The graph represents a network of 4,196 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 Thursday, 21 November 2019 at 06:35 UTC.
The requested start date was Tuesday, 19 November 2019 at 01:01 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, 4-hour, 18-minute period from Saturday, 16 November 2019 at 20:42 UTC to Tuesday, 19 November 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 : 4196
Unique Edges : 9157
Edges With Duplicates : 6339
Total Edges : 15496
Number of Edge Types : 3
Mentions : 13380
Tweet : 2059
Replies to : 57
Self-Loops : 2059
Reciprocated Vertex Pair Ratio : 0.0186347984606036
Reciprocated Edge Ratio : 0.036587790813283
Connected Components : 486
Single-Vertex Connected Components : 233
Maximum Vertices in a Connected Component : 3165
Maximum Edges in a Connected Component : 14312
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.962933
Graph Density : 0.000571405197753465
Modularity : 0.422004
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 4,196 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 Thursday, 21 November 2019 at 06:35 UTC.
The requested start date was Tuesday, 19 November 2019 at 01:01 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, 4-hour, 18-minute period from Saturday, 16 November 2019 at 20:42 UTC to Tuesday, 19 November 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".
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 : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[3211] gt,gt [672] #ai,#iot [664] #bigdata,#analytics [641] mikequindazzi,gt [576] #iot,#iiot [564] #ai,#machinelearning [550] #datascience,#ai [430] #analytics,#datascience [397] #machinelearning,#iot [300] #iot,#bigdata Top Word Pairs in Tweet in G1:
[554] gt,gt [197] #ai,#iot [130] #iot,#5g [119] mikequindazzi,gt [93] #5g,#innovation [80] #iot,#iiot [62] #robotics,#ai [56] #ar,#vr [55] gt,wef [51] fisher85m,ipfconline1 Top Word Pairs in Tweet in G2:
[516] #bigdata,#analytics [512] gt,gt [443] #ai,#machinelearning [411] #datascience,#ai [375] #iot,#iiot [343] #analytics,#datascience [311] #machinelearning,#iot [200] #iiot,#pytorch [186] #ai,#iot [119] #iot,#ai Top Word Pairs in Tweet in G3:
[2052] gt,gt [428] mikequindazzi,gt [221] #ai,#iot [187] link,gt [127] #iot,#bigdata [108] gt,#ai [79] mikequindazzi,#ar [74] #deeplearning,#iot [74] #ar,playground [74] playground,created Top Word Pairs in Tweet in G4:
[15] internet,things [15] ry,power [15] power,stats [15] m,current [15] current,hour [15] kwh,total [15] total,today [15] kwh,day's [15] day's,prediction [15] daily,average Top Word Pairs in Tweet in G5:
[40] gt,gt [33] read,more [31] #datascience,#ai [29] #iot,#bigdata [24] #tech,#technology [22] #bigdata,#datascience [17] #emergingtechnologies,impacting [17] impacting,industries [17] industries,#bigdata [16] kirkdborne,#emergingtechnologies Top Word Pairs in Tweet in G6:
[23] wxstationcucei,temperatura [23] c,humedad [23] s,direccion [23] s,precipitacion [13] 0m,s [12] viento,0 [12] 0,0m [9] find,out [9] learn,more [8] open,door Top Word Pairs in Tweet in G7:
[38] automate,one [38] one,tedious [38] tedious,house [38] house,chores [38] chores,existence [38] existence,miniature [38] miniature,incredibly [38] incredibly,helpful [38] helpful,robot [37] thefuturist007,automate Top Word Pairs in Tweet in G8:
[18] #tech,#technology [17] #technology,#blockchain [13] cointelegraph,explores [13] explores,dell [13] dell,iota [13] iota,linux [13] linux,ibm [13] ibm,unisys [13] unisys,establishing [13] establishing,measurable Top Word Pairs in Tweet in G9:
[13] congrats,#elsalvador [13] #elsalvador,becoming [13] becoming,1st [13] 1st,latin [13] latin,american [13] american,country [13] country,launch [13] launch,awscloud [13] awscloud,#cloud [13] #cloud,learning Top Word Pairs in Tweet in G10:
[10] #smartcities,#ai [9] find,out [8] gt,gt [7] #iot,#datasecurity [7] #datasecurity,#cloud [7] #cloud,#cibersecurity [7] #cibersecurity,#bigdata [7] #bigdata,#analytics [7] #analytics,#internetofthings [7] #internetofthings,#smartcities 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 G6:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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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:
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Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: