exchangeclub, Twitter, 3/16/2020 3:35:29 AM, 223019


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exchangeclub_2020-03-15_12-28-01.xlsx
exchangeclub_2020-03-15_12-28-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 16, 2020
Short Description:
exchangeclub via NodeXL http://bit.ly/2U2k1I8
@exchangeclub
@seekingseo4u
@chidambara09
@haq40488362
@donn_mendoza
@mom_cadet
@docassar
@filmregionsintl
@mjoehlerich
@chiefmikebrown

Top hashtags:
#exchangestrong
#exchangefits
#exchangeclub
#ai
#iot
#bigdata

Description:
Description
The graph represents a network of 214 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, 15 March 2020 at 19:28 UTC.

The requested start date was Sunday, 15 March 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 71-day, 14-hour, 11-minute period from Wednesday, 01 January 2020 at 04:53 UTC to Thursday, 12 March 2020 at 19:04 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 : 214
Unique Edges : 513
Edges With Duplicates : 1941
Total Edges : 2454
Number of Edge Types : 4
Mentions : 672
MentionsInRetweet : 1681
Replies to : 35
Tweet : 66
Self-Loops : 66
Reciprocated Vertex Pair Ratio : 0.0376266280752533
Reciprocated Edge Ratio : 0.0725244072524407
Connected Components : 9
Single-Vertex Connected Components : 6
Maximum Vertices in a Connected Component : 199
Maximum Edges in a Connected Component : 2432
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.77529
Graph Density : 0.0157298933789654
Modularity : 0.177468
NodeXL Version : 1.0.1.427
Data Import : The graph represents a network of 214 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, 15 March 2020 at 19:28 UTC.

The requested start date was Sunday, 15 March 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 71-day, 14-hour, 11-minute period from Wednesday, 01 January 2020 at 04:53 UTC to Thursday, 12 March 2020 at 19:04 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:
[36] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220831
[18] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=218450
[16] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=222286
[16] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=221842
[3] http://buyexchange.org/conventionmerchandise.aspx
[2] https://myemail.constantcontact.com/Exchange-s-February-FYI.html?soid=1102534231567&aid=ig5d-dMxhGg
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220282
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220257
[2] http://BuyExchange.org
[2] https://www.nationalexchangeclub.org/

Top URLs in Tweet in G1:
[16] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=218450
[16] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220831
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=221842
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=222286
[1] https://www.chinadaily.com.cn/a/202002/13/WS5e44a2cfa3101282172772c4.html
[1] https://arxiv.org/abs/2002.07734
[1] https://www.bloomberg.com/news/videos/2020-01-24/mit-s-brynjolfsson-on-technology-economies-and-taxes-video
[1] https://www.healthcareitnews.com/projects/2020-vision-whats-ahead-health-it-year-and-beyond
[1] https://www.theengineer.co.uk/ai-medical-diagnostics/
[1] http://www.technologynewschina.com/2020/02/the-new-coronavirus-what-is-it-and-how.html?m=1

Top URLs in Tweet in G2:
[20] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220831
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=222286
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=221842
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=218450
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220257
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220282

Top URLs in Tweet in G3:
[3] http://buyexchange.org/conventionmerchandise.aspx
[2] https://www.nationalexchangeclub.org/donors/
[2] http://BuyExchange.org
[2] https://www.nationalexchangeclub.org/
[2] https://myemail.constantcontact.com/Exchange-s-February-FYI.html?soid=1102534231567&aid=ig5d-dMxhGg
[1] https://nationaldaycalendar.com/january-9-2020-national-law-enforcement-appreciation-day-national-static-electricity-day-national-apricot-day/
[1] https://twitter.com/WolfpackIreland/status/1218176478430535680
[1] http://buyexchange.org/childabuseprevention.aspx
[1] https://www.youtube.com/watch?v=_xLrmaGMUek&t=15s
[1] https://video.buffer.com/v/5e2210269493c8588b497ac8

Top URLs in Tweet in G5:
[1] https://legaldeathcult.wordpress.com/

Top URLs in Tweet in G10:
[1] https://twitter.com/exchangeclub/status/1214636236696145921
[1] https://www.instagram.com/p/B8heRFPJBbk/?igshid=ao0vcjco6uds

Top Domains
Top Domains in Tweet in Entire Graph:
[90] nodexlgraphgallery.org
[8] buyexchange.org
[7] twitter.com
[6] nationalexchangeclub.org
[2] constantcontact.com
[1] qz.com
[1] scmp.com
[1] medicalxpress.com
[1] technologynewschina.com
[1] co.uk

Top Domains in Tweet in G1:
[45] nodexlgraphgallery.org
[1] com.cn
[1] arxiv.org
[1] bloomberg.com
[1] healthcareitnews.com
[1] co.uk
[1] technologynewschina.com
[1] medicalxpress.com
[1] scmp.com
[1] qz.com

Top Domains in Tweet in G2:
[45] nodexlgraphgallery.org

Top Domains in Tweet in G3:
[8] buyexchange.org
[6] nationalexchangeclub.org
[6] twitter.com
[2] constantcontact.com
[1] nationaldaycalendar.com
[1] youtube.com
[1] buffer.com
[1] nationalservice.gov
[1] forbes.com
[1] portalbuzz.com

Top Domains in Tweet in G5:
[1] wordpress.com

Top Domains in Tweet in G10:
[1] twitter.com
[1] instagram.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[125] exchangestrong
[55] exchangefits
[51] exchangeclub
[43] ai
[28] iot
[25] bigdata
[23] exchangefit
[12] growexchange
[12] twitter
[10] digital



Top Hashtags in Tweet in G1:
[46] exchangestrong
[30] ai
[28] exchangeclub
[21] bigdata
[21] iot
[12] twitter
[10] exchangefit
[10] digital
[9] exchangefits
[9] healthcare

Top Hashtags in Tweet in G2:
[56] exchangestrong
[15] exchangefits
[13] exchangefit
[13] exchangeclub
[13] ai
[7] iot
[6] givingtuesday
[4] bigdata
[3] utah
[1] valentinesday

Top Hashtags in Tweet in G3:
[31] exchangefits
[23] exchangestrong
[12] growexchange
[10] xccolosprings
[6] kkidpride
[5] exchangecares
[5] unityforservice
[4] preventionofchildabuse
[4] nationalproject
[3] americanism

Top Hashtags in Tweet in G6:
[1] pantherpride

Top Hashtags in Tweet in G9:
[1] exchangeclub
[1] youthofthemonth
[1] hwpo

Top Hashtags in Tweet in G10:
[7] exchangeclub
[4] triviatuesday
[4] trivianight
[4] napervilleexchangeclub
[4] rosacortez
[4] members
[2] triviadehoy
[2] meeting
[2] tacotuesday
[2] bestday

Top Words
Top Words in Tweet in Entire Graph:
[232] Words in Sentiment List#1: Positive
[40] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[7072] Non-categorized Words
[7344] Total Words
[278] exchangeclub
[267] docassar
[240] chidambara09
[217] seekingseo4u
[178] uitsteln

Top Words in Tweet in G1:
[151] docassar
[137] chidambara09
[133] exchangeclub
[124] seekingseo4u
[117] nodexl
[82] uitsteln
[76] xcmuskogee
[64] mjoehlerich
[50] exchangedurham
[47] xchanover

Top Words in Tweet in G2:
[101] docassar
[99] exchangeclub
[90] uitsteln
[86] chidambara09
[84] xcmuskogee
[78] seekingseo4u
[75] mjoehlerich
[58] exchangedurham
[58] xchanover
[56] #exchangestrong

Top Words in Tweet in G3:
[32] exchangeclub
[31] #exchangefits
[27] national
[23] #exchangestrong
[20] club
[19] exchange
[15] convention
[12] #growexchange
[10] members
[10] #xccolosprings

Top Words in Tweet in G4:
[13] chidambara09
[11] exchangeclub
[11] seekingseo4u
[11] docassar
[7] exchange
[6] uitsteln
[6] xcmuskogee
[6] mjoehlerich
[6] leadersadam
[6] exchangedurham

Top Words in Tweet in G6:
[9] rockstar
[9] rlasdistrict116
[9] rlhspanthers
[9] student
[9] ashley
[9] rodriquez
[9] talking
[9] rlaexchange
[9] club
[9] improve

Top Words in Tweet in G8:
[4] seekingseo4u
[4] ai
[4] helps
[4] predict
[4] heart
[4] attacks
[4] stroke
[4] drspangenberg
[4] jack_rgjk
[4] mvollmer1

Top Words in Tweet in G9:
[7] very
[7] proud
[7] marissa
[7] shiland
[7] being
[7] honored
[7] exchange
[7] club
[7] danbury
[7] youth

Top Words in Tweet in G10:
[7] #exchangeclub
[6] love
[5] club
[4] #triviatuesday
[4] #trivianight
[4] #napervilleexchangeclub
[4] #rosacortez
[4] #members
[3] exchange
[2] wheelerconnie

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[148] xcmuskogee,exchangeclub
[131] exchangeclub,mjoehlerich
[120] docassar,uitsteln
[102] uitsteln,xcmuskogee
[91] exchangedurham,xchanover
[70] #exchangestrong,nodexl
[54] nodexl,docassar
[52] mjoehlerich,leadersadam
[52] seekingseo4u,docassar
[49] chidambara09,seekingseo4u

Top Word Pairs in Tweet in G1:
[66] xcmuskogee,exchangeclub
[58] exchangeclub,mjoehlerich
[56] docassar,uitsteln
[47] uitsteln,xcmuskogee
[39] exchangedurham,xchanover
[29] likely75463987,donn_mendoza
[29] donn_mendoza,docassar
[29] #exchangestrong,nodexl
[26] nodexl,exchangeclub
[26] chidambara09,seekingseo4u

Top Word Pairs in Tweet in G2:
[76] xcmuskogee,exchangeclub
[67] exchangeclub,mjoehlerich
[62] docassar,uitsteln
[53] uitsteln,xcmuskogee
[48] exchangedurham,xchanover
[41] #exchangestrong,nodexl
[31] nodexl,docassar
[28] leadersadam,seekingseo4u
[28] seekingseo4u,exchangedurham
[27] mjoehlerich,leadersadam

Top Word Pairs in Tweet in G3:
[14] national,convention
[8] #exchangestrong,#exchangefits
[8] colorado,springs
[6] #exchangefits,#growexchange
[6] opening,event
[6] congratulations,exchangeclub
[6] exchangeclub,students
[6] students,month
[6] month,cole
[6] cole,emily

Top Word Pairs in Tweet in G4:
[7] chidambara09,seekingseo4u
[6] xcmuskogee,exchangeclub
[6] exchangeclub,mjoehlerich
[6] mjoehlerich,leadersadam
[4] seekingseo4u,exchangeclub
[4] exchangeclub,likely75463987
[4] likely75463987,donn_mendoza
[4] donn_mendoza,docassar
[4] docassar,kidstalk_cac
[4] kidstalk_cac,gamergeeknews

Top Word Pairs in Tweet in G6:
[9] rockstar,rlasdistrict116
[9] rlasdistrict116,rlhspanthers
[9] rlhspanthers,student
[9] student,ashley
[9] ashley,rodriquez
[9] rodriquez,talking
[9] talking,rlaexchange
[9] rlaexchange,club
[9] club,improve
[8] donn_mendoza,rockstar

Top Word Pairs in Tweet in G8:
[4] seekingseo4u,ai
[4] ai,helps
[4] helps,predict
[4] predict,heart
[4] heart,attacks
[4] attacks,stroke
[4] stroke,drspangenberg
[4] drspangenberg,jack_rgjk
[4] jack_rgjk,mvollmer1
[4] mvollmer1,docassar

Top Word Pairs in Tweet in G9:
[7] very,proud
[7] proud,marissa
[7] marissa,shiland
[7] shiland,being
[7] being,honored
[7] honored,exchange
[7] exchange,club
[7] club,danbury
[7] danbury,youth
[7] youth,month

Top Word Pairs in Tweet in G10:
[4] love,love
[3] exchange,club
[2] waiting,event
[2] event,start
[2] start,#triviatuesday
[2] #triviatuesday,#triviadehoy
[2] #triviadehoy,#trivianight
[2] #trivianight,#exchangeclub
[2] #exchangeclub,#napervilleexchangeclub
[2] #napervilleexchangeclub,#rosacortez

Top Replied-To
Top Replied-To in Entire Graph:
@seekingseo4u
@docassar
@chidambara09
@uitsteln
@metoscm
@topcybernews
@haroldsinnott
@wolfpackireland
@aplusk
@experiencejxn

Top Replied-To in G1:
@seekingseo4u
@docassar
@chidambara09
@uitsteln
@haroldsinnott
@metoscm

Top Replied-To in G2:
@chidambara09
@topcybernews
@docassar
@wolfpackireland

Top Replied-To in G3:
@aplusk
@experiencejxn

Top Replied-To in G7:
@mattyglesias

Top Mentioned
Top Mentioned in Entire Graph:
@exchangeclub
@docassar
@chidambara09
@seekingseo4u
@xcmuskogee
@uitsteln
@mjoehlerich
@exchangedurham
@xchanover
@leadersadam

Top Mentioned in G1:
@docassar
@chidambara09
@exchangeclub
@seekingseo4u
@xcmuskogee
@uitsteln
@mjoehlerich
@nodexl
@exchangedurham
@xchanover

Top Mentioned in G2:
@exchangeclub
@docassar
@chidambara09
@xcmuskogee
@uitsteln
@mjoehlerich
@seekingseo4u
@exchangedurham
@xchanover
@leadersadam

Top Mentioned in G3:
@exchangeclub
@nahs1619
@browardhealth
@jtvjackson
@mlivemediagroup
@mpffu
@mcnye
@optimistclubs
@rodeohouston
@womenoftoledo

Top Mentioned in G4:
@chidambara09
@exchangeclub
@seekingseo4u
@docassar
@uitsteln
@xcmuskogee
@mjoehlerich
@leadersadam
@exchangedurham
@xchanover

Top Mentioned in G5:
@lawnatural
@eastcoastmusic
@overactivemedia
@haligonia
@printed_matter
@npratc
@sebi_india
@theitchyworms
@usaideconomic
@oldtakesexposed

Top Mentioned in G6:
@rlasdistrict116
@rlhspanthers
@rlaexchange
@donn_mendoza
@exchangeclub

Top Mentioned in G7:
@pastors4okkids
@pastors4mskids
@pastors4flkids
@pastors4kykids
@pastors4txkids
@exchangeclub
@rotary
@lionsclubs
@vfwhq

Top Mentioned in G8:
@seekingseo4u
@drspangenberg
@jack_rgjk
@mvollmer1
@docassar
@chidambara09
@marshacollier
@sal

Top Mentioned in G9:
@kcdurk
@henryabbotttech

Top Mentioned in G10:
@wheelerconnie

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@gamergeeknews
@chidambara09
@evankirstel
@cybersec_feeds
@marshacollier
@nytimes
@andrewmorrisuk
@brucevh
@akwyz

Top Tweeters in G1:
@sectest9
@chidambara09
@evankirstel
@cybersec_feeds
@brucevh
@akwyz
@grattonboy
@grattongirl
@ipfconline1
@cybersecurityn8

Top Tweeters in G2:
@andrewmorrisuk
@taieb_bot
@mjoehlerich
@websecurityit
@topcybernews
@hubofml
@hernangraffe
@brainroaring
@gentoobot
@cephalopodluke2

Top Tweeters in G3:
@nytimes
@ksalerno
@jtvjackson
@timtepes
@aplusk
@mhkeller
@pcaamerica
@thorn
@rodeohouston
@joyoglesby

Top Tweeters in G4:
@gamergeeknews
@digital_mine_
@llnuxbot
@jblefevre60
@wef
@linuxdreams
@haroldsinnott
@guzmand
@iot_monitor
@david_green_uk

Top Tweeters in G5:
@haligonia
@oldtakesexposed
@lawnatural
@eastcoastmusic
@npratc
@theitchyworms
@heartmindersnig
@sebi_india
@usaideconomic
@rootcauseco

Top Tweeters in G6:
@msfrancisco
@rlhspanthers
@alejandracrod
@rlasdistrict116
@rlhsstuco
@donn_mendoza
@marm3ntal
@mellreadsbooks
@fatimagiron7
@sebastiann_103

Top Tweeters in G7:
@rotary
@lionsclubs
@mom_cadet
@pastors4txkids
@vfwhq
@pastors4okkids
@mattyglesias
@pastors4kykids
@pastors4flkids
@pastors4mskids

Top Tweeters in G8:
@marshacollier
@mvollmer1
@thomashilbig2
@supplychain2030
@dahl_consult
@victoryabro
@jack_rgjk
@drspangenberg
@sal

Top Tweeters in G9:
@asham63
@henryabbotttech
@abbottathletics
@marbova
@kcdurk
@tech_abbott
@bovasbova

Top Tweeters in G10:
@wheelerconnie
@okgunner2002
@tchsbluedevils
@ajordan_kelley
@iamrosacortez
@thepowerofreina


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