#exchangestrong, Twitter, 3/15/2020 7:54:58 PM, 223004


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#exchangestrong_2020-03-15_05-36-37.xlsx
#exchangestrong_2020-03-15_05-36-37.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 15, 2020
Short Description:
#exchangestrong via NodeXL http://bit.ly/3d3pjvF
@seekingseo4u
@docassar
@chidambara09
@exchangeclub
@ingcolombo
@mjoehlerich
@grattongirl
@xcmuskogee
@uitsteln
@nicochan33

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

Description:
Description
The graph represents a network of 227 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, 15 March 2020 at 12:36 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 72-day, 10-hour, 11-minute period from Wednesday, 01 January 2020 at 18:19 UTC to Saturday, 14 March 2020 at 04:30 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 : 227
Unique Edges : 842
Edges With Duplicates : 1888
Total Edges : 2730
Number of Edge Types : 4
MentionsInRetweet : 1952
Mentions : 739
Replies to : 10
Tweet : 29
Self-Loops : 29
Reciprocated Vertex Pair Ratio : 0.0371747211895911
Reciprocated Edge Ratio : 0.0716845878136201
Connected Components : 3
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 225
Maximum Edges in a Connected Component : 2729
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.147118
Graph Density : 0.0217535378737671
Modularity : 0.20427
NodeXL Version : 1.0.1.427
Data Import : The graph represents a network of 227 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, 15 March 2020 at 12:36 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 72-day, 10-hour, 11-minute period from Wednesday, 01 January 2020 at 18:19 UTC to Saturday, 14 March 2020 at 04:30 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
[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
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219258
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220282
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220257
[2] https://myemail.constantcontact.com/Exchange-s-February-FYI.html?soid=1102534231567&aid=ig5d-dMxhGg
[2] https://www.nationalexchangeclub.org/donors/
[1] https://www.bbc.com/news/uk-51860527

Top URLs in Tweet in G1:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=222286
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220831

Top URLs in Tweet in G2:
[16] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220831
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=222286
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=221842
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=218450
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219258
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220257
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220282

Top URLs in Tweet in G3:
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=218450
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220831
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=221842
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=219258
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=222286
[1] https://www.bbc.com/news/uk-51860527
[1] http://www.connectedaction.net/shop/
[1] https://qz.com/1815887/you-can-see-the-impact-of-coronavirus-from-space/
[1] https://www.scmp.com/news/china/society/article/3065022/coronavirus-why-do-recovered-patients-test-positive-again
[1] https://www.foxbusiness.com/technology/huawei-extension-chinese-surveillance-canada

Top URLs in Tweet in G5:
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=220831
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=221842
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=222286
[2] https://www.nationalexchangeclub.org/donors/
[2] https://myemail.constantcontact.com/Exchange-s-February-FYI.html?soid=1102534231567&aid=ig5d-dMxhGg
[1] https://www.instagram.com/p/B7zygYRn1AA/?igshid=izjvpej39rf1
[1] https://www.facebook.com/157245164785001/posts/793845587791619/?d=n
[1] https://www.facebook.com/xcmuskogee
[1] https://twitter.com/WolfpackIreland/status/1218176478430535680
[1] https://www.youtube.com/watch?v=_xLrmaGMUek&t=15s

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[176] exchangestrong
[63] ai
[44] exchangefits
[40] iot
[24] exchangeclub
[22] bigdata
[22] exchangefit
[14] data
[8] datascience
[8] givingtuesday



Top Hashtags in Tweet in G1:
[2] exchangestrong

Top Hashtags in Tweet in G2:
[57] exchangestrong
[21] ai
[15] iot
[14] exchangefits
[14] exchangeclub
[12] exchangefit
[11] bigdata
[5] givingtuesday
[5] twitter
[4] digital

Top Hashtags in Tweet in G3:
[64] exchangestrong
[40] ai
[24] iot
[13] data
[11] bigdata
[10] exchangefits
[9] exchangefit
[9] exchangeclub
[4] datascience
[2] exchange

Top Hashtags in Tweet in G5:
[51] exchangestrong
[19] exchangefits
[5] growexchange
[4] xccolosprings
[3] concert
[2] okie
[2] happynewyear
[2] internationalwomensday
[2] preventchildabuse
[2] childabuseprevention

Top Hashtags in Tweet in G6:
[1] exchangestrong
[1] ai
[1] data
[1] technology
[1] iot

Top Hashtags in Tweet in G7:
[1] exchangestrong
[1] exchangefits

Top Words
Top Words in Tweet in Entire Graph:
[189] Words in Sentiment List#1: Positive
[124] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[7662] Non-categorized Words
[7975] Total Words
[328] seekingseo4u
[281] docassar
[242] chidambara09
[203] nodexl
[176] #exchangestrong

Top Words in Tweet in G1:
[96] seekingseo4u
[43] mvollmer1
[37] chidambara09
[34] docassar
[30] grattongirl
[29] chinese
[29] enricomolinari
[26] evankirstel
[24] mikequindazzi
[22] grattonboy

Top Words in Tweet in G2:
[112] docassar
[106] seekingseo4u
[91] nodexl
[90] chidambara09
[62] uitsteln
[59] exchangeclub
[57] #exchangestrong
[49] xcmuskogee
[41] mjoehlerich
[40] grattongirl

Top Words in Tweet in G3:
[89] docassar
[77] chidambara09
[72] nodexl
[64] #exchangestrong
[58] seekingseo4u
[46] grattongirl
[46] exchangeclub
[40] #ai
[35] uitsteln
[29] antgrasso

Top Words in Tweet in G4:
[38] seekingseo4u
[26] thenathanone
[26] onreact
[26] antgrasso
[25] artificial
[25] intelligence
[24] lives
[24] today
[24] nicochan33
[24] nonyabinis

Top Words in Tweet in G5:
[51] #exchangestrong
[47] exchangeclub
[43] docassar
[41] uitsteln
[39] xcmuskogee
[34] exchange
[34] chidambara09
[32] mjoehlerich
[29] seekingseo4u
[22] xchanover

Top Words in Tweet in G6:
[2] officials
[2] confirm

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[105] xcmuskogee,exchangeclub
[91] exchangeclub,mjoehlerich
[85] docassar,uitsteln
[84] docassar,nodexl
[73] uitsteln,xcmuskogee
[70] #exchangestrong,nodexl
[63] nodexl,docassar
[60] chidambara09,docassar
[52] exchangedurham,xchanover
[44] mjoehlerich,leadersadam

Top Word Pairs in Tweet in G1:
[24] mikequindazzi,evankirstel
[24] enricomolinari,mvollmer1
[22] evankirstel,enricomolinari
[20] seekingseo4u,chinese
[20] chinese,rover
[20] rover,discovers
[20] sitting,39
[20] 39,ft
[20] ft,moon
[20] moon,dust

Top Word Pairs in Tweet in G2:
[42] xcmuskogee,exchangeclub
[39] docassar,uitsteln
[35] exchangeclub,mjoehlerich
[34] #exchangestrong,nodexl
[33] uitsteln,xcmuskogee
[31] docassar,nodexl
[30] nodexl,docassar
[23] chidambara09,docassar
[21] exchangedurham,xchanover
[20] seekingseo4u,docassar

Top Word Pairs in Tweet in G3:
[35] docassar,nodexl
[21] docassar,uitsteln
[21] xcmuskogee,exchangeclub
[21] chidambara09,docassar
[18] nodexl,docassar
[18] uitsteln,xcmuskogee
[17] #exchangestrong,#ai
[17] #exchangestrong,nodexl
[17] exchangeclub,mjoehlerich
[16] #ai,#iot

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

Top Word Pairs in Tweet in G5:
[32] xcmuskogee,exchangeclub
[29] exchangeclub,mjoehlerich
[20] docassar,uitsteln
[18] uitsteln,xcmuskogee
[18] mjoehlerich,leadersadam
[17] #exchangestrong,nodexl
[17] exchangedurham,xchanover
[15] leadersadam,seekingseo4u
[15] seekingseo4u,exchangedurham
[14] nodexl,docassar

Top Word Pairs in Tweet in G6:
[2] officials,confirm

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

Top Mentioned in G1:
@seekingseo4u
@mvollmer1
@chidambara09
@docassar
@grattongirl
@enricomolinari
@evankirstel
@mikequindazzi
@grattonboy
@nodexl

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

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

Top Mentioned in G4:
@seekingseo4u
@thenathanone
@onreact
@antgrasso
@nicochan33
@nonyabinis
@ipfconline1
@bruce
@mvollmer1
@chidambara09

Top Mentioned in G5:
@exchangeclub
@xcmuskogee
@docassar
@uitsteln
@chidambara09
@mjoehlerich
@seekingseo4u
@xchanover
@exchangedurham
@leadersadam

Top Mentioned in G6:
@seekingseo4u
@drspangenberg
@huaweimobilede
@huawei_germany
@huawei_blog
@tim_official

Top Tweeters
Top Tweeters in Entire Graph:
@gamergeeknews
@chidambara09
@evankirstel
@deejayiwan
@lorimoreno
@cybersec_feeds
@calcaware
@marshacollier
@nicochan33
@trippbraden

Top Tweeters in G1:
@evankirstel
@cybersec_feeds
@calcaware
@andrewmorrisuk
@akwyz
@grattonboy
@grattongirl
@stuartsimon
@enrirosasdiaz
@adamsconsulting

Top Tweeters in G2:
@chidambara09
@deejayiwan
@data_nerd
@ssxman2
@jonathanotcher1
@nensoniuch
@websecurityit
@lesguer_lionel
@jmarinpu
@adeyemoadekunl2

Top Tweeters in G3:
@gamergeeknews
@lorimoreno
@marshacollier
@trippbraden
@brucevh
@jvcrum
@lorishemek
@ainewsfeed
@keithkeller
@ronald_vanloon

Top Tweeters in G4:
@nicochan33
@ipfconline1
@edrc30
@technojeder
@algoworks
@domsden1
@antgrasso
@quasagroup
@onreact
@josephp79752742

Top Tweeters in G5:
@taieb_bot
@mjoehlerich
@llnuxbot
@gentoobot
@cephalopodluke2
@webtermsbot
@mongoosepvt
@metoscm
@marcomunozut
@eliteozzy

Top Tweeters in G6:
@tim_official
@ingcolombo
@huawei_blog
@huaweimobilede
@huawei_germany

Top Tweeters in G7:
@a
@ruthenium53


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