#MegaTrends, Twitter, 11/26/2019 5:15:48 PM, 217416


FAQ | Problem?

#MegaTrends_2019-11-26_08-33-54.xlsx
#MegaTrends_2019-11-26_08-33-54.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
November 26, 2019
Short Description:
#MegaTrends via NodeXL http://bit.ly/2qNbxu2
@mikequindazzi
@wef
@mvollmer1
@topcybernews
@haroldsinnott
@ronald_vanloon
@thomas_harrer
@antgrasso
@grazytgrazynatt
@yourxss

Top hashtags:
#megatrends
#ai
#emergingtech
#iot
#techtrends
#megacities
#futureofwork
#india

Description:
Description
The graph represents a network of 1,485 Twitter users whose recent tweets contained "#MegaTrends", 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 Tuesday, 26 November 2019 at 16:54 UTC.

The tweets in the network were tweeted over the 9-day, 6-hour, 9-minute period from Sunday, 17 November 2019 at 10:27 UTC to Tuesday, 26 November 2019 at 16:36 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 : 1485
Unique Edges : 6651
Edges With Duplicates : 11040
Total Edges : 17691
Self-Loops : 298
Reciprocated Vertex Pair Ratio : 0.0147771877164627
Reciprocated Edge Ratio : 0.0291240045506257
Connected Components : 70
Single-Vertex Connected Components : 24
Maximum Vertices in a Connected Component : 1299
Maximum Edges in a Connected Component : 17405
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.579816
Graph Density : 0.00398867379999455
Modularity : 0.291299
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 1,485 Twitter users whose recent tweets contained "#MegaTrends", 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 Tuesday, 26 November 2019 at 16:54 UTC.

The tweets in the network were tweeted over the 9-day, 6-hour, 9-minute period from Sunday, 17 November 2019 at 10:27 UTC to Tuesday, 26 November 2019 at 16:36 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : #MegaTrends
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Followers
Vertex Alpha : Followers

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[62] https://www.technative.io/building-smart-cities-with-the-end-goal-in-mind/
[40] https://www.technative.io/a-new-take-on-reskilling-its-about-the-collective-not-the-individual/
[31] https://www.statista.com/chart/19058/how-many-websites-are-there/
[30] https://coruzant.com/opinion/why-women-in-tech-are-building-a-better-tomorrow
[26] https://coruzant.com/esports/here-s-why-esports-revenues-are-trumping-traditional-sports
[17] https://www.linkedin.com/slink?code=ddivRzd
[16] https://twitter.com/aronstrandberg/status/740288267929722880/photo/1
[16] https://www.technative.io/bringing-the-augmented-worker-to-the-north-american-market-with-computer-vision/
[14] https://www.appannie.com/en/insights/reports/how-to-win-gen-z-on-mobile/
[14] https://tweetedtimes.com/v/3266?s=tnp

Top URLs in Tweet in G1:
[18] https://www.statista.com/chart/19058/how-many-websites-are-there/
[5] https://www.appannie.com/en/insights/reports/how-to-win-gen-z-on-mobile/
[4] https://www.gsmaintelligence.com/research/?file=67a750f6114580b86045a6a0f9587ea0&download
[3] https://www.washingtonpost.com/business/2019/01/23/davos-us-executives-warn-that-china-is-winning-ai-race/
[3] https://www.gsma.com/spectrum/wp-content/uploads/2019/10/26-and-28-GHz-for-5G.pdf
[3] https://www.nvidia.com/en-us/data-center/machine-learning-benchmarks/
[3] http://www.europarl.europa.eu/RegData/etudes/STUD/2018/627126/EPRS_STU(2018)627126_EN.pdf
[3] https://www.visualcapitalist.com/anatomy-smart-city/
[3] https://medium.com/@arshad.eduonix/what-is-the-future-of-artificial-intelligence-and-machine-learning-9fbfa0380d14
[3] https://www.technative.io/building-smart-cities-with-the-end-goal-in-mind/

Top URLs in Tweet in G2:
[42] https://www.technative.io/building-smart-cities-with-the-end-goal-in-mind/
[37] https://www.technative.io/a-new-take-on-reskilling-its-about-the-collective-not-the-individual/
[17] https://www.linkedin.com/slink?code=ddivRzd
[17] https://coruzant.com/esports/here-s-why-esports-revenues-are-trumping-traditional-sports
[16] https://www.technative.io/bringing-the-augmented-worker-to-the-north-american-market-with-computer-vision/
[11] https://www.cio.com/article/3433866/aws-cloud-storage-the-flexibility-of-elastic-block-storage.html
[6] https://www.technative.io/democtratising-data-to-bridge-the-data-science-talent-gap/
[5] https://www.weforum.org/agenda/2019/10/japan-beginner-learning-shoshin/?utm_source=Facebook%20Videos&utm_medium=Facebook%20Videos&utm_campaign=Facebook%20Video%20Blogs
[5] https://www.technative.io/transforming-expectations-in-cloud-computing-the-prestige-of-new-insights/
[4] https://www.visualcapitalist.com/top-10-cities/

Top URLs in Tweet in G3:
[14] https://twitter.com/aronstrandberg/status/740288267929722880/photo/1
[6] https://www.statista.com/chart/19058/how-many-websites-are-there/
[2] https://www.visualcapitalist.com/how-americans-make-and-spend-their-money-by-age-group/
[2] https://www.washingtonpost.com/business/2019/01/23/davos-us-executives-warn-that-china-is-winning-ai-race/
[2] https://www.gsma.com/spectrum/wp-content/uploads/2019/10/26-and-28-GHz-for-5G.pdf
[2] https://www.appannie.com/en/insights/reports/how-to-win-gen-z-on-mobile/
[2] https://twitter.com/Ronald_vanLoon/status/1198615298057940999
[2] https://tweetedtimes.com/7GTech?s=tnp
[1] https://www.visualcapitalist.com/top-10-cities/
[1] https://www.technologyreview.com/s/612768/we-analyzed-16625-papers-to-figure-out-where-ai-is-headed-next/

Top URLs in Tweet in G4:
[17] https://www.technative.io/building-smart-cities-with-the-end-goal-in-mind/
[9] https://coruzant.com/opinion/why-women-in-tech-are-building-a-better-tomorrow
[5] https://www.statista.com/chart/19058/how-many-websites-are-there/
[4] https://twitter.com/grazytgrazynatt
[4] https://www.ft.com/content/d93866aa-247d-11e9-b329-c7e6ceb5ffdf
[4] https://www.washingtonpost.com/business/2019/01/23/davos-us-executives-warn-that-china-is-winning-ai-race/
[4] https://www.appannie.com/en/insights/reports/how-to-win-gen-z-on-mobile/
[4] https://www.gsma.com/spectrum/wp-content/uploads/2019/10/26-and-28-GHz-for-5G.pdf
[4] https://www.washingtonpost.com/technology/2019/11/11/what-self-driving-cars-cant-recognize-may-be-matter-life-death/?utm_source=rfidreadernews&utm_medium=blogpost&utm_term=&utm_content=&utm_campaign=Seminar
[3] https://twitter.com/jemconsulting1

Top URLs in Tweet in G6:
[3] https://www.forbes.com/sites/bernardmarr/2019/11/18/the-6-careerdefining-tech-trends-in-2020-everyone-must-prepare-for-now/?utm_campaign=Twitter_Curated_Chatbots&utm_content=105905026&utm_medium=social&utm_source=twitter&hss_channel=tw-436268644#6d562ca9fbdd
[2] https://www.computerwoche.de/a/die-zehn-wichtigsten-technologietrends-2020,3547882
[1] https://twitter.com/AeroSociety/status/1195360945536733185
[1] https://twitter.com/HeinzVHoenen/status/1196495446753103877
[1] https://id.handelsblatt.com/login?service=https%3A%2F%2Fwww.handelsblatt.com%2Ffinanzen%2Fmaerkte%2Faktien%2Fserie-investieren-in-megatrends-demografischer-wandel-wie-anleger-am-alter-verdienen-koennen%2F25224620.html%3Fshare%3Dtwitter&gateway=true
[1] https://www.linkedin.com/slink?code=eSpj4aJ
[1] https://www.axios.com/podcast-amazon-allbirds-e4f77873-b4ad-4b29-94c1-104b793347ce.html
[1] https://www.welcometothejungle.com/en/articles/btc-thomas-guenoux-commit-strip
[1] https://de.slideshare.net/DTO-Research/transparenz-in-industriemrkten-megatrends
[1] https://www.msci.com/www/research-paper/indexing-change-understanding/01647260939

Top URLs in Tweet in G7:
[14] https://tweetedtimes.com/v/3266?s=tnp
[1] https://www.weforum.org/agenda/2019/11/american-millennials-mental-and-physical-health-is-on-the-decline-and-theyre-on-track-to-die-faster-than-gen-x-a-new-report-says/?utm_source=Facebook%20Videos&utm_medium=Facebook%20Videos&utm_campaign=Facebook%20Video%20Blogs
[1] https://portfolioconstructionforum.edu.au/login/?next=%2Fperspectives%2Fin-a-world-of-lowinterest-rates-megatrends-matter-even-more%2F
[1] https://www.weforum.org/agenda/2019/10/japan-beginner-learning-shoshin/
[1] https://groundcover.grdc.com.au/story/6481128/market-megatrends-whet-global-appetite-for-australian-pulses/
[1] https://www.weforum.org/agenda/2019/11/which-megatrends-will-have-the-most-impact-on-infrastructure-by-2050-have-your-say
[1] https://www.smh.com.au/politics/nsw/five-megatrends-that-will-reshape-nsw-20191120-p53cie.html
[1] https://www.ft.com/content/69f907ce-e127-11e9-b8e0-026e07cbe5b4
[1] https://www.weforum.org/agenda/2019/01/10-mega-trends-for-india-in-2030-the-future-of-consumption-in-one-of-the-fastest-growing-consumer-markets
[1] https://www.bcg.com/featured-insights/how-to/workforce-of-the-future.aspx?linkId=76566942&redir=true

Top URLs in Tweet in G8:
[1] https://twitter.com/GrueneArbeit/status/1194994448805052417

Top URLs in Tweet in G9:
[1] https://www.youtube.com/watch?v=8k7Svd9_26o


Top Domains
Top Domains in Tweet in Entire Graph:
[138] technative.io
[58] twitter.com
[56] coruzant.com
[31] statista.com
[27] linkedin.com
[23] weforum.org
[19] visualcapitalist.com
[18] tweetedtimes.com
[16] t.co
[15] washingtonpost.com

Top Domains in Tweet in G1:
[18] statista.com
[6] twitter.com
[5] visualcapitalist.com
[5] appannie.com
[4] europa.eu
[4] gsmaintelligence.com
[4] t.co
[3] washingtonpost.com
[3] gsma.com
[3] nvidia.com

Top Domains in Tweet in G2:
[110] technative.io
[19] linkedin.com
[18] coruzant.com
[15] weforum.org
[11] t.co
[11] cio.com
[9] visualcapitalist.com
[6] twitter.com
[2] technologyreview.com
[2] washingtonpost.com

Top Domains in Tweet in G3:
[19] twitter.com
[6] statista.com
[3] visualcapitalist.com
[2] washingtonpost.com
[2] gsma.com
[2] appannie.com
[2] tweetedtimes.com
[1] technologyreview.com
[1] ft.com
[1] vanguardblog.com

Top Domains in Tweet in G4:
[25] technative.io
[15] twitter.com
[9] coruzant.com
[8] washingtonpost.com
[7] pbynd.co
[5] statista.com
[4] ft.com
[4] appannie.com
[4] gsma.com
[3] mulesoft.com

Top Domains in Tweet in G6:
[7] gimegatrends.com
[6] linkedin.com
[3] twitter.com
[3] forbes.com
[2] computerwoche.de
[1] handelsblatt.com
[1] axios.com
[1] welcometothejungle.com
[1] slideshare.net
[1] msci.com

Top Domains in Tweet in G7:
[14] tweetedtimes.com
[4] weforum.org
[2] com.au
[1] edu.au
[1] ft.com
[1] bcg.com

Top Domains in Tweet in G8:
[1] twitter.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1674] megatrends
[1187] ai
[704] emergingtech
[621] iot
[493] techtrends
[419] megacities
[386] futureofwork
[369] india
[330] cybersecurity
[316] 4ir



Top Hashtags in Tweet in G1:
[433] ai
[406] megatrends
[213] emergingtech
[173] iot
[121] patent
[108] 4ir
[108] online
[103] emergingmarkets
[97] startups
[93] patents

Top Hashtags in Tweet in G2:
[613] megatrends
[401] ai
[400] techtrends
[323] emergingtech
[241] security
[215] iot
[169] futureofwork
[145] architectingthefuture
[144] electriccar
[120] megacities

Top Hashtags in Tweet in G3:
[177] megatrends
[177] megacities
[166] india
[119] ai
[119] futureofwork
[82] emergingmarkets
[81] 4ir
[75] fintech
[71] retail
[69] robotics

Top Hashtags in Tweet in G4:
[298] megatrends
[261] influencerpromotion
[259] yourmustread
[234] topcasestudy
[212] ai
[207] cybersecurity
[196] promoedutech
[147] iot
[105] knowledge
[89] emergingtech

Top Hashtags in Tweet in G5:
[41] iot
[39] gesture
[39] recognition
[39] iiot
[28] megatrends
[25] techtrends
[13] architectingthefuture
[5] 4ir
[4] wearabletech
[4] ux

Top Hashtags in Tweet in G6:
[37] megatrends
[8] ai
[8] technology
[8] emergingtech
[6] emergingmarkets
[6] iot
[5] tech
[5] techtrends
[5] digitaltransformation
[4] innovation

Top Hashtags in Tweet in G7:
[17] megatrends
[3] healthtechnordic
[1] millennials
[1] genx
[1] healthcare
[1] globalhealth
[1] health
[1] healthtech
[1] futureofwork
[1] conceptfiret

Top Hashtags in Tweet in G8:
[5] berufsorientierung
[5] megatrends
[5] nachhaltigkeit
[5] neoökologie

Top Hashtags in Tweet in G9:
[4] megatrends
[4] urbanization
[4] digitalization
[1] industrialization
[1] data
[1] gfl19

Top Hashtags in Tweet in G10:
[2] 3horizonsmodel
[2] megatrends

Top Words
Top Words in Tweet in Entire Graph:
[1980] Words in Sentiment List#1: Positive
[800] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[102920] Non-categorized Words
[105700] Total Words
[9797] gt
[3446] #megatrends
[2654] #ai
[2030] mikequindazzi
[1705] #iot

Top Words in Tweet in G1:
[4520] gt
[866] #ai
[838] #megatrends
[833] mikequindazzi
[621] #iot
[453] #4ir
[423] #emergingmarkets
[394] #emergingtech
[331] #bigdata
[306] 1

Top Words in Tweet in G2:
[1848] gt
[1126] #megatrends
[654] #ai
[584] #techtrends
[523] mikequindazzi
[485] #emergingtech
[436] #security
[403] #iot
[338] #cybersecurity
[333] #futureofwork

Top Words in Tweet in G3:
[2177] gt
[396] #megatrends
[387] mikequindazzi
[368] #ai
[320] #emergingtech
[291] ways
[291] change
[280] #emergingmarkets
[278] wef
[277] #iot

Top Words in Tweet in G4:
[1227] gt
[849] #megatrends
[743] #ai
[665] #cybersecurity
[489] #fintech
[435] #influencerpromotion
[432] #custserv
[432] #topcasestudy
[431] #smm
[430] #influencermarketing

Top Words in Tweet in G5:
[45] #megatrends
[42] #security
[42] ty
[41] ronald_vanloon
[41] #iot
[40] #4ir
[40] #cybersecurity
[39] interaction
[39] sensor
[39] intengineering

Top Words in Tweet in G6:
[37] #megatrends
[13] gt
[8] #ai
[8] #technology
[8] #emergingtech
[7] 2020
[6] #emergingmarkets
[6] #iot
[5] #tech
[5] #techtrends

Top Words in Tweet in G7:
[17] #megatrends
[17] more
[17] see
[8] '
[6] world
[5] megatrends
[5] mega
[5] trends
[4] forum
[3] economic

Top Words in Tweet in G8:
[5] wirklich
[5] tolles
[5] material
[5] #berufsorientierung
[5] #megatrends
[5] #nachhaltigkeit
[5] #neoökologie
[5] werden
[5] umfassend
[5] berücksichtigt

Top Words in Tweet in G9:
[4] new
[4] ideas
[4] using
[4] more
[4] 10
[4] data
[4] three
[4] #megatrends
[4] #urbanization
[4] #digitalization

Top Words in Tweet in G10:
[2] talking
[2] around
[2] #3horizonsmodel
[2] #megatrends
[2] making
[2] sense
[2] endersbylouise
[2] nickdixon2
[2] ppresults
[2] cwilkinsoldham

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[6438] gt,gt
[1272] mikequindazzi,gt
[756] #iot,#ai
[721] gt,#megatrends
[677] #megatrends,#emergingtech
[624] gt,wef
[540] #techtrends,#megatrends
[505] #emergingtech,#emergingmarkets
[457] change,2030
[449] #ai,#healthtech

Top Word Pairs in Tweet in G1:
[3005] gt,gt
[527] mikequindazzi,gt
[307] #iot,#ai
[293] gt,#megatrends
[240] #megatrends,#emergingtech
[174] #emergingtech,#emergingmarkets
[162] gt,wef
[153] gt,#ai
[153] #ai,#dataanalytics
[152] #megatrends,#emergingtechnologies

Top Word Pairs in Tweet in G2:
[1211] gt,gt
[435] #techtrends,#megatrends
[259] mikequindazzi,gt
[243] #security,#cybersecurity
[183] #megatrends,#emergingtech
[169] #iot,#ai
[166] #megatrends,#security
[164] technative,domhalps
[155] gt,#megatrends
[146] gt,wef

Top Word Pairs in Tweet in G3:
[1394] gt,gt
[336] mikequindazzi,gt
[264] gt,wef
[190] gt,#megatrends
[186] #megatrends,#emergingtech
[184] #iot,#ai
[183] #emergingtech,#emergingmarkets
[174] #emergingmarkets,#4ir
[174] #4ir,#robots
[174] #robots,#iot

Top Word Pairs in Tweet in G4:
[811] gt,gt
[418] #influencerpromotion,#topcasestudy
[392] #custserv,#ai
[380] #brest,#paris
[347] #womenintech,#technology
[280] #yourmustread,#influencerpromotion
[270] #influencers,#influencermarketing
[267] #fintech,#custserv
[264] #megatrends,#influencers
[250] #paris,#womenintech

Top Word Pairs in Tweet in G5:
[40] #security,#cybersecurity
[39] interaction,sensor
[39] sensor,intengineering
[39] intengineering,googleatap
[39] googleatap,#gesture
[39] #gesture,#recognition
[39] #recognition,#iot
[39] #iot,#iiot
[39] #iiot,#wearabletech
[39] #wearabletech,#ux

Top Word Pairs in Tweet in G6:
[9] gt,gt
[4] #tech,#technology
[4] #emergingmarkets,#emergingtech
[3] 6,career
[3] career,defining
[3] defining,tech
[3] tech,trends
[3] trends,2020
[3] 2020,everyone
[3] everyone,prepare

Top Word Pairs in Tweet in G7:
[16] see,more
[5] mega,trends
[4] forum,see
[4] ',see
[3] world,economic
[3] economic,forum
[3] #megatrends,healthtechn
[3] healthtechn,'
[3] ',cernernordics
[3] cernernordics,carolinamlw

Top Word Pairs in Tweet in G8:
[5] wirklich,tolles
[5] tolles,material
[5] material,#berufsorientierung
[5] #berufsorientierung,#megatrends
[5] #megatrends,#nachhaltigkeit
[5] #nachhaltigkeit,#neoökologie
[5] #neoökologie,werden
[5] werden,umfassend
[5] umfassend,berücksichtigt
[5] berücksichtigt,herzlichen

Top Word Pairs in Tweet in G9:
[4] new,ideas
[4] ideas,using
[4] using,more
[4] more,10
[4] 10,data
[4] data,three
[4] three,#megatrends
[4] #megatrends,#urbanization
[4] #urbanization,#digitalization
[4] #digitalization,#industrialization

Top Word Pairs in Tweet in G10:
[2] talking,around
[2] around,#3horizonsmodel
[2] #3horizonsmodel,#megatrends
[2] #megatrends,making
[2] making,sense
[2] sense,endersbylouise
[2] endersbylouise,nickdixon2
[2] nickdixon2,ppresults
[2] ppresults,cwilkinsoldham
[2] cwilkinsoldham,edcox_rsa

Top Replied-To
Top Replied-To in Entire Graph:
@grazytgrazynatt
@influencerprom1
@mamanina736
@promoedutech
@thomas_harrer
@heinzvhoenen
@info_probetech
@365surmarius
@dm_promotion

Top Replied-To in G2:
@grazytgrazynatt
@wswmuc
@kunalpatel085
@influencerprom1
@promoedutech

Top Replied-To in G4:
@grazytgrazynatt
@influencerprom1
@mamanina736
@thomas_harrer
@info_probetech
@heinzvhoenen
@365surmarius
@promoedutech
@dm_promotion

Top Replied-To in G5:
@kunalpatel085
@wyldberrie
@entrepreneur
@businesslivesa
@marialves53
@wswmuc

Top Mentioned
Top Mentioned in Entire Graph:
@mikequindazzi
@wef
@mvollmer1
@haroldsinnott
@domhalps
@antgrasso
@technative
@jblefevre60
@statistacharts
@stephanenappo

Top Mentioned in G1:
@mikequindazzi
@wef
@antgrasso
@statistacharts
@alvinfoo
@enricomolinari
@ft
@grattonboy
@sarbjeetjohal
@ravikikan

Top Mentioned in G2:
@mikequindazzi
@domhalps
@mvollmer1
@haroldsinnott
@technative
@wef
@tictoc
@stephanenappo
@spirosmargaris
@thomas_harrer

Top Mentioned in G3:
@mikequindazzi
@wef
@jblefevre60
@paula_piccard
@sigchi
@antgrasso
@mvollmer1
@guzmand
@haroldsinnott
@spirosmargaris

Top Mentioned in G4:
@itakethelead
@mikequindazzi
@fujio0606
@cynthia_lardner
@easy_branches
@nabileid1
@debraruh
@valuedmerchants
@kiyotaka_1991
@highchloecloud

Top Mentioned in G5:
@ronald_vanloon
@intengineering
@googleatap
@mikequindazzi
@alvinfoo
@mvollmer1
@kirkdborne
@psb_dc
@jblefevre60
@guzmand

Top Mentioned in G6:

Top Mentioned in G7:
@healthtechn
@cernernordics
@carolinamlw
@frronconi
@wef
@alvinfoo
@topcybernews
@chboursin
@nev
@annvdevera

Top Mentioned in G8:
@gruenearbeit
@katharinareu
@kostenrath
@greenjobs_de
@bibb_nachhaltig
@wilabonn
@lifeevberlin
@unternehmensgru

Top Mentioned in G9:
@global_female
@linklatersllp
@07saskia
@bayer
@schneiderna
@vainiotanja
@abbczech

Top Mentioned in G10:
@endersbylouise
@nickdixon2
@ppresults
@cwilkinsoldham
@edcox_rsa
@wheppolette

Top Tweeters
Top Tweeters in Entire Graph:
@arkangelscrap
@easy_branches
@sectest9
@paoloigna1
@jojokejohn
@gamergeeknews
@deejayiwan
@evankirstel
@chidambara09
@jilliemary

Top Tweeters in G1:
@paoloigna1
@gamergeeknews
@richsimmondsza
@ele9061
@glaciarblue
@vivmilano
@colorstreamedia
@padididit
@grattonboy
@ft

Top Tweeters in G2:
@arkangelscrap
@deejayiwan
@evankirstel
@zimei_no_ri
@troubleddays
@lelkan
@mashable
@akwyz
@andrewmorrisuk
@rwang0

Top Tweeters in G3:
@startupnws
@billnigh
@swissbusiness
@nicochan33
@trippbraden
@nancyrubin
@nomoreslaves
@gvalan
@smoothsale
@kuriharan

Top Tweeters in G4:
@easy_branches
@sectest9
@jojokejohn
@chidambara09
@jilliemary
@ottlegalrebels
@stevekrohn
@datsyuklover
@santchiweb
@drjimmystar

Top Tweeters in G5:
@marialves53
@blastkat
@entrepreneur
@kirkdborne
@businesslivesa
@tamaramccleary
@harvardbiz
@jennycone81
@krismoerwanto
@aliucarantakya

Top Tweeters in G6:
@sardimperium
@projectconsult_
@edwindearborn
@debasish_sinha
@pedrorlopezgar1
@frankjschwab
@eli_krumova
@sjoerdapp
@fluffytrader
@priyankawandhe

Top Tweeters in G7:
@trendsfm
@ultimatehcm
@lbsnigeria
@gillescutaya
@ultihcmevents
@ngageevents
@nev
@cernernordics
@healthtechn
@rosenbauergroup

Top Tweeters in G8:
@greenjobs_de
@unternehmensgru
@katharinareu
@kolpingessenbbe
@wilabonn
@kostenrath
@bibb_nachhaltig
@bso__team
@gruenearbeit
@lifeevberlin

Top Tweeters in G9:
@messengergoffy
@schneiderna
@bayer
@global_female
@linklatersllp
@07saskia
@vainiotanja
@abbczech
@slomancristina

Top Tweeters in G10:
@naomiworldz
@edcox_rsa
@cwilkinsoldham
@wheppolette
@nickdixon2
@ppresults
@endersbylouise