exchangeclub, Twitter, 1/23/2022 11:17:24 PM, 270510


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exchangeclub_2022-01-23_12-54-41.xlsx
exchangeclub_2022-01-23_12-54-41.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 23, 2022
Short Description:
exchangeclub via NodeXL https://bit.ly/3rCqvyc
@exchangeclub
@this0499154500
@dcsirish
@chidambara09
@stev_ware
@supplychain2030
@mjoehlerich
@docassar
@procurement2030
@procurementstar

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

Description:
Description
The graph represents a network of 146 Twitter users whose tweets in the requested range contained "exchangeclub", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 23 January 2022 at 20:54 UTC.

The requested start date was Sunday, 23 January 2022 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 111-day, 21-hour, 45-minute period from Friday, 01 October 2021 at 18:12 UTC to Friday, 21 January 2022 at 15:58 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 : 146
Unique Edges : 403
Edges With Duplicates : 3249
Total Edges : 3652
Number of Edge Types : 5
Retweet : 320
MentionsInRetweet : 2155
Mentions : 1085
Replies to : 58
Tweet : 34
Self-Loops : 47
Reciprocated Vertex Pair Ratio : 0.106060606060606
Reciprocated Edge Ratio : 0.191780821917808
Connected Components : 7
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 137
Maximum Edges in a Connected Component : 3643
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.459647
Graph Density : 0.0379310344827586
Modularity : 0.104249
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 146 Twitter users whose tweets in the requested range contained "exchangeclub", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 23 January 2022 at 20:54 UTC.

The requested start date was Sunday, 23 January 2022 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 111-day, 21-hour, 45-minute period from Friday, 01 October 2021 at 18:12 UTC to Friday, 21 January 2022 at 15:58 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 : exchangeclub
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=269057
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267116
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267640

Top URLs in Tweet in G1:
[16] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265747
[16] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264234
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266787
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264639
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265201
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=263545
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269057
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267116
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266827
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267640

Top URLs in Tweet in G2:
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=264234
[8] 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=263545
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266787
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=266827
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265763
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=265201
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=267116
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=269057

Top URLs in Tweet in G3:
[3] http://BuyExchange.org
[3] http://buyexchange.org/2500giftcertificate-2.aspx
[2] http://buyexchange.org
[2] https://www.nationalexchangeclub.org/
[2] https://www.eventbrite.com/e/burg-exchange-annual-wine-down-tickets-168504380137
[1] https://www.pacer.org/bullying/nbpm/activity-kit/activity-kit.asp
[1] https://exchange.myeventscenter.com/
[1] https://myemail.constantcontact.com/subject.html?soid=1102534231567&aid=e97YrR3bWEI
[1] http://buyexchange.org/blueanniversaryt-shirt.aspx
[1] https://www.facebook.com/login/?next=https%3A%2F%2Fwww.facebook.com%2Fdonate%2F510550873243933%2F

Top URLs in Tweet in G6:
[1] https://niceville.com/2021-veterans-day-prayer-breakfast-is-nov-11/

Top URLs in Tweet in G7:
[1] https://www.ncbeerguys.com/north_carolina_beer_event_info/6th-annual-durham-blues-brews-festival/
[1] https://durhambluesandbrewsfestival.com/tickets.htm

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[248] exchangestrong
[49] bigdata
[41] exchangecares
[40] xcmemphis
[30] twitter
[13] nodexl
[13] exchangeclub
[12] socialmedia
[6] linux
[6] flutter



Top Hashtags in Tweet in G1:
[153] exchangestrong
[24] bigdata
[18] twitter
[13] xcmemphis
[13] exchangecares
[13] nodexl
[12] socialmedia
[6] flutter
[6] linux
[5] salesforce

Top Hashtags in Tweet in G2:
[84] exchangestrong
[27] exchangecares
[27] xcmemphis
[25] bigdata
[12] twitter
[6] exchangeclub
[1] americanism

Top Hashtags in Tweet in G3:
[11] exchangestrong
[5] nationalbullyingpreventionmonth
[5] veteransday
[4] worldbullyingpreventionmonth
[4] americanism
[2] courtofhonor
[2] growth
[2] levelup
[2] 30daysofgratitude
[2] apparel

Top Hashtags in Tweet in G6:
[2] exchangeclub
[1] veteransday
[1] nicevillefla

Top Hashtags in Tweet in G8:
[2] flourishinglookslike
[1] giveawayentry
[1] exchangeclub
[1] childabuseprevention
[1] teamywcachi

Top Words
Top Words in Tweet in Entire Graph:
[419] docassar
[357] chidambara09
[337] exchangeclub
[325] this0499154500
[278] ingcolombo
[273] nodexl
[248] #exchangestrong
[239] mjoehlerich
[214] procurement2030
[177] supplychain2030

Top Words in Tweet in G1:
[268] docassar
[221] chidambara09
[213] this0499154500
[199] nodexl
[173] exchangeclub
[173] ingcolombo
[161] mjoehlerich
[153] #exchangestrong
[126] procurement2030
[100] supplychain2030

Top Words in Tweet in G2:
[131] docassar
[116] chidambara09
[112] exchangeclub
[97] ingcolombo
[92] this0499154500
[84] #exchangestrong
[74] nodexl
[68] procurement2030
[58] mjoehlerich
[57] procurementstar

Top Words in Tweet in G3:
[32] exchangeclub
[20] exchange
[20] club
[11] #exchangestrong
[8] happy
[8] emma
[8] matthew
[6] past
[6] years
[6] national

Top Words in Tweet in G4:
[10] chidambara09
[10] this0499154500
[10] mjoehlerich
[10] supplychain2030
[10] procurement2030
[10] docassar
[10] exchangeclub
[10] procurementstar
[9] fluttbot
[9] ingcol

Top Words in Tweet in G5:
[10] chidambara09
[10] this0499154500
[10] mjoehlerich
[10] supplychain2030
[10] procurement2030
[10] docassar
[10] exchangeclub
[10] procurementstar
[7] ingcolombo
[5] flut

Top Words in Tweet in G6:
[2] community
[2] #exchangeclub
[2] veterans

Top Words in Tweet in G7:
[3] blues
[2] save
[2] durham
[2] brews
[2] 2022
[2] exchangeclub_gd
[2] nov

Top Words in Tweet in G8:
[2] #flourishinglookslike
[2] child
[2] safe
[2] home
[2] caregiver
[2] resources
[2] support
[2] need
[2] thrive

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[192] #exchangestrong,nodexl
[158] nodexl,chidambara09
[154] chidambara09,this0499154500
[153] this0499154500,mjoehlerich
[111] mjoehlerich,ingcolombo
[90] docassar,#exchangestrong
[84] docassar,exchangeclub
[77] exchangeclub,procurement2030
[74] chidambara09,docassar
[70] ingcolombo,docassar

Top Word Pairs in Tweet in G1:
[135] #exchangestrong,nodexl
[109] nodexl,chidambara09
[97] this0499154500,mjoehlerich
[94] chidambara09,this0499154500
[76] mjoehlerich,ingcolombo
[64] docassar,#exchangestrong
[52] ingcolombo,docassar
[48] docassar,exchangeclub
[45] chidambara09,docassar
[41] exchangeclub,procurement2030

Top Word Pairs in Tweet in G2:
[57] #exchangestrong,nodexl
[49] nodexl,chidambara09
[48] chidambara09,this0499154500
[36] this0499154500,mjoehlerich
[28] exchangeclub,procurement2030
[27] mjoehlerich,ingcolombo
[27] top,hashtags
[27] hashtags,#exchangestrong
[26] docassar,#exchangestrong
[24] procurement2030,supplychain2030

Top Word Pairs in Tweet in G3:
[14] exchange,club
[4] october,#worldbullyingpreventionmonth
[4] #worldbullyingpreventionmonth,#nationalbullyingpreventionmonth
[4] #nationalbullyingpreventionmonth,share
[4] share,information
[4] information,help
[4] congratulations,emma
[4] emma,crider
[4] crider,matthew
[4] matthew,griffin

Top Word Pairs in Tweet in G4:
[10] this0499154500,mjoehlerich
[9] chidambara09,this0499154500
[9] procurement2030,docassar
[9] docassar,exchangeclub
[9] exchangeclub,procurementstar
[9] fluttbot,ingcol
[7] mjoehlerich,procurement2030
[7] procurementstar,supplychain2030
[7] supplychain2030,fluttbot
[2] mjoehlerich,supplychain2030

Top Word Pairs in Tweet in G5:
[10] this0499154500,mjoehlerich
[7] chidambara09,docassar
[7] docassar,this0499154500
[7] mjoehlerich,ingcolombo
[7] ingcolombo,exchangeclub
[7] exchangeclub,procurement2030
[7] procurement2030,supplychain2030
[7] supplychain2030,procurementstar
[5] procurementstar,flut
[3] chidambara09,this0499154500

Top Word Pairs in Tweet in G7:
[2] durham,blues
[2] blues,brews

Top Word Pairs in Tweet in G8:
[2] #flourishinglookslike,child
[2] child,safe
[2] safe,home
[2] home,caregiver
[2] caregiver,resources
[2] resources,support
[2] support,need
[2] need,thrive

Top Replied-To
Top Replied-To in Entire Graph:
@docassar
@chidambara09
@this0499154500
@michaelbathurst
@mjoehlerich
@betamoroney
@exchangeclub
@enilev
@enricomolinari
@evasmartai

Top Replied-To in G1:
@chidambara09
@docassar
@this0499154500
@mjoehlerich
@michaelbathurst
@betamoroney
@enilev
@enricomolinari
@evasmartai

Top Replied-To in G2:
@docassar
@this0499154500
@michaelbathurst

Top Replied-To in G3:
@exchangeclub
@bhsscounseling

Top Replied-To in G7:
@exchangeclub_gd

Top Mentioned
Top Mentioned in Entire Graph:
@chidambara09
@docassar
@exchangeclub
@this0499154500
@ingcolombo
@mjoehlerich
@procurement2030
@supplychain2030
@procurementstar
@fluttbot

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

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

Top Mentioned in G3:
@exchangeclub
@exchangeclublh
@bhsscounseling
@usc_taf
@alleneaglesfb
@cottonbowlgame
@rhs_eagles
@lakehighlandshs
@bhsspanthers
@pacer_nbpc

Top Mentioned in G4:
@chidambara09
@this0499154500
@mjoehlerich
@supplychain2030
@procurement2030
@docassar
@exchangeclub
@procurementstar
@fluttbot
@ingcol

Top Mentioned in G5:
@chidambara09
@this0499154500
@mjoehlerich
@supplychain2030
@procurement2030
@docassar
@exchangeclub
@procurementstar
@ingcolombo
@flut

Top Mentioned in G6:

Top Mentioned in G7:
@exchangeclub_gd

Top Mentioned in G8:
@abbyzechoz
@projecthelpdpg

Top Tweeters
Top Tweeters in Entire Graph:
@chidambara09
@xaelbot
@ipythonistabot
@morolswediu
@coder_487
@coderretweet
@fabriciosx
@fluttbot
@aprogrammerbot
@codewithtwitchi

Top Tweeters in G1:
@chidambara09
@coderretweet
@fabriciosx
@pythonexpertbot
@caring_mobile
@fmfrancoise
@salhaj
@pythonroboto
@producthunt
@kirkdborne

Top Tweeters in G2:
@ipythonistabot
@morolswediu
@fluttbot
@aprogrammerbot
@codewithtwitchi
@mjoehlerich
@michaelbathurst
@13wmaznews
@py_data_sci
@mpweirdopodcast

Top Tweeters in G3:
@fostercaretoday
@stopvirtuastalk
@david_e_powell
@daltonboy1986
@uclawbb
@exostrologist
@cottonbowlgame
@uhcougartf
@rhs_eagles
@exchangeclub

Top Tweeters in G4:
@coder_487
@botfordev
@goaidev
@lala35539674
@taylorwfarley
@ingcol

Top Tweeters in G5:
@xaelbot
@bills_bot
@botfemale
@flutterbyamey
@e_health_
@flut

Top Tweeters in G6:
@pa
@ea
@seaverforltgov
@nicevillefla

Top Tweeters in G7:
@ncbeerguys
@1stfieldofhonor
@exchangeclub_gd

Top Tweeters in G8:
@projecthelpdpg
@abbyzechoz