#exchangestrong, Twitter, 11/28/2021 6:49:43 PM, 267116


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#exchangestrong_2021-11-28_06-27-21.xlsx
#exchangestrong_2021-11-28_06-27-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
November 28, 2021
Short Description:
#exchangestrong via NodeXL https://bit.ly/3rlcKFI
@chidambara09
@this0499154500
@mjoehlerich
@ingcolombo
@docassar
@exchangeclub
@procurement2030
@supplychain2030
@procurementstar
@fluttbot

Top hashtags:
#exchangestrong
#exchangecares
#xcmemphis
#bigdata
#twitter

Description:
Description
The graph represents a network of 89 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, 28 November 2021 at 14:27 UTC.

The requested start date was Sunday, 28 November 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 85-day, 10-hour, 5-minute period from Wednesday, 01 September 2021 at 05:12 UTC to Thursday, 25 November 2021 at 15:17 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 : 89
Unique Edges : 194
Edges With Duplicates : 1832
Total Edges : 2026
Number of Edge Types : 5
Mentions : 422
MentionsInRetweet : 1358
Retweet : 218
Replies to : 11
Tweet : 17
Self-Loops : 23
Reciprocated Vertex Pair Ratio : 0.136842105263158
Reciprocated Edge Ratio : 0.240740740740741
Connected Components : 5
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 82
Maximum Edges in a Connected Component : 2013
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 2.080404
Graph Density : 0.0551583248212462
Modularity : 0.104129
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 89 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, 28 November 2021 at 14:27 UTC.

The requested start date was Sunday, 28 November 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.

The tweets in the network were tweeted over the 85-day, 10-hour, 5-minute period from Wednesday, 01 September 2021 at 05:12 UTC to Thursday, 25 November 2021 at 15:17 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:
[24] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264234
[23] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265747
[20] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264639
[19] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261813
[17] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263545
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265201
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262916
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266827
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266787
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261194

Top URLs in Tweet in G1:
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264234
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263545
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261813
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265747
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264639
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262916
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265201
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261194
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262420
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266787

Top URLs in Tweet in G2:
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265747
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266827
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264234
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264639
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265201
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266787
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263545
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265763
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261813
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261194

Top URLs in Tweet in G4:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264639
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261813
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265747
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264234
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265763
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266827
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262916
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266787
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265201
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=261194

Top URLs in Tweet in G6:
[1] https://www.youtube.com/watch?v=IY4azS4LMC8&feature=youtu.be


Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[231] exchangestrong
[35] exchangecares
[33] xcmemphis
[31] bigdata
[13] twitter
[8] exchangeclub
[6] socialmedia
[5] nodexl
[4] americanism
[4] jacksontn



Top Hashtags in Tweet in G1:
[131] exchangestrong
[7] exchangecares
[6] xcmemphis
[2] bigdata
[2] courtofhonor
[2] growth
[2] levelup
[2] veteransday
[2] americanism
[2] 30daysofgratitude

Top Hashtags in Tweet in G2:
[47] exchangestrong
[13] bigdata
[8] twitter
[6] socialmedia
[6] exchangecares
[6] xcmemphis
[5] nodexl
[3] linux
[3] flutter
[3] womenintech

Top Hashtags in Tweet in G4:
[49] exchangestrong
[22] exchangecares
[21] xcmemphis
[16] bigdata
[5] twitter
[5] exchangeclub
[1] americanism

Top Hashtags in Tweet in G5:
[4] jacksontn
[3] exchangestrong
[2] jmcss

Top Hashtags in Tweet in G6:
[1] exchangestrong

Top Words
Top Words in Tweet in Entire Graph:
[323] docassar
[238] exchangeclub
[233] chidambara09
[231] #exchangestrong
[218] ingcolombo
[191] nodexl
[154] michaelbathurst
[125] procurement2030
[114] supplychain2030
[92] procurementstar

Top Words in Tweet in G1:
[191] docassar
[142] chidambara09
[131] #exchangestrong
[130] exchangeclub
[124] ingcolombo
[104] michaelbathurst
[98] nodexl
[76] procurement2030
[68] supplychain2030
[48] procurementstar

Top Words in Tweet in G2:
[84] docassar
[59] nodexl
[58] exchangeclub
[52] ingcolombo
[48] chidambara09
[47] #exchangestrong
[27] this0499154500
[27] mjoehlerich
[24] michaelbathurst
[22] procurement2030

Top Words in Tweet in G3:
[11] chidambara09
[11] docassar
[9] ingcolombo
[9] supplychain2030
[9] michaelbathurst
[9] procurement2030
[9] exchangeclub
[9] procurementstar
[9] mpweirdopodcast
[2] salesforce

Top Words in Tweet in G4:
[49] #exchangestrong
[41] exchangeclub
[37] docassar
[34] nodexl
[33] ingcolombo
[32] chidambara09
[22] top
[22] hashtags
[22] #exchangecares
[21] #xcmemphis

Top Words in Tweet in G5:
[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:
[161] #exchangestrong,nodexl
[122] chidambara09,docassar
[121] nodexl,chidambara09
[102] docassar,michaelbathurst
[84] docassar,#exchangestrong
[75] exchangeclub,ingcolombo
[57] michaelbathurst,exchangeclub
[55] exchangeclub,docassar
[51] procurement2030,procurementstar
[42] procurementstar,supplychain2030

Top Word Pairs in Tweet in G1:
[95] #exchangestrong,nodexl
[78] chidambara09,docassar
[74] nodexl,chidambara09
[74] docassar,michaelbathurst
[58] docassar,#exchangestrong
[48] exchangeclub,ingcolombo
[37] michaelbathurst,exchangeclub
[34] exchangeclub,docassar
[28] procurement2030,procurementstar
[27] michaelbathurst,procurement2030

Top Word Pairs in Tweet in G2:
[39] #exchangestrong,nodexl
[25] nodexl,chidambara09
[21] chidambara09,docassar
[19] docassar,#exchangestrong
[13] exchangeclub,ingcolombo
[13] mjoehlerich,ingcolombo
[12] docassar,michaelbathurst
[12] exchangeclub,docassar
[11] exchangeclub,dcsirish
[11] chidambara09,mjoehlerich

Top Word Pairs in Tweet in G3:
[11] chidambara09,docassar
[6] docassar,michaelbathurst
[6] michaelbathurst,exchangeclub
[6] exchangeclub,ingcolombo
[6] ingcolombo,procurement2030
[6] procurement2030,procurementstar
[6] procurementstar,supplychain2030
[6] supplychain2030,mpweirdopodcast
[3] docassar,ingcolombo
[3] ingcolombo,supplychain2030

Top Word Pairs in Tweet in G4:
[27] #exchangestrong,nodexl
[22] nodexl,chidambara09
[22] top,hashtags
[22] hashtags,#exchangestrong
[17] #exchangestrong,#exchangecares
[16] #exchangecares,#xcmemphis
[12] chidambara09,docassar
[11] #xcmemphis,#bigdata
[10] docassar,michaelbathurst
[10] mpweirdopodcast,mjoehlerich

Top Word Pairs in Tweet in G5:
[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:
@chidambara09
@docassar
@exchangeclub
@ingcolombo
@michaelbathurst
@procurement2030
@supplychain2030
@procurementstar
@mpweirdopodcast
@this0499154500

Top Mentioned in G1:
@chidambara09
@docassar
@exchangeclub
@ingcolombo
@michaelbathurst
@procurement2030
@supplychain2030
@procurementstar
@mpweirdopodcast
@this0499154500

Top Mentioned in G2:
@ingcolombo
@exchangeclub
@docassar
@chidambara09
@mjoehlerich
@this0499154500
@michaelbathurst
@procurement2030
@supplychain2030
@mpweirdopodcast

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

Top Mentioned in G4:
@exchangeclub
@ingcolombo
@chidambara09
@docassar
@mpweirdopodcast
@mjoehlerich
@procurement2030
@supplychain2030
@procurementstar
@this0499154500

Top Mentioned in G5:
@jacksonexchange
@jmcschools
@melanieluckey

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

Top Tweeters in G1:
@xaelbot
@codedailybot
@morolswediu
@djangobot_
@godfrey_g_
@mjoehlerich
@botfemale
@bills_bot
@mpweirdopodcast
@bot_flutter

Top Tweeters in G2:
@chidambara09
@developerbot_v1
@elizabot9
@gp_pulipaka
@eli_krumova
@betamoroney
@paula_piccard
@enilev
@ho0922
@analytics_699

Top Tweeters in G3:
@100daysof2020
@_funbot
@fluttbot
@goaidev
@cloudcrem
@salesforce
@trailhead
@salesforceorg
@salesforcedevs
@teneikaask_you

Top Tweeters in G4:
@michaelbathurst
@billwalshtv
@mytimvanhorn
@deniscasther
@runclouds
@dcsirish
@docassar
@tyrone_clark
@billkalina
@bhsscounseling

Top Tweeters in G5:
@jmcschools
@melanieluckey
@jacksonexchange
@kennewm92276973

Top Tweeters in G6:
@pa
@okgunner2002
@proa