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fastcompany_2018-08-09_21-49-38.xlsx
fastcompany_2018-08-09_21-49-38.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 10, 2018
Short Description:
fastcompany via NodeXL http://bit.ly/2MCArlX
@fastcompany
@fastcodesign
@fastcoideas
@realdonaldtrump
@jorpow
@dubsterbryan1
@beyondtrust
@2601manish
@wework
@krishans

Top hashtags:
#tech
#leadership
#design
#ai
#solar
#futurebusiness
#startup
#cybersecurity

Description:
Description
The graph represents a network of 4,484 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, 10 August 2018 at 04:50 UTC.

The requested start date was Friday, 10 August 2018 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 4-day, 1-hour, 3-minute period from Sunday, 05 August 2018 at 09:21 UTC to Thursday, 09 August 2018 at 10:25 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 : 4484
Unique Edges : 4672
Edges With Duplicates : 1870
Total Edges : 6542
Number of Edge Types : 3
Mentions : 3844
Tweet : 2548
Replies to : 150
Self-Loops : 2548
Reciprocated Vertex Pair Ratio : 0.00673778775968557
Reciprocated Edge Ratio : 0.0133853876185165
Connected Components : 1510
Single-Vertex Connected Components : 1130
Maximum Vertices in a Connected Component : 1678
Maximum Edges in a Connected Component : 2983
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.610698
Graph Density : 0.000178392233281723
Modularity : 0.597045
NodeXL Version : 1.0.1.402

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[62] https://www.fastcompany.com/90205519/spotifys-playlist-for-global-domination
[50] https://www.fastcompany.com/90214900/amazon-seems-to-have-quietly-stopped-recommending-alex-jones-products
[44] https://www.fastcompany.com/90209339/the-island-of-samoa-is-going-100-renewable-with-teslas-help
[42] https://www.fastcompany.com/90212065/the-future-is-ear-why-hearables-are-finally-techs-next-big-thing
[40] https://www.fastcompany.com/90212827/trumps-clean-car-rollback-will-cost-the-u-s-450-billion
[39] https://www.fastcompany.com/90213150/google-wants-to-make-jomo-happen
[37] https://www.fastcompany.com/90213035/how-the-smithsonian-is-turning-its-art-exhibitions-into-virtual-reality-experiences
[36] https://www.fastcompany.com/90214257/ai-gun-detection-school-shootings
[31] https://www.fastcompany.com/90212342/3m-knew-your-non-stick-pan-was-poisoning-you-in-the-70s
[31] http://www.ancestry.com/

Top URLs in Tweet in G1:
[33] https://www.fastcompany.com/90213150/google-wants-to-make-jomo-happen
[31] https://www.fastcompany.com/90205519/spotifys-playlist-for-global-domination
[21] https://www.fastcompany.com/90212065/the-future-is-ear-why-hearables-are-finally-techs-next-big-thing
[20] https://www.fastcompany.com/90212925/can-bulletin-build-an-empire-selling-feminism?partner=feedburner&utm_source=feedburner&utm_medium=feed&utm_campaign=feedburner+fastcompany&utm_content=feedburner
[20] https://www.fastcompany.com/90214900/amazon-seems-to-have-quietly-stopped-recommending-alex-jones-products
[17] https://www.fastcompany.com/90208948/under-trumps-epa-asbestos-might-be-making-a-comeback
[15] https://www.fastcompany.com/90208681/the-myth-of-human-centered-design
[14] https://www.fastcompany.com/90206494/ask-yourself-these-questions-before-saying-yes-or-no-to-anything
[13] https://www.fastcompany.com/90212163/the-doomed-toys-r-us-rebrand-that-never-came-to-be
[13] https://www.fastcompany.com/90212925/can-bulletin-build-an-empire-selling-feminism?partner=feedburner&utm_source=dlvr.it&utm_medium=twitter&utm_campaign=feedburner%20fastcompany&utm_content=feedburner

Top URLs in Tweet in G2:
[25] https://www.fastcompany.com/40529422/the-worlds-largest-adventure-travel-company-is-now-a-100-carbon-neutral-b-corporation?partner=rss&utm_source=social&utm_medium=twitter&utm_campaign=rss+fastcompany&utm_content=rss
[17] https://www.fastcompany.com/90205527/the-definitive-timeline-of-spotifys-critic-defying-journey-to-rule-music?partner=rss&utm_source=social&utm_medium=twitter&utm_campaign=rss+fastcompany&utm_content=rss
[14] https://www.fastcompany.com/90205519/spotifys-playlist-for-global-domination?partner=rss&utm_source=social&utm_medium=twitter&utm_campaign=rss+fastcompany&utm_content=rss
[14] https://www.fastcompany.com/90205372/5-tested-methods-to-break-your-phone-addiction?partner=rss&utm_source=social&utm_medium=twitter&utm_campaign=rss+fastcompany&utm_content=rss
[14] https://www.fastcompany.com/90214423/despite-tech-backlash-twitter-still-wont-ban-alex-jones?partner=rss&utm_source=twitter.com&utm_medium=social&utm_campaign=rss+fastcompany&utm_content=rss
[14] https://www.fastcompany.com/90209339/the-island-of-samoa-is-going-100-renewable-with-teslas-help
[13] https://www.fastcompany.com/90213503/ancient-art-is-inspiring-new-kinds-of-electronics?partner=rss&utm_source=social&utm_medium=twitter&utm_campaign=rss+fastcompany&utm_content=rss
[12] https://www.fastcompany.com/90214181/nasa-names-first-spacex-commercial-astronauts?partner=rss&utm_source=twitter.com&utm_medium=social&utm_campaign=rss+fastcompany&utm_content=rss
[10] https://www.fastcompany.com/90213486/reebok-debuts-a-shape-shifting-nasa-inspired-sports-bra?partner=rss&utm_source=social&utm_medium=twitter&utm_campaign=rss+fastcompany&utm_content=rss
[10] https://www.fastcompany.com/90214096/facebook-wanted-big-u-s-banks-to-hand-over-your-data?partner=rss&utm_source=social&utm_medium=twitter&utm_campaign=rss+fastcompany&utm_content=rss

Top URLs in Tweet in G3:
[2] https://www.fastcompany.com/90209339/the-island-of-samoa-is-going-100-renewable-with-teslas-help

Top URLs in Tweet in G4:
[8] https://www.fastcompany.com/90213503/ancient-art-is-inspiring-new-kinds-of-electronics?utm_medium=social&utm_source=twitter.com
[7] https://www.fastcodesign.com/3047340/how-your-brain-understands-visual-language?utm_source=twitter.com&utm_medium=social
[5] https://www.fastcompany.com/90212065/the-future-is-ear-why-hearables-are-finally-techs-next-big-thing?utm_source=twitter.com&utm_medium=social
[5] https://www.fastcompany.com/90205372/5-tested-methods-to-break-your-phone-addiction?utm_source=twitter.com&utm_medium=social
[5] https://www.fastcompany.com/3063312/poaeng-the-little-known-history-of-ikeas-most-famous-chair?utm_medium=social&utm_source=twitter.com
[5] https://www.fastcompany.com/90202172/why-bad-technology-dominates-our-lives-according-to-don-norman?utm_source=twitter.com&utm_medium=social
[4] https://www.fastcompany.com/90212933/ikeas-latest-collection-was-inspired-by-ikea-hackers?utm_source=twitter.com&utm_medium=social
[4] https://www.fastcompany.com/90206630/how-gun-control-and-gay-rights-became-the-key-to-selling-jeans?utm_source=twitter.com&utm_medium=social
[4] https://www.fastcompany.com/90211841/can-better-design-help-overcome-opposition-to-helping-the-homeless?utm_medium=social&utm_source=twitter.com
[4] https://www.fastcompany.com/90212925/can-bulletin-build-an-empire-selling-feminism?utm_source=twitter.com&utm_medium=social

Top URLs in Tweet in G5:
[10] https://www.fastcompany.com/90214347/a-guide-to-what-the-times-bold-flawed-climate-story-left-out
[4] https://www.fastcompany.com/90206257/nonprofits-know-they-need-to-get-more-diverse-but-they-arent
[4] https://www.fastcompany.com/90211561/how-color-of-change-is-moving-from-activism-to-electing-das
[3] https://www.fastcompany.com/90188065/why-ben-jerrys-has-a-corporate-activism-manager
[2] https://www.fastcompany.com/90208791/this-startup-wants-to-your-next-t-shirt-to-be-made-from-wood
[2] https://www.fastcompany.com/90212065/the-future-is-ear-why-hearables-are-finally-techs-next-big-thing?utm_source=twitter.com&utm_medium=social
[2] https://www.fastcompany.com/40529422/the-worlds-largest-adventure-travel-company-is-now-a-100-carbon-neutral-b-corporation?partner=rss&utm_source=social&utm_medium=twitter&utm_campaign=rss+fastcompany&utm_content=rss
[1] https://www.fastcompany.com/40448623/replace-your-electric-bill-with-a-flat-rate-monthly-subscription-to-wind-power?utm_content=bufferac50d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.fastcompany.com/40552662/5-ways-the-nonprofit-industry-is-failing-and-how-overcome-them
[1] https://buff.ly/2n8kOYf

Top URLs in Tweet in G6:
[7] https://www.fastcompany.com/90213035/how-the-smithsonian-is-turning-its-art-exhibitions-into-virtual-reality-experiences
[7] http://snip.ly/klnb8y/
[4] http://www.fastcoexist.com/3060167/this-new-neighborhood-will-grow-its-own-food-power-itself-and-handle-its-own-waste?partner=rss
[4] https://lnkd.in/fMFEhBh
[4] http://www.fastcompany.com/3060991/your-most-productive-self/this-outdated-approach-to-productivity-is-bad-for-your-brain?partner=rss
[3] https://www.fastcompany.com/90211118/standard-cognition-is-first-amazon-go-rival-to-announce-a-deal-with-stores
[2] https://www.fastcompany.com/3061310/how-paid-leave-benefits-everyone?partner=rss
[2] https://www.fastcoexist.com/3060207/the-brands-that-do-the-most-and-least-good-for-the-world-ranked-by-consumers?partner=rss
[2] https://www.fastcompany.com/3060326/the-future-of-work/in-the-future-well-all-have-multiple-jobs?partner=rss
[2] https://dy.si/KLKUo

Top URLs in Tweet in G7:
[7] https://www.fastcompany.com/90214257/ai-gun-detection-school-shootings
[6] https://www.fastcompany.com/40584248/these-are-the-5-super-skills-you-need-for-jobs-of-the-future
[4] http://www.fastcompany.com/1839408/psychology-conflict-and-4-ways-work-it-out
[2] https://www.fastcompany.com/90179055/can-emotional-ai-make-ankis-new-robot-into-a-lovable-companion
[2] https://www.fastcompany.com/40587024/before-we-reinvent-the-economy-we-must-reinvent-ourselves
[2] https://www.fastcompany.com/90208459/the-business-challenge-of-our-time-is-creating-meaningful-work
[1] https://lnkd.in/ddiS6w8
[1] https://www.fastcompany.com/90216334/china-to-airbnb-you-cant-sleep-on-the-great-wall?partner=rss&utm_source=twitter.com&utm_medium=social&utm_campaign=rss+fastcompany&utm_content=rss
[1] https://www.fastcompany.com/90213606/rogue-business-travelers-are-good-for-airbnb?partner=rss&utm_source=social&utm_medium=twitter&utm_campaign=rss+fastcompany&utm_content=rss
[1] https://www.fastcompany.com/90213150/google-wants-to-make-jomo-happen?partner=rss&utm_source=social&utm_medium=twitter&utm_campaign=rss+fastcompany&utm_content=rss

Top URLs in Tweet in G8:
[1] https://www.fastcompany.com/90203041/this-island-nation-is-making-the-fastest-ever-shift-to-renewables
[1] https://www.fastcompany.com/40577931/solar-is-starting-to-replace-the-largest-coal-plant-in-the-western-u-s

Top URLs in Tweet in G9:
[1] https://www.fastcompany.com/3064575/how-to-successfully-respond-to-a-question-you-really-dont-want-to-answer

Top URLs in Tweet in G10:
[11] https://www.fastcompany.com/90214914/amazon-airbnb-and-asos-are-all-investing-in-this-one-simple-design-idea?utm_source=twitter.com&utm_medium=social
[6] https://www.fastcompany.com/90214914/amazon-airbnb-and-asos-are-all-investing-in-this-one-simple-design-idea
[2] https://www.fastcompany.com/90212940/apples-lesser-known-engineering-feat-its-buildings
[1] https://www.fastcompany.com/90211841/can-better-design-help-overcome-opposition-to-helping-the-homeless
[1] https://www.fastcompany.com/90208791/this-startup-wants-to-your-next-t-shirt-to-be-made-from-wood
[1] https://www.fastcompany.com/40582383/adobe-wants-to-help-designers-build-ar-experiences-for-ios-12
[1] http://bit.ly/2MnyauG
[1] https://www.fastcompany.com/90212065/the-future-is-ear-why-hearables-are-finally-techs-next-big-thing
[1] https://www.fastcompany.com/90213606/rogue-business-travelers-are-good-for-airbnb
[1] https://www.fastcompany.com/90213096/apples-next-trillion-will-be-a-wild-ride?utm_source=postup&utm_medium=email&utm_campaign=Fast

Top Domains
Top Domains in Tweet in Entire Graph:
[3230] fastcompany.com
[173] lnkd.in
[148] twitter.com
[141] t.co
[59] google.com
[39] f-st.co
[37] fastcodesign.com
[31] ancestry.com
[23] bit.ly
[17] dy.si

Top Domains in Tweet in G1:
[1362] fastcompany.com
[141] lnkd.in
[141] t.co
[85] twitter.com
[31] google.com
[15] fastcodesign.com
[11] dlvr.it
[10] sidebar.io
[9] f-st.co
[6] tweetedtimes.com

Top Domains in Tweet in G2:
[594] fastcompany.com
[20] f-st.co
[12] twitter.com
[5] medium.com
[4] dy.si
[4] youtube.com
[3] radian6.com
[2] musical.ly
[2] bit.ly
[2] redef.com

Top Domains in Tweet in G3:
[2] fastcompany.com

Top Domains in Tweet in G4:
[108] fastcompany.com
[10] fastcodesign.com
[9] f-st.co
[2] twitter.com
[2] ow.ly
[1] mzl.la
[1] lnkd.in
[1] dy.si
[1] bit.ly

Top Domains in Tweet in G5:
[64] fastcompany.com
[7] buff.ly
[1] bit.ly
[1] valetmag.com
[1] twitter.com
[1] com.au

Top Domains in Tweet in G6:
[42] fastcompany.com
[8] lnkd.in
[7] snip.ly
[6] fastcoexist.com
[4] dy.si
[1] fastcodesign.com

Top Domains in Tweet in G7:
[43] fastcompany.com
[1] lnkd.in
[1] bit.ly
[1] ideo.pn

Top Domains in Tweet in G8:
[2] fastcompany.com

Top Domains in Tweet in G9:
[1] fastcompany.com

Top Domains in Tweet in G10:
[25] fastcompany.com
[1] bit.ly

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[83] tech
[80] leadership
[74] design
[70] ai
[58] solar
[53] futurebusiness
[45] startup
[42] cybersecurity
[41] technology
[35] business



Top Hashtags in Tweet in G1:
[53] tech
[44] design
[41] futurebusiness
[39] leadership
[29] technology
[21] ideas
[20] success
[19] creative
[19] future
[17] elasticity

Top Hashtags in Tweet in G2:
[15] 20under30fastcompanies
[14] renewable
[13] samoa
[11] leadership
[8] design
[8] tesla
[7] ai
[5] censorship
[5] freeinfowars
[5] freealexjones

Top Hashtags in Tweet in G4:
[4] design
[3] blockchain
[3] sustainability
[3] ux
[2] internationalcatday
[2] denim
[2] ethicalfashion
[2] userexperience
[2] f1
[1] tuesdaythoughts

Top Hashtags in Tweet in G5:
[4] ubi
[3] cities
[3] sanfrancisco
[3] seattle
[1] fcfestival
[1] breakfreefromplastic
[1] nationalhotdogday
[1] fbr
[1] resist
[1] vote

Top Hashtags in Tweet in G6:
[16] business
[16] tech
[13] ai
[11] entrepreneurlife
[10] article
[10] entrepreneurship
[7] smallbusiness
[7] vr
[6] news
[6] art

Top Hashtags in Tweet in G7:
[20] ai
[20] fintech
[18] insurtech
[9] artificialintelligence
[7] save
[7] kids
[5] management
[4] machinelearning
[3] futureofwork
[2] robot

Top Hashtags in Tweet in G8:
[57] solar
[2] climate
[2] energy
[1] cdnpoli
[1] bcpoli
[1] notmx
[1] protectthepacific
[1] renewables
[1] actonclimate
[1] stoppipelines

Top Hashtags in Tweet in G10:
[6] innovation
[5] servicedesign
[4] technology
[3] design
[2] bank
[1] ux
[1] customerexperience
[1] canvasconf
[1] shelters
[1] homeless

Top Words
Top Words in Tweet in Entire Graph:
[3174] Words in Sentiment List#1: Positive
[1537] Words in Sentiment List#2: Negative
[20] Words in Sentiment List#3: Angry/Violent
[89258] Non-categorized Words
[93969] Total Words
[1177] s
[1127] fastcompany
[525] samoa
[514] 7
[503] 000

Top Words in Tweet in G1:
[397] s
[147] new
[139] fastcompany
[116] tech
[116] spotify
[111] design
[88] more
[87] t
[87] make
[86] future

Top Words in Tweet in G2:
[756] fastcompany
[215] s
[90] new
[66] more
[64] company
[62] tech
[55] out
[54] help
[48] apple
[47] here

Top Words in Tweet in G3:
[479] samoa
[478] cerca
[478] 200
[478] 000
[478] habitantes
[478] han
[478] dado
[478] 7
[478] años
[478] toda

Top Words in Tweet in G4:
[86] fastcodesign
[39] new
[27] s
[24] people
[23] design
[16] technology
[16] fastcompany
[15] more
[13] ikea
[13] make

Top Words in Tweet in G5:
[95] fastcoideas
[55] s
[37] fastcompany
[36] new
[32] people
[26] t
[25] city
[22] around
[21] water
[20] out

Top Words in Tweet in G6:
[17] tech
[16] business
[15] art
[14] fastcompany
[13] ai
[11] entrepreneurlife
[11] smithsonian
[10] marshawright
[10] new
[10] article

Top Words in Tweet in G7:
[33] fastcompany
[20] ai
[20] fintech
[18] insurtech
[16] work
[14] s
[14] out
[11] andi_staub
[11] guzmand
[10] tech

Top Words in Tweet in G8:
[57] solar
[55] mikehudema
[49] bam
[49] navajo
[49] land
[49] arizona
[49] largest
[49] coal
[49] plant
[49] western

Top Words in Tweet in G10:
[21] fastcompany
[18] design
[15] louisedowne
[15] 15
[15] principles
[13] service
[12] good
[11] article
[10] wrote
[10] props

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[478] cerca,200
[478] 200,000
[478] 000,habitantes
[478] habitantes,samoa
[478] samoa,han
[478] han,dado
[478] dado,7
[478] 7,años
[478] años,toda
[478] toda,electricidad

Top Word Pairs in Tweet in G1:
[59] daniel,ek
[56] u,s
[55] ceo,daniel
[55] alex,jones
[54] fast,company
[52] spotify,ceo
[51] spotify,s
[43] bulletin,build
[43] build,empire
[43] empire,selling

Top Word Pairs in Tweet in G2:
[29] alex,jones
[27] world,s
[25] s,largest
[25] largest,adventure
[25] adventure,travel
[25] travel,company
[25] company,now
[25] now,100
[25] 100,carbon
[25] carbon,neutral

Top Word Pairs in Tweet in G3:
[478] cerca,200
[478] 200,000
[478] 000,habitantes
[478] habitantes,samoa
[478] samoa,han
[478] han,dado
[478] dado,7
[478] 7,años
[478] años,toda
[478] toda,electricidad

Top Word Pairs in Tweet in G4:
[10] art,inspiring
[9] ancient,art
[9] inspiring,new
[9] new,kinds
[9] kinds,electronics
[8] human,centered
[8] centered,design
[7] brain,understands
[7] understands,visual
[7] visual,language

Top Word Pairs in Tweet in G5:
[17] don,t
[14] people,need
[13] around,80
[13] 80,people
[13] need,legal
[13] legal,help
[13] help,issues
[13] issues,asylum
[13] asylum,eviction
[13] eviction,don

Top Word Pairs in Tweet in G6:
[10] business,article
[10] article,tech
[9] entrepreneurship,entrepreneurlife
[7] entrepreneurlife,smallbusiness
[7] 3m,knew
[7] knew,non
[7] non,stick
[7] stick,pan
[7] pan,poisoning
[7] poisoning,70s

Top Word Pairs in Tweet in G7:
[18] fintech,insurtech
[8] insurtech,artificialintelligence
[8] repetitive,tasks
[8] making,work
[8] work,more
[8] more,rewarding
[8] rewarding,experience
[8] experience,humans
[8] put,entire
[8] entire,smartphone

Top Word Pairs in Tweet in G8:
[49] bam,navajo
[49] navajo,land
[49] land,arizona
[49] arizona,largest
[49] largest,coal
[49] coal,plant
[49] plant,western
[49] western,u
[49] u,s
[49] s,being

Top Word Pairs in Tweet in G10:
[15] 15,principles
[12] good,service
[11] principles,good
[11] service,design
[10] wrote,article
[10] article,15
[10] design,fastcompany
[10] fastcompany,props
[9] louisedowne,wrote
[9] props,city

Top Replied-To
Top Replied-To in Entire Graph:
@fastcompany
@bradneuberg
@inc
@climatecouncil
@legendmanqele
@jack
@entrepreneur
@spinnovaltd
@roadmastersgirl
@manthonybrowne

Top Replied-To in G2:
@fastcompany
@climatecouncil
@legendmanqele
@infosecscribe
@goodfoodinst
@mosdef6453
@ritajking
@sarahosell
@joeangio
@undersequoias

Top Replied-To in G4:
@philipbattin
@fastcompany

Top Replied-To in G5:
@manthonybrowne
@roadmastersgirl
@designationsix
@valetmag
@spinnovaltd
@2handsproject

Top Replied-To in G6:
@fastcompany
@kapoors_s
@marshawright

Top Replied-To in G9:
@1st5d

Top Replied-To in G10:
@zaccolley
@spinnovaltd
@adobe
@apple
@airbnb

Top Mentioned
Top Mentioned in Entire Graph:
@fastcompany
@jorpow
@fastcoideas
@fastcodesign
@mikehudema
@hebertkonlabs
@dicapriofdn
@fastco
@beyondtrust
@fastcolead

Top Mentioned in G1:
@hebertkonlabs
@ebertfabi
@cumbrianentrepr
@myfirstsatellit
@flourishrt
@bkcustomdesigns
@sfmhq
@nwaccessfund
@_tomazy
@gfcoworking

Top Mentioned in G2:
@fastcompany
@spotify
@rsafian
@legendmanqele
@climatecouncil
@skasriel
@kschwabable
@samwasylyshyn
@twitter
@lizlhoward

Top Mentioned in G3:
@jorpow

Top Mentioned in G4:
@fastcodesign
@fastcompany
@microsoft
@jnd1er
@firefox
@zola
@nasa
@reebok
@levis
@spacegovuk

Top Mentioned in G5:
@fastcoideas
@fastcompany
@nytimes
@storyofstuff
@spinnovaltd
@helloinspire
@colorofchange
@fastcodesign
@oceancleanwash

Top Mentioned in G6:
@fastcompany
@marshawright
@ctrlzee
@smithsonian
@evankirstel
@jeffreyfeldberg
@glenntranter1
@nigewillson
@walkmeinc
@krishans

Top Mentioned in G7:
@fastcompany
@andi_staub
@guzmand
@spirosmargaris
@amycedmondson
@stephanievo
@naviradjou
@openideo
@c_frangos

Top Mentioned in G8:
@mikehudema
@justintrudeau

Top Mentioned in G9:
@jdgro3253
@peacecrabby
@jackbgoode1
@aknancy077
@crimsonfaith88
@deplorablechoir
@caiteec
@hoosiertrumper
@ev56764462z
@justme36485575

Top Mentioned in G10:
@fastcompany
@louisedowne
@city
@monzo
@thrivahealth
@amazon
@apple
@istructe
@citymapper
@govuk

Top Tweeters
Top Tweeters in Entire Graph:
@occuworld
@startupcrunch
@marshawright
@arkangelscrap
@robinsnewswire
@newsjunkieswmo
@piyuanker12
@go2webmarketing
@jbkavungal
@immoralreport

Top Tweeters in G1:
@occuworld
@newsjunkieswmo
@go2webmarketing
@jbkavungal
@lorimoreno
@rawdawgbuffalo
@pops131
@iconjurer
@amitkishore
@esmartme

Top Tweeters in G2:
@immoralreport
@zippylab
@odio_nao
@lelkan
@bogotasinmiedo
@hijcp
@guytaur
@sherryflrealtor
@jjj5819
@jolievie123

Top Tweeters in G3:
@jvelascoerro
@lianaehe
@pennytindall
@muxaineta
@funesgallardo
@marisolbuznego
@ks7000
@ras_curt
@__carmenlopez
@joyarealitera

Top Tweeters in G4:
@boovay7
@tweatfnatic
@sinfulreligion
@mikestrattonnet
@makilingmiracle
@ansisegle
@google
@fastcodesign
@amymargaretwrig
@juanjobrizuela

Top Tweeters in G5:
@nytimes
@sws_edu
@matthewshirts
@luisb
@iamaniku
@mrdavidjohns
@sywert
@2601manish
@syawal
@reachscale

Top Tweeters in G6:
@marshawright
@piyuanker12
@lopezgovlaw
@evankirstel
@edgametec
@johnapp63499667
@fortunemagazine
@cindygallop
@npr
@objkshn

Top Tweeters in G7:
@arkangelscrap
@itknowingness
@andytoronto
@newsneus
@ipfconline1
@spirosmargaris
@jblefevre60
@rajansoni
@tamaramccleary
@johnsnowai

Top Tweeters in G8:
@xinco
@albertarabbit
@stolensweeties
@allan_crawshaw
@reneevoicebrand
@nancyhighlands7
@ciiaqap
@gnomeoffender
@dawnroseturner
@titusl108

Top Tweeters in G9:
@thomaswictor
@reddit
@jdgro3253
@fuctupmind
@chuckwoolery
@crimsonfaith88
@littletujunga1
@prisonplanet
@mspoa
@jackbgoode1

Top Tweeters in G10:
@asos
@bimcaeicepick
@monzo
@airbnb
@adobe
@pivotingstratgs
@deliveroo
@amazon
@dekharper
@mikepress