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#CES2021 Twitter NodeXL SNA Map and Report for Saturday, 16 January 2021 at 20:13 UTC (experimental version)
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From:
marc_smith
Uploaded on:
January 16, 2021
Short Description:
#CES2021 via NodeXL https://bit.ly/3swb8qW
@razer
@ces
@fmfrancoise
@cnet
@jblefevre60
@jeffkagan
@intel
@haroldsinnott
@analytics_699
@kalydeoo

Top hashtags:
#ces2021
#ai
#iot
#machinelearning
#ces
#bigdata
#100daysofcode
#ml
#futureofwork
#analytics

Description:
Description
The graph represents a network of 10,015 Twitter users whose recent tweets contained "#CES2021", 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 Saturday, 16 January 2021 at 21:42 UTC.

The tweets in the network were tweeted over the 1-day, 17-hour, 50-minute period from Friday, 15 January 2021 at 02:20 UTC to Saturday, 16 January 2021 at 20:11 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 : 10015
Unique Edges : 34645
Edges With Duplicates : 53646
Total Edges : 88291
Number of Edge Types : 5
Retweet : 14104
MentionsInRetweet : 58470
Mentions : 12193
Replies to : 574
Tweet : 2950
Self-Loops : 3281
Reciprocated Vertex Pair Ratio : 0.0323647246222909
Reciprocated Edge Ratio : 0.0627001753360608
Connected Components : 1263
Single-Vertex Connected Components : 846
Maximum Vertices in a Connected Component : 7808
Maximum Edges in a Connected Component : 85122
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 4.038234
Graph Density : 0.000426512218889561
Modularity : 0.31066
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 10,015 Twitter users whose recent tweets contained "#CES2021", 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 Saturday, 16 January 2021 at 21:42 UTC.

The tweets in the network were tweeted over the 1-day, 17-hour, 50-minute period from Friday, 15 January 2021 at 02:20 UTC to Saturday, 16 January 2021 at 20:11 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 : #CES2021
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 : In-Degree

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[130] https://www.razer.com/concepts/razer-project-brooklyn
[74] https://graphicriver.net/item/charts-and-data-driven-google-slides-presentation-template/29960166?ref=spriteit&irgwc=1&clickid=&iradid=275988&irpid=1406468&iradtype=ONLINE_TRACKING_LINK&irmptype=&mp_value1=&utm_campaign=af_impact_radius_1406468&utm_medium=affiliate&utm_source=impact_radius
[54] https://www.gizmodo.jp/2021/01/ces2021-blood-glucose-level-smart-watch.html
[43] https://news.lenovo.com/pressroom/press-releases/lenovo-legion-goes-all-out-new-futuristic-gaming-machines/
[37] https://www.engadget.com/best-of-ces-2021-finalists-210053034.html
[36] https://graphicriver.net/item/business-plan-powerpoint-presentation-template/16870016?ref=spriteit&irgwc=1&clickid=&iradid=275988&irpid=1406468&iradtype=ONLINE_TRACKING_LINK&irmptype=&mp_value1=&utm_campaign=af_impact_radius_1406468&utm_medium=affiliate&utm_source=impact_radius
[36] https://graphicriver.net/item/social-media-marketing-ppt-pitch-deck/21363005?ref=spriteit&irgwc=1&clickid=&iradid=275988&irpid=1406468&iradtype=ONLINE_TRACKING_LINK&irmptype=&mp_value1=&utm_campaign=af_impact_radius_1406468&utm_medium=affiliate&utm_source=impact_radius
[35] https://www-freecodecamp-org.cdn.ampproject.org/v/s/www.freecodecamp.org/news/data-science-learning-roadmap/amp/?amp_js_v=a6&_gsa=1&usqp=mq331AQFKAGwASA%3D#csi=0&referrer=https%3A%2F%2Fwww.google.com&_tf=Fonte%3A%20%251%24s&share=https%3A%2F%2Fwww.freecodecamp.org%2Fnews%2Fdata-science-learning-roadmap%2F
[33] https://graphicriver.net/item/digital-marketing-and-social-media-2-powerpoint-presentation-template/23269850?ref=spriteit&irgwc=1&clickid=&iradid=275988&irpid=1406468&iradtype=ONLINE_TRACKING_LINK&irmptype=&mp_value1=&utm_campaign=af_impact_radius_1406468&utm_medium=affiliate&utm_source=impact_radius
[32] https://www.gizmodo.jp/2021/01/htc-desire-revival.html

Top URLs in Tweet in G1:
[9] https://tweetedtimes.com/JeromeMONANGE?s=tnp
[8] https://trib.al/36Zyh9D
[7] https://graphicriver.net/item/charts-and-data-driven-google-slides-presentation-template/29960166?ref=spriteit&irgwc=1&clickid=&iradid=275988&irpid=1406468&iradtype=ONLINE_TRACKING_LINK&irmptype=&mp_value1=&utm_campaign=af_impact_radius_1406468&utm_medium=affiliate&utm_source=impact_radius
[6] https://m.youtube.com/watch?v=XHSYEH133HA

[5] https://graphicriver.net/item/digital-marketing-and-social-media-2-powerpoint-presentation-template/23269850?ref=spriteit&irgwc=1&clickid=&iradid=275988&irpid=1406468&iradtype=ONLINE_TRACKING_LINK&irmptype=&mp_value1=&utm_campaign=af_impact_radius_1406468&utm_medium=affiliate&utm_source=impact_radius
[5] https://www.youtube.com/watch?v=-OEgiMH5aok

[4] https://tweetedtimes.com/Themelis_Cuiper?s=tnp
[4] https://www.datasciencelearner.com/datasets-for-machine-learning-projects-data-scientist/
[4] https://www.analyticsinsight.net/how-intelligent-is-artificial-intelligence/
[4] https://aka.tv/

Top URLs in Tweet in G2:
[66] https://graphicriver.net/item/charts-and-data-driven-google-slides-presentation-template/29960166?ref=spriteit&irgwc=1&clickid=&iradid=275988&irpid=1406468&iradtype=ONLINE_TRACKING_LINK&irmptype=&mp_value1=&utm_campaign=af_impact_radius_1406468&utm_medium=affiliate&utm_source=impact_radius
[35] https://graphicriver.net/item/business-plan-powerpoint-presentation-template/16870016?ref=spriteit&irgwc=1&clickid=&iradid=275988&irpid=1406468&iradtype=ONLINE_TRACKING_LINK&irmptype=&mp_value1=&utm_campaign=af_impact_radius_1406468&utm_medium=affiliate&utm_source=impact_radius
[35] https://www.engadget.com/best-of-ces-2021-finalists-210053034.html
[34] https://graphicriver.net/item/social-media-marketing-ppt-pitch-deck/21363005?ref=spriteit&irgwc=1&clickid=&iradid=275988&irpid=1406468&iradtype=ONLINE_TRACKING_LINK&irmptype=&mp_value1=&utm_campaign=af_impact_radius_1406468&utm_medium=affiliate&utm_source=impact_radius
[33] https://www-freecodecamp-org.cdn.ampproject.org/v/s/www.freecodecamp.org/news/data-science-learning-roadmap/amp/?amp_js_v=a6&_gsa=1&usqp=mq331AQFKAGwASA%3D#csi=0&referrer=https%3A%2F%2Fwww.google.com&_tf=Fonte%3A%20%251%24s&share=https%3A%2F%2Fwww.freecodecamp.org%2Fnews%2Fdata-science-learning-roadmap%2F
[30] https://graphicriver.net/item/healthy-medical-and-healthcare-google-slides-pitch-deck/22871743?ref=spriteit&irgwc=1&clickid=&iradid=275988&irpid=1406468&iradtype=ONLINE_TRACKING_LINK&irmptype=&mp_value1=&utm_campaign=af_impact_radius_1406468&utm_medium=affiliate&utm_source=impact_radius
[28] https://graphicriver.net/item/digital-marketing-and-social-media-2-powerpoint-presentation-template/23269850?ref=spriteit&irgwc=1&clickid=&iradid=275988&irpid=1406468&iradtype=ONLINE_TRACKING_LINK&irmptype=&mp_value1=&utm_campaign=af_impact_radius_1406468&utm_medium=affiliate&utm_source=impact_radius
[21] https://graphicriver.net/item/marketing-pitch-deck-powerpoint-presentation-template/17107656?ref=spriteit&irgwc=1&clickid=&iradid=275988&irpid=1406468&iradtype=ONLINE_TRACKING_LINK&irmptype=&mp_value1=&utm_campaign=af_impact_radius_1406468&utm_medium=affiliate&utm_source=impact_radius
[16] https://graphicriver.net/item/slidepro-business-powerpoint-presentation-template/17807222?ref=spriteit&irgwc=1&clickid=&iradid=275988&irpid=1406468&iradtype=ONLINE_TRACKING_LINK&irmptype=&mp_value1=&utm_campaign=af_impact_radius_1406468&utm_medium=affiliate&utm_source=impact_radius
[15] https://thegadgetflow.com/portfolio/asus-rog-swift-32-inch-4k-monitor/

Top URLs in Tweet in G3:
[128] https://www.razer.com/concepts/razer-project-brooklyn
[22] https://asus.me/ces2021_tw
[10] https://www.intel.com/content/www/us/en/products/docs/processors/core/11th-gen-core-ultraportable-gaming-processors-brief.html?utm_source=twitter&utm_medium=social&CID=iosm&icid=100001789328881|&linkId=100000027836840
[7] https://newsroom.intel.com/press-kits/intel-ces-2021/?linkId=100000028061686
[6] https://www.razer.com/concepts/razer-project-hazel
[4] https://www.cowcotland.com/news/74942/ces-2021-presentation-du-prototype-cooler-master-masterframe-700.html?utm_source=dlvr.it&utm_medium=twitter
[2] https://www.gizbot.com/mobile/news/samsung-galaxy-s21-galaxy-s21-plus-galaxy-s21-ultra-launched-with-enhanced-cameras-072094.html
[2] https://www.gizbot.com/laptop/news/ces-2021-asus-showcases-new-laptops-at-be-ahead-launch-event-072062.html
[2] https://www.gizbot.com/laptop/news/msi-at-ces-2021-premium-gaming-laptops-with-nvidia-rtx-3000-graphics-launched-072082.html
[2] https://www.gizbot.com/accessories/news/ces-2021-samsung-galaxy-buds-pro-with-active-noise-cancellation-launched-072092.html

Top URLs in Tweet in G4:
[44] https://www.gizmodo.jp/2021/01/ces2021-blood-glucose-level-smart-watch.html
[26] https://www.gizmodo.jp/2021/01/htc-desire-revival.html
[22] https://www.gizmodo.jp/2021/01/kensington-studiodock.html
[17] https://www.gizmodo.jp/2021/01/rog-zephyrus-g14-ces21.html
[11] https://www.gizmodo.jp/2021/01/new-razer-blade-rtx-3030-ces-2021.html
[11] https://www.gizmodo.jp/2021/01/mode-smart-vape.html
[9] https://www.gizmodo.jp/2021/01/this-nifty-strap-lets-you-control-the-apple-watch-with.html
[9] https://www.gizmodo.jp/2021/01/lux-rab-lux-neckcare.html
[9] https://www.gizmodo.jp/2021/01/msi-says-the-stealth-15m-is-the-now-the-thinnest-gaming.html
[6] https://www.gizmodo.jp/2021/01/asus-rog-swift-pg32uq.html

Top URLs in Tweet in G5:
[7] https://bosch.io/customers/industrial-iot/bosch-carbon-neutral-production/?std1=twitter&std2=social&std3=701D0000000br1k&std4=boschglobal&utm_source=twitter&utm_medium=social&utm_campaign=701D0000000br1k&utm_content=boschglobal
[7] https://www.engadget.com/best-of-ces-2021-winners-215307033.html
[6] https://quantum-op.co.jp/en/category/news-en/press-en
[6] https://nobi.life/fr/nobi-chez-vous-a-la-maison/
[5] https://www.youtube.com/watch?v=SOlTojJoE-E&feature=youtu.be

[4] https://www.industrie-techno.com/article/ces-2021-cartesiam-de-l-ia-dans-les-microcontroleurs-pour-detecter-et-classer-les-pannes-sans-utiliser-le-cloud.63534
[4] https://www.elespanol.com/invertia/disruptores-innovadores/innovadores/20210115/volveremos-comer-beber-jugar-pagar-pandemia-covid-19/551195635_0.html
[3] https://www.elespanol.com/invertia/disruptores-innovadores/opinion/20210115/ces-feria-anticipaba-futuro-ancla-presente/551324868_13.html
[3] https://www.techrepublic.com/article/best-robots-at-ces-2021-humanoid-hosts-ai-pets-uv-c-disinfecting-bots-and-more/?utm_content=bufferdbea8&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer
[3] https://www.bosch-presse.de/pressportal/de/en/ces-2021-bosch-puts-its-faith-in-ai-and-connectivity-%E2%80%93-for-the-protection-of-people-and-the-environment-223360.html

Top URLs in Tweet in G6:
[6] https://www.gamespot.com/articles/samsung-galaxy-s21-s21-plus-and-s21-ultra-release-this-month-starting-at-800/1100-6486314/?PostType=image&ServiceType=twitter&ftag=ftag%3DGSS-05-10aab8e&TheTime=2021-01-14T23%3A33%3A59&UniqueID=F9DFD344-56C0-11EB-A298-15540EDC252D
[5] https://www.youtube.com/playlist?list=PL-UNnefdmZNwElkwgPFrWs0xSOZvF80xq

[5] https://issuu.com/pspsbusinessabroad/docs/ces_participants_nl?fr=sZWE0MzI2MDIwMDE
[4] https://www.digitaltrends.com/home-theater/samsung-hw-q950a-dolby-atmos-soundbar-ces-2021/?utm_source=twitter&utm_medium=social&utm_content=socialorg_hometheater
[4] https://appleinsider.com/articles/21/01/15/ces-2021-report-macbook-docking-tips-bluetooth-problems-on-the-appleinsider-podcast
[4] https://www.youtube.com/watch?v=DftDgJO4sF8&feature=youtu.be

[3] https://www.gamespot.com/articles/arcade1up-unveils-new-cabinets-at-ces-2021-x-men-killer-instinct-and-more/1100-6486087/?ServiceType=twitter&PostType=image&ftag=ftag%3DGSS-05-10aab8e&TheTime=2021-01-11T17%3A00%3A09&UniqueID=764DDBA0-542E-11EB-B979-C68D96E8478F
[3] https://www.pcmag.com/news/best-cutting-edge-prototypes-at-ces-2021?taid=6001a3a03496bb0001332c56&utm_campaign=trueAnthem%3A+Manual&utm_medium=trueAnthem&utm_source=facebook
[3] https://www.maison-et-domotique.com/126449-airpop-active-masque-connecte-ces2021/
[2] https://endurance.biz/2021/industry-news/airpop-active-billed-as-worlds-first-smart-air-wearable/?amp=1

Top URLs in Tweet in G7:
[43] https://news.lenovo.com/pressroom/press-releases/lenovo-legion-goes-all-out-new-futuristic-gaming-machines/
[7] http://www.lenovo.com/legion
[3] http://www.lenovo.com/ces/?cid=ww:social:4390172791:4390172790:TWITTER:Lenovo:Lenovo+Marketing&linkId=108747151
[2] https://twitter.com/minliangtan/status/1349556867488309251
[2] https://www.cyberport.de/angebote/kaufberatung/notebooks/asus-kaufberater.html?APID=231&wt_cc2=coma-ASUS-NB-Launch-Event-tw
[2] https://blog.notebooksbilliger.de/intel-kuendigt-vier-nuc-systeme-mit-tiger-lake-prozessoren-an/
[2] https://www.gameonaus.com/general-gaming/nvidia-plan-to-bring-ray-tracing-to-all-pc-gamers-with-rtx-3060-gpu/
[1] https://youtu.be/5QUiNKVMSS4
[1] https://www.gameonaus.com/press-releases/asus-rog-unleash-new-gaming-gear-at-ces-2021/
[1] https://www.gameonaus.com/gaming-gear/lenovo-legion-announce-2021-gaming-range-at-ces/

Top URLs in Tweet in G8:
[9] https://ifixit.activehosted.com/index.php?action=social&chash=49182f81e6a13cf5eaa496d51fea6406.344&nosocial=1
[6] https://m.youtube.com/watch?v=XeUhrRRsyZs&feature=youtu.be&utm_content=buffer856b1&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

[3] https://www.here.com/events/ces-2021?cid=CES-Twitter-FD-0-HERE-&utm_source=Twitter&utm_medium=social&utm_campaign=Online_CES_Awareness_2021&UTM_Content=img_Recap
[2] https://www.echangeur.fr/en/retail-lex-usa-en-route-pour-le-ces2021-et-la-nrf2021-le-meilleur-de-linnovation-retail/
[2] https://www.arculus.co/
[2] https://nexusstudios.com/work/the-ride/
[2] https://360.here.com/5g-technology-fleet-management?cid=CES-Twitter-FD-0-360blog-&utm_source=Twitter&utm_medium=social&utm_campaign=Online_CommsShare_2021
[2] https://www.prnewswire.com/news-releases/biointellisense-biobutton-named-ces-2021-best-of-innovation-award-honoree-301193295.html
[2] https://www.auganix.org/inwith-premiers-its-smart-contact-lenses-for-augmented-reality-development-at-ces-2021/
[1] https://www.forbes.com/sites/carolinamilanesi/2021/01/11/lora-dicarlo-returns-to-ces-with-three-new-products-and-75-million-in-sextech-sales/?sh=71a14c882e42

Top URLs in Tweet in G9:
[6] https://www.theverge.com/2021/1/13/22225459/best-tech-ces-2020-where-are-they-now-what-happened-next
[5] https://www.ti.com/about-ti/events/ces-consumer-electronics-show.html?HQS=corp-event-null-ces2021-twit-pp-launch-wwe
[5] https://mashable.com/article/sex-toy-masturbation-covid-pandemic-lioness/?utm_medium=twitter&utm_content=tech&utm_source=social&utm_campaign=mash-com-tw-main-link
[3] https://mashable.com/article/sex-toy-masturbation-covid-pandemic-lioness/?utm_source=social&utm_campaign=mash-com-tw-main-link&utm_content=tech&utm_medium=twitter
[2] https://www.techlicious.com/blog/techlicious-top-picks-ces-2021-awards/
[2] https://www.wired.com/story/best-of-ces-2021/
[1] https://pglifelab.com/
[1] https://digital.ces.tech/sessions/23f0566d-a231-4f28-9698-60e7931e4d46?source=sessions

Top URLs in Tweet in G10:
[4] https://interestingengineering.com/the-future-is-ai-cloud-5g-and-blockchain
[2] https://www.fox29.com/video/890443
[1] https://www.linkedin.com/slink?code=dWwVFeG
[1] https://www.linkedin.com/slink?code=dkbbZnD
[1] https://www.cnbc.com/2021/01/11/microsoft-surface-pro-7-plus-for-business-price-release-date.html
[1] https://twitter.com/i/events/1346120833178091521
[1] https://www.linkedin.com/slink?code=e482swV
[1] https://www.linkedin.com/slink?code=erQ36B8
[1] https://www.linkedin.com/slink?code=gpFyrcB
[1] https://www.technologyrecord.com/digital/magazine/issue19/75/index.html

Top Domains
Top Domains in Tweet in Entire Graph:
[791] twitter.com
[551] youtube.com
[471] gizmodo.jp
[400] linkedin.com
[393] nodexlgraphgallery.org
[288] graphicriver.net
[225] razer.com
[210] lenovo.com
[203] co.uk
[201] cnet.com

Top Domains in Tweet in G1:
[161] twitter.com
[139] aka.tv
[136] cnet.com
[104] visibrain.com
[97] nodexlgraphgallery.org
[95] linkedin.com
[84] youtube.com
[73] forbes.com
[63] tweetedtimes.com
[59] medium.com

Top Domains in Tweet in G2:
[348] twitter.com
[294] nodexlgraphgallery.org
[267] graphicriver.net
[151] co.uk
[136] linkedin.com
[126] medium.com
[109] youtube.com
[98] bfmtv.com
[71] intel.com
[61] iot-analytics.com

Top Domains in Tweet in G3:
[207] razer.com
[64] intel.com
[39] asus.me
[15] etsy.com
[13] bestbuy.ca
[12] youtube.com
[12] twitter.com
[11] notebookitalia.it
[10] gizbot.com
[9] dropthespotlight.com

Top Domains in Tweet in G4:
[273] gizmodo.jp
[51] linkedin.com
[50] twitter.com
[48] youtube.com
[41] co.jp
[17] com.br
[17] ictbusiness.info
[11] dy.si
[10] infosecurity-magazine.com
[9] cnet.com

Top Domains in Tweet in G5:
[37] elespanol.com
[32] bosch-presse.de
[31] innovationweek.org
[29] twitter.com
[20] youtube.com
[16] linkedin.com
[15] forbes.com
[15] samsung.com
[15] techrepublic.com
[12] trib.al

Top Domains in Tweet in G6:
[59] digitaltrends.com
[59] youtube.com
[44] twitter.com
[23] shadow-tech.fr
[16] wired.com
[14] maison-et-domotique.com
[12] ces.tech
[11] pcmag.com
[11] linkedin.com
[10] appleinsider.com

Top Domains in Tweet in G7:
[136] lenovo.com
[9] twitter.com
[4] gameonaus.com
[3] youtube.com
[3] razer.com
[3] youtu.be
[2] wordsoftim.com
[2] huion.com
[2] cyberport.de
[2] notebooksbilliger.de

Top Domains in Tweet in G8:
[45] youtube.com
[22] activehosted.com
[21] digitalpolicylaw.com
[13] repair.org
[10] twitter.com
[8] here.com
[6] makeuseof.com
[6] forbes.com
[6] raiplayradio.it
[5] washingtonpost.com

Top Domains in Tweet in G9:
[15] adweek.com
[13] stand.earth
[10] ti.com
[10] mashable.com
[10] theverge.com
[5] ces.tech
[3] wired.com
[2] intel.com
[2] youtube.com
[2] techlicious.com

Top Domains in Tweet in G10:
[26] youtube.com
[23] linkedin.com
[11] twitter.com
[8] interestingengineering.com
[6] nrf.com
[6] spreaker.com
[6] onedigital.mx
[6] facebook.com
[6] tunein.com
[4] luisgyg.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[18216] ces2021
[5766] ai
[3774] iot
[3123] machinelearning
[3024] ces
[2669] bigdata
[2244] 100daysofcode
[2199] ml
[1940] futureofwork
[1893] analytics



Top Hashtags in Tweet in G1:
[5518] ces2021
[2476] ai
[1418] iot
[1220] machinelearning
[1062] ces
[934] futureofwork
[786] 5g
[691] robotics
[619] tech
[533] ml

Top Hashtags in Tweet in G2:
[5225] ces2021
[3145] ai
[2267] iot
[2226] bigdata
[1878] machinelearning
[1815] 100daysofcode
[1652] ml
[1607] analytics
[1606] rstats
[1497] iiot

Top Hashtags in Tweet in G3:
[1270] ces2021
[141] beahead
[106] asus
[59] gaming
[50] ces
[34] razer
[34] zenbook
[26] intelcore
[23] vivobook
[19] gamer

Top Hashtags in Tweet in G4:
[1118] ces2021
[71] ces
[31] yahooニュース
[27] tech
[22] technology
[19] samsung
[19] ictbusiness
[18] lg
[17] innovation
[17] razer

Top Hashtags in Tweet in G5:
[653] ces2021
[94] tech
[59] innovationweek
[58] ces
[44] autonomousvehicles
[43] wfh
[40] camera
[40] radar
[40] lidar
[40] auto

Top Hashtags in Tweet in G6:
[579] ces2021
[120] ces
[94] digitaltrendsatces
[65] tech
[57] ai
[43] apple
[32] iot
[28] innovation
[20] machinelearning
[18] technology

Top Hashtags in Tweet in G7:
[241] ces2021
[147] lenovoces
[137] poweringtheimpossible
[57] sonyces
[51] ミライsony
[17] milesmorales
[8] ces
[5] lenovoin
[4] huion
[4] projecthazel

Top Hashtags in Tweet in G8:
[257] ces2021
[15] ces
[7] righttorepair
[7] hereatces
[6] mobility
[5] committoconnect
[5] globalink
[5] tech
[5] cryptocurrency
[5] ehealth

Top Hashtags in Tweet in G9:
[223] ces2021
[87] ad
[33] thankarobot
[15] babyyoda
[15] themandalorian
[12] justin
[5] dronedelivery
[5] pglifelab
[3] varietyces
[2] internationalthankyouday

Top Hashtags in Tweet in G10:
[136] ces2021
[23] ces
[11] 5g
[9] podcast
[8] covid19
[6] bestof2020
[6] retailers
[6] retailtech
[6] retailindustry
[6] retailtrends

Top Words
Top Words in Tweet in Entire Graph:
[20123] #ces2021
[6248] #ai
[4350] #iot
[4158] #machinelearning
[3700] #ces
[3524] #100daysofcode
[3278] jblefevre60
[3093] #bigdata
[2790] nicochan33
[2700] kalydeoo

Top Words in Tweet in G1:
[6046] #ces2021
[2656] #ai
[2402] jblefevre60
[2158] nicochan33
[2141] pawlowskimario
[1929] kalydeoo
[1721] shicooks
[1705] mvollmer1
[1554] #iot
[1485] #machinelearning

Top Words in Tweet in G2:
[6517] #ces2021
[3442] #ai
[2942] #100daysofcode
[2701] #iot
[2642] #machinelearning
[2542] #bigdata
[2183] #rstats
[2022] #linux
[1919] #ml
[1894] #ces

Top Words in Tweet in G3:
[1270] #ces2021
[1217] razer
[613] mask
[584] smart
[577] one
[560] clicks
[559] ventilation
[559] 99
[558] active
[558] bfe

Top Words in Tweet in G4:
[1116] #ces2021
[167] ces
[147] 2021
[131] ギズモード
[131] ジャパン
[102] 針を使わずに血糖値を測れるスマートウォッチ
[71] #ces
[64] tech
[45] 懐かしのhtc
[45] desireが5gスマホで復活

Top Words in Tweet in G5:
[657] #ces2021
[112] future
[105] home
[99] ces
[94] #tech
[90] amp
[77] 2021
[61] more
[60] innovation
[59] #ces

Top Words in Tweet in G6:
[591] #ces2021
[125] #ces
[96] ces
[94] #digitaltrendsatces
[72] tech
[69] 2021
[66] #tech
[60] #ai
[60] amp
[50] more

Top Words in Tweet in G7:
[241] #ces2021
[184] future
[182] ready
[147] #lenovoces
[137] #poweringtheimpossible
[135] legion
[107] lenovo
[99] brand
[94] 2021
[91] discover

Top Words in Tweet in G8:
[260] #ces2021
[81] show
[73] worst
[49] ces
[49] products
[39] privacy
[39] awards
[35] tech
[32] security
[31] 2021

Top Words in Tweet in G9:
[223] #ces2021
[91] kohler
[87] #ad
[62] hands
[62] free
[59] smart
[43] more
[43] toilet
[39] check
[36] technology

Top Words in Tweet in G10:
[137] #ces2021
[35] microsoft
[28] better
[23] #ces
[23] cloud
[22] diversity
[19] technology
[18] time
[18] amp
[16] ceo

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1769] #ai,#machinelearning
[1296] #rstats,#reactjs
[1178] #iot,#iiot
[1096] #linux,#serverless
[1066] #analytics,#ai
[974] #ces2021,#ces
[929] #ml,#nlp
[845] #ai,#iot
[751] #ces,#ces2021
[704] ces,2021

Top Word Pairs in Tweet in G1:
[847] #ai,#machinelearning
[580] fabriziobustama,frronconi
[541] sebbourguignon,tewoz
[541] albertoemachado,dahl_consult
[512] ashoknellikar,shicooks
[506] nevillegaunt,jeroenbartelse
[494] jeroenbartelse,fabriziobustama
[472] kalydeoo,ashoknellikar
[470] margaretsiegien,pawlowskimario
[462] #ces2021,#ces

Top Word Pairs in Tweet in G2:
[1142] #rstats,#reactjs
[968] #linux,#serverless
[951] #iot,#iiot
[929] #analytics,#ai
[904] #ai,#machinelearning
[836] #ml,#nlp
[607] #python,#rstats
[606] #ai,#iot
[571] #ai,#bigdata
[554] #iot,#tech

Top Word Pairs in Tweet in G3:
[583] razer,smart
[583] smart,mask
[558] 99,bfe
[558] mask,razer
[558] razer,chroma
[558] chroma,rgb
[557] active,ventilation
[557] ventilation,99
[557] bfe,replaceable
[557] replaceable,filters

Top Word Pairs in Tweet in G4:
[131] #ces2021,ギズモード
[131] ギズモード,ジャパン
[129] ces,2021
[99] 針を使わずに血糖値を測れるスマートウォッチ,#ces2021
[45] 懐かしのhtc,desireが5gスマホで復活
[45] desireが5gスマホで復活,#ces2021
[32] ipadをメインマシンにしつつ,すべてのapple製品の充電ができるdock
[32] すべてのapple製品の充電ができるdock,#ces2021
[32] 適量を教えてくれる,#ces2021
[31] 吸う大麻の量とかをアプリでいじれるスマートvapeが登場,適量を教えてくれる

Top Word Pairs in Tweet in G5:
[45] vision,future
[44] #tech,#ces2021
[43] mobileye,ceo
[43] ceo,amnonshashua
[43] samsung's,vision
[43] future,yes
[43] yes,robots
[43] robots,still
[43] still,home
[43] home,alone

Top Word Pairs in Tweet in G6:
[53] #ces2021,#digitaltrendsatces
[39] #ces2021,#ces
[31] #ces,#ces2021
[29] ces,2021
[17] #ai,#machinelearning
[16] #ces2021,huge
[16] #ces2021,#apple
[14] top,tech
[14] smart,mask
[13] make,communicating

Top Word Pairs in Tweet in G7:
[137] #ces2021,#lenovoces
[127] #poweringtheimpossible,#ces2021
[97] lenovo,legion
[91] ready,future
[91] future,future
[91] future,ready
[91] ready,discover
[91] discover,brand
[91] brand,members
[91] members,lenovo

Top Word Pairs in Tweet in G8:
[70] worst,show
[34] show,awards
[32] privacy,security
[22] #ces2021,plenty
[22] plenty,technophiles
[22] technophiles,lining
[22] lining,tell
[22] tell,gewgaws
[22] gewgaws,buy
[22] buy,tomorrow

Top Word Pairs in Tweet in G9:
[87] #ad,#ces2021
[62] hands,free
[33] free,operation
[33] operation,built
[33] built,seat
[33] seat,warmer
[33] warmer,personalized
[33] personalized,settings
[33] settings,check
[33] check,kohler

Top Word Pairs in Tweet in G10:
[17] #ces2021,microsoft
[15] #ces2021,#ces
[14] microsoft,welcome
[14] welcome,crib
[14] crib,massive
[14] massive,data
[14] data,center
[14] center,runs
[14] runs,cloud
[14] cloud,operations

Top Replied-To
Top Replied-To in Entire Graph:
@ai_miami
@albertoemachado
@kalydeoo
@labordeolivier
@jblefevre60
@activithink
@vergecurrency
@ipfconline1
@fintechfor
@analytics_699

Top Replied-To in G1:
@albertoemachado
@ipfconline1
@jblefevre60
@labordeolivier
@ai_miami
@kalydeoo
@fabriziobustama
@activithink
@haroldsinnott
@fmfrancoise

Top Replied-To in G2:
@ai_miami
@kalydeoo
@albertoemachado
@vergecurrency
@labordeolivier
@activithink
@analytics_699
@fintechfor
@jblefevre60
@fmfrancoise

Top Replied-To in G3:
@razer

Top Replied-To in G5:
@mondeinformatiq
@marshacollier
@publidata_io
@sony
@schneiderelec
@samsung
@belalac
@tomfriedman

Top Replied-To in G6:
@microban24
@investikat
@valvacante
@pioneerusa
@mobihealthnews
@morrowchris
@wired
@manpree00284355
@honorglobal
@theambient

Top Replied-To in G7:
@tom_zr_race
@lenovolegion

Top Replied-To in G8:
@ifixit

Top Replied-To in G9:
@abc7chicago

Top Replied-To in G10:
@karthiksnarain

Top Mentioned
Top Mentioned in Entire Graph:
@jblefevre60
@nicochan33
@pawlowskimario
@kalydeoo
@mvollmer1
@shicooks
@haroldsinnott
@margaretsiegien
@ipfconline1
@ym78200

Top Mentioned in G1:
@jblefevre60
@nicochan33
@pawlowskimario
@kalydeoo
@mvollmer1
@shicooks
@margaretsiegien
@fabriziobustama
@haroldsinnott
@frronconi

Top Mentioned in G2:
@ces
@jblefevre60
@kalydeoo
@haroldsinnott
@nicochan33
@fmfrancoise
@analytics_699
@pawlowskimario
@ipfconline1
@cnet

Top Mentioned in G3:
@razer
@asus
@acer
@bestbuycanada
@msigaming
@hyperx
@samsungindia
@asus_rog
@madcatz
@hyperxlatam

Top Mentioned in G4:
@blognt
@stockraptor
@centralwebcl
@chuckmartin
@techgalena

Top Mentioned in G5:
@samsung
@amnonshashua
@mobileye
@intel
@ces
@groupelaposte
@hubinstitute
@olivez
@businessfrance
@m_cador

Top Mentioned in G6:
@ces
@youtube
@digitaltrends
@jblefevre60
@wired
@dblevy
@cnet
@nicochan33
@shicooks
@livearea

Top Mentioned in G7:
@amd
@nvidiageforce
@lenovolegion
@windows
@lenovo
@lenovoin
@mikefasulo
@dealerscope
@sonyelectronics
@nancyklosek

Top Mentioned in G8:
@eff
@uspirg
@ifixit
@securepairs
@repaircoalition
@ces
@ctatech
@caro_milanesi
@verizon
@google

Top Mentioned in G9:
@kohler
@proctergamble
@lionesshealth
@olew_solarables
@ces
@harmankardon
@droneseed
@wing
@starshiprobots
@intel

Top Mentioned in G10:
@microsoft
@pattyawatson
@djgeoffe
@disruptivefm
@juliesweet
@intradocollab
@jeffersonwang13
@danroth
@accenture
@googlecloud

Top Tweeters
Top Tweeters in Entire Graph:
@jornalistavitor
@sectest9
@marshawright
@easy_branches
@hrblock_21
@piyuanker12
@thudao76
@bella623
@racheld1bs
@superalloyzz

Top Tweeters in G1:
@piyuanker12
@ejlazar
@cybersec_feeds
@gambiste1
@evankirstel
@edjlazar
@1loriking
@codedailybot
@ryukyuasagao
@morgfair

Top Tweeters in G2:
@sectest9
@marshawright
@easy_branches
@chidambara09
@femtech_
@indiegamesdevel
@xaelbot
@costeslioneler
@famouspixs
@business

Top Tweeters in G3:
@tknamsks
@samsungindia
@dmellieon
@kumbalagodk
@meghanmbiro
@lunarfoxzs
@0whitefox0
@noname_8
@trafalgarzul
@xmarian245x

Top Tweeters in G4:
@superalloyzz
@2nn_newsplus
@harasu_onigiri
@arashichang
@annahar
@benedictine555
@iptops_com_news
@telcel
@feed4003
@atatame10

Top Tweeters in G5:
@chuddles11
@lorimoreno
@jmlpyt
@le_figaro
@sherbah46958042
@pimmaiden
@modifidbhaaarat
@18akgoyal
@ronthornton
@tmobile

Top Tweeters in G6:
@independent
@gdastory
@gabymenta
@nytimes
@osamuracing01
@brade1991
@usatoday
@techjunkiejh
@dailymailuk
@applertweet

Top Tweeters in G7:
@kimbam411
@pppppw_s
@jjxnxxy_
@bhynee_0506
@cdx_journalism
@ai_naan_1201
@meownarak
@mokyueda
@misao_asuka
@tamapurindnr

Top Tweeters in G8:
@elespectador
@world_news_eng
@tadrow
@miti_vigliero
@eleconomista
@caring_mobile
@doctorow
@sequoia2001
@giuliog
@surfergrl15

Top Tweeters in G9:
@hrblock_21
@smilan317
@allan_crawshaw
@sampson_elaine
@glaciarblue
@belleepoquec
@psychichealerc
@kylektl99
@sportsnut2013
@abc7chicago

Top Tweeters in G10:
@fox29philly
@rdocapital
@reporte_indigo
@slackhq
@zimrirosas
@shellykramer
@mobitrealchairo
@mrcuteanish
@hormigadigital
@luisgyg


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