The graph represents a network of 1,022 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, 08 October 2021 at 10:30 UTC.
The requested start date was Friday, 08 October 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 3-day, 3-hour, 18-minute period from Monday, 04 October 2021 at 20:41 UTC to Friday, 08 October 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 : 1022
Unique Edges : 1243
Edges With Duplicates : 15327
Total Edges : 16570
Number of Edge Types : 5
Retweet : 7097
MentionsInRetweet : 8250
Mentions : 571
Tweet : 645
Replies to : 7
Self-Loops : 1006
Reciprocated Vertex Pair Ratio : 0.00806234883095942
Reciprocated Edge Ratio : 0.0159957344708078
Connected Components : 41
Single-Vertex Connected Components : 30
Maximum Vertices in a Connected Component : 967
Maximum Edges in a Connected Component : 16511
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.34677
Graph Density : 0.00359476435174448
Modularity : 0.138891
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,022 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, 08 October 2021 at 10:30 UTC.
The requested start date was Friday, 08 October 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 3-day, 3-hour, 18-minute period from Monday, 04 October 2021 at 20:41 UTC to Friday, 08 October 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:
[2818] #bigdata,#analytics [2341] #analytics,#datascience [2336] #iot,#iiot [1984] #devcommunity,#technology [1978] #datascience,#ai [1836] #bigdata,#devcommunity [1682] #technology,#programming [1521] #programming,#ai [1516] #ai,#machinelearning [1456] #ai,#iiot Top Word Pairs in Tweet in G1:
[1984] #bigdata,#analytics [1704] #iot,#iiot [1626] #analytics,#datascience [1323] #datascience,#ai [1020] #devcommunity,#technology [999] #ai,#machinelearning [948] #bigdata,#devcommunity [897] #python,#rstats [831] #technology,#programming [749] #programming,#ai Top Word Pairs in Tweet in G2:
[656] #devcommunity,#technology [610] #technology,#programming [597] #bigdata,#devcommunity [558] #programming,#ai [497] #ai,#iiot [270] #iiot,#100daysofcode [235] #iot,#iiot [184] #bigdata,#analytics [168] #100daysofcode,#linux [167] #python,#rstats Top Word Pairs in Tweet in G3:
[184] #devcommunity,#technology [175] #bigdata,#devcommunity [169] #ai,#iiot [138] #technology,#programming [121] #programming,#ai [110] #bigdata,#analytics [87] #analytics,#datascience [83] #machinelearning,#ai [76] #datascience,#ai [67] #iot,#iiot Top Word Pairs in Tweet in G4:
[416] #bigdata,#analytics [393] #analytics,#datascience [368] #datascience,#ai [298] #ai,#machinelearning [227] #iot,#iiot [172] #python,#rstats [148] #machinelearning,#iot [133] #iiot,#python [77] #iiot,#pytorch [74] #devcommunity,#technology Top Word Pairs in Tweet in G5:
[72] #ai,#ml [70] #data,#datascience [70] #datascience,#dataanalytics [70] #dataanalytics,#ai [70] #ml,#statistics [68] data,analytics [67] infographic,data [67] steps,#data [66] analytics,steps [66] #statistics,#datasets Top Word Pairs in Tweet in G6:
[43] #devcommunity,#technology [41] #bigdata,#devcommunity [35] #technology,#programming [34] #iot,#iiot [30] #programming,#ai [29] #bigdata,#analytics [28] #ai,#iiot [25] #ai,#machinelearning [24] gt,gt [19] #analytics,#datascience Top Word Pairs in Tweet in G7:
[36] #bigdata,#analytics [23] #analytics,#ai [23] #infographic,learning [23] learning,path [23] path,becoming [23] becoming,#datascientist [23] #datascientist,ingliguori [23] ingliguori,#datascientists [23] #datascientists,#python [22] #python,#bigdata Top Word Pairs in Tweet in G8:
[5] insight,partners [3] #iiot,#ai [3] partners,unites [3] unites,olea [2] books,changed [2] changed,life [2] life,#digitaltransformation [2] #digitaltransformation,#artists [2] #artists,#art [2] #art,#machinelearning Top Word Pairs in Tweet in G9:
[15] #ai,#machinelearning [15] #iiot,#iotpl [13] #iot,#iiot [11] #bigdata,#datascience [10] #datascience,#ai [10] #iotpl,#iotcommunity [8] #datascience,#machinelearning [6] #digitaltransformation,#iiot [5] #machinelearning,#iot [5] #ai,people Top Word Pairs in Tweet in G10:
[2] #ai,predict [2] predict,rain [2] rain,two [2] two,hours' [2] hours',time [2] time,#iot [2] #iot,#machinelearning [2] #machinelearning,#innovation [2] #innovation,#futuretech [2] #ai,adoption Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: