#cws, Twitter, 9/4/2022 9:42:13 PM, 281288


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#cws_2022-09-04_05-31-06.xlsx
#cws_2022-09-04_05-31-06.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 04, 2022
Short Description:
#cws via NodeXL https://bit.ly/3cMUTCM
@eoverstreet23
@toppreps
@d3baseball
@qrrecruiter
@p
@lcbaseball21
@daviddkelton
@lowestoftcentr1
@wherrylines
@waldemarpera

Top hashtags:
#cws
#baseball
#lcp
#panthers
#ncaa
#d3
#mlb
#crypto
#kucoin
#algo

Description:
Description
The graph represents a network of 182 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, 04 September 2022 at 12:31 UTC.

The requested start date was Sunday, 04 September 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 12-day, 11-hour, 26-minute period from Sunday, 21 August 2022 at 06:28 UTC to Friday, 02 September 2022 at 17:55 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 : 182
Unique Edges : 288
Edges With Duplicates : 175
Total Edges : 463
Number of Edge Types : 5
Replies to : 8
Mentions : 53
Tweet : 76
Retweet : 64
MentionsInRetweet : 262
Self-Loops : 76
Reciprocated Vertex Pair Ratio : 0.0157232704402516
Reciprocated Edge Ratio : 0.0309597523219814
Connected Components : 60
Single-Vertex Connected Components : 28
Maximum Vertices in a Connected Component : 38
Maximum Edges in a Connected Component : 232
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.532505
Graph Density : 0.00980511201505677
Modularity : 0.526362
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 182 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, 04 September 2022 at 12:31 UTC.

The requested start date was Sunday, 04 September 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 12-day, 11-hour, 26-minute period from Sunday, 21 August 2022 at 06:28 UTC to Friday, 02 September 2022 at 17:55 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:
[3] https://freepicks.picksandparlays.net/more-free-picks/mlb-picks/royals-white-sox-tuesday-83022-mlb-picks-and-predictions
[2] https://www.neweracap.jp/products/11596338?variant=33452688638084
[2] https://freepicks.picksandparlays.net/more-free-picks/mlb-picks/twins-white-sox-friday-9222-mlb-betting-picks-and-predictions
[2] https://heard.zone/2022/02/17/daniel-puig-on-playing-nathan-on-the-cws-naomi/?feed_id=37026&_unique_id=630be51cd9c7f&utm_source=Twitter&utm_medium=chiefeditor&utm_campaign=FS%20Poster
[2] https://merj.exchange/about/news/article/?_id=6305b766b3db2904e9425aaa
[2] https://omaha.com/video/
[1] https://www.instagram.com/p/CiA1JGQO20n/?igshid=YTgzYjQ4ZTY=
[1] https://www.etsy.com/listing/1213699021/10mm-blue-obsidian-lapis-lazuli-gemstone?t=1662109558
[1] https://research.nelson-hall.com/search/?&avpage-views=article&id=81874&fv=1
[1] https://cwscapitalfx.com/

Top URLs in Tweet in G2:
[2] https://heard.zone/2022/02/17/daniel-puig-on-playing-nathan-on-the-cws-naomi/?feed_id=37026&_unique_id=630be51cd9c7f&utm_source=Twitter&utm_medium=chiefeditor&utm_campaign=FS%20Poster
[1] https://www.eastcoastsportsinvestors.com/
[1] https://cws.edu.sa/
[1] https://www.instagram.com/p/ChxYSfZO47z/
[1] https://twitter.com/CBSSports/status/1563589158765051904
[1] https://www.etsy.com/listing/975738812/raspberry-scented-candle-with-crystals?t=1661833754
[1] https://bit.ly/3AyN8bg?utm_content=219414121&utm_medium=social&utm_source=twitter&hss_channel=tw-712669064
[1] https://www.youtube.com/watch?v=84yhVEA2Nj0

[1] https://sports.everygame.eu/en/Bets/Baseball/MLB-Futures/MLB-2022-AL-Central-To-Win-Outright/2086754
[1] https://www.nbcchicago.com/news/sports/report-white-sox-manager-tony-la-russa-out-indefinitely/2928508/?_osource=db_npd_nbc_wmaq_twt_shr

Top URLs in Tweet in G4:
[1] https://advocacy.vmware.com/Article/Redirect/577e42c7-81dc-40a9-8c8c-53fe791c1b6e?uc=144488&g=98c8ab6a-a72b-48b7-b332-e5abff52319a&f=3050283

Top URLs in Tweet in G5:
[1] https://open.spotify.com/episode/3tCpGbk2TKG2J8xhvx7f81?si=72PvtWgFQNWVUNIdfOUrDQ

Top URLs in Tweet in G6:
[2] https://omaha.com/video/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[164] cws
[30] baseball
[29] lcp
[29] panthers
[29] ncaa
[29] d3
[20] mlb
[20] crypto
[19] kucoin
[18] algo



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

Top Hashtags in Tweet in G2:
[68] cws
[20] mlb
[19] kucoin
[19] crypto
[18] algo
[16] changethegame
[7] cardinals
[6] royals
[6] teamsihaveseenin2022
[6] nyy

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

Top Hashtags in Tweet in G4:
[4] sase
[4] cws
[3] anywhereworkspace
[2] vmware
[2] sdwan
[2] vmwareexplore
[2] virtualcloudnetwork
[2] security
[2] aiops
[2] eni

Top Hashtags in Tweet in G5:
[2] cws
[2] omaha
[2] hailstate

Top Hashtags in Tweet in G6:
[4] cws
[3] rosenblatt
[2] omaha

Top Hashtags in Tweet in G7:
[5] cws
[5] elvisnight
[1] pooligans

Top Hashtags in Tweet in G8:
[2] cws
[2] cwssummit
[1] sia

Top Hashtags in Tweet in G9:
[1] cws

Top Hashtags in Tweet in G10:
[1] cws

Top Words
Top Words in Tweet in Entire Graph:
[164] #cws
[49] cws
[48] mean
[37] 2022
[37] usdt
[31] above
[30] 08
[30] #baseball
[29] committed
[29] #lcp

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:
[68] #cws
[48] mean
[41] cws
[37] usdt
[34] 2022
[31] above
[30] 08
[20] #mlb
[19] #kucoin
[19] #crypto

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

Top Words in Tweet in G4:
[4] #sase
[4] #cws
[3] #anywhereworkspace
[2] session
[2] vmwareexplore
[2] #vmware
[2] #sdwan
[2] vmwaresase
[2] #vmwareexplore
[2] #virtualcloudnetwork

Top Words in Tweet in G5:
[2] watching
[2] throwback
[2] 19lotan
[2] absolute
[2] doubt
[2] vandy
[2] #cws
[2] #omaha
[2] #hailstate
[2] dalenah4911

Top Words in Tweet in G6:
[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 G7:
[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 G8:
[3] sianalysts
[3] event
[3] dallas
[2] team
[2] ursus
[2] looking
[2] forward
[2] year's
[2] cwssummit
[2] drop

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:
[19] cws,usdt
[18] #mlb,#cws
[18] algo,detection
[18] detection,cws
[18] cws,current
[18] current,price
[18] usdt,exchange
[18] exchange,#kucoin
[18] #kucoin,investment
[18] investment,advice

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

Top Word Pairs in Tweet in G4:
[2] #sase,#sdwan
[2] #sdwan,#cws
[2] #vmwareexplore,#virtualcloudnetwork
[2] #virtualcloudnetwork,vmware
[2] vmware,#security
[2] #security,#anywhereworkspace
[2] #anywhereworkspace,#cws
[2] #cws,#aiops
[2] #aiops,#eni
[2] #eni,#sa

Top Word Pairs in Tweet in G5:
[2] watching,throwback
[2] throwback,19lotan
[2] 19lotan,absolute
[2] absolute,doubt
[2] doubt,vandy
[2] vandy,#cws
[2] #cws,#omaha
[2] #omaha,#hailstate
[2] #hailstate,dalenah4911
[2] dalenah4911,mcbulloch

Top Word Pairs in Tweet in G6:
[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 G7:
[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 G8:
[2] team,ursus
[2] ursus,looking
[2] looking,forward
[2] forward,year's
[2] year's,sianalysts
[2] sianalysts,cwssummit
[2] cwssummit,event
[2] event,dallas
[2] dallas,drop
[2] drop,note

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 G2:
@circuitsolver

Top Mentioned in G3:
@wherrylines
@lowestoftcentr1
@lowestofthods

Top Mentioned in G4:
@vmwareexplore
@vmware
@vmwaresase
@vexpert
@waldemarpera

Top Mentioned in G5:
@19lotan
@dalenah4911
@mcbulloch
@j_cross2146
@theb
@thebellsmith

Top Mentioned in G6:
@tdameritradeprk
@ncaacws
@owhpictures
@bradwphoto
@omahachamber
@visitomaha

Top Mentioned in G7:
@adamreizner
@j
@juliemason
@bill_caphill

Top Mentioned in G8:
@sianalysts
@cwssummit
@ursusinc

Top Mentioned in G9:
@stas_td
@pieteromtzigt
@toeslagherstel

Top Mentioned in G10:
@ncstatebaseball
@pack9

Top Tweeters
Top Tweeters in Entire Graph:
@toppreps
@kyle2usuccess
@redditcfb
@i_am_orange
@olew_solarables
@cleguardians
@stoolpresidente
@todd4state
@whitesox
@thewolfpacker

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

Top Tweeters in G2:
@ecsportsinvest
@algocryptom
@drramblings
@ahol888
@imdarrenya
@picksparlays
@tickersignals
@patrickquinn07
@everygamesports
@heardzone

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

Top Tweeters in G4:
@vmware
@waldemarpera
@aiopsbot
@vmwareexplore
@vmwaresase
@vexpert
@akrowczynski

Top Tweeters in G5:
@todd4state
@thebellsmith
@j_cross2146
@19lotan
@mcbulloch
@dalenah4911
@theb

Top Tweeters in G6:
@ncaacws
@brandonmortss
@omahachamber
@visitomaha
@owhpictures
@bradwphoto
@tdameritradeprk

Top Tweeters in G7:
@juliemason
@bubblesvampire
@adamreizner
@bill_caphill
@dragonflyclr
@j

Top Tweeters in G8:
@cwssummit
@collabera
@sianalysts
@ursusinc
@jonnyabeck

Top Tweeters in G9:
@pieteromtzigt
@nachtboekhouder
@toeslagherstel
@liefde01534270
@stas_td

Top Tweeters in G10:
@thewolfpacker
@ncstatebaseball
@rtpcfo
@pack9


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