The graph represents a network of 1,778 Twitter users whose tweets in the requested range contained "iot machinelearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 04 January 2019 at 13:49 UTC.
The requested start date was Friday, 04 January 2019 at 01:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 2-day, 17-hour, 17-minute period from Tuesday, 01 January 2019 at 07:43 UTC to Friday, 04 January 2019 at 01:01 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 : 1778
Unique Edges : 3203
Edges With Duplicates : 3520
Total Edges : 6723
Number of Edge Types : 3
Mentions : 5226
Tweet : 1484
Replies to : 13
Self-Loops : 1484
Reciprocated Vertex Pair Ratio : 0.0075885328836425
Reciprocated Edge Ratio : 0.0150627615062762
Connected Components : 210
Single-Vertex Connected Components : 170
Maximum Vertices in a Connected Component : 1482
Maximum Edges in a Connected Component : 6273
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.658743
Graph Density : 0.00113467105300639
Modularity : 0.350158
NodeXL Version : 1.0.1.407
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1483] gt,gt [891] ai,iot [768] machinelearning,datascience [767] bigdata,analytics [662] datascience,ai [632] analytics,machinelearning [477] iot,iiot [475] machine,learning [452] machinelearning,iot [393] read,more Top Word Pairs in Tweet in G1:
[532] gt,gt [186] ai,iot [180] ai,infographic [170] infographic,tech [136] machinelearning,bigdata [121] robotics,ai [119] rise,robotics [117] machinelearning,deeplearning [116] bigdata,iot [114] machinelearning,datascience Top Word Pairs in Tweet in G2:
[465] bigdata,analytics [434] machinelearning,datascience [424] datascience,ai [385] ai,iot [383] analytics,machinelearning [288] iot,iiot [163] iiot,python [162] machine,learning [147] python,rstats [87] learning,python Top Word Pairs in Tweet in G3:
[280] read,more [263] more,here [178] artificial,intelligence [171] gt,gt [159] ai,iot [116] machine,learning [107] bigdata,analytics [101] machinelearning,datascience [91] big,data [85] analytics,machinelearning Top Word Pairs in Tweet in G4:
[549] gt,gt [124] machinelearning,deeplearning [103] mikequindazzi,gt [97] ai,machinelearning [70] cybersecurity,machinelearning [69] machinelearning,iot [61] gt,mikequindazzi [55] iot,cybersecurity [51] describe,ai [49] gt,ai Top Word Pairs in Tweet in G5:
[39] gt,gt [29] machine,learning [25] ai,machinelearning [22] ai,machine [21] deeplearn007,concise [21] concise,guide [21] guide,ai [21] learning,use [21] use,cases [21] cases,spirosmargaris Top Word Pairs in Tweet in G6:
[60] gt,gt [50] read,more [35] machinelearning,datascience [34] ai,ml [33] machinelearning,iot [33] ai,artificialintelligence [33] ai,iot [33] bigdata,analytics [30] datascience,ai [27] ai,machinelearning Top Word Pairs in Tweet in G7:
[112] machinelearning,iot [110] future,robots [110] robots,soft [110] soft,robotics [110] robotics,gt [110] gt,ai [106] haroldsinnott,future [66] ai,artificialintelligence [62] artificialintelligence,dl [62] dl,machinelearning Top Word Pairs in Tweet in G8:
[24] gt,gt [24] machine,learning [13] ai,machinelearning [13] iot,market [13] market,increase [13] increase,sixfold [13] sixfold,2020 [13] 2020,blockchain [13] blockchain,ai [13] ai,ml Top Word Pairs in Tweet in G9:
[25] biomimetic,robot [25] robot,glides [25] glides,darts [25] darts,through [25] through,air [25] air,stunning [25] stunning,movements [24] thefuturist007,biomimetic [24] movements,programmed [24] programmed,copy Top Word Pairs in Tweet in G10:
[55] gt,gt [30] ai,infographic [28] machinelearning,datascience [23] iot,bigdata [22] bigdata,machinelearning [21] infographic,iot [19] 7,outcomes [19] outcomes,ai [19] datascience,robotics [19] robotics,innovation Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G7:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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