#cws, Twitter, 8/28/2022 10:01:57 PM, 280883


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#cws_2022-08-28_05-31-07.xlsx
#cws_2022-08-28_05-31-07.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 28, 2022
Short Description:
#cws via NodeXL https://bit.ly/3ArcdVL
@eoverstreet23
@toppreps
@p
@lcbaseball21
@daviddkelton
@d3baseball
@qrrecruiter
@lowestoftcentr1
@wherrylines
@seascapenetwork

Top hashtags:
#cws
#baseball
#lcp
#panthers
#ncaa
#d3
#mlb
#lowestoft
#coop
#changethegame

Description:
Description
The graph represents a network of 147 Twitter users whose tweets in the requested range contained "#cws", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 28 August 2022 at 12:31 UTC.

The requested start date was Sunday, 28 August 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 6-hour, 0-minute period from Sunday, 14 August 2022 at 12:21 UTC to Saturday, 27 August 2022 at 18:22 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 : 147
Unique Edges : 259
Edges With Duplicates : 154
Total Edges : 413
Number of Edge Types : 5
Tweet : 61
Retweet : 58
MentionsInRetweet : 247
Mentions : 42
Replies to : 5
Self-Loops : 61
Reciprocated Vertex Pair Ratio : 0.0173010380622837
Reciprocated Edge Ratio : 0.0340136054421769
Connected Components : 45
Single-Vertex Connected Components : 23
Maximum Vertices in a Connected Component : 38
Maximum Edges in a Connected Component : 232
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 1.570627
Graph Density : 0.0136986301369863
Modularity : 0.487473
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 147 Twitter users whose tweets in the requested range contained "#cws", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 28 August 2022 at 12:31 UTC.

The requested start date was Sunday, 28 August 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 6-hour, 0-minute period from Sunday, 14 August 2022 at 12:21 UTC to Saturday, 27 August 2022 at 18:22 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 : #cws
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:
[4] https://old.fantasyalarm.com/mlb/weather/
[3] https://freepicks.picksandparlays.net/more-free-picks/mlb-picks/astros-white-sox-tuesday-81622-mlb-picks-and-predictions-picks-and-parlays
[2] https://merj.exchange/about/news/article/?_id=6305b766b3db2904e9425aaa
[2] https://omaha.com/video/
[2] https://heard.zone/2022/02/27/mary-charles-jones-talks-the-cws-naomi-ava-duvernay/?feed_id=36846&_unique_id=6300000f513c8&utm_source=Twitter&utm_medium=chiefeditor&utm_campaign=FS%20Poster
[2] https://www.youtube.com/watch?v=m-Y7K48MBS8&feature=youtu.be

[1] https://www.instagram.com/p/ChxYSfZO47z/
[1] https://twitter.com/search?q=%22Steven%20Kwan%22&src=trend_click&pt=1563368112766222337&vertical=trends
[1] https://advocacy.vmware.com/Article/Redirect/577e42c7-81dc-40a9-8c8c-53fe791c1b6e?uc=144488&g=98c8ab6a-a72b-48b7-b332-e5abff52319a&f=3050283
[1] https://www.ebay.com/itm/203983163053?mkcid=16&mkevt=1&mkrid=711-127632-2357-0&ssspo=I9TeizsxRk2&sssrc=2047675&ssuid=&widget_ver=artemis&media=TW

Top URLs in Tweet in G2:
[4] https://old.fantasyalarm.com/mlb/weather/
[2] https://heard.zone/2022/02/27/mary-charles-jones-talks-the-cws-naomi-ava-duvernay/?feed_id=36846&_unique_id=6300000f513c8&utm_source=Twitter&utm_medium=chiefeditor&utm_campaign=FS%20Poster
[1] https://www.youtube.com/watch?v=cJkbkm7o6Wc&feature=youtu.be

[1] https://freepicks.picksandparlays.net/more-free-picks/mlb-picks/astros-white-sox-tuesday-81622-mlb-picks-and-predictions-picks-and-parlays
[1] https://twitter.com/north_ferribyfc/status/1559609670821715968
[1] https://bit.ly/3Qr6kyw?utm_content=218175662&utm_medium=social&utm_source=twitter&hss_channel=tw-712669064
[1] https://www.eastcoastsportsinvestors.com/
[1] https://cws.edu.sa/
[1] https://www.instagram.com/p/ChxYSfZO47z/

Top URLs in Tweet in G4:
[2] https://omaha.com/video/

Top URLs in Tweet in G7:
[1] https://advocacy.vmware.com/Article/Redirect/577e42c7-81dc-40a9-8c8c-53fe791c1b6e?uc=144488&g=98c8ab6a-a72b-48b7-b332-e5abff52319a&f=3050283

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[135] cws
[30] baseball
[29] lcp
[29] panthers
[29] ncaa
[29] d3
[16] mlb
[14] lowestoft
[13] coop
[13] changethegame



Top Hashtags in Tweet in G1:
[29] cws
[29] lcp
[29] panthers
[29] ncaa
[29] baseball
[29] d3

Top Hashtags in Tweet in G2:
[55] cws
[15] mlb
[13] changethegame
[12] kucoin
[11] crypto
[11] algo
[7] cardinals
[6] royals
[6] teamsihaveseenin2022
[6] mariners

Top Hashtags in Tweet in G3:
[14] lowestoft
[13] cws
[13] coop
[1] communityrail

Top Hashtags in Tweet in G4:
[4] cws
[3] rosenblatt
[2] omaha

Top Hashtags in Tweet in G5:
[4] cws
[2] ctbot

Top Hashtags in Tweet in G6:
[5] cws
[5] elvisnight
[1] pooligans

Top Hashtags in Tweet in G7:
[2] vmwareexplore
[2] virtualcloudnetwork
[2] security
[2] anywhereworkspace
[2] cws
[2] aiops
[2] eni
[2] sa
[2] ws1
[2] sase

Top Hashtags in Tweet in G8:
[1] cws

Top Hashtags in Tweet in G9:
[1] cws
[1] bhs
[1] hsec
[1] rcccentral

Top Hashtags in Tweet in G10:
[2] cws
[2] cwssummit
[1] sia

Top Words
Top Words in Tweet in Entire Graph:
[135] #cws
[39] mean
[31] cws
[30] #baseball
[29] committed
[29] #lcp
[29] #panthers
[29] #ncaa
[29] #d3
[29] qrrecruiter

Top Words in Tweet in G1:
[29] committed
[29] #cws
[29] #lcp
[29] #panthers
[29] #ncaa
[29] #baseball
[29] #d3
[29] qrrecruiter
[29] toppreps
[29] d3baseball

Top Words in Tweet in G2:
[55] #cws
[39] mean
[26] cws
[26] 08
[26] above
[24] usdt
[24] 2022
[15] #mlb
[15] game
[13] spin

Top Words in Tweet in G3:
[14] #lowestoft
[13] along
[13] wherrylines
[13] delighted
[13] hosting
[13] celebration
[13] #cws
[13] #coop
[13] history
[12] lowestoftcentr1

Top Words in Tweet in G4:
[4] #rosenblatt
[4] #cws
[2] newest
[2] photog
[2] brendan
[2] sullivan
[2] nice
[2] video
[2] legacy
[2] today

Top Words in Tweet in G5:
[4] seascapenetwork
[4] #cws
[2] use
[2] cases
[2] crown
[2] check
[2] infographic
[2] more
[2] details
[2] #ctbot

Top Words in Tweet in G6:
[5] comes
[5] once
[5] year
[5] elvis
[5] night
[5] chicago
[5] white
[5] sox
[5] still
[5] fan

Top Words in Tweet in G7:
[2] #vmwareexplore
[2] #virtualcloudnetwork
[2] vmware
[2] #security
[2] #anywhereworkspace
[2] #cws
[2] #aiops
[2] #eni
[2] #sa
[2] #ws1

Top Words in Tweet in G9:
[2] community
[2] sdcountyhhsa

Top Words in Tweet in G10:
[2] event
[2] dallas
[2] sianalysts
[2] #cws
[2] #cwssummit

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[29] committed,#cws
[29] #cws,#lcp
[29] #lcp,#panthers
[29] #panthers,#ncaa
[29] #ncaa,#baseball
[29] #baseball,#d3
[29] #d3,qrrecruiter
[29] qrrecruiter,toppreps
[29] toppreps,d3baseball
[29] d3baseball,daviddkelton

Top Word Pairs in Tweet in G1:
[29] committed,#cws
[29] #cws,#lcp
[29] #lcp,#panthers
[29] #panthers,#ncaa
[29] #ncaa,#baseball
[29] #baseball,#d3
[29] #d3,qrrecruiter
[29] qrrecruiter,toppreps
[29] toppreps,d3baseball
[29] d3baseball,daviddkelton

Top Word Pairs in Tweet in G2:
[14] #mlb,#cws
[14] 2022,08
[13] cws,usdt
[13] mean,spin
[13] spin,rate
[13] above,personal
[13] personal,mean
[13] above,league
[13] league,mean
[13] mean,pitch

Top Word Pairs in Tweet in G3:
[13] along,wherrylines
[13] wherrylines,delighted
[13] delighted,hosting
[13] hosting,celebration
[13] celebration,#cws
[13] #cws,#coop
[13] #coop,history
[13] history,#lowestoft
[12] lowestoftcentr1,along
[12] #lowestoft,#

Top Word Pairs in Tweet in G4:
[2] newest,photog
[2] photog,brendan
[2] brendan,sullivan
[2] sullivan,nice
[2] nice,video
[2] video,#rosenblatt
[2] #rosenblatt,legacy
[2] legacy,#cws
[2] today,stadiums
[2] stadiums,hosted

Top Word Pairs in Tweet in G5:
[2] use,cases
[2] cases,seascapenetwork
[2] seascapenetwork,crown
[2] crown,check
[2] check,infographic
[2] infographic,more
[2] more,details
[2] details,#cws
[2] #cws,#ctbot
[2] #ctbot,adrop

Top Word Pairs in Tweet in G6:
[5] comes,once
[5] once,year
[5] year,elvis
[5] elvis,night
[5] night,chicago
[5] chicago,white
[5] white,sox
[5] sox,still
[5] still,fan
[5] fan,years

Top Word Pairs in Tweet in G7:
[2] #vmwareexplore,#virtualcloudnetwork
[2] #virtualcloudnetwork,vmware
[2] vmware,#security
[2] #security,#anywhereworkspace
[2] #anywhereworkspace,#cws
[2] #cws,#aiops
[2] #aiops,#eni
[2] #eni,#sa
[2] #sa,#ws1
[2] #ws1,#sase

Top Word Pairs in Tweet in G10:
[2] #cws,#cwssummit

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@qrrecruiter
@toppreps
@d3baseball
@daviddkelton
@lcbaseball21
@eoverstreet23
@p
@wherrylines
@lowestoftcentr1
@adamreizner

Top Mentioned in G1:
@qrrecruiter
@toppreps
@d3baseball
@daviddkelton
@lcbaseball21
@eoverstreet23
@p
@pope_baseball
@5starmasondixon
@pg_scouting

Top Mentioned in G3:
@wherrylines
@lowestoftcentr1
@lowestofthods

Top Mentioned in G4:
@tdameritradeprk
@ncaacws
@owhpictures
@bradwphoto
@omahachamber
@visitomaha

Top Mentioned in G5:
@seascapenetwork
@jimmieedaniel
@blocklords

Top Mentioned in G6:
@adamreizner
@j
@juliemason
@bill_caphill

Top Mentioned in G7:
@vmware
@waldemarpera
@vmwareexplore
@vmwaresase
@vexpert

Top Mentioned in G8:
@stas_td
@pieteromtzigt
@toeslagherstel

Top Mentioned in G9:
@learn4life
@saysandiego1971
@sdcountyhhsa

Top Mentioned in G10:
@sianalysts
@cwssummit

Top Tweeters
Top Tweeters in Entire Graph:
@toppreps
@i_am_orange
@messiahanthem
@cleguardians
@dushyantgadewal
@stoolpresidente
@ecsportsinvest
@algocryptom
@juliemason
@imdarrenya

Top Tweeters in G1:
@toppreps
@donaldjboyles
@d3baseball
@pg_scouting
@now_d1
@qrrecruiter
@pbrgeorgia
@taprofileapp
@eoverstreet23
@pope_baseball

Top Tweeters in G2:
@ecsportsinvest
@algocryptom
@imdarrenya
@picksparlays
@tickersignals
@patrickquinn07
@mlbdailyweather
@heardzone
@sportstalkjc
@mryyearns

Top Tweeters in G3:
@banditman59uk
@tashibcn
@gillduane
@suffolksnaps
@juliecdurrant
@julian_gibbs
@wherrylines
@tanyan_cec
@lowestoftcentr1
@_kymcooper

Top Tweeters in G4:
@ncaacws
@brandonmortss
@omahachamber
@visitomaha
@owhpictures
@bradwphoto
@tdameritradeprk

Top Tweeters in G5:
@jimmieedaniel
@enginuygun_80
@cryptobjektiff
@seascapenetwork
@blocklords
@gaskellalbert
@b189764631

Top Tweeters in G6:
@juliemason
@bubblesvampire
@adamreizner
@bill_caphill
@dragonflyclr
@j

Top Tweeters in G7:
@vmware
@waldemarpera
@aiopsbot
@vmwareexplore
@vmwaresase
@vexpert

Top Tweeters in G8:
@pieteromtzigt
@nachtboekhouder
@toeslagherstel
@liefde01534270
@stas_td

Top Tweeters in G9:
@sdcountyhhsa
@learn4life
@bjimenez_cosd
@saysandiego1971

Top Tweeters in G10:
@cwssummit
@collabera
@sianalysts
@ursusinc


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