The graph represents a network of 4,171 Twitter users whose tweets in the requested range contained "#iot", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 31 March 2020 at 20:03 UTC.
The requested start date was Tuesday, 31 March 2020 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, 9-hour, 38-minute period from Saturday, 28 March 2020 at 09:48 UTC to Monday, 30 March 2020 at 19:27 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 : 4171
Unique Edges : 7865
Edges With Duplicates : 6127
Total Edges : 13992
Number of Edge Types : 4
Mentions : 3350
MentionsInRetweet : 8609
Tweet : 1973
Replies to : 60
Self-Loops : 1973
Reciprocated Vertex Pair Ratio : 0.0216740510118549
Reciprocated Edge Ratio : 0.0424285044538209
Connected Components : 542
Single-Vertex Connected Components : 303
Maximum Vertices in a Connected Component : 3166
Maximum Edges in a Connected Component : 12677
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 3.890178
Graph Density : 0.000490540197906408
Modularity : 0.429311
NodeXL Version : 1.0.1.428
Data Import : The graph represents a network of 4,171 Twitter users whose tweets in the requested range contained "#iot", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 31 March 2020 at 20:03 UTC.
The requested start date was Tuesday, 31 March 2020 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, 9-hour, 38-minute period from Saturday, 28 March 2020 at 09:48 UTC to Monday, 30 March 2020 at 19:27 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
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:
[1808] gt,gt [1557] #bigdata,#analytics [1233] #iot,#iiot [1152] #analytics,#datascience [1056] #ai,#machinelearning [879] #datascience,#ai [705] #machinelearning,#iot [608] #python,#rstats [538] #iiot,#pytorch [526] #ai,#iot Top Word Pairs in Tweet in G1:
[218] gt,gt [104] #ai,#machinelearning [101] #robotics,#iot [97] #ai,#iot [76] #machinelearning,#robotics [66] robot,painter [66] painter,#ai [66] #iot,ht [66] ht,paula_piccard [66] paula_piccard,spirosmargaris Top Word Pairs in Tweet in G2:
[969] #bigdata,#analytics [772] #analytics,#datascience [660] #iot,#iiot [547] gt,gt [528] #datascience,#ai [526] #ai,#machinelearning [366] #machinelearning,#iot [301] #machinelearning,#deeplearning [285] #python,#rstats [265] #deeplearning,#iot Top Word Pairs in Tweet in G3:
[885] gt,gt [177] mikequindazzi,gt [58] gt,#ai [54] gt,#iot [42] #iot,#iiot [39] link,gt [38] mikequindazzi,#ai [38] #bigdata,#analytics [36] #ai,#iot [34] wef,mikequindazzi Top Word Pairs in Tweet in G4:
[189] discover,project [189] project,#iot [187] #iot,#analytics [187] #analytics,#bike [186] #bike,#vr [185] #vr,#bigdata [152] #bigdata,france [20] internet,things [19] gt,gt [15] #iot,#clock Top Word Pairs in Tweet in G5:
[53] #ai,#iot [49] ensuring,packages [49] packages,delivered [49] #iot,#logistics [49] #logistics,#automatic [49] #automatic,#automation [42] robots,ensuring [42] delivered,#ai [42] #automation,#artificailintelligence [41] evankirstel,robots Top Word Pairs in Tweet in G6:
[455] #bigdata,#analytics [397] #iot,#iiot [303] #analytics,#datascience [299] #ai,#machinelearning [262] #datascience,#ai [256] #python,#rstats [223] #machinelearning,#iot [218] #iiot,#pytorch [193] #pytorch,#python [182] #rstats,#tensorflow Top Word Pairs in Tweet in G7:
[70] #iot,#data [67] #data,#internetofthings [37] viento,0m [37] 0m,direccion [36] rachas,0m [34] precipitacion,mm [34] mm,radiacion [34] radiacion,solar [34] #arduino,#iot [34] #iot,#weewx Top Word Pairs in Tweet in G8:
[43] #iot,#bigdata [32] #bigdata,#internetofthings [30] #ai,#iot [26] ronald_vanloon,#ai [25] #tech,#technology [23] #machinelearning,#deeplearning [23] #deeplearning,#iot [23] #tech,#iot [22] learn,more [22] #artificialintelligence,#machinelearning Top Word Pairs in Tweet in G9:
[46] gt,gt [27] #tech,#iot [25] #robotics,#ai [23] #drones,detect [23] detect,fevers [23] fevers,coughing [23] coughing,soon [23] soon,take [23] take,sky [23] sky,digitaltrends Top Word Pairs in Tweet in G10:
[56] during,pandemic [56] pandemic,#covid19 [56] #covid19,medical [56] medical,#iot [56] #iot,devices [56] devices,enable [56] enable,healthcare [56] healthcare,professionals [56] professionals,remotely [56] remotely,monitor Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
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: