The graph represents a network of 942 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, 28 May 2021 at 10:41 UTC.
The requested start date was Friday, 28 May 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 1-day, 23-hour, 28-minute period from Wednesday, 26 May 2021 at 00:19 UTC to Thursday, 27 May 2021 at 23:47 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 : 942
Unique Edges : 1245
Edges With Duplicates : 15436
Total Edges : 16681
Number of Edge Types : 5
Retweet : 6919
MentionsInRetweet : 8577
Replies to : 19
Mentions : 565
Tweet : 601
Self-Loops : 750
Reciprocated Vertex Pair Ratio : 0.0138561320754717
Reciprocated Edge Ratio : 0.0273335271881361
Connected Components : 16
Single-Vertex Connected Components : 10
Maximum Vertices in a Connected Component : 919
Maximum Edges in a Connected Component : 16649
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 3.101815
Graph Density : 0.00387964197639499
Modularity : 0.124626
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 942 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, 28 May 2021 at 10:41 UTC.
The requested start date was Friday, 28 May 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 1-day, 23-hour, 28-minute period from Wednesday, 26 May 2021 at 00:19 UTC to Thursday, 27 May 2021 at 23:47 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:
[5383] #bigdata,#analytics [4625] #iot,#iiot [4160] #analytics,#datascience [2990] #datascience,#ai [2274] #ai,#machinelearning [2208] #machinelearning,#iot [1805] #python,#rstats [1542] #iiot,#pytorch [1458] #datascience,#iot [1308] #iiot,#python Top Word Pairs in Tweet in G1:
[3852] #bigdata,#analytics [3178] #iot,#iiot [2896] #analytics,#datascience [2021] #datascience,#ai [1527] #ai,#machinelearning [1511] #machinelearning,#iot [1203] #python,#rstats [1096] #iiot,#pytorch [1081] #datascience,#iot [1014] #python,#bigdata Top Word Pairs in Tweet in G2:
[574] #bigdata,#analytics [540] #analytics,#datascience [526] #iot,#iiot [389] #datascience,#ai [350] #ai,#machinelearning [336] #machinelearning,#iot [228] #python,#rstats [222] #iiot,#pytorch [203] #iiot,#python [171] #pytorch,#python Top Word Pairs in Tweet in G3:
[588] #bigdata,#analytics [521] #iot,#iiot [484] #analytics,#datascience [402] #datascience,#ai [262] #ai,#machinelearning [238] #machinelearning,#iot [210] #python,#rstats [184] #machinelearning,#bigdata [183] #iiot,#python [175] #bigdata,#linux Top Word Pairs in Tweet in G4:
[174] #bigdata,#analytics [147] #iot,#iiot [91] #datascience,#iot [91] #analytics,#datascience [87] #analytics,#ai [79] #python,#bigdata [64] #ai,#datascience [64] #datascience,#ai [59] ingliguori,#digitaltransformation [58] #ai,#machinelearning Top Word Pairs in Tweet in G5:
[139] #iot,#iiot [80] #python,#rstats [72] #bigdata,#analytics [71] #rstats,#reactjs [64] #ai,#python [52] #analytics,#datascience [49] #reactjs,#iot [44] #datascience,#ai [39] #bigdata,#ai [38] #analytics,#bigdata Top Word Pairs in Tweet in G6:
[79] wef,enricomolinari [21] 2025,deliveries [21] deliveries,made [21] made,#ev [21] #ev,wef [20] enricomolinari,#retailtech [20] #retailtech,#iot [20] enricomolinari,2025 [19] #iot,#paym [17] #iot,#iiot Top Word Pairs in Tweet in G7:
[2] frisesally,marinella_maria [2] marinella_maria,mariangelasant8 [2] mariangelasant8,sminaev2015 [2] sminaev2015,angelicagallegs [2] angelicagallegs,yukarikingdom18 [2] yukarikingdom18,mhall55nine [2] mhall55nine,eoff_sylvia Top Word Pairs in Tweet in G8:
[108] #bigdata,#analytics [87] #iot,#iiot [82] #analytics,#datascience [60] #datascience,#ai [35] #python,#rstats [33] #iiot,#iotpl [33] #ai,#machinelearning [31] #machinelearning,#iot [27] #rpa,#nlp [22] #programming,#coding Top Word Pairs in Tweet in G9:
[5] #bigdata,#analytics [5] #analytics,#datascience [5] #datascience,#ai [4] #iot,#iiot [3] #ai,#ml [3] #ml,#dl [3] #dl,#serverless [3] #serverless,#cybersecurity [3] #cybersecurity,#5g [3] #5g,#cloudcomputing Top Word Pairs in Tweet in G10:
[3] theory,practice [3] practice,#machinelearning [3] #machinelearning,one [3] one,picture [3] picture,#digitaltransformation [3] #digitaltransformation,#bigdata [2] smart,cities [2] cities,future [2] future,#smartcities [2] #smartcities,#smarthome Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G6:
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 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: