The graph represents a network of 992 Twitter users whose tweets in the requested range contained "iiot bigdata", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 03 September 2021 at 10:45 UTC.
The requested start date was Friday, 03 September 2021 at 09:25 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, 1-hour, 40-minute period from Wednesday, 01 September 2021 at 07:44 UTC to Friday, 03 September 2021 at 09:25 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 : 992
Unique Edges : 938
Edges With Duplicates : 15519
Total Edges : 16457
Number of Edge Types : 5
Retweet : 7078
MentionsInRetweet : 8426
Mentions : 387
Tweet : 557
Replies to : 9
Self-Loops : 740
Reciprocated Vertex Pair Ratio : 0.0100681077879775
Reciprocated Edge Ratio : 0.019935502785107
Connected Components : 9
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 981
Maximum Edges in a Connected Component : 16447
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.100962
Graph Density : 0.00346973568568731
Modularity : 0.118037
NodeXL Version : 1.0.1.446
Data Import : The graph represents a network of 992 Twitter users whose tweets in the requested range contained "iiot bigdata", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 03 September 2021 at 10:45 UTC.
The requested start date was Friday, 03 September 2021 at 09:25 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, 1-hour, 40-minute period from Wednesday, 01 September 2021 at 07:44 UTC to Friday, 03 September 2021 at 09:25 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 bigdata
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:
[4315] #bigdata,#analytics [3582] #iot,#iiot [3095] #analytics,#datascience [2319] #datascience,#ai [1620] #python,#rstats [1455] #datascience,#iot [1433] #ai,#machinelearning [1253] #machinelearning,#iot [880] #iiot,#python [869] #iiot,#pytorch Top Word Pairs in Tweet in G1:
[788] #bigdata,#analytics [712] #iot,#iiot [599] #analytics,#datascience [386] #datascience,#ai [342] #datascience,#iot [306] #python,#rstats [276] #ai,#machinelearning [253] #machinelearning,#iot [221] #iiot,#pytorch [217] #pytorch,#python Top Word Pairs in Tweet in G2:
[628] #bigdata,#analytics [517] #iot,#iiot [512] #analytics,#datascience [383] #datascience,#ai [291] #python,#rstats [207] #ai,#machinelearning [178] #datascience,#iot [167] #machinelearning,#iot [138] #iiot,#pytorch [135] #iiot,#python Top Word Pairs in Tweet in G3:
[2299] #bigdata,#analytics [1853] #iot,#iiot [1594] #analytics,#datascience [1245] #datascience,#ai [805] #ai,#machinelearning [794] #python,#rstats [735] #datascience,#iot [709] #machinelearning,#iot [488] #analytics,#ai [452] #iiot,#python Top Word Pairs in Tweet in G4:
[177] #bigdata,#analytics [130] #analytics,#datascience [128] #100daysofcode,#bigdata [122] #machinelearning,#bigdata [120] #socialmedia,#100daysofcode [117] #datascience,#ai [115] #bigdata,#womenwhocode [109] #iot,#iiot [108] #womenwhocode,#python [79] #python,#flutter Top Word Pairs in Tweet in G5:
[81] #bigdata,#analytics [74] #iot,#iiot [51] #analytics,#datascience [41] #datascience,#ai [30] #python,#rstats [28] #ai,#ml [25] #ai,#machinelearning [24] #machinelearning,#iot [20] gave,kred [20] kred,#influence Top Word Pairs in Tweet in G6:
[128] #bigdata,#analytics [99] #iot,#iiot [74] #analytics,#datascience [66] #datascience,#iot [55] #python,#rstats [34] #machinelearning,#bigdata [33] #iiot,#python [30] #datascience,#ai [25] #python,libraries [25] libraries,frameworks Top Word Pairs in Tweet in G7:
[163] #iot,#iiot [154] #bigdata,#analytics [91] #analytics,#datascience [68] #datascience,#ai [68] #datascience,#iot [55] #analytics,#ai [54] #python,#rstats [53] #python,#bigdata [49] #ai,#datascience [45] #iiot,#azure Top Word Pairs in Tweet in G8:
[56] #bigdata,#analytics [51] #iot,#iiot [48] #datascience,#ai [43] #analytics,#datascience [28] #ai,#ml [24] #datascience,#iot [23] #analytics,#bigdata [23] #python,#rstats [22] #data,#datascience [22] #ml,#algorithm Top Word Pairs in Tweet in G9:
[2] #iot,#iiot Top Word Pairs in Tweet in G10:
[2] 18,best [2] best,#artificialintelligence [2] #artificialintelligence,courses [2] courses,#ai [2] #ai,#datascientist [2] #datascientist,#datascience [2] #datascience,#bigdata [2] #bigdata,#analytics [2] #analytics,#iot Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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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:
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Top Tweeters in G5:
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Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: