The graph represents a network of 1,333 Twitter users whose tweets in the requested range contained "iot bigdata", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 07 September 2022 at 11:43 UTC.
The requested start date was Wednesday, 07 September 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 2-day, 18-hour, 55-minute period from Sunday, 04 September 2022 at 05:05 UTC to Wednesday, 07 September 2022 at 00:00 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 : 1333
Unique Edges : 935
Edges With Duplicates : 15712
Total Edges : 16647
Number of Edge Types : 5
Retweet : 6664
MentionsInRetweet : 7798
Tweet : 1066
Mentions : 1078
Replies to : 41
Self-Loops : 1312
Reciprocated Vertex Pair Ratio : 0.00602700096432015
Reciprocated Edge Ratio : 0.0119817876827223
Connected Components : 21
Single-Vertex Connected Components : 11
Maximum Vertices in a Connected Component : 1282
Maximum Edges in a Connected Component : 16578
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.479071
Graph Density : 0.00235024972459331
Modularity : 0.158004
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 1,333 Twitter users whose tweets in the requested range contained "iot bigdata", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 07 September 2022 at 11:43 UTC.
The requested start date was Wednesday, 07 September 2022 at 00:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 2-day, 18-hour, 55-minute period from Sunday, 04 September 2022 at 05:05 UTC to Wednesday, 07 September 2022 at 00:00 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 : GraphServerTwitterSearch
Graph Term : iot bigdata
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 : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2656] #bigdata,#analytics [1796] #iot,#iiot [1605] #python,#rstats [1418] #analytics,#datascience [1273] #ai,#machinelearning [1193] #datascience,#ai [1190] #iiot,#python [1134] #machinelearning,#datascience [1084] #cybersecurity,#bigdata [1064] #analytics,#ai Top Word Pairs in Tweet in G1:
[1373] #bigdata,#analytics [914] #python,#rstats [777] #iot,#iiot [716] #machinelearning,#datascience [685] #ai,#machinelearning [666] #analytics,#datascience [634] #cybersecurity,#bigdata [632] #ai,#python [602] #analytics,#ai [594] #iiot,#python Top Word Pairs in Tweet in G2:
[408] #healthtech,#datascientist [408] #datascientist,#csuite [408] #csuite,#digitalhealth [408] #cx,#ehealth [408] #ehealth,#finserv [405] #digitalhealth,#web3 [405] #web3,#cx [403] #finserv,#cloud [402] #cloud,#insurtech [271] #iot,#iiot Top Word Pairs in Tweet in G3:
[544] #bigdata,#analytics [500] #analytics,#datascience [474] #iot,#iiot [399] #datascience,#ai [396] #ai,#machinelearning [376] #python,#rstats [359] #machinelearning,#iot [240] #iiot,#python [237] #rstats,#tensorflow [166] #iiot,#pytorch Top Word Pairs in Tweet in G4:
[136] #bigdata,#analytics [71] #cybersecurity,#bigdata [69] #machinelearning,#datascience [67] #sql,#cybersecurity [58] #datascience,#sql [54] #analytics,#ai [51] #datascience,#bigdata [49] #ai,#iiot [49] #python,#rstats [48] #analytics,#datascience Top Word Pairs in Tweet in G5:
[122] #bigdata,#analytics [76] #analytics,#ai [67] #iot,#iiot [59] #cybersecurity,#bigdata [56] #machinelearning,#datascience [56] #sql,#cybersecurity [56] #ai,#iiot [54] #datascience,#sql [52] #python,#bigdata [51] #python,#rstats Top Word Pairs in Tweet in G6:
[187] #ai,#ml [184] #artificialintelligence,#ai [182] #ml,#datascience [181] #datascience,#datascientists [181] #datascientists,#codenewbies [172] #codenewbies,#tech [83] #tech,#deeplearning [63] #iot,#iiot [52] #iiot,#bigdata [51] data,science Top Word Pairs in Tweet in G7:
[181] #bigdata,#analytics [169] #cybersecurity,#bigdata [168] #ai,#iiot [167] #analytics,#ai [162] #sql,#cybersecurity [158] #datascience,#sql [142] #machinelearning,#datascience [128] #iiot,#python [112] cheat,sheet [100] sheet,#machinelearning Top Word Pairs in Tweet in G8:
[61] quality,assignment [61] assignment,help [59] ecology,anatomy [58] exams,homework [56] hmu,quality [56] help,essay [55] chemistry,math [54] essay,pay [54] pay,exams [53] math,full Top Word Pairs in Tweet in G9:
[59] #bigdata,#analytics [46] #analytics,#datascience [46] #datascience,#ai [46] #ai,#machinelearning [46] #machinelearning,#iot [46] #iot,#iiot [43] roadmap,becoming [43] becoming,#dataanalyst [43] #dataanalyst,#python [43] #python,#bigdata Top Word Pairs in Tweet in G10:
[15] chantalsimonato,sminaev2015 [15] angelicagallegs,yukarikingdom18 [15] yukarikingdom18,mhall55nine [15] mhall55nine,eoff_sylvia [15] eoff_sylvia,semicvet50 [12] sminaev2015,frisesally [12] frisesally,angelicagallegs [10] semicvet50,brindusab [8] arnabch01,chantalsimonato [5] semicvet50,brindusab1 Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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: