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#ces_2021-01-12_05-21-31.xlsx (experimental version)
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From:
marc_smith
Uploaded on:
January 12, 2021
Short Description:
#ces via NodeXL https://bit.ly/3shSOld
@activithink
@evankirstel
@albertoemachado
@ces
@jimharris
@wired
@fmfrancoise
@analytics_699
@arcade_1up
@xqc

Top hashtags:
#ces
#ces2021
#ai
#iot
#5g
#tech
#machinelearning
#futureofwork
#100daysofcode
#iiot

Description:
Description
The graph represents a network of 7,098 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 Tuesday, 12 January 2021 at 14:06 UTC.

The tweets in the network were tweeted over the 7-day, 7-hour, 6-minute period from Tuesday, 05 January 2021 at 06:15 UTC to Tuesday, 12 January 2021 at 13:21 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 : 7098
Unique Edges : 19402
Edges With Duplicates : 26577
Total Edges : 45979
Number of Edge Types : 5
Tweet : 2924
Replies to : 560
Retweet : 9642
MentionsInRetweet : 27386
Mentions : 5467
Self-Loops : 3108
Reciprocated Vertex Pair Ratio : 0.0408746095493083
Reciprocated Edge Ratio : 0.0785389693903798
Connected Components : 924
Single-Vertex Connected Components : 628
Maximum Vertices in a Connected Component : 5545
Maximum Edges in a Connected Component : 44063
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.548166
Graph Density : 0.000463051687295951
Modularity : 0.333317
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 7,098 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 Tuesday, 12 January 2021 at 14:06 UTC.

The tweets in the network were tweeted over the 7-day, 7-hour, 6-minute period from Tuesday, 05 January 2021 at 06:15 UTC to Tuesday, 12 January 2021 at 13:21 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:
[117] https://rog.asus.com/event/for-those-who-dare/?utm_source=xqc&utm_medium=kol&utm_campaign=21q1_rog_ces_hq
[69] https://www.gamespot.com/articles/ces-2021-arcade1up-unveils-new-cabinets-for-x-men-killer-instinct-and-more/1100-6486087/
[61] https://www.usatoday.com/story/tech/2021/01/10/ces-2021-star-wars-inspired-hologram-tech-headed-your-smartphone/6598697002/
[56] https://www.indiatoday.in/technology/features/story/ces-2021-starts-today-here-s-a-guide-to-the-first-big-tech-event-of-the-year-from-schedule-to-what-you-can-expect-1757817-2021-01-11
[52] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=245380
[51] https://www.altoros.com/blog/what-it-takes-to-build-and-train-neural-networks-for-autonomous-vehicles/
[50] https://www.visiononline.org/vision-resources-details.cfm/vision-resources/Vision-Systems-Cruise-into-Autonomous-Vehicles/content_id/6838
[50] https://aka.tv/
[48] https://www.bbc.com/news/technology-55582236
[47] https://www.panasonic.com/global/corporate/exhibition/ja/ces2021/special_seminar.html#webseminar

Top URLs in Tweet in G1:
[28] https://cryptogator.co/
[22] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=245221
[21] https://www.liveareacx.com/blog/livearea-scan-gotm-debuts-at-ces-the-global-innovation-stage/
[17] https://www.youtube.com/c/rockynashlive?sub_confirmation=1
[12] https://aka.tv/
[12] https://www.etsy.com/shop/eBargains
[11] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=245380
[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.reviewjournal.com/business/conventions/ces/first-of-its-kind-ces-ready-to-launch-on-computer-screens-monday-2242413/
[9] https://www.indiatoday.in/technology/features/story/ces-2021-starts-today-here-s-a-guide-to-the-first-big-tech-event-of-the-year-from-schedule-to-what-you-can-expect-1757817-2021-01-11

Top URLs in Tweet in G2:
[28] https://www.slashgear.com/lenovo-thinkreality-a3-smart-glasses-offer-virtual-monitors-workplace-ar-10654255/
[20] https://www.businessinsider.com/starlink-beta-uk-elon-musk-spacex-satellite-broadband-2021-1?utmSource=twitter&utmContent=referral&utmTerm=topbar&referrer=twitter
[19] https://mashable.com/article/what-is-signal-app/
[18] https://twitter.com/jimharris/status/1348708342378745858
[14] https://hypebeast.com/2020/9/maskfone-smartphone-integrated-facemask
[13] https://www.ign.com/articles/ces-2021-how-to-watch-dates-schedule-news
[12] https://www.cnbc.com/2021/01/11/bitcoin-btc-price-nearly-170-billion-wiped-off-entire-cryptocurrency-market.html?__source=sharebar|twitter&par=sharebar
[12] https://interestingengineering.com/tokyo-company-unveils-worlds-first-wearable-glucose-monitor
[12] https://eu.usatoday.com/story/tech/2021/01/10/ces-2021-star-wars-inspired-hologram-tech-headed-your-smartphone/6598697002/
[10] https://cloud.google.com/blog/products/networking/google-cloud-streams-augmented-reality

Top URLs in Tweet in G3:
[59] https://www.usatoday.com/story/tech/2021/01/10/ces-2021-star-wars-inspired-hologram-tech-headed-your-smartphone/6598697002/
[45] https://www.bbc.com/news/technology-55582236
[43] https://www.indiatoday.in/technology/features/story/ces-2021-starts-today-here-s-a-guide-to-the-first-big-tech-event-of-the-year-from-schedule-to-what-you-can-expect-1757817-2021-01-11
[41] https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=245380
[41] https://www.cnet.com/news/top-trends-to-expect-ces-2021/
[39] https://amp.usatoday.com/amp/6598697002
[37] https://aka.tv/
[34] https://www.anandtech.com/show/16376/ces-2021-hp-elite-dragonfly-lightweight-laptops
[32] https://www.cnet.com/news/ces-2021-trends-6-things-we-expect-virtual-show/
[32] https://www.theverge.com/2021/1/11/22224601/lg-ces-virtual-influencer-dj-reah-keem-uvc-robot

Top URLs in Tweet in G4:
[7] https://itincanadaonline.ca/index.php/lg-to-launch-qned-mini-led-tv-at-the-virtual-ces-2021/
[5] https://mopinion.com/en/examples-website-user-experience-ux-questionnaires/?utm_content=bufferc3680&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[5] https://digital.ces.tech/home
[5] https://www.wired.com/story/ces-2021-liveblog-day-2/
[4] https://www.wired.com/story/ces-2021-what-to-expect/
[4] https://caracol.com.co/radio/2021/01/11/tecnologia/1610377056_439773.html
[4] https://hopin.com/events/foodtech-live-2021
[3] https://www.cnet.com/news/a-virtual-ces-2021-means-were-missing-out-on-meeting-these-cool-robots-in-person/
[3] https://content-app.com/?action=leadgen&id=Mzk3MyMjIyNodHRwczovL3d3dy56ZG5ldC5jb20vYXJ0aWNsZS9jZXMtMjAyMS1sZW5vdm8tbGF1bmNoZXMtdGhpbmtwYWQteDEyLWRldGFjaGFibGUvI2Z0YWc9UlNTYmFmZmI2OCMjIyM&skip=1
[2] https://www.cmswire.com/customer-experience/common-ways-cx-practitioners-use-voice-of-the-customer-templates/?utm_source=dlvr.it&utm_medium=twitter&utm_campaign=cm&utm_content=all-articles-rss

Top URLs in Tweet in G5:
[25] https://twitter.com/CES/status/1348768085403119616
[21] https://twitter.com/femalequotient/status/1348791786857066496
[19] https://twitter.com/JimHarris/status/1348793113356210176
[15] https://www.wsj.com/articles/BL-DGB-45131
[10] https://www.engadget.com/2018-07-09-become-one-with-art-at-tokyos-psychedelic-digital-museum.html
[7] https://www.washingtonpost.com/technology/2021/01/11/ces/?outputType=amp
[5] https://www.forbes.com/sites/antonyleather/2021/01/11/intel-confirms-core-i9-11900k-19-faster-ryzen-killer-inbound/?sh=7ead6955345f
[5] http://corp.smarteye.se/en/press/press-releases/press-detail/?slug=smart-eye-previews-new-aftermarket-driver-monitoring-system-at-all-digital-ces-r-2021-1
[4] https://newsroom.intel.com/news-releases/ces-2021-intel-announces-four-new-processor-families/#gs.qda46h
[3] https://www.broadbandsearch.net/blog/mobile-desktop-internet-usage-statistics

Top URLs in Tweet in G6:
[40] https://www.wired.com/story/mobileye-lidar-on-a-chip-intel/?utm_social-type=owned&utm_source=twitter&utm_brand=wired&utm_medium=social&mbid=social_twitter
[37] https://www.wired.com/story/ces-2021-liveblog-day-1/?utm_brand=wired&mbid=social_twitter&utm_social-type=owned&utm_medium=social&utm_source=twitter
[33] https://www.wired.com/story/ces-2021-liveblog-day-1/
[21] https://www.wired.com/story/mobileye-lidar-on-a-chip-intel?utm_social-type=owned&utm_brand=wired&mbid=social_twitter&utm_source=twitter&utm_medium=social
[21] https://www.wired.com/story/ces-2021-liveblog-day-1/?utm_brand=wired&utm_campaign=wiredgadgetlab&mbid=social_tw_gear&utm_source=twitter&utm_medium=social&utm_social-type=owned
[18] https://www.wired.com/story/ces-2021-liveblog-day-1/?utm_brand=wired&utm_social-type=owned&utm_source=twitter&mbid=social_twitter&utm_medium=social
[11] https://www.wired.com/story/ces-2021-liveblog-day-1/?utm_source=twitter&utm_medium=social&utm_social-type=owned&utm_brand=wired&mbid=social_twitter
[10] https://www.wired.com/story/ces-2021-liveblog-day-1/?utm_social-type=owned&utm_medium=social&utm_source=twitter&utm_brand=wired&mbid=social_twitter
[7] https://flipboard.com/@cnet/how-to-watch-ces-2021-n70hbef8kbccttle
[7] https://wired.jp/2021/01/11/ces-2021-what-to-expect/

Top URLs in Tweet in G7:
[46] https://www.panasonic.com/global/corporate/exhibition/ja/ces2021/special_seminar.html#webseminar
[21] https://www.altoros.com/blog/what-it-takes-to-build-and-train-neural-networks-for-autonomous-vehicles/
[17] https://www.hackster.io/news/this-slick-3d-printed-esp32-based-hmi-unit-looks-like-a-professional-store-bought-device-b102afac3a90
[17] https://www.visiononline.org/vision-resources-details.cfm/vision-resources/Vision-Systems-Cruise-into-Autonomous-Vehicles/content_id/6838
[16] https://link.springer.com/article/10.1007/s00466-019-01768-2
[15] https://www.r-bloggers.com/2021/01/explaining-predictions-of-convolutional-neural-networks-with-sauron-package/
[13] https://www.statista.com/chart/amp/13463/autonomous-cars_-how-would-you-spend-your-time/
[13] https://www.hackster.io/news/this-raspberry-pi-weather-station-displays-the-forecast-in-beautiful-ascii-art-e8745ee654ff
[11] https://twitter.com/Analytics_699/status/1348687934627540992
[9] https://www.panasonic.com/global/corporate/exhibition/ja/ces2021.html?utm_source=ptwitter&utm_medium=social&utm_campaign=ces21tokyo

Top URLs in Tweet in G8:
[112] https://rog.asus.com/event/for-those-who-dare/?utm_source=xqc&utm_medium=kol&utm_campaign=21q1_rog_ces_hq
[33] https://rog.asus.com/event/for-those-who-dare/?utm_source=fresh&utm_medium=kol&utm_campaign=21q1_rog_ces_hq
[10] https://andauth.co/1pGaIa

Top URLs in Tweet in G9:
[68] https://www.gamespot.com/articles/ces-2021-arcade1up-unveils-new-cabinets-for-x-men-killer-instinct-and-more/1100-6486087/
[45] https://9to5toys.com/2021/01/11/arcade1up-ces-2021/
[14] https://www.cnet.com/news/infinity-game-table-hands-on-touch-screen-table-gives-classic-board-games-new-spin/
[4] https://www.thebrick.com/pages/search-results?q=legacy%20edition
[2] https://redirect.viglink.com/?u=https://www.bestbuy.com/site/arcade1up-pong-pub-table/6448610.p%3FskuId%3D6448610&key=b95ce0d6ae82734304d4e8e2483773d3
[2] https://www.youtube.com/watch?v=tERiyrooqJE&feature=youtu.be

[1] https://twitter.com/arcade_1up/status/1348686124919750657

Top URLs in Tweet in G10:
[8] http://www.vox.com/2015/5/30/8689481/margaret-hamilton-apollo-software?utm_medium=social&utm_source=twitter&utm_campaign=voxdotcom&utm_content=monday
[2] https://twitter.com/ShiCooks/status/1348756229036892161
[2] https://dropthespotlight.com/seoul-semiconductor-and-seoul-viosys-introduce-four-application-solutions-applied-the-worlds-first-led-technologies-at-ces-2021/
[2] https://dropthespotlight.com/xenomas-ces-exhibit-to-showcase-e-skin-emstyle-electrical-muscle-stimulation-suit-that-lets-a-fitness-trainer-buzz-your-body/
[2] https://dropthespotlight.com/connected-insoles-and-artificial-intelligence-for-wellness-sport-performance/
[2] https://dropthespotlight.com/mad-catz-announces-the-b-a-t-6-gaming-mouse/
[2] https://www.beautypackaging.com/contents/view_breaking-news/2020-12-21/perfect-corp-to-debut-beauty-tech-innovations-at-ces-2021/?utm_source=BPedit&utm_medium=TwitterEdit&utm_campaign=Perfect%20Corp%20To%20Debut%20Beauty%20Tech%20Innovations%20at%20CES%202021
[1] https://dropthespotlight.com/hyperx-reveals-all-new-pc-and-console-gaming-gear-at-ces-2021/
[1] https://dropthespotlight.com/quantum-operations-ces-exhibit-to-showcase-the-worlds-first-glucose-measuring-wristband-that-enables-truly-nonstop-monitoring/
[1] https://dropthespotlight.com/rise-gardens-announces-launch-of-smaller-scale-version-of-popular-indoor-smart-garden-voice-control-functionality-via-alexa-and-industry-first-microgreens-add-on-at-ces-2021/

Top Domains
Top Domains in Tweet in Entire Graph:
[1392] twitter.com
[285] youtube.com
[284] wired.com
[228] cnet.com
[187] nodexlgraphgallery.org
[161] asus.com
[121] usatoday.com
[111] techcrunch.com
[108] ces.tech
[95] theverge.com

Top Domains in Tweet in G1:
[199] twitter.com
[79] youtube.com
[53] nodexlgraphgallery.org
[36] digitaltrends.com
[31] aka.tv
[30] reviewjournal.com
[29] cnet.com
[28] cryptogator.co
[25] techcrunch.com
[25] ces.tech

Top Domains in Tweet in G2:
[124] twitter.com
[46] techcrunch.com
[40] techaeris.com
[31] engadget.com
[30] com.au
[28] slashgear.com
[28] com.tr
[25] cnet.com
[21] businessinsider.com
[20] mashable.com

Top Domains in Tweet in G3:
[751] twitter.com
[130] cnet.com
[123] nodexlgraphgallery.org
[104] usatoday.com
[60] youtube.com
[58] aka.tv
[52] theverge.com
[46] bbc.com
[43] indiatoday.in
[43] hackster.io

Top Domains in Tweet in G4:
[45] twitter.com
[33] linkedin.com
[18] youtube.com
[18] cnet.com
[10] ces.tech
[10] aivanet.com
[9] wired.com
[7] adweek.com
[7] engadget.com
[7] itincanadaonline.ca

Top Domains in Tweet in G5:
[85] twitter.com
[18] wsj.com
[10] engadget.com
[7] intel.com
[7] washingtonpost.com
[5] forbes.com
[5] smarteye.se
[4] youtube.com
[3] broadbandsearch.net
[3] co.uk

Top Domains in Tweet in G6:
[226] wired.com
[20] flipboard.com
[11] twitter.com
[7] wired.jp
[6] bytesector.com
[4] asus.com
[2] benzinga.com
[2] arstechnica.com
[2] cnet.com
[1] theverge.com

Top Domains in Tweet in G7:
[59] panasonic.com
[44] twitter.com
[30] hackster.io
[23] licittech.com
[21] altoros.com
[17] visiononline.org
[16] springer.com
[15] r-bloggers.com
[13] statista.com
[11] globalspec.com

Top Domains in Tweet in G8:
[145] asus.com
[10] andauth.co

Top Domains in Tweet in G9:
[68] gamespot.com
[45] 9to5toys.com
[14] cnet.com
[4] thebrick.com
[2] viglink.com
[2] youtube.com
[1] twitter.com

Top Domains in Tweet in G10:
[16] dropthespotlight.com
[8] vox.com
[3] twitter.com
[2] beautypackaging.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[13963] ces
[10893] ces2021
[2548] ai
[1863] iot
[1539] 5g
[1447] tech
[1234] machinelearning
[1130] futureofwork
[1016] 100daysofcode
[945] iiot



Top Hashtags in Tweet in G1:
[2468] ces
[1977] ces2021
[316] tech
[255] technology
[253] 5g
[224] ai
[144] xvg
[139] innovation
[136] vr
[134] iot

Top Hashtags in Tweet in G2:
[1918] ces
[1772] ces2021
[205] tech
[169] iot
[151] ai
[131] drones
[119] technology
[115] innovation
[90] vr
[84] ar

Top Hashtags in Tweet in G3:
[4544] ces
[4379] ces2021
[1618] ai
[1076] iot
[931] 5g
[771] machinelearning
[741] tech
[721] futureofwork
[610] 100daysofcode
[493] ml

Top Hashtags in Tweet in G4:
[781] ces
[183] ces2021
[29] samsung
[28] technology
[26] lg
[24] tech
[14] innovation
[12] news
[10] ces21
[10] tcl

Top Hashtags in Tweet in G5:
[705] ces
[626] ces2021
[71] ai
[69] health
[60] mondaythoughts
[59] fitness
[54] bigdata
[53] mobile
[50] womenintech
[47] tech

Top Hashtags in Tweet in G6:
[315] ces
[108] ces2021
[21] tech
[13] gadgets
[8] gadget
[7] video
[7] conference
[7] livestream
[6] rog
[6] forthosewhodare

Top Hashtags in Tweet in G7:
[538] ces
[495] ces2021
[358] iot
[357] ai
[346] linux
[341] iiot
[341] bigdata
[339] analytics
[332] 100daysofcode
[327] machinelearning

Top Hashtags in Tweet in G8:
[155] ces
[145] rog
[145] ces2021
[145] forthosewhodare
[112] sponsored
[10] technology
[10] lg
[1] smartphone

Top Hashtags in Tweet in G9:
[152] ces
[140] ces2021
[87] arcade1up
[45] videogames
[44] arcade
[9] infinitygametable
[7] playstation
[6] ps5
[5] ps6
[4] streetfighter

Top Hashtags in Tweet in G10:
[163] ces
[131] ces2021
[70] ai
[64] iot
[51] 4ir
[48] 5g
[47] smartcity
[39] ces21
[31] smartcities
[27] aiforgood

Top Words
Top Words in Tweet in Entire Graph:
[14483] #ces
[11341] #ces2021
[2865] ces
[2666] #ai
[2055] 2021
[2001] #iot
[1730] jblefevre60
[1671] #5g
[1643] nicochan33
[1592] #tech

Top Words in Tweet in G1:
[2548] #ces
[2057] #ces2021
[936] ces
[469] 2021
[338] #tech
[297] #technology
[290] #5g
[251] #ai
[240] more
[172] year

Top Words in Tweet in G2:
[1991] #ces
[1822] #ces2021
[257] 2021
[246] ces
[228] #tech
[185] #iot
[168] more
[156] #ai
[153] coming
[148] #innovation

Top Words in Tweet in G3:
[4854] #ces
[4650] #ces2021
[1699] #ai
[1466] nicochan33
[1452] jblefevre60
[1359] pawlowskimario
[1186] #iot
[1022] #5g
[969] margaretsiegien
[861] #machinelearning

Top Words in Tweet in G4:
[781] #ces
[197] 2021
[183] #ces2021
[160] ces
[81] virtual
[63] tech
[61] year
[57] show
[42] first
[39] digital

Top Words in Tweet in G5:
[706] #ces
[628] #ces2021
[123] cartoon
[116] ces
[105] love
[91] first
[77] billion
[72] #ai
[69] #health
[67] things

Top Words in Tweet in G6:
[315] #ces
[124] maskfone
[111] ice
[108] #ces2021
[86] calls
[84] mask
[79] make
[73] making
[67] showed
[59] without

Top Words in Tweet in G7:
[554] #ces
[511] #ces2021
[359] #iot
[358] #ai
[346] #linux
[342] #bigdata
[341] #iiot
[339] #analytics
[333] #100daysofcode
[328] #machinelearning

Top Words in Tweet in G8:
[356] rog
[323] event
[155] #ces
[145] ces
[145] 2021
[145] launch
[145] 12
[145] 10am
[145] pst
[145] win

Top Words in Tweet in G9:
[153] #ces
[140] #ces2021
[131] #arcade1up
[112] announced
[112] #videogames
[69] more
[69] lineup
[68] great
[68] details
[68] gamespot

Top Words in Tweet in G10:
[163] #ces
[131] #ces2021
[70] #ai
[64] #iot
[51] #4ir
[48] #5g
[47] #smartcity
[39] #ces21
[31] #smartcities
[27] #aiforgood

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[3912] #ces2021,#ces
[3353] #ces,#ces2021
[1098] ces,2021
[902] #iot,#iiot
[714] #analytics,#ai
[674] #rstats,#reactjs
[591] #linux,#serverless
[495] #ai,#machinelearning
[481] #serverless,#flutter
[481] #ar,#vr

Top Word Pairs in Tweet in G1:
[643] #ces2021,#ces
[624] #ces,#ces2021
[320] ces,2021
[118] during,ces
[92] #ar,#vr
[82] #ces2021,#tech
[80] #verge,#voicelife
[76] ces,#ces2021
[63] keep,mind
[63] one,biggest

Top Word Pairs in Tweet in G2:
[1062] #ces,#ces2021
[348] #ces2021,#ces
[146] ces,2021
[124] drone,delivery
[124] #ces2021,#drones
[122] yay,drone
[122] delivery,coming
[122] coming,#ces
[74] more,gadgets
[71] gadgets,nothing

Top Word Pairs in Tweet in G3:
[1674] #ces2021,#ces
[942] #ces,#ces2021
[454] #iot,#iiot
[365] nicochan33,jblefevre60
[362] #ai,#machinelearning
[352] #analytics,#ai
[336] #ces,ready
[323] #rstats,#reactjs
[286] #linux,#serverless
[264] ツ,_

Top Word Pairs in Tweet in G4:
[81] ces,2021
[70] #ces,2021
[67] #ces,#ces2021
[58] #ces2021,#ces
[20] virtual,#ces
[19] consumer,electronics
[19] electronics,show
[14] 2021,#ces
[12] show,#ces
[11] #ces,vegas

Top Word Pairs in Tweet in G5:
[506] #ces2021,#ces
[58] #ces,#fitness
[55] love,powerful
[55] powerful,cartoon
[55] cartoon,things
[55] things,changed
[55] changed,1990s
[55] 1990s,#ces2021
[55] #fitness,#health
[55] #health,#mondaythoughts

Top Word Pairs in Tweet in G6:
[59] #ces,#ces2021
[43] phone,calls
[43] calls,maskfone
[43] n95,filter
[43] filter,built
[43] attached,earbuds
[43] sounding,calls
[43] check,liveblog
[41] day,one
[41] meet,maskfone

Top Word Pairs in Tweet in G7:
[341] #iot,#iiot
[300] #analytics,#ai
[292] #rstats,#reactjs
[254] #linux,#serverless
[218] #serverless,#flutter
[161] #vr,#mr
[146] #ar,#vr
[144] #mr,#rstats
[141] #reactjs,#iot
[135] #coding,#100daysofcode

Top Word Pairs in Tweet in G8:
[145] ces,2021
[145] 2021,rog
[145] rog,launch
[145] launch,event
[145] 12,10am
[145] 10am,pst
[145] win,rog
[145] game,voucher
[145] #rog,#ces2021
[145] #ces2021,#ces

Top Word Pairs in Tweet in G9:
[75] #ces,#ces2021
[68] more,great
[68] great,details
[68] details,gamespot
[68] gamespot,newly
[68] newly,announced
[68] announced,lineup
[68] lineup,#ces
[68] #ces2021,#arcade1up
[68] #arcade1up,#arcades

Top Word Pairs in Tweet in G10:
[70] #ces,#ces2021
[68] #ces2021,#ces
[30] #ai,#ces
[24] accurate,1930
[24] 1930,drawing
[24] drawing,'life
[24] 'life,future'
[24] future',#iot
[24] #iot,#5g
[24] #5g,#ai

Top Replied-To
Top Replied-To in Entire Graph:
@albertoemachado
@activithink
@ces
@haroldsinnott
@lenovo
@samsung
@vivianfrancos
@lgus
@nicochan33
@ijustine

Top Replied-To in G1:
@ces
@albertoemachado
@lgus
@samsung
@activithink
@ijustine
@verizon
@snyderelectric
@voicelife_inc
@haroldsinnott

Top Replied-To in G2:
@lenovo
@lgelectronics
@gadgetlab
@tomemrich
@ces
@geordiemuppet
@gadgets360
@samsung
@samsungus
@evankirstel

Top Replied-To in G3:
@albertoemachado
@activithink
@haroldsinnott
@ces
@nicochan33
@vivianfrancos
@debraquiat
@nincoroby
@guillaume_rio
@jimharris

Top Replied-To in G5:
@intel
@schneiderna
@mobileye
@canonusaimaging
@rwang0
@amnonshashua

Top Replied-To in G6:
@jeremywired
@ppgarcia75
@asus_rog

Top Replied-To in G7:
@albertoemachado
@activithink
@haroldsinnott
@vivianfrancos
@ces
@analytics_699
@metricool_es

Top Replied-To in G9:

Top Mentioned
Top Mentioned in Entire Graph:
@jblefevre60
@nicochan33
@pawlowskimario
@ces
@margaretsiegien
@fmfrancoise
@haroldsinnott
@kalydeoo
@rwang0
@fabriziobustama

Top Mentioned in G1:
@ces
@fmfrancoise
@jblefevre60
@haroldsinnott
@nicochan33
@albertoemachado
@lgus
@rwang0
@verizon
@pawlowskimario

Top Mentioned in G2:
@irmaraste
@jblefevre60
@samsung
@jimharris
@lenovo
@ces
@lenovous
@roblemvr
@evirahealth
@evankirstel

Top Mentioned in G3:
@nicochan33
@jblefevre60
@pawlowskimario
@margaretsiegien
@fmfrancoise
@kalydeoo
@haroldsinnott
@rwang0
@fabriziobustama
@mvollmer1

Top Mentioned in G4:
@nanoscent
@hchtelevdigital
@cipiavision
@mayaplentz
@proactivoperu
@hxosplus

Top Mentioned in G5:
@irmaraste
@ces
@femalequotient
@tamaramccleary
@marshacollier
@sallyeaves
@ursularingham
@amishagandhi
@elisequevedo
@savissavvy

Top Mentioned in G6:
@cnet
@wired
@ppgarcia75
@asus_rog
@samsung
@asususa
@flipboard
@gadgetlab
@loradicarlo_hq
@unitedtalent

Top Mentioned in G7:
@analytics_699
@gizmodojapan
@asciijpeditors
@bijapan
@weeklyascii
@haroldsinnott
@jblefevre60
@nicochan33
@fabriziobustama
@ces

Top Mentioned in G9:
@9to5toys
@arcade_1up
@ces
@cnet
@enricomolinari

Top Mentioned in G10:
@cnn
@freenptech
@cnbc
@voxdotcom
@2morrowknight
@nasa
@cdaitgt
@cnet
@bmw
@madcatz

Top Tweeters
Top Tweeters in Entire Graph:
@virginmedia
@vzwsupport
@sectest9
@dichristine
@hrblock_21
@edinburghwatch
@robre62
@peruenlanoticia
@chidambara09
@cybersec_feeds

Top Tweeters in G1:
@virginmedia
@vzwsupport
@dichristine
@hrblock_21
@robre62
@femtech_
@icarlyfan2009
@sudeepkhatri
@davidpuma
@emceeslim

Top Tweeters in G2:
@edinburghwatch
@quibellpaul
@evankirstel
@g1
@npsusa
@staunchinsafian
@76ercule
@hollowmanseries
@le_parisien
@valaafshar

Top Tweeters in G3:
@sectest9
@chidambara09
@cybersec_feeds
@indiegamesdevel
@xaelbot
@lorimoreno
@codedailybot
@businessinsider
@le_figaro
@alfredovela

Top Tweeters in G4:
@aldoceccarelli
@eleconomista
@chatlas
@elsolde_mexico
@superfabis
@photosbybeanz
@itrackr_fr
@presseticker
@blodico
@aivanet

Top Tweeters in G5:
@actionscript3
@ronaldclarke
@rkastrejon
@rockyintx
@marshacollier
@annfinster
@entwistletx
@nvania
@theeddie24ful
@wsj

Top Tweeters in G6:
@eggry
@purplegarter1
@lulu_graezinski
@lorettabower3
@stanleysuen
@rhcm123
@consaba
@ilovebooks786
@jacobussystems
@techjunkiejh

Top Tweeters in G7:
@fintechna
@llnuxbot
@bestgreatist
@terrinakamura
@bayiskendr
@serverlessfan
@mark45dominic
@ma2004777
@thesecretjunio1
@_reactdev

Top Tweeters in G8:
@e_nea365
@theadash
@khomarahasan
@tangocto
@abzbreathtaking
@memicsamed
@aqibqayyum
@androidauth
@heathen_stoner
@r_chungster

Top Tweeters in G9:
@edmgamer_
@therealvgn
@9to5toys
@themarcusgraham
@arch_carrier
@bradsmithvr
@justsomedude899
@nativebrony_91
@errrrrick1
@dragonwolfmiko

Top Tweeters in G10:
@yazmatsuki
@cnbc
@cnn
@hakshik
@ijasonwu
@artificialbra1n
@socentlive
@jayeshmthakur
@2morrowknight
@voxdotcom


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