The graph represents a network of 10,028 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 06:26 UTC.
The tweets in the network were tweeted over the 1-day, 8-hour, 33-minute period from Thursday, 14 January 2021 at 20:14 UTC to Saturday, 16 January 2021 at 04:48 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
Vertices : 10028
Unique Edges : 33715
Edges With Duplicates : 57188
Total Edges : 90903
Number of Edge Types : 5
Retweet : 14000
MentionsInRetweet : 59669
Tweet : 2855
Mentions : 13937
Replies to : 442
Self-Loops : 3295
Reciprocated Vertex Pair Ratio : 0.0312415104591144
Reciprocated Edge Ratio : 0.0605900948366702
Connected Components : 1242
Single-Vertex Connected Components : 827
Maximum Vertices in a Connected Component : 7842
Maximum Edges in a Connected Component : 87794
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.02441
Graph Density : 0.000415272859808235
Modularity : 0.310269
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 10,028 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 06:26 UTC.
The tweets in the network were tweeted over the 1-day, 8-hour, 33-minute period from Thursday, 14 January 2021 at 20:14 UTC to Saturday, 16 January 2021 at 04:48 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 : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2170] #ai,#machinelearning [1238] #rstats,#reactjs [1169] #iot,#iiot [1001] #analytics,#ai [998] #linux,#serverless [903] kalydeoo,ym78200 [895] #ces2021,#ces [743] ipfconline1,shicooks [723] ym78200,nicochan33 [722] #ml,#nlp Top Word Pairs in Tweet in G1:
[977] #rstats,#reactjs [847] #iot,#iiot [807] #linux,#serverless [787] #analytics,#ai [580] #ml,#nlp [562] #ai,#machinelearning [505] #serverless,#flutter [473] #python,#rstats [463] #ai,#bigdata [439] #femtech,#100daysofcode Top Word Pairs in Tweet in G2:
[1601] #ai,#machinelearning [880] kalydeoo,ym78200 [714] ipfconline1,shicooks [703] ym78200,nicochan33 [688] gvalan,ipfconline1 [669] shicooks,diioannid [585] fabriziobustama,frronconi [558] pawlowskimario,mvollmer1 [544] sebbourguignon,tewoz [541] albertoemachado,dahl_consult Top Word Pairs in Tweet in G3:
[123] ces,2021 [107] #ces2021,ギズモード [107] ギズモード,ジャパン [71] 針を使わずに血糖値を測れるスマートウォッチ,#ces2021 [43] 懐かしのhtc,desireが5gスマホで復活 [43] desireが5gスマホで復活,#ces2021 [35] 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 [35] すべてのapple製品の充電ができるdock,#ces2021 [31] rog,zephyrus [30] 14インチのボディにrtx3060載ってる,ゲーミングpc Top Word Pairs in Tweet in G4:
[474] razer,smart [473] smart,mask [452] 99,bfe [452] mask,razer [452] razer,chroma [452] chroma,rgb [442] active,ventilation [442] ventilation,99 [442] bfe,replaceable [442] replaceable,filters Top Word Pairs in Tweet in G5:
[47] #tech,#ces2021 [43] vision,future [41] samsung's,vision [41] future,yes [41] yes,robots [41] robots,still [41] still,home [41] home,alone [41] alone,#wfh [41] #wfh,aw Top Word Pairs in Tweet in G6:
[110] #ad,#ces2021 [71] hands,free [50] #ces2021,#digitaltrendsatces [41] kohler,graze [41] graze,smart [41] smart,faucet [41] faucet,voice [41] voice,activated [41] activated,technology [41] technology,lets Top Word Pairs in Tweet in G7:
[98] ces,#ces2021 [30] voicelife_inc,vergecurrency [26] #ces2021,comes [26] comes,end [26] end,vergecurrency [26] vergecurrency,core [26] core,team [26] team,members [26] members,xvgpedro [26] xvgpedro,xvg_ninja Top Word Pairs in Tweet in G8:
[42] mobileye,ceo [42] ceo,amnonshashua [39] #camera,first [39] first,approach [39] approach,critical [39] critical,#autonomousvehicles [39] #autonomousvehicles,development [39] development,sez [39] sez,mobileye [39] amnonshashua,interestingly Top Word Pairs in Tweet in G9:
[85] #connsummit21,#ces2021 [16] smart,home [15] connections,summit [13] home,services [12] charleston,sc [11] services,bundle [10] device,makers [9] building,home [9] nicole,hayward [9] tech,companies Top Word Pairs in Tweet in G10:
[42] 針を使わずに血糖値を測れるスマートウォッチ,#ces2021 [30] 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 [30] すべてのapple製品の充電ができるdock,#ces2021 [26] 懐かしのhtc,desireが5gスマホで復活 [26] desireが5gスマホで復活,#ces2021 [13] 14インチのボディにrtx3060載ってる,ゲーミングpc [13] ゲーミングpc,rog [13] rog,zephyrus [13] zephyrus,g14 [13] g14,がさらに強まった Top Replied-To in Entire Graph:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: