The graph represents a network of 3,468 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 Wednesday, 01 December 2021 at 15:12 UTC.
The tweets in the network were tweeted over the 8-day, 23-hour, 48-minute period from Monday, 22 November 2021 at 03:38 UTC to Wednesday, 01 December 2021 at 03:26 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 : 3468
Unique Edges : 23362
Edges With Duplicates : 62333
Total Edges : 85695
Number of Edge Types : 5
Retweet : 11270
MentionsInRetweet : 62522
Mentions : 10501
Replies to : 1139
Tweet : 263
Self-Loops : 1202
Reciprocated Vertex Pair Ratio : 0.0443679291687162
Reciprocated Edge Ratio : 0.0849660889223813
Connected Components : 137
Single-Vertex Connected Components : 83
Maximum Vertices in a Connected Component : 3236
Maximum Edges in a Connected Component : 85444
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.868991
Graph Density : 0.00264880040480537
Modularity : 0.200501
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,468 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 Wednesday, 01 December 2021 at 15:12 UTC.
The tweets in the network were tweeted over the 8-day, 23-hour, 48-minute period from Monday, 22 November 2021 at 03:38 UTC to Wednesday, 01 December 2021 at 03:26 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:
[5377] #finserv,#bigdata [5305] #100daysofcode,#javascript [5291] #linux,#insurtech [5278] #bigdata,#100daysofcode [5262] betamoroney,enilev [5254] #datascience,#finserv [5224] enilev,evasmartai [5223] #flutter,#linux [5161] #women,#datascientist [5141] #fashiontech,#ehealth Top Word Pairs in Tweet in G1:
[5261] #finserv,#bigdata [5199] #100daysofcode,#javascript [5185] #linux,#insurtech [5174] #bigdata,#100daysofcode [5158] betamoroney,enilev [5139] #datascience,#finserv [5122] enilev,evasmartai [5118] #flutter,#linux [5058] #women,#datascientist [5039] #fashiontech,#ehealth Top Word Pairs in Tweet in G2:
[807] #ai,#machinelearning [745] kalydeoo,ym78200 [705] pawlowskimario,mvollmer1 [653] ym78200,nicochan33 [652] mvollmer1,gvalan [648] ipfconline1,diioannid [648] diioannid,shi4tech [632] spirosmargaris,deeplearn007 [631] deeplearn007,pawlowskimario [626] gvalan,ipfconline1 Top Word Pairs in Tweet in G3:
[79] #vr,#ar [62] shows,never [62] never,ending [62] analytics_699,irawen1 [62] irawen1,#ces2022 [62] #5g,#futureofwork [62] #futureofwork,#vr [62] pawlowskimario,margaretsiegien [59] #5g,#ces2022 [49] spirosmargaris,mvollmer1 Top Word Pairs in Tweet in G4:
[84] #ar,#5g [84] #5g,#metaverse [84] #metaverse,#gobeyond [51] metamaterialtec,ces [47] excited,exhibiting [47] exhibiting,#ces2022 [47] #ces2022,vegas [47] vegas,january [47] january,ces [47] ces,join Top Word Pairs in Tweet in G5:
[15] consumerreports,ces [6] jagograhakjago,flipkartsupport [6] consumer,forum [5] ces,jagograhakjago [5] flipkart,jagograhakjago [5] flipkartsupport,flipkartsellers [5] flipkartsellers,consumerreports [4] good,reason [4] reason,shop [4] shop,#walmart Top Word Pairs in Tweet in G6:
[13] ces,2022 [5] #ces2022,vegas [4] jan,2022 [4] wi,fi [4] วข,น [4] next,generation [4] hear,re [4] re,doing [3] going,#ces2022 [3] #wifi7,#ces2022 Top Word Pairs in Tweet in G7:
[10] #frenchtech,#women [10] #women,#datascientist [10] #datascientist,#fashiontech [10] #fashiontech,#ehealth [10] #ehealth,#datascience [10] #datascience,#finserv [10] #finserv,#bigdata [10] #bigdata,#100daysofcode [10] #100daysofcode,#javascript [10] #javascript,#flutter Top Word Pairs in Tweet in G8:
[5] braincuresltd,lead_coalition [5] lead_coalition,nigewillson [5] nigewillson,roblemvr [5] roblemvr,dinisguarda [5] dinisguarda,geraldjwilmink [5] geraldjwilmink,nicochan33 [5] nicochan33,thefuturisthq [5] thefuturisthq,coe4ai [5] coe4ai,nordicinst [5] nordicinst,dhpsp Top Word Pairs in Tweet in G9:
[26] erictopol,shafiahmed5 [26] shafiahmed5,elinsilveous [26] elinsilveous,ahier [25] world's,smallest [25] smallest,camera [25] camera,omnivision [25] omnivision,designed [25] designed,#healthcare [25] #healthcare,enjoy [25] enjoy,colonoscopy Top Word Pairs in Tweet in G10:
[17] innovation,awards [14] more,individualized [14] individualized,smarter [14] smarter,safer [14] safer,bosch [14] bosch,ebike [14] ebike,systems [14] systems,smart [14] smart,system [14] system,delivers Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G7:
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:
Top Mentioned in G3:
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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:
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Top Tweeters in G10: