#InternetForTheFuture, Twitter, 12/12/2019 4:56:09 PM, 218740


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#InternetForTheFuture_2019-12-12_08-40-39.xlsx
#InternetForTheFuture_2019-12-12_08-40-39.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
December 12, 2019
Short Description:
#InternetForTheFuture via NodeXL http://bit.ly/2RKtEfh
@cisco
@chuckrobbins
@jonathandavidsn
@ciscosp360
@matteastwood
@davidgoeckeler
@chintancsco
@cisco_la
@learningatcisco
@ghasslababidi

Top hashtags:
#internetforthefuture
#5g
#internet
#cisco
#siliconone

Description:
Description
The graph represents a network of 677 Twitter users whose recent tweets contained "#InternetForTheFuture", 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 Thursday, 12 December 2019 at 16:47 UTC.

The tweets in the network were tweeted over the 1-day, 23-hour, 2-minute period from Tuesday, 10 December 2019 at 17:35 UTC to Thursday, 12 December 2019 at 16:38 UTC.

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 : 677
Unique Edges : 1421
Edges With Duplicates : 1250
Total Edges : 2671
Self-Loops : 236
Reciprocated Vertex Pair Ratio : 0.0149625935162095
Reciprocated Edge Ratio : 0.0294840294840295
Connected Components : 91
Single-Vertex Connected Components : 78
Maximum Vertices in a Connected Component : 565
Maximum Edges in a Connected Component : 2543
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.445553
Graph Density : 0.00355728807041158
Modularity : 0.309405
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 677 Twitter users whose recent tweets contained "#InternetForTheFuture", 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 Thursday, 12 December 2019 at 16:47 UTC.

The tweets in the network were tweeted over the 1-day, 23-hour, 2-minute period from Tuesday, 10 December 2019 at 17:35 UTC to Thursday, 12 December 2019 at 16:38 UTC.

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 : #InternetForTheFuture
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:
[42] https://twitter.com/zkerravala/status/1204821917275836417
[24] https://twitter.com/gerri_elliott/status/1204831551889928192
[10] https://expansion.mx/tecnologia/2019/12/11/cisco-revela-el-abc-del-internet-hacia-2025
[9] https://www.cisco.com/c/en/us/about/bridge-to-possible.html?CAMPAIGN=NBT-07%2BNetworking&country_site=SE&position=social%2Bmedia%2Borganic&referring_site=LINKEDIN_COMPANY&creative=cisco%2B%2B%2B&postid=2924077474&keycode=001214193
[8] https://newsroom.cisco.com/press-release-content?type=webcontent&articleId=2039386
[7] https://www.cisco.com/c/en/us/about/internet-building-blocks.html
[6] https://www.forbes.com/sites/moorinsights/2019/12/11/cisco-systems-goes-big-on-the-next-internet/#4b54854232a3
[6] https://news-blogs.cisco.com/americas/es/2019/12/11/cisco-presenta-plan-para-la-construccion-de-internet-para-la-proxima-decada-de-innovacion-digital/
[6] https://blogs.cisco.com/sp/one-silicon-one-experience-multiple-roles
[6] https://blogs.cisco.com/news/future-of-the-internet-its-here?dtid=esotwt000260

Top URLs in Tweet in G1:
[7] https://twitter.com/gerri_elliott/status/1204831551889928192
[4] https://newsroom.cisco.com/press-release-content?type=webcontent&articleId=2039386
[3] https://www.cisco.com/c/en/us/about/internet-building-blocks.html
[2] https://twitter.com/zkerravala/status/1204821917275836417
[2] https://www.linkedin.com/slink?code=dR4bgS8
[1] https://www.cisco.com/c/en/us/about/bridge-to-possible.html?dtid=esofbk000687&CAMPAIGN=IA-12+Bridge+Brand+Assets&Country_Site=GL&POSITION=Social%2BMedia&REFERRING_SITE=Twitter&CREATIVE=Cisco%2B%2BImage
[1] https://blogs.cisco.com/sp/one-silicon-one-experience-multiple-roles?dtid=eso&CAMPAIGN=Corporate+Communications&Country_Site=GL&POSITION=Social%2BMedia&REFERRING_SITE=Twitter&CREATIVE=Cisco%2B%2BBlog%2BGC+-+Networking%2BGC+-+Inclusive+Future%2BGC+-+Bridge+to+Possible
[1] https://blogs.cisco.com/sp/optics-fundamental-to-build-the-internet-for-the-future?dtid=esotwt000260&CAMPAIGN=Corporate+Communications&Country_Site=GL&POSITION=Social%2BMedia&REFERRING_SITE=Twitter&CREATIVE=Cisco%2B%2BBlog%2BGC+-+Networking%2BGC+-+Inclusive+Future%2BGC+-+Bridge+to+Possible
[1] https://cisco.com/go/futureofinternet?CAMPAIGN=Corporate+Communications&Country_Site=GL&POSITION=Social%2BMedia&REFERRING_SITE=Twitter&CREATIVE=Cisco%2B%2BGC+-+Inclusive+Future
[1] https://blogs.cisco.com/news/future-of-the-internet-its-here?dtid=esotwt000260&CAMPAIGN=Corporate+Communications&Country_Site=GL&POSITION=Social%2BMedia&REFERRING_SITE=Twitter&CREATIVE=Cisco%2B%2BGC+-+Networking%2BGC+-+Bridge+to+Possible

Top URLs in Tweet in G2:
[19] https://twitter.com/zkerravala/status/1204821917275836417
[1] https://news-blogs.cisco.com/emear/fr/2019/12/11/cisco-devoile-son-ambition-pour-faconner-linternet-des-dix-prochaines-annees-au-service-de-linnovation-numerique/
[1] http://out.faveeo.com/?url=https://blogs.cisco.com/news/future-of-the-internet-its-here&vertical=5g-mobile-news&lang=en&family=en
[1] https://t.co/pKoqDccfvl
[1] https://blogs.cisco.com/news/future-of-the-internet-its-here?dtid=esotwt000260&CAMPAIGN=NB-06+Network+Buyer+Program&Country_Site=us&POSITION=Social%2BMedia&REFERRING_SITE=Twitter&CREATIVE=Cisco_Mobility
[1] https://www.linkedin.com/slink?code=eF2gbkX
[1] https://www.linkedin.com/slink?code=fGhXjCm
[1] https://www.linkedin.com/slink?code=f28D4-Z
[1] https://www.linkedin.com/slink?code=fQkVF6P
[1] https://www.linkedin.com/slink?code=fkM2tBQ

Top URLs in Tweet in G3:
[5] https://twitter.com/zkerravala/status/1204821917275836417
[3] https://www.ilsole24ore.com/art/un-nuovo-chip-superpotente-ridisegnare-l-architettura-rete-internet-ACJZQz4
[3] https://blogs.cisco.com/news/future-of-the-internet-its-here?dtid=esotwt000260
[3] https://twitter.com/gerri_elliott/status/1204831551889928192
[2] https://www.cisco.com/c/en/us/about/bridge-to-possible.html?CAMPAIGN=IA-12+Bridge+Brand+Assets&Country_Site=GL&POSITION=Social%2BMedia&REFERRING_SITE=Facebook&CREATIVE=Future+of+the+Internet%2BCisco+Service+Provider%2BImage&dtid=esofbk000687
[2] https://t.co/pKoqDccfvl
[2] https://blogs.cisco.com/news/future-of-the-internet-its-here?dtid=esotwt000260&CAMPAIGN=Corporate+Communications&Country_Site=GL&POSITION=Social%2BMedia&REFERRING_SITE=Twitter&CREATIVE=Cisco%2B%2BGC+-+Networking%2BGC+-+Bridge+to+Possible
[1] https://blogs.cisco.com/sp/optics-fundamental-to-build-the-internet-for-the-future
[1] https://twitter.com/CiscoItalia/status/1205083879410937862
[1] https://blogs.cisco.com/news/future-of-the-internet-its-here?dtid=esotwt000260&CAMPAIGN=NB-06+Network+Buyer+Program&Country_Site=us&POSITION=Social%2BMedia&REFERRING_SITE=Twitter&CREATIVE=CiscoEnterprise

Top URLs in Tweet in G4:
[3] https://www.cisco.com/c/en/us/about/internet-building-blocks.html
[2] https://twitter.com/Cisco/status/1204477886624870400
[2] https://twitter.com/davidgoeckeler/status/1204825044783783936
[2] https://newsroom.cisco.com/press-release-content?type=webcontent&articleId=2039386
[2] https://twitter.com/Stelow/status/1204817931445555200
[2] https://goo.gl/AeifCg
[1] https://twitter.com/Miyuki_Suzuki1/status/1204629577609252864
[1] https://www.cisco.com/c/en/us/solutions/service-provider/innovation/silicon-one.html
[1] https://www.linkedin.com/slink?code=e-G3GNY
[1] https://www.linkedin.com/slink?code=eaq4PX4

Top URLs in Tweet in G5:
[9] https://twitter.com/gerri_elliott/status/1204831551889928192
[9] https://twitter.com/zkerravala/status/1204821917275836417
[2] https://www.cisco.com/c/en/us/about/bridge-to-possible.html?CAMPAIGN=NBT-07%2BNetworking&country_site=SE&position=social%2Bmedia%2Borganic&referring_site=LINKEDIN_COMPANY&creative=cisco%2B%2B%2B&postid=2924077474&keycode=001214193
[2] https://twitter.com/cisco/status/1204816367494606849
[2] https://www.cisco.com/c/en/us/about/bridge-to-possible.html?CAMPAIGN=IA-12+Bridge+Brand+Assets&Country_Site=GL&POSITION=Social%2BMedia&REFERRING_SITE=Facebook&CREATIVE=Future+of+the+Internet%2BCisco+Service+Provider%2BImage&dtid=esofbk000687
[2] https://twitter.com/ChuckRobbins/status/1204822077938655233
[1] https://www.linkedin.com/slink?code=gmqTBsU
[1] http://www.investor.cisco.com
[1] https://www.linkedin.com/slink?code=eQkUY2G
[1] https://blogs.cisco.com/sp/optics-fundamental-to-build-the-internet-for-the-future?dtid=esotwt000260&CAMPAIGN=Corporate+Communications&Country_Site=GL&POSITION=Social%2BMedia&REFERRING_SITE=Twitter&CREATIVE=Cisco%2B%2BBlog%2BGC+-+Networking%2BGC+-+Inclusive+Future%2BGC+-+Bridge+to+Possible

Top URLs in Tweet in G6:
[7] https://www.cisco.com/c/en/us/about/bridge-to-possible.html?CAMPAIGN=NBT-07%2BNetworking&country_site=SE&position=social%2Bmedia%2Borganic&referring_site=LINKEDIN_COMPANY&creative=cisco%2B%2B%2B&postid=2924077474&keycode=001214193
[3] https://twitter.com/gerri_elliott/status/1204831551889928192
[3] https://twitter.com/zkerravala/status/1204821917275836417
[2] http://out.faveeo.com/?url=https://investor.cisco.com/news/news-details/2019/Cisco-Unveils-Plan-for-Building-Internet-for-the-Next-Decade-of-Digital-Innovation/default.aspx&vertical=it-trends&lang=en&family=en
[2] https://newsroom.cisco.com/press-release-content?type=webcontent&articleId=2039386
[1] https://blogs.cisco.com/news/future-of-the-internet-its-here
[1] https://twitter.com/cisco/status/1204816367494606849
[1] https://investor.cisco.com/news/news-details/2019/Cisco-Unveils-Plan-for-Building-Internet-for-the-Next-Decade-of-Digital-Innovation/default.aspx
[1] https://twitter.com/zkerravala/status/1204830883380789248
[1] https://twitter.com/frankatsoudas/status/1204848566977617926

Top URLs in Tweet in G7:
[3] https://www.forbes.com/sites/moorinsights/2019/12/11/cisco-systems-goes-big-on-the-next-internet/#4b54854232a3
[2] https://twitter.com/bobodtech/status/1204819885349433345
[2] https://twitter.com/Cisco/status/1204816367494606849
[1] https://www.cisco.com/c/en/us/about/bridge-to-possible.html?CAMPAIGN=IA-12+Bridge+Brand+Assets&Country_Site=GL&POSITION=Social%2BMedia&REFERRING_SITE=Twitter&CREATIVE=Future+of+the+Internet%2BCiscoSP360%2BImage&dtid=esotwt000686
[1] https://blogs.cisco.com/sp/one-silicon-one-experience-multiple-roles?CAMPAIGN=IA-12+Bridge+Brand+Assets&Country_Site=GL&POSITION=Social%2BMedia&REFERRING_SITE=Twitter&CREATIVE=%23InternetForTheFuture%2BCiscoSP360%2BBlog&dtid=esotwt000686
[1] https://blogs.cisco.com/sp/optics-fundamental-to-build-the-internet-for-the-future?CAMPAIGN=IA-12+Bridge+Brand+Assets&Country_Site=GL&POSITION=Social%2BMedia&REFERRING_SITE=Twitter&CREATIVE=%23InternetForTheFuture%2BCiscoSP360%2BBlog&dtid=esotwt000686
[1] https://www.forbes.com/sites/moorinsights/2019/12/11/cisco-systems-goes-big-on-the-next-internet#4b8534dc778e
[1] https://blogs.cisco.com/news/future-of-the-internet-its-here
[1] https://twitter.com/DavidGoeckeler/status/1204800123336720386
[1] https://blogs.cisco.com/sp/cisco-goes-sonic-on-new-networking-platforms

Top URLs in Tweet in G8:
[9] https://expansion.mx/tecnologia/2019/12/11/cisco-revela-el-abc-del-internet-hacia-2025
[5] https://news-blogs.cisco.com/americas/es/2019/12/11/cisco-presenta-plan-para-la-construccion-de-internet-para-la-proxima-decada-de-innovacion-digital/
[3] http://www.itsitio.com/
[2] https://www.itsitio.com/us/cisco-lanza-semiconductor-mas-ambicioso-la-industria-se-prepara-la-internet-del-futuro/
[1] https://twitter.com/zkerravala/status/1204821917275836417
[1] https://instagram.com/itsitio

Top URLs in Tweet in G9:
[1] https://twitter.com/matteastwood/status/1204827229449904128

Top URLs in Tweet in G10:
[4] https://innovadores.larazon.es/es/cisco-se-gana-a-google-facebook-con-sus-primeros-chips-propios-para-routers/
[2] https://twitter.com/aiglesiasfraga/status/1204815918942961664
[1] https://twitter.com/Cisco/status/1204477886624870400
[1] https://twitter.com/zkerravala/status/1204821917275836417

Top Domains
Top Domains in Tweet in Entire Graph:
[122] twitter.com
[91] cisco.com
[61] linkedin.com
[10] expansion.mx
[8] forbes.com
[5] itsitio.com
[5] larazon.es
[3] ilsole24ore.com
[3] faveeo.com
[3] t.co

Top Domains in Tweet in G1:
[16] cisco.com
[15] twitter.com
[2] medium.com
[2] linkedin.com
[1] threadreaderapp.com
[1] com.my
[1] media-outreach.com
[1] expansion.mx
[1] cvedetails.com
[1] bizjournals.com

Top Domains in Tweet in G2:
[20] twitter.com
[5] linkedin.com
[2] cisco.com
[1] faveeo.com
[1] t.co

Top Domains in Tweet in G3:
[16] cisco.com
[11] twitter.com
[3] ilsole24ore.com
[2] t.co
[2] linkedin.com
[1] forbes.com

Top Domains in Tweet in G4:
[47] linkedin.com
[16] twitter.com
[11] cisco.com
[2] goo.gl
[1] knightcolumbia.org
[1] fiercetelecom.com
[1] internetjurisdiction.net
[1] brightcove.net

Top Domains in Tweet in G5:
[24] twitter.com
[15] cisco.com
[2] linkedin.com
[1] medium.com
[1] webex.com
[1] forbes.com
[1] larazon.es

Top Domains in Tweet in G6:
[13] twitter.com
[12] cisco.com
[2] faveeo.com
[1] co.za

Top Domains in Tweet in G7:
[10] cisco.com
[6] twitter.com
[5] forbes.com
[1] bizjournals.com

Top Domains in Tweet in G8:
[9] expansion.mx
[5] cisco.com
[5] itsitio.com
[1] twitter.com
[1] instagram.com

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

Top Domains in Tweet in G10:
[4] larazon.es
[4] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[865] internetforthefuture
[95] 5g
[56] internet
[42] cisco
[33] siliconone
[24] wearecisco
[24] ciscoinnovation
[23] hardwarematters
[23] strongfoundation
[16] innovation



Top Hashtags in Tweet in G1:
[78] internetforthefuture
[9] internet
[6] wearecisco
[6] innovation
[6] cio
[5] network
[4] 5g
[3] sonic
[2] datacenters
[2] siliconone

Top Hashtags in Tweet in G2:
[66] internetforthefuture
[28] 5g
[4] cisco
[3] internet
[2] innovation
[2] wearecisco
[1] ciscosiliconone
[1] thenextera
[1] ciscoinnovation
[1] technology

Top Hashtags in Tweet in G3:
[56] internetforthefuture
[13] 5g
[1] internet
[1] ciscosiliconone
[1] ciscoinnovation
[1] hardwarematters
[1] strongfoundation
[1] ciscochampion
[1] technology
[1] wifi6

Top Hashtags in Tweet in G4:
[92] internetforthefuture
[7] cisco
[3] wearecisco
[3] 5g
[3] timepersonoftheyear2019
[3] ciscosiliconone
[2] internet
[2] christmas
[2] wednesdaywisdom
[2] wednesdaymotivation

Top Hashtags in Tweet in G5:
[150] internetforthefuture
[13] internet
[13] cisco
[13] 5g
[9] wearecisco
[4] silicon
[3] partners
[1] cloud
[1] technology
[1] microsoft

Top Hashtags in Tweet in G6:
[161] internetforthefuture
[12] internet
[10] 5g
[9] cisco
[5] innovation
[5] wifi6
[5] cloud
[4] technology
[2] bridgetopossible
[2] ai

Top Hashtags in Tweet in G7:
[110] internetforthefuture
[22] ciscoinnovation
[22] hardwarematters
[22] strongfoundation
[21] siliconone
[13] internet
[8] 5g
[5] cisco8000
[4] transformoptics
[4] cisco

Top Hashtags in Tweet in G8:
[26] internetforthefuture
[10] siliconone
[1] internet
[1] 5g
[1] series8000
[1] sfo
[1] stories

Top Hashtags in Tweet in G9:
[29] internetforthefuture
[1] spellcheckforthefuture
[1] reinvent

Top Hashtags in Tweet in G10:
[16] internetforthefuture
[1] 5g
[1] wifi6

Top Words
Top Words in Tweet in Entire Graph:
[1170] Words in Sentiment List#1: Positive
[163] Words in Sentiment List#2: Negative
[1] Words in Sentiment List#3: Angry/Violent
[30063] Non-categorized Words
[31396] Total Words
[1455] #internetforthefuture
[1112] cisco
[648] internet
[520] new
[341] silicon

Top Words in Tweet in G1:
[185] #internetforthefuture
[148] cisco
[121] internet
[74] silicon
[64] new
[61] future
[52] one
[44] today
[42] architecture
[39] re

Top Words in Tweet in G2:
[122] #internetforthefuture
[74] cisco
[65] chuckrobbins
[61] new
[56] internet
[47] build
[47] era
[30] here
[28] #5g
[27] industry

Top Words in Tweet in G3:
[166] cisco
[162] #internetforthefuture
[136] internet
[104] new
[74] jonathandavidsn
[63] today
[60] details
[57] s
[57] innovations
[53] shares

Top Words in Tweet in G4:
[92] #internetforthefuture
[39] cisco
[37] internet
[26] digital
[25] new
[25] innovation
[22] next
[21] networking
[18] silicon
[15] decade

Top Words in Tweet in G5:
[293] #internetforthefuture
[202] cisco
[129] internet
[109] new
[75] davidgoeckeler
[66] one
[56] silicon
[53] here
[53] s
[49] chuckrobbins

Top Words in Tweet in G6:
[199] #internetforthefuture
[159] cisco
[53] silicon
[47] new
[46] internet
[35] one
[29] today
[25] chuckrobbins
[24] facebook
[23] comcast

Top Words in Tweet in G7:
[160] #internetforthefuture
[128] cisco
[61] new
[52] silicon
[47] internet
[39] today
[33] one
[27] ciscosp360
[25] davidgoeckeler
[22] optics

Top Words in Tweet in G8:
[46] #internetforthefuture
[39] cisco
[28] internet
[17] cisco_la
[11] futuro
[10] gran
[10] más
[10] #siliconone
[9] detalles
[9] revela

Top Words in Tweet in G9:
[46] #internetforthefuture
[34] cisco
[26] silicon
[15] more
[11] event
[11] optics
[10] innovation
[10] infrastructure
[9] data
[9] needs

Top Words in Tweet in G10:
[33] cisco
[33] #internetforthefuture
[19] innovadores_inn
[19] larazon_es
[14] sobre
[13] silicio
[11] golpe
[10] vivo
[9] chip
[9] info

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[175] cisco,#internetforthefuture
[147] silicon,one
[146] internet,future
[127] cisco,s
[119] cisco,silicon
[108] #internetforthefuture,here
[95] details,cisco
[90] re,introducing
[90] new,internet
[88] introducing,new

Top Word Pairs in Tweet in G1:
[59] internet,future
[31] silicon,one
[30] re,introducing
[28] cisco,silicon
[25] built,internet
[25] internet,now
[25] now,re
[25] introducing,new
[25] new,engine
[25] engine,drive

Top Word Pairs in Tweet in G2:
[30] chuckrobbins,#internetforthefuture
[28] new,internet
[27] #internetforthefuture,here
[26] cisco,#internetforthefuture
[26] dedicated,transforming
[26] transforming,industry
[26] industry,build
[26] build,new
[26] internet,#5g
[26] #5g,era

Top Word Pairs in Tweet in G3:
[60] details,cisco
[55] cisco,s
[55] cisco,innovations
[53] s,jonathandavidsn
[53] jonathandavidsn,shares
[53] shares,details
[53] innovations,behind
[53] behind,#internetforthefuture
[52] today,enter
[52] enter,new

Top Word Pairs in Tweet in G4:
[23] digital,innovation
[18] innovation,next
[15] next,decade
[15] #internetforthefuture,here
[13] power,digital
[12] here,cisco
[12] cisco,excited
[12] excited,introduce
[12] introduce,new
[12] new,networking

Top Word Pairs in Tweet in G5:
[46] cisco,#internetforthefuture
[36] #internetforthefuture,here
[30] silicon,one
[25] #internetforthefuture,launch
[25] cisco,silicon
[25] cisco,s
[24] new,internet
[22] internet,future
[21] davidgoeckeler,bfhavey
[21] bfhavey,disney

Top Word Pairs in Tweet in G6:
[42] cisco,#internetforthefuture
[23] #internetforthefuture,cisco
[18] att,comcast
[18] silicon,one
[17] microsoft,facebook
[16] facebook,att
[14] cisco,silicon
[11] quite,power
[11] power,panel
[11] panel,microsoft

Top Word Pairs in Tweet in G7:
[22] #ciscoinnovation,#internetforthefuture
[22] #hardwarematters,#strongfoundation
[17] silicon,one
[15] cisco,#internetforthefuture
[14] introducing,new
[14] #internetforthefuture,cisco
[13] built,internet
[13] internet,now
[13] now,re
[13] re,introducing

Top Word Pairs in Tweet in G8:
[9] cisco,revela
[9] revela,abc
[9] abc,internet
[9] internet,hacia
[9] hacia,2025
[8] #internetforthefuture,cisco
[7] #internetforthefuture,cisco_la
[7] desde,san
[7] san,francisco
[7] francisco,exclusiva

Top Word Pairs in Tweet in G9:
[9] cisco,silicon
[5] buckle,up
[5] up,mulipled
[5] mulipled,innovation
[5] innovation,coming
[5] coming,quickly
[5] quickly,idc
[5] idc,predicated
[5] predicated,2021
[5] 2021,data

Top Word Pairs in Tweet in G10:
[14] innovadores_inn,larazon_es
[13] cisco,#internetforthefuture
[8] chuck,robbins
[8] robbins,ceo
[8] ceo,cisco
[7] web,innovadores_inn
[7] miércoles,importante
[7] importante,golpe
[7] golpe,sobre
[7] sobre,mesa

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@cisco
@chuckrobbins
@jonathandavidsn
@davidgoeckeler
@bfhavey
@facebook
@comcast
@ciscosp360
@disney
@microsoft

Top Mentioned in G1:
@cisco
@chuckrobbins
@davidgoeckeler
@owen_lystrup
@jonathandavidsn
@shamusema
@bfhavey
@disneystudios

Top Mentioned in G2:
@chuckrobbins
@cisco
@wgartner
@owen_lystrup
@jonathandavidsn
@davidgoeckeler
@bfhavey
@disney
@microsoft
@facebook

Top Mentioned in G3:
@jonathandavidsn
@cisco
@chuckrobbins
@sole24ore
@davidgoeckeler
@microsoft
@facebook
@att
@comcast
@guidoromeo

Top Mentioned in G4:
@todayscali

Top Mentioned in G5:
@cisco
@davidgoeckeler
@chuckrobbins
@bfhavey
@jonathandavidsn
@disney
@disneystudios
@owen_lystrup
@wgartner
@microsoft

Top Mentioned in G6:
@cisco
@chuckrobbins
@facebook
@comcast
@att
@microsoft
@jonathandavidsn
@davidgoeckeler
@gadgetza
@stelow

Top Mentioned in G7:
@cisco
@ciscosp360
@davidgoeckeler
@chuckrobbins
@jonathandavidsn
@willtowntech
@stelow
@forbes
@disney
@comcast

Top Mentioned in G8:
@cisco
@cisco_la
@chuckrobbins
@expansionmx
@owen_lystrup

Top Mentioned in G9:
@cisco
@idc
@awscloud
@chuckrobbins
@microsoft
@facebook
@att
@comcast
@stelow

Top Mentioned in G10:
@innovadores_inn
@larazon_es
@cisco
@broadcom

Top Tweeters
Top Tweeters in Entire Graph:
@evankirstel
@chidambara09
@threadreaderapp
@expansionmx
@analyticaglobal
@sherazkhannyc
@wtpatty
@glaciarblue
@larazon_es
@satnettv

Top Tweeters in G1:
@threadreaderapp
@icezic
@jmarinpu
@marthaperezbook
@thejackdigital
@tcrawford
@danyork
@ciscocanada
@rayno
@zubyr_riruwai

Top Tweeters in G2:
@evankirstel
@jmkuhn99
@bcstrat
@dulithk
@marianimhurchu
@ecobb22
@nicolarohrseitz
@5g_innovation
@katensch
@cisco_support

Top Tweeters in G3:
@sole24ore
@fern_herrerajr
@ciscolive
@fnicodemo
@floressssa
@citylifematt
@plethora_pinata
@ericasamoahjr
@nycfella85
@adhitmozaik

Top Tweeters in G4:
@thekikifiles
@anyidea
@solucionetcp
@urealrise
@fx_larroche
@ciscodobrasil
@mickkleine
@gagatiello
@marcopereira71
@tyoutsey

Top Tweeters in G5:
@analyticaglobal
@lynnea58
@homemckee
@cisco_spain
@psankeyoc
@biman2
@ericthomaschu
@riakalaw
@marianokon
@disney

Top Tweeters in G6:
@chidambara09
@sherazkhannyc
@att
@kaabwe
@comcast
@azure
@hayatou_y
@zkerravala
@stu
@maribellopez

Top Tweeters in G7:
@forbes
@saikrishankumar
@anshelsag
@patrickmoorhead
@lyndonjonmartin
@ciscosp360
@ciscoptnremear
@wirelessnerd
@telcomix
@sanjaykalra

Top Tweeters in G8:
@expansionmx
@pibegeek
@albinogoncalves
@zaskya0325
@cisco_la
@juanseq2908
@itsitio
@gustagonzalez89
@fbolanosf
@ignacioperrone

Top Tweeters in G9:
@dee_marketing
@matteastwood
@awscloud
@paultdenham
@jamesmaguire
@omarsultan
@bradcasemore
@idc
@fjeronimo
@apguha

Top Tweeters in G10:
@glaciarblue
@larazon_es
@avalos_morer
@jpgastovic
@aiglesiasfraga
@innovadores_inn
@itxaso_2001
@carlalucadetena
@tecwow
@techies_here


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