The graph represents a network of 1,444 Twitter users whose tweets in the requested range contained "iiot machinelearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 26 August 2022 at 11:22 UTC.
The requested start date was Friday, 26 August 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, 21-hour, 41-minute period from Tuesday, 23 August 2022 at 02:19 UTC to Friday, 26 August 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 : 1444
Unique Edges : 651
Edges With Duplicates : 15162
Total Edges : 15813
Number of Edge Types : 5
Retweet : 7012
MentionsInRetweet : 7783
Tweet : 744
Mentions : 272
Replies to : 2
Self-Loops : 840
Reciprocated Vertex Pair Ratio : 0.00197384653343203
Reciprocated Edge Ratio : 0.00393991627677912
Connected Components : 9
Single-Vertex Connected Components : 6
Maximum Vertices in a Connected Component : 1433
Maximum Edges in a Connected Component : 15795
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.40533
Graph Density : 0.00194894446972009
Modularity : 0.164484
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 1,444 Twitter users whose tweets in the requested range contained "iiot machinelearning", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 26 August 2022 at 11:22 UTC.
The requested start date was Friday, 26 August 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, 21-hour, 41-minute period from Tuesday, 23 August 2022 at 02:19 UTC to Friday, 26 August 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 machinelearning
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:
[3122] #bigdata,#analytics [2697] #iiot,#python [2343] #analytics,#ai [2184] #machinelearning,#datascience [2052] #iot,#iiot [2019] #python,#rstats [1870] #analytics,#datascience [1865] #datascience,#ai [1713] #ai,#machinelearning [1558] #machinelearning,#iot Top Word Pairs in Tweet in G1:
[1529] #bigdata,#analytics [1480] #machinelearning,#datascience [1316] #iiot,#python [1237] #analytics,#ai [991] #iot,#iiot [988] #python,#rstats [819] #cybersecurity,#bigdata [807] #analytics,#datascience [796] #datascience,#ai [762] #ai,#machinelearning Top Word Pairs in Tweet in G2:
[225] #analytics,#ai [218] #machinelearning,#analytics [216] #datascience,#machinelearning [209] #ai,#ml [208] #ml,#tech [160] #iiot,#python [145] #tech,#iiot [98] #infographic,100 [98] 100,days [98] days,data Top Word Pairs in Tweet in G3:
[573] #analytics,#datascience [573] #datascience,#ai [558] #ai,#machinelearning [555] #bigdata,#analytics [544] #iot,#iiot [528] #machinelearning,#iot [391] #python,#rstats [336] #iiot,#python [156] #rstats,#tensorflow [125] #iiot,#pytorch Top Word Pairs in Tweet in G4:
[153] #bigdata,#analytics [110] #machinelearning,#bigdata [102] #python,#ai [101] #ai,#100daysofcode [100] #iot,#flutter [100] #datascience,#ai [99] #analytics,#datascience [97] #machinelearning,#python [95] #devcommunity,#iot [91] #100daysofcode,#cloud Top Word Pairs in Tweet in G5:
[267] #iiot,#python [263] #bigdata,#analytics [248] #analytics,#ai [221] #python,#rstats [193] #machinelearning,#datascience [193] #cybersecurity,#bigdata [184] #sql,#cybersecurity [181] #ai,#iiot [179] #datascience,#sql [84] cheat,sheet Top Word Pairs in Tweet in G6:
[149] #bigdata,#analytics [137] #iot,#iiot [111] #datascience,#ai [110] #iiot,#python [104] #ai,#machinelearning [100] #analytics,#datascience [89] #machinelearning,#iot [88] #python,#rstats [82] #machinelearning,#datascience [77] #analytics,#ai Top Word Pairs in Tweet in G7:
[135] #analytics,#ai [99] #iiot,#python [93] #datascience,#machinelearning [92] #machinelearning,#analytics [69] #bigdata,#analytics [49] #ai,#ml [49] #ml,#tech [47] #machinelearning,#datascience [45] #datascience,#sql [45] #sql,#cybersecurity Top Word Pairs in Tweet in G8:
[136] #bigdata,#analytics [81] #analytics,#ai [79] #analytics,#datascience [79] #datascience,#ai [77] #iiot,#python [75] #ai,#machinelearning [73] #iot,#iiot [71] #machinelearning,#iot [62] #machinelearning,#datascience [60] #python,#rstats Top Word Pairs in Tweet in G9:
[54] #bigdata,#analytics [50] #iiot,#python [43] #machinelearning,#datascience [41] #analytics,#ai [35] #python,#rstats [29] #datascience,#sql [28] #ai,#iiot [27] #sql,#cybersecurity [27] #iot,#iiot [26] #cybersecurity,#bigdata Top Word Pairs in Tweet in G10:
[91] #analytics,#ai [85] #bigdata,#analytics [78] #iiot,#python [65] #python,#rstats [53] #datascience,#machinelearning [51] #iot,#iiot [47] #machinelearning,#analytics [45] #ai,#machinelearning [45] #analytics,#datascience [45] #datascience,#ai Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G3:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G9:
Top Tweeters in G10: