The graph represents a network of 6,353 Twitter users whose recent tweets contained "#CES2022 OR @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 Saturday, 11 December 2021 at 15:56 UTC.
The tweets in the network were tweeted over the 3-day, 6-hour, 8-minute period from Wednesday, 08 December 2021 at 08:32 UTC to Saturday, 11 December 2021 at 14:40 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 : 6353
Unique Edges : 40364
Edges With Duplicates : 73654
Total Edges : 114018
Number of Edge Types : 5
Mentions : 10191
MentionsInRetweet : 85762
Retweet : 16049
Replies to : 1183
Tweet : 833
Self-Loops : 1339
Reciprocated Vertex Pair Ratio : 0.0355260855192798
Reciprocated Edge Ratio : 0.0686145641641942
Connected Components : 140
Single-Vertex Connected Components : 87
Maximum Vertices in a Connected Component : 6061
Maximum Edges in a Connected Component : 113671
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.83745
Graph Density : 0.00131966254067477
Modularity : 0.258148
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 6,353 Twitter users whose recent tweets contained "#CES2022 OR @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 Saturday, 11 December 2021 at 15:56 UTC.
The tweets in the network were tweeted over the 3-day, 6-hour, 8-minute period from Wednesday, 08 December 2021 at 08:32 UTC to Saturday, 11 December 2021 at 14:40 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 : #CES2022 OR @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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2317] #ces,#ces2022 [1938] #java,#code [1838] innovate,better [1838] better,life [1796] #ai,#machinelearning [1690] ces,bts_twt [1676] #coway,#ces2022 [1667] #cowayces,#ces [1640] #nodejs,#django [1615] #100daysofcode,#bot Top Word Pairs in Tweet in G1:
[1835] innovate,better [1835] better,life [1690] ces,bts_twt [1682] #ces,#ces2022 [1667] #coway,#ces2022 [1667] #cowayces,#ces [1592] #코웨이,#cowayces [1587] #ces2022,see [1586] invite,experience [1586] experience,#coway Top Word Pairs in Tweet in G2:
[1865] #java,#code [1579] #nodejs,#django [1549] #100daysofcode,#bot [1370] #django,#twitme [1264] #tech,#innovation [1215] #devops,#flutter [1200] #ces2022,#ces [1136] #iot,#java [1028] #covid19,#nfts [1025] #datascience,#analytics Top Word Pairs in Tweet in G3:
[833] #ai,#machinelearning [797] kalydeoo,ym78200 [682] pawlowskimario,mvollmer1 [650] ym78200,nicochan33 [644] gvalan,ipfconline1 [643] ipfconline1,diioannid [638] diioannid,shi4tech [607] shi4tech,fisher85m [606] fisher85m,kalydeoo [535] mvollmer1,gvalan Top Word Pairs in Tweet in G4:
[13] ces,2022 [7] #ces,#ces2022 [5] #ces2022,see [4] learn,more [4] looking,forward [3] attending,#ces2022 [3] 2022,vegas [3] #ces2022,#ces [3] gt,gt [3] together,tomorrow Top Word Pairs in Tweet in G5:
[57] #worklife,#motivation [57] #motivation,#futureofwork [57] #futureofwork,#leadership [57] #leadership,#worklifebalance [42] #startup,#ces2022 [42] #ces2022,many [42] many,thanks [42] thanks,antgrasso [33] 18,mistakes [33] mistakes,kill Top Word Pairs in Tweet in G6:
[670] #install,#this [670] #this,#app [669] #app,#link [669] #link,gt [669] gt,gt [666] #app,#thankyouall [654] #ces2022,#app [366] #usa,#ces2022 [363] #omicron,#usa [345] #thankyouall,#breakingnews Top Word Pairs in Tweet in G7:
[21] airbus,design [21] design,powered [21] powered,hydrogen [21] hydrogen,emits [21] emits,zero [21] zero,carbon [21] carbon,airbuspress [21] airbuspress,airbusintheus [21] airbusintheus,#aviationdaily [21] #aviationdaily,#aviationlife Top Word Pairs in Tweet in G8:
[17] #ces2022,#teamnaqui [17] myeli_fr,hiventive [17] hiventive,doyoudreamup [17] ouidrop,airudit [17] finz_world,umanimation1 [17] st37fr,facil_iti [17] facil_iti,pickwheel [17] pickwheel,jouemusic [17] jouemusic,xubakamoto [16] let's,go Top Word Pairs in Tweet in G9:
[35] #software,developer [35] developer,#coding [35] #coding,expert [35] expert,take [35] take,part [35] part,zf [35] zf,#opensource [35] #opensource,mobility [35] mobility,hackathon [35] hackathon,2022 Top Word Pairs in Tweet in G10:
[32] microvision,showcase [32] showcase,automotive [32] automotive,lidar [32] lidar,sensor [32] sensor,technology [32] technology,ces [32] ces,2022 [32] 2022,vegas [32] vegas,january [32] january,details Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
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:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: