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internet of things Twitter NodeXL SNA Map and Report for Wednesday, 13 June 2018 at 14:04 UTC
internet of things Twitter NodeXL SNA Map and Report for Wednesday, 13 June 2018 at 14:04 UTC
From:
docassar
Uploaded on:
June 13, 2018
Short Description:
internet of things via NodeXL http://bit.ly/2sS55zw
@fisher85m
@mikequindazzi
@ipfconline1
@bill_iot
@networkworld
@valaafshar
@hackerslist
@dhinchcliffe
@antgrasso
@deusex_mac

Top hashtags:
#bigdata
#ai
#opendata
#smartcities
#iot
#cybersecurity
#sensors
#iiot

Description:
Description
The graph represents a network of 1,189 Twitter users whose recent tweets contained "internet of things", 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 Wednesday, 13 June 2018 at 14:09 UTC.

The tweets in the network were tweeted over the 6-hour, 55-minute period from Wednesday, 13 June 2018 at 07:08 UTC to Wednesday, 13 June 2018 at 14:03 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 : 1199
Unique Edges : 1260
Edges With Duplicates : 1387
Total Edges : 2647
Number of Edge Types : 3
Mentions : 1015
Replies to : 138
Tweet : 1494
Self-Loops : 1494
Reciprocated Vertex Pair Ratio : 0.0375391032325339
Reciprocated Edge Ratio : 0.0723618090452261
Connected Components : 471
Single-Vertex Connected Components : 250
Maximum Vertices in a Connected Component : 221
Maximum Edges in a Connected Component : 981
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.265688
Graph Density : 0.000692703017678895
Modularity : 0.423741
NodeXL Version : 1.0.1.399

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[17] https://norbertbiedrzycki.pl/wp-content/uploads/2017/04/Pic_2-The-Internet-of-Things-Infographic-06-1.png?utm_content=buffer84ea6&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[11] https://www.cloud28plus.com/apac/content/Internet-of-Things-is-about-Data--Not-Things
[10] https://www.networkworld.com/article/3280225/internet-of-things/what-is-digital-twin-technology-and-why-it-matters.html
[10] https://www.networkworld.com/article/3281086/internet-of-things/enterprises-evaluate-the-costs-of-building-versus-buying-an-iot-platform.html
[9] https://www.financialexpress.com/industry/technology/internet-of-things-is-the-next-big-thing-but-are-we-ready-yet/1203487/
[9] https://www.networkworld.com/article/3281126/internet-of-things/data-freshness-not-speed-most-important-for-iot.html
[7] https://venturebeat.com/2018/06/12/arm-acquires-stream-technologies-to-connect-the-internet-of-things/
[7] https://www.ibm.com/blogs/internet-of-things/iot-new-blockchain-service/
[6] https://channel9.msdn.com/Shows/Internet-of-Things-Show/Azure-IoT-Edge-updates
[5] https://gitlab.com/expliot_framework/expliot

Top URLs in Tweet in G1:
[5] https://www.theinternetofthings.eu/dan-pelberg-crypto-case-study-internet-things
[5] https://www.theinternetofthings.eu/derek-walter-how-amazon-changing-internet-things
[4] https://www.theinternetofthings.eu/dan-pelberg-crypto-case-study-internet-things?utm_source=dlvr.it&utm_medium=twitter
[4] https://www.theinternetofthings.eu/derek-walter-how-amazon-changing-internet-things?utm_source=dlvr.it&utm_medium=twitter
[3] https://www.fieldez.com/future-field-service-internet-things/
[3] https://www.linkedin.com/slink?code=enjEHMV
[3] https://www.businessnewsdaily.com/10902-amazon-web-services-internet-of-things-platform.html
[2] https://channel9.msdn.com/Shows/Internet-of-Things-Show/Azure-IoT-Edge-updates
[2] https://www.reminetwork.com/articles/facility-managers-eye-internet-of-things-investments/
[2] https://gitlab.com/expliot_framework/expliot

Top URLs in Tweet in G2:
[15] https://norbertbiedrzycki.pl/wp-content/uploads/2017/04/Pic_2-The-Internet-of-Things-Infographic-06-1.png?utm_content=buffer84ea6&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[9] https://www.cloud28plus.com/apac/content/Internet-of-Things-is-about-Data--Not-Things
[2] https://thestack.com/data-centre/2018/06/11/the-internet-of-things-data-centres/
[2] http://zpy.io/376356b1
[1] https://www.technative.io/the-technologies-powering-the-industrial-iot/

Top URLs in Tweet in G3:
[2] https://www.trendmicro.com/vinfo/us/security/news/internet-of-things/protecting-physical-security-systems-against-network-attacks?utm_content=buffer3beac&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://barrgroup.com/embedded-systems/surveys/2018
[1] https://twitter.com/Fisher85M/status/1006795821801713664

Top URLs in Tweet in G4:
[9] https://www.networkworld.com/article/3280225/internet-of-things/what-is-digital-twin-technology-and-why-it-matters.html
[5] https://www.networkworld.com/article/3279729/internet-of-things/iot-has-an-obsolescence-problem.html
[2] https://www.networkworld.com/article/3277641/internet-of-things/winning-together-in-the-co-economy-a-new-mindset-for-the-21st-century.html
[2] https://www.forbes.com/sites/joemckendrick/2017/08/22/the-internet-of-things-pushes-enterprises-to-think-bigger/
[2] https://www.networkworld.com/article/3281126/internet-of-things/data-freshness-not-speed-most-important-for-iot.html
[2] https://www.networkworld.com/article/3253891/internet-of-things/5-reasons-digital-twins-matter-to-your-iot-deployment.html
[2] https://www.networkworld.com/article/3276304/internet-of-things/building-iot-ready-networks-must-become-a-priority.html
[1] https://www.iotforall.com/intro-to-iot-9-major-keys/
[1] https://www.forbes.com/sites/markvenables/2018/06/09/bringing-collective-intelligence-to-the-industrial-internet-of-things-makes-devices-compute/#7d4e62b25e66
[1] https://www.iotforall.com/best-iot-ebook/

Top URLs in Tweet in G5:
[5] https://www.sas.com/content/dam/SAS/en_us/doc/whitepaper1/non-geek-a-to-z-guide-to-internet-of-things-108846.pdf
[3] https://www.i-scoop.eu/internet-of-things-guide/iot-technology-stack-devices-gateways-platforms/?utm_content=buffer2de5e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[2] https://www.pwc.ru/ru/publications/essential-emerging-technologies-internet-of-things.pdf?utm_content=buffer84aa1&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.everestgrp.com/2018-02-iot-innovators-integrators-accelerate-growth-impact-market-insights-43850.html/
[1] http://usblogs.pwc.com/emerging-technology/wp-content/uploads/2017/12/Internet-of-Things-Guide.pdf?utm_content=buffer78e0e&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[1] https://www.iotforall.com/intro-to-iot-9-major-keys/

Top URLs in Tweet in G6:
[3] https://www.salesforce.com/blog/2018/06/digital-customers-research.html

Top URLs in Tweet in G8:
[1] https://www.youtube.com/watch?v=wYuUDsAbwZE&feature=youtu.be


Top URLs in Tweet in G9:
[1] https://twitter.com/NRO/status/1006794076107223040

Top Domains
Top Domains in Tweet in Entire Graph:
[48] linkedin.com
[46] networkworld.com
[25] twitter.com
[21] co.uk
[19] ziftsolutions.com
[18] theinternetofthings.eu
[17] norbertbiedrzycki.pl
[12] alltheinternetofthings.com
[12] ibm.com
[12] youtube.com

Top Domains in Tweet in G1:
[34] linkedin.com
[19] ziftsolutions.com
[18] theinternetofthings.eu
[13] co.uk
[10] equinix.com
[8] networkworld.com
[8] twitter.com
[7] youtube.com
[7] bing.com
[6] wikipedia.org

Top Domains in Tweet in G2:
[15] norbertbiedrzycki.pl
[9] cloud28plus.com
[2] thestack.com
[2] zpy.io
[1] technative.io

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

Top Domains in Tweet in G4:
[23] networkworld.com
[6] forbes.com
[2] iotforall.com
[2] linkedin.com

Top Domains in Tweet in G5:
[5] sas.com
[3] i-scoop.eu
[2] pwc.ru
[1] everestgrp.com
[1] pwc.com
[1] iotforall.com

Top Domains in Tweet in G6:
[3] salesforce.com

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

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1071] bigdata
[1056] ai
[979] opendata
[978] smartcities
[441] iot
[72] cybersecurity
[61] sensors
[58] iiot
[56] analytics
[54] internetofthings



Top Hashtags in Tweet in G1:
[988] ai
[987] bigdata
[978] opendata
[978] smartcities
[86] iot
[14] internetofthings
[9] security
[9] blockchain
[9] cybersecurity
[9] iiot

Top Hashtags in Tweet in G2:
[30] iot
[23] apps
[23] analytics
[16] ai
[15] bigdata
[15] healthtech
[9] 4ir
[9] cloud28
[3] machinelearning
[2] datacenters

Top Hashtags in Tweet in G3:
[44] iot
[44] cybersecurity
[35] sensors
[33] security
[32] infosec
[15] analytics
[11] bigdata
[7] education
[6] industry40
[5] mobile

Top Hashtags in Tweet in G4:
[13] iot
[10] digital
[9] digitaltwin
[4] internetofthings
[3] iiot
[3] ai
[3] data
[2] mindset
[2] enterprises
[2] digitaltransformation

Top Hashtags in Tweet in G5:
[34] iot
[25] iiot
[18] ai
[18] ioe
[16] pwc
[9] bigdata
[8] smarthome
[8] wearables
[8] connectedcar
[7] digital

Top Hashtags in Tweet in G6:
[21] cnx18
[1] security
[1] cybersecurity
[1] infosec
[1] iot
[1] sensors

Top Hashtags in Tweet in G7:
[14] iot
[13] bigdata
[12] sensors
[12] infographic
[12] machinelearning
[11] wearable
[10] digitalmarketing
[10] contentmarketing
[10] marketing
[9] branding

Top Hashtags in Tweet in G8:
[1] dinodocentes
[1] algoritmos
[1] tecnologíasdisruptivas
[1] redesneuronales
[1] educación
[1] powerpoint

Top Words
Top Words in Tweet in Entire Graph:
[1556] Words in Sentiment List#1: Positive
[1397] Words in Sentiment List#2: Negative
[27] Words in Sentiment List#3: Angry/Violent
[50909] Non-categorized Words
[53865] Total Words
[1071] bigdata
[1070] ai
[979] opendata
[978] smartcities
[744] things

Top Words in Tweet in G1:
[990] ai
[987] bigdata
[978] opendata
[978] smartcities
[238] things
[225] internet
[156] iot
[92] out
[79] one
[74] more

Top Words in Tweet in G2:
[42] things
[33] internet
[30] iot
[23] reference
[23] model
[23] hardware
[23] networking
[23] foundation
[23] apps
[23] analytics

Top Words in Tweet in G3:
[44] infographic
[44] iot
[44] cybersecurity
[42] fisher85m
[35] sensors
[33] security
[32] infosec
[28] protecting
[28] physical
[28] systems

Top Words in Tweet in G4:
[23] networkworld
[20] iot
[20] digital
[16] bill_iot
[10] technology
[9] twin
[9] matters
[9] digitaltwin
[7] internet
[7] things

Top Words in Tweet in G5:
[102] gt
[51] mikequindazzi
[39] iot
[25] iiot
[18] ai
[18] ioe
[16] 2020
[16] core
[16] revenues
[16] projected

Top Words in Tweet in G6:
[24] cybersecurity
[23] fourth
[23] industrial
[23] revolution
[23] full
[23] swing
[23] research
[23] 1
[23] 2
[23] artificial

Top Words in Tweet in G7:
[20] internet
[20] things
[20] very
[20] short
[20] story
[14] iot
[13] infographic
[13] bigdata
[12] sensors
[12] machinelearning

Top Words in Tweet in G8:
[5] petrogustavo
[4] juliandezubiria
[4] claudialopez
[4] angelamrobledo
[4] angelicalozanoc
[4] medicenwally
[4] olgalvelasquez
[4] sergioferg
[4] isabelsegoviao
[4] ndanielgarciaco

Top Words in Tweet in G9:
[14] one
[13] imagine
[13] looking
[13] things
[13] possibly
[13] outraged
[13] thinking
[13] know
[13] really
[13] grinds

Top Words in Tweet in G10:
[12] coconut
[12] water
[12] one
[12] those
[12] things
[12] people
[12] internet
[12] lie
[12] being
[12] good

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[995] bigdata,ai
[976] smartcities,bigdata
[974] opendata,smartcities
[516] internet,things
[76] things,iot
[58] gt,gt
[48] artificial,intelligence
[38] protecting,physical
[38] physical,security
[38] security,systems

Top Word Pairs in Tweet in G1:
[980] bigdata,ai
[976] smartcities,bigdata
[974] opendata,smartcities
[165] internet,things
[26] things,iot
[13] amazon,changing
[13] changing,internet
[13] light,opendata
[13] now,opendata
[12] dan,pelberg

Top Word Pairs in Tweet in G2:
[31] internet,things
[23] reference,model
[23] model,internet
[23] things,hardware
[23] hardware,networking
[23] networking,foundation
[23] foundation,apps
[23] apps,analytics
[22] dhinchcliffe,reference
[22] analytics,collabor

Top Word Pairs in Tweet in G3:
[28] protecting,physical
[28] physical,security
[28] security,systems
[28] systems,against
[28] against,network
[28] network,attack
[28] attack,infographic
[28] infographic,cybersecurity
[28] cybersecurity,infosec
[28] infosec,iot

Top Word Pairs in Tweet in G4:
[9] digital,twin
[9] twin,technology
[9] technology,matters
[8] matters,digitaltwin
[8] digitaltwin,digital
[8] digital,networkworld
[8] networkworld,bill_iot
[7] bill_iot,digital
[5] internet,things
[5] iot,obsolescence

Top Word Pairs in Tweet in G5:
[51] gt,gt
[24] mikequindazzi,gt
[16] 2020,core
[16] core,iot
[16] iot,revenues
[16] revenues,projected
[16] projected,reach
[16] reach,1
[16] 1,7
[16] 7,trillion

Top Word Pairs in Tweet in G6:
[23] fourth,industrial
[23] industrial,revolution
[23] revolution,full
[23] full,swing
[23] 1,cybersecurity
[23] cybersecurity,2
[23] 2,artificial
[21] artificial,intelligence
[21] intelligence,3
[21] swing,2018

Top Word Pairs in Tweet in G7:
[20] internet,things
[20] things,very
[20] very,short
[20] short,story
[11] story,infographic
[11] infographic,wearable
[11] wearable,sensors
[11] sensors,machinelearning
[11] machinelearning,iot
[11] iot,bigdata

Top Word Pairs in Tweet in G8:
[4] juliandezubiria,claudialopez
[4] claudialopez,petrogustavo
[4] petrogustavo,angelamrobledo
[4] angelamrobledo,angelicalozanoc
[4] angelicalozanoc,medicenwally
[4] medicenwally,olgalvelasquez
[4] olgalvelasquez,sergioferg
[4] sergioferg,isabelsegoviao
[4] isabelsegoviao,ndanielgarciaco
[4] ndanielgarciaco,matadoreltiempo

Top Word Pairs in Tweet in G9:
[13] imagine,looking
[13] looking,things
[13] things,one
[13] one,possibly
[13] possibly,outraged
[13] outraged,thinking
[13] thinking,know
[13] know,really
[13] really,grinds
[12] imillhiser,imagine

Top Word Pairs in Tweet in G10:
[12] coconut,water
[12] water,one
[12] one,those
[12] those,things
[12] things,people
[12] people,internet
[12] internet,lie
[12] lie,being
[12] being,good
[11] thelatesh0w,coconut

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@fisher85m
@mikequindazzi
@networkworld
@dhinchcliffe
@valaafshar
@stpiindia
@edkrassen
@fowcommunity
@jblefevre60
@ipfconline1

Top Mentioned in G1:
@gummisnacks
@jtrillast
@mfrtech
@meenagdotcom

Top Mentioned in G2:
@dhinchcliffe
@fowcommunity
@jblefevre60
@ipfconline1
@a
@technative
@webwerksdc
@antgrasso
@chboursin
@arnaultchatel

Top Mentioned in G3:
@fisher85m
@chboursin
@trendmicro
@rpuettner
@barrgroup
@antgrasso
@dimitrihommel

Top Mentioned in G4:
@networkworld
@bill_iot
@forbes
@iotforall
@tamaramccleary
@softnet_search
@iot_recruiting
@rpuettner
@networkmindset
@iothousehold

Top Mentioned in G5:
@mikequindazzi
@antgrasso
@tamaradull
@sassoftware
@bourseettrading
@fisher85m
@dbi_srl
@everestgroup
@bill_iot

Top Mentioned in G6:
@valaafshar
@salesforce
@fisher85m

Top Mentioned in G7:
@hudson_chatbots
@affleaders
@fisher85m
@mikequindazzi

Top Mentioned in G8:
@petrogustavo
@claudialopez
@angelamrobledo
@angelicalozanoc
@medicenwally
@olgalvelasquez
@sergioferg
@isabelsegoviao
@ndanielgarciaco
@matadoreltiempo

Top Mentioned in G9:
@imillhiser

Top Mentioned in G10:
@thelatesh0w

Top Tweeters
Top Tweeters in Entire Graph:
@cloudatai
@cyberdomain
@digestwordpress
@evankirstel
@parthpa07241800
@itknowingness
@seekingalpha
@businessinsider
@pvalsfr
@ganbare__ginkun

Top Tweeters in G1:
@cyberdomain
@gamergeeknews
@evanderburg
@feedjunknl
@vnbreakingnews
@iotblogs
@gummisnacks
@nschaetti
@pleasureethics
@asmarie_

Top Tweeters in G2:
@machinelearnflx
@italiastartup_
@vanalich
@motolin5
@larryirby6
@ipfconline1
@datascience__
@jblefevre60
@ssxman2
@1anti_virus

Top Tweeters in G3:
@mjoehlerich
@perutgendut2
@lucky62058333
@margaretwallace
@dimitrihommel
@smugnier
@chboursin
@drpatridge
@tallcedarofleb
@worldtrendsinfo

Top Tweeters in G4:
@forbes
@jaouanebrahim
@ivlaabk
@kellylux
@tamaramccleary
@ajiballinst
@networkworld
@pachecod
@kwass
@bukeye

Top Tweeters in G5:
@gvalan
@thatblokesean
@bourseettrading
@mikequindazzi
@sassoftware
@nvsdata
@tamaradull
@antgrasso
@geekonomicon
@dbi_srl

Top Tweeters in G6:
@valaafshar
@hackerslist
@btptechsearch
@salesforce
@bsetiawan55
@lucianocantaro
@deepindex
@sergiommedina
@11poetic
@ideasevak

Top Tweeters in G7:
@ibrahimokareem
@vg_tms
@vipin_tms
@simplivllc
@omfactorych
@aaronnahale
@souravsoftware1
@growthhackw
@hudson_chatbots
@plancentralteam

Top Tweeters in G8:
@petrogustavo
@angelicalozanoc
@angelamrobledo
@claudialopez
@ndanielgarciaco
@matadoreltiempo
@isabelsegoviao
@sergioferg
@medicenwally
@margaritarosadf

Top Tweeters in G9:
@ken_crichlow
@talkwordy
@merlingyr
@rebelliousval
@amyslayer
@jenetallday
@pfunk1130
@magi_jay
@drphilgoff
@lady_ransom

Top Tweeters in G10:
@theafrikkkan
@88keys_no_locks
@thelatesh0w
@xoxosheba
@kickitwtheking
@__sheready
@ogdev_
@audriannar
@nochillnia_
@dvcier_