The graph represents a network of 1,948 Twitter users whose recent tweets contained "#Bigdata", 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 Tuesday, 20 April 2021 at 18:43 UTC.
The tweets in the network were tweeted over the 7-hour, 51-minute period from Tuesday, 20 April 2021 at 10:04 UTC to Tuesday, 20 April 2021 at 17:56 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 : 1948
Unique Edges : 4810
Edges With Duplicates : 19136
Total Edges : 23946
Number of Edge Types : 5
Retweet : 17090
Tweet : 2820
MentionsInRetweet : 2849
Mentions : 1125
Replies to : 62
Self-Loops : 3367
Reciprocated Vertex Pair Ratio : 0.0169213973799127
Reciprocated Edge Ratio : 0.0332796564680623
Connected Components : 222
Single-Vertex Connected Components : 110
Maximum Vertices in a Connected Component : 1475
Maximum Edges in a Connected Component : 23351
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.351968
Graph Density : 0.00147359861799704
Modularity : 0.167716
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,948 Twitter users whose recent tweets contained "#Bigdata", 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 Tuesday, 20 April 2021 at 18:43 UTC.
The tweets in the network were tweeted over the 7-hour, 51-minute period from Tuesday, 20 April 2021 at 10:04 UTC to Tuesday, 20 April 2021 at 17:56 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 : #Bigdata
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:
[16605] #machinelearning,#bigdata [16452] #ai,#datascience [16440] #artificialintelligence,#ai [15385] read,more [15376] more,#artificialintelligence [15271] #deeplearning,#nlp [14720] #nlp,#robots [14441] #robots,#iot [11354] #bigdata,#deeplearning [11353] artificial,intelligence Top Word Pairs in Tweet in G1:
[3684] #machinelearning,#bigdata [3616] #ai,#datascience [3603] #artificialintelligence,#ai [3429] #100daysofcode,#python [3320] #deeplearning,#nlp [3215] read,more [3213] more,#artificialintelligence [3168] #nlp,#robots [3085] #robots,#iot [2916] artificial,intelligence Top Word Pairs in Tweet in G2:
[113] #ai,#ml [110] #devcommunity,#coding [109] #coding,#womenwhocode [109] #codenewbie,#womenintech [109] #womenintech,#100daysofcode [109] #100daysofcode,#ai [109] #devops,#serverless [108] #coders,#devops [107] #womenwhocode,#codenewbie [104] #programming,#nlp Top Word Pairs in Tweet in G3:
[11623] #machinelearning,#bigdata [11598] #artificialintelligence,#ai [11597] #ai,#datascience [11098] read,more [11097] more,#artificialintelligence [10831] #deeplearning,#nlp [10460] #nlp,#robots [10298] #robots,#iot [8482] #datascience,#machinelearning [8361] #bigdata,#deeplearning Top Word Pairs in Tweet in G4:
[415] #machinelearning,#bigdata [389] #ai,#datascience [389] #artificialintelligence,#ai [352] #deeplearning,#nlp [349] #nlp,#robots [342] read,more [342] more,#artificialintelligence [342] #robots,#iot [271] #bigdata,#deeplearning [270] artificial,intelligence Top Word Pairs in Tweet in G5:
[19] #bigdata,#digital [12] #frenchtech,#bigdata [11] big,data [11] #digital,#digitaltransformation [9] #digitaltransformation,#bigdata [8] #bigdata,#analytics [7] #cloud,#iot [7] #bigdata,#security [6] #tech,#technology [6] #technology,#blockchain Top Word Pairs in Tweet in G6:
[43] #bigdata,#datascience [40] #bigdata,#machinelearning [33] #mathematics,#statistics [31] distance,measures [31] measures,#datascience [31] #datascience,maartengr [31] maartengr,#bigdata [31] #machinelearning,#mathematics [29] #datascience,#ai [19] #datascience,#machinelearning Top Word Pairs in Tweet in G7:
[751] #machinelearning,#bigdata [742] #artificialintelligence,#ai [742] #ai,#datascience [731] #100daysofcode,#python [697] #datascience,#100daysofcode [697] #python,#machinelearning [689] #deeplearning,#nlp [678] #bigdata,#deeplearning [658] #nlp,#robots [641] #robots,#iot Top Word Pairs in Tweet in G8:
[37] france,soviétise [37] soviétise,depuis [37] depuis,ans [37] ans,dictature [37] dictature,sanitaire [37] sanitaire,imposée [37] imposée,par [37] par,#macron [37] #macron,disciple [37] disciple,mondialisme Top Word Pairs in Tweet in G9:
[37] #getmoreinsights,#coolerdata [37] #coolerdata,#data [11] #data,#bigdata [9] machine,learning [9] #machinelearning,#artificialintelligence [9] #bigdata,#machinelearning [8] #machinelearning,#bigdata [8] big,data [7] #data,#computervision [7] #bigdata,#analytics Top Word Pairs in Tweet in G10:
[9] #bigdata,#cloud [6] fast,growing [6] growing,european [6] european,digital [6] digital,#technology [6] #technology,startup [6] startup,apply [6] apply,eit_digital [6] eit_digital,challenge [6] challenge,2021 Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G9:
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 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: