#MWCA19, Twitter, 3/20/2019 5:12:04 PM, 191054


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#MWCA19_2019-03-20_10-04-49.xlsx
#MWCA19_2019-03-20_10-04-49.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
March 20, 2019
Short Description:
#MWCA19 via NodeXL http://bit.ly/2TXSOs7
@rtehrani
@gsma
@huawei
@wil_bielert
@thehipposhoe
@colorstreamedia
@padididit
@richsimmondsza
@evankirstel
@ocean20182018

Top hashtags:
#mwc19
#mwc2019
#mwca19
#mobile
#catm1
#nbiot
#lpwan
#iot
#lora
#iiot

Description:
Description
The graph represents a network of 230 Twitter users whose tweets in the requested range contained "#MWCA19", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 20 March 2019 at 17:06 UTC.

The requested start date was Wednesday, 20 March 2019 at 17:04 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 51-day, 1-hour, 49-minute period from Thursday, 24 January 2019 at 16:27 UTC to Saturday, 16 March 2019 at 18:17 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 : 230
Unique Edges : 430
Edges With Duplicates : 1097
Total Edges : 1527
Self-Loops : 28
Reciprocated Vertex Pair Ratio : 0.0171306209850107
Reciprocated Edge Ratio : 0.0336842105263158
Connected Components : 42
Single-Vertex Connected Components : 13
Maximum Vertices in a Connected Component : 122
Maximum Edges in a Connected Component : 1442
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.057094
Graph Density : 0.00901841655591418
Modularity : 0.2011
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[13] https://www.usatoday.com/story/tech/2019/02/25/5-g-tech-can-make-digital-humans-look-real-and-real-people-holograms/2883859002/
[11] https://www.cnn.com/2019/02/25/tech/5g-network-availability/index.html
[11] https://www.prnewswire.com/news-releases/5g-roll-out-will-need-2-7tn-investment-in-next-two-years-300801153.html
[11] http://blog.tmcnet.com/blog/rich-tehrani/iot/the-case-for-edge-computing-gets-stronger-as-iic-and-openfog-unite.html
[10] https://www.tmcnet.com/usubmit/2019/02/27/8908798.htm
[10] http://blog.tmcnet.com/blog/rich-tehrani/wireless/pareteum-on-what-ipass-merger-means.html
[9] https://gizmodo.com/the-huawei-mate-x-is-even-more-exciting-than-you-think-1832963403
[9] https://www.thesmartcityevent.com/news/articles/441433-ericsson-china-unicom-announce-5g-smart-harbor-the.htm
[9] https://www.bloomberg.com/news/articles/2019-02-28/huawei-faces-first-u-s-hearing-in-criminal-case-cfo-decision
[9] https://www.iotevolutionworld.com/fog/articles/441311-globaldata-study-says-intelligent-edge-key-5g.htm

Top URLs in Tweet in G1:
[7] http://blog.tmcnet.com/blog/rich-tehrani/iot/the-case-for-edge-computing-gets-stronger-as-iic-and-openfog-unite.html
[6] https://www.usatoday.com/story/tech/2019/02/25/5-g-tech-can-make-digital-humans-look-real-and-real-people-holograms/2883859002/
[6] https://www.cnn.com/2019/02/25/tech/5g-network-availability/index.html
[6] https://www.tmcnet.com/usubmit/2019/02/27/8908798.htm
[5] https://www.iiotevent.com/news/articles/441262-idemia-kudelski-group-launch-global-partnership.htm
[4] https://www.thenews.com.pk/latest/437210-man-gets-live-under-skin-chip-implant-at-mobile-fair
[4] https://www.cnet.com/news/facebook-brings-faster-than-fiber-5g-wireless-connectivity-to-california/#ftag=CAD590a51e
[3] https://www.businessinsider.com/weirdest-phones-of-2019-wearable-foldable-smartphone-2019-3
[3] https://cdn.jwplayer.com/previews/r7sQFygH
[3] https://venturebeat.com/2019/02/25/samsung-and-huawei-foldables-at-mwc-look-but-dont-touch/

Top URLs in Tweet in G2:
[9] https://www.prnewswire.com/news-releases/5g-roll-out-will-need-2-7tn-investment-in-next-two-years-300801153.html
[7] https://www.usatoday.com/story/tech/2019/02/25/5-g-tech-can-make-digital-humans-look-real-and-real-people-holograms/2883859002/
[6] https://gizmodo.com/the-huawei-mate-x-is-even-more-exciting-than-you-think-1832963403
[6] http://blog.tmcnet.com/blog/rich-tehrani/wireless/pareteum-on-what-ipass-merger-means.html
[6] https://www.zdnet.com/article/mwc-2019-at-t-tests-5g-and-edge-computing-with-microsoft-azure/
[5] http://www.tmcnet.com/usubmit/2019/03/12/8916821.htm
[5] https://techcrunch.com/2019/02/24/xiaomi-announces-its-first-5g-phone-the-mi-mix-3-5g/
[5] https://www.france24.com/en/20190227-new-tech-taking-telemedicine-next-level
[5] https://venturebeat.com/2019/03/02/what-5g-means-for-brands-3-takeaways-from-mwc/
[5] https://www.slashgear.com/samsung-foldable-smartphone-teased-for-next-week-11565280/

Top URLs in Tweet in G3:
[1] https://twitter.com/i/web/status/1090930379853307904
[1] https://twitter.com/i/web/status/1090930183891234816
[1] https://twitter.com/rtehrani/status/1098631758151598080
[1] https://twitter.com/i/web/status/1098667017912152065
[1] http://g2m.canopach.com/?read=https%3A%2F%2Fwww.iotevolutionworld.com%2Ffog%2Farticles%2F441311%2Dglobaldata%2Dstudy%2Dsays%2Dintelligent%2Dedge%2Dkey%2D5g.htm
[1] https://cdn.jwplayer.com/previews/r7sQFygH
[1] https://twitter.com/i/web/status/1100117035135184898
[1] https://twitter.com/i/web/status/1100376832917028864
[1] https://paper.li/thechangeman/making-a-difference?edition_id=cb52feb0-3b2a-11e9-b211-0cc47a0d164b
[1] https://paper.li/optiononesw/1380990914?edition_id=00dcc920-3b2c-11e9-9bab-0cc47a0d1609

Top URLs in Tweet in G4:
[3] https://www.thesmartcityevent.com/news/articles/441433-ericsson-china-unicom-announce-5g-smart-harbor-the.htm
[2] https://twitter.com/ZDNet/status/1099990663347691521

Top URLs in Tweet in G5:
[4] https://www.bloomberg.com/news/articles/2019-02-18/huawei-crackdown-exposes-europe-as-laggard-in-global-5g-race
[4] https://www.iotevolutionworld.com/fog/articles/441311-globaldata-study-says-intelligent-edge-key-5g.htm
[3] http://blog.tmcnet.com/blog/rich-tehrani/wireless/pareteum-on-what-ipass-merger-means.html
[2] https://www.bloomberg.com/news/articles/2019-02-28/huawei-faces-first-u-s-hearing-in-criminal-case-cfo-decision
[2] http://www.tmcnet.com/usubmit/2019/02/19/8902417.htm
[2] https://www.iotevolutionworld.com/newsletter/iotevolution/20190220/eNewsletter.html
[1] https://www.cnet.com/news/phones-with-5g-foldable-designs-and-multiple-cameras-will-lead-mobile-world-congress-2019/
[1] https://www.ucnetworkmanagement.com/topics/ucnetworkmanagement/articles/441292-network-performance-display-mwc.htm
[1] https://venturebeat.com/2019/02/25/samsung-and-huawei-foldables-at-mwc-look-but-dont-touch/
[1] https://www.tmcnet.com/usubmit/2019/02/27/8908499.htm

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/1100925888684802049

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1100482459584602117

Top URLs in Tweet in G8:
[1] https://paper.li/f-1294373748?edition_id=2fcd2a50-3b53-11e9-86d5-002590a5ba2d

Top URLs in Tweet in G9:
[1] https://paper.li/Allure_Cosmetic/1403179828?edition_id=739173a0-3b52-11e9-9bab-0cc47a0d1609

Top URLs in Tweet in G10:
[1] https://paper.li/TheSpaceCentre/1335871498?edition_id=f4ca37b0-3b4b-11e9-b211-0cc47a0d164b

Top Domains
Top Domains in Tweet in Entire Graph:
[69] twitter.com
[67] iotevolutionworld.com
[62] tmcnet.com
[60] cnet.com
[43] venturebeat.com
[39] techcrunch.com
[33] paper.li
[28] iiotevent.com
[23] bloomberg.com
[21] techradar.com

Top Domains in Tweet in G1:
[47] twitter.com
[20] tmcnet.com
[17] cnet.com
[12] iotevolutionworld.com
[11] venturebeat.com
[10] iiotevent.com
[9] techcrunch.com
[8] cnn.com
[6] usatoday.com
[5] bloomberg.com

Top Domains in Tweet in G2:
[49] iotevolutionworld.com
[42] cnet.com
[35] tmcnet.com
[30] techcrunch.com
[30] venturebeat.com
[17] iiotevent.com
[16] techradar.com
[15] gizmodo.com
[12] bloomberg.com
[12] engadget.com

Top Domains in Tweet in G3:
[7] twitter.com
[5] paper.li
[1] canopach.com
[1] jwplayer.com
[1] facebook.com

Top Domains in Tweet in G4:
[3] thesmartcityevent.com
[2] twitter.com

Top Domains in Tweet in G5:
[9] twitter.com
[7] tmcnet.com
[6] bloomberg.com
[6] iotevolutionworld.com
[2] venturebeat.com
[1] cnet.com
[1] ucnetworkmanagement.com
[1] cnn.com
[1] iiotevent.com

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

Top Domains in Tweet in G7:
[1] twitter.com

Top Domains in Tweet in G8:
[1] paper.li

Top Domains in Tweet in G9:
[1] paper.li

Top Domains in Tweet in G10:
[1] paper.li

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[623] mwc19
[530] mwc2019
[515] mwca19
[395] mobile
[301] catm1
[214] nbiot
[137] lpwan
[125] iot
[119] lora
[113] iiot



Top Hashtags in Tweet in G1:
[153] mwc19
[139] mwc2019
[120] mwca19
[105] mobile
[89] catm1
[75] nbiot
[69] lpwan
[65] lora
[65] iiot
[65] iot

Top Hashtags in Tweet in G2:
[407] mwc19
[362] mwc2019
[321] mwca19
[267] mobile
[194] catm1
[123] nbiot
[59] lpwan
[50] iot
[47] lora
[41] iiot

Top Hashtags in Tweet in G3:
[8] mwca19
[6] mwc19
[2] mwca2019
[1] edgecomputing
[1] wireless
[1] att
[1] 5g
[1] microsoft
[1] azure
[1] jaichhelfegerne

Top Hashtags in Tweet in G4:
[9] mwc19
[8] mwca19
[6] twitter
[6] mwc2019
[6] mobile
[6] catm1
[6] nbiot
[2] news

Top Hashtags in Tweet in G5:
[24] mwc19
[22] mwc2019
[21] mwca19
[16] mobile
[12] catm1
[10] iot
[10] nbiot
[9] lpwan
[9] 5g
[7] lora

Top Hashtags in Tweet in G6:
[3] mwca19
[1] mwc19
[1] mwc2019

Top Hashtags in Tweet in G7:
[5] mwca19

Top Hashtags in Tweet in G8:
[1] mwc19
[1] mwca19

Top Hashtags in Tweet in G9:
[1] mwc19
[1] mwca19

Top Hashtags in Tweet in G10:
[1] mwc19
[1] mwca19

Top Words
Top Words in Tweet in Entire Graph:
[204] Words in Sentiment List#1: Positive
[118] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[12791] Non-categorized Words
[13113] Total Words
[624] mwc19
[581] gsma
[537] rtehrani
[530] mwc2019
[515] mwca19

Top Words in Tweet in G1:
[153] mwc19
[151] gsma
[139] mwc2019
[128] 5g
[120] mwca19
[112] mobile
[89] catm1
[75] nbiot
[74] iot
[69] lpwan

Top Words in Tweet in G2:
[440] rtehrani
[407] mwc19
[394] gsma
[362] mwc2019
[321] mwca19
[279] mobile
[197] 5g
[189] catm1
[123] nbiot
[116] mwc

Top Words in Tweet in G3:
[8] mwca19
[6] mwc19
[5] latest
[4] 5g
[3] rtehrani
[3] daily
[2] many
[2] advantages
[2] using
[2] laser

Top Words in Tweet in G4:
[9] rtehrani
[9] ericssondigital
[9] mwc19
[9] gsma
[8] mwca19
[6] twitter
[6] rock
[6] star
[6] evankirstel
[6] demoing

Top Words in Tweet in G5:
[25] gsma
[24] mwc19
[22] mwc2019
[21] mwca19
[20] 5g
[17] mobile
[16] rtehrani
[12] catm1
[10] iot
[10] nbiot

Top Words in Tweet in G6:
[4] 5g
[3] huawei
[3] mwca19
[2] cpe
[2] device
[2] customer
[2] premises
[2] equipment
[2] provide
[2] connectivity

Top Words in Tweet in G7:
[5] imagen
[5] barcelona
[5] mwca19
[5] falta
[5] alternativas
[5] movilidad
[5] eficiente
[5] está
[5] desesperado
[4] barcelonavtc

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[574] mwc19,gsma
[530] gsma,mwc2019
[468] mwc2019,mwca19
[394] mwca19,mobile
[296] mobile,catm1
[214] catm1,nbiot
[137] nbiot,lpwan
[119] lpwan,lora
[112] lora,iiot
[101] iiot,iot

Top Word Pairs in Tweet in G1:
[149] mwc19,gsma
[139] gsma,mwc2019
[119] mwc2019,mwca19
[105] mwca19,mobile
[89] mobile,catm1
[75] catm1,nbiot
[69] nbiot,lpwan
[65] lpwan,lora
[64] lora,iiot
[61] iiot,iot

Top Word Pairs in Tweet in G2:
[390] mwc19,gsma
[362] gsma,mwc2019
[321] mwc2019,mwca19
[267] mwca19,mobile
[189] mobile,catm1
[123] catm1,nbiot
[59] nbiot,lpwan
[53] rtehrani,5g
[51] rtehrani,huawei
[47] lpwan,lora

Top Word Pairs in Tweet in G3:
[5] mwc19,mwca19
[2] many,advantages
[2] advantages,using
[2] using,laser
[2] laser,direct
[2] direct,structuring
[2] structuring,lds
[2] lds,design
[2] design,needs
[2] needs,including

Top Word Pairs in Tweet in G4:
[9] mwc19,gsma
[6] rtehrani,twitter
[6] twitter,rock
[6] rock,star
[6] star,evankirstel
[6] evankirstel,demoing
[6] demoing,ericssondigital
[6] ericssondigital,booth
[6] booth,mwc
[6] mwc,mwc19

Top Word Pairs in Tweet in G5:
[24] mwc19,gsma
[22] gsma,mwc2019
[21] mwc2019,mwca19
[16] mwca19,mobile
[12] mobile,catm1
[10] catm1,nbiot
[9] nbiot,lpwan
[7] lpwan,lora
[7] lora,iiot
[7] iiot,iot

Top Word Pairs in Tweet in G6:
[2] cpe,device
[2] device,customer
[2] customer,premises
[2] premises,equipment
[2] equipment,provide
[2] provide,5g
[2] 5g,connectivity
[2] connectivity,home
[2] home,huawei
[2] huawei,mwca19

Top Word Pairs in Tweet in G7:
[5] imagen,barcelona
[5] barcelona,mwca19
[5] mwca19,falta
[5] falta,alternativas
[5] alternativas,movilidad
[5] movilidad,eficiente
[5] eficiente,está
[5] está,desesperado
[4] barcelonavtc,imagen
[4] desesperado,congresis

Top Replied-To
Top Replied-To in Entire Graph:
@mwc19

Top Mentioned
Top Mentioned in Entire Graph:
@gsma
@rtehrani
@iotevolution
@ericssondigital
@technology_gd
@evankirstel
@iiconsortium
@openfog
@napatech
@ribboncomm

Top Mentioned in G1:
@gsma
@rtehrani
@iotevolution
@iiconsortium
@openfog
@napatech
@idemia
@kudelski
@ericssondigital
@technology_gd

Top Mentioned in G2:
@rtehrani
@gsma
@ericssondigital
@technology_gd
@ribboncomm
@ipass
@iotevolution
@sequans
@lockheedmartin

Top Mentioned in G4:
@rtehrani
@ericssondigital
@gsma
@evankirstel
@chinaunicomglob
@ericssonna

Top Mentioned in G5:
@rtehrani
@gsma
@ocean20182018
@microlandltd
@theiotwarehouse
@technology_gd
@iotevolution
@wil_bielert
@ipass

Top Mentioned in G6:
@huawei
@opallarols
@cellnextelecom
@rtehrani
@gsma

Top Mentioned in G7:
@barcelonavtc

Top Mentioned in G8:
@janicelikes
@dorightmars
@pollypapaya

Top Mentioned in G9:
@justinstanford
@thyme_is_honey
@glamgreengirl

Top Mentioned in G10:
@kashyapnandan_
@employerbranduk
@actualizehk

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@jondknight
@evankirstel
@villamizaritpro
@calcaware
@richsimmondsza
@thomaspower
@can_ada
@stateofglobe
@openmarketingtv

Top Tweeters in G1:
@sectest9
@calcaware
@thomaspower
@openmarketingtv
@cosmunity
@serpil_ozguven
@gadiooumoul
@rtehrani
@cgtnofficial
@usatankun

Top Tweeters in G2:
@richsimmondsza
@colorstreamedia
@padididit
@thehipposhoe
@kt_corp
@sdxacademy
@fabriziobustama
@alvinfoo
@sprint
@cephalopodluke2

Top Tweeters in G3:
@villamizaritpro
@wsiabelpardo
@7gtech
@rickcrouchpi
@dubaicore
@thechangeman
@canopach
@joshyjf
@der_mora
@angelamarymay

Top Tweeters in G4:
@evankirstel
@mediapython
@black_dragon123
@nakotou31
@waleed_nohur
@edvaldez8888
@ericssondigital
@ericssonna
@5g_range
@chinaunicomglob

Top Tweeters in G5:
@wil_bielert
@zuzudotai
@theiotwarehouse
@technology_gd
@ocean20182018
@isduggan
@eli_krumova
@kapilnarwal
@microlandltd

Top Tweeters in G6:
@huawei
@cwmobil
@cellnextelecom
@opallarols
@tonyw_77

Top Tweeters in G7:
@armandjbaquero
@volanti77
@bcn_vtc
@jose_quo
@barcelonavtc

Top Tweeters in G8:
@scorpiol13
@dorightmars
@pollypapaya
@janicelikes

Top Tweeters in G9:
@thyme_is_honey
@glamgreengirl
@allure_cosmetic
@justinstanford

Top Tweeters in G10:
@kashyapnandan_
@employerbranduk
@thespacecentre
@actualizehk


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