The graph represents a network of 1,469 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, 18 March 2022 at 10:42 UTC.
The requested start date was Friday, 18 March 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, 17-hour, 8-minute period from Tuesday, 15 March 2022 at 06:34 UTC to Thursday, 17 March 2022 at 23:42 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 : 1469
Unique Edges : 1802
Edges With Duplicates : 16145
Total Edges : 17947
Number of Edge Types : 5
Retweet : 7030
MentionsInRetweet : 9533
Mentions : 743
Tweet : 592
Replies to : 49
Self-Loops : 820
Reciprocated Vertex Pair Ratio : 0.00712307083498219
Reciprocated Edge Ratio : 0.0141453831041257
Connected Components : 10
Single-Vertex Connected Components : 6
Maximum Vertices in a Connected Component : 1456
Maximum Edges in a Connected Component : 17929
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.309383
Graph Density : 0.0023603148075671
Modularity : 0.16097
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,469 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, 18 March 2022 at 10:42 UTC.
The requested start date was Friday, 18 March 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, 17-hour, 8-minute period from Tuesday, 15 March 2022 at 06:34 UTC to Thursday, 17 March 2022 at 23:42 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:
[4121] #bigdata,#analytics [3065] #analytics,#datascience [2966] #iot,#iiot [2593] #datascience,#ai [2295] #python,#rstats [1962] #ai,#machinelearning [1803] #machinelearning,#iot [1521] #iiot,#pytorch [1325] #pytorch,#python [1166] #rstats,#reactjs Top Word Pairs in Tweet in G1:
[1151] #bigdata,#analytics [874] #analytics,#datascience [860] #iot,#iiot [773] #datascience,#ai [660] #python,#rstats [564] #ai,#machinelearning [506] #machinelearning,#iot [467] #iiot,#pytorch [446] #ai,#iiot [417] #devcommunity,#technology Top Word Pairs in Tweet in G2:
[1837] #bigdata,#analytics [1478] #analytics,#datascience [1271] #iot,#iiot [1205] #datascience,#ai [951] #ai,#machinelearning [886] #machinelearning,#iot [862] #python,#rstats [707] #iiot,#pytorch [631] #pytorch,#python [327] #analytics,#ai Top Word Pairs in Tweet in G3:
[241] #datasecurity,#datascientist [237] #ai,#datasecurity [237] #datascientist,#dataanalytics [232] #python,#rstats [224] #dataanalytics,#python [219] #reactjs,#iiot [216] #rstats,#reactjs [208] #web3,#ai [139] #bigdata,#analytics [132] data,science Top Word Pairs in Tweet in G4:
[368] #bigdata,#analytics [337] #analytics,#datascience [314] #iot,#iiot [293] #datascience,#ai [251] #ai,#machinelearning [229] #python,#rstats [228] #machinelearning,#iot [202] #iiot,#pytorch [192] #pytorch,#python [109] #rstats,#tensorflow Top Word Pairs in Tweet in G5:
[253] #bigdata,#analytics [177] #analytics,#datascience [154] #datascience,#ai [98] #ai,#machinelearning [93] #machinelearning,#iot [91] #iot,#iiot [90] #python,#rstats [82] free_ai_books,free [68] #analytics,#ai [63] #ai,#iiot Top Word Pairs in Tweet in G6:
[119] #ai,#datasecurity [119] #datasecurity,#datascientist [117] #datascientist,#dataanalytics [116] #bigdata,#analytics [115] #rstats,#reactjs [90] #dataanalytics,#pythondeveloper [90] #pythondeveloper,#rstats [78] #reactjs,#iiot [63] #analytics,#ai [58] #ai,#iiot Top Word Pairs in Tweet in G7:
[314] #iot,#iiot [253] #python,#bigdata [246] #bigdata,#analytics [204] #iiot,#azure [192] #azure,#pytorch [182] #analytics,#ai [171] #python,#rstats [160] #pytorch,#cython [150] #rstats,#reactjs [129] #datasecurity,#datascientist Top Word Pairs in Tweet in G8:
[3] #bigdata,#analytics [3] #analytics,#datascience [3] #iot,#iiot [3] #python,#rstats [3] #rstats,#tensorflow [3] #tensorflow,#java [3] #java,#javascript [3] #javascript,#reactjs [3] #reactjs,#cloudcomputing [3] #cloudcomputing,#serverless Top Word Pairs in Tweet in G9:
[4] #bigdata,#analytics [4] #analytics,#datascience [4] #datascience,#ai [4] #ai,#machinelearning [3] #machinelearning,#iot [3] #iot,#iiot [2] data,#ai [2] #ai,improve [2] improve,health [2] health,cities Top Word Pairs in Tweet in G10:
[3] #bigdata,#analytics [3] #security,#emergingtech [3] #emergingtech,#cybersecurity [3] #cybersecurity,#blockchain [3] #blockchain,#authentication [3] #authentication,#regulation [3] #regulation,#compliance [3] #compliance,#fintech [3] #fintech,#banking [3] #banking,#gdpr Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G7:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: