innovation since:2017-07-02 until:2017-07-03, Twitter, 7/10/2017 8:13:41 AM, 115698


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innovation since:2017-07-02 until:2017-07-03 Twitter NodeXL SNA Map and Report for Monday, 10 July 2
innovation since:2017-07-02 until:2017-07-03 Twitter NodeXL SNA Map and Report for Monday, 10 July 2
From:
scotpublichealth
Uploaded on:
July 10, 2017
Short Description:
innovation since:2017-07-02 until:2017-07-03 via NodeXL http://bit.ly/2u3NCWl
@innovation_rtw
@roomeezon
@lynntilton
@cloudpreacher
@vgirish

Description:
Description
The graph represents a network of 5,239 Twitter users whose recent tweets contained "innovation since:2017-07-02 until:2017-07-03", 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 07:50 UTC.

The tweets in the network were tweeted over the 4-hour, 18-minute period from Sunday, 02 July 2017 at 19:41 UTC to Sunday, 02 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 : 5239
Unique Edges : 6132
Edges With Duplicates : 915
Total Edges : 7047
Self-Loops : 1849
Reciprocated Vertex Pair Ratio : 0.0119967466449776
Reciprocated Edge Ratio : 0.0237090616837452
Connected Components : 1632
Single-Vertex Connected Components : 741
Maximum Vertices in a Connected Component : 1495
Maximum Edges in a Connected Component : 2727
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.946839
Graph Density : 0.000181365111911785
Modularity : 0.773863
NodeXL Version : 1.0.1.384

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[58] http://trib.al/pThy3Io
[31] http://www.usatoday.com/story/opinion/2017/07/02/what-happened-innovation-legalize-supersonic-flight-glenn-reynolds-column/446679001/
[27] http://hightimes.com/news/italy-is-leading-the-way-toward-pot-legalization-and-innovation/
[26] https://image.slidesharecdn.com/digitaldisruption-131118155546-phpapp01/95/digital-disruption-4-638.jpg?cb=1384861949&utm_content=buffer656a7&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[23] http://www.politico.com/agenda/story/2017/07/01/jared-kushner-office-american-innovation-000470
[22] http://trib.al/4bRuK5Q
[20] https://angel.co/captcha?next=https%3A%2F%2Fangel.co%2Fquaestor-world-1%2Fjobs
[19] https://angel.co/quaestor-world-1/jobs
[17] http://reg.vrdconf.com/VRDC-2017-Innovation-Report?kcode=VRRTPB
[13] https://www.usatoday.com/story/opinion/2017/07/02/what-happened-innovation-legalize-supersonic-flight-glenn-reynolds-column/446679001/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G1:
[13] https://www.usatoday.com/story/opinion/2017/07/02/what-happened-innovation-legalize-supersonic-flight-glenn-reynolds-column/446679001/?utm_source=dlvr.it&utm_medium=twitter
[8] http://rssfeeds.usatoday.com/~/383787634/0/usatoday-newstopstories~A-new-dawn-in-Supersonic-Transport-and-technological-innovation/
[8] https://1.0.0.0/
[8] http://trib.al/4bRuK5Q
[8] http://broadband-nation.blogspot.co.uk/2015/10/business-models-and-internet-of-things.html
[7] http://www.politico.com/agenda/story/2017/07/01/jared-kushner-office-american-innovation-000470
[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://feedproxy.google.com/~r/entrepreneur/latest/~3/QUkTGvHfNT4/295839
[4] http://www.therealdtel.com/inspire.html
[4] http://www.washingtontimes.com/news/2017/jul/2/michigan-state-road-trip-to-promote-research-innov/?utm_source=RSS_Feed&utm_medium=RSS

Top URLs in Tweet in G2:
[31] http://www.usatoday.com/story/opinion/2017/07/02/what-happened-innovation-legalize-supersonic-flight-glenn-reynolds-column/446679001/
[5] https://www.washingtonpost.com/news/worldviews/wp/2017/07/02/afghanistans-all-girl-robotics-team-wont-be-allowed-to-come-the-u-s/?utm_term=.f142c95abf8b&wpisrc=nl_most&I
[5] http://www.inquirer.net/
[4] http://dlvr.it/PRbgv1
[4] https://www.digitaltrends.com/home/cities-looking-become-smart-need-look-beyond-adding-sensors/
[4] https://www.youtube.com/watch?v=b3QPEev7LrA&feature=youtu.be
[3] https://www.cargill.com/animal-nutrition/innovation/reveal-forage-analysis
[3] http://www.collectivecamp.us/
[3] https://twitter.com/PDChina/status/881539497229463553
[3] http://www.leansixsigmaforgood.com/ending-hunger-using-lean-innovation-with-san-diego-food-bank/

Top URLs in Tweet in G3:
[3] http://paper.li/e-1434746865?edition_id=a826ba30-5f67-11e7-bb98-0cc47a0d1609
[3] https://banknxt.com/61022/12-reasons-banks-dont-innovate/?utm_campaign=crowdfire&utm_content=crowdfire&utm_medium=social&utm_source=twitter#426238617-tw#1499009361847
[3] http://www.scoop.it/t/innovation-management-12/p/4081062577/2017/07/02/the-innovation-of-diversity-in-cybersecurity?utm_medium=social&utm_source=twitter
[3] http://mashable.com/2017/06/29/microsoft-puts-ai-on-a-raspberry-pi/#M8kIYcJVeaqU?platform=hootsuite
[2] https://www.youtube.com/watch?v=d3AR8PO3OBU&feature=youtu.be
[2] http://www.viraldaily.click/index.php/1599-dog-plays-fetch-with-himself
[2] http://paper.li/creativesage/creativity-innovation-km?edition_id=96c6add0-5f68-11e7-b57c-0cc47a0d1605
[2] http://paper.li/pratik_bansode/1468590677?edition_id=30768280-5f68-11e7-b0b1-002590a5ba2d
[2] https://www.psfk.com/2017/06/amazon-removing-the-biggest-hurdles-online-clothes-shopping.html?platform=hootsuite
[2] http://www.viraldaily.click/index.php/1501-how-to-make-your-own-vacuum-cleaner

Top URLs in Tweet in G4:
[7] http://www.tes.com/news/school-news/breaking-views/four-questions-ask-yourself-about-classroom-innovation
[6] https://www.tes.com/news/school-news/breaking-views/four-questions-ask-yourself-about-classroom-innovation
[4] https://twitter.com/Israelwithlove/status/881393502558584832
[3] http://www.huffingtonpost.com/2014/09/10/3d-printing-prosthetic-hand-wolverine-superhero_n_5798798.html
[3] http://paper.li/mesterman/1403995934?edition_id=120aaae0-5f79-11e7-bb98-0cc47a0d1609
[3] http://paper.li/whyfollowherd/1451559369?edition_id=81aa24c0-5f60-11e7-aaa2-0cc47a0d164b
[3] http://bit.ly/2s7gZ6I
[3] http://www.npr.org/2012/09/05/160394967/3-clues-to-how-geography-fuels-innovation?sc=tw&cc=share
[2] http://insidesouthaustralia.com.au/innovation-hits-the-airwaves/?utm_campaign=Entrepreneurs&utm_content=56690878&utm_medium=social&utm_source=twitter
[2] http://paper.li/HemsZwier/1321732022?edition_id=2f66fd60-5f5f-11e7-aaa2-0cc47a0d164b

Top URLs in Tweet in G5:
[10] http://www.ibtimes.com/uber-lyft-might-not-be-able-track-users-post-ride-new-software-hides-travel-data-2560439
[1] https://twitter.com/i/web/status/881588422615457793

Top URLs in Tweet in G6:
[3] http://tweetmashup.com
[1] https://twitter.com/i/web/status/881615810887917568
[1] https://www.linkedin.com/pulse/what-would-you-do-werent-afraid-aditya-anupkumar

Top URLs in Tweet in G7:
[8] http://www.bbc.co.uk/news/world-africa-40441790
[6] http://www.washingtontimes.com/news/2017/jul/2/economic-recovery-can-be-aided-by-innovation-produ/
[5] http://mashable.com/2017/07/02/small-dog-jumps-in-pool/?utm_campaign=Mash-Prod-RSS-Feedburner-All-Partial&utm_cid=Mash-Prod-RSS-Feedburner-All-Partial&utm_source=dlvr.it&utm_medium=twitter
[5] https://www.forbes.fr/luxe/linnovation-a-lhonneur-sur-le-salon-du-luxe-paris-2017/#luxe
[4] https://www.theglobeandmail.com/report-on-business/rob-commentary/supreme-court-harms-canadas-innovation-policy-stand-ahead-of-nafta-negotiations/article35532093/?utm_source=twitter.com&utm_medium=Referrer:+Social+Network+/+Media&utm_campaign=Shared+Web+Article+Links
[3] https://www.inc.com/greg-satell/4-myths-about-innovation-that-gurus-love-to-tell.html?utm_source=dlvr.it&utm_medium=twitter
[2] http://www.lem.sssup.it/WPLem/files/2017-15.pdf
[2] https://twitter.com/mitsmr/status/881589590099992576
[2] http://www.amazon.com/Disrupt-You-Transformation-Opportunity-Innovation/dp/1250059372
[2] http://broadband-nation.blogspot.co.uk/2015/10/business-models-and-internet-of-things.html

Top URLs in Tweet in G8:
[20] https://angel.co/captcha?next=https%3A%2F%2Fangel.co%2Fquaestor-world-1%2Fjobs
[19] https://angel.co/quaestor-world-1/jobs
[3] https://angel.co/771h5/jobs
[2] https://angel.co/quaestor-world-1
[2] http://indianexpress.com/article/india/innovation-a-smart-city-that-saves-an-hour-a-day-kalasatama-4719171/?utm_content=bufferab6b1&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] http://cpix.me/a/26932536
[1] https://twitter.com/i/web/status/879224183506571264
[1] https://twitter.com/i/web/status/880664005362278400
[1] https://twitter.com/i/web/status/881641845775884289
[1] https://twitter.com/i/web/status/881305153676206081

Top URLs in Tweet in G9:
[14] http://trib.al/4bRuK5Q
[4] https://www.linkedin.com/pulse/5-types-innovation-future-work-pt-1-employee-jacob-morgan-1?published=t
[3] https://techcrunch.com/2017/07/02/microsoft-is-laying-off-thousands-of-staff/?ncid=rss&utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+Techcrunch+%28TechCrunch%29
[3] https://mhealthintelligence.com/news/ata-task-force-to-study-environmental-effects-of-telemedicine#sthash.HiaojEIO.uxfs
[2] https://www.instagram.com/p/BVk6WYVDBrY/
[2] https://ww2.kqed.org/mindshift/2017/06/23/why-unlearning-old-habits-is-an-essential-step-for-innovation/
[2] http://www.anpei.org.br/conferencia2017/
[2] https://techcrunch.com/2017/07/02/watch-spacex-launch-a-communications-satellite-live-right-here/?ncid=rss&utm_source=feedburner&utm_medium=feed&utm_campaign=Feed%3A+Techcrunch+%28TechCrunch%29
[2] https://www.forbes.com/sites/capitalone/2017/06/22/six-types-of-thinking-to-drive-digital-innovation/?utm_source=TWITTER&utm_medium=social&utm_content=953108853&utm_campaign=sprinklrForbesMainTwitter#5b17dec77b00
[2] https://www.forbes.com/sites/sap/2017/06/26/ballance-brings-digital-innovation-to-new-zealand-farming/?utm_source=TWITTER&utm_medium=social&utm_content=953140233&utm_campaign=sprinklrForbesMainTwitter#603e7cdd652b

Top URLs in Tweet in G10:
[20] https://image.slidesharecdn.com/digitaldisruption-131118155546-phpapp01/95/digital-disruption-4-638.jpg?cb=1384861949&utm_content=buffer656a7&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] http://us14.campaign-archive2.com/?u=20fe3cadcaff492429f26d65a&id=d899405fc4
[1] https://twitter.com/i/web/status/880369783367225345
[1] https://twitter.com/i/web/status/881656500611055616
[1] https://twitter.com/i/web/status/878404806313771009
[1] https://twitter.com/i/web/status/881517582767058944
[1] https://twitter.com/i/web/status/877061499298217985
[1] https://twitter.com/i/web/status/879598884795944960
[1] https://twitter.com/i/web/status/881290245702111233
[1] http://eepurl.com/cULq-L

Top Domains
Top Domains in Tweet in Entire Graph:
[772] twitter.com
[118] google.com
[94] paper.li
[93] co.uk
[88] trib.al
[62] linkedin.com
[59] usatoday.com
[49] fb.me
[46] youtube.com
[44] angel.co

Top Domains in Tweet in G1:
[146] twitter.com
[61] google.com
[27] co.uk
[26] fb.me
[25] linkedin.com
[24] usatoday.com
[17] info-innovation.jp
[15] eweek.com
[14] paper.li
[13] com.au

Top Domains in Tweet in G2:
[35] usatoday.com
[35] google.com
[30] twitter.com
[16] youtube.com
[8] techno-science.net
[6] paper.li
[5] washingtonpost.com
[5] inquirer.net
[4] dlvr.it
[4] digitaltrends.com

Top Domains in Tweet in G3:
[37] twitter.com
[7] paper.li
[5] viraldaily.click
[3] banknxt.com
[3] scoop.it
[3] mashable.com
[2] youtube.com
[2] psfk.com
[2] slidesharecdn.com
[2] disruptionhub.com

Top Domains in Tweet in G4:
[26] paper.li
[21] twitter.com
[20] google.com
[13] tes.com
[3] huffingtonpost.com
[3] bit.ly
[3] npr.org
[2] com.au
[2] linkedin.com
[2] instagram.com

Top Domains in Tweet in G5:
[10] ibtimes.com
[1] twitter.com

Top Domains in Tweet in G6:
[3] tweetmashup.com
[1] twitter.com
[1] linkedin.com

Top Domains in Tweet in G7:
[16] twitter.com
[12] co.uk
[7] mashable.com
[6] theglobeandmail.com
[6] washingtontimes.com
[5] forbes.fr
[3] inc.com
[2] sssup.it
[2] amazon.com
[1] slidesharecdn.com

Top Domains in Tweet in G8:
[44] angel.co
[15] twitter.com
[2] paper.li
[2] indianexpress.com
[2] cpix.me
[1] slidesharecdn.com

Top Domains in Tweet in G9:
[14] trib.al
[8] twitter.com
[7] techcrunch.com
[7] forbes.com
[4] linkedin.com
[3] mhealthintelligence.com
[2] instagram.com
[2] kqed.org
[2] org.br
[2] inc.com

Top Domains in Tweet in G10:
[20] slidesharecdn.com
[7] twitter.com
[2] campaign-archive2.com
[1] eepurl.com
[1] feedly.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1816] innovation
[312] tech
[300] iot
[299] ai
[268] technology
[199] bigdata
[180] startup
[165] fintech
[140] manufacturing
[139] ar



Top Hashtags in Tweet in G1:
[214] innovation
[39] tech
[29] iot
[22] technology
[12] internetofthings
[11] startup
[11] business
[10] actu
[9] future
[8] cloud

Top Hashtags in Tweet in G2:
[107] innovation
[43] iot
[28] bigdata
[25] disruption
[22] ai
[15] blockchain
[14] makeyourownlane
[13] defstar5
[12] tech
[11] startup

Top Hashtags in Tweet in G3:
[211] innovation
[126] ai
[116] iot
[86] ar
[79] vr
[58] technology
[57] tech
[55] bigdata
[53] startups
[51] cybersecurity

Top Hashtags in Tweet in G4:
[112] innovation
[18] innovación
[16] eweeksa2017
[12] 3dprinting
[11] leadership
[8] creativity
[8] medtech
[8] aptuk17
[6] southaust
[6] investinsa

Top Hashtags in Tweet in G5:
[136] innovation
[126] technology
[126] manufacturing
[126] employees
[10] howwouldyou
[10] mobile

Top Hashtags in Tweet in G6:
[90] ceuxquinesontrien
[2] lgv
[2] vivatech

Top Hashtags in Tweet in G7:
[38] innovation
[26] iot
[23] tech
[23] bigdata
[21] hackathontourisme
[19] ai
[17] fintech
[16] blockchain
[16] ar
[15] artificialintelligence

Top Hashtags in Tweet in G8:
[91] innovation
[78] tech
[42] film
[37] london
[37] finance
[29] hr
[23] newyork
[22] electriccars
[22] norway
[22] environment

Top Hashtags in Tweet in G9:
[41] innovation
[11] kfdigital17
[8] emtechmit
[4] futureofwork
[4] healthcare
[3] environmental
[3] telemedicine
[3] ecofriendly
[2] digitaltransformation
[2] dataanalytics

Top Hashtags in Tweet in G10:
[65] makeyourownlane
[60] defstar5
[56] mpgvip
[49] smm
[42] startup
[38] innovation
[29] digitalmarketing
[20] digitaldisruption
[20] marketing
[13] 5g

Top Words
Top Words in Tweet in Entire Graph:
[6960] Words in Sentiment List#1: Positive
[1068] Words in Sentiment List#2: Negative
[16] Words in Sentiment List#3: Angry/Violent
[70249] Non-categorized Words
[78279] Total Words
[4203] innovation
[455] tech
[341] technology
[337] iot
[329] new

Top Words in Tweet in G1:
[734] innovation
[87] new
[70] tech
[53] business
[51] iot
[45] supersonic
[44] dawn
[43] transport
[42] technology
[41] technological

Top Words in Tweet in G2:
[319] innovation
[53] new
[53] iot
[52] dawn
[52] supersonic
[50] transport
[38] technological
[31] usatoday
[28] bigdata
[27] tech

Top Words in Tweet in G3:
[234] innovation
[128] ai
[116] iot
[99] ar
[81] vr
[62] arkit
[59] fisher85m
[58] technology
[57] tech
[55] startups

Top Words in Tweet in G4:
[162] innovation
[18] innovación
[17] latest
[16] eweeksa2017
[16] great
[14] jayweatherill
[14] new
[13] leadership
[13] daily
[12] 3dprinting

Top Words in Tweet in G5:
[136] innovation
[126] combine
[126] technology
[126] old
[126] school
[126] manufacturing
[126] take
[126] employees
[126] journey
[125] lynntilton

Top Words in Tweet in G6:
[99] emmanuelmacron
[91] magnifique
[91] discours
[90] posparis
[90] ceuxquinesontrien
[90] ou
[90] polémique
[90] stérile
[90] ceux
[90] qui

Top Words in Tweet in G7:
[117] innovation
[26] rotary
[26] iot
[23] tech
[23] bigdata
[21] hackathontourisme
[19] ai
[17] fintech
[16] blockchain
[16] ar

Top Words in Tweet in G8:
[110] innovation
[80] tech
[44] norway
[42] film
[41] london
[37] café
[37] finance
[35] coffeencarsclub
[32] 50
[30] careers

Top Words in Tweet in G9:
[74] innovation
[25] open
[18] future
[17] jacobm
[15] inc
[15] chicago
[15] chi_innovation
[14] 7
[11] 1871chicago
[11] time

Top Words in Tweet in G10:
[74] startup
[65] makeyourownlane
[60] defstar5
[56] innovation
[56] mpgvip
[49] smm
[30] steps
[29] start
[29] simple
[29] digitalmarketing

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[167] technology,innovation
[162] tech,innovation
[135] innovation,old
[133] combine,technology
[133] old,school
[133] school,manufacturing
[133] manufacturing,take
[133] take,employees
[131] employees,journey
[130] lynntilton,combine

Top Word Pairs in Tweet in G1:
[44] new,dawn
[44] dawn,supersonic
[42] supersonic,transport
[40] technological,innovation
[38] transport,technological
[21] iot,innovation
[21] research,innovation
[20] innovation,mobile
[19] michigan,state
[19] huawei,receives

Top Word Pairs in Tweet in G2:
[52] new,dawn
[52] dawn,supersonic
[50] supersonic,transport
[38] transport,technological
[38] technological,innovation
[30] innovation,usatoday
[20] usa,today
[18] research,innovation
[15] tech,innovation
[13] 9,types

Top Word Pairs in Tweet in G3:
[52] iot,ai
[44] ai,vr
[44] vr,ar
[41] innovation,growthhacking
[38] 5,types
[38] types,startups
[38] startups,2017
[38] ml,iot
[38] ar,innovation
[38] growthhacking,socialmedia

Top Word Pairs in Tweet in G4:
[16] innovación,innovation
[9] daily,thanks
[8] creativity,innovation
[7] jayweatherill,opens
[7] opens,eweeksa2017
[7] innovation,inspiration
[7] realised,shiny
[7] shiny,new
[7] new,innovations
[7] innovations,actually

Top Word Pairs in Tweet in G5:
[126] combine,technology
[126] technology,innovation
[126] innovation,old
[126] old,school
[126] school,manufacturing
[126] manufacturing,take
[126] take,employees
[126] employees,journey
[125] lynntilton,combine
[125] journey,lynn

Top Word Pairs in Tweet in G6:
[91] magnifique,discours
[90] ceuxquinesontrien,ou
[90] ou,polémique
[90] polémique,stérile
[90] stérile,ceux
[90] ceux,qui
[90] qui,ne
[90] ne,regardent
[90] regardent,pas
[90] pas,les

Top Word Pairs in Tweet in G7:
[22] tech,innovation
[15] whats,tech
[15] innovation,artificialintelligence
[15] artificialintelligence,bigdata
[15] bigdata,fintech
[15] fintech,blockchain
[15] blockchain,drones
[15] drones,iot
[15] iot,vr
[15] vr,ar

Top Word Pairs in Tweet in G8:
[40] tech,innovation
[37] film,finance
[29] tech,film
[23] london,newyork
[23] newyork,tech
[22] over,50
[22] 50,new
[22] new,cars
[22] cars,norway
[22] norway,electric

Top Word Pairs in Tweet in G9:
[14] future,innovation
[14] innovation,open
[14] open,jacobm
[13] inc,future
[13] chicago,innovation
[11] time,submit
[11] submit,best
[11] best,chicago
[11] innovation,nominations
[11] nominations,chi_innovation

Top Word Pairs in Tweet in G10:
[50] mpgvip,defstar5
[33] makeyourownlane,mpgvip
[29] start,startup
[29] startup,simple
[29] simple,steps
[29] steps,startup
[29] startup,smm
[29] smm,digitalmarketing
[29] digitalmarketing,makeyourownlane
[28] estrategiasinc,start

Top Replied-To
Top Replied-To in Entire Graph:
@thecableng
@alnallah
@jayweatherill
@inteloperator
@undp_pacific
@epascottpruitt
@realdonaldtrump
@didignatek
@mkdfla
@grazianodasilva

Top Replied-To in G1:

Top Replied-To in G2:
@alnallah
@_libre_

Top Replied-To in G3:
@niemanlab
@magnusswede
@committee4syd
@tpavlik
@guidokerkhof
@hilal_eye
@lga11i
@tractica

Top Replied-To in G4:
@jayweatherill
@martinhaese
@shellenbergermd
@bieglertom
@alannogee
@mehmetgokcekedu

Top Replied-To in G6:
@vodkatia_
@fuckinlg
@posparis
@emmanuelmacron

Top Replied-To in G7:
@pterion2910
@johnarnoldfndtn

Top Replied-To in G9:
@1871chicago

Top Mentioned
Top Mentioned in Entire Graph:
@lynntilton
@emmanuelmacron
@posparis
@fisher85m
@politico
@iaboyeji
@coffeencarsclub
@matthardybrand
@usatoday
@high_times_mag

Top Mentioned in G1:
@freedomfirecom
@therealdtel
@sableandhawkes
@sarwaranaqvi
@moblabconf
@collin_medical
@jonnypcasey
@2afriendly
@cyrilcr
@metsi2

Top Mentioned in G2:
@usatoday
@instapundit
@cloudpreacher
@jilldlawrence
@evankirstel
@youtube
@dm_agenda
@didigital_se
@kurtschlichter
@daps6

Top Mentioned in G3:
@fisher85m
@sanemavcil
@framestore
@gvuksic
@jacburns_comext
@disruptionhub
@pradeeprao_
@khalidhamdan0
@garydower
@cbinsights

Top Mentioned in G4:
@jayweatherill
@tes
@brandsouthaust
@aptuk1
@royalfreenhs
@nuevalor
@tlpmsf
@investsouthaust
@susansenglish
@wenzhang77

Top Mentioned in G5:
@lynntilton
@mindbrainfm

Top Mentioned in G6:
@emmanuelmacron
@posparis
@vodkatia_
@gandoncarole
@vivatech

Top Mentioned in G7:
@tourisme92
@unicef
@hautsdeseinefr
@rotary
@megadatamama
@ip_policy
@tomchapell
@salonduluxe
@washtimes
@mcgillu

Top Mentioned in G8:
@coffeencarsclub
@fha_ldn
@wangchuk66
@adityarajkaul
@inspirefesthq
@liquidhub
@cloudpreacher
@ikabirbedi
@reach2ratan
@chasethisnow

Top Mentioned in G9:
@jacobm
@inc
@chi_innovation
@helen_arthur
@1871chicago
@thekingsfund
@joi
@techreview
@forbes
@jameyedwards

Top Mentioned in G10:
@estrategiasinc
@reach2ratan
@ericsson
@cloudpreacher
@compellio
@tfkohler
@bourseettrading
@iadttaveras
@juandurany
@marksita5

Top Tweeters
Top Tweeters in Entire Graph:
@cloudatai
@collectedn
@uskeus
@bizlunchbox
@reservestock
@usmananwar78
@nine_oh
@onlinelisting
@marshawright
@jurylady5

Top Tweeters in G1:
@cloudatai
@collectedn
@uskeus
@bizlunchbox
@reservestock
@usmananwar78
@onlinelisting
@jbkavungal
@ntkrnow
@startupcrunch

Top Tweeters in G2:
@jurylady5
@todayatsch00l
@startuprealtime
@instapundit
@revolution_fr
@garnerbarro
@evankirstel
@kurtschlichter
@michaelbarger1
@nrgrenaissance

Top Tweeters in G3:
@sectest9
@nautabotnews
@bot_innovation
@pasquinilli
@viiiiiinnn
@fmarin_es
@digitalperiod
@infosecurity99
@davidbflower
@004nino

Top Tweeters in G4:
@marshawright
@nuevalor
@roomeezon
@huffpost
@3d_genuity
@noteworthywifey
@weekinpharma
@pedro_jose
@exboyscatter
@matthijs85

Top Tweeters in G5:
@mindbrainfm
@liveitupraliheg
@scoreminnesoat
@justice4dave
@ilzaheha
@lynntilton
@carsoiphn
@dhklqin52
@jedmillerg
@cpfromcd

Top Tweeters in G6:
@sol121nadia
@rouqui2
@she534
@birgitllinares
@vodkatia_
@freesian946
@faouenmonique
@dr_fatoumatine
@costeslioneler
@archimusiques

Top Tweeters in G7:
@b1e56df9ce6549f
@washtimes
@p9cker_girl
@megadatamama
@strategysmedia
@tillysdavies
@nocomp
@m1lk_xdex
@oscarzulu75
@kfjelsted

Top Tweeters in G8:
@himurotakasi
@puravapakash
@aryavart_bhumi
@net2ayurveda
@tiresiasgreen
@ht4ecosocialism
@nicolasgwet
@deepak_bansal11
@adityarajkaul
@geek_output

Top Tweeters in G9:
@inc
@forbes
@benacheson
@ihatethemedia
@jdredding
@jacobm
@libdemheadlines
@juliofdrezende
@winningdigital
@techreview

Top Tweeters in G10:
@jhonsonso
@trentpart
@womprco
@donaldndoro
@v_nise215
@smallbizrescafe
@mariannevantag2
@ball_zilla
@jjimenez816
@ys_fvmg