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fastcompany_2018-01-12_12-33-21.xlsx
fastcompany_2018-01-12_12-33-21.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 12, 2018
Short Description:
fastcompany via NodeXL http://bit.ly/2EBnioy
@fastcompany
@loomiaco
@purtov_ib
@fastcoideas
@livetreehq
@fastcolead
@arnebelter
@btschiller

Description:
Description
The graph represents a network of 4,068 Twitter users whose tweets in the requested range contained "fastcompany", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 12 January 2018 at 20:36 UTC.

The requested start date was Friday, 12 January 2018 at 01:01 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 11-day, 4-hour, 33-minute period from Sunday, 31 December 2017 at 07:22 UTC to Thursday, 11 January 2018 at 11:56 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 : 4068
Unique Edges : 4255
Edges With Duplicates : 1945
Total Edges : 6200
Self-Loops : 3066
Reciprocated Vertex Pair Ratio : 0.00238907849829352
Reciprocated Edge Ratio : 0.00476676881171263
Connected Components : 1667
Single-Vertex Connected Components : 1276
Maximum Vertices in a Connected Component : 1583
Maximum Edges in a Connected Component : 2541
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.461791
Graph Density : 0.000177520629746728
Modularity : 0.533902
NodeXL Version : 1.0.1.390

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[67] https://www.fastcompany.com/40512507/iceland-just-made-it-illegal-to-pay-men-more-than-women-for-the-same-job
[60] https://buff.ly/2CMK8dg
[47] https://www.fastcompany.com/40454616/can-we-all-agree-that-plastic-straws-are-totally-unnecessary?utm_campaign=Twitter&utm_source=Link&utm_medium=US
[33] https://www.fastcompany.com/40502720/2018-is-going-to-be-a-massive-year-for-the-blockchain-the-tech-behind-bitcoins
[29] https://buff.ly/2DV1JPv
[25] https://www.fastcompany.com/40503654/the-most-important-tech-trends-of-2018-according-to-top-vcs
[24] https://www.fastcompany.com/40503648/why-2018-will-be-the-year-of-vr-2-0
[23] https://www.fastcompany.com/40508272/11-expert-tips-to-make-2018-your-most-productive-year-ever
[23] https://buff.ly/2DuGVhp
[23] https://www.fastcompany.com/40514426/twitter-has-quietly-started-verifying-users-again

Top URLs in Tweet in G1:
[17] https://www.fastcompany.com/40512507/iceland-just-made-it-illegal-to-pay-men-more-than-women-for-the-same-job
[15] https://www.fastcompany.com/40510095/snubbing-fcc-states-are-writing-their-own-net-neutrality-laws
[15] http://agencysocial.com
[12] https://www.fastcompany.com/40502720/2018-is-going-to-be-a-massive-year-for-the-blockchain-the-tech-behind-bitcoins
[12] https://www.fastcompany.com/40508272/11-expert-tips-to-make-2018-your-most-productive-year-ever
[12] https://www.fastcompany.com/40503654/the-most-important-tech-trends-of-2018-according-to-top-vcs
[10] https://www.fastcompany.com/40511575/the-shroom-boom-will-trendy-medicinal-mushrooms-go-mainstream-in-2018
[9] https://www.fastcompany.com/40515032/didi-chuxing-chinas-ride-sharing-king-is-getting-into-bike-sharing-now?partner=feedburner&utm_source=dlvr.it&utm_medium=twitter&utm_campaign=feedburner%20fastcompany&utm_content=feedburner
[9] https://www.fastcompany.com/40515049/how-to-teach-your-brain-something-it-wont-forget-a-week-later?partner=feedburner&utm_source=dlvr.it&utm_medium=twitter&utm_campaign=feedburner%20fastcompany&utm_content=feedburner
[8] https://www.fastcompany.com/40510456/4-stupidly-simple-habit-changes-to-lower-your-work-stress-this-year

Top URLs in Tweet in G2:
[59] https://buff.ly/2CMK8dg
[29] https://buff.ly/2DV1JPv
[23] https://buff.ly/2DuGVhp
[18] https://www.fastcompany.com/40503654/the-most-important-tech-trends-of-2018-according-to-top-vcs?utm_content=buffer5c4af&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[15] https://www.fastcompany.com/40514428/to-end-a-food-desert-these-community-members-opened-their-own-grocery?utm_content=buffereb5ae&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[13] https://buff.ly/2lp0ekX
[13] https://buff.ly/2DsstXs
[13] https://buff.ly/2E8tNje
[12] https://www.fastcompany.com/40513786/need-a-creative-idea-in-10-minutes-play-with-the-stuff-on-your-desk?utm_content=buffer09164&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[11] https://www.fastcompany.com/40514649/uberand8217s-robo-air-taxior-at-least-part-of-itdebuts-at-ces?utm_content=bufferdb992&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G3:
[11] https://buff.ly/2DSApBA
[8] https://buff.ly/2l2Gwvd
[7] https://www.fastcompany.com/3059631/in-off-grid-regions-cheap-solar-kits-could-spread-as-quickly-as-mobile-
[6] https://buff.ly/2kWu1SJ
[6] https://buff.ly/2kQ6C5o
[5] https://buff.ly/2lmpybj
[5] https://buff.ly/2CHtPOE
[4] https://buff.ly/2DTShf5
[4] https://www.fastcompany.com/3052647/a-new-kind-of-irrigation-could-boost-african-farming-and-its-powered-by-the-sun?utm_content=buffer267ad&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://buff.ly/2CY8xv8

Top URLs in Tweet in G4:
[8] http://ed.gr/kk9n
[2] https://twitter.com/FastCompany/status/920318645682700288
[1] https://twitter.com/i/web/status/947135265113608192
[1] https://twitter.com/i/web/status/947174721807728640
[1] https://twitter.com/i/web/status/948572222343573510
[1] https://twitter.com/i/web/status/947847427763077123
[1] https://twitter.com/i/web/status/931118377690681344

Top URLs in Tweet in G5:
[7] https://buff.ly/2DpJQIr
[4] https://buff.ly/2E6ZqtD
[4] https://buff.ly/2DA4rtJ
[3] https://buff.ly/2q67BTX
[3] https://buff.ly/2DqMNIE
[3] https://www.fastcompany.com/40503317/your-digital-detox-17-smartphone-apps-to-delete-in-2018
[3] https://buff.ly/2Dwv2HM
[3] http://owl.li/m0Wh30hy2XS
[2] https://buff.ly/2lDWXzm
[2] https://buff.ly/2q8wXR0

Top URLs in Tweet in G6:
[47] https://www.fastcompany.com/40454616/can-we-all-agree-that-plastic-straws-are-totally-unnecessary?utm_campaign=Twitter&utm_source=Link&utm_medium=US
[1] https://twitter.com/i/web/status/947539133064466432

Top URLs in Tweet in G7:
[21] https://buff.ly/2Bzv9pc
[18] https://www.fastcompany.com/40512552/the-growing-movement-to-create-city-run-public-banks?utm_content=buffera2ced&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G8:
[22] https://www.fastcompany.com/40502720/2018-is-going-to-be-a-massive-year-for-the-blockchain-the-tech-behind-bitcoins?utm_content=buffer0ff2e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/i/web/status/951037293162360832
[1] http://bit.ly/2CRQ7k9
[1] https://twitter.com/i/web/status/951044706020003840
[1] https://twitter.com/i/web/status/951037293124554752
[1] https://twitter.com/i/web/status/950600543491239938

Top URLs in Tweet in G9:
[9] http://dlvr.it/Q8Q8bT
[7] http://dlvr.it/Q8JMV7
[5] http://dlvr.it/Q8PvG8
[5] http://dlvr.it/Q8jZM1
[3] http://dlvr.it/Q8sgJP
[2] https://www.fastcompany.com/40515985/a-peek-at-misty-an-advanced-programmable-home-robot-that-makes-faces?partner=feedburner&utm_source=dlvr.it&utm_medium=twitter&utm_campaign=feedburner%20fastcompany&utm_content=feedburner
[2] http://dlvr.it/Q8PvG0
[2] http://dlvr.it/Q8Z22y
[2] https://www.fastcompany.com/40515514/uber-will-pay-3-million-to-settle-new-york-class-action-suit?partner=feedburner&utm_source=dlvr.it&utm_medium=twitter&utm_campaign=feedburner%20fastcompany&utm_content=feedburner
[1] http://dlvr.it/Q8Z1ys

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/949012584866316289
[1] https://twitter.com/i/web/status/948524069082796033
[1] https://twitter.com/i/web/status/946872929949749250

Top Domains
Top Domains in Tweet in Entire Graph:
[2143] fastcompany.com
[902] twitter.com
[700] buff.ly
[223] dlvr.it
[153] bit.ly
[134] ift.tt
[82] lnkd.in
[64] linkedin.com
[58] goo.gl
[55] fb.me

Top Domains in Tweet in G1:
[941] fastcompany.com
[438] twitter.com
[137] dlvr.it
[100] ift.tt
[99] buff.ly
[72] lnkd.in
[55] bit.ly
[53] linkedin.com
[46] fb.me
[45] t.co

Top Domains in Tweet in G2:
[433] buff.ly
[365] fastcompany.com
[132] twitter.com
[20] bit.ly
[17] fastcodesign.com
[8] youtube.com
[8] ow.ly
[5] dy.si
[5] stfi.re
[3] google.com

Top Domains in Tweet in G3:
[66] buff.ly
[35] fastcompany.com
[34] twitter.com
[3] dlvr.it
[2] fastcoexist.com
[2] snip.ly

Top Domains in Tweet in G4:
[8] ed.gr
[7] twitter.com

Top Domains in Tweet in G5:
[35] buff.ly
[13] fastcompany.com
[4] dlvr.it
[4] twitter.com
[4] bit.ly
[3] owl.li
[2] paper.li

Top Domains in Tweet in G6:
[47] fastcompany.com
[1] twitter.com

Top Domains in Tweet in G7:
[21] buff.ly
[18] fastcompany.com

Top Domains in Tweet in G8:
[22] fastcompany.com
[4] twitter.com
[1] bit.ly

Top Domains in Tweet in G9:
[34] dlvr.it
[6] fastcompany.com
[1] snip.ly
[1] twitter.com

Top Domains in Tweet in G10:
[3] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[99] tech
[87] startup
[53] ai
[50] leadership
[43] technology
[41] entrepreneur
[38] blockchain
[35] ces2018
[31] productivity
[29] motivation



Top Hashtags in Tweet in G1:
[42] tech
[25] leadership
[18] motivation
[14] fastcompany
[12] socialmedia
[11] startups
[11] technology
[9] business
[8] productivity
[8] startup

Top Hashtags in Tweet in G2:
[29] tech
[21] ai
[19] digital
[18] iot
[18] fintech
[16] startup
[14] ces2018
[14] productivity
[12] hiring
[11] backtowork

Top Hashtags in Tweet in G3:
[14] sustainability
[7] tech
[7] vcs
[5] ces2018
[5] digitalhealth
[5] jpm18
[1] ces
[1] egalitefh

Top Hashtags in Tweet in G4:
[2] tbt
[2] blockchain
[2] greenenergy
[2] trending
[1] smartphones
[1] device
[1] ico

Top Hashtags in Tweet in G5:
[5] leadership
[3] success
[3] jobsearch
[2] digitaldetox
[2] smartphone
[2] apps
[2] free
[2] time
[2] activities
[2] newyear

Top Hashtags in Tweet in G8:
[2] team
[2] uc
[2] blockchains
[2] bitcoins
[1] fintech

Top Hashtags in Tweet in G9:
[1] samsung
[1] ces
[1] ces2018
[1] tech

Top Words
Top Words in Tweet in Entire Graph:
[3318] Words in Sentiment List#1: Positive
[1627] Words in Sentiment List#2: Negative
[45] Words in Sentiment List#3: Angry/Violent
[76710] Non-categorized Words
[81655] Total Words
[1226] fastcompany
[918] 2018
[754] year
[753] s
[716] more

Top Words in Tweet in G1:
[352] s
[350] 2018
[311] year
[285] new
[160] fast
[146] more
[133] job
[132] tech
[129] t
[122] resolutions

Top Words in Tweet in G2:
[959] fastcompany
[155] 2018
[135] s
[119] more
[107] here
[106] year
[99] work
[95] new
[94] now
[92] t

Top Words in Tweet in G3:
[137] fastcoideas
[22] people
[21] more
[21] right
[18] one
[17] 2018
[15] food
[15] time
[15] look
[15] universal

Top Words in Tweet in G4:
[204] more
[126] 2018
[80] blockchain
[78] year
[78] implemented
[78] areas
[78] using
[78] change
[78] way
[77] livetreehq

Top Words in Tweet in G5:
[39] fastcolead
[25] 2018
[16] fastcompany
[15] work
[15] 17
[15] smartphone
[15] apps
[15] delete
[13] simple
[13] people

Top Words in Tweet in G6:
[48] making
[48] stop
[48] using
[48] plastic
[48] straws
[48] new
[48] year
[48] s
[48] resolution
[48] re

Top Words in Tweet in G7:
[37] grwentworth
[21] brain
[21] hacks
[21] apps
[21] help
[21] remember
[21] names
[21] dates
[21] more
[18] growing

Top Words in Tweet in G8:
[24] fast
[24] company
[24] 2018
[24] going
[24] massive
[24] year
[24] blockchains
[24] tech
[24] behind
[24] bitcoins

Top Words in Tweet in G9:
[28] lorimoreno
[21] year
[16] 2018
[15] new
[9] s
[9] vr
[9] 2
[9] 0
[7] entrepreneur
[7] traded

Top Words in Tweet in G10:
[5] ericgarland
[3] louisemensch
[2] 911corlebra777
[2] counterchekist
[2] 20committee
[2] truefactsstated
[2] chrizap
[2] therickwilson
[2] fbi
[2] fbiwfo

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[211] new,year
[210] 2018,year
[180] year,s
[174] more,women
[174] pay,men
[173] made,illegal
[173] illegal,pay
[173] men,more
[171] iceland,made
[168] women,same

Top Word Pairs in Tweet in G1:
[111] new,year
[94] year,s
[94] fast,company
[91] entrepreneur,traded
[91] traded,new
[89] s,resolutions
[88] resolutions,yearly
[87] yearly,mantra
[75] 2018,year
[74] year,vr

Top Word Pairs in Tweet in G2:
[62] welcome,third
[62] third,nuclear
[62] nuclear,era
[62] era,trump
[62] trump,point
[62] point,return
[62] return,needed
[62] needed,now
[60] fastcompany,welcome
[60] now,writes

Top Word Pairs in Tweet in G3:
[15] time,look
[15] look,universal
[15] universal,basic
[15] basic,income
[15] income,venture
[15] venture,capital
[15] capital,people
[15] people,instead
[15] instead,handout
[14] fastcoideas,time

Top Word Pairs in Tweet in G4:
[78] 2018,year
[78] year,blockchain
[78] blockchain,implemented
[78] implemented,more
[78] more,more
[78] more,areas
[78] areas,using
[78] using,change
[78] change,way
[77] livetreehq,2018

Top Word Pairs in Tweet in G5:
[15] 17,smartphone
[15] smartphone,apps
[15] apps,delete
[15] delete,2018
[11] digital,detox
[11] detox,17
[10] people,manage
[10] manage,lot
[10] lot,accomplished
[10] accomplished,each

Top Word Pairs in Tweet in G6:
[48] making,stop
[48] stop,using
[48] using,plastic
[48] plastic,straws
[48] straws,new
[48] new,year
[48] year,s
[48] s,resolution
[48] resolution,re
[48] re,up

Top Word Pairs in Tweet in G7:
[21] brain,hacks
[21] hacks,apps
[21] apps,help
[21] help,remember
[21] remember,names
[21] names,dates
[21] dates,more
[20] grwentworth,brain
[18] growing,movement
[18] movement,create

Top Word Pairs in Tweet in G8:
[24] fast,company
[24] company,2018
[24] 2018,going
[24] going,massive
[24] massive,year
[24] year,blockchains
[24] blockchains,tech
[24] tech,behind
[24] behind,bitcoins
[21] coindesk,fast

Top Word Pairs in Tweet in G9:
[9] 2018,year
[9] year,vr
[9] vr,2
[9] 2,0
[8] lorimoreno,2018
[7] entrepreneur,traded
[7] traded,new
[7] new,year
[7] year,s
[7] s,resolutions

Top Word Pairs in Tweet in G10:
[2] 911corlebra777,counterchekist
[2] counterchekist,20committee
[2] 20committee,louisemensch
[2] louisemensch,ericgarland
[2] ericgarland,truefactsstated
[2] truefactsstated,chrizap
[2] chrizap,therickwilson
[2] ericgarland,fbi
[2] fbi,fbiwfo
[2] fbiwfo,us_osc

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@fastcompany
@fastcoideas
@livetreehq
@sa
@loomiaco
@greenpeace
@fastcolead
@grwentworth
@lorimoreno
@coindesk

Top Mentioned in G1:
@josephdemauro1
@startup_mentor
@toysandgamesco
@rjrasva
@lianabell8
@devilvixen

Top Mentioned in G2:
@fastcompany
@sa
@sarahkendzior
@bourseettrading
@tfadell
@google
@mr_bellis
@spotify
@generalelectric
@upwork

Top Mentioned in G3:
@fastcoideas
@fastcompany
@ideo
@elonmusk
@johnnosta
@phoenix_goodman
@west_uc
@hansrosling
@dansmithholla
@shelterboxusa

Top Mentioned in G4:
@livetreehq
@loomiaco
@bccblockchain
@getbabb
@cornell
@fastcompany
@lifewireless
@wepowern

Top Mentioned in G5:
@fastcolead
@fastcompany
@lydiabreakfast
@phyllismufson
@ppk007
@annebibb
@koolkila
@andreacensoni
@paulgataaura
@corinnelgray

Top Mentioned in G6:
@greenpeace

Top Mentioned in G7:
@grwentworth

Top Mentioned in G8:
@coindesk
@btsc
@btschiller
@circuithq
@fastcompany
@unifyco
@sbmeunier

Top Mentioned in G9:
@lorimoreno

Top Mentioned in G10:
@ericgarland
@louisemensch
@counterchekist
@20committee
@truefactsstated
@chrizap
@therickwilson
@fbi
@fbiwfo
@us_osc

Top Tweeters
Top Tweeters in Entire Graph:
@openomroep
@openn_eu
@marcylauren
@marshawright
@arkangelscrap
@vrai777
@startupcrunch
@qxnews
@krunox123
@jbkavungal

Top Tweeters in G1:
@openomroep
@openn_eu
@vrai777
@startupcrunch
@krunox123
@jbkavungal
@zyitegadgets
@hackalertnews
@hashtagkcmo
@pops131

Top Tweeters in G2:
@marcylauren
@qxnews
@wrikent3500
@shailendra_nair
@rjber15
@sam___hurley
@jot_au
@gabymenta
@eddarrell
@iamgotta

Top Tweeters in G3:
@ehfoundation237
@evankirstel
@britpoptarts
@matthewshirts
@simulator8
@intellektt
@luisb
@achievechange
@nemiahfelipe3
@hotleadenema

Top Tweeters in G4:
@optymalny1
@ccsang
@a_kursak
@marpaci
@mrlc4979
@zeen6689
@coinboopy
@sabrina_antok
@bkundih
@ejipatmo

Top Tweeters in G5:
@craigzelizer
@sonyaoldssom
@2601manish
@phyllismufson
@whynotchange
@betterjobsearch
@x_wolfman
@hansbuskes
@fastcolead
@renaissancexm

Top Tweeters in G6:
@greenpeace
@beltxaareta
@ukikuki
@malcraven80
@inqclexa
@parantokristine
@dhruvboruah
@jill_pattison
@ffapob
@infoguy411

Top Tweeters in G7:
@kaltlynfrayser
@jttarpieyyy
@cervantesmarc0s
@eve_c_2811
@mileyfan840
@maladroltmedia
@demmistar65
@ktownplzza
@nlckkwongg
@lesmes80

Top Tweeters in G8:
@patriceinmilano
@coindesk
@macjikptr
@housemcgowan
@unifyco
@sbmeunier
@izzanrijal
@philippbohn
@jairomontejano
@btschiller

Top Tweeters in G9:
@lorimoreno
@martika215
@mits254
@godliveshere206
@joycei60
@davldlemke
@faith__formatio
@heath535
@therealeastwlck
@iugosandra

Top Tweeters in G10:
@therickwilson
@20committee
@louisemensch
@chiefcovfefe
@truefactsstated
@vtaylor9188
@teapainusa
@ninaandtito
@ericgarland
@jamesfourm