The graph represents a network of 1,617 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, 03 June 2022 at 10:40 UTC.
The requested start date was Friday, 03 June 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, 6-hour, 42-minute period from Tuesday, 31 May 2022 at 17:17 UTC to Friday, 03 June 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 : 1617
Unique Edges : 1919
Edges With Duplicates : 15831
Total Edges : 17750
Number of Edge Types : 5
Retweet : 6659
MentionsInRetweet : 9260
Mentions : 1026
Tweet : 782
Replies to : 23
Self-Loops : 906
Reciprocated Vertex Pair Ratio : 0.017012123582323
Reciprocated Edge Ratio : 0.0334551047875409
Connected Components : 28
Single-Vertex Connected Components : 18
Maximum Vertices in a Connected Component : 1579
Maximum Edges in a Connected Component : 17702
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.321717
Graph Density : 0.00199037760918949
Modularity : 0.191205
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,617 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, 03 June 2022 at 10:40 UTC.
The requested start date was Friday, 03 June 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, 6-hour, 42-minute period from Tuesday, 31 May 2022 at 17:17 UTC to Friday, 03 June 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:
[3976] #bigdata,#analytics [2619] #analytics,#datascience [2539] #iot,#iiot [2212] #datascience,#ai [2206] #iiot,#python [1953] #python,#rstats [1933] #ai,#machinelearning [1504] #machinelearning,#iot [1424] #ai,#iiot [1331] #cybersecurity,#bigdata Top Word Pairs in Tweet in G1:
[1200] #bigdata,#analytics [819] #iiot,#python [762] #python,#rstats [666] #analytics,#datascience [636] #datascience,#ai [629] #ai,#iiot [601] #cybersecurity,#bigdata [534] #analytics,#ai [512] cheat,sheet [473] #sql,#cybersecurity Top Word Pairs in Tweet in G2:
[429] #bigdata,#analytics [337] #iot,#iiot [282] #analytics,#datascience [266] #datascience,#ai [247] #iiot,#python [215] #digital,#iiot [214] #iiot,#automation [213] welcome,#iot [213] #iot,coffee [213] coffee,talk Top Word Pairs in Tweet in G3:
[2156] #bigdata,#analytics [1520] #analytics,#datascience [1316] #iot,#iiot [1153] #ai,#machinelearning [1152] #datascience,#ai [1029] #iiot,#python [931] #python,#rstats [919] #machinelearning,#iot [611] #machinelearning,#datascience [585] #ai,#iiot Top Word Pairs in Tweet in G4:
[94] #iot,#iiot [69] #bigdata,#analytics [63] #ai,#machinelearning [61] #machinelearning,#deeplearning [60] #datascience,#ai [55] #iiot,#iotpl [51] #analytics,#datascience [50] #iotpl,#iotcl [41] #deeplearning,#mlsogood [40] #art,#aiart Top Word Pairs in Tweet in G5:
[277] #iot,#iiot [192] #javascript,#reactjs [173] #python,#iot [172] #iiot,#pytorch [168] #reactjs,#wordpress [166] #wordpress,#security [166] #security,#defi [102] #pytorch,#ad [102] #ad,#javascript [87] #defi,#buildinginpublic Top Word Pairs in Tweet in G6:
[17] state,#iot [17] #iot,2022 [17] 2022,number [17] number,connected [17] connected,devices [17] devices,growing [17] growing,18 [17] 18,#digitaltransformation [17] #machinelearning,#bigdata [16] r_demidchuk,state Top Word Pairs in Tweet in G7:
[16] #bigdata,#analytics [16] #analytics,#datascience [15] #datascience,#ai [15] #iot,#iiot [12] #ai,#iot [11] #iiot,#python [9] #coding,#100daysofcode [8] #serverless,#linux [7] #linux,#programming [7] #programming,#coding Top Word Pairs in Tweet in G8:
[3] #iot,#iiot [3] #machinelearning,#datascience [2] baker,hughes [2] hughes,collaborates [2] collaborates,c3 [2] c3,ai [2] ai,accenture [2] accenture,microsoft [2] microsoft,industrial [2] industrial,asset Top Word Pairs in Tweet in G9:
[2] top,hashtags [2] #iiot,#ml [2] best,data [2] data,science [2] science,tools [2] tools,software [2] software,2022 [2] 2022,#datascience [2] #datascience,#analytics [2] #analytics,#devops Top Word Pairs in Tweet in G10:
[4] ingliguori,cc [3] #ai,#iot [2] explore,#machinelearning [2] #machinelearning,use [2] use,cases [2] cases,ingliguori [2] cc,masterofiot [2] masterofiot,cern [2] cern,awadallah [2] awadallah,dennybritz Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
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: