The graph represents a network of 1,021 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, 14 January 2022 at 11:30 UTC.
The requested start date was Friday, 14 January 2022 at 01:01 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, 40-minute period from Tuesday, 11 January 2022 at 09:20 UTC to Friday, 14 January 2022 at 01:00 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 : 1021
Unique Edges : 1532
Edges With Duplicates : 16538
Total Edges : 18070
Number of Edge Types : 5
Retweet : 7110
MentionsInRetweet : 9634
Mentions : 767
Tweet : 500
Replies to : 59
Self-Loops : 559
Reciprocated Vertex Pair Ratio : 0.0159865376525032
Reciprocated Edge Ratio : 0.0314699792960662
Connected Components : 11
Single-Vertex Connected Components : 6
Maximum Vertices in a Connected Component : 1005
Maximum Edges in a Connected Component : 18050
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.295558
Graph Density : 0.00463789825430662
Modularity : 0.160327
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,021 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, 14 January 2022 at 11:30 UTC.
The requested start date was Friday, 14 January 2022 at 01:01 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, 40-minute period from Tuesday, 11 January 2022 at 09:20 UTC to Friday, 14 January 2022 at 01:00 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:
[4459] #iot,#iiot [2557] #javascript,#reactjs [2477] #iiot,#pytorch [2318] #reactjs,#wordpress [2211] #pytorch,#javascript [2179] #bigdata,#analytics [2059] #wordpress,#security [1779] #analytics,#datascience [1767] #security,#defi [1611] #ai,#iot Top Word Pairs in Tweet in G1:
[1201] #iot,#iiot [1129] #bigdata,#analytics [970] #analytics,#datascience [868] #datascience,#ai [821] #ai,#machinelearning [568] #machinelearning,#iot [551] #iiot,#pytorch [369] #javascript,#reactjs [347] #iiot,#python [339] #python,#rstats Top Word Pairs in Tweet in G2:
[2867] #iot,#iiot [2116] #javascript,#reactjs [1982] #reactjs,#wordpress [1897] #pytorch,#javascript [1768] #iiot,#pytorch [1757] #wordpress,#security [1511] #security,#defi [1230] #python,#iot [1218] #ai,#iot [1195] #python,#ai Top Word Pairs in Tweet in G3:
[135] #ai,#machinelearning [108] #bigdata,#analytics [97] #artificialintelligence,#iiot [97] #iiot,#machinelearning [85] #iot,#iiot [83] catherineadenle,infographic [80] #machinelearning,#100daysofcode [71] #analytics,#datascience [66] #iiot,#python [63] #dataanalytics,#datascientists Top Word Pairs in Tweet in G4:
[82] #bigdata,#analytics [55] #analytics,#datascience [52] #iot,#iiot [42] #ai,#machinelearning [33] #datascience,#ai [28] #100daysofcode,#dataanalytics [28] #dataanalytics,#datascientists [28] #datascientists,#iiot [27] ingliguori,#bigdata [27] #iiot,#python Top Word Pairs in Tweet in G5:
[223] #bigdata,#analytics [222] #analytics,#datascience [208] #iot,#iiot [196] #datascience,#ai [177] #ai,#machinelearning [154] #machinelearning,#iot [106] #python,#rstats [84] #iiot,#pytorch [77] #iiot,#python [76] #pytorch,#python Top Word Pairs in Tweet in G6:
[72] #bigdata,#analytics [70] #machinelearning,#bigdata [35] #analytics,#datascience [32] #iot,#iiot [31] #datascience,#ai [27] #iiot,#python [25] #python,#rstats [23] #ai,#iot [22] #rstats,#tensorflow [22] #javascript,#reactjs Top Word Pairs in Tweet in G7:
[144] coffee,talk [72] iot,coffee [72] welcome,#iot [72] #iot,coffee [67] chat,#digital [62] #digital,#iiot [49] #iiot,#automation [41] #automation,#digitaltwins [40] #digitaltwins,#edge [40] #edge,#cloud Top Word Pairs in Tweet in G8:
[5] glengilmore,#futureofmobility [5] #futureofmobility,hyundai_global [5] hyundai_global,bostondynamics [5] bostondynamics,presented [5] presented,shared [5] shared,vision [5] vision,#robotics [5] #robotics,both [5] both,worl [3] glengilmore,re Top Word Pairs in Tweet in G9:
[62] #bigdata,#devcommunity [62] #devcommunity,#technology [55] #technology,#programming [54] #programming,#ai [42] #ai,#iiot [15] #iiot,#100daysofcode [14] #100daysofcode,#linux [14] #linux,#python [14] #python,#cloudcomputing [14] #cloudcomputing,#frenchtech Top Word Pairs in Tweet in G10:
[3] energy,hypecycle [3] hypecycle,green [3] green,#hydrogen [3] #hydrogen,wireless [3] wireless,#ev [3] #ev,charging [3] charging,#energy [3] #energy,sharing [3] sharing,platforms [3] platforms,v2g Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
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 G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G3:
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Top Tweeters in G5:
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Top Tweeters in G10: