The graph represents a network of 1,093 Twitter users whose tweets in the requested range contained "iot bigdata", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 28 April 2021 at 11:55 UTC.
The requested start date was Wednesday, 28 April 2021 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 1-day, 18-hour, 21-minute period from Monday, 26 April 2021 at 05:38 UTC to Wednesday, 28 April 2021 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 : 1093
Unique Edges : 1507
Edges With Duplicates : 15690
Total Edges : 17197
Number of Edge Types : 5
Retweet : 6566
MentionsInRetweet : 7586
Tweet : 2124
Mentions : 898
Replies to : 23
Self-Loops : 2656
Reciprocated Vertex Pair Ratio : 0.0199882422104644
Reciprocated Edge Ratio : 0.039193083573487
Connected Components : 75
Single-Vertex Connected Components : 52
Maximum Vertices in a Connected Component : 977
Maximum Edges in a Connected Component : 17053
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.257183
Graph Density : 0.00290727875357336
Modularity : 0.133321
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,093 Twitter users whose tweets in the requested range contained "iot bigdata", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Wednesday, 28 April 2021 at 11:55 UTC.
The requested start date was Wednesday, 28 April 2021 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 1-day, 18-hour, 21-minute period from Monday, 26 April 2021 at 05:38 UTC to Wednesday, 28 April 2021 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".
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : iot bigdata
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:
[3415] read,more [2525] artificial,intelligence [2252] #bigdata,#analytics [1969] #iot,#iiot [1816] #ai,#datascience [1630] #machinelearning,#bigdata [1514] #analytics,#datascience [1354] #artificialintelligence,#ai [1204] #nlp,#robots [1173] #deeplearning,#nlp Top Word Pairs in Tweet in G1:
[3212] read,more [2348] artificial,intelligence [1751] #bigdata,#analytics [1715] #ai,#datascience [1494] #iot,#iiot [1472] #machinelearning,#bigdata [1332] #artificialintelligence,#ai [1199] #nlp,#robots [1169] #deeplearning,#nlp [1169] #robots,#iot Top Word Pairs in Tweet in G2:
[118] #iot,#bigdata [89] #ai,#iot [76] mashable,enricomolinari [51] read,more [44] #iot,#iiot [42] #bigdata,#internetofthings [42] artificial,intelligence [41] #iot,#5g [41] #bigdata,#fintech [39] window,balcony Top Word Pairs in Tweet in G3:
[138] #ai,#iot [119] #bigdata,#analytics [113] #iot,#iiot [102] gt,gt [101] #iot,#bigdata [71] #bigdata,#uk [68] #uk,#usa [65] live,webcam [64] birdfeedercam,carlisle [64] carlisle,uk Top Word Pairs in Tweet in G4:
[122] #bigdata,#analytics [122] #iot,#iiot [117] read,more [100] artificial,intelligence [79] #analytics,#datascience [57] gt,gt [54] #datascience,#ai [53] #datascience,#iot [48] #ai,#iot [45] machine,learning Top Word Pairs in Tweet in G5:
[208] #bigdata,#analytics [191] #analytics,#datascience [189] #iot,#iiot [134] #datascience,#ai [108] #ai,#machinelearning [100] #machinelearning,#iot [84] #python,#rstats [82] #iiot,#pytorch [73] #iiot,#python [63] #pytorch,#python Top Word Pairs in Tweet in G6:
[48] #machinelearning,#bigdata [47] #digitaltransformation,#cloud [42] ingliguori,#digitaltransformation [31] #cloud,#rpa [25] #cloud,#machinelearning [23] #rpa,#machinelearning [14] #agile,#devops [13] #datascience,#iot [13] explained,nutshell [13] nutshell,ingliguori Top Word Pairs in Tweet in G7:
[9] #tech,#technology [7] big,data [4] #iot,#ai [4] #technology,#blockchain [2] #datascience,#machinelearning [2] trends,2021 [2] technologies,such [2] data,science [2] deep,learning [2] #bigdata,#datascience Top Word Pairs in Tweet in G8:
[3] #opensource,#the404code [3] #the404code,#bigdata [3] #bigdata,#healthiswealth [3] cointelegraph,everyone [3] everyone,clear [3] clear,happen [3] happen,conste11ation [3] conste11ation,first [3] first,#l_0 [3] #l_0,solution Top Word Pairs in Tweet in G9:
[2] #freewebinar,#quantumcomputing [2] #quantumcomputing,cargo [2] cargo,load [2] load,#optimization [2] #optimization,dr [2] dr,laura [2] laura,gatti [2] gatti,martinmachin [2] martinmachin,rafael [2] rafael,sotelo Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G8:
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: