#ArchitectingTheFuture, Twitter, 10/25/2019 7:16:58 PM, 214292


FAQ | Problem?

#ArchitectingTheFuture_2019-10-25_12-06-58.xlsx
#ArchitectingTheFuture_2019-10-25_12-06-58.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
October 25, 2019
Short Description:
#ArchitectingTheFuture via NodeXL http://bit.ly/367EEYI
@thomas_harrer
@topcybernews
@evankirstel
@stephanenappo
@the_iron_monger
@wef
@haroldsinnott
@ibm
@pivotcloud
@santchiweb

Top hashtags:
#architectingthefuture
#ibmtechu
#ibm
#ibmsystems
#prague
#cto
#techu

Description:
Description
The graph represents a network of 572 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, 25 October 2019 at 19:07 UTC.

The tweets in the network were tweeted over the 9-day, 2-hour, 2-minute period from Wednesday, 16 October 2019 at 17:02 UTC to Friday, 25 October 2019 at 19:05 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 : 572
Unique Edges : 2012
Edges With Duplicates : 4162
Total Edges : 6174
Self-Loops : 167
Reciprocated Vertex Pair Ratio : 0.0209889718961224
Reciprocated Edge Ratio : 0.0411149825783972
Connected Components : 47
Single-Vertex Connected Components : 34
Maximum Vertices in a Connected Component : 479
Maximum Edges in a Connected Component : 6058
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.205476
Graph Density : 0.00878718479419005
Modularity : 0.226964
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 572 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, 25 October 2019 at 19:07 UTC.

The tweets in the network were tweeted over the 9-day, 2-hour, 2-minute period from Wednesday, 16 October 2019 at 17:02 UTC to Friday, 25 October 2019 at 19:05 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:
[41] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213840
[36] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213434
[24] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213183
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=214127
[14] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213835
[13] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213561
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213565
[10] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=214126
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=210010
[9] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213433

Top URLs in Tweet in G1:
[19] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213183
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=210010
[7] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213561
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213560
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213433
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213565
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213840
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213835
[3] https://www.ibm.com/thought-leadership/institute-business-value/report/auto-2030
[3] https://www.ibm.com/thought-leadership/institute-business-value/report/blockchain-principles

Top URLs in Tweet in G2:
[31] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213434
[29] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213840
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=214201
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213835
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=214126
[4] https://t.co/gfsfyjvW2c
[4] https://t.co/dHVGSV28gk
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213565
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213433
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213561

Top URLs in Tweet in G3:
[8] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213840
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213183
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213946
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213561
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213565
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=214127
[4] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=214126
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213433
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213434
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213608

Top URLs in Tweet in G4:
[6] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=214127
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213608

Top URLs in Tweet in G5:
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=213835
[1] https://architizer.com/blog/practice/details/architecture-plus-kabbalah/
[1] https://mindbodyabode.com/the-rare-question-clients-architects-forget-to-discuss/
[1] https://www.nytimes.com/2019/10/18/realestate/the-return-of-golden-age-design.html
[1] https://twitter.com/moodvintage/status/1184971118471471104
[1] https://twitter.com/EleonoraBelard4/status/1185831180106682368
[1] https://twitter.com/TheologyTrinity/status/1186054787009089537
[1] https://docs.google.com/forms/d/e/1FAIpQLScdfc6bLu-B77DMUffKwBkQxSCdk9Kfao6JdzlZSIxKwVmvjw/viewform?usp=sf_link
[1] https://www.planndesign.com/articles/2733-top-10-skill-set-every-architect-must-have
[1] https://twitter.com/Thomas_Harrer

Top URLs in Tweet in G6:
[1] https://twitter.com/design_rosso/status/1187371635797573632
[1] https://twitter.com/design_rosso/status/1185489769071071232

Top URLs in Tweet in G8:
[1] https://twitter.com/SEGD/status/1186669632113037312

Top Domains
Top Domains in Tweet in Entire Graph:
[222] nodexlgraphgallery.org
[47] twitter.com
[9] t.co
[7] ibm.com
[4] youtu.be
[2] vegacadd.com
[2] weforum.org
[2] yahoo.com
[1] facebook.com
[1] co.uk

Top Domains in Tweet in G1:
[66] nodexlgraphgallery.org
[7] ibm.com
[3] twitter.com
[2] youtu.be
[2] yahoo.com
[2] weforum.org

Top Domains in Tweet in G2:
[92] nodexlgraphgallery.org
[35] twitter.com
[9] t.co
[1] youtu.be

Top Domains in Tweet in G3:
[54] nodexlgraphgallery.org
[1] youtu.be

Top Domains in Tweet in G4:
[8] nodexlgraphgallery.org

Top Domains in Tweet in G5:
[5] twitter.com
[2] nodexlgraphgallery.org
[2] vegacadd.com
[1] architizer.com
[1] mindbodyabode.com
[1] nytimes.com
[1] google.com
[1] planndesign.com
[1] facebook.com

Top Domains in Tweet in G6:
[2] twitter.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[997] architectingthefuture
[727] ibmtechu
[527] ibm
[387] ibmsystems
[363] prague
[311] cto
[300] techu
[268] europe
[155] techuprague
[128] ai



Top Hashtags in Tweet in G1:
[372] architectingthefuture
[336] ibmtechu
[266] ibm
[205] ibmsystems
[191] prague
[171] techu
[159] europe
[151] cto
[76] video
[47] ai

Top Hashtags in Tweet in G2:
[237] architectingthefuture
[113] ibmtechu
[67] prague
[51] megatrends
[51] powervc
[48] ai
[47] ibmchampion
[46] techu
[46] nerdherd
[46] fintech

Top Hashtags in Tweet in G3:
[281] architectingthefuture
[229] ibmtechu
[193] ibm
[133] cto
[119] ibmsystems
[92] prague
[87] europe
[78] techu
[69] techuprague
[39] megatrends

Top Hashtags in Tweet in G4:
[42] ibmtechu
[38] architectingthefuture
[28] ibmsystems
[27] ibm
[13] prague
[5] techu
[3] cto
[2] techuprague
[2] ciso
[1] cloud

Top Hashtags in Tweet in G5:
[45] architectingthefuture
[25] architecture
[12] design
[12] architect
[11] interiordesign
[10] architectural
[10] building
[9] drawing
[9] designer
[8] cotswoldarchitect

Top Hashtags in Tweet in G6:
[5] architectingthefuture
[5] automation
[5] cad
[4] drones
[4] interactive
[4] mapping
[4] pointcloud
[3] surveys
[3] 3dmodel
[3] innovation

Top Hashtags in Tweet in G7:
[12] proposed
[12] hustleandflow
[1] revitarchitecture
[1] sketchup
[1] v
[1] ps
[1] iyy
[1] contemporary
[1] architecture
[1] architectingthefuture

Top Hashtags in Tweet in G8:
[1] design
[1] immersive
[1] immersivedesign
[1] technology
[1] techjunkienews
[1] ptw
[1] graphicdesign
[1] graphicdesigner
[1] environmental
[1] architectingthefuture

Top Hashtags in Tweet in G9:
[2] architectingthefuture
[1] happydhanteras
[1] dhanteras
[1] dhanteras2019
[1] happydiwali
[1] interiordesign
[1] homedecoration
[1] homedecorideas
[1] interior

Top Hashtags in Tweet in G10:
[6] moderndesign
[6] modern
[5] architecture
[5] architectingthefuture
[4] design
[4] designer
[4] architects
[2] modernhome
[2] furniture
[1] architecturelovers

Top Words
Top Words in Tweet in Entire Graph:
[1652] Words in Sentiment List#1: Positive
[81] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[33563] Non-categorized Words
[35296] Total Words
[1341] #architectingthefuture
[1124] #ibmtechu
[1052] #ibm
[891] thomas_harrer
[738] #ibmsystems

Top Words in Tweet in G1:
[461] #ibm
[459] #architectingthefuture
[455] #ibmtechu
[392] thomas_harrer
[355] #ibmsystems
[291] #cto
[286] distinguished
[285] engineer
[279] #europe
[258] #techu

Top Words in Tweet in G2:
[362] #architectingthefuture
[235] #ibmtechu
[161] #ibm
[154] #prague
[140] thomas_harrer
[128] #cto
[124] #ibmsystems
[114] wef
[111] evankirstel
[109] nodexl

Top Words in Tweet in G3:
[384] #ibm
[378] #architectingthefuture
[374] #ibmtechu
[313] thomas_harrer
[242] topcybernews
[239] #cto
[213] #ibmsystems
[196] #techu
[188] distinguished
[187] engineer

Top Words in Tweet in G4:
[52] #ibmtechu
[48] #architectingthefuture
[44] thomas_harrer
[43] #ibm
[43] #ibmsystems
[40] haroldsinnott
[34] ty
[30] electric
[29] stephanenappo
[28] #ai

Top Words in Tweet in G5:
[47] #architectingthefuture
[27] #architecture
[12] #design
[12] #architect
[11] #interiordesign
[10] #architectural
[10] #building
[9] #architects
[9] #drawing
[9] #designer

Top Words in Tweet in G6:
[7] #architectingthefuture
[6] #drones
[5] #interactive
[5] #mapping
[5] #automation
[5] #pointcloud
[5] #cad
[5] through
[5] #softwaredevelopment
[3] #surveys

Top Words in Tweet in G7:
[12] swift
[12] design
[12] #proposed
[12] 4
[12] bedroom
[12] residential
[12] development
[12] 33
[12] x
[12] 50

Top Words in Tweet in G9:
[2] #architectingthefuture
[2] one17design
[2] interiors_decor

Top Words in Tweet in G10:
[6] #moderndesign
[6] #modern
[6] #architecture
[6] #architectingthefuture
[4] new
[4] classic
[4] design
[4] #design
[4] #designer
[4] #architects

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[585] #architectingthefuture,#ibmtechu
[557] #ibm,#ibmsystems
[529] distinguished,engineer
[442] engineer,#cto
[428] #ibmsystems,#europe
[385] thomas_harrer,distinguished
[377] #cto,#ibm
[324] #ibmtechu,thomas_harrer
[231] attend,#architectingthefuture
[222] #techu,#ibmtechu

Top Word Pairs in Tweet in G1:
[285] distinguished,engineer
[267] #ibm,#ibmsystems
[247] #architectingthefuture,#ibmtechu
[238] #ibmsystems,#europe
[217] engineer,#cto
[191] thomas_harrer,distinguished
[180] #cto,#ibm
[160] #ibmtechu,thomas_harrer
[146] attend,#architectingthefuture
[143] 21,25

Top Word Pairs in Tweet in G2:
[108] #architectingthefuture,#ibmtechu
[103] #ibm,#ibmsystems
[92] top,hashtags
[84] nodexl,thomas_harrer
[70] #ibmtechu,#ibm
[62] #ibmtechu,#techuprague
[60] #prague,#architectingthefuture
[60] #architectingthefuture,nodexl
[60] hashtags,#architectingthefuture
[59] #techuprague,#prague

Top Word Pairs in Tweet in G3:
[194] #architectingthefuture,#ibmtechu
[187] distinguished,engineer
[171] engineer,#cto
[152] #ibm,#ibmsystems
[152] #cto,#ibm
[149] thomas_harrer,distinguished
[136] #ibmtechu,thomas_harrer
[124] #ibmsystems,#europe
[115] #techu,#ibmtechu
[112] #ibm,#techu

Top Word Pairs in Tweet in G4:
[33] #architectingthefuture,#ibmtechu
[32] #ibm,#ibmsystems
[26] #ibmtechu,#ibm
[26] #ibmsystems,thomas_harrer
[26] thomas_harrer,concept
[26] concept,car
[26] car,multi
[26] multi,use
[26] use,electric
[26] electric,powered

Top Word Pairs in Tweet in G5:
[9] #architecture,#architect
[8] #architect,#cotswoldarchitect
[8] #cotswoldarchitect,#cotswolds
[8] #cotswolds,#drawing
[8] #drawing,#ideas
[8] #ideas,#designer
[8] #designer,#design
[8] #design,#building
[8] #building,#architectural
[8] #architectural,#interiordesign

Top Word Pairs in Tweet in G6:
[5] #interactive,#mapping
[3] #architectingthefuture,#drones
[3] #drones,#surveys
[3] #surveys,#interactive
[3] #mapping,#automation
[3] #automation,#pointcloud
[3] #pointcloud,#cad
[3] #cad,#3dmodel
[3] #3dmodel,#innovation
[3] #innovation,through

Top Word Pairs in Tweet in G7:
[12] swift,design
[12] design,#proposed
[12] #proposed,4
[12] 4,bedroom
[12] bedroom,residential
[12] residential,development
[12] development,33
[12] 33,x
[12] x,50
[12] 50,ft

Top Word Pairs in Tweet in G10:
[4] new,classic
[4] classic,design
[4] design,#design
[4] #design,#designer
[4] #designer,#moderndesign
[4] #moderndesign,#modern
[4] #modern,#architecture
[4] #architecture,#architects
[4] #architects,#architectingthefuture
[4] #architectingthefuture,#architecturelovers

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@thomas_harrer
@topcybernews
@wef
@ibm
@haroldsinnott
@evankirstel
@stephanenappo
@nodexl
@mikequindazzi
@ibmsystems

Top Mentioned in G1:
@thomas_harrer
@wef
@ibm
@topcybernews
@haroldsinnott
@blueexperts
@ibmsystems
@nodexl
@stephanenappo
@marcusborba

Top Mentioned in G2:
@thomas_harrer
@wef
@evankirstel
@technative
@topcybernews
@stephanenappo
@nodexl
@mikequindazzi
@haroldsinnott
@ibm

Top Mentioned in G3:
@thomas_harrer
@topcybernews
@wef
@ibm
@stephanenappo
@haroldsinnott
@evankirstel
@frronconi
@welcomeai
@heinzvhoenen

Top Mentioned in G4:
@thomas_harrer
@haroldsinnott
@stephanenappo
@evankirstel
@cnet
@mvollmer1
@domhalps
@terence_mills
@frronconi
@edmuke

Top Mentioned in G5:
@jrfestudio3d

Top Mentioned in G6:
@djiglobal
@leica_uk
@matterport
@innovateuk
@ktn_creative
@ukri_news
@dragonflightuk
@thomas_harrer
@ibm
@gartner_inc

Top Mentioned in G8:
@bluecadet
@aigaphilly
@kierantmberlk
@exploreexit
@cloudgehshan
@merjegroup
@linode

Top Mentioned in G9:
@one17design
@interiors_decor
@inthomescapes
@interlors
@darootsinterior
@interiormumbai
@interiordesign

Top Mentioned in G10:
@architulsa
@archinect

Top Tweeters
Top Tweeters in Entire Graph:
@arkangelscrap
@gamergeeknews
@deejayiwan
@evankirstel
@chidambara09
@btzmedina
@fintechna
@geoff_deweaver
@santchiweb
@alphasystech

Top Tweeters in G1:
@humbertozamorar
@nomoreslaves
@adnanserpen
@ssxman2
@kuriharan
@2601manish
@martingaedt
@ganjasmokercb
@spirosmargaris
@markmichdomnic

Top Tweeters in G2:
@deejayiwan
@evankirstel
@chidambara09
@fintechna
@calcaware
@cybersec_feeds
@mjoehlerich
@openmarketingtv
@adamsconsulting
@ene3112

Top Tweeters in G3:
@arkangelscrap
@gamergeeknews
@btzmedina
@geoff_deweaver
@cnbc
@yahoofinance
@opprime_tv
@acertijo
@ipfconline1
@biancaahonen

Top Tweeters in G4:
@rf_jenkins
@cnet
@michaelpurvis64
@ernieschell
@bridges2italy
@serpil_ozguven
@hawaiiankiko12
@lajusticierra
@darioandriani
@jessesprawl

Top Tweeters in G5:
@iam__network
@gcarloantonini
@c_grimont
@virgin_palmoil
@progressltg
@binxl
@csar79601342
@julian2tweet
@makewithwp
@jrzaranoid

Top Tweeters in G6:
@santchiweb
@innovateuk
@pivotcloud
@ktn_creative
@djiglobal
@matterport
@leica_uk
@ukri_news
@dragonflightuk
@design_rosso

Top Tweeters in G7:
@itz_shady
@officialhudan
@abdool_ia
@its_pharouque
@sadeek_abk
@mk_abubs
@ibn__kabum
@eibraheemyusuf
@arc_2lale
@sanimustapha871

Top Tweeters in G8:
@linode
@aigaphilly
@bluecadet
@merjegroup
@kierantmberlk
@exploreexit
@2hilaryjay
@cloudgehshan

Top Tweeters in G9:
@interiordesign
@interiors_decor
@inthomescapes
@one17design
@the_interior1
@interlors
@darootsinterior
@interiormumbai

Top Tweeters in G10:
@archinect
@moderndesignbot
@moh_jaks
@m7md_abobaker
@xsyed93
@architulsa
@aarondipboye