The graph represents a network of 1,723 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, 21 October 2020 at 12:03 UTC.
The requested start date was Wednesday, 21 October 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, 17-hour, 45-minute period from Monday, 19 October 2020 at 06:11 UTC to Tuesday, 20 October 2020 at 23:57 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 : 1723
Unique Edges : 1808
Edges With Duplicates : 14823
Total Edges : 16631
Number of Edge Types : 5
Retweet : 6701
MentionsInRetweet : 8050
Tweet : 1244
Replies to : 7
Mentions : 629
Self-Loops : 1635
Reciprocated Vertex Pair Ratio : 0.0082139848357203
Reciprocated Edge Ratio : 0.0162941299352413
Connected Components : 113
Single-Vertex Connected Components : 76
Maximum Vertices in a Connected Component : 1530
Maximum Edges in a Connected Component : 16320
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.387425
Graph Density : 0.00161341096040925
Modularity : 0.201415
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 1,723 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, 21 October 2020 at 12:03 UTC.
The requested start date was Wednesday, 21 October 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, 17-hour, 45-minute period from Monday, 19 October 2020 at 06:11 UTC to Tuesday, 20 October 2020 at 23:57 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:
[3065] #bigdata,#analytics [2650] #analytics,#datascience [2408] #iot,#iiot [2133] #datascience,#ai [1793] #ai,#machinelearning [1405] #machinelearning,#iot [1403] #python,#rstats [1062] #iiot,#python [970] #ai,#iot [713] #iiot,#pytorch Top Word Pairs in Tweet in G1:
[2180] #bigdata,#analytics [1840] #analytics,#datascience [1647] #iot,#iiot [1431] #datascience,#ai [1236] #ai,#machinelearning [984] #machinelearning,#iot [910] #python,#rstats [754] #iiot,#python [573] #ai,#iot [468] #machinelearning,#bigdata Top Word Pairs in Tweet in G2:
[177] #bigdata,#analytics [155] #analytics,#datascience [136] #iot,#iiot [131] #datascience,#ai [117] #ai,#iot [111] #iot,#bigdata [108] #ai,#machinelearning [88] #machinelearning,#iot [83] #python,#rstats [60] #iiot,#python Top Word Pairs in Tweet in G3:
[109] #bigdata,#datascience [70] #iiot,#iotpl [67] #datascience,#ai [67] #iot,#iiot [65] #ai,#machinelearning [38] #machinelearning,#deeplearning [37] #datascience,#iot [29] #iot,#rpa [26] useful,comparison [26] comparison,tables Top Word Pairs in Tweet in G4:
[482] #bigdata,#analytics [456] #analytics,#datascience [396] #iot,#iiot [353] #datascience,#ai [295] #python,#rstats [241] #ai,#machinelearning [202] #machinelearning,#iot [197] #iiot,#python [157] #iiot,#pytorch [151] #pytorch,#python Top Word Pairs in Tweet in G5:
[61] #machine,change [61] change,world [61] world,construction [61] construction,techinsider [61] techinsider,#futureofwork [60] ronald_vanloon,#machine [60] #futureofwork,#artificialintelligence [60] #artificialintelligence,#ai [60] #ai,#bigdata [32] iron,man Top Word Pairs in Tweet in G6:
[337] #stocks,#investment [242] #iot,#bigdata [123] chinese,stocks [95] #bigdata,#analytics [90] #dividends,#iot [87] #analytics,#datascience [78] #iot,#iiot [72] #datascience,#ai [72] indian,stocks [69] #machinelearning,#iot Top Word Pairs in Tweet in G7:
[77] rising,adoption [77] adoption,emerging [77] emerging,technologies [77] technologies,such [77] such,#ai [77] #ai,#iot [77] #iot,#bigdataanalytics [77] #bigdataanalytics,industries [77] industries,telecom [77] telecom,bfsi Top Word Pairs in Tweet in G8:
[65] #bigdata,#analytics [57] #analytics,#datascience [52] artificial,intelligence [51] #ai,#machinelearning [45] #datascience,#ai [44] read,more [43] #iot,#iiot [33] #machinelearning,#iot [29] #ai,#iot [24] #machinelearning,#bigdata Top Word Pairs in Tweet in G9:
[29] read,more [23] #iot,#bigdata [21] artificial,intelligence [17] machine,learning [9] #bigdata,#iot [8] big,data [7] #ai,#machinelearning [6] digital,transformation [6] internet,things [6] ors,automático Top Word Pairs in Tweet in G10:
[35] #bigdata,#analytics [32] #analytics,#datascience [30] #iot,#iiot [27] #infographic,10 [27] 10,principles [27] principles,#digitaltransformation [27] #digitaltransformation,modernize [27] modernize,#enterprise [26] dimitrihommel,#infographic [26] #enterprise,mikeq Top Replied-To in Entire Graph:
Top Replied-To in G1:
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: