The graph represents a network of 4,755 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, 14 May 2020 at 06:27 UTC.
The requested start date was Thursday, 14 May 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 5-day, 1-hour, 11-minute period from Friday, 08 May 2020 at 22:48 UTC to Thursday, 14 May 2020 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 : 4755
Unique Edges : 2325
Edges With Duplicates : 7419
Total Edges : 9744
Number of Edge Types : 5
Tweet : 1138
Retweet : 3422
MentionsInRetweet : 4202
Replies to : 240
Mentions : 742
Self-Loops : 1166
Reciprocated Vertex Pair Ratio : 0.0118974358974359
Reciprocated Edge Ratio : 0.0235151023717819
Connected Components : 898
Single-Vertex Connected Components : 412
Maximum Vertices in a Connected Component : 2201
Maximum Edges in a Connected Component : 5781
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.369064
Graph Density : 0.000218223449664614
Modularity : 0.518022
NodeXL Version : 1.0.1.432
Data Import : The graph represents a network of 4,755 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, 14 May 2020 at 06:27 UTC.
The requested start date was Thursday, 14 May 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 5-day, 1-hour, 11-minute period from Friday, 08 May 2020 at 22:48 UTC to Thursday, 14 May 2020 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:
[2640] data,visualization [666] online,data [663] starts,monday [658] class,starts [658] monday,finally [658] finally,enough [658] enough,content [658] content,students [658] students,behold [658] behold,fancy Top Word Pairs in Tweet in G1:
[641] class,starts [641] starts,monday [641] monday,finally [641] finally,enough [641] enough,content [641] content,students [641] students,behold [641] behold,fancy [641] fancy,asycnhronous [641] asycnhronous,online Top Word Pairs in Tweet in G2:
[309] data,visualization [241] 00,top [241] top,transfers [241] transfers,last [241] last,hour [241] full,gw [241] gw,data [241] data,table [241] table,gt [241] gt,visualization Top Word Pairs in Tweet in G3:
[524] data,visualization [196] #bigdata,#analytics [193] #analytics,#datascience [155] #datascience,#ai [128] #machinelearning,#bigdata [127] #ai,#iot [102] #python,#rstats [101] d3,js [101] #iot,#iiot [85] dayus4heaven,data Top Word Pairs in Tweet in G4:
[196] 時間的余裕が生まれると何が嬉しいかというと,すぐには役立たないかもしれない勉強や新しいツールを試したりする余裕が生まれるということで [196] すぐには役立たないかもしれない勉強や新しいツールを試したりする余裕が生まれるということで,前から試したかったinteractive [196] 前から試したかったinteractive,data [196] data,visualizationにようやく手が出せた [195] namicha_1,時間的余裕が生まれると何が嬉しいかというと [195] visualizationにようやく手が出せた,nteract Top Word Pairs in Tweet in G5:
[195] data,visualization [195] visualization,finest [195] finest,imagine [195] imagine,back [195] back,tax [195] tax,rate [195] rate,structure [195] structure,1950 [195] 1950,promoted [194] jamesgleick,data Top Word Pairs in Tweet in G6:
[71] data,visualization [60] top,10 [60] 10,tech [60] tech,skills [60] skills,demand [40] skills,still [40] still,top [40] demand,cloud [40] cloud,amazon [40] amazon,web Top Word Pairs in Tweet in G7:
[122] data,visualization [103] predict,top [103] top,10 [103] 10,front [103] front,nytimes [103] nytimes,first [103] first,began [103] began,importance [103] importance,data [102] causalinf,predict Top Word Pairs in Tweet in G8:
[96] data,visualization [62] gt,gt [17] visualization,elijah_meeks [15] elijah_meeks,datavizsociety [14] #covid19,data [13] video,games [13] games,teach [13] teach,data [13] visualization,volumetric [13] volumetric,data Top Word Pairs in Tweet in G9:
[89] data,visualization [88] excellent,bbcworld [88] bbcworld,data [88] visualization,showing [88] showing,president [88] president,trump [88] trump,bungled [88] bungled,coronavirus [88] coronavirus,response [88] response,ways Top Word Pairs in Tweet in G10:
[64] data,visualization [58] visualization,approach [58] cybersecurity,experts [56] experts,detect [56] detect,monitor [55] focused,security [55] security,data [55] approach,help [55] help,usarmy [55] usarmy,cybersecurity 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 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: