The graph represents a network of 1,984 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, 06 May 2020 at 11:45 UTC.
The requested start date was Wednesday, 06 May 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 1-day, 8-hour, 34-minute period from Monday, 04 May 2020 at 15:26 UTC to Wednesday, 06 May 2020 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 : 1984
Unique Edges : 2106
Edges With Duplicates : 10190
Total Edges : 12296
Number of Edge Types : 5
Retweet : 4482
MentionsInRetweet : 6062
Mentions : 1014
Tweet : 729
Replies to : 9
Self-Loops : 973
Reciprocated Vertex Pair Ratio : 0.0114013266998342
Reciprocated Edge Ratio : 0.0225456036072966
Connected Components : 47
Single-Vertex Connected Components : 24
Maximum Vertices in a Connected Component : 1897
Maximum Edges in a Connected Component : 12173
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.568172
Graph Density : 0.00124012777967563
Modularity : 0.271117
NodeXL Version : 1.0.1.432
Data Import : The graph represents a network of 1,984 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, 06 May 2020 at 11:45 UTC.
The requested start date was Wednesday, 06 May 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.
The tweets in the network were tweeted over the 1-day, 8-hour, 34-minute period from Monday, 04 May 2020 at 15:26 UTC to Wednesday, 06 May 2020 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:
[2050] #bigdata,#analytics [1700] #analytics,#datascience [1472] #iot,#iiot [1348] #datascience,#ai [1144] #ai,#machinelearning [861] #machinelearning,#iot [848] gt,gt [708] #python,#rstats [601] #ai,#iot [571] #iiot,#python Top Word Pairs in Tweet in G1:
[1270] #bigdata,#analytics [1064] #analytics,#datascience [890] #datascience,#ai [841] #iot,#iiot [734] #ai,#machinelearning [570] #machinelearning,#iot [393] #python,#rstats [332] #iiot,#python [329] #ai,#iot [251] #stocks,#investment Top Word Pairs in Tweet in G2:
[584] gt,gt [127] mikequindazzi,gt [95] #ai,#iot [92] #iot,#bigdata [78] #ai,#machinelearning [76] #bigdata,#analytics [66] #analytics,#datascience [66] #datascience,#ai [52] #iot,#iiot [47] gt,#ai Top Word Pairs in Tweet in G3:
[556] #bigdata,#analytics [478] #iot,#iiot [444] #analytics,#datascience [296] #datascience,#ai [255] #python,#rstats [251] #ai,#machinelearning [196] #machinelearning,#iot [187] #iiot,#python [168] #iiot,#pytorch [140] #rstats,#tensorflow Top Word Pairs in Tweet in G4:
[65] gt,gt [50] bernardmarr,buzz [50] buzz,partnership [50] partnership,worldbeeproject [50] worldbeeproject,importance [50] importance,bees [50] bees,ecosystem [49] oracle,bernardmarr [49] ecosystem,htt [42] #iiot,#iotpl Top Word Pairs in Tweet in G5:
[35] #iot,#bigdata [35] gt,gt [27] read,more [27] #bigdata,#analytics [26] #tech,#technology [25] #bigdata,#internetofthings [23] #technology,#fintech [23] #iot,#iiot [22] researcher,integrated [22] integrated,#augmentedreality Top Word Pairs in Tweet in G6:
[96] #machinelearning,#bigdata [88] #bigdata,#datascience [86] #aurora,created [86] created,#spacex [86] #spacex,#space [86] #space,#spaceexploration [86] #spaceexploration,#elonmusk [86] #elonmusk,#machinelearning [85] theinsaneapp,#aurora [85] #datascience,#a Top Word Pairs in Tweet in G7:
[53] ravikikan,#startup [49] 25,best [49] best,free [49] free,#onlinecourses [49] #node,#nodejs [49] #nodejs,#javascript [49] #javascript,#npm [49] #npm,#coding [49] #coding,#webdesign [47] jamilahmed_16,25 Top Word Pairs in Tweet in G8:
[50] #emergingtechnologies,impacting [50] impacting,industries [48] industries,#bigdata [41] #digitaltransformation,#fintech [40] #iot,#digitaltransformation [40] #fintech,#healthtech [39] #bigdata,#ai [39] #ai,#ml [39] #ml,#iot [39] #healthtech,nice Top Word Pairs in Tweet in G9:
[57] #bigdata,#analytics [56] #analytics,#datascience [52] #python,#bigdata [46] cut,paste [46] paste,surroundings [46] surroundings,photoshop [46] photoshop,code [46] code,#python [45] dipeshrofficial,cut [45] #datascience,th Top Word Pairs in Tweet in G10:
[37] #ai,#aiio [37] #ml,#nlu [36] #nlu,#iot [35] #aiio,#bigdata [35] #bigdata,#ml [7] terence_mills,#artificialintelligence [6] top,10 [5] #artificialintelligence,answer [5] answer,america's [5] america's,#coronavirus Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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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:
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Top Tweeters in G9:
Top Tweeters in G10: