#exchangestrong, Twitter, 4/26/2020 3:06:15 PM, 225595


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#exchangestrong_2020-04-26_05-02-03.xlsx
#exchangestrong_2020-04-26_05-02-03.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 26, 2020
Short Description:
#exchangestrong via NodeXL https://bit.ly/3eQtc8g
@seekingseo4u
@chidambara09
@exchangeclub
@grattongirl
@docassar
@ingcolombo
@xcmuskogee
@nicochan33
@exchangeclublh
@projecthelpdpg

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

Description:
Description
The graph represents a network of 328 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 April 2020 at 12:02 UTC.

The requested start date was Sunday, 26 April 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 82-day, 23-hour, 12-minute period from Saturday, 01 February 2020 at 19:12 UTC to Friday, 24 April 2020 at 18:25 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 : 328
Unique Edges : 1209
Edges With Duplicates : 4045
Total Edges : 5254
Number of Edge Types : 5
Retweet : 592
MentionsInRetweet : 3360
Mentions : 1251
Replies to : 23
Tweet : 28
Self-Loops : 97
Reciprocated Vertex Pair Ratio : 0.0423188405797101
Reciprocated Edge Ratio : 0.0812013348164627
Connected Components : 5
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 324
Maximum Edges in a Connected Component : 5251
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.106669
Graph Density : 0.0167636309390617
Modularity : 0.160031
NodeXL Version : 1.0.1.431
Data Import : The graph represents a network of 328 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 April 2020 at 12:02 UTC.

The requested start date was Sunday, 26 April 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 82-day, 23-hour, 12-minute period from Saturday, 01 February 2020 at 19:12 UTC to Friday, 24 April 2020 at 18:25 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:
[36] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220831
[27] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223455
[22] 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
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223004
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=224452
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219258
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223978
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223019

Top URLs in Tweet in G1:
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=218450
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220831
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223455
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223004
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=224452
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219258
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=221842
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=222286
[2] http://www.connectedaction.net/shop/
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223978

Top URLs in Tweet in G2:
[17] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220831
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223455
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=221842
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=222286
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223004
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=224452
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=218450
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223019
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223978
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=225226

Top URLs in Tweet in G3:
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220831
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223455
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=222286
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=218450
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=221842
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223004
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219258
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=224452

Top URLs in Tweet in G6:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223978

Top URLs in Tweet in G7:
[1] https://www.youtube.com/watch?v=k176wJo-1TM

[1] https://twitter.com/exchangeclub/status/1249682389418344450
[1] https://www.youtube.com/watch?v=bZ49RjkzLx0


Top URLs in Tweet in G8:
[1] http://publicaffairs-sme.com/FamilyServingFamily/2020/03/30/exchange-grab-and-go-school-meals-nourish-spirits-throughout-military-communities-during-covid-19/
[1] https://www.facebook.com/owatonnaexchange/photos/a.678751072166030/3382675051773605/?type=3

Top Domains
Top Domains in Tweet in Entire Graph:
[170] nodexlgraphgallery.org
[5] scmp.com
[4] twitter.com
[3] bbc.com
[3] youtube.com
[2] iottechnews.com
[2] cnn.com
[2] cmswire.com
[2] technologynewschina.com
[2] yahoo.com

Top Domains in Tweet in G1:
[59] nodexlgraphgallery.org
[5] scmp.com
[3] bbc.com
[2] connectedaction.net
[2] businessinsider.com
[2] co.uk
[2] techinasia.com
[2] iottechnews.com
[2] cmswire.com
[2] technologynewschina.com

Top Domains in Tweet in G2:
[73] nodexlgraphgallery.org
[3] twitter.com
[2] constantcontact.com
[1] wfxl.com
[1] buyexchange.org
[1] nationalexchangeclub.org
[1] zoom.us
[1] facebook.com

Top Domains in Tweet in G3:
[36] nodexlgraphgallery.org

Top Domains in Tweet in G6:
[2] nodexlgraphgallery.org

Top Domains in Tweet in G7:
[2] youtube.com
[1] twitter.com

Top Domains in Tweet in G8:
[1] publicaffairs-sme.com
[1] facebook.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[289] exchangestrong
[104] ai
[75] iot
[51] bigdata
[50] exchangefits
[43] exchangeclub
[35] exchangefit
[25] data
[18] twitter
[16] datascience



Top Hashtags in Tweet in G1:
[118] exchangestrong
[62] ai
[40] iot
[22] data
[18] bigdata
[14] exchangefits
[13] exchangeclub
[12] exchangefit
[6] datascience
[4] twitter

Top Hashtags in Tweet in G2:
[122] exchangestrong
[29] ai
[26] bigdata
[25] iot
[25] exchangefits
[19] exchangeclub
[14] twitter
[12] exchangefit
[10] healthcare
[10] datascience

Top Hashtags in Tweet in G3:
[40] exchangestrong
[13] ai
[11] exchangefits
[11] exchangefit
[11] exchangeclub
[10] iot
[7] bigdata
[3] givingtuesday
[1] data
[1] fintech

Top Hashtags in Tweet in G6:
[2] exchangestrong

Top Hashtags in Tweet in G7:
[4] exchangestrong
[2] preventchildabuse
[2] teamywcachi
[2] napervilleexchangeclub
[2] projecthelpdupage
[1] exchangecares
[1] childabuseprevention
[1] naperville
[1] bluemondays

Top Hashtags in Tweet in G8:
[3] exchangestrong
[1] korea
[1] europe
[1] okinawa
[1] japan
[1] exchangeassoc
[1] owatonnaexchange
[1] steelecountyexchange

Top Words
Top Words in Tweet in Entire Graph:
[284] Words in Sentiment List#1: Positive
[236] Words in Sentiment List#2: Negative
[8] Words in Sentiment List#3: Angry/Violent
[12835] Non-categorized Words
[13355] Total Words
[621] seekingseo4u
[480] docassar
[415] chidambara09
[356] nodexl
[289] #exchangestrong

Top Words in Tweet in G1:
[194] seekingseo4u
[170] docassar
[149] chidambara09
[131] nodexl
[118] #exchangestrong
[108] grattongirl
[104] antgrasso
[73] exchangeclub
[62] #ai
[54] onreact

Top Words in Tweet in G2:
[198] seekingseo4u
[181] docassar
[149] chidambara09
[133] exchangeclub
[132] nodexl
[122] #exchangestrong
[99] xcmuskogee
[92] uitsteln
[78] mjoehlerich
[72] grattongirl

Top Words in Tweet in G3:
[178] seekingseo4u
[110] docassar
[105] chidambara09
[84] nodexl
[68] grattongirl
[57] mvollmer1
[57] uitsteln
[51] exchangeclub
[42] xcmuskogee
[40] #exchangestrong

Top Words in Tweet in G4:
[18] seekingseo4u
[14] drspangenberg
[14] mvollmer1
[14] sallyeaves
[14] victoryabro
[14] jack_rgjk
[10] coronavirus
[8] stretching
[8] facebook
[8] limits

Top Words in Tweet in G5:
[13] seekingseo4u
[13] grattonboy
[13] grattongirl
[6] antgrasso
[6] docassar
[5] israeli
[5] doctor
[5] italy
[5] longer
[5] help

Top Words in Tweet in G6:
[20] seekingseo4u
[13] dahl_consult
[11] docassar
[9] spnlocal
[9] grattongirl
[8] chidambara09
[8] antgrasso
[7] nodexl
[5] microinfluencer
[5] marketing

Top Words in Tweet in G7:
[7] thank
[6] exchange
[6] club
[6] naperville
[5] happy
[5] volunteer
[5] appreciation
[5] week
[4] making
[4] work

Top Words in Tweet in G8:
[3] #exchangestrong
[2] members
[2] masks
[2] child

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[132] docassar,nodexl
[131] #exchangestrong,nodexl
[130] chidambara09,docassar
[105] xcmuskogee,exchangeclub
[102] seekingseo4u,docassar
[89] exchangeclub,mjoehlerich
[87] docassar,uitsteln
[86] nodexl,seekingseo4u
[73] uitsteln,xcmuskogee
[72] docassar,chidambara09

Top Word Pairs in Tweet in G1:
[62] docassar,nodexl
[51] chidambara09,docassar
[40] #exchangestrong,nodexl
[35] #exchangestrong,#ai
[34] artificial,intelligence
[32] nicochan33,nonyabinis
[31] grattongirl,grattonboy
[29] docassar,chidambara09
[28] thenathanone,nicochan33
[28] antgrasso,ipfconline1

Top Word Pairs in Tweet in G2:
[61] #exchangestrong,nodexl
[56] xcmuskogee,exchangeclub
[51] seekingseo4u,docassar
[48] exchangeclub,mjoehlerich
[42] nodexl,seekingseo4u
[41] docassar,uitsteln
[40] chidambara09,docassar
[35] uitsteln,xcmuskogee
[34] exchangeclub,grattongirl
[28] mjoehlerich,leadersadam

Top Word Pairs in Tweet in G3:
[42] docassar,nodexl
[33] chidambara09,docassar
[28] #exchangestrong,nodexl
[28] xcmuskogee,exchangeclub
[25] seekingseo4u,coronavirus
[25] seekingseo4u,docassar
[25] enricomolinari,mvollmer1
[24] exchangeclub,mjoehlerich
[23] docassar,uitsteln
[22] evankirstel,enricomolinari

Top Word Pairs in Tweet in G4:
[14] drspangenberg,mvollmer1
[14] mvollmer1,sallyeaves
[14] sallyeaves,victoryabro
[14] victoryabro,jack_rgjk
[10] seekingseo4u,coronavirus
[8] coronavirus,stretching
[8] stretching,facebook
[8] facebook,limits
[8] limits,drspangenberg
[8] jack_rgjk,vanri

Top Word Pairs in Tweet in G5:
[7] grattonboy,grattongirl
[6] grattongirl,grattonboy
[5] seekingseo4u,israeli
[5] israeli,doctor
[5] doctor,italy
[5] italy,longer
[5] longer,help
[5] help,those
[5] those,over
[5] over,60

Top Word Pairs in Tweet in G6:
[5] chidambara09,docassar
[5] docassar,nodexl
[5] seekingseo4u,microinfluencer
[5] microinfluencer,marketing
[5] marketing,enterprise
[5] enterprise,tech
[5] tech,companies
[5] companies,getting
[5] getting,done
[5] done,spnlocal

Top Word Pairs in Tweet in G7:
[6] exchange,club
[5] happy,volunteer
[5] volunteer,appreciation
[5] appreciation,week
[5] thank,exchange
[5] club,naperville
[4] week,thank
[4] naperville,making
[4] making,work
[4] work,possible

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@seekingseo4u
@docassar
@chidambara09
@grattongirl
@exchangeclub
@uitsteln
@nodexl
@xcmuskogee
@antgrasso
@mjoehlerich

Top Mentioned in G1:
@seekingseo4u
@docassar
@chidambara09
@grattongirl
@antgrasso
@nodexl
@exchangeclub
@onreact
@mvollmer1
@uitsteln

Top Mentioned in G2:
@seekingseo4u
@docassar
@chidambara09
@exchangeclub
@xcmuskogee
@uitsteln
@mjoehlerich
@grattongirl
@ingcolombo
@nodexl

Top Mentioned in G3:
@seekingseo4u
@chidambara09
@docassar
@grattongirl
@uitsteln
@mvollmer1
@nodexl
@exchangeclub
@xcmuskogee
@mjoehlerich

Top Mentioned in G4:
@seekingseo4u
@drspangenberg
@mvollmer1
@sallyeaves
@victoryabro
@jack_rgjk
@vanri
@aaronauldde
@grattongirl

Top Mentioned in G5:
@seekingseo4u
@grattonboy
@grattongirl
@antgrasso
@docassar
@lindagrass0
@no
@antgra
@chidambara09
@ingcolombo

Top Mentioned in G6:
@seekingseo4u
@dahl_consult
@docassar
@spnlocal
@grattongirl
@chidambara09
@antgrasso
@nodexl
@katy7109
@ch

Top Mentioned in G7:
@projecthelpdpg
@exchangeclub

Top Tweeters
Top Tweeters in Entire Graph:
@marshawright
@sectest9
@chidambara09
@gamergeeknews
@evankirstel
@deejayiwan
@cybersec_feeds
@lorimoreno
@ronaldclarke
@calcaware

Top Tweeters in G1:
@marshawright
@marshacollier
@nicochan33
@trippbraden
@brucevh
@jvcrum
@vivmilano
@lorishemek
@ipfconline1
@j082298

Top Tweeters in G2:
@chidambara09
@gamergeeknews
@cybersec_feeds
@lorimoreno
@ronaldclarke
@taieb_bot
@mjoehlerich
@openmarketingtv
@markmichdomnic
@llnuxbot

Top Tweeters in G3:
@evankirstel
@deejayiwan
@andrewmorrisuk
@akwyz
@data_nerd
@jonathanotcher1
@ssxman2
@grattongirl
@websecurityit
@nensoniuch

Top Tweeters in G4:
@vivianfrancos
@urbansqr
@imnickhuber
@corix_jc
@corixpartners
@sallyeaves
@avimimoun
@mary_gambara
@transform_sec
@sulefati7

Top Tweeters in G5:
@calcaware
@gezgintrk
@grattonboy
@zaroonrkhan
@ccprakay
@robinheed
@thomashilbig2
@alejandrom2d
@pscisx
@drchris_hansen_

Top Tweeters in G6:
@sectest9
@2601manish
@cybersecurityn8
@ch
@hazloe3
@lysapreneur
@microsmallbusi1
@kjkirby
@dahl_consult
@spnlocal

Top Tweeters in G7:
@ywcachicago
@serveillinois
@ssitawi
@projecthelpdpg

Top Tweeters in G8:
@a
@exchangeassoc
@cardashroll
@exnorthwillco


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