The graph represents a network of 982 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, 15 January 2021 at 11:58 UTC.
The requested start date was Friday, 15 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, 8-hour, 12-minute period from Tuesday, 12 January 2021 at 16:47 UTC to Friday, 15 January 2021 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 : 982
Unique Edges : 1356
Edges With Duplicates : 16511
Total Edges : 17867
Number of Edge Types : 5
Retweet : 7227
MentionsInRetweet : 9609
Mentions : 568
Tweet : 451
Replies to : 12
Self-Loops : 657
Reciprocated Vertex Pair Ratio : 0.0120358514724712
Reciprocated Edge Ratio : 0.0237854251012146
Connected Components : 7
Single-Vertex Connected Components : 6
Maximum Vertices in a Connected Component : 976
Maximum Edges in a Connected Component : 17860
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.995849
Graph Density : 0.00410238523805668
Modularity : 0.117706
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 982 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, 15 January 2021 at 11:58 UTC.
The requested start date was Friday, 15 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, 8-hour, 12-minute period from Tuesday, 12 January 2021 at 16:47 UTC to Friday, 15 January 2021 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 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:
[3770] #iot,#iiot [3588] #bigdata,#analytics [3102] #analytics,#datascience [2239] #datascience,#ai [2202] #python,#rstats [1960] #ai,#machinelearning [1378] #machinelearning,#iot [1329] #ai,#iot [1171] #iiot,#python [1161] #rstats,#reactjs Top Word Pairs in Tweet in G1:
[602] #bigdata,#analytics [559] #iot,#iiot [536] #analytics,#datascience [384] #datascience,#ai [362] #python,#rstats [301] #ai,#machinelearning [271] #machinelearning,#iot [255] #iiot,#python [177] #rstats,#tensorflow [172] #datascience,#iot Top Word Pairs in Tweet in G2:
[1047] #bigdata,#analytics [910] #iot,#iiot [906] #analytics,#datascience [631] #datascience,#ai [558] #python,#rstats [499] #ai,#machinelearning [379] #machinelearning,#iot [311] #iiot,#python [287] #datascience,#iot [267] machine,learning Top Word Pairs in Tweet in G3:
[660] #bigdata,#analytics [625] #iot,#iiot [583] #ai,#iot [552] #iot,#tech [549] #analytics,#datascience [397] #datascience,#ai [379] #iiot,#usa [376] #bigdata,#ai [374] #python,#rstats [334] #ai,#machinelearning Top Word Pairs in Tweet in G4:
[1255] #iot,#iiot [1094] #bigdata,#analytics [957] #analytics,#datascience [720] #datascience,#ai [686] #ai,#machinelearning [638] #python,#rstats [494] #rstats,#reactjs [486] #analytics,#ai [427] #ai,#iot [422] #machinelearning,#iot Top Word Pairs in Tweet in G5:
[326] #iot,#iiot [310] #rstats,#reactjs [229] #analytics,#ai [221] #python,#rstats [127] #reactjs,#iot [123] #bigdata,#analytics [119] #analytics,#machinelearning [116] #machinelearning,#ai [113] #ai,#machinelearning [112] #analytics,#datascience Top Word Pairs in Tweet in G6:
[44] #iot,#iiot [27] #bigdata,#analytics [19] #analytics,#datascience [18] #machinelearning,#ml [15] #ai,#ml [15] #iiot,#iotpl [14] #datascience,#ai [14] #ai,#machinelearning [12] #python,#rstats [11] #ar,#vr Top Word Pairs in Tweet in G7:
[19] national,productivity [19] productivity,council [19] council,npc_india_gov [19] npc_india_gov,india [19] india,council [19] council,robotics [19] robotics,automation [19] automation,aicraindia [19] aicraindia,come [18] rahulkirkire,national Top Word Pairs in Tweet in G8:
[21] #iot,#iiot [17] #python,#rstats [15] #rstats,#reactjs [14] right,privacy [14] privacy,#analytics [14] #analytics,#machinelearning [14] #machinelearning,#ai [14] #ai,#python [14] #reactjs,#ml [14] #ml,#iot Top Word Pairs in Tweet in G9:
[23] #bigdata,#analytics [23] #iot,#iiot [19] #datascience,#ai [17] #python,#rstats [16] machine,learning [13] learning,python [13] #ai,#iot [12] python,cheatsheet [12] #analytics,#machinelearning [12] #machinelearning,#datascience Top Word Pairs in Tweet in G10:
[8] #aiio,#bigdata [8] #bigdata,#ml [8] #ml,#nlu [8] #nlu,#futureofwork [6] neuroscience,key [6] key,protecting [6] protecting,#ai [6] #ai,adversarial [6] adversarial,attacks [6] attacks,#aiio Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G8:
Top Mentioned in G9:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: