The graph represents a network of 804 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, 03 December 2021 at 11:47 UTC.
The requested start date was Friday, 03 December 2021 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, 0-hour, 45-minute period from Wednesday, 01 December 2021 at 00:14 UTC to Friday, 03 December 2021 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 : 804
Unique Edges : 676
Edges With Duplicates : 15420
Total Edges : 16096
Number of Edge Types : 5
Retweet : 7229
MentionsInRetweet : 8041
Mentions : 277
Tweet : 540
Replies to : 9
Self-Loops : 730
Reciprocated Vertex Pair Ratio : 0.00616649537512847
Reciprocated Edge Ratio : 0.0122574055158325
Connected Components : 6
Single-Vertex Connected Components : 5
Maximum Vertices in a Connected Component : 799
Maximum Edges in a Connected Component : 16091
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.222404
Graph Density : 0.00454917194847679
Modularity : 0.103794
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 804 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, 03 December 2021 at 11:47 UTC.
The requested start date was Friday, 03 December 2021 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, 0-hour, 45-minute period from Wednesday, 01 December 2021 at 00:14 UTC to Friday, 03 December 2021 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:
[3799] #bigdata,#analytics [3449] #iot,#iiot [3016] #analytics,#datascience [2277] #datascience,#ai [2198] #python,#rstats [2106] #bigdata,#devcommunity [2085] #devcommunity,#technology [1699] #ai,#machinelearning [1626] #machinelearning,#iot [1616] #iiot,#pytorch Top Word Pairs in Tweet in G1:
[672] #iot,#iiot [656] #bigdata,#devcommunity [647] #devcommunity,#technology [638] #bigdata,#analytics [523] #analytics,#datascience [458] #technology,#programming [408] #datascience,#ai [398] #programming,#ai [389] #python,#rstats [375] #ai,#iiot Top Word Pairs in Tweet in G2:
[2169] #bigdata,#analytics [1892] #iot,#iiot [1665] #analytics,#datascience [1275] #datascience,#ai [1173] #python,#rstats [937] #ai,#machinelearning [913] #iiot,#pytorch [895] #machinelearning,#iot [796] #pytorch,#python [666] #bigdata,#devcommunity Top Word Pairs in Tweet in G3:
[390] #bigdata,#analytics [378] #analytics,#datascience [363] #iot,#iiot [244] #datascience,#ai [239] #python,#rstats [230] #machinelearning,#iot [218] #ai,#machinelearning [175] #iiot,#pytorch [171] #pytorch,#python [121] #iiot,#python Top Word Pairs in Tweet in G4:
[78] #bigdata,#analytics [63] #iot,#iiot [60] #analytics,#datascience [56] #datascience,#ai [45] ingliguori,#bigdata [45] #ai,#iot [33] #iiot,#pytorch [32] #pytorch,#python [28] #python,#rstats [26] #ai,#machinelearning Top Word Pairs in Tweet in G5:
[720] #bigdata,#devcommunity [714] #devcommunity,#technology [566] #technology,#programming [499] #programming,#ai [452] #ai,#iiot [278] #iiot,#100daysofcode [235] #100daysofcode,#linux [185] #linux,#python [169] #womenwhocode,#cybersecurity [169] #cybersecurity,#datascience Top Word Pairs in Tweet in G6:
[188] #bigdata,#analytics [117] #analytics,#datascience [116] #python,#rstats [110] #iot,#iiot [109] #iiot,#pytorch [100] #pytorch,#python [91] #datascience,#ai [68] #analytics,#ai [67] #ai,#machinelearning [66] #datascience,#bigdata Top Word Pairs in Tweet in G7:
[86] #iot,#iiot [75] #python,#rstats [55] #machinelearning,#ai [54] #ai,#python [50] #bigdata,#analytics [49] #analytics,#machinelearning [47] #reactjs,#iot [46] #rstats,#reactjs [38] #analytics,#datascience [27] #datascience,#ai Top Word Pairs in Tweet in G8:
[52] #bigdata,#analytics [48] #analytics,#datascience [48] #iot,#iiot [44] #datascience,#ai [39] #ai,#machinelearning [39] #machinelearning,#iot [32] #iiot,#python [32] #python,#rstats [22] types,computer [22] computer,memory Top Word Pairs in Tweet in G9:
[58] #iot,#iiot [57] #bigdata,#analytics [50] #python,#rstats [50] #analytics,#datascience [42] #devcommunity,#technology [41] #bigdata,#devcommunity [30] #technology,#programming [27] #datascience,#ai [25] #programming,#ai [24] #ai,#iiot Top Word Pairs in Tweet in G10:
[33] #bigdata,#analytics [30] #analytics,#datascience [30] #iot,#iiot [19] #datascience,#ai [18] #python,#rstats [16] #ai,#machinelearning [15] #machinelearning,#iot [14] #iiot,#pytorch [14] #pytorch,#python [11] #bigdata,#devcommunity Top Replied-To in Entire Graph:
Top Replied-To in G5:
Top Replied-To in G9:
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 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:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: