#exchangestrong, Twitter, 5/24/2020 6:13:17 PM, 228172


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#exchangestrong_2020-05-24_05-02-03.xlsx
#exchangestrong_2020-05-24_05-02-03.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 24, 2020
Short Description:
#exchangestrong via NodeXL https://bit.ly/2LUkfxt
@seekingseo4u
@chidambara09
@grattongirl
@exchangeclub
@uitsteln
@docassar
@ingcolombo
@mvollmer1
@exchangeclublh
@projecthelpdpg

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

Description:
Description
The graph represents a network of 324 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, 24 May 2020 at 12:02 UTC.

The requested start date was Sunday, 24 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 82-day, 4-hour, 57-minute period from Sunday, 01 March 2020 at 12:13 UTC to Friday, 22 May 2020 at 17:11 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 : 324
Unique Edges : 1197
Edges With Duplicates : 3145
Total Edges : 4342
Number of Edge Types : 5
Retweet : 502
MentionsInRetweet : 2721
Mentions : 1065
Replies to : 19
Tweet : 35
Self-Loops : 89
Reciprocated Vertex Pair Ratio : 0.0387409200968523
Reciprocated Edge Ratio : 0.0745920745920746
Connected Components : 7
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 317
Maximum Edges in a Connected Component : 4336
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.120522
Graph Density : 0.0163972021557161
Modularity : 0.193337
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 324 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, 24 May 2020 at 12:02 UTC.

The requested start date was Sunday, 24 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 82-day, 4-hour, 57-minute period from Sunday, 01 March 2020 at 12:13 UTC to Friday, 22 May 2020 at 17:11 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=218450
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=226107
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=226818
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=225690

Top URLs in Tweet in G1:
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223455
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=224452
[5] 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=223978
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223019
[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:
[15] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223455
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=222286
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223004
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=224452
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=226107
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=225690
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223019
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=218450
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223978
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=226818

Top URLs in Tweet in G3:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223455
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=223978

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 Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[235] exchangestrong
[87] ai
[67] iot
[48] bigdata
[38] exchangefits
[30] exchangeclub
[26] data
[18] twitter
[18] exchangefit
[15] datascience



Top Hashtags in Tweet in G1:
[93] exchangestrong
[53] ai
[33] iot
[22] data
[12] bigdata
[6] datascience
[5] exchangefits
[5] exchangeclub
[4] twitter
[4] exchangefit

Top Hashtags in Tweet in G2:
[134] exchangestrong
[35] bigdata
[33] exchangefits
[33] ai
[33] iot
[25] exchangeclub
[14] twitter
[14] exchangefit
[11] exchangecares
[9] digital

Top Hashtags in Tweet in G3:
[3] exchangestrong
[1] ai
[1] iot
[1] bigdata

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:
[2] exchangestrong
[2] exchangemi

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[167] seekingseo4u
[133] docassar
[112] chidambara09
[109] grattongirl
[102] antgrasso
[97] nodexl
[93] #exchangestrong
[55] onreact
[53] #ai
[51] mvollmer1

Top Words in Tweet in G2:
[252] seekingseo4u
[190] docassar
[162] chidambara09
[149] nodexl
[138] grattongirl
[134] #exchangestrong
[127] exchangeclub
[80] ingcolombo
[69] uitsteln
[62] xcmuskogee

Top Words in Tweet in G3:
[63] seekingseo4u
[27] grattongirl
[22] docassar
[20] chidambara09
[19] enricomolinari
[17] chinese
[16] grattonboy
[16] dahl_consult
[16] mvollmer1
[15] nodexl

Top Words in Tweet in G4:
[54] seekingseo4u
[36] mvollmer1
[21] drspangenberg
[20] coronavirus
[18] grattongirl
[17] sallyeaves
[17] victoryabro
[17] jack_rgjk
[12] grattonboy
[11] chidambara09

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

Top Words in Tweet in G7:
[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 G2:
[56] chidambara09,docassar
[51] nodexl,seekingseo4u
[35] #exchangestrong,nodexl
[35] seekingseo4u,docassar
[34] exchangeclub,grattongirl
[32] docassar,nodexl
[29] docassar,seekingseo4u
[28] chidambara09,exchangeclub
[28] docassar,chidambara09
[28] grattongirl,ingcolombo

Top Word Pairs in Tweet in G3:
[73] mikequindazzi,evankirstel
[71] evankirstel,enricomolinari
[61] enricomolinari,mvollmer1
[58] chidambara09,docassar
[52] docassar,nodexl
[40] seekingseo4u,chinese
[37] chinese,rover
[30] rover,discovers
[28] discovers,itâ
[26] itâ,sitting

Top Word Pairs in Tweet in G4:
[14] drspangenberg,mvollmer1
[12] mvollmer1,sallyeaves
[12] sallyeaves,victoryabro
[11] victoryabro,jack_rgjk
[11] seekingseo4u,coronavirus
[11] docassar,nodexl
[11] seekingseo4u,trial
[11] trial,drug
[11] drug,significantly
[11] significantly,block

Top Word Pairs in Tweet in G5:

Top Word Pairs in Tweet in G7:
[] rvp,jeff
[] jeff,young
[] young,inspiring
[] inspiring,michigan
[] michigan,district
[] district,#exchangestrong
[] #exchangestrong,#exchangemi

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

Top Mentioned in G1:
@seekingseo4u
@docassar
@grattongirl
@chidambara09
@antgrasso
@nodexl
@onreact
@grattonboy
@mvollmer1
@thenathanone

Top Mentioned in G2:
@seekingseo4u
@chidambara09
@docassar
@grattongirl
@exchangeclub
@ingcolombo
@uitsteln
@nodexl
@xcmuskogee
@mvollmer1

Top Mentioned in G3:
@seekingseo4u
@grattongirl
@docassar
@chidambara09
@enricomolinari
@grattonboy
@dahl_consult
@mvollmer1
@evankirstel
@mikequindazzi

Top Mentioned in G4:
@seekingseo4u
@mvollmer1
@drspangenberg
@grattongirl
@sallyeaves
@victoryabro
@jack_rgjk
@grattonboy
@chidambara09
@docassar

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

Top Mentioned in G7:
@mayorkarnes

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

Top Tweeters in G1:
@marshawright
@lorimoreno
@nicochan33
@trippbraden
@brucevh
@akwyz
@jvcrum
@gezgintrk
@vivmilano
@dataaugmented

Top Tweeters in G2:
@chidambara09
@gamergeeknews
@deejayiwan
@ronaldclarke
@taieb_bot
@johnapp63499667
@xaelbot
@marshacollier
@ssxman2
@mjoehlerich

Top Tweeters in G3:
@sectest9
@evankirstel
@calcaware
@andrewmorrisuk
@grattonboy
@2601manish
@zaroonrkhan
@cybersecurityn8
@enrirosasdiaz
@albertan48

Top Tweeters in G4:
@cybersec_feeds
@data_nerd
@stuartsimon
@merckxcycling
@adamsconsulting
@natashareid95
@mvollmer1
@vivianfrancos
@procurementstar
@urbansqr

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:
@baptistfeeding
@mayorkarnes