The graph represents a network of 1,219 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, 21 January 2022 at 12:06 UTC.
The requested start date was Friday, 21 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, 8-hour, 51-minute period from Tuesday, 18 January 2022 at 15:53 UTC to Friday, 21 January 2022 at 00:45 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 : 1219
Unique Edges : 1571
Edges With Duplicates : 15997
Total Edges : 17568
Number of Edge Types : 5
Retweet : 7112
MentionsInRetweet : 9595
Replies to : 10
Tweet : 400
Mentions : 451
Self-Loops : 471
Reciprocated Vertex Pair Ratio : 0.00560980677332225
Reciprocated Edge Ratio : 0.0111570247933884
Connected Components : 9
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 1207
Maximum Edges in a Connected Component : 17555
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.329748
Graph Density : 0.00325982561280007
Modularity : 0.160293
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,219 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, 21 January 2022 at 12:06 UTC.
The requested start date was Friday, 21 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, 8-hour, 51-minute period from Tuesday, 18 January 2022 at 15:53 UTC to Friday, 21 January 2022 at 00:45 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:
[3164] #bigdata,#analytics [2811] #iot,#iiot [2561] #datascience,#ai [2558] #analytics,#datascience [2430] #ai,#machinelearning [1947] #machinelearning,#iot [1222] #python,#rstats [946] #iiot,#pytorch [946] #machinelearning,#bigdata [781] #machinelearning,#ai Top Word Pairs in Tweet in G1:
[1794] #bigdata,#analytics [1547] #iot,#iiot [1415] #datascience,#ai [1408] #analytics,#datascience [1301] #ai,#machinelearning [1082] #machinelearning,#iot [647] #python,#rstats [544] #machinelearning,#bigdata [527] #iiot,#pytorch [428] #machinelearning,#datascience Top Word Pairs in Tweet in G2:
[117] #iot,#iiot [102] #datascience,#bigdata [82] #ai,#machinelearning [74] #bigdata,#analytics [65] gave,kred [65] kred,#influence [56] #machinelearning,#iot [54] #machinelearning,#ai [53] #digitaltransformation,#machinelearning [53] between,#datascience Top Word Pairs in Tweet in G3:
[264] #ai,#machinelearning [229] #bigdata,#analytics [220] #datascience,#ai [165] #analytics,#datascience [149] #iot,#iiot [131] #machinelearning,#iot [120] #machinelearning,#100daysofcode [88] #100daysofcode,#dataanalytics [88] #dataanalytics,#datascientists [87] #datascientists,#iiot Top Word Pairs in Tweet in G4:
[408] #bigdata,#analytics [403] #analytics,#datascience [375] #datascience,#ai [352] #ai,#machinelearning [340] #machinelearning,#iot [334] #iot,#iiot [176] #python,#rstats [174] #iiot,#pytorch [161] #pytorch,#python [119] deep,learning Top Word Pairs in Tweet in G5:
[173] #bigdata,#analytics [155] #machinelearning,#bigdata [125] #analytics,#datascience [108] #datascience,#ai [104] #iot,#iiot [62] #ai,#iot [62] #python,#rstats [57] #rstats,#tensorflow [56] #iiot,#python [54] udemy_coupons1,100 Top Word Pairs in Tweet in G6:
[438] #iot,#iiot [410] #bigdata,#analytics [342] #analytics,#datascience [321] #datascience,#ai [312] #ai,#machinelearning [268] #machinelearning,#ai [247] #machinelearning,#iot [223] #ai,#python [165] #python,#iot [150] #python,#rstats Top Word Pairs in Tweet in G7:
[88] #iot,#iiot [58] #machinelearning,#ai [58] #ai,#python [57] #python,#rstats [52] #rstats,#reactjs [48] #analytics,#machinelearning [46] #reactjs,#iot [40] #bigdata,#analytics [38] #ai,#machinelearning [37] #analytics,#datascience Top Word Pairs in Tweet in G8:
[31] #ai,#machinelearning [30] #analytics,#datascience [29] #bigdata,#analytics [27] #machinelearning,#iot [27] #datascience,#ai [26] #iot,#iiot [14] #industry40,défis [14] défis,sécurité [14] sécurité,environnements [14] environnements,iot Top Word Pairs in Tweet in G9:
[12] #css,#html5 [12] #html5,#php [12] #php,#nodejs [12] #nodejs,#wordpress [12] #wordpress,#javascript [12] #javascript,#react [12] #react,#angular [12] #angular,#python [12] #python,#vuejs [9] #vuejs,#django Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G6:
Top Replied-To in G8:
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 G9:
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:
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Top Tweeters in G9:
Top Tweeters in G10: