#ces, Twitter, 1/11/2021 5:34:54 AM, 245390


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#ces_2021-01-10_21-12-36.xlsx
#ces_2021-01-10_21-12-36.xlsx
From:
Connected Action NodeXL-Reports
Uploaded on:
January 11, 2021
Short Description:
#ces via NodeXL https://bit.ly/2LBTEs7
@ces
@evankirstel
@albertoemachado
@2morrowknight
@activithink
@rwang0
@fabriciosx
@kcckgraphics
@ps5only
@pawlowskimario

Top hashtags:
#ces
#ces2021
#ai
#tech
#5g
#iot
#technology
#innovation
#vr
#ar

Description:
Description
The graph represents a network of 2,780 Twitter users whose recent tweets contained "#ces", 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 Monday, 11 January 2021 at 05:26 UTC.

The tweets in the network were tweeted over the 7-day, 12-hour, 15-minute period from Sunday, 03 January 2021 at 16:55 UTC to Monday, 11 January 2021 at 05:11 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 : 2780
Unique Edges : 6828
Edges With Duplicates : 4470
Total Edges : 11298
Number of Edge Types : 5
Retweet : 2505
MentionsInRetweet : 6354
Tweet : 952
Mentions : 1365
Replies to : 122
Self-Loops : 1009
Reciprocated Vertex Pair Ratio : 0.0324266380812006
Reciprocated Edge Ratio : 0.0628163530175211
Connected Components : 462
Single-Vertex Connected Components : 265
Maximum Vertices in a Connected Component : 1791
Maximum Edges in a Connected Component : 9969
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.642146
Graph Density : 0.0009973309585509
Modularity : 0.477476
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 2,780 Twitter users whose recent tweets contained "#ces", 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 Monday, 11 January 2021 at 05:26 UTC.

The tweets in the network were tweeted over the 7-day, 12-hour, 15-minute period from Sunday, 03 January 2021 at 16:55 UTC to Monday, 11 January 2021 at 05:11 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 : #ces
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:
[50] https://www.usatoday.com/story/tech/2021/01/10/ces-2021-star-wars-inspired-hologram-tech-headed-your-smartphone/6598697002/
[43] https://www.cnet.com/news/top-trends-to-expect-ces-2021/
[40] https://www.cnet.com/news/ces-2021-trends-top-6-things-we-expect-to-see-at-all-virtual-show-5g-pandemic-tech-transparent-oled/
[38] https://www.panasonic.com/global/corporate/exhibition/ja/ces2021/special_seminar.html#webseminar
[37] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=245221
[28] https://www.bbc.com/news/technology-55582236
[25] https://www.slashgear.com/lenovo-thinkreality-a3-smart-glasses-offer-virtual-monitors-workplace-ar-10654255/
[23] https://www.crn.com/slide-shows/mobility/ces-2021-10-rumors-and-trends-you-can-expect
[19] https://www.anandtech.com/show/16376/ces-2021-hp-elite-dragonfly-lightweight-laptops
[19] https://www.businessinsider.com/ar-vr-spotlight-at-ces-2021-belies-mixed-reality-2021-1?utm_content=bufferf39a3&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G1:
[44] https://www.usatoday.com/story/tech/2021/01/10/ces-2021-star-wars-inspired-hologram-tech-headed-your-smartphone/6598697002/
[40] https://www.cnet.com/news/top-trends-to-expect-ces-2021/
[36] https://www.cnet.com/news/ces-2021-trends-top-6-things-we-expect-to-see-at-all-virtual-show-5g-pandemic-tech-transparent-oled/
[32] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=245221
[24] https://www.bbc.com/news/technology-55582236
[22] https://www.crn.com/slide-shows/mobility/ces-2021-10-rumors-and-trends-you-can-expect
[18] https://www.anandtech.com/show/16376/ces-2021-hp-elite-dragonfly-lightweight-laptops
[17] https://www.tomsguide.com/amp/features/ces-2021-preview-5-biggest-trends-to-watch
[12] https://www.businessinsider.com/ar-vr-spotlight-at-ces-2021-belies-mixed-reality-2021-1?utmSource=twitter&utmContent=referral&utmTerm=topbar&referrer=twitter
[11] https://www.cnet.com/news/transparent-oled-see-through-tv-comes-to-tomorrows-beds-restaurants-subways/#ftag=COS-05-10aaa0j

Top URLs in Tweet in G2:
[10] https://www.bionicbuzz.com/tech/arcx-the-worlds-first-smart-ring-for-sports-and-fitness/
[9] https://twitter.com/ricancrypto/status/1347341580257136650
[7] https://twitter.com/girlgone_crypto/status/1346842763644395521
[6] https://twitter.com/vergecurrency/status/1346070896776261632
[6] https://ces2021.eventcore.com/
[6] https://www.pole-scs.org/2021/01/08/ces-2021-11-startups-membres-scs-en-participation-virtuelle/?fbclid=IwAR3R40_l5fkjbPTNd-ExG1QrPLTmQvF1tnD6Z4YsSZ7eVwaPtGQFWbRQRCE
[5] https://www.bionicbuzz.com/tech/resonado-labs-is-taking-on-a-century-old-audio-technology/
[5] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=245221
[5] https://www.adweek.com/brand-marketing/how-the-pandemic-shaped-the-ces-agenda-this-year/
[4] https://www.youtube.com/watch?v=3IwTyi_iGzs&feature=youtu.be


Top URLs in Tweet in G3:
[7] https://itincanadaonline.ca/index.php/lg-to-launch-qned-mini-led-tv-at-the-virtual-ces-2021/
[6] https://cryptogator.co/
[5] https://mopinion.com/en/examples-website-user-experience-ux-questionnaires/?utm_content=bufferc3680&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[4] https://techcrunch.com/2021/01/06/looking-glass-is-launching-3d-photo-software-for-its-holographic-tech/?utm_source=dlvr.it&utm_medium=twitter
[4] https://wired.com/hq
[3] https://www.cnet.com/news/a-virtual-ces-2021-means-we-cant-even-meet-these-robots-in-person/
[3] https://digital.ces.tech/home
[3] https://www.technobugg.com/check-out-ces-2021-innovation-awards-for-smartphones/
[3] https://www.wired.com/story/ces-2021-what-to-expect/
[3] https://hopin.com/events/foodtech-live-2021

Top URLs in Tweet in G4:
[9] https://digital.ces.tech/sessions/dc9ada30-6185-4053-b17e-90bad0f68d96?source=sessions
[4] https://www.healthpopuli.com/2021/01/04/preparing-for-a-long-covid-lifestyle-in-2021-a-health-at-home-focus-for-ces-2021/
[4] https://www.maxim.com/gear/sony-tv-bravia-xr-humans-see-hear
[4] https://www.zdnet.com/pictures/nostalgia-tech-3-vintage-ces-hardware/
[4] https://www.crn.com/slide-shows/mobility/20-hot-new-products-at-ces-2021/15#.X_skkABnpJw.twitter
[3] http://www.visualcapitalist.com/nintendos-hand
[2] https://www.zdnet.com/article/ces-2021-three-trends-business-pros-and-cios-should-watch-very-closely/
[2] https://www.digitaltrends.com/wearables/petpuls-smart-collar-claims-distinguish-dogs-bark-ces-2021/
[2] https://themindcircle.com/lego-helms-deep-battle-scene/
[2] https://hypebeast.com/2020/9/maskfone-smartphone-integrated-facemask

Top URLs in Tweet in G5:
[22] https://www.slashgear.com/lenovo-thinkreality-a3-smart-glasses-offer-virtual-monitors-workplace-ar-10654255/
[14] https://news.google.com/__i/rss/rd/articles/CBMiTWh0dHBzOi8vZXMuZGlnaXRhbHRyZW5kcy5jb20vdGVuZGVuY2lhcy9tYXlvcmVzLWZpYXNjb3MtY2VzLXBlb3Jlcy1wcm9kdWN0b3Mv0gFRaHR0cHM6Ly9lcy5kaWdpdGFsdHJlbmRzLmNvbS90ZW5kZW5jaWFzL21heW9yZXMtZmlhc2Nvcy1jZXMtcGVvcmVzLXByb2R1Y3Rvcy8_YW1w?oc=5&utm_source=dlvr.it&utm_medium=twitter
[13] https://news.google.com/__i/rss/rd/articles/CBMiqgFodHRwczovL3JwcC5wZS90ZWNub2xvZ2lhL21hcy10ZWNub2xvZ2lhL2Nlcy0yMDIxLXNhbXN1bmctaGVhbHRoLWNvbXBhbmlhLWVzdHJlbmEtdW4tc29mdHdhcmUtZGUtZW50cmVuYW1pZW50by1wZXJzb25hbC1wYXJhLWNvbXBldGlyLWNvbnRyYS1hcHBsZS1maXRuZXNzLW5vdGljaWEtMTMxMzYxMtIBrgFodHRwczovL2FtcC5ycHAucGUvdGVjbm9sb2dpYS9tYXMtdGVjbm9sb2dpYS9jZXMtMjAyMS1zYW1zdW5nLWhlYWx0aC1jb21wYW5pYS1lc3RyZW5hLXVuLXNvZnR3YXJlLWRlLWVudHJlbmFtaWVudG8tcGVyc29uYWwtcGFyYS1jb21wZXRpci1jb250cmEtYXBwbGUtZml0bmVzcy1ub3RpY2lhLTEzMTM2MTI?oc=5&utm_source=dlvr.it&utm_medium=twitter
[9] https://www.liveareacx.com/blog/livearea-scan-gotm-debuts-at-ces-the-global-innovation-stage/
[5] https://www.techdo.ca/
[5] https://www.digitaltrends.com/ces-2021/?utm_source=twitter&utm_medium=social&utm_content=socialorg_
[5] https://www.digitaltrends.com/mobile/why-i-wil-miss-an-in-person-ces-show-this-year/
[4] https://venturebeat.com/2020/12/30/gary-shapiro-interview-ces-2021-will-have-over-1000-virtual-exhibits-perhaps-150000-online-visitors-and-100-hours-of-programming/
[4] https://www.youtube.com/c/rockynashlive?sub_confirmation=1
[4] https://techaeris.com/2021/01/10/ces-2021-scosche-announces-rhythm2-0-waterproof-armband-heart-rate-monitor/

Top URLs in Tweet in G6:
[10] https://www.businessinsider.com/ar-vr-spotlight-at-ces-2021-belies-mixed-reality-2021-1?utm_content=bufferf39a3&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[9] https://www.youtube.com/c/rockynashlive?sub_confirmation=1
[4] https://www.intelrealsense.com/ces-2021/
[3] https://arvrtips.com/ar-vr-at-ces/
[3] https://www.businessinsider.com/ar-vr-spotlight-at-ces-2021-belies-mixed-reality-2021-1
[3] https://www.forbes.com/sites/timbajarin/2021/01/05/could-a-virtual-ces-be-the-future-of-the-consumer-electronic-show/?sh=3624473650db&utm_content=bufferc9fc7&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.prnewswire.com/il/news-releases/essence-group-to-showcase-array-of-innovative-security-health-and-beauty-iot-solutions-at-ces-2021-842833720.html
[2] https://www.theverge.com/2021/1/4/22212808/lg-display-48-inch-bendable-oled-tv-gaming-vibrate-sound-cso-technology
[2] https://bgr.com/2021/01/04/apple-ar-glasses-release-date-2021-rumor/
[2] https://www.digitalbodies.net/vr-news/ces-2021-what-to-expect-at-the-first-ever-virtual-show/

Top URLs in Tweet in G7:
[11] https://licittech.com/ces-2021-preview-what-to-expect-in-the-monday-show/
[8] https://licittech.com/lg-will-demo-a-bendable-oled-gaming-monitor-at-ces-2021/
[8] https://www.ceotech.it/typewise-una-tastiera-fuori-dal-comune/
[6] https://www.ceotech.it/ces-2021-flywallet-il-primo-wearable-autenticazione-biometrica/
[5] https://flipboard.com/@cnet/how-to-watch-ces-2021-n70hbef8kbccttle
[5] https://www.ceotech.it/skadu-uno-scrubber-smart-per-le-pulizie/
[4] https://flipboard.com/@cnet/samsung-s-tvs-are-still-huge-and-expensive-1hhpr0csqgoc4f8k
[4] https://www.moneycontrol.com/news/technology/what-to-expect-from-the-first-ever-all-virtual-ces-2021-6307451.html
[4] https://www.ceotech.it/lg-presenta-al-ces-2021-un-nuovo-concetto-di-design/
[4] https://www.ceotech.it/samsung-annuncia-la-gamma-tv-neo-qled-e-lifestyle-tv/

Top URLs in Tweet in G8:
[7] https://www.cea.fr/presse/Pages/actualites-communiques/institutionnel/ces-2021-trois-startups-du-CEA-d%C3%A9fient-les-enjeux-societaux-de-demain.aspx
[3] https://www.usatoday.com/story/tech/2021/01/10/ces-2021-star-wars-inspired-hologram-tech-headed-your-smartphone/6598697002/
[2] https://www.wired.com/story/ces-2021-what-to-expect/?utm_source=twitter&utm_medium=social&utm_campaign=onsite-share&utm_brand=wired&utm_social-type=earned
[1] https://www.cnet.com/news/top-trends-to-expect-ces-2021/
[1] https://www.slashgear.com/hp-ces-2021-laptops-promise-micro-mobility-for-hybrid-work-settings-10654352/
[1] https://arstechnica.com/?p=1733847
[1] https://www.wired.com/story/ces-2021-what-to-expect/

Top URLs in Tweet in G9:
[4] https://coldsnap.com/
[1] https://twitter.com/cheddar/status/1348352158098354177
[1] https://m.youtube.com/watch?v=Lc6LzCujwEQ&feature=youtu.be

[1] https://www.youtube.com/watch?v=Fe4tXXGyjvY


Top URLs in Tweet in G10:
[3] https://news.samsung.com/global/samsung-expands-bespoke-to-new-markets-offering-customizable-refrigerators-for-modern-kitchens?utm_campaign=coschedule&utm_source=twitter&utm_medium=theunlockr
[2] https://www.linkedin.com/pulse/future-wearables-7-major-predictions-2021-sanket-patel/
[2] https://tech.hindustantimes.com/tv/news/ces-2021-lg-to-showcase-48-inch-bendable-4k-display-with-cso-technology-71609644307629.html

Top Domains
Top Domains in Tweet in Entire Graph:
[223] twitter.com
[123] cnet.com
[85] youtube.com
[57] ces.tech
[50] usatoday.com
[46] crn.com
[44] businessinsider.com
[43] panasonic.com
[41] linkedin.com
[40] nodexlgraphgallery.org

Top Domains in Tweet in G1:
[99] cnet.com
[44] usatoday.com
[38] twitter.com
[35] nodexlgraphgallery.org
[33] crn.com
[24] bbc.com
[21] businessinsider.com
[18] anandtech.com
[18] tomsguide.com
[14] linkedin.com

Top Domains in Tweet in G2:
[27] twitter.com
[15] bionicbuzz.com
[11] youtube.com
[6] eventcore.com
[6] adweek.com
[6] pole-scs.org
[5] businessinsider.com
[5] nodexlgraphgallery.org
[4] cnet.com
[4] skyworksinc.com

Top Domains in Tweet in G3:
[12] cnet.com
[11] twitter.com
[10] linkedin.com
[9] youtube.com
[9] aivanet.com
[7] ces.tech
[7] wired.com
[7] techcrunch.com
[7] itincanadaonline.ca
[6] cryptogator.co

Top Domains in Tweet in G4:
[9] ces.tech
[6] zdnet.com
[5] visualcapitalist.com
[4] healthpopuli.com
[4] maxim.com
[4] crn.com
[2] digitaltrends.com
[2] themindcircle.com
[2] hypebeast.com
[2] slashgear.com

Top Domains in Tweet in G5:
[107] twitter.com
[31] google.com
[24] youtube.com
[22] slashgear.com
[16] com.au
[15] musetv.net
[14] digitaltrends.com
[10] techaeris.com
[9] liveareacx.com
[8] apple.news

Top Domains in Tweet in G6:
[13] businessinsider.com
[11] youtube.com
[6] forbes.com
[6] theverge.com
[4] intelrealsense.com
[4] prnewswire.com
[3] arvrtips.com
[3] blognone.com
[2] twitter.com
[2] bgr.com

Top Domains in Tweet in G7:
[31] ceotech.it
[19] licittech.com
[14] flipboard.com
[13] youtube.com
[4] moneycontrol.com
[3] thetechjournal.com
[3] espace-turing.fr
[2] presse-citron.net
[2] gestyy.com
[2] ampproject.org

Top Domains in Tweet in G8:
[7] cea.fr
[3] usatoday.com
[3] wired.com
[1] cnet.com
[1] slashgear.com
[1] arstechnica.com

Top Domains in Tweet in G9:
[4] coldsnap.com
[2] youtube.com
[1] twitter.com

Top Domains in Tweet in G10:
[3] samsung.com
[2] linkedin.com
[2] hindustantimes.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[3910] ces
[2603] ces2021
[600] ai
[575] tech
[426] 5g
[338] iot
[289] technology
[250] innovation
[221] vr
[210] ar



Top Hashtags in Tweet in G1:
[772] ces
[757] ces2021
[370] ai
[284] tech
[237] 5g
[143] iot
[138] machinelearning
[127] techtrends
[107] vr
[99] ar

Top Hashtags in Tweet in G2:
[509] ces
[368] ces2021
[136] technology
[124] xvg
[84] tech
[68] vergepay
[65] vergefam
[64] vergecurrency
[58] verge
[43] technews

Top Hashtags in Tweet in G3:
[337] ces
[81] ces2021
[20] technology
[16] tech
[15] innovation
[12] lg
[12] samsung
[11] news
[8] qned
[7] 5g

Top Hashtags in Tweet in G4:
[313] ces2021
[312] ces
[85] drones
[56] gadgets
[53] relaxation
[36] sustainability
[36] sustainabledevelopment
[36] recycling
[20] tech
[17] waterislife

Top Hashtags in Tweet in G5:
[409] ces
[387] ces2021
[46] tech
[23] ai
[21] innovation
[19] ces21
[18] lg
[16] lenovoces
[14] technology
[13] 5g

Top Hashtags in Tweet in G6:
[287] ces
[202] ces2021
[131] ai
[104] iot
[101] 5g
[70] smartcity
[59] vr
[57] 4ir
[53] ar
[47] ces21

Top Hashtags in Tweet in G7:
[141] ces
[99] ces2021
[54] tech
[43] innovation
[33] apple
[17] microsoft
[17] samsung
[16] design
[14] cars
[14] iot

Top Hashtags in Tweet in G8:
[54] ces
[53] ces2021
[36] 5g
[36] futureofwork
[36] iot
[36] ar
[36] vr
[35] emergingtech
[35] mixedreality
[7] numérique

Top Hashtags in Tweet in G9:
[64] ces
[32] ces2021
[17] ces21
[1] lasvegas
[1] innovation
[1] homeautomation
[1] brain
[1] betonyourself

Top Hashtags in Tweet in G10:
[57] ces
[29] ces21
[26] sony
[26] microled
[13] ces2021
[2] wearables
[2] healthtech
[2] samsung
[1] wearabletech
[1] fitnesstech

Top Words
Top Words in Tweet in Entire Graph:
[4074] #ces
[2731] #ces2021
[991] ces
[779] 2021
[637] #tech
[631] #ai
[478] #5g
[398] nicochan33
[380] #iot
[376] jblefevre60

Top Words in Tweet in G1:
[873] #ces
[814] #ces2021
[393] #ai
[366] nicochan33
[331] #tech
[305] pawlowskimario
[295] jblefevre60
[269] #5g
[238] margaretsiegien
[221] rwang0

Top Words in Tweet in G2:
[516] #ces
[382] #ces2021
[287] ces
[196] team
[163] 2021
[147] #technology
[129] #xvg
[123] year
[119] vergecurrency
[109] xvg

Top Words in Tweet in G3:
[337] #ces
[103] 2021
[85] ces
[81] #ces2021
[52] virtual
[43] year
[28] first
[26] tech
[24] show
[23] more

Top Words in Tweet in G4:
[316] #ces
[315] #ces2021
[85] yay
[85] drone
[85] delivery
[85] coming
[85] #drones
[56] #gadgets
[56] more
[56] gadgets

Top Words in Tweet in G5:
[435] #ces
[409] #ces2021
[158] ces
[104] ready
[63] virtual
[60] 2021
[57] begins
[54] nothing
[52] #tech
[34] lenovo

Top Words in Tweet in G6:
[292] #ces
[217] #ces2021
[131] #ai
[110] #5g
[104] #iot
[70] #vr
[70] #smartcity
[65] #ar
[57] #4ir
[54] see

Top Words in Tweet in G7:
[155] #ces
[115] #ces2021
[57] ces
[54] #tech
[50] 2021
[43] #innovation
[38] #apple
[22] #microsoft
[20] show
[19] big

Top Words in Tweet in G8:
[55] #ces
[53] #ces2021
[37] #iot
[36] #5g
[36] #futureofwork
[36] #ar
[36] #vr
[35] immersive
[35] #emergingtech
[35] gigadgets_

Top Words in Tweet in G9:
[64] #ces
[32] #ces2021
[20] samsung's
[20] packaging
[17] #ces21
[16] led
[13] samsung
[12] ice
[12] cream
[10] thinner

Top Words in Tweet in G10:
[58] #ces
[55] series
[52] led
[52] sony
[38] qled
[30] #ces21
[26] mini
[26] crystal
[26] microled
[26] #sony

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[823] #ces,#ces2021
[716] #ces2021,#ces
[291] ces,2021
[152] #ar,#vr
[143] ces,#ces2021
[131] next,week
[122] nothing,#ces
[121] pawlowskimario,#ces
[121] #ai,#machinelearning
[121] #ces,ready

Top Word Pairs in Tweet in G1:
[148] #ces,#ces2021
[140] #ces2021,#ces
[115] #ai,#machinelearning
[112] pawlowskimario,#ces
[110] margaretsiegien,nicochan33
[98] #ces,#techtrends
[91] nicochan33,jblefevre60
[86] rwang0,margaretsiegien
[83] cnet,pawlowskimario
[75] nicochan33,rwang0

Top Word Pairs in Tweet in G2:
[209] #ces2021,#ces
[124] ces,#ces2021
[91] 2021,going
[89] year,always
[89] always,brings
[89] brings,opportunities
[89] opportunities,2021
[89] going,add
[89] add,many
[89] many,team

Top Word Pairs in Tweet in G3:
[36] ces,2021
[36] #ces,2021
[22] #ces,#ces2021
[21] #ces2021,#ces
[13] virtual,#ces
[9] mini,led
[9] led,tv
[8] virtual,ces
[7] 2021,#ces
[7] #lg,launch

Top Word Pairs in Tweet in G4:
[255] #ces,#ces2021
[85] yay,drone
[85] drone,delivery
[85] delivery,coming
[85] coming,#ces
[85] #ces2021,#drones
[56] more,gadgets
[53] gadgets,nothing
[53] nothing,#ces
[53] #ces2021,#relaxation

Top Word Pairs in Tweet in G5:
[147] #ces,#ces2021
[95] #ces2021,#ces
[90] #ces,ready
[54] #ces2021,begins
[54] begins,nothing
[54] nothing,#ces
[47] ces,2021
[26] thinkreality,a3
[24] digital,trends
[23] lenovo,thinkreality

Top Word Pairs in Tweet in G6:
[86] #ces2021,#ces
[73] #ces,#ces2021
[51] #ar,#vr
[41] #ai,#ces
[33] accurate,1930
[33] 1930,drawing
[33] drawing,'life
[33] 'life,future'
[33] future',#iot
[33] #iot,#5g

Top Word Pairs in Tweet in G7:
[41] ces,2021
[39] #ces,#ces2021
[31] #ces2021,#ces
[12] heading,#ces2021
[12] #ces2021,weekend
[12] weekend,#apple
[12] #apple,making
[12] making,more
[12] more,headlines
[12] headlines,brand

Top Word Pairs in Tweet in G8:
[35] immersive,#emergingtech
[35] #emergingtech,gigadgets_
[35] gigadgets_,mt
[35] mt,fabriziobustama
[35] fabriziobustama,#futureofwork
[35] #futureofwork,#ces2021
[35] #ces2021,#5g
[35] #5g,#iot
[35] #iot,#ar
[35] #ar,#vr

Top Word Pairs in Tweet in G9:
[23] #ces2021,#ces
[13] #ces21,#ces
[12] ice,cream
[10] samsung's,packaging
[10] packaging,going
[10] going,green
[10] green,turn
[10] turn,packaging
[10] packaging,home
[10] home,decor

Top Word Pairs in Tweet in G10:
[26] sony,series
[26] series,series
[26] series,crystal
[26] crystal,led
[26] led,microled
[26] microled,sony
[26] sony,#sony
[26] #sony,#microled
[26] #microled,#ces21
[26] #ces21,#ces

Top Replied-To
Top Replied-To in Entire Graph:
@ces
@samsung
@lenovo
@itsmwittenberg
@activithink
@caffrey1_usa
@atlas_2323
@ppc
@haroldsinnott
@jdolcourt

Top Replied-To in G1:
@ces
@itsmwittenberg
@psb_dc
@haroldsinnott
@activithink
@samsung
@rwang0
@jblefevre60
@teknocks
@panasonic

Top Replied-To in G2:
@samsung
@ces
@cryptospicegirl
@honorglobal
@lgus
@theairbolt

Top Replied-To in G4:
@lenovo

Top Replied-To in G5:
@lenovo
@ces
@activithink
@geordiemuppet
@haroldsinnott
@davidsusilo
@smashdawg
@valvacante
@asus_rog

Top Replied-To in G6:
@lenovo
@ces

Top Replied-To in G9:
@jdolcourt
@lanceulanoff
@briantong
@naomikyle
@ant_pruitt

Top Mentioned
Top Mentioned in Entire Graph:
@ces
@nicochan33
@jblefevre60
@pawlowskimario
@rwang0
@margaretsiegien
@haroldsinnott
@itsmwittenberg
@shicooks
@kalydeoo

Top Mentioned in G1:
@nicochan33
@pawlowskimario
@jblefevre60
@margaretsiegien
@rwang0
@haroldsinnott
@shicooks
@itsmwittenberg
@cnet
@enricomolinari

Top Mentioned in G2:
@ces
@vergecurrency
@xvgpedro
@johnnyxvg
@voicelife_inc
@itsmwittenberg
@justinvendetta
@rwang0
@jblefevre60
@nicochan33

Top Mentioned in G3:
@guardknox
@nanoscent
@hchtelevdigital
@cipiavision
@mayaplentz

Top Mentioned in G4:
@jblefevre60
@nokiamobile
@jasongorevic
@teladochealth
@northwellhealth
@varsharao
@nurxapp
@bob_wachter
@ashishkjha
@sonyelectronics

Top Mentioned in G5:
@ces
@lenovous
@roblemvr
@ctatech
@lgus
@nicochan33
@margaretsiegien
@digitaltrends
@jblefevre60
@livearea

Top Mentioned in G6:
@jblefevre60
@haroldsinnott
@rwang0
@mikequindazzi
@cnn
@ces
@evankirstel
@kirkdborne
@frronconi
@bmw

Top Mentioned in G7:
@licit_tech
@oliveuwamahoro3
@olindiku
@mu_adrien
@bernyumwali
@apple
@hyundai_global
@arrival
@bostondynamics
@cnet

Top Mentioned in G8:
@gigadgets_
@fabriziobustama
@arlenenewbigg
@rickking16
@curieuxexplorer
@xbond49
@kalydeoo
@andresvilarino
@lesguer_lionel
@psb_dc

Top Mentioned in G9:
@sternpinballinc
@ijustine
@kentgerman
@acedtect
@edbaig
@nansanfran
@mikesnider
@maryvale
@cheddar
@lovethatyacht

Top Mentioned in G10:
@samsungus
@acer
@aceramerica
@corning
@glidemtech

Top Tweeters
Top Tweeters in Entire Graph:
@sectest9
@dichristine
@current_knewz
@hrblock_21
@peruenlanoticia
@chidambara09
@cybersec_feeds
@quibellpaul
@amaia_haikazti
@delta

Top Tweeters in G1:
@sectest9
@chidambara09
@xaelbot
@lorimoreno
@codedailybot
@businessinsider
@codegnuts
@cybersecurityn8
@calcaware
@bexxmodd

Top Tweeters in G2:
@hrblock_21
@femtech_
@fintechna
@inmannews
@bbcworld
@cnnee
@kylektl99
@dnd_lich
@dndclerichorgar
@fabriciosx

Top Tweeters in G3:
@current_knewz
@elsolde_mexico
@estream_studios
@superfabis
@aivanet
@hchtelevdigital
@scanmyphotos
@monkey_viral
@netnoticiasmx
@diariopuntual

Top Tweeters in G4:
@quibellpaul
@evankirstel
@npsusa
@staunchinsafian
@icp3_zero
@eutopean
@xzpwedvhhh37i3c
@flatearthcity
@drferdowsi
@mediapython

Top Tweeters in G5:
@dichristine
@peruenlanoticia
@sudeepkhatri
@limanoticia
@momsfocus
@valaafshar
@o_g_log
@skynewsaust
@epuujee
@tinikon

Top Tweeters in G6:
@yazmatsuki
@cnbc
@researchmrx
@cnn
@hubofml
@hakshik
@forbes
@theeconomist
@cameraguyrob
@regamertron

Top Tweeters in G7:
@cybersec_feeds
@washingtonpost
@gvalan
@windows
@applertweet
@xbox
@paxxman
@360magazine
@startzai
@wef

Top Tweeters in G8:
@indiegamesdevel
@machinelearnflx
@ilovebooks786
@darrenculbreath
@vicentelozadab
@lesguer_lionel
@meladalklimat
@tunnelbreeze
@rickking16
@sminaev2015

Top Tweeters in G9:
@artallks
@mikeydusse
@jiff01
@gotsrange
@ijonnim
@davidiwanow
@lovethatyacht
@ratkutti
@kitson
@ant_pruitt

Top Tweeters in G10:
@twood3
@judongho_
@yeezydude
@anshelsag
@nanotuning3
@gothy01325515
@monotoshsett
@irata2009
@fiberyko
@samsungus


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