The graph represents a network of 1,328 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, 02 April 2021 at 10:42 UTC.
The requested start date was Friday, 02 April 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, 17-hour, 57-minute period from Tuesday, 30 March 2021 at 06:03 UTC to Friday, 02 April 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 : 1328
Unique Edges : 1433
Edges With Duplicates : 15706
Total Edges : 17139
Number of Edge Types : 5
Retweet : 6911
MentionsInRetweet : 8977
Mentions : 751
Tweet : 491
Replies to : 9
Self-Loops : 588
Reciprocated Vertex Pair Ratio : 0.0125325135965949
Reciprocated Edge Ratio : 0.0247547874824848
Connected Components : 10
Single-Vertex Connected Components : 8
Maximum Vertices in a Connected Component : 1318
Maximum Edges in a Connected Component : 17125
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.122237
Graph Density : 0.00242983993245022
Modularity : 0.15179
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 1,328 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, 02 April 2021 at 10:42 UTC.
The requested start date was Friday, 02 April 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, 17-hour, 57-minute period from Tuesday, 30 March 2021 at 06:03 UTC to Friday, 02 April 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 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:
[3732] #iot,#iiot [3617] #bigdata,#analytics [2754] #analytics,#datascience [2244] #datascience,#ai [1932] #machinelearning,#iot [1908] #ai,#machinelearning [1663] #python,#rstats [1115] #iiot,#python [1110] #datascience,#iot [1093] #iiot,#pytorch Top Word Pairs in Tweet in G1:
[656] #iot,#iiot [491] #bigdata,#analytics [400] #datascience,#ai [356] #analytics,#datascience [296] #ai,#machinelearning [269] #iiot,#iotpl [262] #machinelearning,#iot [186] #python,#rstats [173] #datascience,#iot [163] #bigdata,#datascience Top Word Pairs in Tweet in G2:
[2564] #bigdata,#analytics [2505] #iot,#iiot [1909] #analytics,#datascience [1490] #datascience,#ai [1352] #machinelearning,#iot [1290] #ai,#machinelearning [1183] #python,#rstats [774] #iiot,#pytorch [749] #datascience,#iot [743] #iiot,#python Top Word Pairs in Tweet in G3:
[406] #bigdata,#analytics [386] #iot,#iiot [367] #analytics,#datascience [256] #datascience,#ai [241] #python,#rstats [238] #ai,#machinelearning [228] #machinelearning,#iot [187] #iiot,#python [152] #iiot,#pytorch [134] #datascience,#iot Top Word Pairs in Tweet in G4:
[161] #bigdata,enable [161] enable,manufacturing [161] manufacturing,firms [161] firms,leverage [161] leverage,data [161] data,generated [161] generated,#iiot [161] #iiot,perform [161] perform,preventive [161] preventive,maintenance Top Word Pairs in Tweet in G5:
[126] mashable,enricomolinari [66] wef,enricomolinari [48] gigadgets_,enricomolinari [41] graduates,opened [41] opened,restaurant [41] restaurant,#robotic [41] #robotic,kitchen [41] kitchen,mashable [37] enricomolinari,graduates [36] enricomolinari,#robo Top Word Pairs in Tweet in G6:
[47] ingliguori,#digitaltransformation [41] #iot,#iiot [34] #machinelearning,#iot [33] #datascience,#iot [29] #iiot,#datascience [29] #bigdata,#analytics [29] #artificialintelligence,#ai [29] #ai,work [29] work,types [29] types,future Top Word Pairs in Tweet in G7:
[113] #iot,#iiot [103] #bigdata,#analytics [85] #analytics,#datascience [74] #datascience,#ai [61] #ai,#machinelearning [49] #iiot,#iotpl [48] #machinelearning,#iot [31] #python,#rstats [28] #rpa,#nlp [28] #machinelearning,#ml Top Word Pairs in Tweet in G8:
[3] #artificialintelligence,#ai [2] near,error [2] error,free [2] free,parcel [2] parcel,sorting [2] sorting,facilities [2] facilities,china [2] china,powered [2] powered,ai [2] ai,smart Top Word Pairs in Tweet in G9:
[3] join,14 [3] 14,mchlguilfoyle [3] mchlguilfoyle,arc_advisory [3] arc_advisory,mwenergy [3] mwenergy,talk [3] talk,#iiot [3] #iiot,#digitaltransformation [3] #digitaltransformation,#mfg [2] iainljbrown,join [2] #mfg,#saswebin Top Word Pairs in Tweet in G10:
[5] #bigdata,#analytics [5] #analytics,#datascience [4] special,discount [4] discount,60 [4] 60,website [4] website,design [4] design,gt [4] gt,gt [4] gt,co [4] co,y5luijnfvn Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: