The graph represents a network of 953 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 December 2021 at 11:28 UTC.
The requested start date was Friday, 03 December 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 1-day, 23-hour, 30-minute period from Wednesday, 01 December 2021 at 01:30 UTC to Friday, 03 December 2021 at 01:00 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 : 953
Unique Edges : 954
Edges With Duplicates : 15529
Total Edges : 16483
Number of Edge Types : 5
Retweet : 7146
MentionsInRetweet : 8158
Tweet : 683
Mentions : 481
Replies to : 15
Self-Loops : 894
Reciprocated Vertex Pair Ratio : 0.00704638872577804
Reciprocated Edge Ratio : 0.0139941690962099
Connected Components : 15
Single-Vertex Connected Components : 9
Maximum Vertices in a Connected Component : 934
Maximum Edges in a Connected Component : 16463
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.356385
Graph Density : 0.0037806308252577
Modularity : 0.121187
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 953 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 December 2021 at 11:28 UTC.
The requested start date was Friday, 03 December 2021 at 01:01 UTC and the maximum number of tweets (going backward in time) was 7,500.
The tweets in the network were tweeted over the 1-day, 23-hour, 30-minute period from Wednesday, 01 December 2021 at 01:30 UTC to Friday, 03 December 2021 at 01:00 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:
[3295] #iot,#iiot [3002] #bigdata,#analytics [2405] #analytics,#datascience [2261] #datascience,#ai [2038] #bigdata,#devcommunity [2023] #devcommunity,#technology [1845] #python,#rstats [1673] #ai,#machinelearning [1608] #machinelearning,#iot [1493] #technology,#programming Top Word Pairs in Tweet in G1:
[351] #iot,#iiot [247] #bigdata,#devcommunity [246] #devcommunity,#technology [172] #technology,#programming [164] #machinelearning,#ai [153] #datascience,#ai [151] #ai,#iiot [151] #programming,#ai [149] #bigdata,#analytics [148] #analytics,#machinelearning Top Word Pairs in Tweet in G2:
[2122] #iot,#iiot [2072] #bigdata,#analytics [1630] #analytics,#datascience [1521] #datascience,#ai [1219] #python,#rstats [1095] #ai,#machinelearning [1061] #machinelearning,#iot [950] #bigdata,#devcommunity [941] #devcommunity,#technology [793] #iiot,#pytorch Top Word Pairs in Tweet in G3:
[130] #bigdata,#analytics [115] #iot,#iiot [106] #analytics,#datascience [96] #datascience,#ai [60] #ai,#iot [50] ingliguori,#bigdata [48] #iiot,#pytorch [46] #ai,#machinelearning [44] #python,#rstats [43] #pytorch,#python Top Word Pairs in Tweet in G4:
[299] #bigdata,#analytics [280] #analytics,#datascience [256] #iot,#iiot [248] #datascience,#ai [231] #machinelearning,#iot [220] #ai,#machinelearning [149] #python,#rstats [126] #iiot,#pytorch [120] #pytorch,#python [76] #iiot,#python Top Word Pairs in Tweet in G5:
[94] #bigdata,#analytics [55] #python,#rstats [53] #iiot,#pytorch [48] #analytics,#datascience [48] #ai,#iiot [47] #datascience,#ai [47] #pytorch,#python [44] #datascience,#bigdata [44] #analytics,#ai [43] #iot,#iiot Top Word Pairs in Tweet in G6:
[787] #bigdata,#devcommunity [782] #devcommunity,#technology [623] #technology,#programming [564] #programming,#ai [512] #ai,#iiot [286] #iiot,#100daysofcode [235] #100daysofcode,#linux [183] #linux,#python [168] #womenwhocode,#cybersecurity [168] #cybersecurity,#datascience Top Word Pairs in Tweet in G7:
[118] #iot,#iiot [75] #machinelearning,#ai [73] #analytics,#machinelearning [63] #python,#rstats [63] #bigdata,#analytics [50] #analytics,#datascience [48] #datascience,#ai [47] #ai,#machinelearning [42] #ai,#iot [40] #ai,#python Top Word Pairs in Tweet in G8:
[69] #python,#rstats [67] #iot,#iiot [62] #analytics,#machinelearning [62] #machinelearning,#ai [60] #ai,#python [56] #rstats,#reactjs [55] #reactjs,#iot [27] robot,recreate [27] recreate,piece [27] piece,art Top Word Pairs in Tweet in G9:
[91] #iot,#iiot [72] #bigdata,#analytics [62] #analytics,#datascience [59] #datascience,#ai [54] #python,#rstats [52] #ai,#machinelearning [52] #machinelearning,#iot [35] #iiot,#python [21] #iiot,#pytorch [20] #machinelearning,#ai Top Word Pairs in Tweet in G10:
[11] #iot,#iiot [8] #ai,#iot [7] #iiot,#iot [7] #iot,#ai [6] #iot,#machinelearning [5] #iiot,#deeplearning [4] #wearable,tech [4] tech,trends [4] trends,#iot [4] #iot,leads 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:
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Top Mentioned in G3:
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Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: