The graph represents a network of 1,390 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, 16 December 2022 at 12:05 UTC.
The requested start date was Friday, 16 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 2-day, 8-hour, 53-minute period from Tuesday, 13 December 2022 at 16:06 UTC to Friday, 16 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 : 1390
Unique Edges : 822
Edges With Duplicates : 15700
Total Edges : 16522
Number of Edge Types : 5
Retweet : 6343
MentionsInRetweet : 7268
Mentions : 1376
Tweet : 1414
Replies to : 121
Self-Loops : 2510
Reciprocated Vertex Pair Ratio : 0.00989010989010989
Reciprocated Edge Ratio : 0.0195865070729053
Connected Components : 18
Single-Vertex Connected Components : 13
Maximum Vertices in a Connected Component : 1368
Maximum Edges in a Connected Component : 16418
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.310495
Graph Density : 0.0014279720931678
Modularity : 0.121478
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,390 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, 16 December 2022 at 12:05 UTC.
The requested start date was Friday, 16 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 2-day, 8-hour, 53-minute period from Tuesday, 13 December 2022 at 16:06 UTC to Friday, 16 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:
[3662] #bigdata,#analytics [2571] #iot,#iiot [2090] #python,#rstats [2084] #analytics,#datascience [1703] #ai,#machinelearning [1597] #iiot,#python [1574] #analytics,#ai [1561] #datascience,#ai [1496] #machinelearning,#iot [1374] #ai,#ml Top Word Pairs in Tweet in G1:
[2221] #bigdata,#analytics [1613] #iot,#iiot [1202] #python,#rstats [1175] #analytics,#datascience [1086] #ai,#machinelearning [1033] #ai,#ml [1033] #analytics,#ai [932] #datascience,#ai [902] #iiot,#python [902] #machinelearning,#iot Top Word Pairs in Tweet in G2:
[335] #bigdata,#analytics [305] #cybersecurity,#bigdata [302] #analytics,#ai [298] #ai,#iiot [295] #sql,#cybersecurity [294] #datascience,#sql [269] #machinelearning,#datascience [216] #rstats,#tensorflow [216] #iiot,#python [203] #python,#rstats Top Word Pairs in Tweet in G3:
[564] #bigdata,#analytics [546] #analytics,#datascience [546] #iot,#iiot [388] #datascience,#ai [382] #ai,#machinelearning [382] #python,#rstats [374] #machinelearning,#iot [309] #iiot,#pytorch [309] #pytorch,#python [232] #rstats,#tensorflow Top Word Pairs in Tweet in G4:
[241] #ml,#datascience [238] #ai,#ml [237] #datascience,#datascientists [237] #artificialintelligence,#ai [231] #datascientists,#codenewbies [230] #codenewbies,#tech [161] #bigdata,#analytics [142] #tech,#deeplearning [103] #iot,#iiot [90] #python,#rstats Top Word Pairs in Tweet in G5:
[94] jasmy,video [92] video,uploaded [91] uploaded,today [85] today,#jasmy [82] #jasmy,#3usd2022 [56] #3usd2022,#cryptocurrency [18] #cryptocurrency,#cryptonews [10] #web3,#jasmycoin [10] #dataoil,#cryptomarket [10] #bigdata,#dataoil Top Word Pairs in Tweet in G6:
[230] #digitalhealth,#web3 [230] #cx,#ehealth [230] #healthtech,#smartcity [230] #csuite,#digitalhealth [230] #datascientist,#csuite [230] #web3,#cx [230] #smartcity,#datascientist [228] #ehealth,#finserv [227] #finserv,#cloud [227] chidambara09,#healthtech Top Word Pairs in Tweet in G7:
[1062] #digitalhealth,#web3 [1062] #healthtech,#smartcity [1062] #csuite,#digitalhealth [1062] #datascientist,#csuite [1062] #web3,#cx [1062] #smartcity,#datascientist [1060] #cx,#ehealth [1055] #ehealth,#finserv [694] #finserv,#cloud [508] chidambara09,#healthtech Top Word Pairs in Tweet in G8:
[137] #bigdata,#analytics [101] #analytics,#datascience [99] #iot,#iiot [75] #python,#rstats [71] #datascience,#ai [66] #ai,#machinelearning [66] #iiot,#python [58] #machinelearning,#iot [52] #ml,#datascience [52] #ai,#ml Top Word Pairs in Tweet in G9:
[16] #digitaltransformation,#machinelearning [11] #machinelearning,#bigdata [11] 2022,#digitaltransformation [9] solutions,#digitaltransformation [9] #iot,solutions [9] enterprise,#iot [8] tern,plc [8] #bigdata,#artificialintell [8] r_demidchuk,enterprise [6] picked,highlight Top Word Pairs in Tweet in G10:
[55] #bigdata,#analytics [44] #iiot,#python [43] #analytics,#datascience [39] #python,#rstats [39] #iot,#iiot [33] #ai,#machinelearning [32] #machinelearning,#iot [31] #datascience,#ai [22] #analytics,#ai [21] #cybersecurity,#bigdata Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G6:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G9:
Top Tweeters in G10: