The graph represents a network of 1,425 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, 03 June 2022 at 11:01 UTC.
The requested start date was Friday, 03 June 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, 16-hour, 40-minute period from Tuesday, 31 May 2022 at 07:20 UTC to Friday, 03 June 2022 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 : 1425
Unique Edges : 1172
Edges With Duplicates : 15161
Total Edges : 16333
Number of Edge Types : 5
Retweet : 6845
MentionsInRetweet : 8287
Tweet : 624
Replies to : 11
Mentions : 566
Self-Loops : 803
Reciprocated Vertex Pair Ratio : 0.0110096041227454
Reciprocated Edge Ratio : 0.0217794253938832
Connected Components : 12
Single-Vertex Connected Components : 8
Maximum Vertices in a Connected Component : 1411
Maximum Edges in a Connected Component : 16301
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.208126
Graph Density : 0.00212694657993298
Modularity : 0.165491
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,425 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, 03 June 2022 at 11:01 UTC.
The requested start date was Friday, 03 June 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, 16-hour, 40-minute period from Tuesday, 31 May 2022 at 07:20 UTC to Friday, 03 June 2022 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 : 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:
[5296] #bigdata,#analytics [3632] #analytics,#datascience [2741] #iiot,#python [2691] #iot,#iiot [2661] #python,#rstats [2576] #datascience,#ai [2173] #ai,#machinelearning [1770] #machinelearning,#iot [1723] #ai,#iiot [1620] #cybersecurity,#bigdata Top Word Pairs in Tweet in G1:
[634] #bigdata,#analytics [510] #ai,#iiot [486] #cybersecurity,#bigdata [484] #iiot,#python [484] #python,#rstats [420] #analytics,#ai [383] cheat,sheet [375] #sql,#cybersecurity [374] #datascience,#sql [330] #machinelearning,#datascience Top Word Pairs in Tweet in G2:
[3050] #bigdata,#analytics [2207] #analytics,#datascience [1544] #iot,#iiot [1467] #datascience,#ai [1435] #iiot,#python [1361] #python,#rstats [1331] #ai,#machinelearning [1142] #machinelearning,#iot [792] #ai,#iiot [741] #analytics,#ai Top Word Pairs in Tweet in G3:
[1067] #bigdata,#analytics [865] #analytics,#datascience [670] #iot,#iiot [626] #datascience,#ai [547] #python,#rstats [531] #iiot,#python [509] #ai,#machinelearning [410] #machinelearning,#iot [218] #ai,#iiot [210] #cybersecurity,#bigdata Top Word Pairs in Tweet in G4:
[173] #cx,#women [173] #women,#ehealth [173] #ehealth,#ces2023 [172] #digitalhealth,#datascientist [172] #datascientist,#mwc22 [172] #mwc22,#ai [172] #ai,#healthtech [172] #healthtech,#ml [172] #ml,#iiot [172] #iiot,#cx Top Word Pairs in Tweet in G5:
[282] #bigdata,#analytics [164] #iot,#iiot [153] #analytics,#datascience [145] #analytics,#ai [136] #python,#rstats [128] #iiot,#python [116] #ai,#iiot [115] #datascience,#ai [109] #ai,#machinelearning [107] #cybersecurity,#bigdata Top Word Pairs in Tweet in G6:
[56] #bigdata,#analytics [37] #iiot,#python [35] #ai,#iiot [32] #analytics,#ai [32] #python,#rstats [32] #iot,#iiot [32] #cybersecurity,#bigdata [29] #datascience,#sql [26] #analytics,#datascience [26] #sql,#cybersecurity Top Word Pairs in Tweet in G7:
[23] #machinelearning,#bigdata [17] state,#iot [17] #iot,2022 [17] 2022,number [17] number,connected [17] connected,devices [17] devices,growing [17] growing,18 [17] 18,#digitaltransformation [17] #iot,#iiot Top Word Pairs in Tweet in G8:
[10] #ai,#aiio [10] #aiio,#bigdata [10] #bigdata,#ml [10] #ml,#nlu [8] cybercrime,evolving [8] evolving,#artificialintelligence [8] #artificialintelligence,help [8] help,improve [8] improve,consumer [8] consumer,safety Top Word Pairs in Tweet in G9:
[19] data,science [18] #datascience,#analytics [17] #javascript,#data [17] machine,learning [13] best,data [13] science,tools [13] tools,software [13] software,2022 [13] 2022,#datascience [13] #analytics,#devops Top Word Pairs in Tweet in G10:
[14] #bigdata,#analytics [12] #analytics,#datascience [12] #datascience,#ai [12] #iiot,#python [10] #cybersecurity,#bigdata [10] #ai,#iiot [10] #python,#rstats [9] cheat,sheet [9] sheet,#machinelearning [9] #machinelearning,#cybersecurity Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G7:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G7:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G3:
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Top Tweeters in G9:
Top Tweeters in G10: