The graph represents a network of 800 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, 04 June 2021 at 10:42 UTC.
The requested start date was Friday, 04 June 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, 0-minute period from Tuesday, 01 June 2021 at 05:16 UTC to Thursday, 03 June 2021 at 08:16 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 : 800
Unique Edges : 1411
Edges With Duplicates : 16395
Total Edges : 17806
Number of Edge Types : 5
Retweet : 7162
MentionsInRetweet : 9572
Mentions : 628
Replies to : 39
Tweet : 405
Self-Loops : 512
Reciprocated Vertex Pair Ratio : 0.0151728013486935
Reciprocated Edge Ratio : 0.0298920564627733
Connected Components : 4
Single-Vertex Connected Components : 2
Maximum Vertices in a Connected Component : 795
Maximum Edges in a Connected Component : 17798
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.967764
Graph Density : 0.00565237797246558
Modularity : 0.121075
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 800 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, 04 June 2021 at 10:42 UTC.
The requested start date was Friday, 04 June 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, 0-minute period from Tuesday, 01 June 2021 at 05:16 UTC to Thursday, 03 June 2021 at 08:16 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:
[5312] #bigdata,#analytics [4857] #iot,#iiot [3652] #analytics,#datascience [2743] #datascience,#ai [2058] #python,#rstats [1948] #ai,#machinelearning [1777] #machinelearning,#iot [1761] #datascience,#iot [1532] #analytics,#ai [1372] #iiot,#pytorch Top Word Pairs in Tweet in G1:
[231] #bigdata,#analytics [218] #iot,#iiot [160] #analytics,#datascience [121] #datascience,#ai [87] #ai,#machinelearning [82] #python,#rstats [81] #analytics,#ai [80] #machinelearning,#iot [78] #datascience,#iot [73] #machinelearning,#bigdata Top Word Pairs in Tweet in G2:
[3946] #bigdata,#analytics [3520] #iot,#iiot [2606] #analytics,#datascience [1971] #datascience,#ai [1449] #ai,#machinelearning [1398] #python,#rstats [1334] #datascience,#iot [1317] #machinelearning,#iot [1223] #analytics,#ai [1016] #iiot,#pytorch Top Word Pairs in Tweet in G3:
[357] #bigdata,#analytics [332] #iot,#iiot [314] #analytics,#datascience [209] #datascience,#ai [196] #python,#rstats [166] #ai,#machinelearning [151] #machinelearning,#iot [135] #iiot,#pytorch [120] #pytorch,#python [116] #datascience,#iot Top Word Pairs in Tweet in G4:
[470] #iot,#iiot [385] #bigdata,#analytics [245] #analytics,#datascience [235] #python,#rstats [176] #datascience,#ai [167] #datascience,#iot [151] #analytics,#ai [137] #ai,#machinelearning [136] #rstats,#reactjs [124] #javascript,#reactjs Top Word Pairs in Tweet in G5:
[159] #bigdata,#analytics [143] #iot,#iiot [116] #analytics,#datascience [91] #datascience,#ai [57] #machinelearning,#bigdata [53] #ai,#machinelearning [53] #machinelearning,#iot [53] #python,#rstats [47] #datascience,#iot [40] #analytics,#ai Top Word Pairs in Tweet in G6:
[94] #bigdata,#analytics [83] #analytics,#datascience [68] #iot,#iiot [57] #datascience,#ai [42] #ai,#machinelearning [39] #machinelearning,#iot [37] #iiot,#python [35] #cybersecurity,#bigdata [22] #ai,#cybersecurity [19] search,good Top Word Pairs in Tweet in G7:
[138] #bigdata,#analytics [127] #machinelearning,#bigdata [126] #analytics,#datascience [116] #datascience,#ai [104] #iot,#iiot [92] #ai,#iot [79] #python,#rstats [75] #iiot,#python [66] #rstats,#tensorflow [65] #tensorflow,#java Top Word Pairs in Tweet in G8:
[2] #ai,#aiio [2] #aiio,#bigdata [2] #bigdata,#ml [2] #ml,#nlu [2] #nlu,#futureofwork [2] #futureofwork,iiot_world [2] iiot_world,ipfconline1 [2] ipfconline1,jblefevre60 [2] jblefevre60,jimmarous [2] jimmarous,insurtechtalk Top Word Pairs in Tweet in G9:
[2] chidambara09,lyakovet [2] lyakovet,coruzant [2] coruzant,rwang0 [2] rwang0,divergentcio [2] divergentcio,surviving [2] surviving,thriving [2] thriving,world [2] world,#digital [2] #digital,giants [2] giants,#saugatalks Top Word Pairs in Tweet in G10:
[3] #firestarnews,#iot [3] #iot,mars [3] mars,partners [3] partners,microsoft [3] microsoft,global [3] global,digital [3] digital,transformation [3] transformation,automation [3] automation,world [2] fire_star_news,#firestarnews Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G6:
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: