The graph represents a network of 1,043 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, 30 July 2021 at 11:02 UTC.
The requested start date was Friday, 30 July 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, 16-hour, 44-minute period from Tuesday, 27 July 2021 at 06:49 UTC to Thursday, 29 July 2021 at 23:34 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 : 1043
Unique Edges : 925
Edges With Duplicates : 15648
Total Edges : 16573
Number of Edge Types : 5
Retweet : 6923
MentionsInRetweet : 8425
Replies to : 8
Mentions : 616
Tweet : 601
Self-Loops : 820
Reciprocated Vertex Pair Ratio : 0.0173601543124828
Reciprocated Edge Ratio : 0.0341278439869989
Connected Components : 7
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 1036
Maximum Edges in a Connected Component : 16565
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.114988
Graph Density : 0.0033971104318526
Modularity : 0.12259
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,043 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, 30 July 2021 at 11:02 UTC.
The requested start date was Friday, 30 July 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, 16-hour, 44-minute period from Tuesday, 27 July 2021 at 06:49 UTC to Thursday, 29 July 2021 at 23:34 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:
[3942] #iot,#iiot [3691] #bigdata,#analytics [2528] #analytics,#datascience [2127] #datascience,#ai [1775] #python,#rstats [1361] #machinelearning,#bigdata [1341] #ai,#machinelearning [1169] #machinelearning,#iot [1125] #rstats,#reactjs [1039] #ai,#python Top Word Pairs in Tweet in G1:
[934] #bigdata,#analytics [853] #iot,#iiot [616] #analytics,#datascience [495] #datascience,#ai [426] #machinelearning,#bigdata [333] #ai,#machinelearning [303] #python,#rstats [283] #machinelearning,#iot [263] #digitaltransformation,#cloud [257] #datascience,#iot Top Word Pairs in Tweet in G2:
[1893] #iot,#iiot [1685] #bigdata,#analytics [1063] #analytics,#datascience [966] #python,#rstats [921] #datascience,#ai [740] #machinelearning,#bigdata [625] #rstats,#reactjs [607] #ai,#python [549] #reactjs,#iot [489] #ai,#machinelearning Top Word Pairs in Tweet in G3:
[383] #bigdata,#analytics [383] #iot,#iiot [244] #analytics,#datascience [167] #iiot,#azure [162] #datascience,#iot [160] #datascience,#ai [143] #python,#bigdata [126] #analytics,#ai [113] #python,#rstats [110] #rstats,#dotnet Top Word Pairs in Tweet in G4:
[254] #bigdata,#analytics [250] #analytics,#datascience [248] #datascience,#ai [227] #iot,#iiot [201] #ai,#machinelearning [198] #machinelearning,#iot [122] #iiot,#pytorch [110] #pytorch,#python [89] #python,#rstats [53] neural,networks Top Word Pairs in Tweet in G5:
[302] #iot,#iiot [204] #python,#rstats [191] #rstats,#reactjs [186] #bigdata,#analytics [165] #ai,#python [157] #analytics,#datascience [155] #reactjs,#iot [139] #datascience,#ai [114] #analytics,#machinelearning [112] #machinelearning,#ai Top Word Pairs in Tweet in G6:
[72] #iot,#iiot [57] #analytics,#datascience [55] #datascience,#ai [52] #bigdata,#analytics [42] #ai,#machinelearning [29] #iiot,#iotpl [27] #machinelearning,#bigdata [21] #bigdata,#datascience [19] #machinelearning,#iot [19] recent,data Top Word Pairs in Tweet in G7:
[211] #iot,#iiot [196] #bigdata,#analytics [140] #analytics,#datascience [108] #datascience,#ai [86] #python,#rstats [69] #ai,#machinelearning [63] #rstats,#reactjs [63] #machinelearning,#bigdata [61] #ai,#python [60] #iiot,#azure Top Word Pairs in Tweet in G8:
[3] #machinelearning,smart [3] smart,#manufacturing [3] #manufacturing,technologies [3] technologies,tracking [3] tracking,alan [3] alan,weber [3] weber,cimetrix [3] cimetrix,go [2] machine_ml,ajay_kp445 [2] ajay_kp445,analytics_699 Top Word Pairs in Tweet in G9:
[2] data,science Top Word Pairs in Tweet in G10:
[2] wood,one [2] one,well [2] well,known [2] known,raw [2] raw,materials [2] materials,used [2] used,paper [2] paper,production [2] production,several [2] several,alternatives Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G5:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
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:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: