infrastructure geocode:49.282729,-123.120738,1000km, Twitter, 7/11/2017 8:36:17 PM, 115833


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infrastructure geocode:49.282729,-123.120738,1000km Twitter NodeXL SNA Map and Report for Tuesday, 1
infrastructure geocode:49.282729,-123.120738,1000km Twitter NodeXL SNA Map and Report for Tuesday, 1
From:
scotpublichealth
Uploaded on:
July 11, 2017
Short Description:
infrastructure geocode:49.282729,-123.120738,1000km via NodeXL http://bit.ly/2vaanp8
@brenttoderian
@mrc_slc
@pearleco123
@microsoft

Description:
Description
The graph represents a network of 1,958 Twitter users whose recent tweets contained "infrastructure geocode:49.282729,-123.120738,1000km", 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, 11 July 2017 at 20:27 UTC.

The tweets in the network were tweeted over the 4-day, 15-hour, 4-minute period from Friday, 07 July 2017 at 05:16 UTC to Tuesday, 11 July 2017 at 20:21 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 : 1959
Unique Edges : 2305
Edges With Duplicates : 254
Total Edges : 2559
Self-Loops : 339
Reciprocated Vertex Pair Ratio : 0.01142313184198
Reciprocated Edge Ratio : 0.0225882352941176
Connected Components : 433
Single-Vertex Connected Components : 191
Maximum Vertices in a Connected Component : 530
Maximum Edges in a Connected Component : 966
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 2.744898
Graph Density : 0.000554002610199592
Modularity : 0.752596
NodeXL Version : 1.0.1.384

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[73] http://globalnews.ca/news/3584056/bc-wildfire-status/
[21] http://po.st/scms/OrMCe04Lcp0lOFmbgiY8tvQTxDSAR758cThLe8BmD5c2OAp7/uDb5zY
[13] https://briandcolwell.com/2017/06/dr-copper-meet-the-fourth-industrial-revolution/.html
[12] http://www.governing.com/topics/transportation-infrastructure/gov-marijuana-driving-accidents-insurance-study.html
[11] http://www.cbc.ca/news/canada/calgary/lrt-province-funding-announcement-ctrain-green-line-nenshi-mason-infrastructure-1.4192673
[7] https://twitter.com/geekblais/status/884444650391691265
[7] https://www.enterpriseinnovation.net/article/five-tips-remember-machine-learning-1211141683?utm_content=buffer018b8&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] http://www.governing.com/topics/transportation-infrastructure/gov-pedestrian-scramble-diagonal-barnes-dance.html?utm_content=buffer02473&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://eng.uber.com/tech-stack-part-one/
[5] http://how-to-learn-online.com/terraform-devops

Top URLs in Tweet in G1:
[3] https://urbancommuter.wordpress.com/2013/12/13/5-gorgeous-dutch-bike-and-ped-bridges-1-bike-garage/
[3] http://www.cbc.ca/news/canada/calgary/lrt-province-funding-announcement-ctrain-green-line-nenshi-mason-infrastructure-1.4192673
[1] https://twitter.com/i/web/status/884792436240695297
[1] https://twitter.com/i/web/status/883302142856970240
[1] https://twitter.com/i/web/status/878340198198681601
[1] https://twitter.com/i/web/status/883007469663821825

Top URLs in Tweet in G2:
[10] http://www.governing.com/topics/transportation-infrastructure/gov-marijuana-driving-accidents-insurance-study.html
[3] http://www.continuitycentral.com/index.php/news/resilience-news/2136-cyber-threats-critical-infrastructure-in-the-crosshairs?utm_source=dlvr.it&utm_medium=twitter
[2] http://www.govtech.com/fs/infrastructure/Hawaiian-Solar-Looks-to-Batteries-to-Reenergize-Industry.html
[2] https://twitter.com/DetroitCIO/status/883424081017798657
[2] http://www.oregonlive.com/politics/index.ssf/2017/07/towns_regret_selling_public_wa.html
[2] https://news.gov.bc.ca/releases/2017TRAN0198-001292?utm_source=dlvr.it&utm_medium=twitter
[2] https://news.gov.bc.ca/releases/2017TRAN0197-001288?utm_source=dlvr.it&utm_medium=twitter
[2] http://ignitetechnical.com/job/9173/senior-technical-project-managers-infrastructure
[2] http://ignitetechnical.com/job/9172/intermediate-technical-project-manager-infrastructure
[2] https://www.biv.com/article/2017/6/new-report-pushes-seaport-privatization-canada/

Top URLs in Tweet in G3:
[1] https://twitter.com/i/web/status/884790248034648064

Top URLs in Tweet in G4:
[20] http://po.st/scms/OrMCe04Lcp0lOFmbgiY8tvQTxDSAR758cThLe8BmD5c2OAp7/uDb5zY
[7] https://twitter.com/geekblais/status/884444650391691265
[2] https://everythingms.com/
[2] http://blog.avanade.com/avanade-insights/technology-infrastructure/azure-stack-is-a-game-changer-in-hybrid-cloud/
[1] http://feedproxy.google.com/~r/Petri/~3/vEBuInJHXLw/modernizing-your-it-infrastructure-with-windows-server-2016-and-the-hybrid-cloud
[1] https://twitter.com/i/web/status/884351508858507265
[1] https://twitter.com/i/web/status/883249989966848000

Top URLs in Tweet in G5:
[5] https://www.salesforce.com/
[5] https://www.youtube.com/watch?v=HFXSDz0RC2g
[2] https://puppet.com/blog/what-is-infrastructure-as-code?ls=social-media&ccn=integrated-pe&pub=twitter&cid=701G0000001BaTH&utm_medium=social-media&utm_campaign=integrated-pe&utm_source=twitter&utm_content=blog-post-pe
[1] https://twitter.com/i/web/status/884428618503299072

Top URLs in Tweet in G6:
[1] http://globalnews.ca/news/3584056/bc-wildfire-status/
[1] https://twitter.com/i/web/status/884493783148236800
[1] http://www.news1130.com/2017/07/07/chinese-investors-lack-patience-for-canadian-infrastructure-regulations-envoy/

Top URLs in Tweet in G7:
[45] http://globalnews.ca/news/3584056/bc-wildfire-status/

Top URLs in Tweet in G8:
[1] https://twitter.com/i/web/status/884865145712726017
[1] https://twitter.com/i/web/status/883096660393435136
[1] https://twitter.com/i/web/status/884824797137338368
[1] https://twitter.com/i/web/status/883443248286400513

Top URLs in Tweet in G9:
[13] https://briandcolwell.com/2017/06/dr-copper-meet-the-fourth-industrial-revolution/.html
[7] https://www.enterpriseinnovation.net/article/five-tips-remember-machine-learning-1211141683?utm_content=buffer018b8&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] http://how-to-learn-online.com/terraform-devops
[2] http://www.constructiondive.com/news/fl-crews-break-ground-on-398m-pensacola-bay-bridge/446471/?utm_campaign=crowdfire&utm_content=crowdfire&utm_medium=social&utm_source=twitter#864861279697211392-tw#1499459272212
[2] http://gizmodo.com/before-1948-las-power-grid-was-incompatible-with-the-r-1683629042
[2] https://www.instagram.com/p/BWRQDtUljsD/
[2] https://www.instagram.com/p/BWU5CttFP8b/
[1] https://twitter.com/i/web/status/884800713934553088
[1] https://twitter.com/i/web/status/883725384730136576
[1] https://twitter.com/i/web/status/884444534205169664

Top URLs in Tweet in G10:
[27] http://globalnews.ca/news/3584056/bc-wildfire-status/

Top Domains
Top Domains in Tweet in Entire Graph:
[245] twitter.com
[77] globalnews.ca
[23] po.st
[20] governing.com
[15] fb.me
[15] cbc.ca
[13] briandcolwell.com
[11] journalofcommerce.com
[9] google.com
[9] youtube.com

Top Domains in Tweet in G1:
[4] twitter.com
[3] wordpress.com
[3] cbc.ca

Top Domains in Tweet in G2:
[44] twitter.com
[13] governing.com
[13] fb.me
[8] google.com
[7] careerarc.com
[6] dy.si
[5] linkedin.com
[5] monster.com
[4] ziftsolutions.com
[4] oregonlive.com

Top Domains in Tweet in G3:
[1] twitter.com

Top Domains in Tweet in G4:
[20] po.st
[9] twitter.com
[2] everythingms.com
[2] avanade.com
[1] google.com

Top Domains in Tweet in G5:
[5] salesforce.com
[5] youtube.com
[2] puppet.com
[1] twitter.com

Top Domains in Tweet in G6:
[1] globalnews.ca
[1] twitter.com
[1] news1130.com

Top Domains in Tweet in G7:
[45] globalnews.ca

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

Top Domains in Tweet in G9:
[13] briandcolwell.com
[7] twitter.com
[7] enterpriseinnovation.net
[6] instagram.com
[5] how-to-learn-online.com
[2] constructiondive.com
[2] gizmodo.com
[1] bikeportland.org
[1] cbc.ca
[1] po.st

Top Domains in Tweet in G10:
[27] globalnews.ca

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[80] infrastructure
[75] bcwildfire
[73] breaking
[31] azure
[29] devops
[21] oss
[21] terraform
[14] iot
[13] copper
[13] cleantech



Top Hashtags in Tweet in G1:
[13] greenlineyyc
[3] yycgreenline
[2] london
[2] bikelanes
[2] auckland

Top Hashtags in Tweet in G2:
[10] car
[9] it
[8] infrastructure
[7] job
[5] hiring
[4] auburn
[4] transportation_and_infrastructure
[4] bcpoli
[3] infosec
[3] cloud

Top Hashtags in Tweet in G3:
[1] msinspire

Top Hashtags in Tweet in G4:
[30] azure
[20] oss
[20] devops
[20] terraform
[9] business
[9] cisos
[9] security
[7] python
[2] hybridcloud
[1] azurestack

Top Hashtags in Tweet in G5:
[2] devops

Top Hashtags in Tweet in G6:
[3] bcwildfire
[1] breaking
[1] bcwildfires

Top Hashtags in Tweet in G7:
[45] breaking
[45] bcwildfire

Top Hashtags in Tweet in G9:
[52] infrastructure
[13] copper
[13] cleantech
[13] renewableenergy
[13] electronics
[12] iot
[7] machinelearning
[7] datascience
[7] veracity
[7] strategy

Top Hashtags in Tweet in G10:
[27] breaking
[27] bcwildfire

Top Words
Top Words in Tweet in Entire Graph:
[633] Words in Sentiment List#1: Positive
[617] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[27916] Non-categorized Words
[29166] Total Words
[1797] infrastructure
[914] bike
[447] brenttoderian
[331] traffic
[320] business

Top Words in Tweet in G1:
[900] bike
[752] infrastructure
[445] brenttoderian
[299] dutch
[296] world's
[296] 1st
[296] suspended
[296] traffic
[296] circle
[296] http

Top Words in Tweet in G2:
[177] infrastructure
[18] critical
[14] more
[13] latest
[12] water
[11] news
[11] time
[10] marijuana
[10] car
[10] crashes

Top Words in Tweet in G3:
[272] business
[137] infrastructure
[136] microsoft
[136] microsoft's
[136] core
[136] customer
[136] solutions
[136] modern
[136] workplace
[136] applications

Top Words in Tweet in G4:
[107] azure
[43] infrastructure
[30] register
[30] free
[30] receive
[30] full
[30] access
[30] pluralsight's
[30] platform
[30] keep

Top Words in Tweet in G5:
[49] infrastructure
[40] managing
[39] kelseyhightower
[37] kubernetes
[37] sits
[37] top
[37] provides
[37] api
[37] application
[37] containers

Top Words in Tweet in G6:
[92] bc
[47] infrastructure
[46] transportation
[46] minister
[46] declares
[46] state
[46] emergency
[45] provincial
[45] response
[44] news1130

Top Words in Tweet in G7:
[45] breaking
[45] b
[45] c
[45] transportation
[45] infrastructure
[45] minister
[45] declares
[45] state
[45] emergency
[45] bcwildfire

Top Words in Tweet in G8:
[96] tax
[63] dollars
[37] infrastructure
[33] jkenney
[32] hilariously
[32] ndp
[32] claims
[32] funding
[32] coming
[32] carbon

Top Words in Tweet in G9:
[61] infrastructure
[13] copper
[13] 4th
[13] industrial
[13] revolution
[13] cleantech
[13] renewableenergy
[13] electronics
[12] azargametals
[12] iot

Top Words in Tweet in G10:
[28] transportation
[28] infrastructure
[28] minister
[28] declares
[28] state
[28] emergency
[27] breaking
[27] b
[27] c
[27] bcwildfire

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[602] bike,infrastructure
[296] infrastructure,dutch
[296] dutch,bike
[296] infrastructure,world's
[296] world's,1st
[296] 1st,suspended
[296] suspended,bike
[296] bike,traffic
[296] traffic,circle
[295] brenttoderian,bike

Top Word Pairs in Tweet in G1:
[595] bike,infrastructure
[296] infrastructure,dutch
[296] dutch,bike
[296] infrastructure,world's
[296] world's,1st
[296] 1st,suspended
[296] suspended,bike
[296] bike,traffic
[296] traffic,circle
[295] brenttoderian,bike

Top Word Pairs in Tweet in G2:
[13] critical,infrastructure
[10] latest,news
[10] news,marijuana
[10] marijuana,car
[10] car,crashes
[10] crashes,experts
[10] experts,skeptical
[4] infrastructure,minister
[4] u,s
[4] energy,infrastructure

Top Word Pairs in Tweet in G3:
[136] microsoft's,core
[136] core,customer
[136] customer,solutions
[136] solutions,business
[136] business,modern
[136] modern,workplace
[136] workplace,business
[136] business,applications
[136] applications,apps
[136] apps,infrastructure

Top Word Pairs in Tweet in G4:
[30] register,free
[30] free,receive
[30] receive,full
[30] full,access
[30] access,pluralsight's
[30] pluralsight's,platform
[30] platform,keep
[30] keep,azure
[30] azure,learning
[30] learning,track

Top Word Pairs in Tweet in G5:
[37] kubernetes,sits
[37] sits,top
[37] top,infrastructure
[37] infrastructure,provides
[37] provides,api
[37] api,managing
[37] managing,application
[37] application,containers
[37] containers,hardware
[36] kelseyhightower,kubernetes

Top Word Pairs in Tweet in G6:
[46] transportation,infrastructure
[46] infrastructure,minister
[46] minister,declares
[46] state,emergency
[45] bc,transportation
[45] declares,provincial
[45] provincial,state
[45] emergency,bc
[45] bc,response
[44] news1130,bc

Top Word Pairs in Tweet in G7:
[45] breaking,b
[45] b,c
[45] c,transportation
[45] transportation,infrastructure
[45] infrastructure,minister
[45] minister,declares
[45] declares,state
[45] state,emergency
[45] emergency,bcwildfire
[44] globalbc,breaking

Top Word Pairs in Tweet in G8:
[63] tax,dollars
[32] hilariously,ndp
[32] ndp,claims
[32] claims,infrastructure
[32] infrastructure,funding
[32] funding,coming
[32] coming,carbon
[32] carbon,tax
[32] tax,pro
[32] pro,tip

Top Word Pairs in Tweet in G9:
[13] copper,4th
[13] 4th,industrial
[13] industrial,revolution
[13] revolution,cleantech
[13] cleantech,renewableenergy
[13] renewableenergy,infrastructure
[13] infrastructure,electronics
[12] azargametals,copper
[7] five,tips
[7] tips,remember

Top Word Pairs in Tweet in G10:
[28] transportation,infrastructure
[28] infrastructure,minister
[28] minister,declares
[28] state,emergency
[27] breaking,b
[27] b,c
[27] c,transportation
[27] declares,state
[27] emergency,bcwildfire
[26] bc1,breaking

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@brenttoderian
@exerciseworks
@microsoft
@rwjf
@azure
@news1130
@globalbc
@kelseyhightower
@jkenney
@pluralsight

Top Mentioned in G1:
@brenttoderian
@exerciseworks
@rwjf
@cityofcalgary
@youralberta
@schlthss
@modacitylife
@wearehub
@momentummag
@cyclingsurgeon

Top Mentioned in G2:
@peletechcorp

Top Mentioned in G3:
@microsoft
@awscloud

Top Mentioned in G4:
@azure
@pluralsight
@msftmobility
@docsmsft
@microsoft
@avanadeinc
@jehardy01
@everythingms

Top Mentioned in G5:
@kelseyhightower
@puppetize

Top Mentioned in G6:
@news1130
@ctvnewsben
@globalbc

Top Mentioned in G7:
@globalbc

Top Mentioned in G8:
@jkenney
@cbcnews
@dfildebrandt
@ctv_television
@globalnews
@rachelnotley
@calgary_west
@jamesgallup11

Top Mentioned in G9:
@azargametals
@bobehayes
@kettlemoraine
@strongtowns
@marcgarneau
@cdwcorp
@nbanthia
@sgigreens
@uvic_mentaya
@uvic

Top Mentioned in G10:
@bc1
@news1130

Top Tweeters
Top Tweeters in Entire Graph:
@senegalbot
@seattlework
@nodesystems
@muzikscribe
@willseattle
@alevergara78
@envymegreatly
@businessinsider
@manyazuba
@smartcityfeed

Top Tweeters in G1:
@muzikscribe
@willseattle
@manyazuba
@abhishekaggy
@raypride
@yashkverm
@wqs
@alisonborealis
@darthdandious
@exerciseworks

Top Tweeters in G2:
@seattlework
@seattlenews360
@seattlesbanker
@calgarycp
@davidha51596823
@vidahoseini
@lucentcomm
@vancitywebjobs
@davidcoleaia
@legiscanwa

Top Tweeters in G3:
@zimei_no_ri
@onedime
@bayiskendr
@waqdev
@rare_rubber
@ihaveabiblesite
@adron
@it9_mike
@meetdux
@luketrevordenn2

Top Tweeters in G4:
@darthgreg78
@someinfosecbot
@itcrowdsource
@everythingms
@hasssaaannn
@albertspijkers
@pluralsight
@azure
@shakthiravi
@avanadeinc

Top Tweeters in G5:
@hokstadconsult
@eddymbans
@joshobrien77
@harishpillay
@indrayam
@shandydann
@kelseyhightower
@puppetize
@zeieshanahmed
@damienduportal

Top Tweeters in G6:
@swensonmember
@news1130
@islandjaimelee
@bc_news_addict
@ysaiddream
@krisluvsskiing
@rallymd
@lbl_two
@martinmacmahon
@edupaige

Top Tweeters in G7:
@globalbc
@andorianip
@dclascelle
@lilou_caron
@byattgraham
@angusjames3
@tracyglennyvr
@jillkrop
@klboulanger
@robuncorked

Top Tweeters in G8:
@mousseaujim
@cbcnews
@frbissonnette
@globalnews
@angelatange65
@joe_meyer1
@john_jakester
@65ishot
@ivaninloretto
@domenic_toronto

Top Tweeters in G9:
@alevergara78
@004nino
@mrc_slc
@drnewbold
@briandcolwell
@blockchainbiz
@iotimelab
@bobehayes
@pearleco123
@elemorotunde

Top Tweeters in G10:
@prairies
@bc1
@waitliz
@stellamaris614
@sweettoothgu
@cf7cmz
@jenndbic
@bcrns
@canucknationbc
@chrisgailus