The graph represents a network of 855 Twitter users whose tweets in the requested range contained "iiot ai", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 07 August 2021 at 10:23 UTC.
The requested start date was Friday, 06 August 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, 4-hour, 45-minute period from Sunday, 01 August 2021 at 04:31 UTC to Tuesday, 03 August 2021 at 09:17 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 : 855
Unique Edges : 1019
Edges With Duplicates : 15505
Total Edges : 16524
Number of Edge Types : 5
Retweet : 7127
MentionsInRetweet : 8382
Mentions : 479
Tweet : 533
Replies to : 3
Self-Loops : 635
Reciprocated Vertex Pair Ratio : 0.00828729281767956
Reciprocated Edge Ratio : 0.0164383561643836
Connected Components : 9
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 837
Maximum Edges in a Connected Component : 16505
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.172005
Graph Density : 0.00449895229877974
Modularity : 0.118403
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 855 Twitter users whose tweets in the requested range contained "iiot ai", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Saturday, 07 August 2021 at 10:23 UTC.
The requested start date was Friday, 06 August 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, 4-hour, 45-minute period from Sunday, 01 August 2021 at 04:31 UTC to Tuesday, 03 August 2021 at 09:17 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 ai
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:
[4413] #bigdata,#analytics [3907] #iot,#iiot [2273] #python,#bigdata [2151] #analytics,#ai [2118] #analytics,#datascience [1790] #datascience,#ai [1789] #datascience,#iot [1754] #iiot,#azure [1593] #ai,#datascience [1281] #ai,#machinelearning Top Word Pairs in Tweet in G1:
[3370] #bigdata,#analytics [2963] #iot,#iiot [1840] #python,#bigdata [1726] #analytics,#ai [1532] #analytics,#datascience [1457] #datascience,#iot [1384] #iiot,#azure [1308] #ai,#datascience [1259] #datascience,#ai [923] #ai,#machinelearning Top Word Pairs in Tweet in G2:
[132] #iot,#iiot [131] #bigdata,#analytics [87] #machinelearning,#bigdata [83] ingliguori,#infographic [76] #analytics,#datascience [70] #datascience,#ai [63] #analytics,#ai [59] #ai,#iot [53] gave,kred [53] #ai,#machinelearning Top Word Pairs in Tweet in G3:
[170] #machinelearning,#socialmedia [162] #100daysofcode,#bigdata [142] #socialmedia,#100daysofcode [136] #bigdata,#100daysofmlcode [102] #100daysofmlcode,#python [94] #bigdata,#analytics [85] #python,#flutter [80] #iot,#iiot [76] #analytics,#datascience [64] #datascience,#ai Top Word Pairs in Tweet in G4:
[336] #bigdata,#analytics [325] #iot,#iiot [266] #python,#bigdata [258] #iiot,#azure [250] #analytics,#ai [210] #datascience,#iot [197] #rstats,#dotnet [196] #ai,#datascience [167] #azure,#rstats [137] #cpp,#java Top Word Pairs in Tweet in G5:
[262] #bigdata,#analytics [229] #analytics,#datascience [209] #datascience,#ai [203] #iot,#iiot [183] #ai,#machinelearning [175] #machinelearning,#iot [70] #iiot,#python [61] #python,#rstats [46] #iiot,#pytorch [39] #pytorch,#python Top Word Pairs in Tweet in G6:
[143] #bigdata,#analytics [135] #machinelearning,#bigdata [93] #analytics,#datascience [86] #iot,#iiot [83] #datascience,#ai [60] #ai,#iot [57] #iiot,#python [56] #python,#rstats [53] #javascript,#reactjs [53] #linux,#programming Top Word Pairs in Tweet in G7:
[109] #iot,#iiot [77] #bigdata,#analytics [62] #python,#rstats [54] #analytics,#machinelearning [54] #machinelearning,#ai [54] #rstats,#reactjs [52] #ai,#python [52] #reactjs,#iot [46] #iiot,#linux [44] #python,#bigdata Top Word Pairs in Tweet in G8:
[7] #analytics,#bigdata [6] guide,101 [6] 101,#iot [6] #iot,terms [6] terms,sassoftware [6] sassoftware,mikequindazzi [6] mikequindazzi,#ai [6] #ai,#artificialintelligence [6] #artificialintelligence,#analytics [6] #bigdata,#datamining Top Word Pairs in Tweet in G9:
[4] role,#iiot [4] #iiot,many [4] many,today [4] today,looking [4] looking,place [4] place,industrial [4] industrial,revolution [4] revolution,learn [4] learn,more [3] intellorel,role Top Word Pairs in Tweet in G10:
[5] #data,#dataengineering [5] #dataengineering,#datastrategy [3] #programming,#database [3] #analytics,#bigdata [3] #bigdata,#rstats [3] #rstats,#ai [3] #ai,#reactjs [3] #reactjs,#python [3] #python,#datascience [3] #datascience,#iiot Top Replied-To in Entire Graph:
Top Replied-To in G1:
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: