The graph represents a network of 972 Twitter users whose tweets in the requested range contained "iiot bigdata", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 19 November 2021 at 11:42 UTC.
The requested start date was Friday, 19 November 2021 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, 17-hour, 21-minute period from Tuesday, 16 November 2021 at 06:26 UTC to Thursday, 18 November 2021 at 23:47 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 : 972
Unique Edges : 688
Edges With Duplicates : 15665
Total Edges : 16353
Number of Edge Types : 5
Retweet : 7120
MentionsInRetweet : 8304
Mentions : 413
Tweet : 515
Replies to : 1
Self-Loops : 571
Reciprocated Vertex Pair Ratio : 0.00382775119617225
Reciprocated Edge Ratio : 0.00762631077216397
Connected Components : 9
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 951
Maximum Edges in a Connected Component : 16316
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.173905
Graph Density : 0.00333435048505423
Modularity : 0.113162
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 972 Twitter users whose tweets in the requested range contained "iiot bigdata", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 19 November 2021 at 11:42 UTC.
The requested start date was Friday, 19 November 2021 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, 17-hour, 21-minute period from Tuesday, 16 November 2021 at 06:26 UTC to Thursday, 18 November 2021 at 23:47 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 : iiot 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:
[5253] #bigdata,#analytics [4800] #iot,#iiot [3323] #analytics,#datascience [2901] #datascience,#ai [1954] #datascience,#iot [1920] #ai,#machinelearning [1913] #python,#rstats [1834] #iiot,#pytorch [1713] #machinelearning,#iot [1707] #python,#bigdata Top Word Pairs in Tweet in G1:
[223] #iot,#iiot [186] #bigdata,#analytics [137] #datascience,#ai [130] #analytics,#datascience [94] #ai,#iot [87] #iiot,#pytorch [83] #python,#rstats [79] #machinelearning,#ai [68] #pytorch,#python [66] ingliguori,#bigdata Top Word Pairs in Tweet in G2:
[3673] #bigdata,#analytics [3358] #iot,#iiot [2274] #analytics,#datascience [1944] #datascience,#ai [1430] #datascience,#iot [1354] #ai,#machinelearning [1257] #python,#bigdata [1243] #analytics,#ai [1237] #machinelearning,#iot [1224] #iiot,#pytorch Top Word Pairs in Tweet in G3:
[328] #bigdata,#analytics [320] #analytics,#datascience [312] #iot,#iiot [237] #datascience,#ai [220] #ai,#machinelearning [210] #machinelearning,#iot [163] #python,#rstats [130] #iiot,#pytorch [119] #pytorch,#python [110] #iiot,#python Top Word Pairs in Tweet in G4:
[190] #bigdata,#analytics [167] #datascience,#ai [121] #analytics,#datascience [118] #iiot,#pytorch [99] #pytorch,#python [78] #iot,#iiot [71] #tensorflow,#bigdata [66] #ai,#machinelearning [64] #python,#rstats [60] #ai,#ml Top Word Pairs in Tweet in G5:
[332] #bigdata,#analytics [319] #iot,#iiot [228] #datascience,#iot [219] #python,#bigdata [216] #analytics,#ai [198] #ai,#datascience [174] #rstats,#dotnet [158] #iiot,#azure [121] #javascript,#reactjs [115] #programming,#coding Top Word Pairs in Tweet in G6:
[209] #iot,#iiot [167] #python,#rstats [131] #machinelearning,#ai [131] #rstats,#reactjs [130] #analytics,#machinelearning [130] #ai,#python [122] #reactjs,#iot [117] #bigdata,#analytics [107] #iiot,#linux [73] #analytics,#datascience Top Word Pairs in Tweet in G7:
[330] #bigdata,#analytics [228] #iot,#iiot [212] #analytics,#datascience [193] #datascience,#ai [182] #machinelearning,#bigdata [128] #python,#rstats [102] #ai,#iot [85] #iiot,#python [77] #iiot,#pytorch [76] #datascience,#iot Top Word Pairs in Tweet in G8:
[92] #bigdata,#analytics [74] #analytics,#datascience [68] #datascience,#ai [62] #iot,#iiot [57] #ai,#machinelearning [51] #iiot,#pytorch [43] #machinelearning,#iot [37] #pytorch,#python [31] #python,#rstats [28] #ai,#iot Top Word Pairs in Tweet in G9:
[4] water,industry [4] industry,leaders [4] leaders,saying [4] saying,potus's [4] potus's,#infrastructure [4] #infrastructure,bill [4] bill,boost [4] boost,#water [4] #water,#wastewater [4] #wastewater,sector Top Word Pairs in Tweet in G10:
[5] #rstats,#reactjs [4] #machinelearning,#statistics [4] #statistics,choose [4] choose,#datascience [4] #datascience,adventure [4] adventure,#analytics [4] #analytics,#ai [4] #ai,#rstats [4] #reactjs,#digitalhealth [4] #iot,#iiot Top Replied-To in Entire Graph:
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: