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#CES2020_2020-01-05_13-12-27.xlsx (experimental version)
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From:
Connected Action NodeXL-Reports
Uploaded on:
January 06, 2020
Short Description:
#CES2020 via NodeXL http://bit.ly/2SVwbE0
@valaafshar
@ces
@evankirstel
@wisdomelover
@amd
@jblefevre60
@neonnight_exe
@10base_t
@neondotlife
@ipfconline1

Top hashtags:
#ces2020
#ai
#iot
#robotics
#5g
#tech
#innovation
#ces
#machinelearning
#technology

Description:
Description
The graph represents a network of 11,414 Twitter users whose recent tweets contained "#CES2020", 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 Sunday, 05 January 2020 at 23:40 UTC.

The tweets in the network were tweeted over the 1-day, 0-hour, 32-minute period from Saturday, 04 January 2020 at 20:39 UTC to Sunday, 05 January 2020 at 21:12 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 : 11414
Unique Edges : 37477
Edges With Duplicates : 35923
Total Edges : 73400
Number of Edge Types : 5
Retweet : 7122
MentionsInRetweet : 56050
Tweet : 2329
Replies to : 449
Mentions : 7450
Self-Loops : 2410
Reciprocated Vertex Pair Ratio : 0.0182175143822482
Reciprocated Edge Ratio : 0.0357831487377248
Connected Components : 1058
Single-Vertex Connected Components : 680
Maximum Vertices in a Connected Component : 9560
Maximum Edges in a Connected Component : 71291
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.184403
Graph Density : 0.00034238651213619
Modularity : 0.345118
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 11,414 Twitter users whose recent tweets contained "#CES2020", 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 Sunday, 05 January 2020 at 23:40 UTC.

The tweets in the network were tweeted over the 1-day, 0-hour, 32-minute period from Saturday, 04 January 2020 at 20:39 UTC to Sunday, 05 January 2020 at 21:12 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch
Graph Term : #CES2020
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 : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[54] https://www.weforum.org/system-initiatives/shaping-the-future-of-energy/articles
[45] https://twitter.com/i/events/1207379876082176001
[43] https://twitter.com/pranavmistry/status/1213713865214611456
[41] https://techcrunch.com/2020/01/03/what-to-expect-from-ces-2020/
[40] https://www.cnet.com/news/5g-hype-may-dominate-ces-2020-even-if-big-news-remains-scarce/
[39] https://www.wired.com/story/ces-2020-preview/
[36] https://www.linkedin.com/posts/samerlhijazi_the-end-of-bad-conference-calls-https-activity-6617099865627459584-arcd/
[31] http://www.usatoday.com/story/tech/202
[29] https://www.marutitech.com/nlp-based-chatbot/
[29] https://hub.packtpub.com/how-hackers-are-using-deepfakes-to-trick-people/

Top URLs in Tweet in G1:
[32] https://twitter.com/i/events/1207379876082176001
[22] https://www.cnet.com/news/5g-hype-may-dominate-ces-2020-even-if-big-news-remains-scarce/
[19] http://www.usatoday.com/story/tech/202
[16] http://www.facebook.com/pages/p/154988861185479
[14] https://www.linkedin.com/pulse/my-early-top-10-favs-consumer-electronics-show-2020-evan-kirstel
[12] https://www.usatoday.com/story/tech/2020/01/03/google-records-everything-voice-search-iphone-android-desktop/2800403001/
[12] https://www.cnet.com/how-to/spacex-starlink-how-to-watch-falcon-9-launch-60-more-satellites-to-space/
[12] https://www.computerweekly.com/opinion/Gartner-Top-10-strategic-technology-trends-in-2020
[11] https://www.theverge.com/2020/1/3/21047745/ces-2019-best-tech-gadgets-lg-rollable-samsung-the-wall-retrospective-what-happened
[11] https://www.forbes.com/sites/jennifer

Top URLs in Tweet in G2:
[29] https://hub.packtpub.com/how-hackers-are-using-deepfakes-to-trick-people/
[28] https://techcrunch.com/2020/01/03/what-to-expect-from-ces-2020/
[28] https://www.marutitech.com/nlp-based-chatbot/
[28] https://www.wired.com/story/ces-2020-preview/
[26] https://www.aitimejournal.com/@monisha.m/speech-recognition-using-artificial-neural-networkann
[22] https://mashable.com/article/samsung-8k-tv-ces-20/
[21] https://link.medium.com/im2vi5iXY2
[21] https://www.journaldugeek.com/dossier/ces-2020-quelles-innovations/amp/?__twitter_impression=true
[19] https://chatbotslife.com/creating-a-chatbot-business-case-bfbf61f7a01
[19] https://medium.com/@myildizmel/top-50-selected-digital-influencers-in-2019-6cc17daf45ca

Top URLs in Tweet in G3:
[13] https://www.weforum.org/system-initiatives/shaping-the-future-of-energy/articles
[7] https://twitter.com/cnetnews/status/1213115575490269184
[7] https://car.watch.impress.co.jp/docs/event_repo/ces2020/1227403.html
[5] https://car.watch.impress.co.jp/docs/event_repo/ces2020/1227420.html
[2] https://trib.al/HSmix2M
[2] https://www.instagram.com/p/B68i_N0DGrK/?igshid=wf123htqguji
[2] https://www.instagram.com/p/B66YDMpjGGA/?igshid=1ef86k4w92aea
[2] https://www.mobileye.com/live/ces-2020/?utm_source=twitter&utm_medium=post&utm_campaign=ces_2020&utm_content=register
[2] https://car.watch.impress.co.jp/docs/news/1227419.html
[1] http://trib.al/NCa3fZR

Top URLs in Tweet in G4:
[34] https://www.weforum.org/system-initiatives/shaping-the-future-of-energy/articles
[32] https://twitter.com/pranavmistry/status/1213713865214611456
[12] https://twitter.com/i/events/1207379876082176001
[3] https://www.autoblog.com/2020/01/02/aston-martin-gentex-tri-camera-mirror-system/?ncid=edlinkusauto00000015
[3] https://www.bosch.com/stories/ces-2020-artificial-intelligence-in-everyday-life/
[3] https://www.theguardian.com/technology/2019/dec/31/ces-criticized-ivanka-trump-keynote-speaker-las-vegas-technology
[3] https://twitter.com/neondotlife/status/1212803152732278785
[3] https://blog.softwareinsider.org/2019/12/23/mondays-musings-the-roaring-20s-and-the-futureof2020/
[3] https://www.digitaltrends.com/features/ces-2020-women-inclusive/
[3] https://www.forbes.com/sites/jennifer

Top URLs in Tweet in G5:
[17] https://splazzo.com
[7] https://www.bbc.com/news/technology-50952021
[5] https://www.bbc.co.uk/news/technology-50952021
[4] https://www.cnn.com/2020/01/04/tech/ces-2020-las-vegas/index.html
[3] https://twitter.com/ValaAfshar/status/1213214126148931586
[3] https://www.bbc.co.uk/news/technology-50988743
[3] https://www.gizmoir.com/tag/ces-2020-810
[3] https://onedigital.mx/2020/01/05/que-esperar-del-ces2020/
[3] https://onedigital.mx/2020/01/04/rumor-el-playstation-5-podria-ser-anunciado-durante-el-ces2020/
[2] https://appsuser.net/2020/01/04/garmin-obtendra-dos-premios-a-la-innovacion-en-ces2020/

Top URLs in Tweet in G6:
[36] https://www.linkedin.com/posts/samerlhijazi_the-end-of-bad-conference-calls-https-activity-6617099865627459584-arcd/
[7] https://www.linkedin.com/pulse/what-deep-learning-good-beyond-hype-samer-l-hijazi/?trackingId=fiWnTOm%2BQPmNVSh8366y9g%3D%3D
[6] https://www.cnet.com/ces/
[5] https://thespoon.tech/heres-your-handy-ces-2020-food-and-kitchen-tech-preview-walking-guide/
[5] https://linkconnects.com/index.php?/asl/NewsConnects
[5] https://www.unlimit-tech.com/2020/01/ces2020-%D8%AA%D9%84%D9%81%D8%A7%D8%B2-q950ts-%D8%B3%D9%8A%D8%A3%D8%AA%D9%8A-%D8%A8%D8%B4%D8%A7%D8%B4%D8%A9-qled-%D8%A8%D8%AD%D9%88%D8%A7%D9%81-%D8%B1%D9%81%D9%8A%D8%B9%D8%A9-%D8%AC%D8%AF%D9%8B%D8%A7/
[4] https://www.voicesummit.ai/ces?utm_campaign=TIC%20-%20VOICE%2019%20Social&utm_source=twitter&utm_medium=social
[3] https://www.ktnv.com/news/ces-2020-bringing-175k-people-300m-to-las-vegas
[3] https://linkconnects.com/index.php?/nc/6hfgjr40hxhr
[3] https://www.unlimit-tech.com/2020/01/%D9%85%D8%B4%D8%B1%D9%88%D8%B9-%D8%B3%D8%A7%D9%85%D8%B3%D9%88%D9%86%D8%AC-neon-%D8%B3%D9%8A%D9%82%D8%AF%D9%85-%D8%B5%D9%88%D8%B1%D8%A9-%D9%85%D8%AE%D8%AA%D9%84%D9%81%D8%A9-%D9%84%D9%84%D8%A8%D8%B4/

Top URLs in Tweet in G8:
[4] https://www.electronicdesign.com/medical/protecting-healthcare-cyberattacks
[4] https://cv-tricks.com/opencv-dnn/edge-detection-hed
[2] https://www.prnewswire.com/news-releases/ai-5g-and-nextgen-tv-named-2020-top-tech-trends-300980149.html
[1] https://twitter.com/JimHarris/status/1083832119472807936
[1] https://www.teslarati.com/tesla-tsla-450-high-81b-market-cap-q4-deliveries/?fbclid=IwAR2VQoEPrHC5CVo4p5IPmgeOlAkjFSnqAvKUmbdnTlSHwkpvD8rDTccBAV4
[1] https://www.usatoday.com/story/tech/2019/12/31/iphone-sales-dip-but-still-no-1-2019-airpods-and-watch-rise/2775193001/
[1] https://twitter.com/chrisgrayson/status/1168014783766880256
[1] https://www.pcmag.com/news/372802/samsung-we-shipped-6-7-million-5g-phones-in-2019
[1] https://www.topbots.com/reinforcement-learning-explained-business-applications/
[1] http://gestyy.com/w67oQd

Top URLs in Tweet in G9:
[1] http://tehad.org/2020/01/04/teslanin-ezeli-takipcisi-fisker-ocean-suv-modelini-tanitiyor/
[1] https://news.samsung.com/global/samsung-electronics-to-showcase-successful-c-lab-inside-projects-and-c-lab-outside-start-ups-at-ces-2020

Top URLs in Tweet in G10:
[11] https://www.pushsquare.com/news/2020/01/guide_when_is_sonys_ces_2020_press_conference
[2] http://www.pushsquare.com/news/2020/01/guide_when_is_sonys_ces_2020_press_conference
[2] https://www.avforums.com/news/ces-2020-news-samsung-bendable-oled-ready-for-unveiling.17010
[2] https://www.avforums.com/news/ces-2020-news-samsungs-upcoming-qled-tvs-rumoured-to-be-t-range.17009
[2] https://www.avforums.com/news/ces-2020-news-lg-announces-real-8k-tv-lineup.17007
[2] https://www.avforums.com/news/ces-2020-news-samsung-new-8k-qled-lineup-adds-nextgen-tv.17017
[1] https://www.avforums.com/news/ces-2020-news-vizio-announces-first-oled-4k-tv.17022
[1] https://www.avforums.com/news/ces-2020-news-samsung-2019-8k-tvs-gain-hdmi-2-1-certification.17002
[1] https://www.avforums.com/news/ces-2020-news-samsung-q950ts-bezel-less-8k-tv-unveiled.17016
[1] https://www.sony.com/electronics/ces?cid=ban-na-FY19_CROSS_CES2020_GEN_CSD_P1_CLK-CPC_SOC_TW_GWT_US

Top Domains
Top Domains in Tweet in Entire Graph:
[625] twitter.com
[139] medium.com
[137] forbes.com
[121] linkedin.com
[106] cnet.com
[82] theverge.com
[74] ces.tech
[71] instagram.com
[70] venturebeat.com
[64] co.uk

Top Domains in Tweet in G1:
[138] twitter.com
[48] cnet.com
[45] forbes.com
[39] ces.tech
[37] venturebeat.com
[36] usatoday.com
[27] trib.al
[25] theverge.com
[22] mashable.com
[21] linkedin.com

Top Domains in Tweet in G2:
[129] twitter.com
[126] medium.com
[76] forbes.com
[35] mashable.com
[33] techcrunch.com
[31] co.uk
[30] wired.com
[29] packtpub.com
[29] theverge.com
[29] cnet.com

Top Domains in Tweet in G3:
[17] twitter.com
[14] co.jp
[13] weforum.org
[6] instagram.com
[3] trib.al
[2] mobileye.com
[2] neowin.net
[1] rackco.com
[1] mashable.com
[1] computerworld.com

Top Domains in Tweet in G4:
[70] twitter.com
[34] weforum.org
[8] autocarpro.in
[6] autoblog.com
[4] bosch.com
[4] forbes.com
[3] theguardian.com
[3] constellationr.com
[3] softwareinsider.org
[3] thefemalequotient.com

Top Domains in Tweet in G5:
[72] twitter.com
[28] linkedin.com
[28] instagram.com
[17] splazzo.com
[12] youtube.com
[11] theverge.com
[11] co.uk
[9] bbc.com
[9] com.co
[8] unlimit-tech.com

Top Domains in Tweet in G6:
[43] linkedin.com
[18] unlimit-tech.com
[15] linkconnects.com
[11] twitter.com
[8] youtu.be
[7] cnet.com
[7] thespoon.tech
[7] youtube.com
[5] techthelead.com
[5] instagram.com

Top Domains in Tweet in G8:
[5] theverge.com
[4] electronicdesign.com
[4] cv-tricks.com
[3] twitter.com
[2] prnewswire.com
[1] teslarati.com
[1] usatoday.com
[1] pcmag.com
[1] topbots.com
[1] gestyy.com

Top Domains in Tweet in G9:
[1] tehad.org
[1] samsung.com

Top Domains in Tweet in G10:
[13] pushsquare.com
[11] avforums.com
[1] sony.com
[1] tomshardware.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[13306] ces2020
[3594] ai
[1966] iot
[1372] robotics
[982] 5g
[814] tech
[779] innovation
[731] ces
[632] machinelearning
[523] technology



Top Hashtags in Tweet in G1:
[3225] ces2020
[801] ai
[550] iot
[324] robotics
[270] tech
[261] technology
[222] 5g
[197] ces
[188] innovation
[162] audi

Top Hashtags in Tweet in G2:
[3890] ces2020
[2527] ai
[1224] iot
[989] robotics
[661] 5g
[454] machinelearning
[426] tech
[391] innovation
[265] drones
[246] smartcities

Top Hashtags in Tweet in G3:
[633] ces2020
[42] ai
[9] ces
[8] smarthome
[7] valeo
[6] adhesivecomputer
[6] 5g
[6] iot
[5] robotaxis
[4] voicefirst

Top Hashtags in Tweet in G4:
[821] ces2020
[120] neon
[50] ai
[29] womenintech
[28] nrf2020
[25] smarthome
[23] automateddriving
[21] iot
[19] ces
[19] lasvegas

Top Hashtags in Tweet in G5:
[821] ces2020
[77] ces
[37] lasvegas
[36] samsung
[32] tech
[22] technology
[17] ai
[14] tecnología
[13] innovation
[12] ps5

Top Hashtags in Tweet in G6:
[397] ces2020
[57] technology
[52] ces
[51] ai
[51] iot
[48] innovation
[46] ml
[44] technews
[43] sofwaredevelopment
[42] speechenhancement

Top Hashtags in Tweet in G7:
[328] samsung
[328] neon
[328] ces2020
[328] 夜乃ネオン

Top Hashtags in Tweet in G8:
[243] ces2020
[80] digitalhealthces
[80] dhs2020
[80] health
[80] wellness
[80] fitness
[42] ai
[33] sundayfunday
[31] robotics
[28] caturday

Top Hashtags in Tweet in G9:
[63] ces2020
[1] henrikfisker
[1] fiskerkarma
[1] ocean
[1] 5g
[1] selfietype
[1] hyler
[1] iyifikir

Top Hashtags in Tweet in G10:
[97] ces2020
[21] 8k
[17] samsung
[15] sony
[14] ps5
[13] guides
[13] features
[10] repost
[10] amd
[10] xboxseriesx

Top Words
Top Word Pairs
Top Replied-To
Top Mentioned
Top Tweeters
Top Tweeters in Entire Graph:
@americanair
@jornalistavitor
@oldlady12345
@marshawright
@sectest9
@alllibertynews
@paoloigna1
@united
@quibellpaul
@theagood

Top Tweeters in G1:
@united
@quibellpaul
@theagood
@delta
@deejayiwan
@evankirstel
@dancas2
@itknowingness
@jetblue
@npsusa

Top Tweeters in G2:
@jornalistavitor
@marshawright
@sectest9
@paoloigna1
@independent
@chidambara09
@startupnws
@ottlegalrebels
@marialves53
@realblack212

Top Tweeters in G3:
@takuya_0929001
@legallybae
@trafficbutter
@hirameki_002
@valaafshar
@upuouo
@johnmknox
@chatlas
@kimoneforbidden
@smita093

Top Tweeters in G4:
@americanair
@oldlady12345
@raybae689
@rjber15
@pparzival
@bkindngood
@john_siracusa
@josefer38693523
@grandpooba5440
@pitarampal

Top Tweeters in G5:
@4pawshop
@csa_dvillamizar
@hsbnoticias
@indiatvnews
@analyticaglobal
@stanleysuen
@feryatben
@itrackr_fr
@carlesdijous
@extracolombia

Top Tweeters in G6:
@southwestair
@tmobile
@twood3
@kcs39194
@time
@politico
@inc
@helenitaaguila1
@7makudayo
@hadrami_south

Top Tweeters in G7:
@cloa_iluky
@cocoonp
@fastech360x
@masshi20
@isam_h
@collonville
@hihaku_crescent
@uws_revolution
@wanderingdj
@noir_neo

Top Tweeters in G8:
@alllibertynews
@_redfrog
@chriskirouac
@tusk8rman
@genthalf
@suepeac
@henyacyoko
@yoshikialfalfa
@jloovolcan
@zimrirosas

Top Tweeters in G9:
@ankarabjk06
@1ayyildiz_1
@cengizuzun15
@pikqachu
@turanulkusu_34
@darkn_g
@guner_yalcin
@sah_pol
@jossandjohn
@paltun85j

Top Tweeters in G10:
@cb765
@bamboobushido
@ididwy
@eaphen
@the_crapgamer
@_imericsistable
@eg_edmgamer
@transalchemy
@alphaevilgod
@m1kegamer13