The graph represents a network of 884 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, 17 September 2021 at 11:05 UTC.
The requested start date was Friday, 17 September 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, 46-minute period from Tuesday, 14 September 2021 at 19:14 UTC to Friday, 17 September 2021 at 00:00 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 : 884
Unique Edges : 1042
Edges With Duplicates : 15989
Total Edges : 17031
Number of Edge Types : 5
MentionsInRetweet : 9005
Replies to : 3
Retweet : 7088
Mentions : 407
Tweet : 528
Self-Loops : 609
Reciprocated Vertex Pair Ratio : 0.00895208004212743
Reciprocated Edge Ratio : 0.0177453027139875
Connected Components : 10
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 873
Maximum Edges in a Connected Component : 17018
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.13975
Graph Density : 0.00490922041784742
Modularity : 0.116387
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 884 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, 17 September 2021 at 11:05 UTC.
The requested start date was Friday, 17 September 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, 46-minute period from Tuesday, 14 September 2021 at 19:14 UTC to Friday, 17 September 2021 at 00:00 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:
[4167] #bigdata,#analytics [3769] #iot,#iiot [3017] #analytics,#datascience [2791] #datascience,#ai [2020] #ai,#machinelearning [1824] #python,#rstats [1544] #machinelearning,#iot [1134] #machinelearning,#bigdata [1095] #datascience,#iot [1025] #analytics,#ai Top Word Pairs in Tweet in G1:
[1645] #bigdata,#analytics [1402] #iot,#iiot [1301] #analytics,#datascience [1230] #datascience,#ai [828] #ai,#machinelearning [718] #python,#rstats [667] #machinelearning,#iot [477] #machinelearning,#bigdata [451] #iiot,#pytorch [440] #pytorch,#python Top Word Pairs in Tweet in G2:
[764] #bigdata,#analytics [679] #iot,#iiot [536] #analytics,#datascience [493] #datascience,#ai [350] #ai,#machinelearning [295] #python,#rstats [287] #machinelearning,#iot [233] #machinelearning,#bigdata [228] #datascience,#iot [218] #analytics,#ai Top Word Pairs in Tweet in G3:
[1589] #bigdata,#analytics [1487] #iot,#iiot [1048] #analytics,#datascience [980] #datascience,#ai [714] #ai,#machinelearning [685] #python,#rstats [651] #socialmedia,#100daysofcode [618] #100daysofcode,#bigdata [529] #machinelearning,#iot [516] #analytics,#ai Top Word Pairs in Tweet in G4:
[81] #bigdata,#analytics [75] #iot,#iiot [63] #analytics,#datascience [57] #datascience,#ai [52] #ai,#machinelearning [46] #python,#rstats [39] #machinelearning,#iot [23] #machinelearning,#bigdata [20] #socialmedia,#100daysofcode [19] gave,kred Top Word Pairs in Tweet in G5:
[24] #ai,robot [24] robot,dogs [24] dogs,deliver [24] deliver,packages [24] packages,right [24] right,doorstep [24] doorstep,thesun [24] thesun,#insurtech [24] #insurtech,#bigdata [24] #bigdata,#deeplearning Top Word Pairs in Tweet in G6:
[69] #iot,#iiot [64] #python,#rstats [59] #rstats,#reactjs [57] #analytics,#machinelearning [57] #reactjs,#iot [55] #machinelearning,#ai [54] #ai,#python [44] #iiot,#linux [41] #linux,#serverless [25] robot,#analytics Top Word Pairs in Tweet in G7:
[62] #bigdata,#analytics [52] #ai,#machinelearning [46] #machinelearning,#bigdata [46] #analytics,#datascience [43] #iot,#iiot [36] #datascience,#iot [30] #iiot,#rstats [24] #rstats,#javascript [19] #javascript,#reactjs [15] #reactjs,#cloudcomputing Top Word Pairs in Tweet in G8:
[2] go,case [2] case,keeping [2] machine,learning [2] center,energy Top Word Pairs in Tweet in G9:
[11] artificial,intelligence [10] intelligence,transforms [10] transforms,traditional [10] traditional,manufacturing [10] manufacturing,industries [10] industries,#ai [6] #ai,#machinelearning [4] #machinelearning,#helios [3] #iot,#iiot [2] #helios,#manufacturing Top Word Pairs in Tweet in G10:
[2] more,advanced [2] advanced,#automation [2] #automation,capabilities [2] capabilities,redefining [2] redefining,precision [2] precision,object [2] object,detection [2] detection,automated [2] automated,inspection Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G4:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: