The graph represents a network of 1,049 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, 14 January 2022 at 11:43 UTC.
The requested start date was Friday, 14 January 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, 6-hour, 26-minute period from Tuesday, 11 January 2022 at 18:33 UTC to Friday, 14 January 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 : 1049
Unique Edges : 1278
Edges With Duplicates : 15894
Total Edges : 17172
Number of Edge Types : 5
Retweet : 7207
MentionsInRetweet : 9031
Mentions : 460
Tweet : 463
Replies to : 11
Self-Loops : 565
Reciprocated Vertex Pair Ratio : 0.00602554832489757
Reciprocated Edge Ratio : 0.0119789171058936
Connected Components : 7
Single-Vertex Connected Components : 4
Maximum Vertices in a Connected Component : 1041
Maximum Edges in a Connected Component : 17158
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.22605
Graph Density : 0.00379678210436694
Modularity : 0.129686
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,049 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, 14 January 2022 at 11:43 UTC.
The requested start date was Friday, 14 January 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, 6-hour, 26-minute period from Tuesday, 11 January 2022 at 18:33 UTC to Friday, 14 January 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:
[3979] #bigdata,#analytics [3300] #analytics,#datascience [3036] #iot,#iiot [2330] #datascience,#ai [2019] #ai,#machinelearning [1741] #machinelearning,#iot [1383] #python,#rstats [1184] #iiot,#pytorch [1127] #iiot,#python [1108] #pytorch,#python Top Word Pairs in Tweet in G1:
[2171] #bigdata,#analytics [1855] #analytics,#datascience [1559] #iot,#iiot [1301] #datascience,#ai [1101] #ai,#machinelearning [963] #machinelearning,#iot [716] #python,#rstats [619] #iiot,#pytorch [592] #iiot,#python [579] #pytorch,#python Top Word Pairs in Tweet in G2:
[422] #bigdata,#analytics [342] #iot,#iiot [338] #analytics,#datascience [258] #datascience,#ai [212] #ai,#machinelearning [195] #machinelearning,#iot [139] #python,#rstats [113] #iiot,#python [113] #iiot,#pytorch [109] #artificialintelligence,#iiot Top Word Pairs in Tweet in G3:
[489] #bigdata,#analytics [479] #analytics,#datascience [430] #iot,#iiot [346] #datascience,#ai [308] #ai,#machinelearning [282] #machinelearning,#iot [269] #python,#rstats [226] #iiot,#pytorch [222] #pytorch,#python [150] #iiot,#python Top Word Pairs in Tweet in G4:
[167] #bigdata,#analytics [114] #machinelearning,#bigdata [109] #analytics,#datascience [78] #iot,#iiot [70] #datascience,#ai [59] #python,#rstats [53] #iiot,#python [47] #ai,#iot [42] machine,learning [40] #devcommunity,#technology Top Word Pairs in Tweet in G5:
[75] #bigdata,#analytics [53] #analytics,#datascience [44] #iot,#iiot [37] #machinelearning,#iot [37] #datascience,#ai [33] #ai,#machinelearning [23] #python,#rstats [21] #iiot,#python [19] #iiot,#pytorch [18] #ai,#bigdata Top Word Pairs in Tweet in G6:
[65] #bigdata,#analytics [63] #ai,#machinelearning [62] #artificialintelligence,#iiot [62] #iiot,#machinelearning [45] infographic,brief [45] brief,history [45] history,#datascience [45] catherineadenle,#artificialintelligence [43] #iot,#iiot [40] #analytics,#datascience Top Word Pairs in Tweet in G7:
[510] #bigdata,#analytics [473] #iot,#iiot [365] #analytics,#datascience [257] #datascience,#ai [223] #ai,#machinelearning [198] #machinelearning,#iot [184] #python,#bigdata [154] #iiot,#pytorch [150] #iiot,#azure [149] #python,#rstats Top Word Pairs in Tweet in G8:
[30] #iot,#iiot [27] #bigdata,#analytics [22] #iiot,#iotpl [19] #datascience,#ai [18] #ai,#machinelearning [17] #analytics,#datascience [15] #machinelearning,#deeplearning [14] #bigdata,#datascience [13] #art,#aiart [13] #aiart,#machinelearning Top Word Pairs in Tweet in G9:
[38] #bigdata,#analytics [34] #iiot,#python [33] #machinelearning,#bigdata [32] #analytics,#datascience [30] #iot,#iiot [29] #ai,#machinelearning [26] history,#metaverse [26] #metaverse,#100daysofcode [26] #100daysofcode,#ai [26] #datascience,#ces2022 Top Word Pairs in Tweet in G10:
[10] #bigdata,#analytics [9] #analytics,#datascience [8] key,requirements [8] requirements,iot [8] iot,success [8] success,#bigdata [8] #datascience,#ai [7] kunaldchowdhury,key [7] #ai,#iiot [6] #iiot,#python 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:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
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Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
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:
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Top Tweeters in G9:
Top Tweeters in G10: