The graph represents a network of 902 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 Friday, 17 September 2021 at 10:25 UTC.
The requested start date was Friday, 17 September 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, 1-hour, 44-minute period from Tuesday, 14 September 2021 at 22:15 UTC to Friday, 17 September 2021 at 00:00 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 : 902
Unique Edges : 1011
Edges With Duplicates : 15789
Total Edges : 16800
Number of Edge Types : 5
MentionsInRetweet : 8653
Mentions : 474
Replies to : 3
Retweet : 6995
Tweet : 675
Self-Loops : 819
Reciprocated Vertex Pair Ratio : 0.00781032078103208
Reciprocated Edge Ratio : 0.0154995848325491
Connected Components : 26
Single-Vertex Connected Components : 17
Maximum Vertices in a Connected Component : 864
Maximum Edges in a Connected Component : 16743
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.209713
Graph Density : 0.00444566397031138
Modularity : 0.1251
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 902 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 Friday, 17 September 2021 at 10:25 UTC.
The requested start date was Friday, 17 September 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, 1-hour, 44-minute period from Tuesday, 14 September 2021 at 22:15 UTC to Friday, 17 September 2021 at 00:00 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 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:
[3922] #bigdata,#analytics [3777] #iot,#iiot [2720] #analytics,#datascience [2547] #datascience,#ai [1741] #ai,#machinelearning [1672] #python,#rstats [1378] #machinelearning,#iot [1257] #datascience,#iot [1186] #analytics,#ai [1172] #python,#bigdata Top Word Pairs in Tweet in G1:
[729] #iot,#iiot [660] #bigdata,#analytics [477] #analytics,#datascience [463] #datascience,#ai [324] #ai,#machinelearning [324] #python,#rstats [287] #machinelearning,#iot [199] #python,#bigdata [195] #datascience,#iot [191] #iiot,#pytorch Top Word Pairs in Tweet in G2:
[232] #bigdata,#analytics [213] #socialmedia,#100daysofcode [206] #100daysofcode,#bigdata [203] #iot,#iiot [179] #analytics,#datascience [171] #datascience,#ai [167] #bigdata,#womenwhocode [116] coffee,talk [114] #ai,#machinelearning [104] #womenwhocode,#python Top Word Pairs in Tweet in G3:
[2828] #bigdata,#analytics [2656] #iot,#iiot [1910] #analytics,#datascience [1789] #datascience,#ai [1197] #python,#rstats [1176] #ai,#machinelearning [937] #datascience,#iot [921] #machinelearning,#iot [890] #python,#bigdata [889] #analytics,#ai Top Word Pairs in Tweet in G4:
[126] #bigdata,#analytics [115] #iot,#iiot [100] #datascience,#ai [94] #analytics,#datascience [60] #machinelearning,#iot [59] #ai,#ml [52] #ai,#machinelearning [46] #python,#rstats [36] ingliguori,ht [36] #analytics,#ai Top Word Pairs in Tweet in G5:
[61] #bigdata,#analytics [58] #ai,#machinelearning [53] #machinelearning,#bigdata [51] #iot,#iiot [48] #analytics,#datascience [38] #datascience,#iot [31] #iiot,#rstats [25] #rstats,#javascript [18] #javascript,#reactjs [13] #reactjs,#cloudcomputing Top Word Pairs in Tweet in G6:
[193] #devcommunity,#technology [192] #bigdata,#devcommunity [192] #technology,#programming [182] #programming,#ai [161] #ai,#iiot [70] #iiot,#100daysofcode [39] #100daysofcode,#linux [23] smtp,bot [20] #iiot,#100days [16] #linux,#python Top Word Pairs in Tweet in G7:
[2] powelectrics,offer [2] offer,30 [2] 30,years [2] years,experience [2] experience,delivering [2] delivering,data [2] data,drive [2] drive,business [2] business,decisions [2] decisions,connect Top Word Pairs in Tweet in G8:
[14] artificial,intelligence [13] intelligence,transforms [13] transforms,traditional [13] traditional,manufacturing [13] manufacturing,industries [13] industries,#ai [8] #ai,#machinelearning [6] #machinelearning,#helios [6] #iot,#iiot [4] #helios,#manufacturing Top Word Pairs in Tweet in G9:
[6] increasing,usage [6] usage,#bigdata [6] #bigdata,evolving [6] evolving,#iiot [6] #iiot,automation [6] automation,improving [6] improving,computing [6] computing,power [6] power,increasing [6] increasing,#vc Top Word Pairs in Tweet in G10:
[5] open,source [5] source,intelligence [5] intelligence,#osint [5] #osint,fundamentals [5] fundamentals,search [5] search,engine [5] engine,operators [5] operators,#darkweb [5] #darkweb,#anonymity [5] #anonymity,#security Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
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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:
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Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: