The graph represents a network of 1,071 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, 16 April 2021 at 11:01 UTC.
The requested start date was Friday, 16 April 2021 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, 4-hour, 6-minute period from Tuesday, 13 April 2021 at 19:50 UTC to Thursday, 15 April 2021 at 23:57 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 : 1071
Unique Edges : 1331
Edges With Duplicates : 15738
Total Edges : 17069
Number of Edge Types : 5
Retweet : 6997
MentionsInRetweet : 8941
Mentions : 580
Tweet : 550
Replies to : 1
Self-Loops : 669
Reciprocated Vertex Pair Ratio : 0.0127826941986234
Reciprocated Edge Ratio : 0.0252427184466019
Connected Components : 6
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 1064
Maximum Edges in a Connected Component : 17060
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.079972
Graph Density : 0.00359520755342636
Modularity : 0.138625
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,071 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, 16 April 2021 at 11:01 UTC.
The requested start date was Friday, 16 April 2021 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, 4-hour, 6-minute period from Tuesday, 13 April 2021 at 19:50 UTC to Thursday, 15 April 2021 at 23:57 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:
[3871] #iot,#iiot [3126] #bigdata,#analytics [2406] #analytics,#datascience [2313] #datascience,#ai [1884] #ai,#machinelearning [1757] #machinelearning,#iot [1163] #python,#rstats [1032] #iiot,#python [989] #iiot,#pytorch [791] #rstats,#reactjs Top Word Pairs in Tweet in G1:
[343] #iot,#iiot [277] #bigdata,#analytics [225] #datascience,#ai [223] #ai,#machinelearning [223] ingliguori,#digitaltransformation [208] #analytics,#datascience [150] #machinelearning,#iot [109] #iiot,#python [97] #digitaltransformation,#100daysofcode [95] #bigdata,#uk Top Word Pairs in Tweet in G2:
[2452] #iot,#iiot [2012] #bigdata,#analytics [1505] #analytics,#datascience [1417] #datascience,#ai [1102] #ai,#machinelearning [1095] #machinelearning,#iot [733] #python,#rstats [644] #iiot,#python [642] #iiot,#pytorch [500] #rstats,#reactjs Top Word Pairs in Tweet in G3:
[593] #bigdata,#analytics [541] #iot,#iiot [491] #analytics,#datascience [462] #datascience,#ai [376] #ai,#machinelearning [364] #machinelearning,#iot [190] #iiot,#pytorch [160] #python,#rstats [138] #iiot,#python [137] #pytorch,#python Top Word Pairs in Tweet in G4:
[98] #iiot,#iotpl [93] #iot,#iiot [64] #iotpl,#iotcommunity [51] #bigdata,#datascience [44] #datascience,#ai [34] #ai,#machinelearning [21] #bigdata,#analytics [20] #analytics,#datascience [17] #iotcommunity,#digitaltransformation [16] complete,#anomalydetection Top Word Pairs in Tweet in G5:
[173] #iot,#iiot [128] #bigdata,#analytics [98] #analytics,#datascience [91] #datascience,#ai [82] #ai,#machinelearning [67] #machinelearning,#iot [60] #iiot,#python [54] #python,#rstats [39] #iiot,#iotpl [35] #analytics,#ai Top Word Pairs in Tweet in G6:
[209] #iot,#iiot [176] #rstats,#reactjs [139] #reactjs,#iot [96] #ml,#nlp [96] #python,#rstats [88] #analytics,#bigdata [87] #bigdata,#ai [86] #machinelearning,#ai [85] #analytics,#machinelearning [84] #ai,#python Top Word Pairs in Tweet in G7:
[62] #machinelearning,#datascience [62] #datascience,#cloud [61] #cloud,#nlp [60] #nlp,#deeplearning [53] #deeplearning,#iiot [51] #iiot,#python [43] artificial,intelligence [41] #iot,#iiot [32] #python,#rpa [32] #bigdata,#analytics Top Word Pairs in Tweet in G8:
[51] join,14 [51] 14,mchlguilfoyle [51] mchlguilfoyle,arc_advisory [51] arc_advisory,mwenergy [51] mwenergy,talk [51] talk,#iiot [51] #iiot,#digitaltransformation [51] #digitaltransformation,#mfg [50] iainljbrown,join [50] #mfg,#saswebin Top Word Pairs in Tweet in G9:
[10] ve,piloto [10] piloto,automatico [10] automatico,tesla [10] tesla,#analytics [10] #analytics,#ai [10] #ai,#rstats [10] #rstats,#reactjs [10] #reactjs,#machinelearning [10] #machinelearning,#bigdata [10] #bigdata,#datascience Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: