The graph represents a network of 1,423 Twitter users whose tweets in the requested range contained "iiot ai", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 26 August 2022 at 10:39 UTC.
The requested start date was Friday, 26 August 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, 17-hour, 13-minute period from Tuesday, 23 August 2022 at 06:46 UTC to Friday, 26 August 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 : 1423
Unique Edges : 752
Edges With Duplicates : 15226
Total Edges : 15978
Number of Edge Types : 5
Retweet : 6863
MentionsInRetweet : 7595
Tweet : 964
Mentions : 550
Replies to : 6
Self-Loops : 1122
Reciprocated Vertex Pair Ratio : 0.00444664031620553
Reciprocated Edge Ratio : 0.0088539104771274
Connected Components : 18
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 1392
Maximum Edges in a Connected Component : 15937
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.407343
Graph Density : 0.00200938371321854
Modularity : 0.152248
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 1,423 Twitter users whose tweets in the requested range contained "iiot ai", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 26 August 2022 at 10:39 UTC.
The requested start date was Friday, 26 August 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, 17-hour, 13-minute period from Tuesday, 23 August 2022 at 06:46 UTC to Friday, 26 August 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 ai
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:
[3003] #bigdata,#analytics [2287] #iiot,#python [1997] #analytics,#ai [1928] #iot,#iiot [1693] #ai,#ml [1660] #analytics,#datascience [1650] #python,#rstats [1643] #datascience,#ai [1636] #machinelearning,#datascience [1401] #cybersecurity,#bigdata Top Word Pairs in Tweet in G1:
[1259] #bigdata,#analytics [953] #iiot,#python [920] #machinelearning,#datascience [910] #analytics,#ai [879] #ai,#ml [757] #iot,#iiot [690] #python,#rstats [686] #cybersecurity,#bigdata [638] #analytics,#datascience [629] #datascience,#ai Top Word Pairs in Tweet in G2:
[760] #bigdata,#analytics [515] #iot,#iiot [481] #iiot,#python [412] #analytics,#datascience [406] #datascience,#ai [366] #python,#rstats [339] #analytics,#ai [322] #ai,#machinelearning [283] #machinelearning,#iot [279] #machinelearning,#datascience Top Word Pairs in Tweet in G3:
[227] #bigdata,#analytics [186] #analytics,#ai [185] #iiot,#python [178] #ml,#datascience [178] #ai,#ml [166] #datascience,#sql [165] #sql,#cybersecurity [164] #cybersecurity,#bigdata [156] #python,#rstats [148] #artificialintelligence,#ai Top Word Pairs in Tweet in G4:
[322] #analytics,#datascience [318] #datascience,#ai [316] #bigdata,#analytics [314] #iot,#iiot [309] #ai,#machinelearning [297] #machinelearning,#iot [234] #python,#rstats [197] #iiot,#python [135] #rstats,#tensorflow [99] #javascript,#reactjs Top Word Pairs in Tweet in G5:
[192] #analytics,#ai [163] #machinelearning,#analytics [161] #datascience,#machinelearning [161] #ai,#ml [153] #ml,#tech [148] #iiot,#python [125] #tech,#iiot [74] data,science [73] 100,days [73] days,data Top Word Pairs in Tweet in G6:
[64] #bigdata,#analytics [59] #machinelearning,#datascience [45] #analytics,#ai [38] ingliguori,#infographic [36] #iiot,#python [34] #machinelearning,#python [34] #python,#ai [34] #ai,#100daysofcode [33] #devcommunity,#iot [33] #iot,#flutter Top Word Pairs in Tweet in G7:
[48] #iotpl,#iotcl [38] #iiot,#iotpl [38] #iot,#iiot [23] #datascience,#ai [22] #bigdata,#analytics [22] kirkdborne,build [18] #bigdata,#datascience [17] #analytics,#datascience [16] #iiot,#python [15] #datascience,#machinelearning Top Word Pairs in Tweet in G8:
[115] #analytics,#ai [106] #iiot,#python [87] #bigdata,#analytics [61] #datascience,#sql [61] #sql,#cybersecurity [61] #cybersecurity,#bigdata [59] #machinelearning,#datascience [58] #ai,#iiot [58] #ai,#ml [55] #datascience,#machinelearning Top Word Pairs in Tweet in G9:
[150] #bigdata,#analytics [117] #analytics,#datascience [113] #datascience,#ai [104] #iiot,#python [97] #analytics,#ai [87] #iot,#iiot [77] #machinelearning,#datascience [77] #python,#rstats [72] #datascience,#sql [70] #cybersecurity,#bigdata Top Word Pairs in Tweet in G10:
[58] #cybersecurity,#bigdata [51] #machinelearning,#datascience [48] #datascience,#sql [47] #sql,#cybersecurity [44] #programming,#machinelearning [28] #analytics,#ai [27] #bigdata,#analytics [24] #ai,#iiot [21] #iiot,#python [21] full,stack Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: