The graph represents a network of 747 Twitter users whose recent tweets contained "#dataviz", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 1,000 tweets. The network was obtained from Twitter on Monday, 18 January 2021 at 15:04 UTC.
The tweets in the network were tweeted over the 21-hour, 15-minute period from Sunday, 17 January 2021 at 17:43 UTC to Monday, 18 January 2021 at 14:58 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 : 747
Unique Edges : 1639
Edges With Duplicates : 1037
Total Edges : 2676
Number of Edge Types : 5
Retweet : 859
Tweet : 114
MentionsInRetweet : 1385
Mentions : 212
Replies to : 106
Self-Loops : 120
Reciprocated Vertex Pair Ratio : 0.0031813361611877
Reciprocated Edge Ratio : 0.00634249471458774
Connected Components : 79
Single-Vertex Connected Components : 24
Maximum Vertices in a Connected Component : 536
Maximum Edges in a Connected Component : 2425
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.999931
Graph Density : 0.0033951713915537
Modularity : 0.530445
NodeXL Version : 1.0.1.442
Data Import : The graph represents a network of 747 Twitter users whose recent tweets contained "#dataviz", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 1,000 tweets. The network was obtained from Twitter on Monday, 18 January 2021 at 15:04 UTC.
The tweets in the network were tweeted over the 21-hour, 15-minute period from Sunday, 17 January 2021 at 17:43 UTC to Monday, 18 January 2021 at 14:58 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 : TwitterSearch
Graph Term : #dataviz
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:
[210] #datascience,#dataviz [192] #iot,#machinelearning [191] #100daysofcode,#ai [191] #ai,#analytics [191] #coding,#data [191] #machinelearning,#ml [182] author,ed_hawkins [180] #dl,#fintech [180] #fintech,#iot [176] #analytics,#artificialintelligence Top Word Pairs in Tweet in G1:
[180] author,ed_hawkins [107] global,temperatures [107] temperatures,2020 [107] 2020,#dataviz [107] #dataviz,#ipcc [107] #ipcc,author [107] ed_hawkins,ipcc_ch [107] ipcc_ch,5th [107] 5th,assessment [107] assessment,report Top Word Pairs in Tweet in G2:
[189] #iot,#machinelearning [188] #100daysofcode,#ai [188] #ai,#analytics [188] #coding,#data [188] #machinelearning,#ml [183] #datascience,#dataviz [177] #dl,#fintech [177] #fintech,#iot [173] #analytics,#artificialintelligence [168] #ml,#nlp Top Word Pairs in Tweet in G3:
[20] #maps,#rstats [11] #dataviz,#maps [9] #dataviz,#datascience [9] #rstats,#dataviz [9] europe,shows [7] time,lapse [7] lapse,map [7] map,europe [7] shows,people [7] people,work Top Word Pairs in Tweet in G4:
[4] happening,stocks [2] stocks,try [2] try,conditional [2] conditional,analysis [2] analysis,page [2] page,quantify [2] quantify,happening [2] stocks,technical [2] technical,conditions [2] conditions,choosing Top Word Pairs in Tweet in G5:
[12] data,science [12] science,central [12] central,richardeudes [12] richardeudes,#datascience [12] #datascience,#ds [12] #ds,#bigdata [12] #bigdata,#datalake [12] #datalake,#dataviz [12] #dataviz,#hadoop [12] #hadoop,#machinelearning Top Word Pairs in Tweet in G6:
[6] #datafam,#dataviz [4] #tableau,#dataviz [4] #dataviz,#datafam [4] filter,question [4] question,comprehensive [4] comprehensive,overview [4] overview,filter [4] filter,types [4] types,#tableau [4] #tableau,including Top Word Pairs in Tweet in G7:
[6] 2021,nba [6] nba,nbastats [5] sunday,jan [5] jan,17th [5] 17th,2021 [5] nbastats,#gamecharts [5] #gamecharts,#dataviz Top Word Pairs in Tweet in G8:
[3] relevant,#ux [3] #ux,#ai [3] #ai,projects [3] projects,#design [3] #design,#dataviz [3] #dataviz,#ethics [3] #ethics,#behavioraleconomics [3] #behavioraleconomics,#fintech [3] #fintech,sabinevdl [3] sabinevdl,pierrepinna Top Word Pairs in Tweet in G9:
[7] flood,risk [7] risk,poverty [7] poverty,intersect [7] intersect,devastating [7] devastating,consequences [7] consequences,people [7] people,afford [7] afford,junrentschler [7] junrentschler,meldasalhab [7] meldasalhab,explored Top Word Pairs in Tweet in G10:
[8] vacancy,data [8] data,scientist [8] scientist,uk_ceh [8] uk_ceh,exciting [8] exciting,role [8] role,interface [8] interface,data [8] data,ecological [8] ecological,research [8] research,lots Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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: