The graph represents a network of 1,255 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, 27 May 2022 at 10:41 UTC.
The requested start date was Friday, 27 May 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, 15-hour, 12-minute period from Tuesday, 24 May 2022 at 08:47 UTC to Thursday, 26 May 2022 at 23:59 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 : 1255
Unique Edges : 1509
Edges With Duplicates : 14933
Total Edges : 16442
Number of Edge Types : 5
MentionsInRetweet : 7792
Mentions : 1323
Retweet : 6419
Replies to : 31
Tweet : 877
Self-Loops : 1337
Reciprocated Vertex Pair Ratio : 0.0132932029094557
Reciprocated Edge Ratio : 0.0262376237623762
Connected Components : 30
Single-Vertex Connected Components : 16
Maximum Vertices in a Connected Component : 1210
Maximum Edges in a Connected Component : 16385
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.403151
Graph Density : 0.00256708413554713
Modularity : 0.160477
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,255 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, 27 May 2022 at 10:41 UTC.
The requested start date was Friday, 27 May 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, 15-hour, 12-minute period from Tuesday, 24 May 2022 at 08:47 UTC to Thursday, 26 May 2022 at 23:59 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:
[3633] #iot,#iiot [3309] #bigdata,#analytics [2806] #analytics,#datascience [2603] #ai,#machinelearning [2535] #datascience,#ai [2427] #machinelearning,#iot [1312] #iiot,#pytorch [1108] #python,#rstats [1073] data,science [1025] science,virtual Top Word Pairs in Tweet in G1:
[2121] #bigdata,#analytics [2106] #iot,#iiot [1836] #analytics,#datascience [1737] #ai,#machinelearning [1662] #datascience,#ai [1618] #machinelearning,#iot [926] data,science [911] science,virtual [911] virtual,server [911] server,#bigdata Top Word Pairs in Tweet in G2:
[585] #bigdata,#analytics [511] #iot,#iiot [498] #analytics,#datascience [429] #ai,#machinelearning [420] #datascience,#ai [381] #machinelearning,#iot [283] #python,#rstats [249] #iiot,#pytorch [210] #iiot,#python [165] #pytorch,#python Top Word Pairs in Tweet in G3:
[139] #bigdata,#analytics [128] #iot,#iiot [107] #analytics,#datascience [107] #ml,#iiot [106] chidambara09,#digitalhealth [106] #digitalhealth,#datascientist [106] #datascientist,#mwc22 [106] #mwc22,#ai [106] #ai,#healthtech [106] #healthtech,#ml Top Word Pairs in Tweet in G4:
[595] #datascientist,#mwc22 [595] #mwc22,#ai [595] #ai,#healthtech [595] #healthtech,#ml [595] #ml,#iiot [595] #iiot,#cx [595] #cx,#women [592] #digitalhealth,#datascientist [589] #women,#ehealth [587] #ehealth,#ces2023 Top Word Pairs in Tweet in G5:
[631] #iot,#iiot [289] #bigdata,#analytics [250] #iiot,#pytorch [233] #machinelearning,#iot [231] #analytics,#datascience [217] #javascript,#reactjs [216] #ai,#machinelearning [212] #datascience,#ai [170] #ai,#iot [169] #reactjs,#wordpress Top Word Pairs in Tweet in G6:
[27] #machinelearning,#bigdata [23] #digitaltransformation,#machinelearning [23] #bigdata,#analytics [19] #iot,#iiot [18] #analytics,#datascience [18] #datascience,#ai [16] #ai,#machinelearning [15] r_demidchuk,evolution [15] #ai,#iiot [15] #machinelearning,#iot Top Word Pairs in Tweet in G7:
[8] introducing,products [8] products,embedded_world [8] embedded_world,interested [8] interested,blogging [8] blogging,know [8] know,submit [8] submit,content [7] embedded_comp,introducing [7] content,alway Top Word Pairs in Tweet in G8:
[6] #python,#rstats [5] #iot,#iiot [5] #analytics,#datascience [5] #datascience,#ai [5] #java,#javascript [5] #linux,#programming [5] #programming,#coding [5] #coding,#100daysofcode [4] #bigdata,#analytics [4] #machinelearning,#iot Top Word Pairs in Tweet in G9:
[9] face,recognition [9] check,five [9] five,drivers [9] drivers,growth [9] growth,saas [9] saas,analytics [9] analytics,#internetofthings [9] #internetofthings,#analytics [8] work365apps,check [8] #analytics,#cl Top Word Pairs in Tweet in G10:
[196] welcome,#iot [196] #iot,coffee [196] coffee,talk [196] chat,#digital [196] #digital,#iiot [196] #iiot,#automation [194] #automation,#digitaltwins [193] #digitaltwins,#edge [192] #edge,#iotpl [189] #iotpl,#iotcl Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G7:
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: