The graph represents a network of 1,758 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, 09 December 2022 at 12:09 UTC.
The requested start date was Friday, 09 December 2022 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 3-day, 12-hour, 10-minute period from Monday, 05 December 2022 at 12:48 UTC to Friday, 09 December 2022 at 00:59 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 : 1758
Unique Edges : 1063
Edges With Duplicates : 14996
Total Edges : 16059
Number of Edge Types : 5
Retweet : 6204
MentionsInRetweet : 6602
Mentions : 2372
Tweet : 849
Replies to : 32
Self-Loops : 2456
Reciprocated Vertex Pair Ratio : 0.0112517580872011
Reciprocated Edge Ratio : 0.0222531293463143
Connected Components : 36
Single-Vertex Connected Components : 30
Maximum Vertices in a Connected Component : 1714
Maximum Edges in a Connected Component : 15982
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.319464
Graph Density : 0.00116388015304296
Modularity : 0.157275
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,758 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, 09 December 2022 at 12:09 UTC.
The requested start date was Friday, 09 December 2022 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 3-day, 12-hour, 10-minute period from Monday, 05 December 2022 at 12:48 UTC to Friday, 09 December 2022 at 00:59 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:
[4034] #bigdata,#analytics [2860] #iot,#iiot [2719] #analytics,#datascience [2196] #python,#rstats [1907] #iiot,#python [1825] #ai,#machinelearning [1607] #datascience,#ai [1575] #datascientist,#csuite [1575] #digitalhealth,#web3 [1575] #csuite,#digitalhealth Top Word Pairs in Tweet in G1:
[1110] #bigdata,#analytics [1062] #analytics,#datascience [998] #iot,#iiot [833] #python,#rstats [712] #datascience,#ai [703] #ai,#machinelearning [665] #machinelearning,#iot [519] #iiot,#pytorch [519] #pytorch,#python [440] #iiot,#python Top Word Pairs in Tweet in G2:
[1064] #bigdata,#analytics [908] #iot,#iiot [561] #ai,#ml [538] #analytics,#ai [505] #analytics,#datascience [463] #python,#rstats [440] #ai,#machinelearning [416] #iiot,#iotpl [370] #iiot,#python [354] #programming,#coding Top Word Pairs in Tweet in G3:
[1374] #digitalhealth,#web3 [1374] #csuite,#digitalhealth [1374] #datascientist,#csuite [1372] #healthtech,#smartcity [1371] #web3,#cx [1371] #cx,#ehealth [1370] #smartcity,#datascientist [1368] #ehealth,#finserv [1364] #finserv,#cloud [754] chidambara09,#healthtech Top Word Pairs in Tweet in G4:
[299] #bigdata,#analytics [269] #analytics,#datascience [230] #iiot,#python [181] #datascience,#iiot [181] #python,#javascript [160] #javascript,#tensorflow [130] #tensorflow,#cloudcomputing [93] #iot,#iiot [82] learn,sql [81] online,courses Top Word Pairs in Tweet in G5:
[317] #bigdata,#analytics [232] #cybersecurity,#bigdata [229] #sql,#cybersecurity [228] #analytics,#ai [227] #ai,#iiot [227] #datascience,#sql [224] #machinelearning,#datascience [211] #iiot,#python [199] #python,#rstats [175] #rstats,#tensorflow Top Word Pairs in Tweet in G6:
[298] #bigdata,#analytics [293] #iot,#iiot [265] #analytics,#datascience [236] #ai,#machinelearning [219] #python,#rstats [217] #machinelearning,#iot [210] #datascience,#ai [151] #iiot,#python [103] #iiot,#pytorch [102] #pytorch,#python Top Word Pairs in Tweet in G7:
[160] #bigdata,#analytics [124] #iot,#iiot [89] #analytics,#ai [75] #iiot,#python [73] #analytics,#datascience [72] #python,#rstats [61] #python,#bigdata [58] #ai,#iiot [45] #ai,#machinelearning [43] #rstats,#tensorflow Top Word Pairs in Tweet in G8:
[144] #bigdata,#analytics [105] #cybersecurity,#bigdata [104] #ai,#iiot [104] #analytics,#ai [102] #machinelearning,#datascience [84] cheat,sheet [77] #datascience,#cybersecurity [74] #iot,#5g [74] #iiot,#iot [74] sheet,#machinelearning Top Word Pairs in Tweet in G9:
[167] #datascientist,#csuite [167] #digitalhealth,#web3 [167] #healthtech,#smartcity [167] #csuite,#digitalhealth [166] #smartcity,#datascientist [164] #web3,#cx [164] #cx,#ehealth [163] #ehealth,#finserv [162] chidambara09,#healthtech [162] #finserv,#cloud Top Word Pairs in Tweet in G10:
[30] #bigdata,#analytics [19] #analytics,#ai [19] #machinelearning,#datascience [19] #iiot,#python [18] #serverless,#datascientist [17] #javascript,#reactjs [16] #ai,#iiot [15] #cloudcomputing,#serverless [15] #cybersecurity,#bigdata [14] #python,#rstats Top Replied-To in Entire Graph:
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Top Replied-To in G9:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: