The graph represents a network of 3,886 Twitter users whose tweets in the requested range contained "dataviz OR datavis", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 25 March 2022 at 00:10 UTC.
The requested start date was Friday, 25 March 2022 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, 2-hour, 48-minute period from Monday, 21 March 2022 at 00:10 UTC to Thursday, 24 March 2022 at 02:58 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 : 3886
Unique Edges : 2719
Edges With Duplicates : 15784
Total Edges : 18503
Number of Edge Types : 5
Retweet : 6653
MentionsInRetweet : 9590
Tweet : 687
Replies to : 208
Mentions : 1365
Self-Loops : 1079
Reciprocated Vertex Pair Ratio : 0.0188335358444714
Reciprocated Edge Ratio : 0.0369707811568277
Connected Components : 337
Single-Vertex Connected Components : 153
Maximum Vertices in a Connected Component : 2810
Maximum Edges in a Connected Component : 16626
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.851348
Graph Density : 0.000444323449984798
Modularity : 0.332812
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 3,886 Twitter users whose tweets in the requested range contained "dataviz OR datavis", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 25 March 2022 at 00:10 UTC.
The requested start date was Friday, 25 March 2022 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, 2-hour, 48-minute period from Monday, 21 March 2022 at 00:10 UTC to Thursday, 24 March 2022 at 02:58 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 : GraphServerTwitterSearch
Graph Term : dataviz OR datavis
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:
[2783] #iot,#iiot [2627] #javascript,#reactjs [2406] #reactjs,#wordpress [2180] #wordpress,#security [1948] #security,#defi [1906] #iiot,#pytorch [1844] #python,#iot [1612] #pytorch,#javascript [1197] #python,#ai [1197] #defi,#ad Top Word Pairs in Tweet in G1:
[726] distributed,europe [726] europe,using [726] using,data [622] power,plants [621] wind,farm [621] farm,map [621] map,wondering [621] wondering,solar [621] solar,power [621] plants,currently Top Word Pairs in Tweet in G2:
[382] metbrewer,officially [380] package,update [380] update,metbrewer [380] officially,available [380] available,both [380] both,cran [380] cran,github [379] blakerobmills,package [2] officially,cran [2] cran,contains Top Word Pairs in Tweet in G3:
[2767] #iot,#iiot [2617] #javascript,#reactjs [2399] #reactjs,#wordpress [2177] #wordpress,#security [1945] #security,#defi [1899] #iiot,#pytorch [1837] #python,#iot [1610] #pytorch,#javascript [1197] #defi,#ad [1181] #python,#ai Top Word Pairs in Tweet in G4:
[156] catherineadenle,infographic [136] data,science [124] #ai,#ml [120] #datascience,#ai [117] #ml,#iiot [113] infographic,data [87] #dataviz,#machinelearning [87] #machinelearning,#bigdata [79] data,scientist [78] #datascience,#dataviz Top Word Pairs in Tweet in G5:
[136] baby,names [52] week,12 [33] #tidytuesday,week [30] data,babynames [30] babynames,package [29] time,#tidytuesday [29] #tidytuesday,again [29] again,data [29] package,number [29] number,unique Top Word Pairs in Tweet in G6:
[20] 31,march [12] graphic,detail [12] detail,#dataviz [12] #dataviz,see [12] see,more [12] source,#nyc [12] #nyc,#dataviz [11] #datageeks,#apps [11] #apps,#dataviz [10] #dataviz,developers Top Word Pairs in Tweet in G7:
[24] panorama,view [24] view,bernese [24] bernese,alps [24] alps,luckily [24] luckily,enough [24] enough,ram [24] ram,doing [24] doing,created [24] created,#rstats [24] #rstats,using Top Word Pairs in Tweet in G8:
[43] explora,conceptos [43] conceptos,estadísticos [43] estadísticos,forma [43] forma,interactiva [43] interactiva,usa [43] usa,estas [43] estas,apps [43] apps,construir [43] construir,gráficos [43] gráficos,obtener Top Word Pairs in Tweet in G9:
[102] net,wealth [102] wealth,held [102] held,millennials [102] millennials,zoomers [102] zoomers,more [102] more,doubled [102] doubled,during [102] during,pandemic [102] pandemic,growing [102] growing,55 Top Word Pairs in Tweet in G10:
[28] data,comes [28] comes,uncertainty [28] uncertainty,looks [28] looks,definitive [28] definitive,plotted [28] plotted,chart [28] chart,making [28] making,uncertainty [28] uncertainty,visible [27] _rospearce,data Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G5:
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: