The graph represents a network of 5,671 Twitter users whose recent tweets contained "dataviz OR datavis since:2021-11-08 until:2021-11-14", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 15 November 2021 at 17:10 UTC.
The tweets in the network were tweeted over the 5-day, 23-hour, 55-minute period from Monday, 08 November 2021 at 00:01 UTC to Saturday, 13 November 2021 at 23:57 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 : 5671
Unique Edges : 12574
Edges With Duplicates : 4970
Total Edges : 17544
Number of Edge Types : 5
Retweet : 6816
MentionsInRetweet : 8013
Tweet : 1119
Replies to : 184
Mentions : 1412
Self-Loops : 1212
Reciprocated Vertex Pair Ratio : 0.0174988686076331
Reciprocated Edge Ratio : 0.0343958487768718
Connected Components : 463
Single-Vertex Connected Components : 195
Maximum Vertices in a Connected Component : 4310
Maximum Edges in a Connected Component : 15578
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.916133
Graph Density : 0.000419536009966857
Modularity : 0.620623
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 5,671 Twitter users whose recent tweets contained "dataviz OR datavis since:2021-11-08 until:2021-11-14", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 15 November 2021 at 17:10 UTC.
The tweets in the network were tweeted over the 5-day, 23-hour, 55-minute period from Monday, 08 November 2021 at 00:01 UTC to Saturday, 13 November 2021 at 23:57 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 OR datavis since:2021-11-08 until:2021-11-14
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1005] #100daysofcode,#dataviz [919] #analytics,#bigdata [830] #ml,#nlp [800] #serverless,#100daysofcode [728] #coding,#serverless [711] #python,#datascience [689] #tensorflow,#coding [674] #bigdata,#ai [665] #nlp,#javascript [644] #data,#datascience Top Word Pairs in Tweet in G1:
[326] #rstats,#dataviz [234] #30daymapchallenge,day [134] #r4ds,#tidyverse [110] day,10 [101] data,visualization [93] #maps,#dataviz [91] week's,#tidytuesday [88] using,data [88] data,openstreetmap [83] wind,farms Top Word Pairs in Tweet in G2:
[980] #100daysofcode,#dataviz [902] #analytics,#bigdata [815] #ml,#nlp [777] #serverless,#100daysofcode [711] #coding,#serverless [687] #python,#datascience [675] #tensorflow,#coding [655] #bigdata,#ai [646] #nlp,#javascript [560] #datascience,#programming Top Word Pairs in Tweet in G3:
[183] annual,cycle [183] cycle,precipitation [183] precipitation,globe [183] globe,#30daymapchallenge [183] #30daymapchallenge,#3d [183] #3d,#dataviz [183] #dataviz,#day11 [148] #30daymapchallenge,#dataviz [148] #dataviz,#population [148] #population,#day12 Top Word Pairs in Tweet in G4:
[292] #rstats,#maps [289] map,shows [277] shows,female [277] female,researchers [277] researchers,europe [277] europe,according [277] according,unesco [277] unesco,data [277] data,link [277] link,data Top Word Pairs in Tweet in G5:
[78] data,points [74] visualize,data [72] analyzed,air [72] air,quality [72] quality,data [72] data,gathered [72] gathered,epa [72] epa,#la [72] #la,county [72] county,see Top Word Pairs in Tweet in G6:
[113] #ai,#machinelearning [111] #abdsc,#bigdata [111] #analytics,#ai [103] free,3600 [103] 3600,pdf [103] pdf,book [103] book,expanded [103] expanded,updated [103] updated,october [103] october,2021 Top Word Pairs in Tweet in G7:
[21] dataviz,created [21] created,ipcc_ch [21] ipcc_ch,author [21] author,ed_hawkins [21] ed_hawkins,shows [21] shows,global [21] global,temperatures [21] temperatures,risen [21] risen,act [21] act,urgently Top Word Pairs in Tweet in G8:
[25] #dataviz,see [24] graphic,detail [24] detail,#dataviz [24] see,more [11] prefecture,japan [11] #dataviz,#gis [11] #gis,#japan [11] #廃棄物,#ごみ処理 [7] covid,19 [6] more,#dataviz Top Word Pairs in Tweet in G9:
[67] pretty,wild [67] wild,1955 [67] 1955,economic [67] economic,#map [67] #map,#turkey [67] #turkey,showing [67] showing,many [67] many,different [67] different,industries [67] industries,throughout Top Word Pairs in Tweet in G10:
[129] web,app [127] #streamlit,web [125] #eochat,#dataviz [98] #dataviz,#gischat [81] using,interactive [81] interactive,#streamlit [81] app,demo [81] demo,github [81] github,#geemap [81] #geemap,#earthengine Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
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 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: