marc_smith, Twitter, 5/16/2019 7:52:27 AM, 197007


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marc_smith_2019-05-16_00-42-59.xlsx
marc_smith_2019-05-16_00-42-59.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 16, 2019
Short Description:
marc_smith via NodeXL http://bit.ly/2VJ2t7R
@marc_smith
@topcybernews
@edtech_stories
@tsnbobmckenzie
@vanguardsw
@ursbolt
@nodexl
@chidambara09
@gmacscotland
@alexklogan

Top hashtags:
#nowplaying
#ahorasuena
#hamont
#nodexl
#dyk
#didyouknow
#fatmanbeyond
#iclr2019

Description:
Description
The graph represents a network of 1,128 Twitter users whose tweets in the requested range contained "marc_smith", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 16 May 2019 at 07:43 UTC.

The requested start date was Thursday, 16 May 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 14-hour, 1-minute period from Thursday, 02 May 2019 at 00:10 UTC to Wednesday, 15 May 2019 at 14:12 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 : 1128
Unique Edges : 1298
Edges With Duplicates : 649
Total Edges : 1947
Number of Edge Types : 3
Mentions : 1531
Tweet : 300
Replies to : 116
Self-Loops : 300
Reciprocated Vertex Pair Ratio : 0.0219952867242734
Reciprocated Edge Ratio : 0.04304381245196
Connected Components : 239
Single-Vertex Connected Components : 119
Maximum Vertices in a Connected Component : 256
Maximum Edges in a Connected Component : 634
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.678109
Graph Density : 0.00102339733303127
Modularity : 0.64177
NodeXL Version : 1.0.1.412

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[28] https://chicago.suntimes.com/news/dcfs-review-information-lacking-investigators-case-managers-disconnect-pritzker-marc-smith/
[22] https://lasuperurbana.com/
[19] https://twitter.com/gswchris/status/1128368781598658560
[17] http://kq94.net/
[12] http://www.Fuerza943.com
[10] https://nodexlgraphgallery.org/Pages/Registration.aspx
[5] https://arxiv.org/abs/1811.00552
[5] http://www.ELBLOKERADIO.com
[5] https://www.youtube.com/watch?v=--BHuKeveg4&feature=youtu.be

[5] https://www.linkedin.com/pulse/six-infinity-stones-leadership-marc-smith-sacks-ma-pcc/?published=t

Top URLs in Tweet in G1:
[10] https://nodexlgraphgallery.org/Pages/Registration.aspx
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=195782
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=196246
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=196618
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=195403
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=195674
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=195921
[1] https://scotpublichealth.com/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=196624
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=196543

Top URLs in Tweet in G3:
[28] https://chicago.suntimes.com/news/dcfs-review-information-lacking-investigators-case-managers-disconnect-pritzker-marc-smith/
[22] https://lasuperurbana.com/
[17] http://kq94.net/
[12] http://www.Fuerza943.com
[5] http://www.ELBLOKERADIO.com
[3] http://www.snatchradio.com/
[3] https://dfmdance.out.airtime.pro/dfmdance_a
[3] http://wepa.fm/
[3] https://www.amazon.com/Está-Rico-Smith-Bunny-Anthony/dp/B07HNFVGBT?SubscriptionId=AKIAJ7HPQDOBIXXNVHTA&tag=wepafm-20&linkCode=sp1&camp=2025&creative=165953&creativeASIN=B07HNFVGBT
[2] https://play.anghami.com/song/41513438?bid=/FkkntLuBpW

Top URLs in Tweet in G7:
[1] https://twitter.com/HPbasketball/status/1127944442344759296
[1] https://www.sportsnet.ca/basketball/nba/gasol-knows-raptors-will-step-siakam-misses-game-4/

Top URLs in Tweet in G8:
[1] https://twitter.com/EdTech_Stories/status/1077383862794272769
[1] http://edutechstories.blogspot.com/2017/11/digcitsummit-spyquest-mission-help.html

Top URLs in Tweet in G10:
[1] https://twitter.com/Mattatthespec/status/1126279668255141893
[1] https://www.thespec.com/opinion-story/9346966-andrew-dreschel-baptism-by-fire-for-hamilton-s-new-city-manager/?utm_source=twitter&source=thespec&utm_medium=SocialMedia&utm_campaign=900pm&utm_campaign_id=Opinion&utm_content=andrew-dreschel-baptism-by-fire-for-hamilton-s-new-city-manager

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[27] nowplaying
[22] ahorasuena
[18] hamont
[12] nodexl
[11] dyk
[10] didyouknow
[9] fatmanbeyond
[7] iclr2019
[7] digitaltransformation
[6] ai



Top Hashtags in Tweet in G1:
[12] nodexl
[11] dyk
[10] didyouknow
[6] twitter
[5] ai
[4] iot
[3] rp19
[3] ssu2019
[3] socialmedia
[3] datascience

Top Hashtags in Tweet in G3:
[27] nowplaying
[22] ahorasuena
[5] np
[5] lamega105
[5] elblokeradio
[4] alexis_espargaro
[4] andrea_dovizioso
[4] bradley_smith
[4] danilo_petrucci
[4] jorge_lorenzo

Top Hashtags in Tweet in G6:
[5] internet
[5] digitaltransformation

Top Hashtags in Tweet in G7:
[1] wethenorth
[1] nbaplayoffs

Top Hashtags in Tweet in G8:
[1] digcitsummit

Top Hashtags in Tweet in G10:
[17] hamont
[1] yhmcc

Top Words
Top Words in Tweet in Entire Graph:
[344] Words in Sentiment List#1: Positive
[321] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[17744] Non-categorized Words
[18409] Total Words
[433] smith
[391] marc
[236] bowness
[153] anthony
[144] bad

Top Words in Tweet in G1:
[71] nodexl
[29] marc_smith
[24] topcybernews
[17] hashtags
[15] mikequindazzi
[15] ronald_vanloon
[15] chidambara09
[14] santchiweb
[12] #nodexl
[12] now

Top Words in Tweet in G2:
[236] bowness
[118] tsnbobmckenzie
[118] ott
[118] asked
[118] received
[118] permission
[118] dal
[118] interview
[118] stars
[118] assistant

Top Words in Tweet in G3:
[187] smith
[185] marc
[138] anthony
[131] bad
[131] bunny
[131] rico
[82] está
[41] 1
[40] ft
[29] dcfs

Top Words in Tweet in G4:
[2] 2

Top Words in Tweet in G5:
[4] realtt2020
[3] dustyhershberg2
[3] gatesrobin
[3] teresa_dagdag
[3] stiagn
[3] denverchannel
[3] kyleclark
[3] realerincruz
[3] 9news
[3] kdvr

Top Words in Tweet in G6:
[6] mhcommunicate
[5] harbrimah
[5] fastest
[5] #internet
[5] speeds
[5] world
[5] #digitaltransformation
[5] mhiesboeck
[5] kuriharan
[4] vanguardsw

Top Words in Tweet in G7:
[18] marc
[13] gasol
[12] eric__smith
[7] game
[6] s
[5] raptors
[5] per
[4] toronto
[4] season
[3] first

Top Words in Tweet in G8:
[3] people
[2] visual
[2] literacy
[2] develop
[2] marc_smith
[2] hope
[2] skypeclassroom
[2] twitter
[2] sfm36
[2] online

Top Words in Tweet in G9:
[10] marc
[10] joelembiid
[8] tobias31
[8] sixer67
[8] bensimmons25
[8] jimmybutler
[8] tjmcconnell
[8] jamesda_truth
[8] iamamirjohnson
[8] tharealjsimms

Top Words in Tweet in G10:
[21] new
[21] city
[21] manager
[21] smith
[19] investigation
[19] marc
[18] janette
[17] #hamont
[17] day
[17] 3

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[151] marc,anthony
[142] bad,bunny
[118] ott,asked
[118] asked,received
[118] received,permission
[118] permission,dal
[118] dal,interview
[118] interview,stars
[118] stars,assistant
[118] assistant,coach

Top Word Pairs in Tweet in G1:
[15] topcybernews,nodexl
[10] beautiful,maps
[10] #dyk,#didyouknow
[10] nodexl,network
[10] network,insights
[10] insights,collect
[10] collect,analyze
[10] analyze,visualize
[10] visualize,report
[10] report,connected

Top Word Pairs in Tweet in G2:
[118] ott,asked
[118] asked,received
[118] received,permission
[118] permission,dal
[118] dal,interview
[118] interview,stars
[118] stars,assistant
[118] assistant,coach
[118] coach,rick
[118] rick,bowness

Top Word Pairs in Tweet in G3:
[138] marc,anthony
[131] bad,bunny
[109] smith,bad
[91] anthony,smith
[81] está,rico
[51] bunny,está
[35] rico,marc
[27] dcfs,review
[27] review,information
[27] information,lacking

Top Word Pairs in Tweet in G5:
[3] dustyhershberg2,gatesrobin
[3] gatesrobin,realtt2020
[3] realtt2020,teresa_dagdag
[3] teresa_dagdag,stiagn
[3] stiagn,denverchannel
[3] denverchannel,kyleclark
[3] kyleclark,realerincruz
[3] realerincruz,9news
[3] 9news,kdvr
[2] liiililiiiliill,dustyhershberg2

Top Word Pairs in Tweet in G6:
[5] harbrimah,fastest
[5] fastest,#internet
[5] #internet,speeds
[5] speeds,world
[5] world,#digitaltransformation
[5] #digitaltransformation,mhcommunicate
[5] mhcommunicate,mhiesboeck
[5] mhiesboeck,kuriharan
[4] vanguardsw,harbrimah
[4] kuriharan,antgras

Top Word Pairs in Tweet in G7:
[13] marc,gasol
[5] per,game
[5] eric__smith,marc
[3] marc,davis
[2] gasol,play
[2] play,toronto
[2] toronto,milwaukee
[2] milwaukee,games
[2] games,first
[2] first,meeting

Top Word Pairs in Tweet in G8:
[2] visual,literacy

Top Word Pairs in Tweet in G9:
[8] tobias31,sixer67
[8] sixer67,joelembiid
[8] joelembiid,bensimmons25
[8] bensimmons25,jimmybutler
[8] jimmybutler,tjmcconnell
[8] tjmcconnell,jamesda_truth
[8] jamesda_truth,iamamirjohnson
[8] iamamirjohnson,tharealjsimms
[8] tharealjsimms,jonahbolden43
[8] jonahbolden43,zhaire_smith

Top Word Pairs in Tweet in G10:
[21] city,manager
[17] day,3
[17] marc,lemire
[16] update,new
[16] new,#hamont
[16] #hamont,city
[16] manager,day
[16] 3,janette
[16] janette,smith
[16] smith,investigation

Top Replied-To
Top Replied-To in Entire Graph:
@nodexl
@tobias31
@eric__smith
@topcybernews
@londontaxidrive
@_danny_j_smith_
@j_d_whiting
@marc__wilkinson
@wakeman_damian
@braswell_marc

Top Replied-To in G1:
@nodexl
@topcybernews
@thomas_harrer
@brismike1965
@docassar
@marc_smith
@retailmeeting

Top Replied-To in G2:
@jeff_beairsto

Top Replied-To in G4:
@areyouingrenin

Top Replied-To in G5:
@liiililiiiliill
@dustyhershberg2
@marc_lotter

Top Replied-To in G6:
@alvinfoo
@topcybernews

Top Replied-To in G7:
@eric__smith
@danno_omen
@masterdunk
@bleacherreport
@sportsnet
@derozanfan10
@bruce_arthur

Top Replied-To in G8:
@futurescot_news
@twitter
@stewartbrand

Top Replied-To in G9:
@tobias31
@eric__smith

Top Mentioned
Top Mentioned in Entire Graph:
@tsnbobmckenzie
@nodexl
@marc_smith
@billyreinhardt
@flybyknite
@topcybernews
@ronald_vanloon
@mikequindazzi
@chidambara09
@mattatthespec

Top Mentioned in G1:
@nodexl
@marc_smith
@topcybernews
@mikequindazzi
@ronald_vanloon
@chidambara09
@santchiweb
@kirkdborne
@gp_pulipaka
@sectest9

Top Mentioned in G2:
@tsnbobmckenzie

Top Mentioned in G3:
@glams_radio

Top Mentioned in G4:
@williehandler
@thewife101
@mercedessiler
@mae_mckinnon
@tanyapacker2
@barrysbrunswick
@mreinekewrites
@realjmcdonough
@curleyhammcozy
@mandylawson7

Top Mentioned in G5:
@realtt2020
@gatesrobin
@teresa_dagdag
@stiagn
@denverchannel
@kyleclark
@realerincruz
@9news
@kdvr
@dustyhershberg2

Top Mentioned in G6:
@mhcommunicate
@harbrimah
@mhiesboeck
@kuriharan
@vanguardsw
@antgras
@marc_smith
@evankirstel
@enricomolinari
@cgledhill

Top Mentioned in G7:
@eric__smith
@paul__jones
@michaelgrange
@smithraps
@jlew1050
@jackarmstrong04
@bychrisblack
@zachlowe_nba
@ryanfabro590
@hellooojack

Top Mentioned in G8:
@marc_smith
@skypeclassroom
@sfm36
@nodexl
@guardian
@loisbeckett
@biz
@nickpickles
@johnmcalaney
@techethicist

Top Mentioned in G9:
@joelembiid
@sixer67
@bensimmons25
@jimmybutler
@tjmcconnell
@jamesda_truth
@iamamirjohnson
@tharealjsimms
@jonahbolden43
@zhaire_smith

Top Mentioned in G10:
@mattatthespec
@jsmithham1
@joeycoleman
@thespec
@andrewdreschel

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@ilnewsnetwork
@evankirstel
@nhlsabresnews
@chidambara09
@eraser
@elblokeradio
@fuerza943fm
@guardian
@fintechna

Top Tweeters in G1:
@sectest9
@evankirstel
@chidambara09
@fintechna
@ramikantari
@calcaware
@rwang0
@santchiweb
@machinelearn_d
@muzaffar1969

Top Tweeters in G2:
@nhlsabresnews
@enrico056
@jamesdownie1
@chriswasseldfs
@hunterhodies
@skjeididijudge
@hopinthecordoba
@flyer4life
@darknngel
@christyg1287

Top Tweeters in G3:
@ilnewsnetwork
@elblokeradio
@fuerza943fm
@wruvplaystream
@latidos937
@kq945
@illinews
@glams_radio
@northtrenton
@tricapconsult

Top Tweeters in G4:
@k_kibbee
@thecleftontwain
@chipmunkofpower
@cl_schneider
@williehandler
@amina_leeds
@mooney365
@dawnhosmer7
@thewife101
@dzintrasullivan

Top Tweeters in G5:
@9news
@bluesea1964
@realtt2020
@denverchannel
@realerincruz
@hlaurora63
@dawn_demore1
@kdvr
@denverpost
@battleofever

Top Tweeters in G6:
@marshacollier
@kuriharan
@jmarinpu
@sminaev2015
@paula_piccard
@psb_dc
@jimmarous
@gogetsmarthome
@mvollmer1
@mhiesboeck

Top Tweeters in G7:
@bruce_arthur
@sportsnet
@eric__smith
@bleacherreport
@stackmack
@leorautins
@michaelgrange
@jlew1050
@zachlowe_nba
@bychrisblack

Top Tweeters in G8:
@guardian
@skype
@schleiderjustin
@edtech_stories
@lego_group
@ianstuart66
@hrheingold
@skypeclassroom
@loisbeckett
@rsehji

Top Tweeters in G9:
@sportscenter
@raptors
@tobias31
@chiggsy
@tharealjsimms
@snipershake
@professorwentz
@d_smith__23
@jamesda_truth
@jimmybutler

Top Tweeters in G10:
@debeauxos1
@thespec
@joeycoleman
@matthewgreenndp
@susanclairmont
@donhanzel
@rayburnbev
@lylamiklos
@sklazinga
@mattatthespec