The graph represents a network of 3,855 Twitter users whose tweets in the requested range contained "#iot OR "internet of things"", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 01 November 2019 at 21:34 UTC.
The requested start date was Friday, 01 November 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 1-day, 3-hour, 59-minute period from Wednesday, 30 October 2019 at 20:01 UTC to Friday, 01 November 2019 at 00:01 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 : 3855
Unique Edges : 7018
Edges With Duplicates : 3453
Total Edges : 10471
Number of Edge Types : 3
Mentions : 8699
Tweet : 1733
Replies to : 39
Self-Loops : 1733
Reciprocated Vertex Pair Ratio : 0.0208862545865086
Reciprocated Edge Ratio : 0.0409178877522809
Connected Components : 683
Single-Vertex Connected Components : 369
Maximum Vertices in a Connected Component : 2495
Maximum Edges in a Connected Component : 8861
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.641702
Graph Density : 0.000486902956619598
Modularity : 0.511724
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 3,855 Twitter users whose tweets in the requested range contained "#iot OR %22internet of things%22", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 01 November 2019 at 21:34 UTC.
The requested start date was Friday, 01 November 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 1-day, 3-hour, 59-minute period from Wednesday, 30 October 2019 at 20:01 UTC to Friday, 01 November 2019 at 00:01 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".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : #iot OR %22internet of things%22
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 : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1781] gt,gt [438] #ai,#iot [381] internet,things [313] mikequindazzi,gt [268] #bigdata,#analytics [254] #iot,#iiot [251] #ai,#machinelearning [241] #datascience,#ai [227] #analytics,#datascience [171] #iot,#bigdata Top Word Pairs in Tweet in G1:
[1100] gt,gt [230] #ai,#iot [209] mikequindazzi,gt [97] #iot,#bigdata [87] #machinelearning,#bigdata [75] #datascience,#iot [70] #deeplearning,#iot [68] gt,#ai [67] #iot,#iiot [66] #iot,#5g Top Word Pairs in Tweet in G2:
[105] internet,things [34] gt,gt [18] #ai,#iot [15] #iot,#ai [13] #iot,#iiot [12] 2019,10 [11] things,iot [10] #iot,#clock [10] #clock,#time [10] plantinha,não Top Word Pairs in Tweet in G3:
[16] internet,things [13] 10,innovative [13] innovative,technologies [13] technologies,change [13] change,world [13] #augmentedreality,#quantumcomputing [11] world,wef [11] wef,#augmentedreality [11] iot,design [10] thomas_harrer,10 Top Word Pairs in Tweet in G4:
[157] gt,gt [41] gt,#digitalhealth [31] #ai,#iot [29] #healthtech,#ehealth [29] #ehealth,#ar [29] #ar,#vr [29] #vr,#digitalhealth [24] #digitalhealth,#socialmedia [18] surgery,software [18] software,uses Top Word Pairs in Tweet in G5:
[91] gt,gt [42] c,humedad [42] s,direccion [42] s,precipitacion [40] precipitacion,0 [31] h,radiacion [31] radiacion,solar [31] m,#arduino [31] #arduino,#iot [31] #iot,#weewx Top Word Pairs in Tweet in G6:
[98] gt,gt [33] #internetofthings,#iot [29] #iot,#internetofthings [27] #ai,#artificialintelligence [24] #bigdata,#iot [23] #ai,#iot [22] internet,things [22] mikequindazzi,gt [21] #digitaltransformation,#iot [21] #iot,#analytics Top Word Pairs in Tweet in G7:
[20] gt,gt [19] #ai,#ia [19] #ia,#bigdata [18] artificial,intelligence [13] internet,things [13] #bigdata,#blockchain [11] #ai,#iot [11] #ethics,age [11] age,#ai [11] #ai,don Top Word Pairs in Tweet in G8:
[160] #bigdata,#analytics [154] #datascience,#ai [150] #analytics,#datascience [146] #ai,#machinelearning [115] #iot,#iiot [90] #machinelearning,#iot [82] #iiot,#pytorch [63] #pytorch,#python [48] #python,#rstats [31] #machinelearning,#nlproc Top Word Pairs in Tweet in G9:
[17] gt,gt [14] #cryptocurrency,#iot [13] #iot,#latestnews [11] #icssemiconductors,#iot [11] #citios,#iot [11] #blockchain,#cryptocurrency [10] #iot,#infrastructure [10] #infrastructure,#aiot [10] #streetlight,#ai [10] #iot,#electricity_generation Top Word Pairs in Tweet in G10:
[190] gt,gt [45] gt,xhnews [36] mikequindazzi,gt [32] #china,aims [32] aims,complete [32] complete,1st [32] 1st,intelligent [32] intelligent,highway [32] highway,support [32] support,#selfdrivingcars 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 G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
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: