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#cws_2022-09-18_05-31-06.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
September 18, 2022
Short Description:
#cws via NodeXL https://bit.ly/3QT2HRs
@realbenmcdonald
@tom_hart
@danny_ferraro22
@chilipeppers
@cwstadium
@garyb_nh
@tcuhypnotoad
@lineprophetllc
@seanrguy
@nikkie_nh

Top hashtags:
#cws
#mlb
#crypto
#kucoin
#algo
#changethegame
#happybirthday
#servicesprocurement

Description:
Description
The graph represents a network of 105 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, 18 September 2022 at 12:31 UTC.

The requested start date was Sunday, 18 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, 13-hour, 52-minute period from Sunday, 04 September 2022 at 01:35 UTC to Saturday, 17 September 2022 at 15:27 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 : 105
Unique Edges : 78
Edges With Duplicates : 93
Total Edges : 171
Number of Edge Types : 5
Tweet : 71
Retweet : 23
MentionsInRetweet : 38
Replies to : 2
Mentions : 37
Self-Loops : 71
Reciprocated Vertex Pair Ratio : 0.0140845070422535
Reciprocated Edge Ratio : 0.0277777777777778
Connected Components : 51
Single-Vertex Connected Components : 29
Maximum Vertices in a Connected Component : 12
Maximum Edges in a Connected Component : 25
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.148418
Graph Density : 0.00659340659340659
Modularity : 0.492357
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 105 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, 18 September 2022 at 12:31 UTC.

The requested start date was Sunday, 18 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, 13-hour, 52-minute period from Sunday, 04 September 2022 at 01:35 UTC to Saturday, 17 September 2022 at 15:27 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://lineprophet.com/
[3] https://www.directorstalkinterviews.com/cerillion-plc-wins-larger-saas-based-and-managed-services-contracts-loncer/4121081969
[2] https://research.nelson-hall.com/sourcing-expertise/hr-outsourcing/msp-cws/?avpage-views=article&id=81874&fv=1
[2] https://www.brproud.com/sports/geaux-nation/lsu-baseball-releases-2023-schedule/
[2] https://www.gate.io/
[1] https://www.linkedin.com/feed/update/urn:li:share:6976639760266125312
[1] https://research.nelson-hall.com/search/?&avpage-views=article&id=81903&fv=1
[1] https://research.nelson-hall.com/blogs/?avpage-views=blog&type=post&post_id=1153
[1] https://research.nelson-hall.com/blogs-webcasts/nelsonhall-blog/?avpage-views=blog&type=post&post_id=1153
[1] https://workspend.com/events-and-webinars/

Top URLs in Tweet in G1:
[2] https://www.gate.io/
[1] https://twitter.com/whitesox/status/1566239306443673601
[1] https://www.etsy.com/listing/1263341392/private-eyelines-have-i-got-fake-brexit?t=1662364182
[1] https://old.fantasyalarm.com/mlb/weather/
[1] https://twitter.com/acilkripto
[1] https://twitter.com/joeycraig/status/1568371492811059200
[1] https://bit.ly/3oDitnO?utm_content=220899749&utm_medium=social&utm_source=twitter&hss_channel=tw-712669064
[1] https://www.etsy.com/listing/244228719/vintage-cigar-cutter-with-ornate-brass
[1] https://www.ebay.co.uk/itm/234695236387
[1] https://en.wikipedia.org/wiki/Celebrity_worship_syndrome

Top URLs in Tweet in G4:
[2] https://research.nelson-hall.com/sourcing-expertise/hr-outsourcing/msp-cws/?avpage-views=article&id=81874&fv=1
[1] https://research.nelson-hall.com/search/?&avpage-views=article&id=81903&fv=1
[1] https://research.nelson-hall.com/blogs/?avpage-views=blog&type=post&post_id=1153
[1] https://research.nelson-hall.com/blogs-webcasts/nelsonhall-blog/?avpage-views=blog&type=post&post_id=1153
[1] https://twitter.com/NikkiE_NH/status/1567255833800593413

Top URLs in Tweet in G7:
[3] https://lineprophet.com/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[104] cws
[18] mlb
[17] crypto
[16] kucoin
[16] algo
[15] changethegame
[8] happybirthday
[7] servicesprocurement
[6] rhcpatcws
[6] hr



Top Hashtags in Tweet in G1:
[65] cws
[17] mlb
[17] crypto
[16] kucoin
[16] algo
[15] changethegame
[3] mariners
[2] whitesox
[2] royals
[2] teamsihaveseenin2022

Top Hashtags in Tweet in G2:
[8] happybirthday
[1] cws
[1] tvstomhart

Top Hashtags in Tweet in G3:
[6] cws
[6] rhcpatcws

Top Hashtags in Tweet in G4:
[6] servicesprocurement
[5] cws
[5] nelsonhall
[5] hr
[4] msp
[4] contingentworkforce
[4] sow
[2] hro
[2] futurecws
[2] talentacquisition

Top Hashtags in Tweet in G5:
[1] blitzday
[1] cws

Top Hashtags in Tweet in G6:
[1] cws

Top Hashtags in Tweet in G7:
[5] cws
[3] ai

Top Hashtags in Tweet in G8:
[1] cws

Top Hashtags in Tweet in G9:
[1] toeslagenaffaire
[1] toeslagenschandaal
[1] cws

Top Hashtags in Tweet in G10:
[1] nft
[1] nftcollector
[1] nftart
[1] cws
[1] btc
[1] eth
[1] nftcommmunity

Top Words
Top Words in Tweet in Entire Graph:
[104] #cws
[45] mean
[45] cws
[35] 2022
[35] 09
[32] usdt
[25] above
[20] game
[18] #mlb
[17] #crypto

Top Words in Tweet in G1:
[65] #cws
[45] mean
[42] cws
[35] 09
[33] 2022
[32] usdt
[25] above
[17] #mlb
[17] #crypto
[16] game

Top Words in Tweet in G2:
[8] always
[8] fun
[8] working
[8] one
[8] best
[8] business
[8] join
[8] wishing
[8] tom_hart
[8] #happybirthday

Top Words in Tweet in G3:
[6] roll
[6] call
[6] #cws
[6] chilipeppers
[6] #rhcpatcws
[5] cwstadium

Top Words in Tweet in G4:
[6] nikkie_nh
[6] #servicesprocurement
[5] #cws
[5] #nelsonhall
[5] #hr
[4] #msp
[4] nhinsight
[4] #contingentworkforce
[4] blog
[4] pontoonsolution

Top Words in Tweet in G7:
[5] #cws
[3] good
[3] guys
[3] top
[3] #ai
[2] lineprophetllc

Top Words in Tweet in G10:
[2] another
[2] cunningwolfnft
[2] added
[2] vault
[2] one
[2] big
[2] bets
[2] longrun
[2] token
[2] flare

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[16] 2022,09
[16] algo,detection
[16] detection,cws
[16] cws,usdt
[16] usdt,09
[16] current,price
[16] usdt,exchange
[16] exchange,#kucoin
[16] #kucoin,investment
[16] investment,advice

Top Word Pairs in Tweet in G1:
[16] algo,detection
[16] detection,cws
[16] cws,usdt
[16] usdt,09
[16] current,price
[16] usdt,exchange
[16] exchange,#kucoin
[16] #kucoin,investment
[16] investment,advice
[16] advice,follow

Top Word Pairs in Tweet in G2:
[8] always,fun
[8] fun,working
[8] working,one
[8] one,best
[8] best,business
[8] business,join
[8] join,wishing
[8] wishing,tom_hart
[8] tom_hart,#happybirthday
[8] #happybirthday,few

Top Word Pairs in Tweet in G3:
[6] roll,call
[6] call,#cws
[6] #cws,chilipeppers
[6] chilipeppers,#rhcpatcws
[5] cwstadium,roll

Top Word Pairs in Tweet in G4:
[4] evolutionary,#servicesprocurement
[3] latest,blog
[3] blog,shows
[3] shows,pontoonsolution
[3] pontoonsolution,implemented
[3] implemented,first
[3] first,pillar
[3] pillar,evolutionary
[3] #servicesprocurement,#sow
[2] nikkie_nh,nhinsight

Top Word Pairs in Tweet in G7:
[3] good,guys
[3] guys,#cws
[3] #cws,top
[3] top,#ai
[2] lineprophetllc,good

Top Word Pairs in Tweet in G10:
[2] another,cunningwolfnft
[2] cunningwolfnft,added
[2] added,vault
[2] vault,one
[2] one,big
[2] big,bets
[2] bets,longrun
[2] longrun,token
[2] token,flare
[2] flare,come

Top Replied-To
Top Replied-To in Entire Graph:
@cwsshotboard
@mrmatthewcfb

Top Replied-To in G6:
@cwsshotboard

Top Replied-To in G7:
@mrmatthewcfb

Top Mentioned
Top Mentioned in Entire Graph:
@tom_hart
@realbenmcdonald
@chilipeppers
@nikkie_nh
@cwstadium
@nhinsight
@pontoonsolution
@lineprophetllc
@cunningwolfnft
@sianalysts

Top Mentioned in G2:
@tom_hart
@realbenmcdonald
@ncaabaseball
@secnetwork
@d1baseball

Top Mentioned in G3:
@chilipeppers
@cwstadium

Top Mentioned in G4:
@nikkie_nh
@nhinsight
@pontoonsolution
@rsoutsourcing

Top Mentioned in G5:
@carlossilva_86
@vinecia_f
@onenynj
@att

Top Mentioned in G6:
@ou_football
@ou_athletics

Top Mentioned in G7:
@lineprophetllc

Top Mentioned in G8:
@kayleehartung
@alexyoung_23
@vandyboys

Top Mentioned in G9:
@minpres
@stas_td

Top Mentioned in G10:
@cunningwolfnft
@kinjagangnft

Top Tweeters
Top Tweeters in Entire Graph:
@education_24x7
@pyscalellc
@friends2support
@att
@directorstalk
@atsstats
@ryanhyattmedia
@tlcolson
@d1baseball
@ecsportsinvest

Top Tweeters in G1:
@friends2support
@ecsportsinvest
@algocryptom
@bilblogz
@matttoomey
@daruya2
@jewellen
@cryptoalerted
@fns124
@acilkripto

Top Tweeters in G2:
@d1baseball
@eastcoastcrumbs
@secnetwork
@tom_hart
@ncaabaseball
@realbenmcdonald
@secwknd
@cathcartaaron44
@txcamo3
@therealbone

Top Tweeters in G3:
@flmandan_mufc
@mariatabreu
@dakotaconway21
@april24410612
@cwstadium
@nftverso_
@chilipeppers

Top Tweeters in G4:
@nhinsight
@garyb_nh
@pontoonsolution
@rsoutsourcing
@nikkie_nh
@jeaninect_nh

Top Tweeters in G5:
@att
@onenynj
@vinecia_f
@danny_ferraro22
@carlossilva_86

Top Tweeters in G6:
@ou_athletics
@ou_football
@seanrguy
@cwsshotboard

Top Tweeters in G7:
@education_24x7
@pyscalellc
@mrmatthewcfb
@lineprophetllc

Top Tweeters in G8:
@vandyboys
@kayleehartung
@alexyoung_23
@tcuhypnotoad

Top Tweeters in G9:
@minpres
@wen_wal
@stas_td

Top Tweeters in G10:
@kinjagangnft
@cunningwolfnft
@wooge_loren


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