#ArchitectingTheFuture, Twitter, 11/29/2019 4:46:11 PM, 217627


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#ArchitectingTheFuture_2019-11-29_08-33-40.xlsx
#ArchitectingTheFuture_2019-11-29_08-33-40.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
November 29, 2019
Short Description:
#ArchitectingTheFuture via NodeXL http://bit.ly/2Dxl9vu
@thomas_harrer
@evankirstel
@topcybernews
@mvollmer1
@technative
@spirosmargaris
@stephanenappo
@tictoc
@mikequindazzi
@domhalps

Top hashtags:
#architectingthefuture
#ai
#ibm
#cybersecurity
#security
#megatrends

Description:
Description
The graph represents a network of 431 Twitter users whose recent tweets contained "#ArchitectingTheFuture", 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 Friday, 29 November 2019 at 16:37 UTC.

The tweets in the network were tweeted over the 9-day, 5-hour, 34-minute period from Wednesday, 20 November 2019 at 10:55 UTC to Friday, 29 November 2019 at 16:30 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 : 431
Unique Edges : 1992
Edges With Duplicates : 2062
Total Edges : 4054
Self-Loops : 105
Reciprocated Vertex Pair Ratio : 0.0145337101332257
Reciprocated Edge Ratio : 0.0286510147234381
Connected Components : 31
Single-Vertex Connected Components : 12
Maximum Vertices in a Connected Component : 377
Maximum Edges in a Connected Component : 3997
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.104255
Graph Density : 0.0135595963956186
Modularity : 0.269995
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 431 Twitter users whose recent tweets contained "#ArchitectingTheFuture", 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 Friday, 29 November 2019 at 16:37 UTC.

The tweets in the network were tweeted over the 9-day, 5-hour, 34-minute period from Wednesday, 20 November 2019 at 10:55 UTC to Friday, 29 November 2019 at 16:30 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 : #ArchitectingTheFuture
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:
[20] https://www.weforum.org/agenda/2019/11/multicopter-helicopter-airtaxi-5g-technology-pioneers/?utm_source=Facebook%20Videos&utm_medium=Facebook%20Videos&utm_campaign=Facebook%20Video%20Blogs
[20] https://www.technative.io/building-smart-cities-with-the-end-goal-in-mind/
[13] https://www.technative.io/democtratising-data-to-bridge-the-data-science-talent-gap/
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213434
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213840
[6] https://www.forbes.com/sites/juliabrenner/2019/11/22/the-new-marriott-in-manhattan-is-the-worlds-tallest-modular-hotel/
[5] https://www.technative.io/cybersecurity-has-an-image-problem-heres-how-to-fix-it/
[4] https://twitter.com/Thomas_Harrer
[4] http://news.mit.edu/2019/ibm-gives-lift-artificial-intelligence-computing-mit-0826?linkId=73087412&linkId=73549435&cm_mmc=OSocial_Twitter-_-Systems_Systems+-+Infrastructure-_-WW_WW-_-MIT+Satori-+Twitter&cm_mmca1=000019DR&cm_mmca2=10001909
[4] https://ccs.miami.edu/the-u-next-generation-supercomputer/?cm_mmc=OSocial_Twitter-_-Systems_Systems+-+Infrastructure-_-WW_WW-_-University+of+Miami-+Twitter&cm_mmca1=000019DR&cm_mmca2=10001909

Top URLs in Tweet in G1:
[18] https://www.technative.io/building-smart-cities-with-the-end-goal-in-mind/
[10] https://www.technative.io/democtratising-data-to-bridge-the-data-science-talent-gap/
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213434
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213840
[5] https://www.technative.io/cybersecurity-has-an-image-problem-heres-how-to-fix-it/
[4] https://ccs.miami.edu/the-u-next-generation-supercomputer/?cm_mmc=OSocial_Twitter-_-Systems_Systems+-+Infrastructure-_-WW_WW-_-University+of+Miami-+Twitter&cm_mmca1=000019DR&cm_mmca2=10001909
[4] http://news.mit.edu/2019/ibm-gives-lift-artificial-intelligence-computing-mit-0826?linkId=73087412&linkId=73549435&cm_mmc=OSocial_Twitter-_-Systems_Systems+-+Infrastructure-_-WW_WW-_-MIT+Satori-+Twitter&cm_mmca1=000019DR&cm_mmca2=10001909
[3] https://www.techwire.net/sponsored/idc-names-ibm-the-market-leader-in-ai.html?_lrsc=2094a4f9-f628-4e2e-94ad-b161f78acfca
[3] https://www.technative.io/bringing-the-augmented-worker-to-the-north-american-market-with-computer-vision/
[3] https://www.ibm.com/blogs/business-partners/in-the-era-of-cloud-and-ai-we-all-need-more-from-our-data-storage/?linkId=75429922&cm_mmc=OSocial_Twitter-_-Systems_Systems+-+Storage-_-WW_WW-_-Storage-CloudAiStorageBlog-11142019&cm_mmca1=000036TL&&linkId=77051798

Top URLs in Tweet in G2:
[1] https://www.linkedin.com/slink?code=dcY46_Y
[1] https://www.linkedin.com/slink?code=dEXPf3V

Top URLs in Tweet in G3:
[17] https://www.weforum.org/agenda/2019/11/multicopter-helicopter-airtaxi-5g-technology-pioneers/?utm_source=Facebook%20Videos&utm_medium=Facebook%20Videos&utm_campaign=Facebook%20Video%20Blogs
[6] https://www.forbes.com/sites/juliabrenner/2019/11/22/the-new-marriott-in-manhattan-is-the-worlds-tallest-modular-hotel/
[3] https://www.technative.io/democtratising-data-to-bridge-the-data-science-talent-gap/
[2] https://www.technative.io/building-smart-cities-with-the-end-goal-in-mind/
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213434

Top URLs in Tweet in G6:
[1] https://twitter.com/architecturehub/status/1198960782895206409
[1] https://www.autodesk.com/redshift/underwater-architecture/?utm_campaign=CA-SO-GEN&utm_content=106353243&utm_medium=social&utm_source=twitter&hss_channel=tw-1197089137775534080
[1] https://www.ouest-france.fr/leditiondusoir/data/70922/reader/reader.html?utm_campaign=CA-SO-GEN&utm_content=106101175&utm_medium=social&utm_source=twitter&hss_channel=tw-1197089137775534080#!preferred/1/package/70922/pub/100925/page/5
[1] https://www.prontoprofessionista.it/articoli/familiari-alzheimer-al-centro-il-tuo-sollievo-essere-in-rel-azione-psicologi-e-psichiatri-psicologi-dr-ssa-aurelia-gagliano-studio-parliamone-foggia-foggia-puglia.html
[1] https://www.collater.al/the-whale-dorte-mandrup-studio-architettura/#.Xd6Y_GEXtGE.twitter
[1] https://g.page/om-shanti-interiors-mumbai/review/?gm
[1] https://www.cadeosys.com/

Top URLs in Tweet in G7:
[1] https://twitter.com/crut/status/1199330293393612800

Top URLs in Tweet in G8:
[1] https://www.building.co.uk/news/architecture-school-to-launch-first-offsite-construction-course/5102909.article#.Xd0XvkT-nkY.twitter

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[777] architectingthefuture
[302] ai
[147] ibm
[125] cybersecurity
[118] security
[118] megatrends
[112] techtrends
[103] iot
[102] electriccar
[90] artificialintelligence



Top Hashtags in Tweet in G1:
[398] architectingthefuture
[167] ai
[116] ibm
[93] security
[92] megatrends
[91] techtrends
[90] cybersecurity
[72] artificialintelligence
[72] iot
[51] iiot

Top Hashtags in Tweet in G2:
[130] architectingthefuture
[74] electriccar
[20] ai
[19] ups
[19] cvs
[19] drones
[14] megatrends
[14] techtrends
[13] innovation
[12] space

Top Hashtags in Tweet in G3:
[159] architectingthefuture
[72] ai
[36] ff
[30] ibm
[28] iot
[24] tech
[24] construction
[23] cybersecurity
[23] drone
[22] futureofwork

Top Hashtags in Tweet in G4:
[32] architectingthefuture
[28] robot
[28] healthtech
[28] ai
[28] drone
[2] boston
[2] usa
[2] algorithm
[1] 3dprinter
[1] 3dprinting

Top Hashtags in Tweet in G5:
[13] architectingthefuture
[12] tech
[12] data
[12] japan
[12] ai
[12] ff
[1] electriccar

Top Hashtags in Tweet in G6:
[18] architectingthefuture
[9] architect
[9] architectural
[9] design
[8] architecture
[7] building
[7] designer
[7] drawing
[6] cotswoldarchitect
[6] cotswolds

Top Hashtags in Tweet in G7:
[3] architectingthefuture
[1] buildingbetter
[1] indigenous
[1] architecture
[1] fnpoli
[1] topoli
[1] thetorontoparty
[1] onpoli
[1] cdnpoli
[1] firstwater

Top Hashtags in Tweet in G8:
[1] architectingthefuture
[1] construction
[1] constructionnews
[1] tuesdaymotivation
[1] architecture
[1] designthinking
[1] design

Top Hashtags in Tweet in G9:
[3] abujahomes
[3] abuja
[3] realestateinvesting
[3] abujahomesforsale
[3] realestateagents
[3] realestate
[3] realtorlife
[3] realtor
[3] realtors
[2] luxurylifestyle

Top Hashtags in Tweet in G10:
[1] architectingthefuture
[1] architecture
[1] practiceofarchitecture
[1] whatanarchitectdoes

Top Words
Top Words in Tweet in Entire Graph:
[726] Words in Sentiment List#1: Positive
[162] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[21430] Non-categorized Words
[22318] Total Words
[865] #architectingthefuture
[416] #ai
[308] ty
[210] #ff
[204] #cybersecurity

Top Words in Tweet in G1:
[449] #architectingthefuture
[238] #ai
[160] #cybersecurity
[157] #security
[150] #ibm
[135] #megatrends
[125] technative
[124] ty
[118] #iot
[117] #techtrends

Top Words in Tweet in G2:
[133] #architectingthefuture
[111] mvollmer1
[104] ty
[94] #emergingtech
[78] t
[74] #electriccar
[74] reach
[74] 60
[74] mph
[74] 1

Top Words in Tweet in G3:
[185] #architectingthefuture
[109] #ai
[77] ty
[71] #ff
[57] spirosmargaris
[52] wef
[51] topcybernews
[49] haroldsinnott
[46] #iot
[42] #ibm

Top Words in Tweet in G4:
[32] #architectingthefuture
[30] topcybernews
[29] #ai
[28] #robot
[28] #healthtech
[28] autonomous
[28] ambulance
[28] #drone
[28] save
[28] people

Top Words in Tweet in G5:
[13] #architectingthefuture
[13] mvollmer1
[12] robots
[12] help
[12] aging
[12] people
[12] wef
[12] #tech
[12] #data
[12] #japan

Top Words in Tweet in G6:
[18] #architectingthefuture
[9] #architect
[9] #architectural
[9] #design
[8] #architecture
[7] #building
[7] #designer
[7] #drawing
[6] #cotswoldarchitect
[6] #cotswolds

Top Words in Tweet in G7:
[3] #architectingthefuture
[2] seeing
[2] pursuing
[2] dreams
[2] mean
[2] whole
[2] world
[2] ily

Top Words in Tweet in G8:
[3] building
[3] better
[3] tomorrow
[3] architecture
[3] school
[3] launch
[3] first
[3] offsite
[3] construction
[3] course

Top Words in Tweet in G9:
[6] #luxurylifestyle
[6] #architecture
[3] #abujahomes
[3] #abuja
[3] #realestateinvesting
[3] #abujahomesforsale
[3] #realestateagents
[3] #realestate
[3] #realtorlife
[3] #realtor

Top Words in Tweet in G10:
[4] architecture
[2] high
[2] school
[2] seniors
[2] interested
[2] students
[2] applications
[2] now
[2] open
[2] 5

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[136] #security,#cybersecurity
[127] ty,mvollmer1
[102] #architectingthefuture,#electriccar
[102] #electriccar,reach
[102] reach,60
[102] 60,mph
[102] mph,1
[102] 1,69
[102] 69,seconds
[102] seconds,making

Top Word Pairs in Tweet in G1:
[105] #security,#cybersecurity
[71] technative,domhalps
[66] #architectingthefuture,#ibm
[53] t,h
[50] #techtrends,#megatrends
[47] #cto,#ibmsystems
[47] #megatrends,#techtrends
[46] distinguished,engineer
[42] #architectingthefuture,#megatrends
[37] engineer,#cto

Top Word Pairs in Tweet in G2:
[93] ty,mvollmer1
[74] #architectingthefuture,#electriccar
[74] #electriccar,reach
[74] reach,60
[74] 60,mph
[74] mph,1
[74] 1,69
[74] 69,seconds
[74] seconds,making
[74] making,fastest

Top Word Pairs in Tweet in G3:
[27] #architectingthefuture,#ibm
[22] spirosmargaris,haroldsinnott
[20] ty,ronald_vanloon
[19] #cto,#ibmsystems
[19] #security,#cybersecurity
[19] #ai,#ff
[18] sallyeaves,spirosmargaris
[18] step,inside
[18] inside,china's
[18] china's,12bn

Top Word Pairs in Tweet in G4:
[28] #robot,#healthtech
[28] #healthtech,#ai
[28] #ai,#architectingthefuture
[28] #architectingthefuture,autonomous
[28] autonomous,ambulance
[28] ambulance,#drone
[28] #drone,save
[28] save,people
[28] people,terrain
[28] terrain,seeker

Top Word Pairs in Tweet in G5:
[12] #architectingthefuture,robots
[12] robots,help
[12] help,aging
[12] aging,people
[12] people,wef
[12] wef,#tech
[12] #tech,#data
[12] #data,#japan
[12] #japan,#ai
[12] #ai,#ff

Top Word Pairs in Tweet in G6:
[6] #architecture,#architect
[6] #designer,#design
[5] #architect,#cotswoldarchitect
[5] #cotswoldarchitect,#cotswolds
[5] #cotswolds,#drawing
[5] #drawing,#ideas
[5] #ideas,#designer
[5] #design,#building
[5] #building,#architectural
[5] #architectural,#interiordesign

Top Word Pairs in Tweet in G7:
[2] seeing,pursuing
[2] pursuing,dreams
[2] dreams,mean
[2] mean,whole
[2] whole,world
[2] world,ily
[2] ily,#architectingthefuture

Top Word Pairs in Tweet in G8:
[3] building,better
[3] better,tomorrow
[3] tomorrow,architecture
[3] architecture,school
[3] school,launch
[3] launch,first
[3] first,offsite
[3] offsite,construction
[3] construction,course
[3] course,oxford_brookes

Top Word Pairs in Tweet in G9:
[3] #abujahomes,#abuja
[3] #abuja,#realestateinvesting
[3] #realestateinvesting,#abujahomesforsale
[3] #abujahomesforsale,#realestateagents
[3] #realestateagents,#realestate
[3] #realestate,#realtorlife
[3] #realtorlife,#realtor
[3] #realtor,#realtors
[3] #realtors,#luxurylifestyle
[3] #luxurylifestyle,#luxurylifestyle

Top Word Pairs in Tweet in G10:
[2] high,school
[2] school,seniors
[2] seniors,interested
[2] interested,architecture
[2] architecture,architecture
[2] architecture,students
[2] students,applications
[2] applications,now
[2] now,open
[2] open,5

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@mvollmer1
@topcybernews
@stephanenappo
@domhalps
@technative
@spirosmargaris
@mikequindazzi
@haroldsinnott
@wef
@sallyeaves

Top Mentioned in G1:
@technative
@domhalps
@mikequindazzi
@stephanenappo
@thomas_harrer
@topcybernews
@ibm
@wef
@mvollmer1
@haroldsinnott

Top Mentioned in G2:
@mvollmer1
@tictoc
@glengilmore
@haroldsinnott
@topcybernews
@heinzvhoenen
@nowthisnews
@healthcareldr
@sminaev2015
@stephanenappo

Top Mentioned in G3:
@spirosmargaris
@wef
@topcybernews
@haroldsinnott
@ronald_vanloon
@paula_piccard
@mikequindazzi
@kalydeoo
@frronconi
@chboursin

Top Mentioned in G4:
@topcybernews
@seeker
@andi_staub
@stephanenappo
@steffenbe
@ivokoerner
@rasushrestha
@sminaev2015
@sallyeaves
@spirosmargaris

Top Mentioned in G5:
@mvollmer1
@wef
@paula_piccard
@wswmuc
@sallyeaves
@rajat_shrimal
@fklivestolearn
@haroldsinnott
@jgrobicki
@kashthefuturist

Top Mentioned in G7:
@statusquocanada
@cityoftoronto

Top Mentioned in G8:
@oxford_brookes

Top Mentioned in G10:
@architectsfdn

Top Tweeters
Top Tweeters in Entire Graph:
@arkangelscrap
@sectest9
@loupo85
@deejayiwan
@evankirstel
@chidambara09
@marino29b
@business
@iam__network
@richsimmondsza

Top Tweeters in G1:
@arkangelscrap
@sectest9
@loupo85
@business
@troubleddays
@cybersec_feeds
@mashable
@akwyz
@mjoehlerich
@cnet

Top Tweeters in G2:
@calcaware
@humbertozamorar
@gezgintrk
@doubleeagle49
@openmarketingtv
@ladylisadcantu1
@btptechsearch
@digitaltrends
@tictoc
@jmarinpu

Top Tweeters in G3:
@deejayiwan
@evankirstel
@chidambara09
@richsimmondsza
@trippbraden
@sharerussharing
@colorstreamedia
@padididit
@thehipposhoe
@kuriharan

Top Tweeters in G4:
@marino29b
@lelkan
@smoothsale
@junjudapi
@rasushrestha
@seeker
@ingeniouschi
@zeynepaakarslan
@giovanni_diraco
@wearablesexpert

Top Tweeters in G5:
@quebreda
@sallyeaves
@timpatalpostma
@wswmuc
@research_innova
@jgrobicki
@enricomolinari
@gonkcil
@kashthefuturist
@projectnowtwitt

Top Tweeters in G6:
@swatantrakumar
@dvdstl
@csar79601342
@cadeosys
@diplanbits
@iglufurniture
@mwanaidig
@ash_architect
@manishkulaaria
@hashirkpitafi

Top Tweeters in G7:
@rhiannonmaria
@cityoftoronto
@statusquocanada
@itsmarksaints

Top Tweeters in G8:
@oxford_brookes
@nicnell_b
@s_r_hickman
@_harveyhomes

Top Tweeters in G9:
@aishasharon_ng
@abdulqudus
@kudosrealtors

Top Tweeters in G10:
@evelynmlee
@archmangamr
@architectsfdn