The graph represents a network of 1,369 Twitter users whose tweets in the requested range contained "iiot machinelearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 09 September 2022 at 11:21 UTC.
The requested start date was Friday, 09 September 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, 10-hour, 8-minute period from Tuesday, 06 September 2022 at 13:51 UTC to Thursday, 08 September 2022 at 23:59 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 : 1369
Unique Edges : 569
Edges With Duplicates : 15194
Total Edges : 15763
Number of Edge Types : 5
Retweet : 7032
MentionsInRetweet : 7823
Replies to : 12
Tweet : 596
Mentions : 300
Self-Loops : 684
Reciprocated Vertex Pair Ratio : 0.00518390520859047
Reciprocated Edge Ratio : 0.0103143418467584
Connected Components : 9
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 1352
Maximum Edges in a Connected Component : 15737
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.353219
Graph Density : 0.00217429378169065
Modularity : 0.157913
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 1,369 Twitter users whose tweets in the requested range contained "iiot machinelearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 09 September 2022 at 11:21 UTC.
The requested start date was Friday, 09 September 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, 10-hour, 8-minute period from Tuesday, 06 September 2022 at 13:51 UTC to Thursday, 08 September 2022 at 23:59 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 machinelearning
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:
[3775] #bigdata,#analytics [3619] #analytics,#ai [3167] #iiot,#python [2711] #machinelearning,#datascience [2283] #cybersecurity,#bigdata [2271] #python,#rstats [1978] #sql,#cybersecurity [1903] #ai,#iiot [1791] cheat,sheet [1759] #datascience,#sql Top Word Pairs in Tweet in G1:
[2264] #analytics,#ai [2139] #bigdata,#analytics [1863] #machinelearning,#datascience [1735] #iiot,#python [1366] #cybersecurity,#bigdata [1209] #python,#rstats [1162] #datascience,#machinelearning [1143] #sql,#cybersecurity [1110] #ai,#iiot [1065] #ai,#ml Top Word Pairs in Tweet in G2:
[480] #bigdata,#analytics [413] #analytics,#ai [399] #iiot,#python [333] #cybersecurity,#bigdata [308] #python,#rstats [305] #sql,#cybersecurity [303] #machinelearning,#datascience [276] #ai,#iiot [264] #datascience,#sql [248] cheat,sheet Top Word Pairs in Tweet in G3:
[191] #bigdata,#analytics [162] #iiot,#python [158] #analytics,#ai [122] #python,#rstats [114] #iot,#iiot [113] #cybersecurity,#bigdata [110] #sql,#cybersecurity [108] cheat,sheet [106] #machinelearning,#datascience [99] #datascience,#ai Top Word Pairs in Tweet in G4:
[346] #bigdata,#analytics [322] #datascience,#ai [321] #analytics,#datascience [317] #iot,#iiot [309] #ai,#machinelearning [307] #machinelearning,#iot [202] #python,#rstats [199] #iiot,#python [95] #iiot,#pytorch [93] #pytorch,#python Top Word Pairs in Tweet in G5:
[255] #analytics,#ai [215] cheat,sheet [210] #iiot,#python [204] #datascience,#machinelearning [198] #machinelearning,#analytics [197] #ai,#ml [197] #ml,#tech [193] #tech,#iiot [132] #python,#tensorflow [129] #tensorflow,#java Top Word Pairs in Tweet in G6:
[219] #analytics,#ai [216] #bigdata,#analytics [183] #iiot,#python [159] #cybersecurity,#bigdata [158] #python,#rstats [150] #machinelearning,#datascience [148] #ai,#iiot [134] #sql,#cybersecurity [128] cheat,sheet [123] #datascience,#sql Top Word Pairs in Tweet in G7:
[168] #bigdata,#analytics [148] #iiot,#python [142] #analytics,#ai [130] #cybersecurity,#bigdata [120] #machinelearning,#datascience [114] #sql,#cybersecurity [114] #ai,#iiot [109] #python,#rstats [102] #datascience,#sql [69] cheat,sheet Top Word Pairs in Tweet in G8:
[106] #bigdata,#analytics [106] #analytics,#ai [96] #iiot,#python [88] #cybersecurity,#bigdata [85] #sql,#cybersecurity [84] #ai,#iiot [79] #machinelearning,#datascience [79] #python,#rstats [76] #datascience,#sql [45] cheat,sheet Top Word Pairs in Tweet in G9:
[41] #art,#aiart [41] #aiart,#machinelearning [29] #deeplearning,#mlsogood [25] #bigdata,#analytics [22] art,#art [22] #machinelearning,#deeplearning [22] #artificialintelligence,#datascience [22] #iiot,#python [21] #mlsogood,#artificialintelligence [21] ai,art Top Word Pairs in Tweet in G10:
[10] #machinelearning,#ai [8] #iiot,#python [7] #iot,#iiot [7] #machinelearning,#datascience [7] #cybersecurity,#bigdata [7] #analytics,#ai [6] #python,#rstats [6] movie,technology [6] technology,uses [6] uses,artificial Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G7:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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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:
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Top Tweeters in G5:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: