The graph represents a network of 1,173 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, 01 January 2021 at 12:01 UTC.
The requested start date was Friday, 01 January 2021 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, 2-hour, 18-minute period from Tuesday, 29 December 2020 at 22:39 UTC to Friday, 01 January 2021 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 : 1173
Unique Edges : 1155
Edges With Duplicates : 16030
Total Edges : 17185
Number of Edge Types : 5
Retweet : 7064
MentionsInRetweet : 8850
Replies to : 10
Mentions : 745
Tweet : 516
Self-Loops : 712
Reciprocated Vertex Pair Ratio : 0.0144413478591335
Reciprocated Edge Ratio : 0.0284715284715285
Connected Components : 8
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 1163
Maximum Edges in a Connected Component : 17175
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.005044
Graph Density : 0.00291251683935186
Modularity : 0.141902
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 1,173 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, 01 January 2021 at 12:01 UTC.
The requested start date was Friday, 01 January 2021 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, 2-hour, 18-minute period from Tuesday, 29 December 2020 at 22:39 UTC to Friday, 01 January 2021 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 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:
[4125] #bigdata,#analytics [3649] #analytics,#datascience [3512] #iot,#iiot [2507] #datascience,#ai [1885] #ai,#machinelearning [1789] #python,#rstats [1539] #machinelearning,#iot [1288] #iiot,#pytorch [1288] #pytorch,#python [1069] #rstats,#tensorflow Top Word Pairs in Tweet in G1:
[534] #bigdata,#analytics [505] #analytics,#datascience [454] #iot,#iiot [319] #datascience,#ai [281] #python,#rstats [262] #ai,#machinelearning [242] #pytorch,#python [233] #machinelearning,#iot [211] #iiot,#pytorch [201] #rstats,#tensorflow Top Word Pairs in Tweet in G2:
[2942] #bigdata,#analytics [2607] #analytics,#datascience [2388] #iot,#iiot [1744] #datascience,#ai [1284] #ai,#machinelearning [1248] #python,#rstats [1067] #machinelearning,#iot [905] #iiot,#pytorch [867] #pytorch,#python [775] #iiot,#python Top Word Pairs in Tweet in G3:
[226] #bigdata,#analytics [197] #analytics,#datascience [184] #iot,#iiot [174] #digitaltransformation,#cloud [160] #datascience,#ai [116] #ai,#machinelearning [114] ingliguori,#digitaltransformation [87] use,cases [86] #machinelearning,#iot [83] #python,#rstats Top Word Pairs in Tweet in G4:
[399] #iot,#iiot [337] #bigdata,#analytics [272] #analytics,#datascience [201] #datascience,#ai [166] #ai,#machinelearning [162] #analytics,#ai [138] #python,#rstats [124] #ai,#rstats [121] #rstats,#reactjs [117] #machinelearning,#iot Top Word Pairs in Tweet in G5:
[82] #bigdata,#datascience [70] #iot,#iiot [69] #datascience,#ai [58] #bigdata,#analytics [51] #analytics,#datascience [44] #ai,#machinelearning [32] #python,#rstats [29] #datascience,#iot [28] #iiot,#iotpl [28] #machinelearning,#iot Top Word Pairs in Tweet in G6:
[8] angelicagallegs,yukarikingdom18 [8] yukarikingdom18,mhall55nine [8] mhall55nine,eoff_sylvia [8] eoff_sylvia,montynishimura [8] montynishimura,bperrionni [8] bperrionni,semicvet50 [8] semicvet50,brindusab1 [8] brindusab1,ritacobix [4] ritacobix,papryka5 [4] papryka5,pasqualetotaro Top Word Pairs in Tweet in G7:
[31] wef,enricomolinari [23] enricomolinari,#fashiontech [16] clothes,trashy [16] trashy,wef [16] #fashiontech,#blockchain [16] #blockchain,#ehealth [16] #ehealth,#sustainability [15] enricomolinari,clothes [13] #sustainability,#finclime [13] #finclime,#fintech Top Word Pairs in Tweet in G8:
[31] #machinelearning,#ai [31] #ai,#datascience [26] #datascience,#artificialintelligence [17] #bigdata,#analytics [11] #machinelearning,#datascience [9] #analytics,#datascience [8] 2021,#machinelearning [8] machine,learning [7] #artificialintelligence,#deeplearning [7] beginner,guide Top Word Pairs in Tweet in G9:
[3] #security,#emergingtech [3] #emergingtech,#cybersecurity [3] #cybersecurity,#blockchain [3] #blockchain,#authentication [3] #authentication,#regulation [3] #regulation,#compliance [3] #compliance,#fintech [3] #fintech,#banking Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G3:
Top Replied-To in G6:
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: