The graph represents a network of 7,262 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, 13 January 2022 at 07:32 UTC.
The requested start date was Thursday, 13 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 3-day, 9-hour, 35-minute period from Sunday, 09 January 2022 at 15:25 UTC to Thursday, 13 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 : 7262
Unique Edges : 1865
Edges With Duplicates : 13425
Total Edges : 15290
Number of Edge Types : 5
Tweet : 779
Retweet : 6495
MentionsInRetweet : 7471
Mentions : 397
Replies to : 148
Self-Loops : 806
Reciprocated Vertex Pair Ratio : 0.00461006530925855
Reciprocated Edge Ratio : 0.00917782026768642
Connected Components : 592
Single-Vertex Connected Components : 282
Maximum Vertices in a Connected Component : 3595
Maximum Edges in a Connected Component : 7209
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 2.828114
Graph Density : 0.000148778531104347
Modularity : 0.46018
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 7,262 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, 13 January 2022 at 07:32 UTC.
The requested start date was Thursday, 13 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 3-day, 9-hour, 35-minute period from Sunday, 09 January 2022 at 15:25 UTC to Thursday, 13 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:
[5530] data,visualization [3563] นเด,ก [3562] อะไรค,อส [3562] อส,งท [3562] งท,ซ [3562] ซ,อนอย [3562] อนอย,ในคำขว [3562] ในคำขว,ญว [3562] ญว,นเด [3562] ก,hidden Top Word Pairs in Tweet in G1:
[3606] data,visualization [3563] นเด,ก [3562] อะไรค,อส [3562] อส,งท [3562] งท,ซ [3562] ซ,อนอย [3562] อนอย,ในคำขว [3562] ในคำขว,ญว [3562] ญว,นเด [3562] ก,hidden Top Word Pairs in Tweet in G2:
[867] data,analysis [864] analysis,career [864] career,need [864] need,focus [864] focus,excel [864] excel,spreadsheets [864] spreadsheets,microsoft [864] microsoft,power [864] power,bi [863] ogbenidipo,data Top Word Pairs in Tweet in G3:
[573] data,visualization [568] visualization,nicolaraluk [568] nicolaraluk,shows [568] shows,occurrence [568] occurrence,earthquakes [568] earthquakes,earth [568] earth,between [568] between,july [568] july,2017 [568] 2017,july Top Word Pairs in Tweet in G4:
[342] data,visualization [117] data,science [48] machine,learning [44] data,analysis [41] visualization,tool [40] artificial,intelligence [35] day,#100daysofcode [32] walmart,sales [32] sales,analysis [32] analysis,data Top Word Pairs in Tweet in G5:
[218] data,visualization [164] visualization,gt [163] jan,2022 [163] 00,gmt [163] gmt,full [163] full,gw [163] gw,data [163] data,table [163] table,gt [163] gt,visualization Top Word Pairs in Tweet in G6:
[108] #vaccines,#covid19 [108] #covid19,distributed [108] distributed,globe [108] globe,look [108] look,back [108] back,data [108] data,visualization [107] visualization,2017 [92] sciencemagazine,#vaccines [14] aaas,#vaccines Top Word Pairs in Tweet in G7:
[63] data,visualization [27] project,data [27] visualization,piero [27] piero,francesca [27] francesca,works [27] works,designed [27] designed,la_lettura [26] fedfragapane,project [26] la_lettura,news [11] online,data Top Word Pairs in Tweet in G8:
[32] inverting,model [32] model,genomics [32] genomics,data [32] data,sharing [28] super,excited [28] excited,anvil [28] anvil,paper [28] paper,published [28] published,today [28] today,cellgenomics Top Word Pairs in Tweet in G9:
[24] preprint,psyarxiv [24] psyarxiv,linchujun [24] linchujun,fooled [24] fooled,beautiful [24] beautiful,#data [24] #data,#visualization [24] #visualization,aesthetics [24] aesthetics,bias [24] bias,trust [23] mark_a_thornton,preprint Top Word Pairs in Tweet in G10:
[19] data,visualization [5] data,stories [5] triple,threat [5] threat,data [5] visualization,alt [5] alt,text [5] text,shitpost [4] frankelavsky,triple [4] arctic,data [4] stories,workshop Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G7:
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:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: