcolombo
[42] docassar,#exchangestrong
[39] nodexl,chidambara09
[32] michaelbathurst,exchangeclub
[28] ingcolombo,chidambara09
[26] michaelbathurst,procurement2030
[25] nodexl,ingcolombo

Top Word Pairs in Tweet in G2:
[23] exchangeclub,ingcolombo
[23] chidambara09,docassar
[21] docassar,michaelbathurst
[20] #exchangestrong,nodexl
[19] procurement2030,procurementstar
[17] michaelbathurst,exchangeclub
[16] top,hashtags
[16] hashtags,#exchangestrong
[16] #exchangestrong,#exchangecares
[14] ingcolombo,procurement2030

Top Word Pairs in Tweet in G3:
[24] #exchangestrong,nodexl
[13] exchangeclub,ingcolombo
[12] docassar,michaelbathurst
[10] docassar,#exchangestrong
[10] chidambara09,docassar
[8] nodexl,ingcolombo
[8] ingcolombo,chidambara09
[8] mpweirdopodcast,mjoehlerich
[7] chidambara09,exchangeclub
[7] exchangeclub,docassar

Top Word Pairs in Tweet in G4:
[3] #jacksontn,#exchangestrong
[2] dr,king
[2] king,updated
[2] updated,jacksonexchange
[2] jacksonexchange,present
[2] present,future
[2] future,jmcschools
[2] jmcschools,#jacksontn
[2] thank,dr
[2] dr,ken

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
@michaelbathurst
@exchangeclub
@supplychain2030
@procurement2030
@procurementstar
@mpweirdopodcast
@this0499154500

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

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

Top Mentioned in G4:
@jacksonexchange
@jmcschools
@melanieluckey

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

Top Tweeters in G1:
@xaelbot
@godfrey_g_
@fluttbot
@mjoehlerich
@botfemale
@bills_bot
@mpweirdopodcast
@procurementstar
@procurement2030
@supplychain2030

Top Tweeters in G2:
@codedailybot
@morolswediu
@djangobot_
@100daysof2020
@digitalmehmet
@michaelbathurst
@bot_flutter
@flutterbyamey
@team_backend
@indems

Top Tweeters in G3:
@chidambara09
@developerbot_v1
@elizabot9
@gp_pulipaka
@eli_krumova
@paula_piccard
@analytics_699
@ingliguori
@udemy_coupons1
@runclouds

Top Tweeters in G4:
@jmcschools
@melanieluckey
@jacksonexchange
@kennewm92276973

Top Tweeters in G5:
@pa
@proa