The graph represents a network of 5 291 Twitter users whose recent tweets contained "#MachineLearning", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18 000 tweets. The network was obtained from Twitter on Saturday, 10 October 2020 at 14:04 UTC.
The tweets in the network were tweeted over the 21-hour, 52-minute period from Friday, 09 October 2020 at 13:34 UTC to Saturday, 10 October 2020 at 11:27 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 : 5291
Unique Edges : 21668
Edges With Duplicates : 19672
Total Edges : 41340
Number of Edge Types : 5
Retweet : 15628
Tweet : 2314
MentionsInRetweet : 19546
Mentions : 3690
Replies to : 162
Self-Loops : 2616
Reciprocated Vertex Pair Ratio : 0,0184660790491764
Reciprocated Edge Ratio : 0,0362625313283208
Connected Components : 254
Single-Vertex Connected Components : 133
Maximum Vertices in a Connected Component : 4819
Maximum Edges in a Connected Component : 40859
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3,336976
Graph Density : 0,000912345713858001
Modularity : 0,339024
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 5 291 Twitter users whose recent tweets contained "#MachineLearning", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18 000 tweets. The network was obtained from Twitter on Saturday, 10 October 2020 at 14:04 UTC.
The tweets in the network were tweeted over the 21-hour, 52-minute period from Friday, 09 October 2020 at 13:34 UTC to Saturday, 10 October 2020 at 11:27 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 : TwitterSearch
Graph Term : #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:
[3881] #ai,#machinelearning [2865] machine,learning [2559] #iot,#iiot [2437] #machinelearning,#iot [2348] #bigdata,#analytics [2067] #python,#rstats [2016] #javascript,#reactjs [1957] #programming,#coding [1952] #machinelearning,#deeplearning [1938] #analytics,#datascience Top Word Pairs in Tweet in G1:
[2050] #iot,#iiot [1945] #machinelearning,#iot [1942] #ai,#machinelearning [1857] #bigdata,#analytics [1664] #python,#rstats [1622] #javascript,#reactjs [1594] #programming,#coding [1543] #coding,#100daysofcode [1489] #analytics,#datascience [1381] #datascience,#ai Top Word Pairs in Tweet in G2:
[1138] machine,learning [400] #ai,#machinelearning [275] #machinelearning,#deeplearning [275] #artificialintelligence,#machinelearning [171] #machinelearning,#artificialintelligence [168] #machinelearning,#ai [160] artificial,intelligence [155] #datascience,#machinelearning [155] #machinelearning,#datascience [152] #analytics,#datascience Top Word Pairs in Tweet in G3:
[978] #ai,#machinelearning [882] #machinelearning,#deeplearning [597] #artificialintelligence,#machinelearning [384] machine,learning [370] #iot,#iiot [348] #bigdata,#analytics [336] #machinelearning,#iot [296] #ai,#artificialintelligence [292] #javascript,#reactjs [282] #python,#rstats Top Word Pairs in Tweet in G4:
[101] #ai,#machinelearning [54] #artificialintelligence,#machinelearning [49] #quantumcomputing,#machinelearning [48] machine,learning [47] official,recipient [47] recipient,google [47] google,phd [47] phd,fellowship [47] fellowship,honour [47] honour,hope Top Word Pairs in Tweet in G5:
[280] #ai,#machinelearning [261] #datascience,#100daysofcode [261] #machinelearning,#rstats [259] #100daysofcode,#100daysofmlcode [259] #100daysofmlcode,#ai [250] remember,excel [250] excel,database [250] database,#datascience [22] #rstats,#python [15] dataartisan1,remember Top Word Pairs in Tweet in G6:
[15] #ai,#machinelearning [14] #artificialintelligence,#machinelearning [10] #machinelearning,#deeplearning [9] machine,learning [6] #datascience,#machinelearning [5] learning,tools [5] tools,cybersecurity [5] cybersecurity,#machinelearning [4] artificial,intelligence [4] #machinelearning,#datascience Top Word Pairs in Tweet in G7:
[126] #machinelearning,#ai [126] #ar,#vr [119] piano,music [119] music,performance [119] performance,fake [119] fake,generated [119] generated,midi [119] midi,file [119] file,includes [119] includes,fingering Top Word Pairs in Tweet in G8:
[91] machine,learning [87] #machinelearning,#ad [28] data,science [18] 2020,#machinelearning [16] learning,data [15] #ai,#machinelearning [15] science,#machinelearning [14] #artificialintelligence,#machinelearning [14] big,data [12] deep,learning Top Word Pairs in Tweet in G9:
[19] code,papers [18] #machinelearning,arxiv [18] arxiv,authors [18] authors,link [18] link,code [18] papers,user [18] user,page [18] page,paperswithcode [9] #artificialintelligence,#sztucznainteligencja [8] #ai,#artificialintelligence Top Word Pairs in Tweet in G10:
[29] talented,#postdocs [29] #postdocs,#photonics [29] #photonics,#quantum [29] #quantum,photonics [29] photonics,#machinelearning [29] #machinelearning,#optics [29] #optics,spread [29] spread,word [29] word,reach [29] reach,purduequantum Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: