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fastcompany_2017-05-19_14-45-44.xlsx
fastcompany_2017-05-19_14-45-44.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
May 19, 2017
Short Description:
fastcompany via NodeXL http://bit.ly/2qCXnJm
@fastcompany
@fastcoideas
@microsoft
@fastcolead
@btschiller
@mclendaniel
@ibmcommerce
@rga

Description:
Description
The graph represents a network of 3,454 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, 19 May 2017 at 21:48 UTC.

The requested start date was Friday, 19 May 2017 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 1-day, 4-hour, 43-minute period from Wednesday, 17 May 2017 at 11:26 UTC to Thursday, 18 May 2017 at 16:10 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 : 3454
Unique Edges : 3744
Edges With Duplicates : 2373
Total Edges : 6117
Self-Loops : 3243
Reciprocated Vertex Pair Ratio : 0.0146129541864139
Reciprocated Edge Ratio : 0.0288049824834566
Connected Components : 1565
Single-Vertex Connected Components : 1260
Maximum Vertices in a Connected Component : 1251
Maximum Edges in a Connected Component : 2421
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 2.701074
Graph Density : 0.000215399748898728
Modularity : 0.456417
NodeXL Version : 1.0.1.380

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[77] https://www.fastcompany.com/3068505/this-college-alternative-only-makes-money-if-you-make-a-salary
[49] https://www.fastcompany.com/40417097/how-to-invest-your-money-responsibly-sustainably-or-for-impact-theyre-not-the-same
[48] https://www.fastcompany.com/40422095/why-that-epic-opening-scene-in-guardians-of-the-galaxy-vol-2-was-the-toughest-to-create?partner=feedburner&utm_source=dlvr.it&utm_medium=twitter&utm_campaign=feedburner%20fastcompany&utm_content=feedburner
[47] https://www.fastcompany.com/40419576/from-gawker-to-master-how-one-writer-made-it-to-aziz-ansaris-show?partner=feedburner&utm_source=dlvr.it&utm_medium=twitter&utm_campaign=feedburner%20fastcompany&utm_content=feedburner
[46] https://www.fastcompany.com/40420936/diary-of-an-ex-microsoft-intern?partner=feedburner&utm_source=dlvr.it&utm_medium=twitter&utm_campaign=feedburner%20fastcompany&utm_content=feedburner
[45] https://www.fastcompany.com/40420610/has-this-silicon-valley-startup-finally-nailed-the-indoor-farming-model
[42] https://www.fastcompany.com/40422119/summer-of-travel-hell-how-a-laptop-ban-will-affect-passengers-and-airlines?partner=feedburner&utm_source=dlvr.it&utm_medium=twitter&utm_campaign=feedburner%20fastcompany&utm_content=feedburner
[42] https://www.fastcompany.com/40420610/has-this-silicon-valley-startup-finally-nailed-the-indoor-farming-model?utm_content=buffer5d02a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[42] https://www.fastcompany.com/40419780/the-gop-healthcare-bill-pushes-employers-to-shortchange-employees-and-themselves?partner=feedburner&utm_source=dlvr.it&utm_medium=twitter&utm_campaign=feedburner%20fastcompany&utm_content=feedburner
[33] https://www.fastcompany.com/40411791/12-lessons-from-the-100-most-creative-people-of-2017

Top URLs in Tweet in G1:
[73] https://www.fastcompany.com/3068505/this-college-alternative-only-makes-money-if-you-make-a-salary
[24] https://www.fastcompany.com/40420610/has-this-silicon-valley-startup-finally-nailed-the-indoor-farming-model?partner=feedburner&utm_source=dlvr.it&utm_medium=twitter&utm_campaign=feedburner%20fastcompany&utm_content=feedburner
[23] https://www.fastcompany.com/40419568/why-rga-and-reply-ai-created-a-custom-bot-maker-for-small-businesses?partner=feedburner&utm_source=dlvr.it&utm_medium=twitter&utm_campaign=feedburner%20fastcompany&utm_content=feedburner
[21] https://www.fastcompany.com/40420610/has-this-silicon-valley-startup-finally-nailed-the-indoor-farming-model
[21] https://www.fastcompany.com/40420936/diary-of-an-ex-microsoft-intern?partner=feedburner&utm_source=dlvr.it&utm_medium=twitter&utm_campaign=feedburner%20fastcompany&utm_content=feedburner
[20] https://www.fastcompany.com/40420536/this-years-webbys-showed-how-creators-are-fighting-back-against-trump?partner=feedburner&utm_source=dlvr.it&utm_medium=twitter&utm_campaign=feedburner%20fastcompany&utm_content=feedburner
[20] https://www.fastcompany.com/40419576/from-gawker-to-master-how-one-writer-made-it-to-aziz-ansaris-show?partner=feedburner&utm_source=dlvr.it&utm_medium=twitter&utm_campaign=feedburner%20fastcompany&utm_content=feedburner
[19] https://www.fastcompany.com/40411791/12-lessons-from-the-100-most-creative-people-of-2017
[18] https://www.fastcompany.com/40417097/how-to-invest-your-money-responsibly-sustainably-or-for-impact-theyre-not-the-same
[18] https://www.fastcompany.com/3066958/microsoft-bots-less-talk-more-action

Top URLs in Tweet in G2:
[32] https://www.fastcompany.com/40420610/has-this-silicon-valley-startup-finally-nailed-the-indoor-farming-model?utm_content=buffer5d02a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[27] https://www.fastcodesign.com/90109925/these-cities-are-replacing-the-worst-kind-of-infrastructure-with-the-best
[21] https://www.fastcompany.com/40420701/what-happened-when-i-almost-gave-up-facebook-email-and-texting-for-a-month?partner=rss&utm_content=buffer4c7b0&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[21] https://www.fastcompany.com/40421126/google-io-2017-8-reasons-to-pay-attention-as-google-courts-developers?partner=rss&utm_content=buffer4780a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[17] https://news.fastcompany.com/immigrant-entrepreneurship-is-the-highest-its-been-since-1996-4038204?utm_content=buffer6f2ec&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[13] https://www.fastcompany.com/40413114/how-kylie-jenner-built-a-makeup-empire-out-of-her-most-famous-asset?utm_content=buffer33f7a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[13] https://news.fastcompany.com/how-fragile-is-the-world-right-now-these-interactive-maps-show-you-where-every-country-stands-4037923?utm_content=buffer4ac22&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[11] https://www.fastcompany.com/3066958/microsoft-bots-less-talk-more-action?utm_content=buffer6b94d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[11] https://www.fastcompany.com/40422000/new-apple-ads-show-how-accessible-tech-helps-people-living-with-disabilities?partner=rss&utm_content=buffer85121&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[10] https://news.fastcompany.com/us-senate-staff-can-now-use-signal-for-encrypted-chats-4037907?utm_content=buffercf3ea&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G3:
[26] https://www.fastcompany.com/40422095/why-that-epic-opening-scene-in-guardians-of-the-galaxy-vol-2-was-the-toughest-to-create?partner=feedburner&utm_source=dlvr.it&utm_medium=twitter&utm_campaign=feedburner%20fastcompany&utm_content=feedburner
[21] https://www.fastcompany.com/40419576/from-gawker-to-master-how-one-writer-made-it-to-aziz-ansaris-show?partner=feedburner&utm_source=dlvr.it&utm_medium=twitter&utm_campaign=feedburner%20fastcompany&utm_content=feedburner
[20] https://www.fastcompany.com/40419780/the-gop-healthcare-bill-pushes-employers-to-shortchange-employees-and-themselves?partner=feedburner&utm_source=dlvr.it&utm_medium=twitter&utm_campaign=feedburner%20fastcompany&utm_content=feedburner
[18] https://www.fastcompany.com/40422119/summer-of-travel-hell-how-a-laptop-ban-will-affect-passengers-and-airlines?partner=feedburner&utm_source=dlvr.it&utm_medium=twitter&utm_campaign=feedburner%20fastcompany&utm_content=feedburner
[18] https://www.fastcompany.com/40420936/diary-of-an-ex-microsoft-intern?partner=feedburner&utm_source=dlvr.it&utm_medium=twitter&utm_campaign=feedburner%20fastcompany&utm_content=feedburner
[2] https://www.fastcompany.com/40420606/how-to-mine-the-internet-for-hidden-clues-about-a-potential-job-offer?partner=feedburner&utm_source=dlvr.it&utm_medium=twitter&utm_campaign=feedburner%20fastcompany&utm_content=feedburner
[2] https://www.fastcompany.com/40422000/new-apple-ads-show-how-accessible-tech-helps-people-living-with-disabilities?partner=feedburner&utm_source=dlvr.it&utm_medium=twitter&utm_campaign=feedburner%20fastcompany&utm_content=feedburner
[1] https://www.fastcompany.com/40420576/solar-innovations-means-we-can-bring-power-to-the-1-billion-who-still-live-without-it?partner=feedburner&utm_source=dlvr.it&utm_medium=twitter&utm_campaign=feedburner%20fastcompany&utm_content=feedburner
[1] https://www.fastcompany.com/40421211/can-a-global-alliance-of-22-mayors-tame-airbnb-uber-and-the-gig-economy?partner=feedburner&utm_source=dlvr.it&utm_medium=twitter&utm_campaign=feedburner%20fastcompany&utm_content=feedburner
[1] https://www.fastcompany.com/40420701/what-happened-when-i-almost-gave-up-facebook-email-and-texting-for-a-month?partner=feedburner&utm_source=dlvr.it&utm_medium=twitter&utm_campaign=feedburner%20fastcompany&utm_content=feedburner

Top URLs in Tweet in G4:
[10] https://www.fastcompany.com/40422414/linkedin-data-reveals-the-hottest-companies-to-work-for-right-now?utm_content=bufferbc8d3&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[9] https://www.fastcompany.com/40420936/diary-of-an-ex-microsoft-intern?partner=rss&utm_content=buffer3936c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[7] https://www.fastcompany.com/40421139/in-a-driverless-future-uber-and-lyft-will-sit-in-the-passenger-seat?partner=rss&utm_content=bufferee63a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[7] https://www.fastcompany.com/40419576/from-gawker-to-master-how-one-writer-made-it-to-aziz-ansaris-show?partner=rss&utm_content=buffer2e0c5&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[6] https://www.fastcompany.com/40419780/the-gop-healthcare-bill-pushes-employers-to-shortchange-employees-and-themselves
[6] https://soundcloud.com/fast-company/long-story-short-aclu-executive-director-anthony-romero?utm_content=bufferda611&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://news.fastcompany.com/read-elizabeth-ailess-statement-on-the-death-of-former-fox-news-boss-roger-ailes--4038170?utm_content=buffer67472&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://news.fastcompany.com/is-paypal-violating-its-own-anti-racism-policy-4038141?utm_content=buffer4d666&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://www.fastcompany.com/40422000/new-apple-ads-show-how-accessible-tech-helps-people-living-with-disabilities?partner=rss&utm_content=buffer85121&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://www.fastcompany.com/40420610/has-this-silicon-valley-startup-finally-nailed-the-indoor-farming-model?utm_content=buffer5d02a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G5:
[7] https://www.fastcompany.com/40420451/companies-steal-15-billion-from-their-employees-every-year
[7] https://www.fastcompany.com/40420834/the-non-paradox-of-highly-successful-profit-from-purpose-businesses
[6] https://www.fastcompany.com/40413519/fighting-climate-change-means-building-dense-diverse-walkable-cities?partner=rss&utm_content=buffer0a6f4&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[6] https://www.fastcompany.com/40412509/are-your-buying-habits-remotely-ethical-this-bank-account-will-tell-you?utm_content=buffer958e0&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://www.fastcompany.com/3061532/this-map-shows-the-most-unequal-counties-in-america?utm_content=buffer81c2d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://www.fastcompany.com/40420420/coliving-isnt-just-for-startups-a-giant-developer-is-building-upscale-dorms-for-adults?utm_content=buffer16a36&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://www.fastcompany.com/40420947/swell-lets-you-invest-a-little-cash-in-solving-big-problems
[3] https://www.fastcompany.com/40417097/how-to-invest-your-money-responsibly-sustainably-or-for-impact-theyre-not-the-same?utm_content=bufferdf805&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.fastcompany.com/40421436/which-one-of-these-visions-of-how-well-work-in-the-future-sounds-most-appealing?utm_content=bufferdb632&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.fastcompany.com/40420842/how-billionaires-can-make-more-impact-with-their-donations?utm_content=buffer25a89&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G6:
[11] https://www.fastcompany.com/40417097/how-to-invest-your-money-responsibly-sustainably-or-for-impact-theyre-not-the-same
[3] https://www.fastcompany.com/40421436/which-one-of-these-visions-of-how-well-work-in-the-future-sounds-most-appealing
[3] https://www.fastcompany.com/40420842/how-billionaires-can-make-more-impact-with-their-donations
[3] https://limportant.fr/rss-371274?utm_source=dlvr.it&utm_medium=twitter
[1] http://feeds.feedburner.com/~r/Limportant/~3/aPmm-BKXyHY/rss-371274?utm_source=feedburner&utm_medium=twitter&utm_campaign=twitjako
[1] https://www.fastcoexist.com/3066949/mapping-how-inequality-and-poverty-increasingly-go-hand-in-hand?ref=quuu&utm_content=buffer223b7&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.fastcompany.com/40411791/12-lessons-from-the-100-most-creative-people-of-2017
[1] https://www.fastcompany.com/3055427/kids-are-scared-of-a-future-where-robots-take-all-their-jobs
[1] https://www.fastcompany.com/40420451/companies-steal-15-billion-from-their-employees-every-year
[1] https://www.fastcompany.com/40420842/how-billionaires-can-make-more-impact-with-their-donations?utm_content=bufferedb6d&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G7:
[5] https://www.fastcompany.com/40420456/heres-the-unofficial-silicon-valley-explainer-on-artificial-intelligence%E2%80%AC?utm_content=bufferbe605&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.ibm.com/blogs/internet-of-things/harriet-green-creative-business-people/
[2] https://www.fastcompany.com/40421139/in-a-driverless-future-uber-and-lyft-will-sit-in-the-passenger-seat
[2] https://www.fastcompany.com/most-creative-people/2017
[1] https://twitter.com/i/web/status/864118391690448896
[1] http://dy.si/mDUSnE
[1] http://dy.si/BN2fDu
[1] https://www.fastcompany.com/40422000/new-apple-ads-show-how-accessible-tech-helps-people-living-with-disabilities?partner=rss&utm_content=buffer85121&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/i/web/status/864827609850314753
[1] https://twitter.com/i/web/status/864959230708600832

Top URLs in Tweet in G8:
[5] https://www.fastcompany.com/40422000/new-apple-ads-show-how-accessible-tech-helps-people-living-with-disabilities
[3] https://news.fastcompany.com/google-beats-apple-as-the-top-company-people-want-to-work-for-4038189?utm_content=buffer11db8&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/i/web/status/865235212728377344
[1] https://twitter.com/i/web/status/865233463556816898
[1] https://www.fastcompany.com/40422095/why-that-epic-opening-scene-in-guardians-of-the-galaxy-vol-2-was-the-toughest-to-create
[1] https://twitter.com/i/web/status/865210749140045825
[1] https://www.fastcompany.com/40401417/how-googles-code-next-lab-is-tackling-techs-diversity-problem?sf71672780=1
[1] https://www.fastcodesign.com/90125701/googles-18-month-quest-to-redesign-its-terrible-emoji
[1] https://www.fastcompany.com/40405205/five-things-ive-learned-as-a-new-manager-at-google?utm_source=mailchimp&utm_medium=email&utm_campaign=fcdaily-bottom&position=3&partner=newsletter&campaign_date=04172017
[1] https://www.fastcompany.com/40404577/the-only-five-recruiter-emails-your-job-search-will-ever-need?utm_source=mailchimp&utm_medium=email&utm_campaign=fcdaily-bottom&position=4&partner=newsletter&campaign_date=04172017

Top URLs in Tweet in G9:
[5] https://www.fastcompany.com/40421152/whats-your-american-dream-score-this-quiz-will-tell-you?utm_content=buffer9eb61&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.fastcompany.com/40421152/whats-your-american-dream-score-this-quiz-will-tell-you
[2] https://www.fastcompany.com/40420610/has-this-silicon-valley-startup-finally-nailed-the-indoor-farming-model
[1] https://www.fastcompany.com/40417097/how-to-invest-your-money-responsibly-sustainably-or-for-impact-theyre-not-the-same
[1] https://www.fastcompany.com/40421139/in-a-driverless-future-uber-and-lyft-will-sit-in-the-passenger-seat
[1] https://www.fastcompany.com/3069165/meet-wolfgang-the-agency-aiming-to-bridge-the-divide-between-creative-and-consulting?utm_content=bufferaafcd&utm_medium=social&utm_source=facebook.com&utm_campaign=buffer

Top URLs in Tweet in G10:
[5] https://www.fastcompany.com/40419701/how-our-brains-habits-affect-how-we-get-along-with-our-coworkers?utm_content=buffer81e4a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://www.fastcompany.com/40419164/the-counterintuitive-reason-you-need-to-quit-more-things-earlier?utm_content=bufferd9658&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://www.fastcompany.com/40420455/5-predictions-for-how-the-trump-era-might-impact-tech-hiring?utm_content=buffer3274e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://www.fastcompany.com/40420986/how-i-finally-learned-to-stop-judging-my-career-by-the-size-of-my-paycheck?utm_content=buffer43917&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.fastcompany.com/40420295/three-job-interview-mistakes-you-think-you-avoided-but-actually-didnt?utm_content=buffer26e6c&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.fastcompany.com/40419782/7-ways-being-a-mom-makes-me-better-at-my-job?utm_content=buffer534df&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.fastcompany.com/40419780/the-gop-healthcare-bill-pushes-employers-to-shortchange-employees-and-themselves?utm_content=buffer59dda&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.fastcompany.com/40420936/diary-of-an-ex-microsoft-intern?utm_content=buffer48a7f&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.fastcompany.com/40421338/how-to-decline-an-opportunity-at-work-that-you-might-want-later-on?utm_content=bufferfc9b0&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.fastcompany.com/40410961/how-i-managed-to-still-have-a-life-when-my-paycheck-didnt-want-me-to?utm_content=bufferfc6f1&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top Domains
Top Domains in Tweet in Entire Graph:
[3849] fastcompany.com
[385] twitter.com
[250] google.com
[194] linkedin.com
[58] feedburner.com
[57] fastcodesign.com
[38] t.co
[37] fb.me
[23] dlvr.it
[23] dy.si

Top Domains in Tweet in G1:
[1714] fastcompany.com
[234] google.com
[144] twitter.com
[143] linkedin.com
[32] fb.me
[25] feedburner.com
[12] agencysocial.com
[9] dy.si
[8] quesocial.com
[7] pbynd.co

Top Domains in Tweet in G2:
[611] fastcompany.com
[73] twitter.com
[43] fastcodesign.com
[9] google.com
[7] linkedin.com
[7] apple.news
[6] youtube.com
[4] medium.com
[4] trib.al
[4] thebiafraherald.co

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

Top Domains in Tweet in G4:
[141] fastcompany.com
[7] twitter.com
[6] soundcloud.com
[3] fastcodesign.com

Top Domains in Tweet in G5:
[80] fastcompany.com
[23] twitter.com

Top Domains in Tweet in G6:
[23] fastcompany.com
[3] limportant.fr
[1] feedburner.com
[1] fastcoexist.com
[1] soundcloud.com

Top Domains in Tweet in G7:
[10] dy.si
[10] fastcompany.com
[8] twitter.com
[3] ibm.com
[1] ibm.biz
[1] fb.me

Top Domains in Tweet in G8:
[13] fastcompany.com
[4] twitter.com
[1] fastcodesign.com

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[102] tech
[85] business
[72] digitaleconomy
[54] ai
[47] startup
[43] leadership
[43] fcmostcreative
[36] ahca
[36] startups
[35] fastcompany

Top Hashtags in Tweet in G1:
[72] digitaleconomy
[31] business
[29] fastcompany
[26] veepee
[21] fastco
[21] aimrt
[21] getsocial
[14] tech
[14] leadership
[12] socialmedia

Top Hashtags in Tweet in G2:
[25] tech
[22] io17
[9] fastcompanyla
[7] remote
[7] womeninbusiness
[7] leadership
[6] webbys
[6] innovative
[5] career
[5] newgrads

Top Hashtags in Tweet in G4:
[31] ahca
[3] fastcompanyla
[2] webbys
[2] io17
[2] surface
[2] agile
[2] subscription
[2] monetize
[1] impact
[1] fastcompany

Top Hashtags in Tweet in G5:
[24] sustainability
[2] investinprogress
[2] client
[1] futureofwork
[1] impact
[1] hiap
[1] sdoh
[1] peoh

Top Hashtags in Tweet in G6:
[12] impinv
[5] sri
[4] impact
[2] futureofwork
[1] follow
[1] inequality
[1] poverty
[1] economics
[1] creativepeople
[1] robots

Top Hashtags in Tweet in G7:
[22] ai
[17] watsonce
[17] fcmostcreative
[5] siliconvalley
[5] ml
[5] watsoniot
[4] machinelearning

Top Hashtags in Tweet in G8:
[4] gaad
[2] technology
[2] tbt
[1] gotgvol2
[1] accessible
[1] everydayequality
[1] management
[1] career
[1] recruiter
[1] emails

Top Hashtags in Tweet in G9:
[11] hiap
[11] sdoh
[11] peoh
[1] motoring

Top Hashtags in Tweet in G10:
[5] patients
[2] leadership
[2] realtor

Top Words
Top Words in Tweet in Entire Graph:
[3383] Words in Sentiment List#1: Positive
[1392] Words in Sentiment List#2: Negative
[7] Words in Sentiment List#3: Angry/Violent
[68741] Non-categorized Words
[73516] Total Words
[1224] fastcompany
[720] s
[383] work
[373] future
[338] people

Top Words in Tweet in G1:
[258] s
[205] future
[199] work
[181] company
[171] five
[156] fast
[137] one
[132] show
[124] new
[118] uber

Top Words in Tweet in G2:
[676] fastcompany
[157] s
[82] google
[59] tech
[56] people
[53] 2017
[51] show
[42] https
[41] up
[41] now

Top Words in Tweet in G3:
[100] lorimoreno
[26] epic
[26] opening
[26] scene
[26] guardians
[26] galaxy
[26] vol
[26] 2
[26] toughest
[26] create

Top Words in Tweet in G4:
[166] fastcompany
[39] s
[32] alidiab
[32] laszlobock2718
[32] ahca
[19] back
[18] microsoft
[18] post
[18] bill
[18] employees

Top Words in Tweet in G5:
[44] fastcoideas
[24] sustainability
[23] more
[18] s
[13] companies
[12] invest
[12] impact
[11] startup
[10] building
[10] swellinvesting

Top Words in Tweet in G6:
[29] btschiller
[21] fastcompany
[13] impact
[12] great
[12] impinv
[10] make
[7] money
[6] invest
[6] piece
[6] democratization

Top Words in Tweet in G7:
[22] people
[22] ai
[21] 100
[21] creative
[20] business
[19] harrietgreen1
[19] one
[17] top
[17] watsonce
[17] fcmostcreative

Top Words in Tweet in G8:
[9] apple
[8] fastcompany
[5] google
[5] people
[5] jeffcbeer
[4] work
[4] new
[4] gaad
[3] beats
[3] top

Top Words in Tweet in G9:
[11] disabuse
[11] idea
[11] everything
[11] achieved
[11] hard
[11] work
[11] hiap
[11] sdoh
[11] peoh
[10] brianrahmer

Top Words in Tweet in G10:
[23] fastcolead
[16] s
[8] employees
[8] people
[8] life
[6] ve
[5] mean
[5] brain's
[5] habits
[5] affect

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[197] silicon,valley
[180] indoor,farming
[178] finally,nailed
[177] nailed,indoor
[176] valley,startup
[176] startup,finally
[175] farming,model
[154] r,ga
[151] gave,up
[149] facebook,email

Top Word Pairs in Tweet in G1:
[108] fast,company
[108] silicon,valley
[97] valley,startup
[97] startup,finally
[97] finally,nailed
[96] nailed,indoor
[95] indoor,farming
[94] farming,model
[89] r,ga
[89] facebook,email

Top Word Pairs in Tweet in G2:
[36] silicon,valley
[36] valley,startup
[36] startup,finally
[36] finally,nailed
[36] nailed,indoor
[36] indoor,farming
[36] farming,model
[30] gave,up
[30] fastcompany,silicon
[29] up,facebook

Top Word Pairs in Tweet in G3:
[26] epic,opening
[26] opening,scene
[26] scene,guardians
[26] guardians,galaxy
[26] galaxy,vol
[26] vol,2
[26] 2,toughest
[26] toughest,create
[25] lorimoreno,epic
[21] gawker,master

Top Word Pairs in Tweet in G4:
[16] fastcompany,laszlobock2718
[15] honored,co
[15] co,author
[15] author,post
[15] post,fastcompany
[15] laszlobock2718,proposed
[15] proposed,ahca
[15] ahca,bill
[15] bill,hurts
[15] hurts,employees

Top Word Pairs in Tweet in G5:
[9] remember,hearing
[9] hearing,boyan
[9] boyan,slat
[9] slat,s
[9] s,giant
[9] giant,ocean
[9] ocean,cleanup
[9] cleanup,machine
[9] machine,real
[9] real,fully

Top Word Pairs in Tweet in G6:
[9] btschiller,fastcompany
[6] great,piece
[6] piece,democratization
[6] democratization,impinv
[6] impinv,btschiller
[6] fastcompany,w
[6] w,thegiin
[6] thegiin,bcorporation
[5] usa,15
[5] 15,milliards

Top Word Pairs in Tweet in G7:
[21] 100,creative
[21] creative,people
[20] people,business
[17] top,100
[14] named,one
[14] one,top
[11] ibm's,harrietgreen1
[11] ai,fcmostcreative
[10] business,2017
[8] business,fastcompany

Top Word Pairs in Tweet in G8:
[3] fastcompany,google
[3] google,beats
[3] beats,apple
[3] apple,top
[3] top,company
[3] company,people
[3] people,want
[3] want,work
[3] talked,framestore
[3] framestore,epic

Top Word Pairs in Tweet in G9:
[11] disabuse,idea
[11] idea,everything
[11] everything,achieved
[11] achieved,hard
[11] hard,work
[11] work,hiap
[11] hiap,sdoh
[11] sdoh,peoh
[10] brianrahmer,disabuse
[7] quiz,tell

Top Word Pairs in Tweet in G10:
[5] brain's,habits
[5] habits,affect
[5] affect,along
[5] along,coworkers
[5] silicon,valley
[5] chief,commercial
[5] commercial,officer
[5] officer,murdo
[5] murdo,gordon
[5] gordon,explains

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@fastcompany
@lorimoreno
@fastcoideas
@laszlobock2718
@alidiab
@btschiller
@fastcolead
@nature_org
@jimoncities
@diofavatas

Top Mentioned in G1:
@tinlao
@tarakrindani
@spherion
@qldfairgo
@ebertfabi

Top Mentioned in G2:
@fastcompany
@nature_org
@diofavatas
@helpr
@googlecloud
@goop
@hp
@gwynethpaltrow
@nordstrom
@heineken

Top Mentioned in G3:
@lorimoreno

Top Mentioned in G4:
@fastcompany
@laszlobock2718
@alidiab
@microsoft
@lyft
@linkedin
@uber
@paypal
@aclu
@gawker

Top Mentioned in G5:
@fastcoideas
@swellinvesting
@fastcompany
@aspiration
@calestous
@rquintini
@ideo
@sustainfash
@edmorata
@fangerd

Top Mentioned in G6:
@btschiller
@fastcompany
@thegiin
@bcorporation
@amitkbouri
@c
@calvert_fdn
@acumen
@fawkes_family
@jennpryce

Top Mentioned in G7:
@harrietgreen1
@fastcompany
@ibmformarketing
@ibmcommerce
@sjtechguy
@ibmiot
@ernieschell
@ibmsupplychain
@saumie24

Top Mentioned in G8:
@apple
@fastcompany
@google
@jeffcbeer
@framestore
@mr_bellis
@cannes_lions
@huaweimobile
@jamesgunn
@intelinvolved

Top Mentioned in G9:
@brianrahmer
@mclendaniel
@fastcodesign

Top Mentioned in G10:
@fastcolead
@bmsnews
@microsoft
@brokemillennial
@dhoopcamp
@ronfeir

Top Tweeters
Top Tweeters in Entire Graph:
@ronfeir
@ipomaven
@alt_bit_coins
@melislily
@marshawright
@rt_racesonoma
@jbkavungal
@qxnews
@krunox123
@vrai777

Top Tweeters in G1:
@ipomaven
@alt_bit_coins
@jbkavungal
@krunox123
@vrai777
@silverbacklive
@startupcrunch
@crafty_ai
@my_duwad
@bitcoinagile

Top Tweeters in G2:
@melislily
@rcastle06
@gabymenta
@thr
@femmekatz
@nordstrom
@vernapolitics
@pedrohen
@500kflea
@ogoing

Top Tweeters in G3:
@lorimoreno
@edjlazar
@miamibeachpages
@levipeniche
@brandcoachkelly
@reffes1
@tarajoh07130973
@bstvctlonstory
@optic__meep
@iaxjazzmoto

Top Tweeters in G4:
@qxnews
@shailendra_nair
@delta
@foxnews
@zippylab
@natashasamani
@nbrx
@donengene
@widereceivermen
@culturallydemag

Top Tweeters in G5:
@nrgrenaissance
@calestous
@banerji1
@batman710
@wrizal
@marthawatt
@thecultureist
@fastcoideas
@knammari1
@durgeshskumar

Top Tweeters in G6:
@mrkoolodo
@twitjako
@pcdnetwork
@fawkes_family
@yvonlemotard
@newamerica
@valcharliepop
@galipeau
@socialstockexch
@acumen

Top Tweeters in G7:
@ernieschell
@omboriretail
@hal_9000_ai
@pybiandstuff
@stephenmonaco
@retailminded
@claudio5p
@ibmcommerce
@ibmformarketing
@biranzo

Top Tweeters in G8:
@google
@advertisingdiva
@jamesgunn
@joedevon
@huaweimobile
@walkenstein
@aiiane
@usablenet
@maybear25
@ualbanymba

Top Tweeters in G9:
@sandymaxey
@grahamscambler
@fastcodesign
@brianrahmer
@carolforden
@fordfoundation
@drstroman
@carolinekealey
@noahr
@1181997977

Top Tweeters in G10:
@ronfeir
@studioloraine
@chandachacon
@meetdux
@whynotchange
@fastcolead
@brokemillennial
@myounique
@rialtoboard
@vxjoe