The graph represents a network of 993 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, 04 February 2022 at 11:43 UTC.
The requested start date was Friday, 04 February 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, 21-hour, 25-minute period from Tuesday, 01 February 2022 at 03:34 UTC to Friday, 04 February 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 : 993
Unique Edges : 1461
Edges With Duplicates : 16492
Total Edges : 17953
Number of Edge Types : 5
MentionsInRetweet : 9801
Mentions : 555
Retweet : 7146
Tweet : 419
Replies to : 32
Self-Loops : 501
Reciprocated Vertex Pair Ratio : 0.00900484876471946
Reciprocated Edge Ratio : 0.0178489702517162
Connected Components : 8
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 980
Maximum Edges in a Connected Component : 17931
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.192032
Graph Density : 0.00443629600753663
Modularity : 0.134836
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 993 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, 04 February 2022 at 11:43 UTC.
The requested start date was Friday, 04 February 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, 21-hour, 25-minute period from Tuesday, 01 February 2022 at 03:34 UTC to Friday, 04 February 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:
[4648] #bigdata,#analytics [4237] #iot,#iiot [2991] #analytics,#datascience [2026] #datascience,#ai [1837] #python,#rstats [1692] #iiot,#pytorch [1643] #ai,#machinelearning [1578] #machinelearning,#iot [1504] #datascience,#iot [1503] #python,#bigdata Top Word Pairs in Tweet in G1:
[555] #bigdata,#analytics [524] #iot,#iiot [392] #analytics,#datascience [299] #datascience,#ai [267] #ai,#machinelearning [217] #machinelearning,#iot [208] #iiot,#pytorch [205] #python,#rstats [191] #pytorch,#python [148] #analytics,#ai Top Word Pairs in Tweet in G2:
[1526] #bigdata,#analytics [1281] #iot,#iiot [1029] #analytics,#datascience [696] #datascience,#ai [601] #python,#rstats [548] #ai,#machinelearning [536] #machinelearning,#iot [517] #iiot,#pytorch [486] #datascience,#iot [473] #pytorch,#python Top Word Pairs in Tweet in G3:
[517] #bigdata,#analytics [488] #analytics,#datascience [470] #iot,#iiot [311] #datascience,#ai [297] #python,#rstats [278] #ai,#machinelearning [274] #machinelearning,#iot [271] #iiot,#pytorch [269] #pytorch,#python [141] #rstats,#tensorflow Top Word Pairs in Tweet in G4:
[1882] #bigdata,#analytics [1838] #iot,#iiot [1004] #analytics,#datascience [953] #python,#bigdata [761] #iiot,#azure [722] #datascience,#iot [708] #analytics,#ai [671] #azure,#pytorch [670] #datascience,#ai [630] #python,#rstats Top Word Pairs in Tweet in G5:
[43] #bigdata,#analytics [40] #iot,#iiot [31] #python,#rstats [29] #btcz,#bitcoinz [28] #bitcoinz,#bitcoinzonwhitebit [28] #bitcoinzonwhitebit,#bitcoinzoncoinbase [28] #bitcoinzoncoinbase,#bitcoinzmining [26] #iiot,#pytorch [24] #analytics,#datascience [24] #datascience,#ai Top Word Pairs in Tweet in G6:
[42] #python,#rstats [32] #rstats,#reactjs [32] #iot,#iiot [31] #bigdata,#analytics [29] #machinelearning,#ai [29] #ai,#python [25] #analytics,#machinelearning [21] little,rc [21] rc,robot [21] robot,coolest Top Word Pairs in Tweet in G7:
[63] #bigdata,#analytics [51] #iiot,#pytorch [44] #pytorch,#python [37] #analytics,#ai [32] #ml,#datascience [32] #datascience,#bigdata [32] #ai,#iiot [27] #iot,#iiot [25] #analytics,#datascience [23] #python,#rstats Top Word Pairs in Tweet in G8:
[20] #bigdata,#analytics [19] #iot,#iiot [11] #analytics,#datascience [9] #analytics,#ai [8] #machinelearning,#iot [7] #python,#bigdata [7] #ai,#datascience [7] #datascience,#iot [7] #iiot,#azure [7] #javascript,#reactjs Top Word Pairs in Tweet in G9:
[13] #bigdata,#devcommunity [13] #devcommunity,#technology [9] #technology,#programming [8] #programming,#ai [8] #ai,#iiot [8] #bigdata,#analytics [7] upgrade,kubernetesio [7] kubernetesio,cluster [7] cluster,without [7] without,downtime Top Word Pairs in Tweet in G10:
[5] infographic,applications [5] applications,#bigdata [5] #bigdata,#healthcare [5] #healthcare,#artificialintelligence [5] #artificialintelligence,#iiot [5] #iiot,#machinelearning [5] #machinelearning,#deeplearning [4] alsalhan,infographic [4] #deeplearning,#datasci [2] #bigdata,#analytics Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G7:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: