The graph represents a network of 1,575 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, 22 April 2022 at 10:27 UTC.
The requested start date was Friday, 22 April 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, 16-hour, 53-minute period from Tuesday, 19 April 2022 at 07:06 UTC to Friday, 22 April 2022 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 : 1575
Unique Edges : 2201
Edges With Duplicates : 16410
Total Edges : 18611
Number of Edge Types : 5
Retweet : 6623
MentionsInRetweet : 9933
Tweet : 790
Mentions : 1164
Replies to : 101
Self-Loops : 952
Reciprocated Vertex Pair Ratio : 0.0152810623976715
Reciprocated Edge Ratio : 0.0301021322343666
Connected Components : 31
Single-Vertex Connected Components : 17
Maximum Vertices in a Connected Component : 1525
Maximum Edges in a Connected Component : 18547
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.379807
Graph Density : 0.00225126560577641
Modularity : 0.183933
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,575 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, 22 April 2022 at 10:27 UTC.
The requested start date was Friday, 22 April 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, 16-hour, 53-minute period from Tuesday, 19 April 2022 at 07:06 UTC to Friday, 22 April 2022 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:
[3645] #iot,#iiot [2489] #bigdata,#analytics [1962] #analytics,#datascience [1886] #datascience,#ai [1561] #ai,#machinelearning [1460] #iiot,#pytorch [1418] #python,#rstats [1355] #machinelearning,#iot [798] #javascript,#reactjs [746] #pytorch,#python Top Word Pairs in Tweet in G1:
[620] #iot,#iiot [421] gave,kred [421] kred,#influence [330] eli_krumova,gave [330] welcome,#iot [330] #iot,coffee [330] coffee,talk [330] chat,#digital [330] #digital,#iiot [330] #iiot,#automation Top Word Pairs in Tweet in G2:
[1348] #iot,#iiot [1238] #bigdata,#analytics [986] #analytics,#datascience [885] #datascience,#ai [737] #ai,#machinelearning [618] #machinelearning,#iot [569] #python,#rstats [509] #iiot,#pytorch [325] #pytorch,#python [288] #iiot,#python Top Word Pairs in Tweet in G3:
[297] #bigdata,#analytics [253] #iot,#iiot [220] #datascience,#ai [210] #analytics,#datascience [179] #machinelearning,#iot [178] #ai,#machinelearning [110] #python,#rstats [102] free,book [102] book,available [102] available,#bigdata Top Word Pairs in Tweet in G4:
[383] #iot,#iiot [370] #bigdata,#analytics [354] #analytics,#datascience [351] #datascience,#ai [307] #python,#rstats [291] #ai,#machinelearning [277] #machinelearning,#iot [193] #iiot,#pytorch [188] #pytorch,#python [112] #iiot,#python Top Word Pairs in Tweet in G5:
[69] #iot,#iiot [32] #iiot,#iotpl [31] #iotpl,#iotcl [30] #datascience,#ai [28] pdf,ebook [25] free,266 [25] 266,pdf [25] ebook,integrating [25] integrating,#iot [25] #iot,#machinelearning Top Word Pairs in Tweet in G6:
[942] #iot,#iiot [509] #iiot,#pytorch [441] #python,#iot [396] #javascript,#reactjs [335] #iiot,#azure [307] #python,#roblox [306] #roblox,#iot [305] #azure,#pytorch [299] #pytorch,#cython [286] #reactjs,#wordpress Top Word Pairs in Tweet in G7:
[96] #ai,#datasecurity [96] #datasecurity,#datascientist [96] #datascientist,#dataanalytics [84] #dataanalytics,#python [79] #python,#rstats [79] #rstats,#reactjs [74] #reactjs,#iiot [59] yuhelenyu,top [41] #bigdata,#analytics [36] #iiot,#machinelearning Top Word Pairs in Tweet in G8:
[6] #iot,#smartcity [6] #smartcity,technology [6] technology,works [6] works,#ai [6] #ai,#smarthome [6] #smarthome,#iiot [6] #iiot,#insurtech [6] #insurtech,#tech4good [6] #tech4good,gvalan [6] #ai,#ml Top Word Pairs in Tweet in G9:
[29] #digitaltransformation,#machinelearning [24] welcome,#iot [24] #iot,coffee [24] coffee,talk [24] chat,#digital [24] #digital,#iiot [24] #iiot,#automation [21] #automation,#digitaltwins [16] #machinelearning,#bigdata [14] gartner_it's,2021 Top Word Pairs in Tweet in G10:
[4] #iot,#iiot [3] #smartfactories,longer [3] longer,realm [3] realm,science [3] science,fiction [3] fiction,arrived [3] arrived,vast [3] vast,majority [3] majority,leaders [3] leaders,manufacturing Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G5:
Top Replied-To in G6:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
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Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: