#exchangestrong, Twitter, 12/26/2021 11:38:42 PM, 269057


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#exchangestrong_2021-12-26_06-27-21.xlsx
#exchangestrong_2021-12-26_06-27-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 26, 2021
Short Description:
#exchangestrong via NodeXL https://bit.ly/3szbm2V
@chidambara09
@this0499154500
@mjoehlerich
@procurement2030
@docassar
@exchangeclub
@procurementstar
@supplychain2030
@fluttbot
@ingcolombo

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

Description:
Description
The graph represents a network of 116 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 December 2021 at 14:27 UTC.

The requested start date was Sunday, 26 December 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 65-day, 16-hour, 2-minute period from Monday, 04 October 2021 at 14:26 UTC to Thursday, 09 December 2021 at 06:28 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 : 116
Unique Edges : 253
Edges With Duplicates : 1810
Total Edges : 2063
Number of Edge Types : 5
MentionsInRetweet : 1335
Mentions : 489
Replies to : 15
Retweet : 210
Tweet : 14
Self-Loops : 22
Reciprocated Vertex Pair Ratio : 0.113247863247863
Reciprocated Edge Ratio : 0.203454894433781
Connected Components : 5
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 109
Maximum Edges in a Connected Component : 2050
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 2.056144
Graph Density : 0.0390554722638681
Modularity : 0.112406
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 116 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 December 2021 at 14:27 UTC.

The requested start date was Sunday, 26 December 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 65-day, 16-hour, 2-minute period from Monday, 04 October 2021 at 14:26 UTC to Thursday, 09 December 2021 at 06:28 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
[21] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266787
[20] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264639
[17] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263545
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265201
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266827
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267116
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267640
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265763

Top URLs in Tweet in G1:
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264234
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263545
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266787
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265747
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264639
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265201
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267116
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267640
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262916
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266827

Top URLs in Tweet in G2:
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266827
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265747
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264639
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267640
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267116
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266787
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265201
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264234
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265763
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263545

Top URLs in Tweet in G3:
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266827
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265747
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264234
[3] 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=264639
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267640
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265763
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263545
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267116

Top URLs in Tweet in G4:
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264639
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265747
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265201
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266787
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264234
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265763
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267116
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263545
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266827
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=262916

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:
[222] exchangestrong
[39] bigdata
[34] exchangecares
[34] xcmemphis
[22] twitter
[8] nodexl
[8] exchangeclub
[8] socialmedia
[4] salesforce
[4] americanism



Top Hashtags in Tweet in G1:
[88] exchangestrong
[2] exchangecares
[2] xcmemphis
[2] xcshelbycoal
[2] courtofhonor
[2] growth
[2] levelup
[2] veteransday
[2] americanism
[2] 30daysofgratitude

Top Hashtags in Tweet in G2:
[30] exchangestrong
[9] xcmemphis
[9] exchangecares
[9] bigdata
[5] twitter
[1] exchangeclub
[1] americanism

Top Hashtags in Tweet in G3:
[28] exchangestrong
[8] twitter
[8] socialmedia
[8] nodexl
[7] bigdata
[4] salesforce
[2] ces2022
[2] linux
[2] flutter
[2] womenwhocode

Top Hashtags in Tweet in G4:
[72] exchangestrong
[23] exchangecares
[23] xcmemphis
[22] bigdata
[9] twitter
[6] 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:
[300] docassar
[222] chidambara09
[222] #exchangestrong
[212] nodexl
[206] ingcolombo
[197] exchangeclub
[163] this0499154500
[124] mjoehlerich
[104] procurement2030
[74] supplychain2030

Top Words in Tweet in G1:
[120] docassar
[95] chidambara09
[88] #exchangestrong
[81] ingcolombo
[74] nodexl
[70] this0499154500
[69] exchangeclub
[50] mjoehlerich
[47] procurement2030
[30] michaelbathurst

Top Words in Tweet in G2:
[44] docassar
[38] chidambara09
[33] ingcolombo
[33] exchangeclub
[32] nodexl
[30] #exchangestrong
[27] this0499154500
[21] mjoehlerich
[13] procurement2030
[13] procurementstar

Top Words in Tweet in G3:
[58] docassar
[47] nodexl
[31] ingcolombo
[31] exchangeclub
[28] chidambara09
[28] #exchangestrong
[23] this0499154500
[21] mjoehlerich
[15] procurement2030
[14] everyone

Top Words in Tweet in G4:
[78] docassar
[72] #exchangestrong
[64] exchangeclub
[61] chidambara09
[61] ingcolombo
[59] nodexl
[43] this0499154500
[32] mjoehlerich
[29] procurement2030
[24] supplychain2030

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:
[157] #exchangestrong,nodexl
[125] nodexl,chidambara09
[94] mjoehlerich,ingcolombo
[78] docassar,#exchangestrong
[74] chidambara09,docassar
[69] chidambara09,this0499154500
[67] this0499154500,mjoehlerich
[62] ingcolombo,docassar
[52] procurement2030,supplychain2030
[52] exchangeclub,docassar

Top Word Pairs in Tweet in G1:
[64] #exchangestrong,nodexl
[51] nodexl,chidambara09
[43] mjoehlerich,ingcolombo
[38] docassar,#exchangestrong
[34] this0499154500,mjoehlerich
[34] chidambara09,docassar
[26] chidambara09,this0499154500
[26] ingcolombo,exchangeclub
[25] procurement2030,supplychain2030
[23] exchangeclub,docassar

Top Word Pairs in Tweet in G2:
[21] #exchangestrong,nodexl
[19] nodexl,chidambara09
[15] mjoehlerich,ingcolombo
[14] chidambara09,this0499154500
[12] chidambara09,docassar
[11] ingcolombo,docassar
[10] this0499154500,mjoehlerich
[9] docassar,#exchangestrong
[9] top,hashtags
[9] hashtags,#exchangestrong

Top Word Pairs in Tweet in G3:
[23] #exchangestrong,nodexl
[15] mjoehlerich,ingcolombo
[12] chidambara09,docassar
[12] nodexl,chidambara09
[11] docassar,#exchangestrong
[9] ingcolombo,docassar
[9] this0499154500,mjoehlerich
[8] exchangeclub,procurement2030
[8] procurement2030,supplychain2030
[7] chidambara09,this0499154500

Top Word Pairs in Tweet in G4:
[49] #exchangestrong,nodexl
[43] nodexl,chidambara09
[22] chidambara09,this0499154500
[22] top,hashtags
[22] hashtags,#exchangestrong
[21] mjoehlerich,ingcolombo
[20] docassar,#exchangestrong
[19] ingcolombo,docassar
[17] exchangeclub,docassar
[17] #exchangestrong,#exchangecares

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
@ingcolombo
@exchangeclub
@this0499154500
@mjoehlerich
@procurement2030
@supplychain2030
@procurementstar
@michaelbathurst

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

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

Top Mentioned in G3:
@ingcolombo
@docassar
@chidambara09
@exchangeclub
@mjoehlerich
@this0499154500
@nodexl
@procurement2030
@supplychain2030
@procurementstar

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

Top Mentioned in G5:
@jacksonexchange
@jmcschools
@melanieluckey

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@xaelbot
@ipythonistabot
@morolswediu
@coderretweet
@fabriciosx
@_funbot
@100daysof2020
@fluttbot
@pythonexpertbot

Top Tweeters in G1:
@xaelbot
@morolswediu
@coderretweet
@pythonexpertbot
@caring_mobile
@bills_bot
@mjoehlerich
@botfemale
@fmfrancoise
@salhaj

Top Tweeters in G2:
@ipythonistabot
@fabriciosx
@producthunt
@elizabot9
@puma
@enricomolinari
@gp_pulipaka
@eli_krumova
@paula_piccard
@jack

Top Tweeters in G3:
@chidambara09
@_funbot
@100daysof2020
@fluttbot
@developerbot_v1
@spirosmargaris
@goaidev
@psb_dc
@ronald_vanloon
@cloudcrem

Top Tweeters in G4:
@michaelbathurst
@mpweirdopodcast
@supplychain2030
@proc
@billwalshtv
@mytimvanhorn
@deniscasther
@runclouds
@dcsirish
@reutsmichael1

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

Top Tweeters in G6:
@pa
@ea
@okgunner2002