The graph represents a network of 6,597 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, 23 September 2021 at 06:32 UTC.
The requested start date was Thursday, 23 September 2021 at 00:01 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 3-day, 21-hour, 59-minute period from Sunday, 19 September 2021 at 02:00 UTC to Thursday, 23 September 2021 at 00:00 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 : 6597
Unique Edges : 1978
Edges With Duplicates : 13394
Total Edges : 15372
Number of Edge Types : 5
Retweet : 6500
MentionsInRetweet : 7603
Mentions : 358
Tweet : 796
Replies to : 115
Self-Loops : 812
Reciprocated Vertex Pair Ratio : 0.00675210141931928
Reciprocated Edge Ratio : 0.0134136326307145
Connected Components : 569
Single-Vertex Connected Components : 263
Maximum Vertices in a Connected Component : 2865
Maximum Edges in a Connected Component : 5732
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 2.092249
Graph Density : 0.000167900711617727
Modularity : 0.432489
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 6,597 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, 23 September 2021 at 06:32 UTC.
The requested start date was Thursday, 23 September 2021 at 00:01 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 3-day, 21-hour, 59-minute period from Sunday, 19 September 2021 at 02:00 UTC to Thursday, 23 September 2021 at 00:00 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:
[4738] data,visualization [2865] อ,data [2864] อาท,ตย [2864] ตย,ท [2864] ท,แล [2864] แล,วม [2864] วม,งานท [2864] งานท,ย [2864] ย,งไม [2864] งไม,ได Top Word Pairs in Tweet in G1:
[2864] data,visualization [2863] อาท,ตย [2863] ตย,ท [2863] ท,แล [2863] แล,วม [2863] วม,งานท [2863] งานท,ย [2863] ย,งไม [2863] งไม,ได [2863] ได,โพสลงใน Top Word Pairs in Tweet in G2:
[1855] 選べるギフト券1000円,data [1855] data,visualizationさんご提供で [1855] visualizationさんご提供で,お好きなギフト券1000円分を抽選で１名にプレゼント [1855] お好きなギフト券1000円分を抽選で１名にプレゼント,参加方法 [1855] 19,23 [1072] 本日２回目,選べるギフト券1000円 [1072] 参加方法,このツイートをリツイート [1072] このツイートをリツイート,引用元のツイートをリツイート [1072] 引用元のツイートをリツイート,19 [1071] gmikezuri,本日２回目 Top Word Pairs in Tweet in G3:
[615] data,visualization [615] 08,2021 [561] koreansales_twt,data [463] 2021,co [317] total,album [317] album,sales [298] visualization,best [298] best,selling [298] selling,albums [298] albums,under Top Word Pairs in Tweet in G4:
[336] data,visualization [87] data,science [51] python,data [39] science,data [39] machine,learning [39] great,resource [39] resource,book [39] book,recommend [39] recommend,anyone [39] anyone,focusing Top Word Pairs in Tweet in G5:
[208] data,visualization [12] data,studio [11] google,data [9] visualization,tool [8] visualization,data [7] visualization,dashboards [7] big,data [7] analytics,data [7] guide,data [7] visualization,bokeh Top Word Pairs in Tweet in G6:
[135] mini,bootcamp [135] bootcamp,tableau [135] tableau,data [135] data,visualization [135] visualization,pengajar [135] pengajar,vino [135] vino,tri [135] tri,ex [135] ex,data [135] data,analyst Top Word Pairs in Tweet in G7:
[44] data,visualization [35] #sdgs,#datavisualization [35] #datavisualization,excited [35] excited,announce [33] sdghackathon,#sdgs [25] visualization,expert [24] announce,visualization [24] expert,cédric [24] cédric,scherer [24] scherer,cedscherer Top Word Pairs in Tweet in G8:
[73] data,visualization [72] 2021,aug [70] visualization_k,data [66] stream,song [66] song,top15 [66] top15,total [66] total,stream [66] stream,spotify [66] spotify,2021 [66] 22,sep Top Word Pairs in Tweet in G9:
[36] see,far [36] far,below [36] below,nyt [36] nyt,chosen [36] chosen,today [36] today,display [36] display,murder [36] murder,rate [36] rate,change [36] change,over Top Word Pairs in Tweet in G10:
[14] interested,reading [14] reading,climate [14] climate,data [14] data,using [14] using,intake [14] intake,esm [14] esm,xarray_dev [14] xarray_dev,dask_dev [14] dask_dev,check [14] check,blog Top Replied-To in Entire Graph:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
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: