The graph represents a network of 1,999 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, 12 August 2020 at 11:59 UTC.
The requested start date was Wednesday, 12 August 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 1-day, 18-hour, 55-minute period from Monday, 10 August 2020 at 05:04 UTC to Wednesday, 12 August 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 : 1999
Unique Edges : 2644
Edges With Duplicates : 15191
Total Edges : 17835
Number of Edge Types : 5
Retweet : 6650
MentionsInRetweet : 9037
Mentions : 1099
Tweet : 1025
Replies to : 24
Self-Loops : 1340
Reciprocated Vertex Pair Ratio : 0.012967826657912
Reciprocated Edge Ratio : 0.0256036298817047
Connected Components : 89
Single-Vertex Connected Components : 58
Maximum Vertices in a Connected Component : 1865
Maximum Edges in a Connected Component : 17620
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.36193
Graph Density : 0.00154506682770815
Modularity : 0.22292
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 1,999 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, 12 August 2020 at 11:59 UTC.
The requested start date was Wednesday, 12 August 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 1-day, 18-hour, 55-minute period from Monday, 10 August 2020 at 05:04 UTC to Wednesday, 12 August 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:
[2921] #bigdata,#analytics [2610] #analytics,#datascience [2231] #iot,#iiot [1989] #datascience,#ai [1393] #ai,#machinelearning [1269] #machinelearning,#iot [1144] #iiot,#python [997] #python,#rstats [934] #ai,#iot [524] #iot,#bigdata Top Word Pairs in Tweet in G1:
[2050] #bigdata,#analytics [1803] #analytics,#datascience [1552] #iot,#iiot [1366] #datascience,#ai [961] #ai,#machinelearning [879] #machinelearning,#iot [810] #iiot,#python [691] #python,#rstats [643] #ai,#iot [301] #datascience,#iot Top Word Pairs in Tweet in G2:
[172] gt,gt [138] #iot,#bigdata [119] #bigdata,#analytics [108] #analytics,#datascience [94] #datascience,#ai [81] #iot,#iiot [69] #ai,#machinelearning [61] #machinelearning,#iot [52] #ai,#iot [51] mikequindazzi,antgrasso Top Word Pairs in Tweet in G3:
[148] #bigdata,#analytics [131] #analytics,#datascience [118] #datascience,#ai [108] #iot,#bigdata [108] #iot,#iiot [81] #ai,#machinelearning [70] #machinelearning,#iot [69] #ai,#iot [64] #iiot,#python [63] #bigdata,#internetofthings Top Word Pairs in Tweet in G4:
[508] #bigdata,#analytics [489] #analytics,#datascience [391] #iot,#iiot [324] #datascience,#ai [219] #ai,#machinelearning [216] #machinelearning,#iot [207] #iiot,#python [199] #python,#rstats [112] #datascience,#iot [112] gp_pulipaka,top Top Word Pairs in Tweet in G5:
[45] #bigdata,#iot [39] #ai,#iot [36] read,more [32] #bigdata,#analytics [31] #usa,#canada [27] #bigdata,#usa [27] #analytics,#datascience [24] #canada,#london [24] #iot,#iiot [21] internet,things Top Word Pairs in Tweet in G6:
[67] #bigdata,#datascience [50] #iot,#iiot [48] #datascience,#ai [42] #iiot,#iotpl [38] #ai,#machinelearning [31] #bigdata,#analytics [30] #analytics,#datascience [23] week's,top [23] top,content [23] content,#datascientists Top Word Pairs in Tweet in G7:
[69] working,great [69] great,#iot [69] #iot,industries [69] industries,#iotex [69] #iotex,#privacy [69] #privacy,#bigdata [69] #bigdata,#blockchain [69] #blockchain,#ai [69] #ai,#internetofthings [69] #internetofthings,cctip_io Top Word Pairs in Tweet in G8:
[18] beautiful,humanistic [18] humanistic,coverage [18] coverage,recent [18] recent,journal [18] journal,study [18] study,genomics [18] genomics,patient [18] patient,rare [18] rare,immune [18] immune,disorder Top Word Pairs in Tweet in G9:
[25] read,more [20] artificial,intelligence [16] #iot,#bigdata [9] machine,learning [5] covid,19 [5] big,data [5] #artificialintelligence,#ai [4] analytics,iot [4] fog,computing [4] computing,changing Top Word Pairs in Tweet in G10:
[24] ultimate,guide [24] guide,#socialmedia [24] #socialmedia,image [24] image,sizes [24] sizes,2020 [24] 2020,infographic [24] infographic,#digitalmarketing [24] #digitalmarketing,#growthhacking [24] #growthhacking,#startups [23] nitish_sharma23,ultimate 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 G5:
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: