The graph represents a network of 1,737 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, 23 December 2022 at 12:06 UTC.
The requested start date was Friday, 23 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, 16-hour, 17-minute period from Monday, 19 December 2022 at 08:43 UTC to Friday, 23 December 2022 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 : 1737
Unique Edges : 870
Edges With Duplicates : 15231
Total Edges : 16101
Number of Edge Types : 5
Retweet : 5964
MentionsInRetweet : 6180
Mentions : 3137
Replies to : 33
Tweet : 787
Self-Loops : 2458
Reciprocated Vertex Pair Ratio : 0.0217878884972765
Reciprocated Edge Ratio : 0.0426465976795234
Connected Components : 33
Single-Vertex Connected Components : 21
Maximum Vertices in a Connected Component : 1685
Maximum Edges in a Connected Component : 15994
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.291501
Graph Density : 0.00105755991181363
Modularity : 0.137033
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,737 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, 23 December 2022 at 12:06 UTC.
The requested start date was Friday, 23 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, 16-hour, 17-minute period from Monday, 19 December 2022 at 08:43 UTC to Friday, 23 December 2022 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:
[3395] #bigdata,#analytics [2750] #iot,#iiot [2388] #python,#rstats [2079] #analytics,#datascience [1987] #datascientist,#csuite [1985] #healthtech,#smartcity [1984] #smartcity,#datascientist [1983] #cx,#ehealth [1983] #web3,#cx [1983] #digitalhealth,#web3 Top Word Pairs in Tweet in G1:
[786] #bigdata,#analytics [780] #iot,#iiot [697] #analytics,#datascience [696] #python,#rstats [532] #datascience,#ai [522] #ai,#machinelearning [517] #machinelearning,#iot [435] #rstats,#tensorflow [398] #iiot,#pytorch [391] #pytorch,#python Top Word Pairs in Tweet in G2:
[1937] #datascientist,#csuite [1935] #healthtech,#smartcity [1934] #smartcity,#datascientist [1933] #web3,#cx [1933] #digitalhealth,#web3 [1933] #csuite,#digitalhealth [1933] #cx,#ehealth [1931] #finserv,#cloud [1931] #ehealth,#finserv [1050] chidambara09,#healthtech Top Word Pairs in Tweet in G3:
[692] #bigdata,#analytics [461] #python,#rstats [434] #iot,#iiot [398] #iiot,#python [373] #ai,#iiot [363] #analytics,#ai [344] #cybersecurity,#bigdata [307] #analytics,#datascience [302] #sql,#cybersecurity [294] #datascience,#sql Top Word Pairs in Tweet in G4:
[433] #iot,#iiot [379] #bigdata,#analytics [332] #ai,#ml [322] #iiot,#iotpl [244] #datascience,#bigdata [244] #ai,#machinelearning [214] #analytics,#ai [209] #machinelearning,#ml [206] #datascience,#analytics [203] #analytics,#bigdata Top Word Pairs in Tweet in G5:
[324] #bigdata,#analytics [257] #python,#rstats [255] #cybersecurity,#bigdata [255] #analytics,#ai [253] #iiot,#python [252] #ai,#iiot [240] #sql,#cybersecurity [239] #datascience,#sql [176] #machinelearning,#datascience [152] #rstats,#tensorflow Top Word Pairs in Tweet in G6:
[272] #ml,#datascience [266] #artificialintelligence,#ai [264] #datascience,#datascientists [264] #ai,#ml [259] #datascientists,#codenewbies [247] #codenewbies,#tech [173] #tech,#deeplearning [81] makes,money [77] money,#artificialintelligence [66] #bigdata,#analytics Top Word Pairs in Tweet in G7:
[152] #programming,#coding [149] #datascientist,#programming [123] #bigdata,#analytics [119] courses,#datascientist [118] online,courses [113] tut_ml,learn [107] #coding,#100daysofcode [102] learn,data [96] #iot,#iiot [93] #python,#rstats Top Word Pairs in Tweet in G8:
[153] #iot,#iiot [140] #bigdata,#analytics [137] #analytics,#datascience [121] #datascience,#ai [117] #ai,#machinelearning [108] #python,#rstats [86] #machinelearning,#iot [65] #iiot,#python [62] #iiot,#pytorch [61] #pytorch,#python Top Word Pairs in Tweet in G9:
[430] #bigdata,#analytics [386] #iot,#iiot [382] #analytics,#datascience [309] #python,#rstats [307] #datascience,#ai [289] #ai,#machinelearning [287] #machinelearning,#iot [211] #iiot,#python [177] #iiot,#pytorch [172] #pytorch,#python Top Word Pairs in Tweet in G10:
[27] #digitaltransformation,#machinelearning [21] #machinelearning,#bigdata [15] jimharris,love [13] #robotics,#digitaltransformation [13] applied,#robotics [13] industries,applied [12] love,#internetofthings [12] r_demidchuk,industries [12] #bigdata,#artific [11] #ces2023,#ces Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G4:
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: