The graph represents a network of 4,747 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, 04 June 2020 at 06:27 UTC.
The requested start date was Thursday, 04 June 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 6-day, 18-hour, 59-minute period from Wednesday, 27 May 2020 at 10:00 UTC to Wednesday, 03 June 2020 at 05:00 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 : 4747
Unique Edges : 3030
Edges With Duplicates : 7046
Total Edges : 10076
Number of Edge Types : 5
Retweet : 3131
MentionsInRetweet : 4397
Mentions : 932
Tweet : 1385
Replies to : 231
Self-Loops : 1413
Reciprocated Vertex Pair Ratio : 0.0184251357641583
Reciprocated Edge Ratio : 0.036183584079223
Connected Components : 1082
Single-Vertex Connected Components : 568
Maximum Vertices in a Connected Component : 1350
Maximum Edges in a Connected Component : 4229
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.860244
Graph Density : 0.000233074656417951
Modularity : 0.542656
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 4,747 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, 04 June 2020 at 06:27 UTC.
The requested start date was Thursday, 04 June 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 6-day, 18-hour, 59-minute period from Wednesday, 27 May 2020 at 10:00 UTC to Wednesday, 03 June 2020 at 05:00 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 G2:
[443] seamos,claros [217] claros,llamar [215] llamar,meseta [215] meseta,estuviéramos [215] estuviéramos,garantía [215] garantía,nada [215] nada,40 [215] 40,días [215] hugonopo,seamos [215] días,estu Top Word Pairs in Tweet in G3:
[380] data,visualization [380] meenachan7,day [380] libraries,data [380] 100,today [380] visualization,d3 [380] popular,javascript [380] javascript,libraries [380] visualization,d3js [379] d3js,85k [379] 85k,chartjs Top Word Pairs in Tweet in G4:
[299] forgot,add [56] add,visualization [33] visualization,stuartathompson [33] stuartathompson,hypothetical [32] hypothetical,data [32] data,reported [32] reported,last [32] last,year [32] year,we've [32] cwarzel,forgot Top Word Pairs in Tweet in G5:
[158] 000,km [158] data,visualization [158] visualization,shows [158] shows,water [158] water,volume [158] volume,earth [158] earth,386 [158] 386,000 [158] 000,000 [157] km,water Top Word Pairs in Tweet in G6:
[153] data,visualization [151] data,science [151] art,data [151] attention,academics [151] academics,tune [151] tune,tomorrow [151] tomorrow,learn [151] learn,twitter [151] twitter,data [151] data,used Top Word Pairs in Tweet in G7:
[144] data,visualization [76] phew,uploaded [21] uploaded,final [17] final,video [17] video,data [17] visualization,class [17] class,everything [17] everything,done [17] done,keeping [17] keeping,website Top Word Pairs in Tweet in G8:
[106] data,visualization [72] dimensionality,reduction [72] reduction,data [72] visualization,pca [72] pca,vs [72] vs,tsne [72] tsne,vs [72] vs,umap [72] both,technical [72] visualization,julia Top Word Pairs in Tweet in G9:
[128] see,six [22] six,ways [22] ways,technology [22] technology,helped [22] helped,shape [22] shape,asia [22] asia,early [22] early,response [19] response,#covid19 [16] #covid19,today's Top Word Pairs in Tweet in G10:
[107] hi,everybody [107] please,see [107] see,daily [107] everybody,please [107] daily,interactive [107] interactive,covid [107] covid,19 [107] 19,data [107] data,visualization [107] visualization,nigeria Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G6:
Top Replied-To in G7:
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:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: