The graph represents a network of 1,399 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, 18 March 2022 at 10:22 UTC.
The requested start date was Friday, 18 March 2022 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, 5-hour, 59-minute period from Tuesday, 15 March 2022 at 17:49 UTC to Thursday, 17 March 2022 at 23:48 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 : 1399
Unique Edges : 2045
Edges With Duplicates : 16802
Total Edges : 18847
Number of Edge Types : 5
Retweet : 6847
MentionsInRetweet : 10131
Replies to : 91
Mentions : 1104
Tweet : 674
Self-Loops : 978
Reciprocated Vertex Pair Ratio : 0.00960163432073544
Reciprocated Edge Ratio : 0.01902063941724
Connected Components : 20
Single-Vertex Connected Components : 14
Maximum Vertices in a Connected Component : 1375
Maximum Edges in a Connected Component : 18822
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.350258
Graph Density : 0.0025268406515588
Modularity : 0.168294
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,399 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, 18 March 2022 at 10:22 UTC.
The requested start date was Friday, 18 March 2022 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, 5-hour, 59-minute period from Tuesday, 15 March 2022 at 17:49 UTC to Thursday, 17 March 2022 at 23:48 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:
[3655] #iot,#iiot [2584] #bigdata,#analytics [1969] #analytics,#datascience [1889] #datascience,#ai [1726] #iiot,#pytorch [1466] #python,#rstats [1399] #ai,#machinelearning [1311] #machinelearning,#iot [1291] #javascript,#reactjs [1210] #ai,#iot Top Word Pairs in Tweet in G1:
[1695] #bigdata,#analytics [1368] #analytics,#datascience [1281] #iot,#iiot [1265] #datascience,#ai [957] #ai,#machinelearning [930] #machinelearning,#iot [852] #python,#rstats [672] #iiot,#pytorch [577] #pytorch,#python [364] #rstats,#reactjs Top Word Pairs in Tweet in G2:
[514] #iot,#iiot [480] kred,#influence [474] gave,kred [331] #devcommunity,#technology [323] #bigdata,#devcommunity [306] #ai,#iiot [300] #ai,#ml [295] eli_krumova,gave [294] #technology,#programming [283] #programming,#ai Top Word Pairs in Tweet in G3:
[259] #bigdata,#analytics [252] #analytics,#datascience [245] #datascience,#ai [230] #iot,#iiot [205] #ai,#machinelearning [189] #machinelearning,#iot [148] #python,#rstats [133] #iiot,#pytorch [128] #pytorch,#python [85] #rstats,#tensorflow Top Word Pairs in Tweet in G4:
[78] #bigdata,#analytics [51] #iot,#iiot [49] #analytics,#datascience [49] #datascience,#ai [44] #iiot,#python [38] #bigdata,#ai [38] #ai,#tech [34] #python,#javascript [33] #tech,#iiot [31] #analytics,#ai Top Word Pairs in Tweet in G5:
[1523] #iot,#iiot [971] #javascript,#reactjs [777] #ai,#iot [760] #reactjs,#wordpress [751] #iiot,#pytorch [690] #pytorch,#javascript [670] #wordpress,#security [623] #python,#ai [588] #security,#defi [532] #python,#iot Top Word Pairs in Tweet in G6:
[140] #ai,#datasecurity [140] #datasecurity,#datascientist [140] #datascientist,#dataanalytics [139] #dataanalytics,#python [137] #web3,#ai [136] #reactjs,#iiot [128] #python,#rstats [121] #rstats,#reactjs [77] #iiot,#ml [53] data,science Top Word Pairs in Tweet in G7:
[66] #ai,#datasecurity [66] #datasecurity,#datascientist [65] #datascientist,#dataanalytics [65] #rstats,#reactjs [51] #dataanalytics,#pythondeveloper [51] #pythondeveloper,#rstats [46] #reactjs,#iiot [33] #bigdata,#analytics [27] useful,infosec [27] infosec,tools Top Word Pairs in Tweet in G8:
[12] gt,gt [10] #ai,#aiio [10] #aiio,#bigdata [10] #fact,digital [10] digital,technology [10] technology,drives [10] drives,revenue [10] revenue,efficiency [10] efficiency,check [10] check,#infographic Top Word Pairs in Tweet in G9:
[4] #iot,#iiot [3] #ai,#machinelearning [3] intel,invest [3] invest,33bn [3] 33bn,eu [3] eu,semiconductor [3] semiconductor,manufacturing [3] manufacturing,network [3] network,#rt [3] #rt,#intel Top Word Pairs in Tweet in G10:
[2] data,#ai [2] #ai,improve [2] improve,health [2] health,cities [2] cities,#bigdata [2] #bigdata,#smartcities [2] #smartcities,#smarthome [2] #smarthome,#iiot Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G7:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G9:
Top Tweeters in G10: