#SmashingConf, Twitter, 4/16/2019 9:10:49 PM, 193914


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#SmashingConf_2019-04-16_13-59-08.xlsx
#SmashingConf_2019-04-16_13-59-08.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
April 16, 2019
Short Description:
#SmashingConf via NodeXL http://bit.ly/2V1hX5X
@smashingconf
@sarasoueidan
@mandy_kerr
@jpamental
@seaotta
@mariondita
@dpropps
@szynszyliszys
@brad_frost
@productbits

Top hashtags:
#smashingconf
#ux
#design
#a11y
#frontend
#accessibility
#code
#graffiti
#sfo

Description:
Description
The graph represents a network of 159 Twitter users whose recent tweets contained "#SmashingConf", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 16 April 2019 at 21:05 UTC.

The tweets in the network were tweeted over the 8-day, 13-hour, 27-minute period from Monday, 08 April 2019 at 07:34 UTC to Tuesday, 16 April 2019 at 21:02 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 : 159
Unique Edges : 294
Edges With Duplicates : 148
Total Edges : 442
Self-Loops : 86
Reciprocated Vertex Pair Ratio : 0.0808823529411765
Reciprocated Edge Ratio : 0.149659863945578
Connected Components : 25
Single-Vertex Connected Components : 22
Maximum Vertices in a Connected Component : 132
Maximum Edges in a Connected Component : 414
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.053669
Graph Density : 0.0117028898973012
Modularity : 0.418982
NodeXL Version : 1.0.1.410

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[8] https://chrome.google.com/webstore/detail/accessibility-insights-fo/pbjjkligggfmakdaogkfomddhfmpjeni
[5] http://tweetedtimes.com/helikopterdsgn/must-follow-web-designers-2
[3] https://www.meetup.com/SmashingConf/events/258239197/
[3] https://www.google.com/maps/place/Landmark+Building+C,+San+Francisco,+CA+94109/@37.8068033,-122.4325784,18z/data=!3m1!4b1!4m5!3m4!1s0x8085812766c509cb:0xff3b48b35c16ad51!8m2!3d37.8068033!4d-122.4314841?shorturl=1
[2] https://smashingconf.com/sf-2019/graffiti-walk
[2] https://greensock.com/
[2] http://jakearchibald.github.io/jank-invaders/
[2] https://smashingconf.com/sf-2019/
[2] https://docs.google.com/document/d/1QyKY017Q5RZ5hQphtiNYVbp82oUZEeWXDaImhAYAs3E/edit#heading=h.hdgw2obvyuvy
[2] https://smashingconf.com

Top URLs in Tweet in G1:
[5] http://tweetedtimes.com/helikopterdsgn/must-follow-web-designers-2
[3] https://www.meetup.com/SmashingConf/events/258239197/
[2] https://smashingconf.com/sf-2019/
[2] https://smashingconf.com
[2] https://smashingconf.com/sf-2019/graffiti-walk
[2] https://www.google.com/maps/place/Landmark+Building+C,+San+Francisco,+CA+94109/@37.8068033,-122.4325784,18z/data=!3m1!4b1!4m5!3m4!1s0x8085812766c509cb:0xff3b48b35c16ad51!8m2!3d37.8068033!4d-122.4314841?shorturl=1
[2] https://docs.google.com/document/d/1QyKY017Q5RZ5hQphtiNYVbp82oUZEeWXDaImhAYAs3E/edit#heading=h.hdgw2obvyuvy
[1] https://twitter.com/Rushlet_/status/1115153236040847360
[1] https://paper.dropbox.com/doc/SmashingConf-San-Francisco-2019-Attendee-Handbook--AaqbohuHmSW8BzTH7ps_Ox7SAg-cttUiXL90pXt6QU6Zg16M#:h2=Morning-Run
[1] https://smashingconf.herokuapp.com/

Top URLs in Tweet in G2:
[5] https://chrome.google.com/webstore/detail/accessibility-insights-fo/pbjjkligggfmakdaogkfomddhfmpjeni

Top URLs in Tweet in G3:
[1] https://www.google.com/maps/place/Landmark+Building+C,+San+Francisco,+CA+94109/@37.8068033,-122.4325784,18z/data=!3m1!4b1!4m5!3m4!1s0x8085812766c509cb:0xff3b48b35c16ad51!8m2!3d37.8068033!4d-122.4314841?shorturl=1
[1] https://www.instagram.com/p/BwUh9Kjh_PZ/?utm_source=ig_twitter_share&igshid=1l57d1zk2qw2j
[1] https://noti.st/events/aYXQ8y/smashing-conference
[1] https://twitter.com/smashingconf/status/1118226813581496320

Top URLs in Tweet in G4:
[1] https://github.com/bradfrost/vanilla-pl-hbs
[1] https://github.com/bradfrost/vanilla-react
[1] https://www.mediawiki.org/wiki/OOUI
[1] https://twitter.com/markodugonjic/status/1118192749319086080

Top URLs in Tweet in G5:
[2] http://jakearchibald.github.io/jank-invaders/
[1] https://twitter.com/markodugonjic/status/1118216884317327360

Top URLs in Tweet in G6:
[3] https://chrome.google.com/webstore/detail/accessibility-insights-fo/pbjjkligggfmakdaogkfomddhfmpjeni
[2] https://greensock.com/
[1] https://smashed.by/sf1
[1] https://docs.google.com/document/d/1QyKY017Q5RZ5hQphtiNYVbp82oUZEeWXDaImhAYAs3E/mobilebasic
[1] https://patternlab.io
[1] http://bradfrost.com/blog/post/a-frontend-workshop-environment/
[1] http://bradfrost.com/blog/post/where-to-put-one-off-components/
[1] https://developer.paciellogroup.com/blog/2013/12/using-aria-enhance-svg-accessibility/
[1] https://www.sitepoint.com/tips-accessible-svg/
[1] https://material.io/design/usability/accessibility.html

Top URLs in Tweet in G7:
[1] https://twitter.com/jrotering/status/1117995195771965441

Top Domains
Top Domains in Tweet in Entire Graph:
[18] google.com
[10] smashingconf.com
[6] twitter.com
[5] tweetedtimes.com
[3] meetup.com
[3] workable.com
[2] greensock.com
[2] github.io
[2] caniuse.com
[2] bradfrost.com

Top Domains in Tweet in G1:
[10] smashingconf.com
[7] google.com
[5] tweetedtimes.com
[3] meetup.com
[2] twitter.com
[1] dropbox.com
[1] herokuapp.com
[1] mason.cyou
[1] ericholscher.com

Top Domains in Tweet in G2:
[5] google.com

Top Domains in Tweet in G3:
[1] google.com
[1] instagram.com
[1] noti.st
[1] twitter.com

Top Domains in Tweet in G4:
[2] github.com
[1] mediawiki.org
[1] twitter.com

Top Domains in Tweet in G5:
[2] github.io
[1] twitter.com

Top Domains in Tweet in G6:
[5] google.com
[3] workable.com
[2] greensock.com
[2] bradfrost.com
[2] caniuse.com
[1] smashed.by
[1] patternlab.io
[1] paciellogroup.com
[1] sitepoint.com
[1] material.io

Top Domains in Tweet in G7:
[1] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[263] smashingconf
[7] ux
[7] design
[6] a11y
[5] frontend
[4] accessibility
[3] code
[2] graffiti
[2] sfo
[2] tweenmax



Top Hashtags in Tweet in G1:
[69] smashingconf
[3] ux
[2] graffiti
[2] sfo
[1] a11y
[1] websesign
[1] streetart
[1] design

Top Hashtags in Tweet in G2:
[27] smashingconf
[1] webdevelopment

Top Hashtags in Tweet in G3:
[24] smashingconf
[1] computas

Top Hashtags in Tweet in G4:
[41] smashingconf
[1] a11y
[1] accessible
[1] confused
[1] perfmatters

Top Hashtags in Tweet in G5:
[26] smashingconf
[1] a11y
[1] accessibility

Top Hashtags in Tweet in G6:
[61] smashingconf
[2] tweenmax
[1] a11y

Top Hashtags in Tweet in G7:
[7] smashingconf
[2] accessibility
[2] a11y
[1] web
[1] frontend
[1] webdev
[1] gdcfp

Top Hashtags in Tweet in G8:
[6] design
[4] smashingconf
[4] ux
[4] frontend
[3] code
[2] uxdesign
[1] accessibility
[1] userexperience
[1] xd
[1] dataviz

Top Hashtags in Tweet in G9:
[1] smashingconf
[1] wtfpod
[1] marcmaron

Top Hashtags in Tweet in G10:
[1] smashingconf

Top Words
Top Words in Tweet in Entire Graph:
[261] Words in Sentiment List#1: Positive
[69] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[5731] Non-categorized Words
[6061] Total Words
[263] #smashingconf
[56] smashingconf
[50] sarasoueidan
[37] web
[30] sf

Top Words in Tweet in G1:
[69] #smashingconf
[33] smashingconf
[19] sf
[14] meet
[13] see
[11] conference
[11] morning
[11] wait
[11] first
[10] amazing

Top Words in Tweet in G2:
[27] #smashingconf
[15] sarasoueidan
[12] come
[9] accessibility
[7] check
[7] out
[7] canary
[7] build
[7] msedgedev
[7] edge

Top Words in Tweet in G3:
[24] #smashingconf
[4] t
[4] san
[4] francisco
[3] more
[3] week
[3] sf
[3] design
[3] system
[2] wait

Top Words in Tweet in G4:
[41] #smashingconf
[11] sarasoueidan
[9] szynszyliszys
[9] focus
[8] performance
[7] smashingconf
[7] design
[6] drewm
[6] system
[6] brad_frost

Top Words in Tweet in G5:
[26] #smashingconf
[12] performance
[12] web
[9] re
[9] collectively
[9] bad
[9] exists
[9] chriscoyier
[9] jpamental
[5] s

Top Words in Tweet in G6:
[61] #smashingconf
[17] sarasoueidan
[13] accessibility
[11] accessible
[10] brad_frost
[9] design
[8] szynszyliszys
[7] learning
[7] s
[7] dylanbarrell

Top Words in Tweet in G7:
[7] brilliant
[7] tiffany_tse
[7] #smashingconf
[6] women
[6] better
[6] rushlet_
[5] fascinating
[5] talks
[5] amazing
[5] making

Top Words in Tweet in G8:
[6] #design
[5] s
[4] smashingmag
[4] #smashingconf
[4] #ux
[4] #frontend
[3] sf
[3] uxpin
[3] marcintreder
[3] preaching

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[27] sarasoueidan,#smashingconf
[19] #smashingconf,sf
[16] szynszyliszys,#smashingconf
[15] design,system
[12] san,francisco
[11] re,collectively
[11] collectively,bad
[11] bad,performance
[11] performance,web
[11] web,exists

Top Word Pairs in Tweet in G1:
[12] #smashingconf,sf
[7] team,complete
[7] complete,boxes
[7] boxes,unpacked
[7] unpacked,goodies
[7] goodies,look
[7] look,amazing
[7] amazing,wait
[7] wait,meet
[7] good,morning

Top Word Pairs in Tweet in G2:
[7] come,check
[7] check,out
[7] out,canary
[7] canary,build
[7] build,msedgedev
[7] msedgedev,#smashingconf
[7] #smashingconf,edge
[7] edge,lounge
[6] accessibility,insights
[6] insights,web

Top Word Pairs in Tweet in G3:
[4] san,francisco
[3] design,system
[2] smashingmag,smashingconf
[2] fort,mason
[2] #smashingconf,san

Top Word Pairs in Tweet in G4:
[7] szynszyliszys,#smashingconf
[6] sarasoueidan,#smashingconf
[5] performance,debugging
[5] design,system
[4] build,design
[4] effortless,performance
[4] focus,visible
[3] debugging,szynszyliszys
[3] join,rachelandrew
[3] rachelandrew,drewm

Top Word Pairs in Tweet in G5:
[9] re,collectively
[9] collectively,bad
[9] bad,performance
[9] performance,web
[9] web,exists
[9] exists,chriscoyier
[9] chriscoyier,#smashingconf
[8] jpamental,re
[3] make,sure
[2] szynszyliszys,demonstrating

Top Word Pairs in Tweet in G6:
[15] sarasoueidan,#smashingconf
[7] szynszyliszys,#smashingconf
[7] wireframes,accessible
[5] brad_frost,#smashingconf
[5] #smashingconf,workshops
[5] workshops,running
[5] running,dylanbarrell
[5] dylanbarrell,hello
[5] hello,translate
[5] translate,wireframes

Top Word Pairs in Tweet in G7:
[5] brilliant,fascinating
[5] fascinating,talks
[5] talks,amazing
[5] amazing,women
[5] women,making
[5] making,web
[5] web,better
[5] better,place
[5] place,tiffany_tse
[5] tiffany_tse,alispivak

Top Word Pairs in Tweet in G8:
[3] smashingmag,#smashingconf
[3] uxpin,s
[3] s,marcintreder
[3] marcintreder,preaching
[3] preaching,power
[3] power,#code
[3] #code,based
[3] based,#design
[3] #design,tools
[3] tools,t

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@sarasoueidan
@smashingconf
@szynszyliszys
@brad_frost
@markodugonjic
@jpamental
@chriscoyier
@rushlet_
@drewm
@dequesystems

Top Mentioned in G1:
@smashingconf
@rushlet_
@dkundel
@dequesystems
@drewm
@szynszyliszys
@dsenneff
@jrotering
@brad_frost
@sarasoueidan

Top Mentioned in G2:
@sarasoueidan
@msedgedev
@seaotta
@markodugonjic
@collwilliams
@meowlivia_
@mandy_kerr
@szynszyliszys
@falkowski

Top Mentioned in G4:
@sarasoueidan
@szynszyliszys
@smashingconf
@drewm
@brad_frost
@rachelandrew
@bradfrost
@productbits
@jpamental
@chriscoyier

Top Mentioned in G5:
@chriscoyier
@jpamental
@sarasoueidan
@szynszyliszys
@mandy_kerr
@jaffathecake
@smashingconf
@brad_frost
@productbits
@scottohara

Top Mentioned in G6:
@sarasoueidan
@brad_frost
@szynszyliszys
@dylanbarrell
@markodugonjic
@dequesystems
@smashingmag
@dsenneff
@smashingconf
@productbits

Top Mentioned in G7:
@tiffany_tse
@rushlet_
@alispivak
@smashingconf
@mariondita
@mand
@shopify
@mandy_kerr
@bbc
@dequesystems

Top Mentioned in G8:
@smashingmag
@marcintreder
@dpropps
@uxpin
@smashin
@tiffany_tse
@mandy_kerr
@rushlet_
@smashingcon

Top Mentioned in G9:
@smashingconf
@wtfpod
@marcmaron

Top Mentioned in G10:
@codeclanscot
@izettle

Top Tweeters
Top Tweeters in Entire Graph:
@javascriptflx
@smashingmag
@ajarvis728
@beep
@jaffathecake
@chrislove
@marcmaron
@sarasoueidan
@vio1965
@thelarkinn

Top Tweeters in G1:
@vio1965
@sarah_edo
@bobdesa64
@medium
@twilio
@infragistics
@hardfire
@harleygin
@djhuntpcg
@jeromehardaway

Top Tweeters in G2:
@chrislove
@sarasoueidan
@thelarkinn
@brandonleblanc
@seaotta
@falkowski
@slqix
@pase_lp
@dyobs
@marcellopalmit

Top Tweeters in G3:
@wombleton
@charis
@king_gabes
@paolabatiz
@starstew
@disneydustin
@cong_ph
@sidkamath18
@d3t0n8r
@kabirpatel2000

Top Tweeters in G4:
@brad_frost
@g33konaut
@drewm
@rachelandrew
@lucaorio_
@mizzenandmain
@frontendbeast
@volker_e
@golodhros
@greensock

Top Tweeters in G5:
@beep
@jaffathecake
@chriscoyier
@henrihelvetica
@jpamental
@kylealden
@seduerey
@scottohara
@andybelldesign
@msftenable

Top Tweeters in G6:
@javascriptflx
@smashingmag
@ajarvis728
@tackjhompson
@jen_thorney
@markodugonjic
@jlineback
@dequesystems
@dylanbarrell
@sarasou

Top Tweeters in G7:
@firefox
@bbc
@shopify
@tmaslen
@mozilla
@mariondita
@svinkle
@sandrapersing
@alispivak
@tiffany_tse

Top Tweeters in G8:
@uxpin
@marcintreder
@ridgevc
@dpropps
@smashingcon
@smashin

Top Tweeters in G9:
@marcmaron
@wtfpod
@jaywdesigns

Top Tweeters in G10:
@codeclanscot
@izettle
@aidanpinkman


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