The graph represents a network of 4,516 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, 30 July 2020 at 06:35 UTC.
The requested start date was Thursday, 30 July 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, 17-hour, 47-minute period from Thursday, 23 July 2020 at 06:00 UTC to Wednesday, 29 July 2020 at 23:48 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 : 4516
Unique Edges : 2618
Edges With Duplicates : 6881
Total Edges : 9499
Number of Edge Types : 5
Retweet : 2993
MentionsInRetweet : 3756
Tweet : 1474
Mentions : 979
Replies to : 297
Self-Loops : 1495
Reciprocated Vertex Pair Ratio : 0.0153846153846154
Reciprocated Edge Ratio : 0.0303030303030303
Connected Components : 1125
Single-Vertex Connected Components : 584
Maximum Vertices in a Connected Component : 1499
Maximum Edges in a Connected Component : 4753
Maximum Geodesic Distance (Diameter) : 21
Average Geodesic Distance : 6.602832
Graph Density : 0.000223347624834843
Modularity : 0.504319
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 4,516 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, 30 July 2020 at 06:35 UTC.
The requested start date was Thursday, 30 July 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, 17-hour, 47-minute period from Thursday, 23 July 2020 at 06:00 UTC to Wednesday, 29 July 2020 at 23:48 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:
[2701] data,visualization [259] data,analysis [222] koreansales_twt,data [218] analysis,visualization [213] total,album [213] album,sales [200] #bigdata,#analytics [173] visualization,data [172] jul,2020 [169] transfers,last Top Word Pairs in Tweet in G1:
[433] data,visualization [33] visualization,data [28] data,analysis [28] covid,19 [26] visualization,tools [24] visualization,analysis [21] machine,learning [20] analysis,visualization [19] power,bi [19] using,data Top Word Pairs in Tweet in G2:
[604] data,visualization [189] #bigdata,#analytics [156] #ml,#dl [143] #dl,#artificialintelligence [141] #analytics,#datascience [130] #iot,#iiot [115] data,analysis [113] #ai,#ml [112] analysis,visualization [94] visualization,tools Top Word Pairs in Tweet in G3:
[234] data,visualization [220] koreansales_twt,data [210] total,album [210] album,sales [147] sales,2014 [147] 2014,2020 [146] visualization,#got7 [146] #got7,total [45] sales,2015 [45] 2015,2020 Top Word Pairs in Tweet in G4:
[159] data,visualization [155] visualization,vegetarian [155] vegetarian,non [155] non,vegetarian [155] vegetarian,rice [155] rice,wheat [155] wheat,line [155] line,india [155] india,clearly [155] clearly,demarcates Top Word Pairs in Tweet in G5:
[132] 15,days [132] days,total [132] total,number [132] number,#covid19 [132] #covid19,cases [132] cases,georgia [132] georgia,49 [132] 49,wouldn [132] wouldn,know [132] know,looking Top Word Pairs in Tweet in G6:
[59] data,analysis [55] analysis,visualization [53] looking,take [53] take,more [53] more,#rstats [53] #rstats,freelancing [53] freelancing,work [53] work,data [53] visualization,reproducible [52] sharlagelfand,looking Top Word Pairs in Tweet in G7:
[82] paper,interactive [82] interactive,visualization [82] visualization,data [82] data,platform [82] platform,nutshell [82] nutshell,ve [82] ve,curated [82] curated,100 [82] 100,billion [82] billion,tweets Top Word Pairs in Tweet in G8:
[33] data,visualization [11] visualization,makes [11] makes,covid [11] covid,19 [11] 19,deaths [11] deaths,feel [11] feel,more [11] more,personal [10] evanmpeck,data [10] updated,#covid Top Word Pairs in Tweet in G9:
[34] data,visualization [25] alt,text [17] writing,alt [15] probably,write [15] write,text [15] text,conveys [15] conveys,entire [15] entire,meaning [15] meaning,chart [15] chart,doesn Top Word Pairs in Tweet in G10:
[9] rfsquared,natesilver538 [9] natesilver538,joshtpm [8] deaths,capita [6] dailydisneytake,foundnemo_ [6] foundnemo_,shatku_review [6] shatku_review,wdwnt [5] frankdgonzo,zmann [4] joshtpm,sweden [4] death,rate [3] doing,well Top Replied-To in Entire Graph:
Top Replied-To in G2:
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Top Replied-To in G8:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: