The graph represents a network of 6,870 Twitter users whose tweets in the requested range contained "data visualization", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 20 January 2022 at 07:34 UTC.
The requested start date was Thursday, 20 January 2022 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 8-day, 9-hour, 43-minute period from Tuesday, 11 January 2022 at 15:17 UTC to Thursday, 20 January 2022 at 01:00 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 : 6870
Unique Edges : 3005
Edges With Duplicates : 11361
Total Edges : 14366
Number of Edge Types : 5
Mentions : 946
Tweet : 1730
Replies to : 341
Retweet : 5187
MentionsInRetweet : 6162
Self-Loops : 1782
Reciprocated Vertex Pair Ratio : 0.0145480225988701
Reciprocated Edge Ratio : 0.0286788250034804
Connected Components : 1148
Single-Vertex Connected Components : 538
Maximum Vertices in a Connected Component : 3748
Maximum Edges in a Connected Component : 9257
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 6.6797
Graph Density : 0.000152214355447538
Modularity : 0.507227
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 6,870 Twitter users whose tweets in the requested range contained "data visualization", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 20 January 2022 at 07:34 UTC.
The requested start date was Thursday, 20 January 2022 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 8-day, 9-hour, 43-minute period from Tuesday, 11 January 2022 at 15:17 UTC to Thursday, 20 January 2022 at 01:00 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 : data visualization
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:
[3656] data,visualization [1241] data,analysis [999] analysis,career [999] career,need [999] need,focus [985] power,bi [951] ogbenidipo,data [942] microsoft,power [937] excel,spreadsheets [937] spreadsheets,microsoft Top Word Pairs in Tweet in G1:
[996] data,analysis [982] analysis,career [982] career,need [982] need,focus [938] ogbenidipo,data [926] power,bi [924] excel,spreadsheets [924] spreadsheets,microsoft [924] microsoft,power [923] focus,excel Top Word Pairs in Tweet in G2:
[411] data,visualization [37] visualization,tools [36] data,analysis [20] visualization,data [19] analysis,visualization [14] analysis,data [13] choose,right [13] right,data [12] machine,learning [11] data,analytics Top Word Pairs in Tweet in G3:
[537] data,visualization [533] นเด,ก [532] อะไรค,อส [532] อส,งท [532] งท,ซ [532] ซ,อนอย [532] อนอย,ในคำขว [532] ในคำขว,ญว [532] ญว,นเด [532] ก,hidden Top Word Pairs in Tweet in G4:
[689] data,visualization [150] data,science [100] data,analysis [82] visualization,matplotlib [79] machine,learning [66] visualization,tool [63] complete,course [63] course,data [63] matplotlib,python [60] visualization,tools Top Word Pairs in Tweet in G5:
[290] data,visualization [289] #vaccines,#covid19 [289] #covid19,distributed [289] distributed,globe [289] globe,look [289] look,back [289] back,data [289] visualization,2017 [287] sciencemagazine,#vaccines [2] 2017,illustrates Top Word Pairs in Tweet in G6:
[171] data,visualization [86] restarted,#psy6135 [86] #psy6135,course [86] course,psychology [86] psychology,data [86] visualization,website [86] website,lectures [86] lectures,resources [86] resources,etc [85] datavisfriendly,restarted Top Word Pairs in Tweet in G7:
[256] sea,ice [128] change,age [128] age,#arctic [128] #arctic,sea [128] ice,during [128] during,early [128] early,january [128] january,younger [128] younger,sea [128] ice,usually Top Word Pairs in Tweet in G8:
[107] chromomap,package [107] package,interactive [107] interactive,visualization [107] visualization,multi [107] multi,omics [107] omics,data [107] data,annotation [107] annotation,chromosomes [97] razoralign,chromomap [14] data,analysis Top Word Pairs in Tweet in G9:
[76] data,visualization [51] rainmaker1973,data [50] visualization,nicolaraluk [50] nicolaraluk,shows [50] shows,occurrence [50] occurrence,earthquakes [50] earthquakes,earth [50] earth,between [50] between,july [50] july,2017 Top Word Pairs in Tweet in G10:
[74] data,visualization [69] sometimes,good [69] good,data [69] visualization,better [69] better,sex [68] kareem_carr,sometimes Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G9:
Top Replied-To in G10:
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:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: