#cws, Twitter, 9/11/2022 9:40:07 PM, 281738


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#cws_2022-09-11_05-31-06.xlsx
#cws_2022-09-11_05-31-06.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 11, 2022
Short Description:
#cws via NodeXL https://bit.ly/3eBF9mF
@j_cross2146
@todd4state
@mexc_scottlai
@rtpcfo
@lowestoftcentr1
@naniyukagram
@ssseppuku
@akrowczynski
@nailstudio_a
@ursusinc

Top hashtags:
#cws
#crypto
#kucoin
#algo
#mlb
#changethegame
#whitesox
#nelsonhall
#royals

Description:
Description
The graph represents a network of 104 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, 11 September 2022 at 12:31 UTC.

The requested start date was Sunday, 11 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 13-day, 8-hour, 39-minute period from Sunday, 28 August 2022 at 07:26 UTC to Saturday, 10 September 2022 at 16:06 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 : 104
Unique Edges : 73
Edges With Duplicates : 92
Total Edges : 165
Number of Edge Types : 5
Tweet : 83
Retweet : 18
MentionsInRetweet : 30
Mentions : 27
Replies to : 7
Self-Loops : 83
Reciprocated Vertex Pair Ratio : 0
Reciprocated Edge Ratio : 0
Connected Components : 54
Single-Vertex Connected Components : 28
Maximum Vertices in a Connected Component : 7
Maximum Edges in a Connected Component : 21
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 0.839161
Graph Density : 0.00588125466766243
Modularity : 0.473939
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 104 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, 11 September 2022 at 12:31 UTC.

The requested start date was Sunday, 11 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 13-day, 8-hour, 39-minute period from Sunday, 28 August 2022 at 07:26 UTC to Saturday, 10 September 2022 at 16:06 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://research.nelson-hall.com/sourcing-expertise/hr-outsourcing/msp-cws/?avpage-views=article&id=81874&fv=1
[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
[1] https://twitter.com/joeycraig/status/1568371492811059200
[1] https://www.scania.com/ar/es/home/services/repair-and-maintenance/cws.html
[1] https://twitter.com/evan_p_grant/status/1567953978591256586
[1] https://old.fantasyalarm.com/mlb/weather/
[1] https://twitter.com/NikkiE_NH/status/1567255833800593413

Top URLs in Tweet in G1:
[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://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
[1] https://freepicks.picksandparlays.net/more-free-picks/mlb-picks/twins-white-sox-friday-9222-mlb-betting-picks-and-predictions
[1] https://freepicks.picksandparlays.net/more-free-picks/mlb-picks/royals-white-sox-tuesday-83022-mlb-picks-and-predictions
[1] https://www.etsy.com/listing/1213699021/10mm-blue-obsidian-lapis-lazuli-gemstone?t=1662109558

Top URLs in Tweet in G2:
[1] https://open.spotify.com/episode/3tCpGbk2TKG2J8xhvx7f81?si=72PvtWgFQNWVUNIdfOUrDQ

Top URLs in Tweet in G3:
[2] https://research.nelson-hall.com/sourcing-expertise/hr-outsourcing/msp-cws/?avpage-views=article&id=81874&fv=1
[1] https://twitter.com/NikkiE_NH/status/1567255833800593413
[1] https://research.nelson-hall.com/search/?&avpage-views=article&id=81874&fv=1

Top URLs in Tweet in G8:
[1] https://twitter.com/calvinwsoccer/status/1564385909621006336

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[118] cws
[23] crypto
[21] kucoin
[21] algo
[20] mlb
[16] changethegame
[6] whitesox
[4] nelsonhall
[4] royals
[4] teamsihaveseenin2022



Top Hashtags in Tweet in G1:
[76] cws
[22] crypto
[21] kucoin
[21] algo
[19] mlb
[15] changethegame
[4] royals
[4] teamsihaveseenin2022
[4] nyy
[4] cardinals

Top Hashtags in Tweet in G2:
[2] cws
[2] omaha
[2] hailstate

Top Hashtags in Tweet in G3:
[4] nelsonhall
[3] cws
[3] hr
[3] msp
[2] rectech
[2] rpo
[2] servicesprocurement
[2] futurecws
[1] contingentworkforce
[1] talent

Top Hashtags in Tweet in G4:
[1] cws

Top Hashtags in Tweet in G5:
[4] mexc
[4] cws
[4] usdt
[4] cryptocurrencies
[1] cryptocurrency
[1] crypto
[1] cryptonews

Top Hashtags in Tweet in G6:
[3] lowestoft
[2] cws
[2] coop
[1] communityrail

Top Hashtags in Tweet in G7:
[1] cws
[1] cwssummit

Top Hashtags in Tweet in G8:
[1] cws

Top Hashtags in Tweet in G9:
[1] osu
[1] ohiostate
[1] buckeyes
[1] ncaabaseball
[1] cws
[1] tcu
[1] gofrogs

Top Hashtags in Tweet in G10:
[2] icao
[2] travel
[2] iata
[2] wto
[2] kws
[2] unwto
[2] nnp
[2] wwf
[2] afew
[2] ifaw

Top Words
Top Words in Tweet in Entire Graph:
[118] #cws
[55] cws
[45] mean
[42] usdt
[39] 2022
[29] price
[27] above
[25] 09
[23] #crypto
[21] algo

Top Words in Tweet in G1:
[76] #cws
[48] cws
[45] mean
[42] usdt
[36] 2022
[27] above
[25] 09
[22] #crypto
[21] algo
[21] detection

Top Words in Tweet in G2:
[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 G3:
[4] #nelsonhall
[4] resourgenix
[3] nikkie_nh
[3] #cws
[3] vendor
[3] #hr
[3] #msp
[3] nhinsight
[2] offerings
[2] profile

Top Words in Tweet in G5:
[8] price
[8] last
[4] cws
[4] go
[4] 22
[4] minute
[4] #mexc
[4] trading
[4] pair
[4] #cws

Top Words in Tweet in G6:
[3] #lowestoft
[2] along
[2] wherrylines
[2] delighted
[2] hosting
[2] celebration
[2] #cws
[2] #coop
[2] history

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

Top Words in Tweet in G8:
[2] calvin_uni
[2] faculty
[2] members
[2] big
[2] reason
[2] calvinknights
[2] student
[2] athletes
[2] choose
[2] calvin

Top Words in Tweet in G9:
[3] pressprosmag
[2] excited
[2] welcome
[2] ohiostatebase
[2] coach
[2] bill_mosiello
[2] monday
[2] huddle
[2] catch
[2] tomorrow

Top Words in Tweet in G10:
[2] vibinpain
[2] bonfire
[2] story
[2] #icao
[2] #travel
[2] #iata
[2] #wto
[2] #kws
[2] #unwto
[2] #nnp

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[21] algo,detection
[21] detection,cws
[21] cws,usdt
[21] current,price
[21] usdt,exchange
[21] exchange,#kucoin
[21] #kucoin,investment
[21] investment,advice
[21] advice,follow
[21] follow,twitter

Top Word Pairs in Tweet in G1:
[21] algo,detection
[21] detection,cws
[21] cws,usdt
[21] current,price
[21] usdt,exchange
[21] exchange,#kucoin
[21] #kucoin,investment
[21] investment,advice
[21] advice,follow
[21] follow,twitter

Top Word Pairs in Tweet in G2:
[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 G3:
[2] #nelsonhall,#futurecws
[2] #futurecws,vendor
[2] vendor,assessment
[2] assessment,resourgenix
[2] resourgenix,available
[2] available,2022
[2] 2022,2023
[2] 2023,plans
[2] plans,enhanced

Top Word Pairs in Tweet in G5:
[4] cws,price
[4] price,go
[4] go,22
[4] 22,last
[4] last,minute
[4] minute,#mexc
[4] #mexc,trading
[4] trading,pair
[4] pair,#cws
[4] #cws,#usdt

Top Word Pairs in Tweet in G6:
[2] along,wherrylines
[2] wherrylines,delighted
[2] delighted,hosting
[2] hosting,celebration
[2] celebration,#cws
[2] #cws,#coop
[2] #coop,history
[2] history,#lowestoft

Top Word Pairs in Tweet in G7:
[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 Word Pairs in Tweet in G8:
[2] calvin_uni,faculty
[2] faculty,members
[2] members,big
[2] big,reason
[2] reason,calvinknights
[2] calvinknights,student
[2] student,athletes
[2] athletes,choose
[2] choose,calvin
[2] calvin,great

Top Word Pairs in Tweet in G9:
[2] excited,welcome
[2] welcome,ohiostatebase
[2] ohiostatebase,coach
[2] coach,bill_mosiello
[2] bill_mosiello,pressprosmag
[2] pressprosmag,monday
[2] monday,huddle
[2] huddle,catch
[2] catch,tomorrow
[2] tomorrow,night

Top Word Pairs in Tweet in G10:
[2] vibinpain,bonfire
[2] bonfire,story
[2] story,#icao
[2] #icao,#travel
[2] #travel,#iata
[2] #iata,#wto
[2] #wto,#kws
[2] #kws,#unwto
[2] #unwto,#nnp
[2] #nnp,#wwf

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@nikkie_nh
@nhinsight
@mexc_scottlai
@nailstudio_a
@wherrylines
@sianalysts
@cwssummit
@calvinknights
@19lotan
@dalenah4911

Top Mentioned in G1:
@circuitsolver

Top Mentioned in G2:
@19lotan
@dalenah4911
@mcbulloch
@j_cross2146
@theb
@thebellsmith

Top Mentioned in G3:
@nikkie_nh
@nhinsight

Top Mentioned in G4:
@ncstatebaseball
@pack9

Top Mentioned in G5:
@mexc_scottlai

Top Mentioned in G6:
@wherrylines
@lowestoftcentr1
@lowestofthods

Top Mentioned in G7:
@sianalysts
@cwssummit
@ursusinc

Top Mentioned in G8:
@calvinknights
@jimtimmer
@calvin_uni

Top Mentioned in G9:
@pressprosmag
@ohiostatebase
@bill_mosiello

Top Mentioned in G10:
@beatricemainaw5
@vibinpain

Top Tweeters
Top Tweeters in Entire Graph:
@kyle2usuccess
@atsstats
@redditcfb
@ryanhyattmedia
@olew_solarables
@todd4state
@whitesox
@thewolfpacker
@algocryptom
@drramblings

Top Tweeters in G1:
@algocryptom
@drramblings
@ahol888
@picksparlays
@matttoomey
@jewellen
@fns124
@everygamesports
@sharptank_choco
@mlbdailyweather

Top Tweeters in G2:
@todd4state
@thebellsmith
@j_cross2146
@19lotan
@mcbulloch
@dalenah4911
@theb

Top Tweeters in G3:
@nhinsight
@garyb_nh
@nikkie_nh
@jeaninect_nh

Top Tweeters in G4:
@thewolfpacker
@ncstatebaseball
@rtpcfo
@pack9

Top Tweeters in G5:
@mexc_scottlai
@dawnpeg3
@bettyst74074086
@pagetomlinson10

Top Tweeters in G6:
@wherrylines
@lowestoftcentr1
@lowestofthods
@bestinlowestoft

Top Tweeters in G7:
@cwssummit
@sianalysts
@ursusinc
@jonnyabeck

Top Tweeters in G8:
@tyleramidon
@calvinknights
@calvin_uni
@jimtimmer

Top Tweeters in G9:
@ohiostatebase
@markleffel
@pressprosmag
@bill_mosiello

Top Tweeters in G10:
@grevyadventures
@vibinpain
@beatricemainaw5