The graph represents a network of 1,913 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, 08 July 2022 at 11:00 UTC.
The requested start date was Friday, 08 July 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, 15-hour, 51-minute period from Tuesday, 05 July 2022 at 08:08 UTC to Friday, 08 July 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 : 1913
Unique Edges : 874
Edges With Duplicates : 14978
Total Edges : 15852
Number of Edge Types : 5
Retweet : 6914
MentionsInRetweet : 7673
Mentions : 554
Tweet : 695
Replies to : 16
Self-Loops : 843
Reciprocated Vertex Pair Ratio : 0.00723525542644157
Reciprocated Edge Ratio : 0.0143665650848933
Connected Components : 16
Single-Vertex Connected Components : 11
Maximum Vertices in a Connected Component : 1887
Maximum Edges in a Connected Component : 15821
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.491969
Graph Density : 0.00125599564311133
Modularity : 0.187288
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,913 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, 08 July 2022 at 11:00 UTC.
The requested start date was Friday, 08 July 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, 15-hour, 51-minute period from Tuesday, 05 July 2022 at 08:08 UTC to Friday, 08 July 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:
[4778] #bigdata,#analytics [2574] #iot,#iiot [2467] #python,#rstats [2436] #analytics,#ai [2416] #cybersecurity,#bigdata [2240] #iiot,#python [2145] #ai,#iiot [2069] #sql,#cybersecurity [2059] #datascience,#sql [2012] #analytics,#datascience Top Word Pairs in Tweet in G1:
[2196] #bigdata,#analytics [1261] #iot,#iiot [1199] #python,#rstats [1029] #analytics,#ai [1015] #iiot,#python [967] #cybersecurity,#bigdata [962] #analytics,#datascience [894] #ai,#iiot [871] #datascience,#ai [833] #datascience,#sql Top Word Pairs in Tweet in G2:
[670] #bigdata,#analytics [581] #cybersecurity,#bigdata [480] #analytics,#ai [474] #sql,#cybersecurity [466] #datascience,#sql [456] #ai,#iiot [389] #iiot,#python [388] #machinelearning,#datascience [360] #python,#rstats [183] #iot,#iiot Top Word Pairs in Tweet in G3:
[344] #bigdata,#analytics [303] #iot,#iiot [301] #analytics,#datascience [301] #datascience,#ai [299] #ai,#machinelearning [298] #machinelearning,#iot [296] free,book [296] book,available [296] available,#bigdata [289] free_ai_books,free Top Word Pairs in Tweet in G4:
[374] #bigdata,#analytics [360] #cybersecurity,#bigdata [355] #analytics,#ai [342] #sql,#cybersecurity [336] #ai,#iiot [335] #datascience,#sql [320] #machinelearning,#datascience [280] #iiot,#python [238] #python,#rstats [163] #rstats,#tensorflow Top Word Pairs in Tweet in G5:
[307] #bigdata,#analytics [275] #iot,#iiot [249] #cx,#women [249] #women,#ehealth [248] #datascientist,#mwc22 [247] #digitalhealth,#cx [246] #mwc22,#digital [246] #ehealth,#finserv [245] #digital,#digitalhealth [245] #finserv,#bigdata Top Word Pairs in Tweet in G6:
[402] #bigdata,#analytics [297] #analytics,#datascience [286] #iot,#iiot [269] #python,#rstats [259] #datascience,#ai [251] #ai,#machinelearning [239] #machinelearning,#iot [152] #iiot,#pytorch [152] #pytorch,#python [140] #iiot,#python Top Word Pairs in Tweet in G7:
[109] #bigdata,#analytics [95] #iot,#iiot [83] #datascience,#ai [83] #analytics,#datascience [67] #ai,#machinelearning [54] #machinelearning,#iot [52] #python,#rstats [43] #bigdata,#datascience [36] #iiot,#python [29] #iiot,#iotpl Top Word Pairs in Tweet in G8:
[189] #bigdata,#analytics [166] #analytics,#ai [130] #iot,#iiot [129] #python,#bigdata [96] #iiot,#azure [94] #azure,#pytorch [92] #cybersecurity,#bigdata [91] #ai,#iiot [88] #datascience,#sql [88] #sql,#cybersecurity Top Word Pairs in Tweet in G9:
[62] #cybersecurity,#bigdata [62] #bigdata,#analytics [52] #sql,#cybersecurity [50] #analytics,#ai [48] #ai,#iiot [47] #datascience,#sql [37] #iiot,#python [35] #machinelearning,#datascience [30] #python,#rstats [22] cheat,sheet Top Word Pairs in Tweet in G10:
[104] #bigdata,#analytics [83] #cybersecurity,#bigdata [79] #sql,#cybersecurity [77] #analytics,#ai [75] #datascience,#sql [73] #ai,#iiot [72] #machinelearning,#datascience [49] #iiot,#python [40] #python,#rstats [35] cheat,sheet Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G6:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G6:
Top Mentioned in G7:
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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: