The graph represents a network of 2,385 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 Tuesday, 16 November 2021 at 17:12 UTC.
The tweets in the network were tweeted over the 8-day, 16-hour, 3-minute period from Monday, 08 November 2021 at 01:05 UTC to Tuesday, 16 November 2021 at 17:09 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 : 2385
Unique Edges : 6884
Edges With Duplicates : 30249
Total Edges : 37133
Number of Edge Types : 5
MentionsInRetweet : 23190
Mentions : 4805
Retweet : 8246
Replies to : 657
Tweet : 235
Self-Loops : 1024
Reciprocated Vertex Pair Ratio : 0.0213143872113677
Reciprocated Edge Ratio : 0.0417391304347826
Connected Components : 122
Single-Vertex Connected Components : 76
Maximum Vertices in a Connected Component : 2133
Maximum Edges in a Connected Component : 36862
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.34507
Graph Density : 0.00161805467617801
Modularity : 0.184037
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 2,385 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 Tuesday, 16 November 2021 at 17:12 UTC.
The tweets in the network were tweeted over the 8-day, 16-hour, 3-minute period from Monday, 08 November 2021 at 01:05 UTC to Tuesday, 16 November 2021 at 17:09 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:
[6293] #linux,#insurtech [6288] #frenchtech,#flutter [6282] #100daysofcode,#javascript [6275] #javascript,#frenchtech [6225] #bigdata,#100daysofcode [6111] #datascience,#finserv [6035] #ces2022,#socialmedia [6016] #insurtech,#womenwhocode [5703] betamoroney,enilev [5703] enilev,evasmartai Top Word Pairs in Tweet in G1:
[178] #machinelearning,#ai [130] #iot,#iiot [126] #rstats,#reactjs [126] #reactjs,#iot [124] #javascript,#tensorflow [123] #analytics,#machinelearning [119] #linux,#serverless [117] #flutter,#javascript [116] cc,ces [116] #serverless,#flutter Top Word Pairs in Tweet in G2:
[5440] #linux,#insurtech [5436] #frenchtech,#flutter [5434] #100daysofcode,#javascript [5424] #javascript,#frenchtech [5374] #bigdata,#100daysofcode [5278] #datascience,#finserv [5197] #insurtech,#womenwhocode [5195] #ces2022,#socialmedia [4891] betamoroney,enilev [4889] enilev,evasmartai Top Word Pairs in Tweet in G3:
[770] #linux,#insurtech [769] #frenchtech,#flutter [768] #javascript,#frenchtech [765] #100daysofcode,#javascript [757] #ces2022,#socialmedia [756] #bigdata,#100daysofcode [752] #datascience,#finserv [741] #insurtech,#womenwhocode [740] enilev,evasmartai [737] betamoroney,enilev Top Word Pairs in Tweet in G4:
[26] consumerreports,ces [23] jagograhakjago,ces [21] jagograhakjago,consumerreports [20] 48,hours [18] consumerreports,jagograhakjago [17] passed,time [17] time,stated [17] stated,48 [17] hours,passed [17] passed,issue Top Word Pairs in Tweet in G5:
[236] #machinelearning,#ai [236] #iot,#iiot [229] #javascript,#tensorflow [227] #rstats,#reactjs [227] #reactjs,#iot [226] #analytics,#machinelearning [224] #linux,#serverless [221] #serverless,#flutter [220] #flutter,#javascript [182] #bigdata,#cloudcomputing Top Word Pairs in Tweet in G6:
[2] vision_0_tech,semamembers [2] semamembers,semashowomc [2] semashowomc,semashow [2] semashow,essenmotorshow [2] essenmotorshow,dubmagazine [2] dubmagazine,hotimportnights [2] hotimportnights,sapariba [2] sapariba,youralley [2] youralley,columbia_biz [2] columbia_biz,mta Top Word Pairs in Tweet in G7:
[20] ces,2022 [18] innovation,awards [13] 2022,innovation [6] awards,honoree [5] awards,#ces2022 [4] #ces,#ces2022 [4] #ces2022,#ces [4] learn,more [4] #ces2022,innovation [3] looking,forward Top Word Pairs in Tweet in G8:
[46] innovation,awards [45] awards,honoree [43] modem,rf [43] rf,system [36] x65,#5g [36] #5g,modem [31] snapdragon,x65 [31] #ces2022,innovation [28] snapdragon,xr1 [28] xr1,ar Top Word Pairs in Tweet in G9:
[39] vuzix,shield [23] named,honoree [23] honoree,multiple [23] innovation,awards [20] multiple,ces [20] ces,2022 [20] 2022,innovation [16] shield,#smartglasses [16] #smartglasses,named [16] awards,read Top Word Pairs in Tweet in G10:
[4] drug,discovery [2] lead_coalition,nigewillson [2] nigewillson,roblemvr [2] roblemvr,dinisguarda [2] dinisguarda,geraldjwilmink [2] geraldjwilmink,nicochan33 [2] nicochan33,thefuturisthq [2] thefuturisthq,coe4ai [2] coe4ai,nordicinst [2] nordicinst,dhpsp 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 G6:
Top Replied-To in G8:
Top Replied-To in G9:
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: