The graph represents a network of 3,333 Twitter users whose recent tweets contained "#DataScience", 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 Friday, 12 November 2021 at 19:33 UTC.
The tweets in the network were tweeted over the 18-hour, 59-minute period from Thursday, 11 November 2021 at 22:22 UTC to Friday, 12 November 2021 at 17:22 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 : 3333
Unique Edges : 11109
Edges With Duplicates : 20076
Total Edges : 31185
Number of Edge Types : 5
Retweet : 15475
Tweet : 2878
MentionsInRetweet : 10573
Replies to : 104
Mentions : 2155
Self-Loops : 3329
Reciprocated Vertex Pair Ratio : 0.0158414434893798
Reciprocated Edge Ratio : 0.0311888111888112
Connected Components : 295
Single-Vertex Connected Components : 139
Maximum Vertices in a Connected Component : 2709
Maximum Edges in a Connected Component : 30372
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.576023
Graph Density : 0.00128764377037944
Modularity : 0.295339
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,333 Twitter users whose recent tweets contained "#DataScience", 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 Friday, 12 November 2021 at 19:33 UTC.
The tweets in the network were tweeted over the 18-hour, 59-minute period from Thursday, 11 November 2021 at 22:22 UTC to Friday, 12 November 2021 at 17:22 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 : #DataScience
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2819] #datascience,#ai [2562] #coding,#100daysofcode [2556] #bigdata,#analytics [2408] #programming,#coding [2354] #python,#datascience [2217] #analytics,#datascience [2163] #javascript,#reactjs [2133] #100daysofcode,#datascience [2045] #iot,#iiot [1993] #python,#rstats Top Word Pairs in Tweet in G1:
[2169] #datascience,#ai [2007] #100daysofcode,#datascience [1948] #coding,#100daysofcode [1819] #programming,#coding [1801] #python,#serverless [1792] #bigdata,#analytics [1787] #python,#datascience [1644] #javascript,#reactjs [1611] #analytics,#datascience [1533] #devcommunity,#python Top Word Pairs in Tweet in G2:
[376] #bigdata,#analytics [373] #datascience,#bigdata [359] #ai,#machinelearning [349] #machinelearning,#datascience [343] #python,#datascience [330] #datascience,#ai [307] #bigdata,#deeplearning [301] #coding,#100daysofcode [295] #machinelearning,#ai [289] #analytics,#datascience Top Word Pairs in Tweet in G3:
[632] #datavisualization,#datascience [629] #datascience,#analytics [626] data,scientists [624] 2021,11 [624] #analytics,#data [622] updated,covid [622] covid,insights [622] insights,data [622] scientists,usafacts [622] usafacts,#datavisualization Top Word Pairs in Tweet in G4:
[276] #bigdata,#analytics [223] #iot,#iiot [217] #python,#rstats [217] #coding,#100daysofcode [214] #programming,#coding [205] #ai,#machinelearning [203] #javascript,#reactjs [203] #datascientist,#linux [202] #serverless,#datascientist [198] #rstats,#tensorflow Top Word Pairs in Tweet in G5:
[37] data,science [15] #datascience,#intoainews [13] #datascience,#ai [10] #machinelearning,#datascience [9] #datascience,#machinelearning [8] #ai,#datascience [8] #datascience,#ml [7] #datascience,#dataanalytics [7] #ai,#artificialintelligence [6] #datascience,#data Top Word Pairs in Tweet in G6:
[264] #bigdata,#100daysofcode [264] #100daysofcode,#javascript [263] #datascience,#finserv [263] #linux,#insurtech [262] #javascript,#frenchtech [262] #frenchtech,#flutter [261] #insurtech,#womenwhocode [259] #ces2022,#socialmedia [257] #technology,#ces2022 [256] betamoroney,enilev Top Word Pairs in Tweet in G7:
[42] today,streamlit [42] streamlit,giveaway [42] giveaway,day [42] day,giving [42] giving,away [42] away,more [42] more,copies [42] copies,tylerjrichards's [42] tylerjrichards's,ace [42] ace,#datascience Top Word Pairs in Tweet in G8:
[43] #datascience,#deeplearning [34] #bigdata,#datascience [30] #deeplearning,#machinelearning [29] #artificialintelligence,#bigdata [24] #ai,#artificialintelligence [14] #datascience,#machinelearning [14] cc,ronald_vanloon [12] #deeplearning,#technology [12] #technology,#artificialintelligence [12] #ai,#datascience Top Word Pairs in Tweet in G9:
[36] #machinelearning,#datascience [34] #ai,#deeplearning [34] #deeplearning,#machinelearning [22] machine,learning [18] course,introduces [18] introduces,students [18] students,key [18] key,processes [18] processes,models [18] models,concepts Top Word Pairs in Tweet in G10:
[18] #openscience,#datascience [10] recording,virtual [10] virtual,#scidatacon [10] #scidatacon,2021 [10] 2021,session [10] session,#researchdata [10] #researchdata,#fairdata [10] #fairdata,framework [10] framework,context [10] context,#india's 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 G6:
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 G8:
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: