The graph represents a network of 1,501 Twitter users whose tweets in the requested range contained "#iiot", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 16 November 2021 at 22:00 UTC.
The requested start date was Tuesday, 16 November 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, 3-hour, 42-minute period from Saturday, 13 November 2021 at 21:11 UTC to Tuesday, 16 November 2021 at 00:54 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 : 1501
Unique Edges : 1548
Edges With Duplicates : 16035
Total Edges : 17583
Number of Edge Types : 5
Retweet : 6946
MentionsInRetweet : 8648
Mentions : 1326
Tweet : 638
Replies to : 25
Self-Loops : 692
Reciprocated Vertex Pair Ratio : 0.0141728624535316
Reciprocated Edge Ratio : 0.0279495990836197
Connected Components : 88
Single-Vertex Connected Components : 47
Maximum Vertices in a Connected Component : 1338
Maximum Edges in a Connected Component : 17364
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.494908
Graph Density : 0.00193870752831446
Modularity : 0.156863
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,501 Twitter users whose tweets in the requested range contained "#iiot", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 16 November 2021 at 22:00 UTC.
The requested start date was Tuesday, 16 November 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, 3-hour, 42-minute period from Saturday, 13 November 2021 at 21:11 UTC to Tuesday, 16 November 2021 at 00:54 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
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:
[3518] #iot,#iiot [3007] #bigdata,#analytics [1780] #analytics,#datascience [1523] #datascience,#ai [1471] #python,#rstats [1407] #machinelearning,#ai [1160] #ai,#python [1021] #analytics,#ai [993] #python,#bigdata [948] #rstats,#reactjs Top Word Pairs in Tweet in G1:
[2057] #bigdata,#analytics [1833] #iot,#iiot [1269] #analytics,#datascience [1083] #datascience,#ai [852] #python,#rstats [843] #machinelearning,#ai [713] #ai,#python [636] #machinelearning,#bigdata [618] #analytics,#ai [600] #python,#bigdata Top Word Pairs in Tweet in G2:
[764] #iot,#iiot [717] #bigdata,#analytics [385] #analytics,#datascience [379] #python,#rstats [322] #datascience,#ai [312] #analytics,#ai [311] #python,#bigdata [292] #ai,#datascience [279] #iiot,#azure [269] #datascience,#iot Top Word Pairs in Tweet in G3:
[388] #iot,#iiot [196] #rstats,#reactjs [192] #machinelearning,#ai [177] #analytics,#machinelearning [152] #reactjs,#iot [134] #python,#rstats [132] #ai,#python [116] #bigdata,#analytics [78] coffee,talk [77] #iiot,#ml Top Word Pairs in Tweet in G4:
[387] #iot,#iiot [304] #iiot,#iotpl [198] #iotpl,#iotcommunity [124] #intrernetofthings,#tech [118] #iotcommunity,#intrernetofthings [116] #tech,#technology [109] #industry40,#smartcity [107] #technology,#5g [106] #5g,#smartthings [106] #smartthings,#internetofeverything Top Word Pairs in Tweet in G5:
[13] #iot,#iiot [11] iiot,world [8] world,manufacturing [8] #bigdata,#analytics [7] #datascience,#ai [6] discover,impact [6] impact,lorawan [6] lorawan,#iiot [6] #iiot,watch [6] watch,interview Top Word Pairs in Tweet in G6:
[68] #iot,#iiot [61] #machinelearning,#ai [61] #python,#rstats [60] #analytics,#machinelearning [60] #rstats,#reactjs [59] #ai,#python [49] #reactjs,#iot [45] #iiot,#linux [39] #linux,#serverless [24] #bigdata,#analytics Top Word Pairs in Tweet in G7:
[18] #iot,#iiot [8] learn,more [5] machine,builders [5] builders,expand [5] expand,business [5] business,introducing [5] introducing,#tesys [5] #tesys,island [5] island,digital [5] digital,load Top Word Pairs in Tweet in G8:
[126] #bigdata,#devcommunity [121] #devcommunity,#technology [103] #technology,#programming [100] #programming,#ai [96] #ai,#iiot [88] #iiot,#100daysofcode [84] #100daysofcode,#linux [70] #linux,#python [69] #womenwhocode,#cybersecurity [69] #cybersecurity,#datascience Top Word Pairs in Tweet in G9:
[20] 2021,11 [12] #bigdata,#analytics [11] #iot,#iiot [9] #python,#rstats [8] artificial,intelligence [8] #machinelearning,#ai [8] #ai,#python [7] #analytics,#datascience [7] #datascience,#ai [7] cyber,security Top Word Pairs in Tweet in G10:
[5] #iot,#iiot [4] practical,approach [4] approach,#edgecomputing [4] #edgecomputing,#iot [4] #iot,#edge [4] #edge,#isvs [4] #isvs,#csps [4] #csps,#telcos [4] #telcos,#iiot [4] #iiot,#enterprises Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G4:
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: