The graph represents a network of 2,426 Twitter users whose tweets in the requested range contained ""data science" OR #datascience", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 22 February 2021 at 00:44 UTC.
The requested start date was Friday, 19 February 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 2-day, 1-hour, 22-minute period from Tuesday, 16 February 2021 at 04:02 UTC to Thursday, 18 February 2021 at 05:24 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 : 2426
Unique Edges : 2614
Edges With Duplicates : 15214
Total Edges : 17828
Number of Edge Types : 5
Retweet : 6714
MentionsInRetweet : 8184
Tweet : 1328
Mentions : 1545
Replies to : 57
Self-Loops : 1388
Reciprocated Vertex Pair Ratio : 0.00901491558760859
Reciprocated Edge Ratio : 0.0178687459389214
Connected Components : 199
Single-Vertex Connected Components : 75
Maximum Vertices in a Connected Component : 1863
Maximum Edges in a Connected Component : 17073
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.609678
Graph Density : 0.00104639600207375
Modularity : 0.24634
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 2,426 Twitter users whose tweets in the requested range contained "%22data science%22 OR #datascience", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 22 February 2021 at 00:44 UTC.
The requested start date was Friday, 19 February 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 2-day, 1-hour, 22-minute period from Tuesday, 16 February 2021 at 04:02 UTC to Thursday, 18 February 2021 at 05:24 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 : %22data science%22 OR #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 : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1106] data,science [856] #iot,#iiot [830] machine,learning [771] #ai,#100daysofcode [742] #bigdata,#analytics [690] #analytics,#datascience [684] #datascience,#ai [668] #machinelearning,#python [626] artificial,intelligence [606] #ai,#machinelearning Top Word Pairs in Tweet in G1:
[735] #iot,#iiot [645] #bigdata,#analytics [602] #ai,#100daysofcode [594] #analytics,#datascience [571] #datascience,#ai [505] #machinelearning,#python [440] #ai,#machinelearning [436] #analytics,#ai [426] #python,#nlp [389] #nlp,#analytics Top Word Pairs in Tweet in G2:
[193] artificial,intelligence [155] #datascience,#machinelearning [143] read,more [124] #deeplearning,#nlp [118] #nlp,#robots [112] machine,learning [104] #machinelearning,#bigdata [101] #artificialintelligence,#ai [97] #ai,#datascience [84] more,#artificialintelligence Top Word Pairs in Tweet in G3:
[318] data,science [77] artificial,intelligence [45] machine,learning [37] science,team [34] genetics,molecular [34] molecular,biology [34] biology,data [34] team,screening [34] screening,using [34] using,computer Top Word Pairs in Tweet in G4:
[54] #ai,#100daysofcode [54] machine,learning [43] #rstats,#datascience [37] #programming,#iot [36] #iot,#iotpl [35] #devcommunity,#programming [35] #iotpl,#ai [32] #ai,#machinelearning [31] artificial,intelligence [29] #machinelearning,#python Top Word Pairs in Tweet in G5:
[159] artificial,intelligence [115] machine,learning [96] read,more [78] data,science [73] #datascience,#machinelearning [70] #ai,#100daysofcode [60] #machinelearning,#python [58] #machinelearning,#datascience [58] #ai,#machinelearning [58] #machinelearning,#deeplearning Top Word Pairs in Tweet in G6:
[45] data,science [4] #datascience,#bigdata [3] based,recent [3] recent,news [3] using,data [3] #machinelearning,#datascience [3] web,development [3] mastering,sql [3] sql,postgresql [3] postgresql,writing Top Word Pairs in Tweet in G7:
[80] machine,learning [52] data,science [10] data,scientists [8] artificial,intelligence [8] science,machine [7] #datascience,#machinelearning [6] deploy,python [6] python,machine [6] learning,model [6] model,iphone Top Word Pairs in Tweet in G8:
[3] anna98831,peterdclack [3] peterdclack,medbennett [3] medbennett,cafeliminal [3] cafeliminal,jimdtweet [3] jimdtweet,johndowney [3] johndowney,gerardmlaw [3] gerardmlaw,jch_of [3] jch_of,snarkydr [3] snarkydr,rod85928236 [2] regimechangebc,anna98831 Top Word Pairs in Tweet in G9:
[3] data,science [2] wolvesforkamala,dire_wolves [2] dire_wolves,ggforthepeople [2] ggforthepeople,mara_revived [2] mara_revived,oreginal49ers [2] oreginal49ers,thunderheadfan [2] thunderheadfan,like_h2o [2] like_h2o,beninbiloxi [2] beninbiloxi,kacey325 [2] kacey325,return_carriage Top Word Pairs in Tweet in G10:
[49] university,london [49] london,offers [49] offers,supported [49] supported,online [49] online,degrees [49] degrees,fields [49] fields,economics [49] economics,business [49] business,management [49] management,data Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: