The graph represents a network of 873 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, 17 September 2021 at 10:46 UTC.
The requested start date was Friday, 17 September 2021 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, 3-hour, 3-minute period from Tuesday, 14 September 2021 at 20:56 UTC to Friday, 17 September 2021 at 00:00 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 : 873
Unique Edges : 914
Edges With Duplicates : 15934
Total Edges : 16848
Number of Edge Types : 5
MentionsInRetweet : 8727
Replies to : 4
Retweet : 7092
Tweet : 617
Mentions : 408
Self-Loops : 750
Reciprocated Vertex Pair Ratio : 0.00824566391811203
Reciprocated Edge Ratio : 0.0163564579808235
Connected Components : 12
Single-Vertex Connected Components : 8
Maximum Vertices in a Connected Component : 854
Maximum Edges in a Connected Component : 16814
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.131908
Graph Density : 0.00465809136479712
Modularity : 0.114882
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 873 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, 17 September 2021 at 10:46 UTC.
The requested start date was Friday, 17 September 2021 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, 3-hour, 3-minute period from Tuesday, 14 September 2021 at 20:56 UTC to Friday, 17 September 2021 at 00:00 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:
[4530] #bigdata,#analytics [3961] #iot,#iiot [3215] #analytics,#datascience [2628] #datascience,#ai [1835] #python,#rstats [1763] #ai,#machinelearning [1648] #datascience,#iot [1403] #machinelearning,#iot [1230] #pytorch,#python [1202] #iiot,#pytorch Top Word Pairs in Tweet in G1:
[2920] #bigdata,#analytics [2458] #iot,#iiot [2138] #analytics,#datascience [1763] #datascience,#ai [1238] #python,#rstats [1153] #ai,#machinelearning [965] #datascience,#iot [896] #machinelearning,#iot [791] #pytorch,#python [763] #iiot,#pytorch Top Word Pairs in Tweet in G2:
[702] #bigdata,#analytics [655] #iot,#iiot [386] #analytics,#datascience [376] #socialmedia,#100daysofcode [368] #100daysofcode,#bigdata [326] #datascience,#iot [322] #datascience,#ai [320] #analytics,#ai [308] #python,#bigdata [293] #bigdata,#womenwhocode Top Word Pairs in Tweet in G3:
[313] #bigdata,#analytics [305] #iot,#iiot [289] #analytics,#datascience [211] #datascience,#ai [201] #python,#rstats [174] #iiot,#pytorch [173] #pytorch,#python [151] #ai,#machinelearning [142] #machinelearning,#iot [105] #rstats,#tensorflow Top Word Pairs in Tweet in G4:
[453] #bigdata,#analytics [393] #iot,#iiot [296] #analytics,#datascience [219] #datascience,#ai [211] #datascience,#iot [170] #ai,#machinelearning [163] #python,#bigdata [151] #iiot,#azure [145] #analytics,#ai [132] #ai,#datascience Top Word Pairs in Tweet in G5:
[91] #iot,#iiot [87] #bigdata,#analytics [68] #analytics,#datascience [62] #datascience,#ai [44] #machinelearning,#iot [43] #ai,#ml [41] ingliguori,#infographic [40] ingliguori,ht [34] #python,#rstats [33] #machinelearning,#bigdata Top Word Pairs in Tweet in G6:
[194] #devcommunity,#technology [193] #technology,#programming [190] #bigdata,#devcommunity [183] #programming,#ai [161] #ai,#iiot [71] #iiot,#100daysofcode [42] #100daysofcode,#linux [36] #bigdata,#analytics [30] #iot,#iiot [22] #analytics,#datascience Top Word Pairs in Tweet in G7:
[44] data,science [23] #data,#datascience [22] science,modeling [22] modeling,process [22] #datascience,#ai [22] catherineadenle,infographic [17] #ai,#ml [15] infographic,data [15] process,#data [15] #ml,#statistics Top Word Pairs in Tweet in G8:
[18] #artificiallintelligence,#analytics [13] #ai,#machinelearning [10] #machinelearning,#bigdata [9] #iot,#iiot [8] future,technology [8] technology,european [8] european,healthcare [8] healthcare,#artificiallintelligence [8] #analytics,#ai [7] sonu_monika,future Top Word Pairs in Tweet in G9:
[2] register,#tech [2] #tech,#womenintech [2] #womenintech,#technews [2] #technews,#girlswhocode Top Word Pairs in Tweet in G10:
[7] increasing,usage [7] usage,#bigdata [7] #bigdata,evolving [7] evolving,#iiot [7] #iiot,automation [7] automation,improving [7] improving,computing [7] computing,power [7] power,increasing [7] increasing,#vc Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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 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: