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
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 Domains
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 in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G5:
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Top Replied-To in G8:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: