GSMAEvents, Twitter, 3/8/2019 12:03:21 PM, 189559


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GSMAEvents_2019-03-07_18-58-49.xlsx
GSMAEvents_2019-03-07_18-58-49.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 08, 2019
Short Description:
GSMAEvents via NodeXL http://bit.ly/2Tn9jP4
@gsmaevents
@everythingrf
@gsma
@pundixlabs
@functionx_io
@zibin
@fmfrancoise
@tomar_prerit
@aerial_iot
@dailydooh

Top hashtags:
#mwc19
#m360latam
#pundix
#5g
#iot
#blockchain
#gsma
#mobile
#gsmainnovationcity
#ai

Description:
Description
The graph represents a network of 910 Twitter users whose tweets in the requested range contained "GSMAEvents", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 08 March 2019 at 02:59 UTC.

The requested start date was Thursday, 07 March 2019 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 92-day, 1-hour, 13-minute period from Saturday, 01 December 2018 at 18:16 UTC to Sunday, 03 March 2019 at 19:30 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 : 910
Unique Edges : 1966
Edges With Duplicates : 2008
Total Edges : 3974
Number of Edge Types : 3
Mentions : 3474
Tweet : 425
Replies to : 75
Self-Loops : 425
Reciprocated Vertex Pair Ratio : 0.0247334754797441
Reciprocated Edge Ratio : 0.0482729920932168
Connected Components : 18
Single-Vertex Connected Components : 13
Maximum Vertices in a Connected Component : 885
Maximum Edges in a Connected Component : 3937
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.505643
Graph Density : 0.00290501577630291
Modularity : 0.374316
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[21] https://www.everythingrf.com/events/details/231-Mobile-World-Congress-2019
[8] https://www.everythingrf.com/News/details/7639-Keysight-to-Showcase-Test-Solutions-for-5G-and-IoT-at-MWC-2019
[7] https://www.everythingrf.com/News/details/7751-Speeds-of-1-Gbps-Achieved-Using-5G-Technology-in-License-Free-60-GHz-Band
[6] https://www.aetoswire.com/news/new-gsma-report-highlights-global-role-of-intelligent-connectivity/en
[5] https://www.everythingrf.com/News/details/7742-Innovative-5G-Module-Supports-mm-Wave-Sub-6-GHz-and-LTE
[4] https://www.everythingrf.com/News/details/7745-Keysight-Demonstrates-First-5G-Smartphone-Connection
[4] https://www.everythingrf.com/News/details/7736-Keysight-Showcases-End-to-End-5G-Test-Solutions-at-MWC-2019
[4] https://www.everythingrf.com/News/details/7740-Innovative-5G-NR-OTA-Device-Testing-Solutions-at-MWC-2019
[4] https://www.everythingrf.com/News/details/7646-World-s-First-WLAN-2x2-MIMO-Signaling-Tester-for-IEEE-802-11ax
[4] https://twitter.com/gsmaevents/status/1101075945786617856

Top URLs in Tweet in G1:
[6] https://www.aetoswire.com/news/new-gsma-report-highlights-global-role-of-intelligent-connectivity/en
[2] http://r.socialstudio.radian6.com/89c43eda-bf56-4bfa-a355-9d116202130c
[2] http://r.socialstudio.radian6.com/3e30894e-0fd9-45d1-b5cd-4e6911e6be2b
[2] http://r.socialstudio.radian6.com/bad51538-cb5a-43cd-99f3-3893aa0a908b
[2] http://r.socialstudio.radian6.com/bf7aff0a-006a-479e-b0ca-22e573e58f4c
[2] http://r.socialstudio.radian6.com/017f9c7a-a11a-41d7-b480-c758310cd632
[2] http://www.paragon-testing.com/mobile-world-congress-2019-round-up/
[2] https://www.mobileworldlive.com/mobile-360-latam-2018-buenos-aires/
[2] https://www.gsma.com/newsroom/press-release/gsma-announces-nominees-for-2019-glomo-awards/
[1] https://www.aetoswire.com/ar/news/%D8%A7%D9%84%D8%AA%D9%82%D8%B1%D9%8A%D8%B1-%D8%A7%D9%84%D8%AC%D8%AF%D9%8A%D8%AF-%D9%84%D8%B1%D8%A7%D8%A8%D8%B7%D8%A9-%D8%AC%D9%8A-%D8%A5%D8%B3-%D8%A5%D9%85-%D8%A5%D9%8A%D9%87-%D9%8A%D8%A8%D8%B1%D8%B2-%D8%A7%D9%84%D8%AF%D9%88%D8%B1-%D8%A7%D9%84%D8%B9%D8%A7%D9%84%D9%85%D9%8A-%D9%84%D9%84%D8%A7%D8%AA%D8%B5%D8%A7%D9%84%D8%A7%D8%AA-%D8%A7%D9%84%D8%B0%D9%83%D9%8A%D8%A9/ar

Top URLs in Tweet in G2:
[3] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=188687
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=188832
[2] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=179155
[2] https://twitter.com/GSMAEvents/status/1069976917208637440
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=185651
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=186620
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=187637
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=188534
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=182222
[1] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=182984

Top URLs in Tweet in G3:
[21] https://www.everythingrf.com/events/details/231-Mobile-World-Congress-2019
[8] https://www.everythingrf.com/News/details/7639-Keysight-to-Showcase-Test-Solutions-for-5G-and-IoT-at-MWC-2019
[7] https://www.everythingrf.com/News/details/7751-Speeds-of-1-Gbps-Achieved-Using-5G-Technology-in-License-Free-60-GHz-Band
[5] https://www.everythingrf.com/News/details/7742-Innovative-5G-Module-Supports-mm-Wave-Sub-6-GHz-and-LTE
[4] https://www.everythingrf.com/News/details/7736-Keysight-Showcases-End-to-End-5G-Test-Solutions-at-MWC-2019
[4] https://www.everythingrf.com/News/details/7646-World-s-First-WLAN-2x2-MIMO-Signaling-Tester-for-IEEE-802-11ax
[4] https://www.everythingrf.com/News/details/7655-R-S-to-Showcase-Latest-Test-Solutions-for-5G-NR-Base-Stations-at-MWC-2019
[4] https://www.everythingrf.com/News/details/7740-Innovative-5G-NR-OTA-Device-Testing-Solutions-at-MWC-2019
[4] https://www.everythingrf.com/News/details/7745-Keysight-Demonstrates-First-5G-Smartphone-Connection
[3] https://www.everythingrf.com/News/details/7674-R-S-to-Demonstrate-IoT-Test-Senarios-for-Smart-Cities-at-MWC-2019

Top URLs in Tweet in G4:
[2] https://twitter.com/GSMAEvents/status/1093086930512818176

Top URLs in Tweet in G5:
[1] http://aka.tv/

Top URLs in Tweet in G7:
[2] https://twitter.com/gsmaevents/status/1099927842907934720

Top URLs in Tweet in G8:
[1] https://twitter.com/GSMAEvents/status/1069976917208637440
[1] https://titusklein.com/
[1] https://twitter.com/GSMAEvents/status/1082702249250484224
[1] https://twitter.com/GSMAEvents/status/1081898442203545603
[1] http://r.socialstudio.radian6.com/77e39b0b-ece4-4a2f-98ab-526c6c4b83bb
[1] https://twitter.com/gsmaevents/status/1098205791956410368
[1] https://twitter.com/gsmaevents/status/1099900790574063616
[1] http://r.socialstudio.radian6.com/2bef2b68-b238-4199-92e6-d1569c7d56b2
[1] https://twitter.com/GSMAEvents/status/1099984744316653568
[1] https://twitter.com/GSMAEvents/status/1099973427744641024

Top URLs in Tweet in G9:
[4] https://www.mobile360series.com/latin-america/agenda/sessions/artificial-intelligence-economic-opportunities-and-societal-impact/

Top Domains
Top Domains in Tweet in Entire Graph:
[565] radian6.com
[136] everythingrf.com
[60] twitter.com
[18] nodexlgraphgallery.org
[8] aetoswire.com
[7] gophotonics.com
[5] mwcbarcelona.com
[5] mobileworldlive.com
[4] mobile360series.com
[3] co.uk

Top Domains in Tweet in G1:
[563] radian6.com
[19] twitter.com
[8] aetoswire.com
[4] mobileworldlive.com
[3] gsma.com
[3] paragon-testing.com
[2] mwcbarcelona.com
[1] syniverse.com
[1] youtube.com
[1] cloudwedge.com

Top Domains in Tweet in G2:
[17] nodexlgraphgallery.org
[5] twitter.com
[2] mwcbarcelona.com
[1] medium.com
[1] mobileworldlive.com
[1] 4yfn.com
[1] everythingrf.com
[1] instagram.com
[1] youtube.com
[1] ebay.com

Top Domains in Tweet in G3:
[135] everythingrf.com
[9] twitter.com
[3] co.uk
[1] nodexlgraphgallery.org
[1] gophotonics.com
[1] ioteventshub.com

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

Top Domains in Tweet in G5:
[1] aka.tv

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

Top Domains in Tweet in G8:
[9] twitter.com
[2] radian6.com
[1] titusklein.com
[1] instagram.com

Top Domains in Tweet in G9:
[4] mobile360series.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[933] mwc19
[225] m360latam
[209] pundix
[167] 5g
[164] iot
[130] blockchain
[120] gsma
[88] mobile
[84] gsmainnovationcity
[56] ai



Top Hashtags in Tweet in G1:
[658] mwc19
[99] iot
[91] 5g
[76] gsma
[68] gsmainnovationcity
[61] mobile
[42] ai
[35] m360latam
[34] mobileconnect
[33] rcs

Top Hashtags in Tweet in G2:
[207] pundix
[183] m360latam
[121] blockchain
[37] mwc19
[21] argentina
[19] latam
[17] iot
[16] gsma
[15] 5g
[14] mobile

Top Hashtags in Tweet in G3:
[131] mwc19
[44] 5g
[35] iot
[21] mwc
[19] barcelona
[18] gsma
[17] live
[16] newproduct
[15] eventcoverage
[10] testmeasurement

Top Hashtags in Tweet in G4:
[35] mwc19
[10] gsmainnovationcity
[9] gsma
[5] mobile
[4] 5g
[3] women4tech
[3] rcs
[3] identity
[3] iot
[3] ai

Top Hashtags in Tweet in G5:
[5] mwc19
[5] ff

Top Hashtags in Tweet in G6:
[4] mwc19

Top Hashtags in Tweet in G7:
[2] mwc19
[1] mwc20mp
[1] superonline
[1] btk

Top Hashtags in Tweet in G8:
[19] mwc19
[13] gsmaevents
[12] barcelona
[11] gastronomía
[11] technology
[10] carnes
[10] food
[9] telecommunications
[8] mobileworldcongress2019
[6] restauranteañoslocos

Top Hashtags in Tweet in G9:
[5] gsmalatam

Top Hashtags in Tweet in G10:
[5] mwc19
[4] app
[1] mwc19barcelona
[1] mwc
[1] mobilepayments
[1] mobileapps
[1] mobile
[1] future
[1] apps

Top Words
Top Words in Tweet in Entire Graph:
[819] Words in Sentiment List#1: Positive
[202] Words in Sentiment List#2: Negative
[6] Words in Sentiment List#3: Angry/Violent
[39147] Non-categorized Words
[40168] Total Words
[942] mwc19
[796] gsmaevents
[551] gsma
[461] more
[314] pundixlabs

Top Words in Tweet in G1:
[664] mwc19
[323] more
[249] here
[214] out
[213] gsmaevents
[195] find
[192] barcelona
[168] mobile
[149] gsma
[147] industry

Top Words in Tweet in G2:
[310] pundixlabs
[310] zibin
[268] gsmaevents
[259] gsma
[255] ceo
[255] co
[255] founder
[212] blockchain
[209] pundix
[183] m360latam

Top Words in Tweet in G3:
[136] gsmaevents
[132] mwc19
[116] 5g
[104] more
[100] gsma
[97] read
[87] mwc
[80] everythingrf
[57] iot
[57] 2019

Top Words in Tweet in G4:
[86] gsmaevents
[35] mwc19
[22] leaders
[17] more
[17] industry
[14] gsma
[14] mwc
[13] 2019
[13] keynote
[12] barcelona

Top Words in Tweet in G5:
[5] mwc19
[5] ff
[5] suggestions
[5] alecsocial
[5] claudiomkd
[5] dez_blanchfield
[5] glengilmore
[5] gsma
[5] gsmaevents
[5] heavenandman

Top Words in Tweet in G6:
[11] gsmaevents
[8] ericsson
[8] seankinneyrcr
[7] dell
[5] sleep
[4] mwc19
[4] excited
[3] m
[3] start
[3] shaved

Top Words in Tweet in G7:
[7] gsmaeurope
[7] gsmaevents
[6] gsmapolicy
[6] gsmaafrica
[6] gsmaapac
[6] gsmamobilemoney
[6] gsmam4d
[4] done
[4] everyone
[4] great

Top Words in Tweet in G8:
[20] mwc19
[16] gsmaevents
[15] barcelona
[12] technology
[11] gastronomía
[10] carnes
[10] food
[9] telecommunications
[8] mobileworldcongress2019
[6] restauranteañoslocos

Top Words in Tweet in G9:
[9] gsmaevents
[5] placer
[5] haber
[5] sido
[5] parte
[5] panel
[5] inteligencia
[5] artificial
[5] evento
[5] gsma

Top Words in Tweet in G10:
[12] mobile
[8] syntonicinc
[8] syntonic
[8] ceo
[8] garygreenbaum
[8] business
[8] models
[8] mef
[8] gsmaevents
[8] future

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[315] gsma,gsmaevents
[256] ceo,co
[256] co,founder
[256] founder,zibin
[172] mobile360,series
[172] m360latam,gsma
[171] dec,4
[171] 4,ceo
[171] zibin,introduce
[171] introduce,pundix

Top Word Pairs in Tweet in G1:
[158] find,out
[144] out,more
[125] mwc,barcelona
[121] barcelona,2019
[93] more,here
[77] here,mwc19
[46] during,mwc19
[44] industry,leaders
[40] mobile,industry
[34] mwc19,find

Top Word Pairs in Tweet in G2:
[255] ceo,co
[255] co,founder
[255] founder,zibin
[221] gsma,gsmaevents
[171] mobile360,series
[170] dec,4
[170] 4,ceo
[170] zibin,introduce
[170] introduce,pundix
[170] pundix,technology

Top Word Pairs in Tweet in G3:
[97] read,more
[57] gsma,gsmaevents
[45] mwc,2019
[41] 2019,read
[24] new,product
[24] product,launch
[24] launch,mwc19
[23] gsmaevents,mwc19
[23] see,detailed
[20] detailed,info

Top Word Pairs in Tweet in G4:
[12] mwc,barcelona
[12] barcelona,2019
[9] industry,leaders
[9] senior,leaders
[8] gsmaevents,industry
[7] keynote,stage
[7] daimler,mercedesbenz
[7] gsmaevents,join
[6] take,keynote
[5] leaders,eu_commission

Top Word Pairs in Tweet in G5:
[5] mwc19,ff
[5] ff,suggestions
[5] suggestions,alecsocial
[5] alecsocial,claudiomkd
[5] claudiomkd,dez_blanchfield
[5] dez_blanchfield,glengilmore
[5] glengilmore,gsma
[5] gsma,gsmaevents
[5] gsmaevents,heavenandman
[5] heavenandman,katevvi

Top Word Pairs in Tweet in G6:
[7] dell,ericsson
[6] gsmaevents,dell
[5] seankinneyrcr,gsmaevents
[3] m,excited
[3] excited,mwc19
[3] mwc19,start
[3] start,sleep
[3] sleep,shaved
[3] shaved,steamed
[3] steamed,shirt

Top Word Pairs in Tweet in G7:
[6] gsmaafrica,gsmaeurope
[6] gsmaeurope,gsmaapac
[6] gsmaapac,gsmaevents
[6] gsmaevents,gsmamobilemoney
[4] gsmapolicy,gsmaafrica
[4] gsmamobilemoney,gsmam4d
[3] telenorgroup,gsmapolicy
[2] gsmam4d,congrats
[2] congrats,hard
[2] gsmapolicy,gsmam4d

Top Word Pairs in Tweet in G8:
[11] gsmaevents,mwc19
[10] gastronomía,carnes
[8] carnes,food
[6] restauranteañoslocos,gastronomía
[6] restaurant,barcelona
[6] barcelona,gsmaevents
[6] mwc19,telecommunications
[6] telecommunications,technology
[5] restaurantelosañoslocos,gastronomía
[5] restaurante,gsmaevents

Top Word Pairs in Tweet in G9:
[5] placer,haber
[5] haber,sido
[5] sido,parte
[5] parte,panel
[5] panel,inteligencia
[5] inteligencia,artificial
[5] artificial,evento
[5] evento,gsma
[5] gsma,latam
[5] latam,gsmalatam

Top Word Pairs in Tweet in G10:
[8] syntonic,ceo
[8] ceo,garygreenbaum
[8] mobile,business
[8] business,models
[7] mef,gsmaevents
[7] future,mobile
[6] syntonicinc,syntonic
[4] garygreenbaum,describing
[4] describing,evolving
[4] evolving,mobile

Top Replied-To
Top Replied-To in Entire Graph:
@gsmaevents
@casa_systems
@pundixlabs
@seankinneyrcr
@gsmalatam
@europeansting
@everythingrf
@gsmapolicy
@uriondo
@alsancakmne

Top Replied-To in G1:
@gsmaevents
@uriondo
@orange
@huawei
@movistararg

Top Replied-To in G2:
@casa_systems
@pundixlabs
@gsmalatam
@chelsea_star_10
@alsancakmne
@functionx_io
@ghostride84
@tynmagazine
@rockhopper_scot
@sebmcabello

Top Replied-To in G3:
@gsmaevents
@everythingrf

Top Replied-To in G4:
@europeansting
@gsmaevents

Top Replied-To in G6:
@seankinneyrcr
@fmfrancoise
@casa_systems

Top Replied-To in G7:
@gsmapolicy
@telenorgroup
@mobileworldlive

Top Mentioned
Top Mentioned in Entire Graph:
@gsmaevents
@gsma
@zibin
@pundixlabs
@functionx_io
@everythingrf
@huawei
@microsoft
@bnetwork_
@sierrawireless

Top Mentioned in G1:
@gsmaevents
@gsma
@bnetwork_
@taxi_tomasa
@microsoft
@huawei
@mobileworldlive
@telefonica
@turkcell
@telekom_group

Top Mentioned in G2:
@zibin
@pundixlabs
@gsmaevents
@gsma
@functionx_io
@fmfrancoise
@jmohara
@gs
@hanbonjovi
@aerial_iot

Top Mentioned in G3:
@gsmaevents
@gsma
@everythingrf
@rohdeschwarz
@sierrawireless
@arduino
@keysight
@keysightnews
@huawei
@hubraum

Top Mentioned in G4:
@gsmaevents
@cisco
@i_amthecode
@microsoft
@daimler
@mercedesbenz
@eu_commission
@utterberry
@europeanunion
@singtel

Top Mentioned in G5:
@alecsocial
@claudiomkd
@dez_blanchfield
@glengilmore
@gsma
@gsmaevents
@heavenandman
@katevvi
@dailydooh
@mi

Top Mentioned in G6:
@gsmaevents
@ericsson
@dell
@gsma
@seankinneyrcr
@whippet5g
@sprintcto
@kore_wireless
@mobileworldlive
@cgomara

Top Mentioned in G7:
@gsmaeurope
@gsmaevents
@gsmaafrica
@gsmaapac
@gsmamobilemoney
@gsmam4d
@gsmapolicy
@kaan_terzioglu
@telenorgroup
@cvllr

Top Mentioned in G9:
@gsmaevents
@ibmwatson
@ibmargentina
@jmctw
@msftargentina
@redhargentina
@eglinsky

Top Mentioned in G10:
@syntonicinc
@garygreenbaum
@mef
@gsmaevents
@amazon
@orange
@boku_identity
@wikimedia
@timgreen64

Top Tweeters
Top Tweeters in Entire Graph:
@movistararg
@vodafonein
@sectest9
@o2
@virgintrains
@evankirstel
@safaricomplc
@telstra
@ottlegalrebels
@chidambara09

Top Tweeters in G1:
@movistararg
@o2
@virgintrains
@telstra
@chidambara09
@listek4
@tmobile
@sncf
@htc
@megafonru

Top Tweeters in G2:
@pyramidhead76
@santchiweb
@fmfrancoise
@pablobello
@trueschoolvince
@angelinux3000
@freedomprogramm
@kyoshiro7904
@tynmagazine
@jcrettaz

Top Tweeters in G3:
@u_akihiro
@jacobussystems
@zuzudotai
@smartecocity
@nokia
@samsungus
@humansanalytics
@s51517765
@amruthasuri
@nokianetworks

Top Tweeters in G4:
@calcaware
@arichduvet
@etisalat
@un
@mercedesbenz
@sprint
@rakutenjp
@eu_commission
@sareenadat
@arm

Top Tweeters in G5:
@richsimmondsza
@colorstreamedia
@padididit
@thehipposhoe
@xataka
@dez_blanchfield
@tamaramccleary
@glengilmore
@ronald_vanloon
@dailydooh

Top Tweeters in G6:
@evankirstel
@kevin_jackson
@dell
@dougontech
@hugoallanmori
@ericsson
@billho888
@whippet5g
@kore_wireless
@suemarek

Top Tweeters in G7:
@jawadabbassi
@gsmam4d
@kaan_terzioglu
@gsmamobilemoney
@data4sdgs
@telenorgroup
@hkansu
@cvllr
@gsmapolicy
@matsgranryd

Top Tweeters in G8:
@sara8smiles
@hackerspacetech
@speechfree911
@pallavi2
@anas_kh74
@brastorne
@maurocastro1301
@umbertocorponi
@euaztec
@losanyoslocos

Top Tweeters in G9:
@hcuervo
@ibmargentina
@ibmwatson
@msftargentina
@diegobek
@eglinsky
@danyguzman01
@saconicolas
@jmctw
@rodrigdani

Top Tweeters in G10:
@amazon
@mef
@wikimedia
@timgreen64
@smithbrisbane
@rcidale
@boku_identity
@syntonicinc
@jayson_bangit
@clintonsimpson8


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