The graph represents a network of 1,224 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 January 2022 at 11:45 UTC.
The requested start date was Friday, 28 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 6-day, 5-hour, 49-minute period from Friday, 21 January 2022 at 19:11 UTC to Friday, 28 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 : 1224
Unique Edges : 1501
Edges With Duplicates : 16132
Total Edges : 17633
Number of Edge Types : 5
Retweet : 6912
MentionsInRetweet : 8879
Tweet : 710
Mentions : 1094
Replies to : 38
Self-Loops : 938
Reciprocated Vertex Pair Ratio : 0.0122603655818101
Reciprocated Edge Ratio : 0.0242237392644792
Connected Components : 10
Single-Vertex Connected Components : 7
Maximum Vertices in a Connected Component : 1211
Maximum Edges in a Connected Component : 17619
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.297079
Graph Density : 0.00303349740005024
Modularity : 0.151305
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,224 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 January 2022 at 11:45 UTC.
The requested start date was Friday, 28 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 6-day, 5-hour, 49-minute period from Friday, 21 January 2022 at 19:11 UTC to Friday, 28 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:
[3699] #bigdata,#analytics [3240] #iot,#iiot [2829] #analytics,#datascience [2252] #datascience,#ai [1788] #python,#rstats [1616] #ai,#machinelearning [1493] #machinelearning,#iot [1449] #iiot,#pytorch [1267] #pytorch,#python [985] #iiot,#python Top Word Pairs in Tweet in G1:
[1563] #bigdata,#analytics [1465] #iot,#iiot [1200] #analytics,#datascience [994] #datascience,#ai [740] #ai,#machinelearning [730] #python,#rstats [694] #machinelearning,#iot [555] #iiot,#pytorch [487] #pytorch,#python [432] #python,#bigdata Top Word Pairs in Tweet in G2:
[722] #bigdata,#analytics [589] #analytics,#datascience [584] #iot,#iiot [434] #datascience,#ai [413] #python,#rstats [365] #iiot,#pytorch [337] #ai,#machinelearning [329] #pytorch,#python [317] #machinelearning,#iot [248] #iiot,#python Top Word Pairs in Tweet in G3:
[881] #bigdata,#analytics [691] #analytics,#datascience [651] #iot,#iiot [505] #datascience,#ai [401] #python,#rstats [376] #iiot,#pytorch [338] #ai,#machinelearning [323] #pytorch,#python [320] #machinelearning,#iot [200] #iiot,#python Top Word Pairs in Tweet in G4:
[213] gave,kred [206] kred,#influence [184] #iot,#iiot [115] #bigdata,#analytics [115] eli_krumova,gave [97] #ai,#ml [94] #datascience,#bigdata [88] #iiot,#iotpl [79] #influence,#datascience [75] #ai,#machinelearning Top Word Pairs in Tweet in G5:
[42] #iot,#iiot [35] #bigdata,#analytics [35] #gartner,2025 [35] 2025,#iot [35] trillion,value [35] value,devices [35] devices,#healthcare [33] #iot,technology [33] technology,trillion [32] talkingtechsa,#gartner Top Word Pairs in Tweet in G6:
[383] #devcommunity,#technology [328] #ai,#iiot [327] #bigdata,#devcommunity [325] #technology,#programming [309] #programming,#ai [282] #iot,#iiot [277] #bigdata,#analytics [242] #iiot,#100daysofcode [226] #analytics,#datascience [221] #100daysofcode,#linux Top Word Pairs in Tweet in G7:
[120] data,science [111] catherineadenle,infographic [103] #bigdata,#analytics [81] infographic,data [66] #datascience,#analytics [65] catherineadenle,#datascience [62] #analytics,#ai [60] #datascience,#machinelearning [58] #machinelearning,#bigdata [52] #ai,#tech Top Word Pairs in Tweet in G8:
[3] #cybersecurity,#blockchain [3] #bigdata,#ai [2] #artificialintelligence,#datascience [2] #iot,#iiot [2] #security,#emergingtech [2] #emergingtech,#cybersecurity [2] #blockchain,#authentication [2] #authentication,#regulation [2] #regulation,#compliance [2] #compliance,#fintech Top Word Pairs in Tweet in G9:
[2] #relatech,entra [2] entra,quota [2] quota,maggioranza [2] maggioranza,nel [2] nel,capitale [2] capitale,sociale [2] sociale,#efa [2] #efa,#automazione [2] #automazione,efaautomazione [2] efaautomazione,relatechspa Top Word Pairs in Tweet in G10:
[7] #css,#html5 [7] #html5,#php [7] #php,#nodejs [7] #nodejs,#wordpress [7] #wordpress,#javascript [7] #javascript,#react [7] #react,#angular [7] #angular,#python [7] #python,#vuejs [4] #vuejs,#django Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G6:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
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:
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Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: