The graph represents a network of 1,040 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, 27 May 2022 at 11:01 UTC.
The requested start date was Friday, 27 May 2022 at 00:01 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, 18-hour, 9-minute period from Tuesday, 24 May 2022 at 05:50 UTC to Thursday, 26 May 2022 at 23:59 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 : 1040
Unique Edges : 965
Edges With Duplicates : 14546
Total Edges : 15511
Number of Edge Types : 5
Retweet : 6643
MentionsInRetweet : 7243
Mentions : 916
Tweet : 701
Replies to : 8
Self-Loops : 1214
Reciprocated Vertex Pair Ratio : 0.010025873221216
Reciprocated Edge Ratio : 0.0198527057316683
Connected Components : 15
Single-Vertex Connected Components : 8
Maximum Vertices in a Connected Component : 1016
Maximum Edges in a Connected Component : 15468
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.246332
Graph Density : 0.0028901680610054
Modularity : 0.123605
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,040 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, 27 May 2022 at 11:01 UTC.
The requested start date was Friday, 27 May 2022 at 00:01 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, 18-hour, 9-minute period from Tuesday, 24 May 2022 at 05:50 UTC to Thursday, 26 May 2022 at 23:59 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:
[4474] #bigdata,#analytics [3963] #iot,#iiot [3871] #analytics,#datascience [3186] #ai,#machinelearning [3099] #datascience,#ai [2996] #machinelearning,#iot [1587] data,science [1572] #python,#rstats [1506] science,virtual [1506] virtual,server Top Word Pairs in Tweet in G1:
[893] #bigdata,#analytics [828] #iot,#iiot [753] #analytics,#datascience [607] #datascience,#ai [589] #ai,#machinelearning [530] #machinelearning,#iot [336] #iiot,#pytorch [315] #python,#rstats [256] #pytorch,#python [225] #iiot,#python Top Word Pairs in Tweet in G2:
[433] #bigdata,#analytics [398] #iot,#iiot [393] #analytics,#datascience [278] #datascience,#ai [266] #ai,#machinelearning [256] #machinelearning,#iot [247] #python,#rstats [220] #iiot,#pytorch [186] #pytorch,#python [165] #iiot,#python Top Word Pairs in Tweet in G3:
[332] #bigdata,#analytics [250] #analytics,#datascience [242] #iot,#iiot [202] #ai,#machinelearning [168] #python,#rstats [160] #datascience,#ai [148] #machinelearning,#iot [144] #iiot,#pytorch [119] #linux,#cybersecurity [105] #cybersecurity,#sql Top Word Pairs in Tweet in G4:
[2211] #bigdata,#analytics [1933] #analytics,#datascience [1872] #iot,#iiot [1617] #ai,#machinelearning [1539] #datascience,#ai [1518] #machinelearning,#iot [944] data,science [919] #iiot,#p [909] hameeduom41,data [909] science,virtual Top Word Pairs in Tweet in G5:
[542] #iot,#iiot [508] #bigdata,#analytics [497] #machinelearning,#iot [483] #analytics,#datascience [463] #datascience,#ai [461] #ai,#machinelearning [427] data,science [422] science,virtual [422] virtual,server [422] server,#bigdata Top Word Pairs in Tweet in G6:
[618] #datascientist,#mwc22 [618] #iiot,#cx [618] #cx,#women [615] #digitalhealth,#datascientist [612] #mwc22,#ai [612] #ai,#healthtech [612] #healthtech,#ml [612] #ml,#iiot [612] #women,#ehealth [605] #ehealth,#ces2023 Top Word Pairs in Tweet in G7:
[15] future,outlook [15] outlook,#iot [15] #iot,technologies [15] technologies,applications [15] applications,#ai [15] #ai,#bigdata [15] #bigdata,#smartcities [15] #smartcities,#fintech [15] #fintech,#cybersecurity [15] #cybersecurity,ipfconline1 Top Word Pairs in Tweet in G8:
[18] #bigdata,#analytics [12] #analytics,#datascience [12] #python,#rstats [11] #iot,#iiot [9] #ai,#machinelearning [8] #przemysl40,#automatyka [8] #automatyka,#iiot [8] #iiot,#bigdata [8] #bigdata,#industry40 [8] #industry40,#industrie40 Top Word Pairs in Tweet in G9:
[25] #bigdata,#analytics [18] #iot,#iiot [14] #analytics,#ai [13] #iiot,#pytorch [11] #analytics,#datascience [10] #ai,#machinelearning [10] #linux,#cybersecurity [10] #cybersecurity,#sql [9] #machinelearning,#iot [9] #machinelearning,#datascience Top Word Pairs in Tweet in G10:
[7] chidambara09,#digitalhealth [7] #digitalhealth,#datascientist [7] #datascientist,#mwc22 [7] #mwc22,#ai [7] #ai,#healthtech [7] #healthtech,#ml [7] #ml,#iiot [7] #iiot,#cx [7] #cx,#women [7] #women,#ehealth Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G4:
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 G9:
Top Tweeters in G10: