The graph represents a network of 1,067 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 Saturday, 21 November 2020 at 12:18 UTC.
The requested start date was Friday, 20 November 2020 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, 10-hour, 1-minute period from Tuesday, 17 November 2020 at 14:55 UTC to Friday, 20 November 2020 at 00:57 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 : 1067
Unique Edges : 993
Edges With Duplicates : 15183
Total Edges : 16176
Number of Edge Types : 5
Retweet : 7085
MentionsInRetweet : 8247
Tweet : 492
Mentions : 350
Replies to : 2
Self-Loops : 631
Reciprocated Vertex Pair Ratio : 0.00570776255707763
Reciprocated Edge Ratio : 0.0113507377979569
Connected Components : 13
Single-Vertex Connected Components : 6
Maximum Vertices in a Connected Component : 1045
Maximum Edges in a Connected Component : 16142
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.21685
Graph Density : 0.00309823442838278
Modularity : 0.137134
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 1,067 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 Saturday, 21 November 2020 at 12:18 UTC.
The requested start date was Friday, 20 November 2020 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, 10-hour, 1-minute period from Tuesday, 17 November 2020 at 14:55 UTC to Friday, 20 November 2020 at 00:57 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:
[3115] #bigdata,#analytics [2692] #iot,#iiot [2660] #datascience,#ai [2651] #analytics,#datascience [2171] #ai,#machinelearning [1592] #machinelearning,#iot [1042] #iiot,#python [1017] #machinelearning,#bigdata [783] #python,#rstats [731] #rstats,#reactjs Top Word Pairs in Tweet in G1:
[228] #bigdata,#analytics [216] #datascience,#ai [212] #iot,#iiot [175] #analytics,#datascience [175] #ai,#machinelearning [106] #machinelearning,#bigdata [106] #bigdata,#datascience [103] #digitaltransformation,#machinelearning [95] #machinelearning,#iot [90] ingliguori,#digitaltransformation Top Word Pairs in Tweet in G2:
[2177] #bigdata,#analytics [1827] #analytics,#datascience [1796] #datascience,#ai [1792] #iot,#iiot [1482] #ai,#machinelearning [1099] #machinelearning,#iot [628] #iiot,#python [626] #machinelearning,#bigdata [501] #rstats,#reactjs [488] #python,#rstats Top Word Pairs in Tweet in G3:
[430] #bigdata,#analytics [400] #analytics,#datascience [390] #datascience,#ai [338] #ai,#machinelearning [306] #iot,#iiot [270] #machinelearning,#iot [189] #iiot,#python [117] #python,#rstats [50] #machinelearning,#bigdata [43] #ai,#iot Top Word Pairs in Tweet in G4:
[146] #iot,#iiot [139] #rstats,#reactjs [134] #analytics,#machinelearning [130] #machinelearning,#ai [75] interaction,sensor [75] sensor,use [75] use,radar [75] radar,translate [75] translate,subtle [75] subtle,hand Top Word Pairs in Tweet in G5:
[174] #bigdata,#analytics [169] #machinelearning,#bigdata [150] #datascience,#ai [147] #analytics,#datascience [141] #iot,#iiot [111] #iiot,#python [104] #udemycoupon,#machinelearning [99] 100,#udemycoupon [98] #python,#rstats [97] data,science Top Word Pairs in Tweet in G6:
[55] #digitaltransformation,#machinelearning [21] #ai,#machinelearning [21] #bigdata,#analytics [20] #machinelearning,#bigdat [19] #iot,#iiot [18] complete,article [18] article,key [18] key,tools [18] tools,industrial [18] industrial,#digitaltransformation Top Word Pairs in Tweet in G7:
[36] #ai,#machinelearning [31] #iot,#iiot [28] #analytics,#datascience [27] #datascience,#ai [22] #machinelearning,#iot [17] #iiot,#python [15] #analytics,#ai [15] #deeplearning,#analytics [15] #bigdata,#analytics [14] #bigdata,#datascience Top Word Pairs in Tweet in G8:
[42] #bigdata,#analytics [39] #iot,#iiot [37] #datascience,#ai [34] #analytics,#datascience [26] #ai,#machinelearning [23] #machinelearning,#iot [19] #iiot,#python [12] #datascientist,#artificialintelligence [11] #dataanalytics,#machinelearning [11] #machinelearning,#bigdata Top Word Pairs in Tweet in G9:
[3] #iot,#iiot [2] internet,things Top Word Pairs in Tweet in G10:
[6] seo,seo [6] #bigdata,#analytics [5] #machinelearning,#bigdata [5] #analytics,#datascience [5] #datascience,#ai [4] #bigdata,#datascience [4] #ai,#machinelearning [3] seo,hindi [3] hindi,urdu [3] urdu,seo Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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: