#exchangestrong, Twitter, 5/17/2020 7:07:33 PM, 226818


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#exchangestrong_2020-05-17_05-02-04.xlsx
#exchangestrong_2020-05-17_05-02-04.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 17, 2020
Short Description:
#exchangestrong via NodeXL https://bit.ly/3fXuv64
@seekingseo4u
@chidambara09
@docassar
@uitsteln
@grattongirl
@exchangeclub
@ingcolombo
@mvollmer1
@exchangeclublh
@projecthelpdpg

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

Description:
Description
The graph represents a network of 315 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, 17 May 2020 at 12:02 UTC.

The requested start date was Sunday, 17 May 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 75-day, 3-hour, 13-minute period from Sunday, 01 March 2020 at 12:13 UTC to Friday, 15 May 2020 at 15:26 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 : 315
Unique Edges : 1147
Edges With Duplicates : 3019
Total Edges : 4166
Number of Edge Types : 5
Mentions : 1037
Retweet : 482
MentionsInRetweet : 2597
Replies to : 18
Tweet : 32
Self-Loops : 85
Reciprocated Vertex Pair Ratio : 0.0397476340694006
Reciprocated Edge Ratio : 0.0764563106796116
Connected Components : 7
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 308
Maximum Edges in a Connected Component : 4160
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.129439
Graph Density : 0.0166616115660702
Modularity : 0.188204
NodeXL Version : 1.0.1.432
Data Import : The graph represents a network of 315 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, 17 May 2020 at 12:02 UTC.

The requested start date was Sunday, 17 May 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 75-day, 3-hour, 13-minute period from Sunday, 01 March 2020 at 12:13 UTC to Friday, 15 May 2020 at 15:26 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:
[27] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223455
[16] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=222286
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223004
[12] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=224452
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223978
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223019
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=226107
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=218450
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=225690
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=225595

Top URLs in Tweet in G1:
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223455
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223004
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=222286
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=224452
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223019
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219258
[1] https://www.foxbusiness.com/technology/huawei-extension-chinese-surveillance-canada
[1] https://www.scmp.com/news/china/society/article/3065022/coronavirus-why-do-recovered-patients-test-positive-again
[1] https://www.businessinsider.com/experts-explain-what-happens-if-trump-trudeau-johnson-catch-coronavirus-2020-3
[1] https://www.grunge.com/177730/the-scariest-predictions-that-may-come-true-in-the-next-decade/sl/?utm_campaign=clip

Top URLs in Tweet in G2:
[21] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223455
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=222286
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223004
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=224452
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=226107
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223019
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223978
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=225595
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=225690
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=218450

Top URLs in Tweet in G4:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223978
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=224452

Top URLs in Tweet in G6:
[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 URLs in Tweet in G7:
[1] https://www.facebook.com/ywcachicago/videos/271702397293628/?t=2
[1] https://www.intentgen.com/
[1] https://twitter.com/exchangeclub/status/1249682389418344450
[1] https://www.youtube.com/watch?v=bZ49RjkzLx0

[1] https://www.youtube.com/watch?v=k176wJo-1TM

[1] https://exchangeclub.org/
[1] https://www.facebook.com/events/1921327921331920/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[224] exchangestrong
[84] ai
[65] iot
[45] bigdata
[35] exchangefits
[29] exchangeclub
[25] data
[18] exchangefit
[17] twitter
[14] datascience



Top Hashtags in Tweet in G1:
[79] exchangestrong
[52] ai
[33] iot
[22] data
[11] bigdata
[6] datascience
[5] exchangefits
[5] exchangeclub
[4] twitter
[4] exchangefit

Top Hashtags in Tweet in G2:
[128] exchangestrong
[34] bigdata
[32] ai
[32] iot
[30] exchangefits
[24] exchangeclub
[14] exchangefit
[13] twitter
[9] healthcare
[8] digital

Top Hashtags in Tweet in G4:
[3] exchangestrong

Top Hashtags in Tweet in G6:
[3] exchangestrong
[1] korea
[1] europe
[1] okinawa
[1] japan
[1] exchangeassoc
[1] owatonnaexchange
[1] steelecountyexchange

Top Hashtags in Tweet in G7:
[9] exchangestrong
[7] teamywcachi
[5] projecthelpdupage
[2] exchangecares
[2] napervilleexchangeclub
[2] childabuseprevention
[2] naperville
[2] preventchildabuse
[1] donate
[1] support

Top Hashtags in Tweet in G8:
[2] exchangestrong
[2] exchangemi

Top Words
Top Words in Tweet in Entire Graph:
[247] Words in Sentiment List#1: Positive
[218] Words in Sentiment List#2: Negative
[8] Words in Sentiment List#3: Angry/Violent
[10993] Non-categorized Words
[11458] Total Words
[519] seekingseo4u
[337] docassar
[291] chidambara09
[276] grattongirl
[264] nodexl

Top Words in Tweet in G1:
[157] seekingseo4u
[131] grattongirl
[128] docassar
[116] chidambara09
[94] nodexl
[91] antgrasso
[79] #exchangestrong
[75] grattonboy
[52] #ai
[45] mvollmer1

Top Words in Tweet in G2:
[241] seekingseo4u
[184] docassar
[155] chidambara09
[151] nodexl
[128] #exchangestrong
[120] exchangeclub
[120] grattongirl
[77] ingcolombo
[66] xcmuskogee
[56] uitsteln

Top Words in Tweet in G3:
[78] seekingseo4u
[44] mvollmer1
[29] coronavirus
[26] drspangenberg
[22] grattongirl
[20] sallyeaves
[20] victoryabro
[20] jack_rgjk
[18] docassar
[16] chidambara09

Top Words in Tweet in G4:
[42] seekingseo4u
[23] antgrasso
[22] onreact
[18] thenathanone
[17] artificial
[17] intelligence
[17] lives
[17] today
[17] nicochan33
[17] nonyabinis

Top Words in Tweet in G6:
[3] #exchangestrong
[2] members
[2] masks
[2] child

Top Words in Tweet in G7:
[9] thank
[9] #exchangestrong
[7] exchange
[7] club
[7] naperville
[7] #teamywcachi
[5] happy
[5] volunteer
[5] appreciation
[5] week

Top Words in Tweet in G8:
[2] rvp
[2] jeff
[2] young
[2] inspiring
[2] michigan
[2] district
[2] #exchangestrong
[2] #exchangemi

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[127] chidambara09,docassar
[116] docassar,nodexl
[99] nodexl,seekingseo4u
[88] #exchangestrong,nodexl
[83] seekingseo4u,docassar
[73] grattongirl,grattonboy
[72] exchangeclub,grattongirl
[57] docassar,chidambara09
[50] chidambara09,exchangeclub
[49] #exchangestrong,#ai

Top Word Pairs in Tweet in G1:
[67] docassar,nodexl
[54] chidambara09,docassar
[47] grattongirl,grattonboy
[34] #exchangestrong,#ai
[26] antgrasso,lindagrass0
[23] docassar,chidambara09
[21] grattonboy,grattongirl
[19] grattonboy,antgrasso
[17] #ai,#iot
[17] seekingseo4u,docassar

Top Word Pairs in Tweet in G2:
[80] nodexl,seekingseo4u
[69] #exchangestrong,nodexl
[64] seekingseo4u,docassar
[62] chidambara09,docassar
[61] exchangeclub,grattongirl
[37] chidambara09,exchangeclub
[33] docassar,nodexl
[32] docassar,chidambara09
[30] grattongirl,mjoehlerich
[28] docassar,seekingseo4u

Top Word Pairs in Tweet in G3:
[20] seekingseo4u,coronavirus
[20] drspangenberg,mvollmer1
[20] mvollmer1,sallyeaves
[20] sallyeaves,victoryabro
[20] victoryabro,jack_rgjk
[15] docassar,nodexl
[13] covid,19
[11] seekingseo4u,trial
[11] trial,drug
[11] drug,significantly

Top Word Pairs in Tweet in G4:
[17] seekingseo4u,artificial
[17] artificial,intelligence
[17] intelligence,lives
[17] lives,today
[17] today,thenathanone
[17] thenathanone,nicochan33
[17] nicochan33,nonyabinis
[17] nonyabinis,onreact
[17] onreact,antgrasso
[17] antgrasso,ipfconline1

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

Top Word Pairs in Tweet in G8:
[2] rvp,jeff
[2] jeff,young
[2] young,inspiring
[2] inspiring,michigan
[2] michigan,district
[2] district,#exchangestrong
[2] #exchangestrong,#exchangemi

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@seekingseo4u
@docassar
@chidambara09
@grattongirl
@nodexl
@antgrasso
@exchangeclub
@mvollmer1
@grattonboy
@enricomolinari

Top Mentioned in G1:
@seekingseo4u
@grattongirl
@docassar
@chidambara09
@antgrasso
@nodexl
@grattonboy
@mvollmer1
@lindagrass0
@dahl_consult

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

Top Mentioned in G3:
@seekingseo4u
@mvollmer1
@drspangenberg
@grattongirl
@sallyeaves
@victoryabro
@jack_rgjk
@docassar
@chidambara09
@nodexl

Top Mentioned in G4:
@seekingseo4u
@antgrasso
@onreact
@thenathanone
@nicochan33
@nonyabinis
@ipfconline1
@bruce
@enricomolinari
@mikequindazzi

Top Mentioned in G5:
@seekingseo4u
@nutritiousmind
@havenlust
@alicia_budhram
@leesaharrison
@choosetothrive
@amandaray02
@fogle_shane
@dahl_consult

Top Mentioned in G7:
@projecthelpdpg
@exchangeclub

Top Mentioned in G8:
@mayorkarnes

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

Top Tweeters in G1:
@marshawright
@deejayiwan
@lorimoreno
@calcaware
@marshacollier
@andrewmorrisuk
@trippbraden
@brucevh
@akwyz
@jvcrum

Top Tweeters in G2:
@chidambara09
@gamergeeknews
@ronaldclarke
@johnapp63499667
@nicochan33
@ssxman2
@mjoehlerich
@websecurityit
@openmarketingtv
@llnuxbot

Top Tweeters in G3:
@cybersec_feeds
@data_nerd
@stuartsimon
@merckxcycling
@enrirosasdiaz
@adamsconsulting
@natashareid95
@mvollmer1
@vivianfrancos
@procurementstar

Top Tweeters in G4:
@sectest9
@evankirstel
@vivmilano
@cybersecurityn8
@ipfconline1
@albertan48
@nvsdata
@technojeder
@worldtrendsinfo
@mikequindazzi

Top Tweeters in G5:
@havenlust
@fogle_shane
@amandaray02
@choosetothrive
@nutritiousmind
@leesaharrison
@alicia_budhram

Top Tweeters in G6:
@a
@exchangeassoc
@cardashroll
@exnorthwillco
@daha

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

Top Tweeters in G8:
@baptistfeeding
@mayorkarnes


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