innovation since:2017-07-03 until:2017-07-04, Twitter, 7/10/2017 9:40:39 AM, 115705


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innovation since:2017-07-03 until:2017-07-04 Twitter NodeXL SNA Map and Report for Monday, 10 July 2
innovation since:2017-07-03 until:2017-07-04 Twitter NodeXL SNA Map and Report for Monday, 10 July 2
From:
scotpublichealth
Uploaded on:
July 10, 2017
Short Description:
innovation since:2017-07-03 until:2017-07-04 via NodeXL http://bit.ly/2u3NUN1
@innovation_rtw
@whatsgig
@vgirish
@megadatamama

Description:
Description
The graph represents a network of 3,830 Twitter users whose recent tweets contained "innovation since:2017-07-03 until:2017-07-04", 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 Monday, 10 July 2017 at 08:37 UTC.

The tweets in the network were tweeted over the 2-hour, 42-minute period from Monday, 03 July 2017 at 21:17 UTC to Monday, 03 July 2017 at 23:59 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 : 3830
Unique Edges : 4169
Edges With Duplicates : 678
Total Edges : 4847
Self-Loops : 1429
Reciprocated Vertex Pair Ratio : 0.0177958164221043
Reciprocated Edge Ratio : 0.0349693251533742
Connected Components : 1353
Single-Vertex Connected Components : 558
Maximum Vertices in a Connected Component : 717
Maximum Edges in a Connected Component : 1419
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.117078
Graph Density : 0.000222296927324588
Modularity : 0.758838
NodeXL Version : 1.0.1.384

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[16] http://ec.europa.eu/research/index.cfm?pg=newsalert&year=2017&na=na-030717
[14] http://www.businessinsider.com/the-ad-tech-explainer-how-innovation-is-changing-the-digital-advertising-business-2017-1
[12] https://mandyfroehlich.com/2017/07/03/who-are-you-when-nobodys-looking/
[10] http://www.smithsonianmag.com/innovation/brief-history-maps-180963685/
[9] http://www.usatoday.com/story/opinion/2017/07/02/what-happened-innovation-legalize-supersonic-flight-glenn-reynolds-column/446679001/
[9] https://angel.co/quaestor-world-1/jobs
[8] http://www.altcointoday.com/singapore-denmark-shake-fintech-innovation-pact/
[8] http://www.spectator.stfi.re/2016/08/the-internet-of-stupid-things-is-crowding-out-real-innovation/?sf=dknjljw&utm_content=bufferced52&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[8] http://okt.to/4PIS1n
[7] https://gsuite.google.com/landing/partners/referral/trial.html?utm_source=sign-up&utm_medium=referral&utm_campaign=apps-referral-program&utm_content=BAJ5Q45

Top URLs in Tweet in G1:
[8] http://www.businessinsider.com/the-ad-tech-explainer-how-innovation-is-changing-the-digital-advertising-business-2017-1
[6] https://1.0.0.0/
[5] http://www.smithsonianmag.com/innovation/brief-history-maps-180963685/
[5] https://gsuite.google.com/landing/partners/referral/trial.html?utm_source=sign-up&utm_medium=referral&utm_campaign=apps-referral-program&utm_content=BAJ5Q45
[4] http://www.altcointoday.com/singapore-denmark-shake-fintech-innovation-pact/
[4] http://www.amazon.com/exec/obidos/ISBN=0965444902/internalcontrolrA/
[3] http://albertodiminin.nova100.ilsole24ore.com/2017/07/03/la-via-italiana-allopen-innovation/
[3] http://no-one-knows-why.fastfixcomputerrepairs.com/2017/07/03/innovation-needs-fluid-space-mal-fletcher/
[3] https://www.reddit.com/r/worldnews/comments/6l3buf/india_and_israel_are_expected_to_sign_an/?utm_source=ifttt
[3] http://www.spectator.stfi.re/2016/08/the-internet-of-stupid-things-is-crowding-out-real-innovation/?sf=dknjljw&utm_content=bufferced52&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G2:
[8] http://okt.to/4PIS1n
[6] https://webclass.clickfunnels.com/signup-now?cf_affiliate_id=512048&affiliate_id=512048
[4] http://sloanreview.mit.edu/article/how-big-data-is-empowering-ai-and-machine-learning-at-scale/?utm_source=twitter&utm_medium=social&utm_campaign=sm-direct
[3] https://twitter.com/UmbaHahn/status/879212977706090496
[3] http://www.smartinsights.com/managing-digital-marketing/marketing-innovation/15-applications-artificial-intelligence-marketing/
[2] http://www.altcointoday.com/singapore-denmark-shake-fintech-innovation-pact/
[2] http://upflow.co/l/28iI/2017/06/29/how-to-foster-an-organizational-culture-that-encourages-innovation
[2] http://sloanreview.mit.edu/article/developing-innovative-solutions-through-internal-crowdsourcing/
[2] https://www.challenges.fr/start-up/pourquoi-les-start-up-sont-indispensables-a-l-innovation-medicale_466756?utm_content=buffer8f1f2&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] http://blog.onestop.com/innovation-and-big-data-to-boost-retail-sales?utm_campaign=Blog%20Posts&utm_content=56843168&utm_medium=social&utm_source=twitter

Top URLs in Tweet in G3:
[7] http://www.doe.virginia.gov/news/news_releases/2017/06_jun29_gov.shtml
[4] https://www.enterprise.cam.ac.uk/news/cambridges-raspberry-pi-brings-home-uks-top-engineering-innovation-accolade/#.WVlL-iuvV0c.twitter
[4] https://steps-centre.org/publication/innovation-sustainability-democracy-analysis-grassroots-contributions/
[4] http://blog.strategyzer.com/posts/2017/5/15/the-corporate-innovation-ecosystem
[4] https://www.linkedin.com/slink?code=b_Tip-m
[3] http://www.mckinsey.com/business-functions/mckinsey-analytics/our-insights/how-artificial-intelligence-can-deliver-real-value-to-companies?utm_content=buffer259da&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] http://heartglows.com/index.php?0%2020%2053
[3] https://webcast.ec.europa.eu/research-innovation-shaping-our-future
[3] https://twitter.com/Tecnoempresa1/status/881991960419893249
[3] http://www.thebetterindia.com/107298/fenboat-innovation-engineering-students-pollution-level-rivers-kerala/?utm_content=buffer279b9&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G4:
[7] https://docs.google.com/forms/d/e/1FAIpQLScWPh3a8VTnPG6VDN2PP2V6botvYuaenZqAaEpRB_W_j1xd1Q/viewform?usp=send_form
[5] http://ow.ly/ZhJo30dgZpT
[5] http://er.educause.edu/articles/2017/7/the-origins-of-innovation-in-the-edtech-ecosystem
[3] https://www.accesshq.com/insights-and-events/quantifying-uncertainty
[3] http://paper.li/mesterman/1403995934?edition_id=47a58f70-6042-11e7-bb98-0cc47a0d1609
[3] https://www.hrzone.com/lead/future/four-ways-for-hr-to-become-a-force-for-innovation?utm_content=buffer52c7a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.google.com/url?rct=j&sa=t&url=http://news.xinhuanet.com/english/2017-07/04/c_136414460.htm&ct=ga&cd=CAIyH2ZlZDNkYWI2OTYyYjI1ODQ6Y29tLmNvOmVuOkNPOkw&usg=AFQjCNEVErtgzLJpGm14zRvbx-SS4abrUw
[2] https://www.moptwo.com/wvandervelde~45931
[2] http://www.obsidianeagle.com/2014/05/of-dice-and-dominoes.html#.WTRydvWqMKU.twitter
[2] http://www.printweek.com/print-week/briefing/1161629/is-the-printing-industry-entering-a-new-age-of-innovation?utm_content=buffer4fa2a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G5:
[7] https://www.forbes.com/sites/danielnewman/2017/02/16/innovation-vs-transformation-the-difference-in-a-digital-world/#65e8b2d565e8
[5] https://t.co/G4mzJu5rHk
[4] http://www.franceaudacieuse.com/2017/07/02/finance-innovation/
[3] http://www.newyorker.com/magazine/2014/06/23/the-disruption-machine
[3] https://news.ycombinator.com/item?id=14681767
[3] http://zurb.com/blog/the-amazon-effect-and-how-retailers-can-s
[3] https://www.myob.com/au/blog/innovation-isnt-invention-its-a-new-perspective/
[2] http://www.canadianbusiness.com/innovation/oversharing-for-profit/?utm_source=twitter&utm_medium=auto
[1] https://www.broadsoft.com/technology-innovation-blog/lowering_total_cost_of_ownership_in_a_rapidly_innovating_uc_marketplace?utm_campaign=BroadSoft%20TechBeat&utm_content=56896471&utm_medium=social&utm_source=twitter
[1] https://t.co/dXs2CR2AI7

Top URLs in Tweet in G6:
[13] http://ec.europa.eu/research/index.cfm?pg=newsalert&year=2017&na=na-030717
[2] http://ec.europa.eu/research/index.cfm?&na=na-160317&pg=newsalert&year=2017
[1] http://tweetedtimes.com/v/1904
[1] https://twitter.com/i/web/status/881945027366223873
[1] https://twitter.com/i/web/status/881901984386777088
[1] https://twitter.com/i/web/status/881902113256869888
[1] https://twitter.com/i/web/status/881789269265833984
[1] https://www.linkedin.com/slink?code=duaQcf9
[1] https://twitter.com/eu_commission/status/881945027366223873
[1] https://twitter.com/i/web/status/881795915203457024

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/882000062997463040

Top URLs in Tweet in G8:
[6] http://trib.al/2XwSxa8
[3] http://paper.li/e-1483917841?edition_id=9ba5c8c0-6046-11e7-aaa2-0cc47a0d164b#blockchain
[3] https://www.youtube.com/watch?v=c3cVZb6-tAA&feature=youtu.be&a
[2] https://www.nytimes.com/2017/06/24/opinion/sunday/artificial-intelligence-economic-inequality.html?_r=0&utm_content=buffer322ad&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] http://dy.si/wL83i
[2] http://labs.eweek.com/innovation/tom-siebel-is-getting-his-systems-running-again-this-time-in-iot
[2] https://www.linkedin.com/pulse/design-thinking-never-enough-steve-glaveski?lipi=urn:li:page:d_flagship3_profile_view_base_post_details;X8I3YS4KQrKVsyi6VFQdhA%3D%3D&ref=quuu&utm_content=buffer22219&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://twitter.com/i/web/status/882020780158189568
[1] https://twitter.com/i/web/status/882018585094242304
[1] http://labs.eweek.com/innovation/uber-fires-top-self-driving-car-exec-over-trade-secrets-snafu

Top URLs in Tweet in G9:
[2] http://inhabitat.com/chinas-largest-bike-share-launches-air-purifying-bicycles-for-20-million-citizens/
[2] https://roceteer.com/blog/best-buddies-creativity-discipline/
[2] http://ow.ly/ZhJo30dgZpT
[2] http://paper.li/relativelyr?edition_id=0e6b0b50-603c-11e7-aaa2-0cc47a0d164b
[2] https://click.linksynergy.com/fs-bin/click?id=kLCTlhkookQ&subid=&offerid=467035.1&type=10&tmpid=18061&RD_PARM1=https%3A%2F%2Fwww.coursera.org%2Fspecializations%2Fstrategic-management
[2] https://medium.com/@designforsustainability/believing-is-seeing-and-seeing-is-believing-cb1e116cbe0e?platform=hootsuite
[2] http://www.kellyservices.us/US/Business-Services/Management-Tips/Strategies-To-Enhance-Your-Team-s-Creativity/?es_p=4462799
[2] http://brainzooming.com/strategic-thinking-exercise-a-swot-analysis-to-push-thinking/26804/?utm_content=39804313&utm_medium=social&utm_source=twitter
[2] http://paper.li/ItheMissingLink/1316647225?edition_id=36a771d0-6046-11e7-b0b1-002590a5ba2d
[1] https://www.theguardian.com/technology/2017/jul/02/facebook-drone-aquila-internet-test-flight-arizona?CMP=Share_iOSApp_Other

Top URLs in Tweet in G10:
[3] http://www.npr.org/sections/thesalt/2017/07/03/532250762/how-the-story-of-beer-is-the-story-of-america
[1] https://twitter.com/i/web/status/881946244590981120
[1] https://twitter.com/i/web/status/881998530889621504
[1] https://www.sbnation.com/college-football/2017/7/3/15915076/alabama-russian-technology-nick-saban-catapult-sports-satellite
[1] https://twitter.com/i/web/status/882008722662453248
[1] https://twitter.com/i/web/status/882000909059866629
[1] https://twitter.com/i/web/status/881991072783749122
[1] https://twitter.com/i/web/status/881986885375152129

Top Domains
Top Domains in Tweet in Entire Graph:
[699] twitter.com
[63] google.com
[62] linkedin.com
[51] paper.li
[45] fb.me
[38] co.uk
[31] youtube.com
[27] medium.com
[24] europa.eu
[20] businessinsider.com

Top Domains in Tweet in G1:
[101] twitter.com
[43] google.com
[27] fb.me
[26] linkedin.com
[13] co.uk
[11] businessinsider.com
[9] paper.li
[8] dy.si
[6] smithsonianmag.com
[6] instagram.com

Top Domains in Tweet in G2:
[82] twitter.com
[8] okt.to
[6] mit.edu
[6] clickfunnels.com
[3] smartinsights.com
[2] altcointoday.com
[2] upflow.co
[2] fb.me
[2] challenges.fr
[2] onestop.com

Top Domains in Tweet in G3:
[37] twitter.com
[7] virginia.gov
[5] ac.uk
[5] linkedin.com
[5] innovation-village.com
[4] steps-centre.org
[4] strategyzer.com
[3] co.uk
[3] mckinsey.com
[3] heartglows.com

Top Domains in Tweet in G4:
[12] google.com
[9] twitter.com
[6] paper.li
[5] ow.ly
[5] educause.edu
[3] accesshq.com
[3] hrzone.com
[2] moptwo.com
[2] obsidianeagle.com
[2] printweek.com

Top Domains in Tweet in G5:
[7] forbes.com
[6] t.co
[4] franceaudacieuse.com
[4] myob.com
[3] newyorker.com
[3] ycombinator.com
[3] zurb.com
[3] twitter.com
[2] canadianbusiness.com
[1] broadsoft.com

Top Domains in Tweet in G6:
[15] europa.eu
[7] twitter.com
[1] tweetedtimes.com
[1] linkedin.com

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

Top Domains in Tweet in G8:
[12] twitter.com
[11] eweek.com
[6] trib.al
[3] paper.li
[3] youtube.com
[2] nytimes.com
[2] dy.si
[2] linkedin.com
[1] marutitech.com
[1] rhinfo.com

Top Domains in Tweet in G9:
[7] twitter.com
[4] paper.li
[3] brainzooming.com
[2] inhabitat.com
[2] roceteer.com
[2] ow.ly
[2] linksynergy.com
[2] medium.com
[2] kellyservices.us
[1] theguardian.com

Top Domains in Tweet in G10:
[6] twitter.com
[3] npr.org
[1] sbnation.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1365] innovation
[482] tech
[389] bigdata
[345] iot
[259] defstar5
[250] smm
[246] fintech
[236] digitalmarketing
[218] ai
[177] technology



Top Hashtags in Tweet in G1:
[162] innovation
[18] tech
[17] technology
[12] iot
[11] startup
[11] fintech
[9] bigdata
[8] cloud
[7] ai
[6] creativity

Top Hashtags in Tweet in G2:
[393] innovation
[325] tech
[320] bigdata
[248] iot
[245] defstar5
[225] smm
[215] digitalmarketing
[195] fintech
[164] ai
[151] mpgvip

Top Hashtags in Tweet in G3:
[86] innovation
[22] tech
[17] iot
[9] bigdata
[7] digitalhealth
[6] blockchain
[6] bitcoin
[5] creativity
[5] fintech
[5] defstar5

Top Hashtags in Tweet in G4:
[57] innovation
[16] edtech
[10] highered
[9] iot
[9] tech
[6] ai
[5] revit
[5] bim
[5] innovación
[5] business

Top Hashtags in Tweet in G5:
[23] innovation
[12] bigdata
[11] marketing
[11] ux
[10] digitalmarketing
[10] smm
[9] startup
[9] entrepreneur
[9] growthhacking
[9] sales

Top Hashtags in Tweet in G6:
[24] h2020future
[7] innov4impact
[4] futureofeurope
[4] innovation
[3] industry40
[3] dataeconomy
[3] digitiseeu
[1] brainresearch
[1] europe
[1] horizon2020

Top Hashtags in Tweet in G8:
[41] innovation
[27] iot
[25] tech
[13] bigdata
[12] technology
[12] startups
[12] ai
[11] designthinking
[11] actu
[7] startup

Top Hashtags in Tweet in G9:
[39] innovation
[9] israel
[6] bestofbritish
[5] internet
[5] aluminium
[5] climatechange
[4] goodnews
[4] global
[4] drone
[4] technology

Top Hashtags in Tweet in G10:
[9] innovation
[4] technology
[3] founder
[2] leadership
[1] satellite
[1] sportsbiz
[1] supportscience

Top Words
Top Words in Tweet in Entire Graph:
[5073] Words in Sentiment List#1: Positive
[667] Words in Sentiment List#2: Negative
[9] Words in Sentiment List#3: Angry/Violent
[51212] Non-categorized Words
[56952] Total Words
[3180] innovation
[589] tech
[389] bigdata
[344] iot
[260] fintech

Top Words in Tweet in G1:
[546] innovation
[47] tech
[44] new
[43] technology
[34] business
[26] design
[24] digital
[22] 2017
[18] 3
[18] create

Top Words in Tweet in G2:
[433] innovation
[327] tech
[320] bigdata
[248] iot
[245] defstar5
[225] smm
[215] digitalmarketing
[197] fintech
[164] ai
[151] mpgvip

Top Words in Tweet in G3:
[172] innovation
[31] tech
[17] iot
[12] veterans
[12] 5
[11] more
[10] school
[10] creativity
[10] good
[9] htt

Top Words in Tweet in G4:
[87] innovation
[21] edtech
[10] revit
[10] highered
[9] iot
[9] tech
[8] learning
[8] writing
[8] article
[8] acel

Top Words in Tweet in G5:
[62] innovation
[21] new
[18] alantudgemp
[18] found
[18] more
[18] efficient
[18] way
[18] publish
[18] australians
[18] personal

Top Words in Tweet in G6:
[57] innovation
[31] research
[27] eu_commission
[26] moedas
[24] h2020future
[20] science
[19] growth
[18] jobs
[17] without
[15] report

Top Words in Tweet in G7:
[41] sincerely
[41] hope
[41] robotics
[41] co
[41] reaches
[41] out
[41] team
[41] brave
[41] girls
[41] deserve

Top Words in Tweet in G8:
[45] innovation
[28] tech
[27] iot
[14] ai
[13] bigdata
[12] technology
[12] startups
[11] designthinking
[11] actu
[9] strategy

Top Words in Tweet in G9:
[42] innovation
[9] israel
[7] israeli
[6] love
[6] working
[6] friends
[6] abcmarine
[6] building
[6] 80ft
[6] powerboat

Top Words in Tweet in G10:
[17] innovation
[11] realdonaldtrump
[6] socialized
[5] twhillbilly
[5] jrsas2000
[5] rowlandville
[5] gop
[5] medicine
[5] gets
[5] lack

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[172] smm,tech
[167] tech,defstar5
[151] iot,smm
[141] digitalmarketing,innovation
[120] innovation,technology
[115] tech,innovation
[99] bigdata,iot
[94] technology,ai
[92] ai,bigdata
[81] defstar5,mpgvip

Top Word Pairs in Tweet in G1:
[17] technology,innovation
[13] india,israel
[13] design,innovation
[12] ad,tech
[12] tech,explainer
[12] explainer,innovation
[12] innovation,changing
[12] changing,digital
[12] digital,advertising
[12] advertising,business

Top Word Pairs in Tweet in G2:
[164] smm,tech
[159] tech,defstar5
[150] iot,smm
[140] digitalmarketing,innovation
[94] innovation,technology
[93] bigdata,iot
[91] technology,ai
[91] ai,bigdata
[74] defstar5,mpgvip
[71] bigdata,innovation

Top Word Pairs in Tweet in G3:
[8] creativity,innovation
[7] stuart,hs
[7] hs,recipient
[7] recipient,virginia
[7] virginia,high
[7] high,school
[7] school,innovation
[7] innovation,grant
[7] grant,50
[7] 50,000

Top Word Pairs in Tweet in G4:
[9] innovation,edtech
[8] writing,article
[8] article,acel
[8] acel,journal
[8] journal,leading
[8] leading,innovation
[8] innovation,schools
[8] schools,pls
[8] pls,survey
[6] mrmcimino,writing

Top Word Pairs in Tweet in G5:
[18] innovation,alantudgemp
[18] alantudgemp,found
[18] found,new
[18] new,more
[18] more,efficient
[18] efficient,way
[18] way,publish
[18] publish,australians
[18] australians,personal
[18] personal,data

Top Word Pairs in Tweet in G6:
[25] research,innovation
[20] science,innovation
[17] without,science
[17] innovation,growth
[16] growth,jobs
[14] jobs,moedas
[14] moedas,h2020future
[13] maximise,impact
[13] impact,eu
[13] eu,research

Top Word Pairs in Tweet in G7:
[41] sincerely,hope
[41] hope,robotics
[41] robotics,co
[41] co,reaches
[41] reaches,out
[41] out,team
[41] team,brave
[41] brave,girls
[41] girls,deserve
[41] deserve,show

Top Word Pairs in Tweet in G8:
[11] actu,tech
[6] tech,innovation
[6] more,600
[6] 600,participant
[6] participant,year
[6] year,ebncongress
[6] ebncongress,accet_vot
[6] accet_vot,retisinnovation
[6] retisinnovation,agoranov_innov
[6] agoranov_innov,innovation

Top Word Pairs in Tweet in G9:
[6] love,working
[6] working,friends
[6] friends,abcmarine
[6] abcmarine,building
[6] building,80ft
[6] 80ft,powerboat
[6] powerboat,bestofbritish
[6] bestofbritish,innovation
[5] team_britannia,love
[5] innovation,aluminium

Top Word Pairs in Tweet in G10:
[5] twhillbilly,jrsas2000
[5] jrsas2000,rowlandville
[5] rowlandville,realdonaldtrump
[5] realdonaldtrump,gop
[5] gop,socialized
[5] socialized,medicine
[5] medicine,gets
[5] gets,lack
[5] lack,innovation
[4] steph93065,twhillbilly

Top Replied-To
Top Replied-To in Entire Graph:
@elonmusk
@eu_commission
@youssefouadrien
@biz_it
@jeremyshure
@sarkddine
@alixswalamy751
@9999noji_
@nova_innovation
@stephauteri

Top Replied-To in G1:

Top Replied-To in G2:
@vladobotsvadze
@jblefevre60

Top Replied-To in G3:
@nova_innovation
@9999noji_
@nayu041400
@stephauteri
@didignatek

Top Replied-To in G4:
@kelittlejohn

Top Replied-To in G6:
@eu_commission
@moedas

Top Replied-To in G9:
@bishalnath

Top Replied-To in G10:
@twhillbilly
@dogmofo
@lobug50
@mila_marshall1
@birdmiler

Top Mentioned
Top Mentioned in Entire Graph:
@whatsgig
@liquidhub
@messageboardusa
@arlenedickinson
@megadatamama
@eu_commission
@moedas
@vladobotsvadze
@alantudgemp
@michaelfullan1

Top Mentioned in G1:
@zohaibashakir
@hgsclmt
@agilecoach
@humanwareonline
@zippylab
@board_advisor
@inventorslaunch
@cyrilcr

Top Mentioned in G2:
@whatsgig
@liquidhub
@messageboardusa
@megadatamama
@vladobotsvadze
@fisher85m
@entrepreneur_86
@anita_pralija
@techgeekrebel
@techpearce2

Top Mentioned in G3:
@jebprincipal
@deptvetaffairs
@fmarin_es
@rangers
@ucamenterprise
@stepscentre
@patientory
@foxsportssw
@ciscodc
@msmohiya

Top Mentioned in G4:
@mrmcimino
@spectrumbim
@vkellen
@dangalante
@mesterman
@jauroyon
@oberonkanobe
@dwolff67
@skipso
@etourismeinfo

Top Mentioned in G5:
@alantudgemp
@newtonmark
@e_degraev
@centricdigital
@danielnewman
@stop_groupthink
@veillesante
@audacieusef
@myob
@newsycbot

Top Mentioned in G6:
@moedas
@eu_commission
@euscienceinnov
@bertrandpiccard
@eu_brain
@vestager
@digindeu
@brusselsdc
@jmvrum
@jeffdsachs

Top Mentioned in G7:
@arlenedickinson

Top Mentioned in G8:
@harvardbiz
@accet_vot
@retisinnovation
@agoranov_innov
@schneiderelec
@schtroumfina
@vnikolop
@inst_telemaque
@energytechtour
@smarthouseaz

Top Mentioned in G9:
@abcmarine
@team_britannia
@missionmiracle
@julianchwalker
@drdcwahl
@roceteer_inc
@envisionbi
@jade8132
@kellyservices
@bresla_linda

Top Mentioned in G10:
@realdonaldtrump
@jrsas2000
@rowlandville
@gop
@steph93065
@twhillbilly
@bill_fischer
@madanrao
@stevekoss
@stannals

Top Tweeters
Top Tweeters in Entire Graph:
@cloudatai
@thus_spake
@taxtreats
@jamesroy
@businewss_bot
@environmentguru
@atsocialmediauk
@krunox123
@nuevalor
@startupcrunch

Top Tweeters in G1:
@cloudatai
@thus_spake
@taxtreats
@environmentguru
@startupcrunch
@newsfromreddit
@garnerbarro
@newsynewsworld
@ny_knicks_fans1
@denniskoch10

Top Tweeters in G2:
@startuprealtime
@sectest9
@ottlegalrebels
@itknowingness
@octavianotatau
@chidambara09
@thomasclone
@darylgibson
@securitynews6
@stillstacie

Top Tweeters in G3:
@nrgrenaissance
@fmarin_es
@awesomearcht
@italians4trump
@nitawhite1
@innovation_rtw
@iaboyeji
@architects_mag
@patylovesyou
@jeremyscrivens

Top Tweeters in G4:
@nuevalor
@alevergara78
@beingexample
@bot_innovation
@tekieboard
@dailyedtechnews
@aliceleung
@dailydigital
@zeinachalich
@mrsalakas

Top Tweeters in G5:
@john_hanna
@newsycbot
@lunisemarquis
@johnnybridge2
@newtonmark
@r_chirgwin
@cunningham_cch
@kanelle77
@taco_lad
@davispg

Top Tweeters in G6:
@caleeuropaedic
@rod_schroetter
@wxinthecity
@kdcost
@euscienceinnov
@eu_commission
@industry40io
@afdujardin
@jeffdsachs
@euinaus

Top Tweeters in G7:
@rr416
@kirstinestewart
@kevingfox
@libmaryann
@canuckfreak4eva
@scorpiomaz71
@danaariss
@arlenedickinson
@polly_905
@cindirjackson

Top Tweeters in G8:
@ericfitteduval
@digitalperiod
@designthinkbot
@disruptivedigit
@harvardbiz
@iotimelab
@vlics
@dasuma_es
@kr1shnaa
@aepiphanni

Top Tweeters in G9:
@roomeezon
@biconnections
@drpatsyp
@brainzooming
@tobesafensound
@bresla_linda
@markopoloxyz
@heathriel
@drone_en
@ithemissinglink

Top Tweeters in G10:
@steph93065
@techsofteu
@madanrao
@rocketissix
@winningdigital
@stevekoss
@realdonaldtrump
@gop
@niklentz
@dquesada