The graph represents a network of 1,258 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, 05 October 2022 at 11:43 UTC.
The requested start date was Wednesday, 05 October 2022 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 2-day, 5-hour, 26-minute period from Sunday, 02 October 2022 at 03:46 UTC to Tuesday, 04 October 2022 at 09:13 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 : 1258
Unique Edges : 1010
Edges With Duplicates : 15032
Total Edges : 16042
Number of Edge Types : 5
Retweet : 6782
MentionsInRetweet : 7508
Mentions : 865
Tweet : 876
Replies to : 11
Self-Loops : 1163
Reciprocated Vertex Pair Ratio : 0.00645624103299857
Reciprocated Edge Ratio : 0.0128296507483963
Connected Components : 25
Single-Vertex Connected Components : 15
Maximum Vertices in a Connected Component : 1218
Maximum Edges in a Connected Component : 15966
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.437817
Graph Density : 0.00266172391681306
Modularity : 0.149994
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 1,258 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, 05 October 2022 at 11:43 UTC.
The requested start date was Wednesday, 05 October 2022 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 2-day, 5-hour, 26-minute period from Sunday, 02 October 2022 at 03:46 UTC to Tuesday, 04 October 2022 at 09:13 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:
[2068] #bigdata,#analytics [1481] #iot,#iiot [1087] #analytics,#datascience [986] #python,#rstats [978] #ai,#machinelearning [935] #machinelearning,#iot [930] #datascience,#ai [877] #cybersecurity,#bigdata [870] #ml,#datascience [839] #analytics,#ai Top Word Pairs in Tweet in G1:
[1080] #bigdata,#analytics [634] #iot,#iiot [556] #analytics,#datascience [546] #5g,#100daysofcode [534] #machinelearning,#iot [517] #ai,#machinelearning [515] #python,#rstats [494] #cybersecurity,#bigdata [486] #ml,#datascience [484] #analytics,#ai Top Word Pairs in Tweet in G2:
[140] #bigdata,#analytics [87] #ai,#iot [86] #iot,#iiot [83] #analytics,#ai [73] #datascience,#iot [66] free,udemy [66] udemy,certificate [66] certificate,course [65] #python,#rstats [64] #ai,#machinelearning Top Word Pairs in Tweet in G3:
[289] #bigdata,#analytics [234] #analytics,#datascience [232] #iot,#iiot [194] #datascience,#ai [174] #ai,#machinelearning [170] #python,#rstats [148] #machinelearning,#iot [106] #iiot,#pytorch [90] #pytorch,#python [89] #iiot,#python Top Word Pairs in Tweet in G4:
[365] #iot,#iiot [365] #healthtech,#datascientist [365] #datascientist,#csuite [365] #csuite,#digitalhealth [365] #cx,#ehealth [365] #ehealth,#finserv [363] #digitalhealth,#web3 [363] #web3,#cx [362] #finserv,#cloud [362] #cloud,#insurtech Top Word Pairs in Tweet in G5:
[157] #ml,#datascience [140] #artificialintelligence,#ai [140] #ai,#ml [138] #datascience,#datascientists [134] #datascientists,#codenewbies [130] #codenewbies,#tech [127] #bigdata,#analytics [109] #tech,#deeplearning [104] #cybersecurity,#bigdata [99] #sql,#cybersecurity Top Word Pairs in Tweet in G6:
[94] #5g,#100daysofcode [93] #100daysofcode,#ai [93] #ai,#analytics [90] #bigdata,#cloud [88] #cloud,#data [78] #analytics,#artificialintelligence [76] #artificialintelligence,#bigdata [72] #datascience,roadmap [72] roadmap,#5g [72] #data,#flutter Top Word Pairs in Tweet in G7:
[57] big,data [57] #machinelearning,#ai [57] #ai,#python [56] data,pipelines [56] pipelines,aws [56] aws,azure [56] azure,google [56] google,cloud [56] cloud,#analytics [56] #analytics,#machinelearning Top Word Pairs in Tweet in G8:
[11] #ai,solving [11] solving,traffic [11] traffic,problems [11] problems,re [11] re,going [11] going,safely [11] safely,#smartcities [11] #smartcities,#iot [10] globaliqx,#ai [10] #iot,#machinelea Top Word Pairs in Tweet in G9:
[65] #ai,#machinelearning [65] #machinelearning,#iot [64] #iot,#iiot [58] #iiot,#cx [57] #cx,#selfdrivingcars [55] #selfdrivingcars,#smartcity [42] #bigdata,#analytics [31] #datascience,#bigdata [30] #smartcity,#autonomousvehicles [30] #autonomousvehicles,#datascience Top Word Pairs in Tweet in G10:
[11] #bigdata,#analytics [10] #artificialintelligence,#ai [10] #cloud,#crm [10] #crm,#innovation [10] #innovation,#digitization [10] #digitization,#healthcare [10] #healthcare,#automation [10] #automation,#machinelearning [10] #machinelearning,#python [9] balaji_sandiego,#cloud Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G6:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: