The graph represents a network of 6,391 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 Monday, 04 January 2021 at 18:42 UTC.
The tweets in the network were tweeted over the 2-day, 18-hour, 26-minute period from Friday, 01 January 2021 at 23:25 UTC to Monday, 04 January 2021 at 17:51 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 : 6391
Unique Edges : 42617
Edges With Duplicates : 89980
Total Edges : 132597
Number of Edge Types : 5
Replies to : 2364
MentionsInRetweet : 103029
Mentions : 11782
Retweet : 14685
Tweet : 737
Self-Loops : 1004
Reciprocated Vertex Pair Ratio : 0.0338390966831334
Reciprocated Edge Ratio : 0.0654629850848152
Connected Components : 222
Single-Vertex Connected Components : 147
Maximum Vertices in a Connected Component : 6011
Maximum Edges in a Connected Component : 132197
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.098435
Graph Density : 0.00143487185740707
Modularity : 0.240486
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 6,391 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 Monday, 04 January 2021 at 18:42 UTC.
The tweets in the network were tweeted over the 2-day, 18-hour, 26-minute period from Friday, 01 January 2021 at 23:25 UTC to Monday, 04 January 2021 at 17:51 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:
[3876] #ai,#machinelearning [1768] win,surprise [1759] chance,win [1623] #lenovoces,announcements [1623] full,ts [1623] ts,amp [1623] amp,cs [1622] until,#lenovoces [1622] #ces2021,full [1620] below,chance Top Word Pairs in Tweet in G1:
[1706] win,surprise [1696] chance,win [1567] #lenovoces,announcements [1567] full,ts [1567] ts,amp [1567] amp,cs [1566] until,#lenovoces [1566] #ces2021,full [1564] below,chance [1507] #lenovoces,#ces2021 Top Word Pairs in Tweet in G2:
[2497] #ai,#machinelearning [989] gvalan,ipfconline1 [956] ipfconline1,shicooks [844] shicooks,diioannid [844] kalydeoo,ym78200 [660] ym78200,nicochan33 [656] pawlowskimario,mvollmer1 [612] spirosmargaris,deeplearn007 [540] #machinelearning,#deeplearning [538] ym78200,kalydeoo Top Word Pairs in Tweet in G3:
[1227] #ai,#machinelearning [782] #iot,#iiot [551] kalydeoo,ym78200 [543] #analytics,#ai [472] gvalan,ipfconline1 [457] #iot,#5g [454] pawlowskimario,margaretsiegien [445] #ces2021,#futureofwork [429] #linux,#serverless [424] ipfconline1,shicooks Top Word Pairs in Tweet in G4:
[316] ces,#ces2021 [196] vergecurrency,xvg [132] voicelife_inc,vergecurrency [127] #xvg,xvg [111] add,many [111] many,team [111] team,members [111] partners,help [111] help,expand [111] expand,focus Top Word Pairs in Tweet in G5:
[112] january,11 [112] 11,tune [112] tune,samsung [112] samsung,virtual [112] virtual,#ces2021 [112] #ces2021,press [112] press,conference [112] conference,find [112] find,samsung's [112] samsung's,suggestions Top Word Pairs in Tweet in G6:
[21] ces,2021 [10] شركة,lg [10] lg,ستستعرض [10] في,حدث [10] حدث,#ces2021 [8] قابلة,للانحناء [7] مخصصة,للألعاب [7] شاشة,oled [6] ستستعرض,شاشة [6] oled,مخصصة Top Word Pairs in Tweet in G7:
[116] #javascript,#reactjs [115] #ai,#machinelearning [113] #reactjs,#serverless [110] #100daysofmlcode,#javascript [110] #100daysofcode,#python [100] #machinelearning,#datascience [94] #womenwhocode,#linux [93] #python,#bigdata [93] #bigdata,#ces2021 [93] #ces2021,#futureofwork Top Word Pairs in Tweet in G8:
[33] #ces,#ces2021 [31] #ces2021,#ces [17] accurate,1930 [17] 1930,drawing [17] drawing,'life [17] 'life,future' [17] future',#iot [17] #iot,#5g [17] #5g,#ai [17] #ai,#ces Top Word Pairs in Tweet in G9:
[3] congrats,year's [3] year's,npd [3] npd,consumer [3] consumer,electronics [3] electronics,industry [3] industry,performance [3] performance,award [3] award,winners [3] winners,samsungus [3] samsungus,hp Top Word Pairs in Tweet in G10:
[3] agileveron,vinodupreti1 [3] vinodupreti1,sunitht [3] sunitht,niru15tiwari [3] niru15tiwari,aniltiwari23 [3] aniltiwari23,thomasgiri [3] thomasgiri,naveenthapa3 [3] naveenthapa3,anilthapa12 [3] anilthapa12,rameshthakur6 [3] rameshthakur6,arjunthakur8 [3] arjunthakur8,abhiramtery 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 G4:
Top Replied-To in G5:
Top Replied-To in G10:
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 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:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: