The graph represents a network of 4,865 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, 28 December 2020 at 16:56 UTC.
The tweets in the network were tweeted over the 6-day, 17-hour, 8-minute period from Monday, 21 December 2020 at 22:43 UTC to Monday, 28 December 2020 at 15:52 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 : 4865
Unique Edges : 49320
Edges With Duplicates : 114729
Total Edges : 164049
Number of Edge Types : 5
Retweet : 15942
MentionsInRetweet : 137339
Replies to : 136
Mentions : 9800
Tweet : 832
Self-Loops : 1101
Reciprocated Vertex Pair Ratio : 0.02848954561563
Reciprocated Edge Ratio : 0.0554007490636704
Connected Components : 204
Single-Vertex Connected Components : 130
Maximum Vertices in a Connected Component : 4489
Maximum Edges in a Connected Component : 163599
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 2.544085
Graph Density : 0.00282081665494672
Modularity : 0.206254
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 4,865 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, 28 December 2020 at 16:56 UTC.
The tweets in the network were tweeted over the 6-day, 17-hour, 8-minute period from Monday, 21 December 2020 at 22:43 UTC to Monday, 28 December 2020 at 15:52 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:
[6242] #ai,#machinelearning [2547] shicooks,diioannid [2101] ipfconline1,shicooks [1962] gvalan,ipfconline1 [1956] kalydeoo,ym78200 [1658] ym78200,nicochan33 [1588] ym78200,kalydeoo [1549] spirosmargaris,haroldsinnott [1349] #iot,#5g [1348] kalydeoo,nicochan33 Top Word Pairs in Tweet in G1:
[3195] #ai,#machinelearning [1000] #iot,#5g [857] #ai,#iot [848] shicooks,diioannid [813] #futureofwork,#ces2021 [805] #iot,#iiot [718] kalydeoo,ym78200 [712] pierrepinna,#ces2021 [682] ipfconline1,shicooks [650] #machinelearning,#iot Top Word Pairs in Tweet in G2:
[3012] #ai,#machinelearning [1694] shicooks,diioannid [1414] ipfconline1,shicooks [1322] gvalan,ipfconline1 [1227] kalydeoo,ym78200 [1084] ym78200,nicochan33 [1050] ym78200,kalydeoo [1031] spirosmargaris,haroldsinnott [900] kalydeoo,nicochan33 [731] haroldsinnott,gvalan Top Word Pairs in Tweet in G3:
[390] vergecurrency,xvg [383] ces,#ces2021 [265] january,11 [230] 11,2021 [184] voicelife_inc,vergecurrency [151] voice,life [129] ces,ctatech [91] 2021,#vergepay [88] #xvg,xvg [75] ctatech,#ces2021 Top Word Pairs in Tweet in G4:
[17] ces,2021 [10] #ces2021,#hereatces [8] 11,14 [8] meet,virtually [7] digital,#ces2021 [7] #ces2021,twitter [6] #ces2021,#ces [6] 2021,#ces2021 [6] #ces2021,#cesready [6] #ces2021,meet Top Word Pairs in Tweet in G5:
[12] intel,spreads [12] spreads,holiday [12] holiday,cheer [12] cheer,#merrychristmas2020 [12] #merrychristmas2020,#happyholidays [12] #happyholidays,#merrychristmas [12] #merrychristmas,mt [12] mt,seattlelte [12] seattlelte,carstenbkk [12] carstenbkk,#tech Top Word Pairs in Tweet in G6:
[22] #ai,#iot [21] bed,making [21] making,lives [21] lives,carers [21] carers,patients [21] patients,easier [21] easier,techinsider [21] techinsider,#healthtech [21] #healthtech,#ces2021 [21] #ces2021,#healthcare Top Word Pairs in Tweet in G7:
[7] ready,levitate [7] levitate,#ces2021 [7] #ces2021,iheartmedia [7] iheartmedia,host [7] host,fireside [7] fireside,chat [7] chat,dualipa [7] dualipa,ryanseacrest [7] ryanseacrest,top [7] top,artists Top Word Pairs in Tweet in G8:
[8] laurentsierra1,bazzcargo [8] bazzcargo,aguayroca [8] aguayroca,_pascalbarbe [8] _pascalbarbe,enrirosasdiaz [5] #drones,coordinado [5] coordinado,#artificialintelligence [5] #artificialintelligence,markquinn_vo [5] markquinn_vo,#ai [5] #ai,#ces2021 [5] #ces2021,dansar39 Top Word Pairs in Tweet in G9:
[22] #ces2021,direct [22] 15,janvier [21] participez,l'#innovationweek [21] janvier,après [21] après,midis [21] midis,thématiques [21] thématiques,800 [21] 800,participants [21] participants,50 [21] 50,intervenants Top Word Pairs in Tweet in G10:
[6] according,letsgodigitalnl [6] letsgodigitalnl,#lg [6] #lg,showcase [6] showcase,smartphones [6] smartphones,self [6] self,made [6] made,optical [6] optical,zoom [6] zoom,technology [6] technology,#ces2021 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 G9:
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: