The graph represents a network of 1,071 Twitter users whose tweets in the requested range contained "iiot machinelearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 29 March 2019 at 21:32 UTC.
The requested start date was Friday, 29 March 2019 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 4-day, 8-hour, 15-minute period from Sunday, 24 March 2019 at 15:45 UTC to Friday, 29 March 2019 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 : 1071
Unique Edges : 1874
Edges With Duplicates : 4542
Total Edges : 6416
Number of Edge Types : 3
Mentions : 5736
Tweet : 676
Replies to : 4
Self-Loops : 676
Reciprocated Vertex Pair Ratio : 0.0163300386764074
Reciprocated Edge Ratio : 0.0321353065539112
Connected Components : 35
Single-Vertex Connected Components : 23
Maximum Vertices in a Connected Component : 1003
Maximum Edges in a Connected Component : 6299
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.432272
Graph Density : 0.00206375385044984
Modularity : 0.269516
NodeXL Version : 1.0.1.410
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[3055] #bigdata,#analytics [2720] #datascience,#ai [2205] #analytics,#datascience [2022] #iot,#iiot [1854] #ai,#machinelearning [1277] #machinelearning,#iot [898] #iiot,#pytorch [538] #machinelearning,#datascience [492] #pytorch,#python [458] #analytics,#machinelearning Top Word Pairs in Tweet in G1:
[700] #bigdata,#analytics [642] #datascience,#ai [553] #analytics,#datascience [468] #ai,#machinelearning [456] #iot,#iiot [329] #machinelearning,#iot [265] #iiot,#pytorch [147] #pytorch,#python [98] #machinelearning,#datascience [88] #ai,#iot Top Word Pairs in Tweet in G2:
[2100] #bigdata,#analytics [1895] #datascience,#ai [1507] #analytics,#datascience [1217] #ai,#machinelearning [1097] #iot,#iiot [851] #machinelearning,#iot [582] #iiot,#pytorch [398] #machinelearning,#datascience [360] #analytics,#machinelearning [320] #pytorch,#python Top Word Pairs in Tweet in G3:
[77] #iot,#iiot [68] #iiot,#cybersecurity [67] #cybersecurity,#bigdata [67] 12,facts [67] facts,need [67] need,know [67] know,#iot [67] #infographic,#iiot [63] gt,gt [60] #iot,usage Top Word Pairs in Tweet in G4:
[277] #iot,#iiot [178] #cloud,#cio [130] silicon,valley [128] #hybridcloud,#cloud [112] #cio,#iot [110] cloudexpo,silicon [95] #bigdata,#analytics [76] #ai,#iot [73] #cio,#ai [72] #fintech,#blockchain Top Word Pairs in Tweet in G5:
[83] #business,#entrepreneur [75] #bigdata,#analytics [68] #datascience,#ai [60] #siliconvalley,#paloalto [57] #entrepreneur,#siliconvalley [54] #analytics,#datascience [52] #iot,#iiot [52] #ai,#machinelearning [48] #paloalto,#technology [38] #5gishere,#5gswitch Top Word Pairs in Tweet in G6:
[31] 34,disruptive [31] disruptive,technologies [31] technologies,#infographics [31] #infographics,#technology [31] #technology,#blockchain [31] #blockchain,#machinelearning [31] #machinelearning,#ml [31] #ml,#ar [31] #ar,#vr [31] #vr,#drones Top Word Pairs in Tweet in G7:
[54] gt,gt [25] #futureofwork,jobs [25] jobs,report [25] report,predicts [25] predicts,#ai [25] #ai,#robotic [25] #robotic,technologies [25] technologies,#4ir [25] #4ir,increasingly [25] increasingly,shift Top Word Pairs in Tweet in G8:
[24] explaining,#ai [24] #ai,lifecycle [24] lifecycle,data [24] data,#abdsc [24] #abdsc,ajitjaokar [24] ajitjaokar,#bigdata [23] #bigdata,#datascience [23] kirkdborne,explaining [21] #datascience,#machinele [6] #bigdata,analytics Top Word Pairs in Tweet in G9:
[9] #cybersecurity,#bigdata [8] 12,facts [8] facts,need [8] need,know [8] know,#iot [8] #iot,usage [8] usage,implications [8] implications,#infographic [8] #infographic,#iiot [8] #iiot,#cybersecurity Top Word Pairs in Tweet in G10:
[20] follow,aiqawards [16] here,follow [13] #careers,#jobs [11] #jobs,here [11] aiqawards,techtionary [10] #ai,#careers [9] #iot,#iiot [8] techtionary,#news [8] #hiring,seeking [8] seeking,find Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
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: