The graph represents a network of 1,081 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, 04 February 2022 at 12:05 UTC.
The requested start date was Friday, 04 February 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, 21-hour, 2-minute period from Tuesday, 01 February 2022 at 03:57 UTC to Friday, 04 February 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 : 1081
Unique Edges : 1304
Edges With Duplicates : 16144
Total Edges : 17448
Number of Edge Types : 5
MentionsInRetweet : 9328
Mentions : 535
Retweet : 7128
Tweet : 435
Replies to : 22
Self-Loops : 510
Reciprocated Vertex Pair Ratio : 0.00541516245487365
Reciprocated Edge Ratio : 0.0107719928186715
Connected Components : 8
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 1069
Maximum Edges in a Connected Component : 17430
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.279254
Graph Density : 0.00381676773906191
Modularity : 0.140104
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,081 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, 04 February 2022 at 12:05 UTC.
The requested start date was Friday, 04 February 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, 21-hour, 2-minute period from Tuesday, 01 February 2022 at 03:57 UTC to Friday, 04 February 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 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:
[3589] #iot,#iiot [3545] #bigdata,#analytics [2312] #analytics,#datascience [2265] #ai,#machinelearning [2004] #datascience,#ai [1610] #machinelearning,#iot [1260] #python,#bigdata [1181] #python,#rstats [1142] #datascience,#iot [1133] #analytics,#ai Top Word Pairs in Tweet in G1:
[795] #bigdata,#analytics [752] #iot,#iiot [605] #ai,#machinelearning [545] #analytics,#datascience [543] #datascience,#ai [392] #machinelearning,#iot [244] #python,#rstats [235] gave,kred [227] kred,#influence [218] #analytics,#ai Top Word Pairs in Tweet in G2:
[1677] #iot,#iiot [1603] #bigdata,#analytics [944] #ai,#machinelearning [919] #analytics,#datascience [786] #python,#bigdata [742] #datascience,#ai [682] #datascience,#iot [673] #iiot,#azure [644] #analytics,#ai [616] #machinelearning,#iot Top Word Pairs in Tweet in G3:
[568] #iot,#iiot [514] #bigdata,#analytics [376] #analytics,#datascience [301] #datascience,#ai [267] #ai,#machinelearning [249] #machinelearning,#iot [157] #python,#bigdata [148] #python,#rstats [141] #machinelearning,#ai [140] #datascience,#iot Top Word Pairs in Tweet in G4:
[339] #bigdata,#analytics [334] #analytics,#datascience [295] #iot,#iiot [289] #datascience,#ai [267] #ai,#machinelearning [257] #machinelearning,#iot [159] #python,#rstats [130] #iiot,#pytorch [124] #pytorch,#python [87] #iiot,#python Top Word Pairs in Tweet in G5:
[160] #bigdata,#analytics [157] #iot,#iiot [111] #analytics,#ai [109] #python,#bigdata [107] #iiot,#azure [106] #rstats,#dotnet [103] #datascience,#iot [99] #ai,#datascience [96] #dotnet,#c [83] #cython,#rstats Top Word Pairs in Tweet in G6:
[62] #ai,#machinelearning [57] #machinelearning,#100daysofcode [56] #100daysofcode,#dataanalytics [44] #dataanalytics,#datascientists [41] 10,websites [41] websites,learn [41] learn,coding [41] coding,credit [41] credit,moneyhacks365 [41] moneyhacks365,#ai Top Word Pairs in Tweet in G7:
[92] #iot,#iiot [90] #bigdata,#analytics [65] #python,#rstats [62] #analytics,#datascience [57] #datascience,#ai [44] #rstats,#reactjs [44] #ai,#machinelearning [39] #analytics,#machinelearning [39] #machinelearning,#ai [38] #ai,#python Top Word Pairs in Tweet in G8:
[32] #bigdata,#analytics [23] #iot,#iiot [20] #ai,#machinelearning [18] #datascience,#ai [16] #analytics,#datascience [15] data,science [11] #datascience,#analytics [11] catherineadenle,cc [11] #machinelearning,#iot [11] eli_krumova,gave Top Word Pairs in Tweet in G9:
[5] beware,dangers [5] dangers,#ai [5] #ai,mirco [5] mirco,targeting [5] targeting,metaverse [5] metaverse,ecosystem [5] ecosystem,#machinelearning [5] #machinelearning,#iiot [5] #iiot,#iot [4] #ai,ingliguori Top Word Pairs in Tweet in G10:
[3] artificial,intelligence [2] myths,chatbots [2] chatbots,artificial [2] intelligence,debunked [2] debunked,#artificialintelligence [2] #artificialintelligence,#ai [2] #ai,#iot 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 Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: