#exchangestrong, Twitter, 9/19/2021 8:24:39 PM, 262420


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#exchangestrong_2021-09-19_06-27-22.xlsx
#exchangestrong_2021-09-19_06-27-22.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 19, 2021
Short Description:
#exchangestrong via NodeXL https://bit.ly/3EBlbBc
@chidambara09
@docassar
@michaelbathurst
@exchangeclub
@supplychain2030
@procurementstar
@procurement2030
@ingcolombo
@mpweirdopodcast
@mjoehlerich

Top hashtags:
#exchangestrong
#exchangecares
#xcmemphis

Description:
Description
The graph represents a network of 43 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, 19 September 2021 at 13:27 UTC.

The requested start date was Sunday, 19 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 74-day, 2-hour, 41-minute period from Thursday, 01 July 2021 at 14:53 UTC to Monday, 13 September 2021 at 17:34 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 : 43
Unique Edges : 117
Edges With Duplicates : 829
Total Edges : 946
Number of Edge Types : 5
MentionsInRetweet : 606
Retweet : 92
Mentions : 227
Replies to : 8
Tweet : 13
Self-Loops : 16
Reciprocated Vertex Pair Ratio : 0.105263157894737
Reciprocated Edge Ratio : 0.19047619047619
Connected Components : 2
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 42
Maximum Edges in a Connected Component : 946
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.708617
Graph Density : 0.151162790697674
Modularity : 0.066132
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 43 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, 19 September 2021 at 13:27 UTC.

The requested start date was Sunday, 19 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 74-day, 2-hour, 41-minute period from Thursday, 01 July 2021 at 14:53 UTC to Monday, 13 September 2021 at 17:34 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=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
[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/

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

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://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 G3:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261813
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260202
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260163
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=259790
[2] https://www.youtube.com/watch?v=vPjZN2SxHPs

[2] http://BuyExchange.org
[2] https://go.exchangefundraising.org/2021convention/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=258280
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261194
[1] https://myemail.constantcontact.com/subject.html?soid=1102534231567&aid=H2oETwxZgrM

Top URLs in Tweet in G4:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260202
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261813
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261194
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=260163
[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/1423925439492501504
[1] https://twitter.com/IngColombo/status/1432925984219598851
[1] https://twitter.com/JoyAnnReid/status/1432933790050029570

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



Top Hashtags in Tweet in G1:
[30] exchangestrong
[4] bigdata
[4] twitter
[3] exchangecares
[3] socialmedia
[2] linux
[2] flutter
[2] womenintech
[2] womenwhocode
[2] 100daysofcode

Top Hashtags in Tweet in G2:
[14] exchangestrong
[1] rediscover
[1] reengage

Top Hashtags in Tweet in G3:
[30] exchangestrong
[9] exchangecares
[8] xcmemphis
[5] exchangestronger
[3] americanism
[2] rediscover
[2] reengage
[2] exchangeeducation
[2] wearexchange
[1] nationalchildabusepreventionmonth

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

Top Words
Top Words in Tweet in Entire Graph:
[136] docassar
[114] exchangeclub
[114] ingcolombo
[105] chidambara09
[98] #exchangestrong
[93] supplychain2030
[88] michaelbathurst
[75] nodexl
[60] procurement2030
[60] procurementstar

Top Words in Tweet in G1:
[60] docassar
[49] ingcolombo
[45] exchangeclub
[42] chidambara09
[42] michaelbathurst
[42] supplychain2030
[36] nodexl
[30] #exchangestrong
[29] procurementstar
[29] procurement2030

Top Words in Tweet in G2:
[25] docassar
[21] ingcolombo
[19] chidambara09
[19] exchangeclub
[14] #exchangestrong
[12] nodexl
[12] michaelbathurst
[12] supplychain2030
[6] xcmuskogee
[5] procurement2030

Top Words in Tweet in G3:
[30] #exchangestrong
[22] exchangeclub
[16] chidambara09
[16] docassar
[16] ingcolombo
[16] supplychain2030
[15] michaelbathurst
[15] procurement2030
[15] procurementstar
[11] mpweirdopodcast

Top Words in Tweet in G4:
[35] docassar
[28] chidambara09
[28] exchangeclub
[28] ingcolombo
[24] #exchangestrong
[23] supplychain2030
[19] michaelbathurst
[17] nodexl
[11] procurement2030
[11] procurementstar

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[67] exchangeclub,ingcolombo
[57] #exchangestrong,nodexl
[51] chidambara09,docassar
[44] docassar,michaelbathurst
[37] michaelbathurst,exchangeclub
[34] procurement2030,procurementstar
[33] procurementstar,supplychain2030
[31] chidambara09,supplychain2030
[30] docassar,#exchangestrong
[28] ingcolombo,procurement2030

Top Word Pairs in Tweet in G1:
[28] exchangeclub,ingcolombo
[26] #exchangestrong,nodexl
[24] chidambara09,docassar
[21] docassar,michaelbathurst
[19] michaelbathurst,exchangeclub
[18] procurementstar,supplychain2030
[17] procurement2030,procurementstar
[14] docassar,#exchangestrong
[14] ingcolombo,supplychain2030
[14] ingcolombo,procurement2030

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

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

Top Word Pairs in Tweet in G4:
[18] exchangeclub,ingcolombo
[13] chidambara09,supplychain2030
[12] #exchangestrong,nodexl
[11] chidambara09,docassar
[11] docassar,michaelbathurst
[9] docassar,#exchangestrong
[8] michaelbathurst,exchangeclub
[8] ingcolombo,chidambara09
[6] procurementstar,procurement2030
[6] #exchangestrong,#exchangecares

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
@docassar
@chidambara09
@exchangeclub
@supplychain2030
@michaelbathurst
@procurementstar
@procurement2030
@mpweirdopodcast
@xcmuskogee

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

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

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

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

Top Tweeters in G1:
@chidambara09
@morolswediu
@llnuxbot
@djangobot_
@100daysof2020
@fluttbot
@michaelbathurst
@bills_bot
@mpweirdopodcast
@team_backend

Top Tweeters in G2:
@bot_flutter
@procurementstar
@procurement2030
@flutterbyamey
@proc
@indems
@indgop
@procurement
@helloworldgrrls
@xcmuskogee

Top Tweeters in G3:
@xaelbot
@godfrey_g_
@botfemale
@digitalmehmet
@xeronbot
@elizmarkowitz
@exchangeclub
@docassar
@exchangeclublh
@aghosh0605

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

Top Tweeters in G5:
@proa