The graph represents a network of 428 Twitter users whose recent tweets contained "#dataviz python", 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 Wednesday, 06 May 2020 at 21:04 UTC.
The tweets in the network were tweeted over the 8-day, 13-hour, 52-minute period from Tuesday, 28 April 2020 at 06:17 UTC to Wednesday, 06 May 2020 at 20:10 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 : 430
Unique Edges : 1009
Edges With Duplicates : 815
Total Edges : 1824
Number of Edge Types : 5
Mentions : 89
Retweet : 991
MentionsInRetweet : 618
Tweet : 124
Replies to : 2
Self-Loops : 141
Reciprocated Vertex Pair Ratio : 0,0173010380622837
Reciprocated Edge Ratio : 0,0340136054421769
Connected Components : 26
Single-Vertex Connected Components : 12
Maximum Vertices in a Connected Component : 388
Maximum Edges in a Connected Component : 1781
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3,464622
Graph Density : 0,0063750203285087
Modularity : 0,449914
NodeXL Version : 1.0.1.432
Data Import : The graph represents a network of 428 Twitter users whose recent tweets contained "#dataviz python", 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 Wednesday, 06 May 2020 at 21:04 UTC.
The tweets in the network were tweeted over the 8-day, 13-hour, 52-minute period from Tuesday, 28 April 2020 at 06:17 UTC to Wednesday, 06 May 2020 at 20:10 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 : #dataviz python
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:
[444] #ai,#artificialintelligence [402] #dataviz,#datascientist [401] #datascientist,#datascientists [400] #100daysofcode,#training [381] #artificialintelligence,#business [360] #data,#dataviz [355] #coursera,applied [355] applied,#datascience [355] #datascience,#python [313] #python,#review Top Word Pairs in Tweet in G1:
[395] #ai,#artificialintelligence [366] #dataviz,#datascientist [364] #datascientist,#datascientists [364] #100daysofcode,#training [348] #artificialintelligence,#business [323] #coursera,applied [323] applied,#datascience [323] #datascience,#python [323] #data,#dataviz [284] #python,#review Top Word Pairs in Tweet in G2:
[52] #opensource,#datascience [49] #infographic,mikequindazzi [49] mikequindazzi,#cloud [49] #cloud,#makeyourownlane [49] #makeyourownlane,#iot [49] #iot,#iaas [49] #datascience,#ai [49] #ai,#iiot [49] #java,#saas [49] #saas,#paas Top Word Pairs in Tweet in G3:
[102] #dataviz,#openscience [98] #python,#pydata [98] #pydata,#julialang [98] #machinelearning,#dataviz [98] #openscience,#opendata [66] #julialang,#rstats [66] #bigdata,#machinelearning [65] #opensource,#datascience [64] #opendata,#opensource [56] #rstats,#bayesian Top Word Pairs in Tweet in G4:
[28] #ai,#machinelearning [27] comparison,top [27] top,#datascience [27] #datascience,libraries [27] libraries,#python [27] #python,scala [27] scala,#datascientists [27] #datascientists,#infographic [27] #infographic,activewizards [27] activewizards,#bigdata Top Word Pairs in Tweet in G5:
[26] #ai,#artificialintelligence [24] #data,#dataviz [23] #dataviz,#python [23] #dataviz,#datascientist [23] #datascientist,#datascientists [23] #100daysofcode,#training [22] #artificialintelligence,#business [21] #coursera,applied [21] applied,#datascience [21] #datascience,#python Top Word Pairs in Tweet in G6:
[38] playlist,earthenginebot [38] earthenginebot,#ipyleaflet [38] #ipyleaflet,#mapping [38] #mapping,#geospatial [38] #geospatial,#gis [38] #gis,#remotesensing [38] #geemap,#dataviz [38] #dataviz,#python [34] #earthengine,tutorial [34] #remotesensing,#geemap Top Word Pairs in Tweet in G7:
[17] #statistician,#statistics [17] #statistics,#maths [17] #maths,#stats [17] #stats,#econometrics [17] #econometrics,#dataanalysis [13] really,fantastic [13] fantastic,#statistician [13] #dataanalysis,#datascience [13] #datascience,#datascientist [13] #datascientist,#rstats Top Word Pairs in Tweet in G8:
[3] #dataviz,#python [2] #python,#data [2] #data,#dataviz [2] #python,matplotlib [2] matplotlib,vs [2] vs,seaborn [2] seaborn,#kdn [2] #machinelearning,#artificialintelligence [2] #artificialintelligence,#python Top Word Pairs in Tweet in G9:
[9] incredible,lines [9] lines,code [9] code,plotly [9] plotly,express [9] express,code [9] code,cc [9] cc,plotlygraphs [9] plotlygraphs,#python [9] #python,#dataviz Top Word Pairs in Tweet in G10:
[9] #ai,#ia [9] #ia,#bigdata [9] #bigdata,#robots [9] #robots,#python [9] #python,#chatbot [9] #chatbot,#cybersecurity [9] #cybersecurity,#dataviz [9] #dataviz,#deeplearning [9] #deeplearning,#datascience [9] #datascience,#drone Top Replied-To in Entire Graph:
Top Replied-To in G1:
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 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: