#megatrends, Twitter, 8/8/2019 8:58:35 PM, 206126


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#megatrends_2019-08-08_13-41-43.xlsx
#megatrends_2019-08-08_13-41-43.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
August 08, 2019
Short Description:
#megatrends via NodeXL http://bit.ly/2YB8FQu
@mikequindazzi
@grazytgrazynatt
@topcybernews
@stephanenappo
@chidambara09
@santchiweb
@cybersec_feeds
@thomas_harrer
@evankirstel
@wef

Top hashtags:
#megatrends
#ai
#iot
#techtrends
#cybersecurity
#bigdata
#yourmustread

Description:
Description
The graph represents a network of 628 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 Thursday, 08 August 2019 at 20:47 UTC.

The tweets in the network were tweeted over the 9-day, 5-hour, 19-minute period from Tuesday, 30 July 2019 at 14:48 UTC to Thursday, 08 August 2019 at 20:08 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 : 628
Unique Edges : 1948
Edges With Duplicates : 5472
Total Edges : 7420
Self-Loops : 149
Reciprocated Vertex Pair Ratio : 0.0299829642248722
Reciprocated Edge Ratio : 0.058220310949388
Connected Components : 57
Single-Vertex Connected Components : 24
Maximum Vertices in a Connected Component : 519
Maximum Edges in a Connected Component : 7295
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.738459
Graph Density : 0.00767734332937149
Modularity : 0.314544
NodeXL Version : 1.0.1.418

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[15] https://www.gsmaintelligence.com/research/?file=67a750f6114580b86045a6a0f9587ea0&download
[15] https://vanguardblog.com/2017/11/01/robots-will-build-better-jobs/?utm_content=buffer34811&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[10] https://www.visualcapitalist.com/anatomy-smart-city/
[9] https://www.mushroomnetworks.com/infographics/the-landscape-of-big-data-infographic/
[6] https://www.visualcapitalist.com/big-data-keeps-getting-bigger/
[5] https://www.linkedin.com/pulse/create-good-energy-cr%C3%A9ez-une-bonne-%C3%A9nergie-tw%C3%B3rzcie-dobr%C4%85-gra%C5%BCyna-tt/
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=205744
[3] https://www.linkedin.com/pulse/hyperconvergence-pendulum-st%C3%A9phane-nappo
[2] https://twitter.com/bern_identity/status/1159276653396148230
[2] https://okt.to/IogdJn

Top URLs in Tweet in G1:
[3] https://www.linkedin.com/pulse/hyperconvergence-pendulum-st%C3%A9phane-nappo
[3] https://vanguardblog.com/2017/11/01/robots-will-build-better-jobs/?utm_content=buffer34811&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.gsmaintelligence.com/research/?file=67a750f6114580b86045a6a0f9587ea0&download
[2] https://www.ibm.com/thought-leadership/institute-business-value/report/quantum-manufacturing
[2] https://www.ibm.com/blogs/research/2019/07/quantitative-immunohistochemistry/
[2] https://www.verizon.com/about/news/four-more-us-cities-experience-5g-ultra-wideband-service
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=205744
[1] https://cmun.it/zjb0iu
[1] https://www.visualcapitalist.com/anatomy-smart-city/
[1] https://www.visualcapitalist.com/big-data-keeps-getting-bigger/

Top URLs in Tweet in G2:
[8] https://vanguardblog.com/2017/11/01/robots-will-build-better-jobs/?utm_content=buffer34811&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[8] https://www.gsmaintelligence.com/research/?file=67a750f6114580b86045a6a0f9587ea0&download
[7] https://www.visualcapitalist.com/anatomy-smart-city/
[6] https://www.mushroomnetworks.com/infographics/the-landscape-of-big-data-infographic/
[3] https://www.visualcapitalist.com/big-data-keeps-getting-bigger/
[1] https://bitly.com/
[1] https://www.technative.io/ai-in-cybersecurity-friend-or-foe/?utm_source=Social5&utm_medium=Westcon&utm_campaign=Social5
[1] https://www.linkedin.com/slink?code=gZB8mck
[1] https://www.linkedin.com/slink?code=gkbjQvv
[1] https://twitter.com/MikeQuindazzi/status/1157788993276321792

Top URLs in Tweet in G3:
[5] https://www.linkedin.com/pulse/create-good-energy-cr%C3%A9ez-une-bonne-%C3%A9nergie-tw%C3%B3rzcie-dobr%C4%85-gra%C5%BCyna-tt/
[2] https://vanguardblog.com/2017/11/01/robots-will-build-better-jobs/?utm_content=buffer34811&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.gsmaintelligence.com/research/?file=67a750f6114580b86045a6a0f9587ea0&download
[1] https://www.linkedin.com/pulse/want-grow-exponentially-you-can-gra%C5%BCyna-tt/?lipi=urn%3Ali%3Apage%3Ad_flagship3_profile_view_base_post_details%3B08d5lJgJT0mFgrn%2FYjGwTA%3D%3D
[1] https://www.linkedin.com/pulse/cybersecurity-begins-integrity-impressing-using-most-popular-tt/?lipi=urn%3Ali%3Apage%3Ad_flagship3_profile_view_base_post_details%3BN0a13BSRSemQfhSPhh6%2BKA%3D%3D
[1] https://www.linkedin.com/pulse/remember-you-winner-gra%C5%BCyna-tt/?lipi=urn%3Ali%3Apage%3Ad_flagship3_profile_view_base_post_details%3B7MUO6XmmQ4OeVLPxMLrXFw%3D%3D
[1] https://www.linkedin.com/posts/gtatidea_proedutech-influencerpromotion-yourmustread-activity-6561824685804314624-k0wQ
[1] https://www.linkedin.com/start/join?session_redirect=https%3A%2F%2Fwww%2Elinkedin%2Ecom%2Ffeed%2Fupdate%2Furn%3Ali%3Aactivity%3A6535911894308397056
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=205744
[1] https://www.visualcapitalist.com/anatomy-smart-city/

Top URLs in Tweet in G4:
[2] https://www.der-bank-blog.de/boom-tech-branche/studien/technologie-studien/37655774/?utm_source=Twitter&utm_campaign=SNAP
[1] https://newsroom.domtar.com/global-megatrends-drive-demand/?utm_source=twitter&utm_medium=social&utm_campaign=sc0719
[1] https://www.gsvlabs.com/corporateinnovation
[1] https://www.okchem.com/news/Wn5lSZv4B/World%E2%80%99s-first-polyamide-beads-foam-developed-in-Japan.html?utm_source=twitter&utm_campaign=twp&utm_medium=referral
[1] https://www.linkedin.com/slink?code=dBKG4ZT
[1] https://future4.adrioninterreg.eu/wp-content/uploads/2019/03/Future-4.0-Leaflet_ENG.pdf
[1] https://www.enerson.de/
[1] https://www.der-bank-blog.de/boom-tech-branche/studien/technologie-studien/37655774/
[1] https://panelpicker.sxsw.com/vote/100763
[1] https://seura.fi/asiat/ajankohtaista/ensimmainen-apinan-ja-ihmisen-hybridi-luotu-kiinassa-tutkimus-herattaa-eettisia-kysymyksia-mita-jos-ihmisen-solut-levittaytyvat-apinan-aivoihin/?shared=1862734-c9d56980-500

Top URLs in Tweet in G5:
[2] https://oe.cd/il/TourismMegatrends
[1] https://www.skillsforemployment.org/KSP/en/Details/?dn=EDMSP1_245226

Top URLs in Tweet in G7:
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=205744

Top URLs in Tweet in G8:
[1] https://www.edie.net/news/9/When-Megatrends-collide--BlackRock-s-five-megatrends-that-will-disrupt-society/?utm_source=Edie+Weekly+Newsletter&utm_campaign=7132413b23-weeklynewsletter_COPY_25&utm_medium=email&utm_term=0_02b6d7c115-7132413b23-98512273&mc_cid=7132413b23&mc_eid=5f2f477c0b

Top URLs in Tweet in G9:
[1] https://blog.euromonitor.com/video/megatrends-experience-more/?utm_campaign=blog&utm_medium=social&utm_source=twitter&utm_content=1565132021
[1] https://go.euromonitor.com/white-paper-megatrends-2019-understanding-the-socioeconomic-drivers-of-megatrends.html?utm_source=twitter&utm_medium=social&utm_campaign=CT_SB_19_04_30_Drivers_Shaping_Megatrends
[1] https://twitter.com/Euromonitor/status/1159112714091925504
[1] https://go.euromonitor.com/webinar-megatrends-2019-connected-consumer.html

Top URLs in Tweet in G10:
[1] https://www.additivemanufacturing.media/blog/post/why-hp-believes-in-3d-printing

Top Domains
Top Domains in Tweet in Entire Graph:
[17] linkedin.com
[16] visualcapitalist.com
[15] gsmaintelligence.com
[15] vanguardblog.com
[9] twitter.com
[9] mushroomnetworks.com
[4] gimegatrends.com
[4] ibm.com
[4] rankiapro.com
[4] edie.net

Top Domains in Tweet in G1:
[4] ibm.com
[3] linkedin.com
[3] vanguardblog.com
[3] gsmaintelligence.com
[2] verizon.com
[2] visualcapitalist.com
[1] nodexlgraphgallery.org
[1] cmun.it
[1] mushroomnetworks.com

Top Domains in Tweet in G2:
[10] visualcapitalist.com
[8] vanguardblog.com
[8] gsmaintelligence.com
[6] mushroomnetworks.com
[2] linkedin.com
[2] twitter.com
[1] bitly.com
[1] technative.io
[1] bit.ly

Top Domains in Tweet in G3:
[10] linkedin.com
[2] visualcapitalist.com
[2] vanguardblog.com
[2] gsmaintelligence.com
[1] nodexlgraphgallery.org
[1] mushroomnetworks.com

Top Domains in Tweet in G4:
[4] gimegatrends.com
[3] der-bank-blog.de
[1] domtar.com
[1] gsvlabs.com
[1] okchem.com
[1] linkedin.com
[1] adrioninterreg.eu
[1] enerson.de
[1] sxsw.com
[1] seura.fi

Top Domains in Tweet in G5:
[2] oe.cd
[1] skillsforemployment.org

Top Domains in Tweet in G7:
[1] nodexlgraphgallery.org

Top Domains in Tweet in G8:
[1] edie.net

Top Domains in Tweet in G9:
[3] euromonitor.com
[1] twitter.com

Top Domains in Tweet in G10:
[1] additivemanufacturing.media

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[462] megatrends
[269] ai
[235] iot
[133] techtrends
[117] cybersecurity
[103] bigdata
[99] yourmustread
[90] influencerpromotion
[87] smartcities
[85] 5g



Top Hashtags in Tweet in G1:
[172] megatrends
[118] techtrends
[63] iot
[51] ai
[46] architectingthefuture
[42] sdgs
[42] 5g
[40] smartcities
[38] spacex
[38] earth

Top Hashtags in Tweet in G2:
[146] iot
[139] ai
[92] megatrends
[66] cloudcomputing
[63] bigdata
[61] supercomputers
[56] dataanalytics
[43] emergingmarkets
[41] futureofwork
[40] robotics

Top Hashtags in Tweet in G3:
[90] yourmustread
[83] megatrends
[81] influencerpromotion
[76] topcasestudy
[74] cybersecurity
[67] knowledge
[56] ai
[53] influencermarketing
[49] smm
[47] custserv

Top Hashtags in Tweet in G4:
[27] megatrends
[4] innovation
[3] digitalisierung
[2] industrie40
[2] technologie
[2] iot
[2] ai
[2] future
[2] technology
[1] antiplastic

Top Hashtags in Tweet in G5:
[13] megatrends
[8] automation
[5] tourism

Top Hashtags in Tweet in G6:
[8] architectingthefuture
[8] megatrends
[7] ai
[6] ibmtechu
[6] china
[6] education
[2] techtrends
[2] ar
[2] emergingtechnologies
[2] vr

Top Hashtags in Tweet in G7:
[1] ibmsystems

Top Hashtags in Tweet in G8:
[4] megatrends
[1] circular
[1] investment

Top Hashtags in Tweet in G9:
[5] megatrends
[1] socioeconomic
[1] consumer
[1] experience
[1] digital
[1] tech
[1] connectivity
[1] mrx

Top Hashtags in Tweet in G10:
[3] megatrends
[1] 3dprinting
[1] 3dpioneers

Top Words
Top Words in Tweet in Entire Graph:
[631] Words in Sentiment List#1: Positive
[204] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[26044] Non-categorized Words
[26879] Total Words
[2009] gt
[796] #megatrends
[432] #ai
[378] mikequindazzi
[292] #iot

Top Words in Tweet in G1:
[233] #megatrends
[204] gt
[121] #techtrends
[95] stephanenappo
[93] s
[93] #ciso
[92] #technology
[88] #ai
[88] #tech
[84] #5g

Top Words in Tweet in G2:
[1586] gt
[259] mikequindazzi
[223] #megatrends
[181] #iot
[152] #ai
[130] #emergingtech
[90] #4ir
[76] #robotics
[73] #cloudcomputing
[70] #bigdata

Top Words in Tweet in G3:
[215] #megatrends
[192] #cybersecurity
[189] #influencermarketing
[187] #yourmustread
[187] #influencerpromotion
[185] #topcasestudy
[185] #knowledge
[182] #smm
[178] #custserv
[167] #ai

Top Words in Tweet in G4:
[27] #megatrends
[7] gt
[5] demand
[4] future
[4] einem
[4] #innovation
[4] 5
[3] out
[3] 3
[3] https

Top Words in Tweet in G5:
[14] #megatrends
[9] going
[8] driven
[8] such
[8] #automation
[8] ageing
[8] offshoring
[8] share
[8] middle
[8] skill

Top Words in Tweet in G6:
[8] #architectingthefuture
[8] #megatrends
[8] #iot
[8] #ai
[6] #ibmtechu
[6] race
[6] #china
[6] leveraging
[6] #education
[6] answer

Top Words in Tweet in G7:
[2] #ibmsystems

Top Words in Tweet in G8:
[4] climate
[4] change
[4] urbanisation
[4] blackrock's
[4] five
[4] #megatrends
[4] disrupt
[4] society
[4] haahrmarianne
[4] cathrinebarth

Top Words in Tweet in G9:
[6] #megatrends
[5] more
[4] euromonitor
[4] key
[3] five
[3] era
[3] experience
[2] join
[2] next
[2] month

Top Words in Tweet in G10:
[4] future
[3] asia
[3] digital
[3] #megatrends
[2] informing
[2] manufacturing
[2] onsite
[2] barcelona
[2] center
[2] excellence

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1331] gt,gt
[243] mikequindazzi,gt
[196] #cybersecurity,#knowledge
[196] #knowledge,#megatrends
[189] #influencerpromotion,#topcasestudy
[186] #topcasestudy,#cybersecurity
[174] #megatrends,#influencers
[173] #yourmustread,#influencerpromotion
[167] #influencers,#influencermarketing
[164] #influencermarketing,#trust

Top Word Pairs in Tweet in G1:
[132] gt,gt
[87] #techtrends,#megatrends
[60] #tech,#technology
[59] #technology,#megatrends
[43] #iot,#5g
[43] #smm,#ff
[38] #spacex,plans
[38] plans,bring
[38] bring,high
[38] high,speed

Top Word Pairs in Tweet in G2:
[1055] gt,gt
[194] mikequindazzi,gt
[92] #megatrends,gt
[71] #iot,#cloudcomputing
[64] wef,mikequindazzi
[64] gt,#ai
[64] gt,#iot
[63] #4ir,#megatrends
[61] 1000x,faster
[61] faster,1

Top Word Pairs in Tweet in G3:
[185] #cybersecurity,#knowledge
[185] #knowledge,#megatrends
[179] #influencerpromotion,#topcasestudy
[177] #topcasestudy,#cybersecurity
[165] #yourmustread,#influencerpromotion
[163] #megatrends,#influencers
[159] #influencermarketing,#trust
[156] #influencers,#influencermarketing
[146] #custserv,#ai
[137] #fintech,#custserv

Top Word Pairs in Tweet in G4:
[4] gt,gt
[3] https,t
[3] t,co
[3] deutsche,tech
[3] tech,branche
[3] branche,steht
[3] steht,vor
[3] vor,einem
[3] einem,boom
[2] find,out

Top Word Pairs in Tweet in G5:
[8] driven,#megatrends
[8] #megatrends,such
[8] such,#automation
[8] #automation,ageing
[8] ageing,offshoring
[8] offshoring,share
[8] share,middle
[8] middle,skill
[8] skill,jobs
[8] jobs,declining

Top Word Pairs in Tweet in G6:
[6] #architectingthefuture,#ibmtechu
[6] #ibmtechu,#megatrends
[6] #megatrends,#ai
[6] #ai,race
[6] race,#china
[6] #china,leveraging
[6] leveraging,#education
[6] #education,answer
[6] answer,ty
[6] ty,mikequindazzi

Top Word Pairs in Tweet in G8:
[4] climate,change
[4] change,urbanisation
[4] urbanisation,blackrock's
[4] blackrock's,five
[4] five,#megatrends
[4] #megatrends,disrupt
[4] disrupt,society
[4] society,haahrmarianne
[4] haahrmarianne,cathrinebarth
[4] cathrinebarth,feinerandreas

Top Word Pairs in Tweet in G9:
[3] experience,more
[2] join,euromonitor
[2] euromonitor,next
[2] next,month
[2] month,live
[2] live,webinar
[2] webinar,tuesday
[2] tuesday,sept
[2] sept,24
[2] 24,exploring

Top Word Pairs in Tweet in G10:
[2] #megatrends,informing
[2] informing,digital
[2] digital,manufacturing
[2] manufacturing,future
[2] future,onsite
[2] onsite,barcelona
[2] barcelona,center
[2] center,excellence
[2] excellence,hp's
[2] hp's,ramon

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@mikequindazzi
@influencerprom1
@tom__coleman
@chikara_inoue
@fujio0606
@tripletsfan19
@jilliemary
@ruby2211250220
@ame_2i

Top Mentioned in G1:
@stephanenappo
@thomas_harrer
@evankirstel
@louisserge
@mvollmer1
@divergentcio
@heinzvhoenen
@paula_piccard
@seeker
@sminaev2015

Top Mentioned in G2:
@mikequindazzi
@wef
@visualcap
@gsma
@antgrasso
@ravikikan
@fisher85m
@sigchi
@guzmand
@jblefevre60

Top Mentioned in G3:
@influencerprom1
@tom__coleman
@chikara_inoue
@fujio0606
@tripletsfan19
@jilliemary
@ruby2211250220
@glaveanton
@vairton5550
@kugey

Top Mentioned in G4:
@enerson_de

Top Mentioned in G5:
@oecd
@unwto

Top Mentioned in G6:
@mikequindazzi
@ganeshatkale
@enricomolinari
@sam___hurley
@amartin171
@topcybernews
@intengineering

Top Mentioned in G7:
@nodexl
@thomas_harrer
@ibmsystems
@topcybernews
@chidambara09
@evankirstel
@ibm
@ibmitalia
@ibmz
@yuhelenyu

Top Mentioned in G8:
@haahrmarianne
@cathrinebarth
@feinerandreas
@dinamedland

Top Mentioned in G9:
@euromonitor
@carolinebremner

Top Mentioned in G10:
@hp
@am_stephanieh

Top Tweeters
Top Tweeters in Entire Graph:
@marshawright
@easy_branches
@sectest9
@deejayiwan
@gamergeeknews
@evankirstel
@jilliemary
@chidambara09
@ginestarros
@rockybalboahp

Top Tweeters in G1:
@deejayiwan
@evankirstel
@swissbusiness
@infopronetwork
@mashable
@yvesmulkers
@kuriharan
@rldi_lamy
@ideagov
@spirosmargaris

Top Tweeters in G2:
@blackphysicists
@gezgintrk
@grattonboy
@dreammex
@josjosmar59
@gregbjenkins
@drferdowsi
@nathealings
@sachatb
@wef

Top Tweeters in G3:
@marshawright
@easy_branches
@sectest9
@jilliemary
@chidambara09
@ginestarros
@datsyuklover
@glaveanton
@fintechna
@drjimmystar

Top Tweeters in G4:
@hleichsenring
@der_bank_blog
@ruddyluce
@gpodagrosi
@realclcarter
@vcwebdev
@rohitbhargava
@domtareveryday
@gaminsights
@gsvlabs

Top Tweeters in G5:
@oecd
@unwto
@achinomwe
@vrnotalonetoday
@theskillspundit
@selestineml
@gan4skills
@ilo_globalksp
@urban_plan_b
@go4info

Top Tweeters in G6:
@sam___hurley
@markj_ohnson
@enricomolinari
@craigscott2015
@amartin171
@knowledgetr
@preprme
@ganeshatkale
@kernansystems

Top Tweeters in G7:
@dubengeldu
@ibmsystems
@ibmz
@yuhelenyu
@ibmitalia
@ibm
@marc_smith

Top Tweeters in G8:
@dinamedland
@hoffmannanja
@cathrinebarth
@cathrinejahnsen
@haahrmarianne
@feinerandreas

Top Tweeters in G9:
@euromonitor
@mevans14
@noahowino
@kayzaga
@carolinebremner

Top Tweeters in G10:
@race2diversity
@hp
@am_stephanieh
@christophschel
@tianchongng