@rstatstweet, Twitter, 1/9/2023 3:16:21 PM, 287527


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@rstatstweet Twitter NodeXL SNA Map and Report for Monday, 09 January 2023 at 15:11 UTC
@rstatstweet Twitter NodeXL SNA Map and Report for Monday, 09 January 2023 at 15:11 UTC
From:
SMRFoundation
Uploaded on:
January 09, 2023
Short Description:
@rstatstweet via NodeXL https://bit.ly/3QoO8q0
@rstatstweet
@stonewrightai
@siav2022
@vonnegutsaves
@tomcylier
@fieldomics
@daniel_olofin
@sivu_nzimeni
@adrimichelson
@fldatascience

Top hashtags:
#newpaper
#pastclim
#paleoclimate
#econtwitter
#rstats
#qualitative

Description:
Description
The graph represents a network of 177 Twitter users whose recent tweets contained "@rstatstweet", 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, 09 January 2023 at 15:11 UTC.

The tweets in the network were tweeted over the 9-day, 18-hour, 55-minute period from Friday, 30 December 2022 at 17:50 UTC to Monday, 09 January 2023 at 12:45 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


Overall Graph Metrics
Vertices : 177
Unique Edges : 482
Edges With Duplicates : 142
Total Edges : 624
Number of Edge Types : 4
Replies to : 109
Mentions : 197
Retweet : 56
MentionsInRetweet : 262
Self-Loops : 1
Reciprocated Vertex Pair Ratio : 0.0392927308447937
Reciprocated Edge Ratio : 0.0756143667296786
Connected Components : 1
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 177
Maximum Edges in a Connected Component : 624
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.538032
Graph Density : 0.0169812532100668
Modularity : 0.420476
NodeXL Version : 1.0.1.508
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=287526
Data Import : The graph represents a network of 177 Twitter users whose recent tweets contained "@rstatstweet", 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, 09 January 2023 at 15:11 UTC.

The tweets in the network were tweeted over the 9-day, 18-hour, 55-minute period from Friday, 30 December 2022 at 17:50 UTC to Monday, 09 January 2023 at 12:45 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 : @rstatstweet
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 Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[42] https://onlinelibrary.wiley.com/doi/full/10.1111/ecog.06481
[7] https://hardin47.netlify.app/blog/keep-busy-with-data-science/
[2] https://shiny.rstudio.com/gallery/
[1] https://regex101.com/
[1] https://rdrr.io/cran/terra/man/vect.html
[1] https://rdrr.io/cran/terra/man/extract.html
[1] https://www.amazon.com/Observation-Experiment-Introduction-Causal-Inference-ebook/dp/B074DVT9HR?ref_=ast_sto_dp
[1] https://www.amazon.com/gp/aw/d/0486237281/ref=tmm_pap_swatch_0?ie=UTF8&qid=1671470050&sr=8-1
[1] https://rdrr.io/cran/emmeans/man/emtrends.html
[1] https://www.gis-blog.com/increasing-the-speed-of-raster-processing-with-r-part-13/

Top URLs in Tweet in G1:
[7] https://hardin47.netlify.app/blog/keep-busy-with-data-science/
[2] https://shiny.rstudio.com/gallery/
[1] https://regex101.com/
[1] https://www.amazon.com/Observation-Experiment-Introduction-Causal-Inference-ebook/dp/B074DVT9HR?ref_=ast_sto_dp
[1] https://www.amazon.com/gp/aw/d/0486237281/ref=tmm_pap_swatch_0?ie=UTF8&qid=1671470050&sr=8-1
[1] https://rdrr.io/cran/emmeans/man/emtrends.html
[1] https://www.gis-blog.com/increasing-the-speed-of-raster-processing-with-r-part-13/
[1] https://therinspark.com/

Top URLs in Tweet in G2:
[42] https://onlinelibrary.wiley.com/doi/full/10.1111/ecog.06481
[1] https://rdrr.io/cran/terra/man/vect.html
[1] https://rdrr.io/cran/terra/man/extract.html

Top URLs in Tweet in G3:
[1] https://r4ds.had.co.nz/

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[42] newpaper
[42] pastclim
[42] paleoclimate
[6] econtwitter
[6] rstats
[2] qualitative
[2] psychology
[2] hi
[1] tweet
[1] erropadrao



Top Hashtags in Tweet in G1:
[6] econtwitter
[6] rstats

Top Hashtags in Tweet in G2:
[42] newpaper
[42] pastclim
[42] paleoclimate

Top Hashtags in Tweet in G3:
[2] qualitative
[2] psychology

Top Hashtags in Tweet in G4:
[1] tweet
[1] erropadrao
[1] rstudio
[1] r

Top Words
Top Words in Tweet in Entire Graph:
[164] rstatstweet
[51] ecographyjourna
[51] mkrapp3000
[51] robertmbeyer
[51] eeg_cam
[51] drmanica
[49] package
[43] happy
[43] proud
[43] use

Top Words in Tweet in G1:
[76] rstatstweet
[9] ajordannafa
[9] data
[9] mdancho84
[9] order
[8] advice
[8] variable
[7] ggplot2
[7] value
[7] lt

Top Words in Tweet in G2:
[51] drmanica
[51] eeg_cam
[51] ecographyjourna
[51] mkrapp3000
[51] rstatstweet
[51] robertmbeyer
[43] proud
[43] package
[43] happy
[42] #pastclim

Top Words in Tweet in G3:
[4] academicchatter
[4] rstatstweet
[3] help
[3] data
[2] #qualitative
[2] agreement
[2] responses
[2] disagreement
[2] pls
[2] #psychology

Top Words in Tweet in G4:
[7] rstatstweet
[4] database
[4] tweet
[4] hey
[4] check
[4] notion
[4] rstats
[4] pinned
[4] works
[4] connect

Top Words in Tweet in G5:
[3] rstatstweet

Top Words in Tweet in G6:
[6] rstudio
[5] rstatstweet
[3] vjjan91
[2] issue
[2] git

Top Words in Tweet in G8:
[2] mifella3
[2] pappachaga
[2] cigawrettepacks
[2] rstatstweet

Top Words in Tweet in G9:
[2] americantrees
[2] blazedrts
[2] rstatstweet
[2] dextraordinaryh

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[51] robertmbeyer,mkrapp3000
[51] drmanica,eeg_cam
[43] happy,proud
[42] easily,access
[42] hallett,robertmbeyer
[42] #newpaper,describing
[42] use,#paleoclimate
[42] authored,drmanica
[42] eeg_cam,emily
[42] #paleoclimate,ecographyjourna

Top Word Pairs in Tweet in G1:
[9] ajordannafa,rstatstweet
[8] mdancho84,rstatstweet
[7] data,science
[7] advice,data
[7] rstatstweet,advice
[6] case,greener
[6] dots,dot
[6] variable,value
[6] bottom,#econtwitter
[6] order,dots

Top Word Pairs in Tweet in G2:
[51] drmanica,eeg_cam
[51] robertmbeyer,mkrapp3000
[43] happy,proud
[42] introduce,#newpaper
[42] #paleoclimate,ecographyjourna
[42] eeg_cam,emily
[42] easily,access
[42] ecographyjourna,authored
[42] package,easily
[42] #newpaper,describing

Top Word Pairs in Tweet in G3:
[2] analysis,neg
[2] accurate,pls
[2] policy,struggling
[2] #qualitative,data
[2] thee_doogie,rstatstweet
[2] pos,accurate
[2] academicchatter,rstatstweet
[2] responses,agreement
[2] see,responses
[2] rstatstweet,thephdplace

Top Word Pairs in Tweet in G4:
[4] hey,rstats
[4] tweet,see
[4] notion,database
[4] database,check
[4] check,pinned
[4] rstatstweet,hey
[4] pinned,tweet
[4] connect,notion
[4] rstats,connect
[4] see,works

Top Word Pairs in Tweet in G6:
[4] rstudio,rstatstweet
[3] vjjan91,rstudio

Top Word Pairs in Tweet in G8:
[2] mifella3,cigawrettepacks

Top Word Pairs in Tweet in G9:
[2] americantrees,blazedrts
[2] rstatstweet,americantrees

Top Replied-To
Top Replied-To in Entire Graph:
@ajordannafa
@mdancho84
@monikaturyna
@mikleonardi
@mukesh_ray
@isabellaghement
@rstatstweet
@tosin77
@vjjan91
@sadneurons

Top Replied-To in G1:
@ajordannafa
@mdancho84
@monikaturyna
@mukesh_ray
@tosin77
@sadneurons
@economicsshiny
@feelug
@jobnmadu
@heikelehner

Top Replied-To in G2:
@mikleonardi
@dr_ali_hs
@genotepes
@anahit_19
@thierrygrange5

Top Replied-To in G3:
@thee_doogie

Top Replied-To in G4:
@rstatstweet
@datasciencetut
@ramyaroopa3

Top Replied-To in G5:
@kate_j_fuller
@michelnivard
@loukesio

Top Replied-To in G6:
@vjjan91
@jl_williamson

Top Replied-To in G7:
@bartzbeielstein

Top Replied-To in G8:
@mifella3

Top Replied-To in G9:
@dextraordinaryh
@stats_hub_

Top Replied-To in G10:
@zedrich_57

Top Mentioned
Top Mentioned in Entire Graph:
@rstatstweet
@ecographyjourna
@drmanica
@eeg_cam
@robertmbeyer
@mkrapp3000
@rstudio
@academicchatter
@savetonotion
@rstats4ds

Top Mentioned in G1:
@rstatstweet
@fluglehrer
@julialanguage
@ajordannafa
@monikaturyna
@mdancho84
@eddelbuettel
@profandyfield

Top Mentioned in G2:
@rstatstweet
@ecographyjourna
@drmanica
@eeg_cam
@robertmbeyer
@mkrapp3000
@lrcai

Top Mentioned in G3:
@academicchatter
@rstatstweet
@openacademics
@thephdplace

Top Mentioned in G4:
@rstatstweet
@savetonotion

Top Mentioned in G5:
@rstatstweet
@michaelnivard

Top Mentioned in G6:
@rstudio
@rstatstweet

Top Mentioned in G7:
@rstatstweet
@bartzeva
@martinzaefferer
@olafmersmann

Top Mentioned in G8:
@cigawrettepacks
@pappachaga
@rstatstweet

Top Mentioned in G9:
@rstatstweet
@americantrees
@blazedrts

Top Mentioned in G10:
@trvrfrnch
@animonsuta4u
@rstatstweet

Top Tweeters
Top Tweeters in Entire Graph:
@blazedrts
@savetonotion
@rstatstweet
@fluglehrer
@academicchatter
@drakefrompg
@rstats4ds
@rstats_tweets
@isabellaghement
@zorlakrules

Top Tweeters in G1:
@rstatstweet
@fluglehrer
@drakefrompg
@rstats_tweets
@zorlakrules
@bmwiernik
@sah16928046
@curium
@monikaturyna
@annapurani93

Top Tweeters in G2:
@chris_harrod
@victorlpezmtz
@diogoprovete
@joseca_2009
@gilromera
@lucytimbrell96
@drhammed
@ecographyjourna
@dnatimetravel
@genotepes

Top Tweeters in G3:
@academicchatter
@openacademics
@thephdplace
@adrimichelson
@sydney_reichin
@thee_doogie
@fldatascience
@dtarantino_io

Top Tweeters in G4:
@savetonotion
@datasciencetut
@williamcorrearj
@virus_hunter1
@wathnai
@ramyaroopa3

Top Tweeters in G5:
@michelnivard
@kate_j_fuller
@loukesio
@siav2022
@michaelnivard

Top Tweeters in G6:
@vjjan91
@pratikunterwegs
@marye_blair
@jl_williamson
@rstudio

Top Tweeters in G7:
@bartzbeielstein
@stonewrightai
@bartzeva
@olafmersmann
@martinzaefferer

Top Tweeters in G8:
@vonnegutsaves
@mifella3
@cigawrettepacks
@pappachaga

Top Tweeters in G9:
@blazedrts
@dextraordinaryh
@stats_hub_
@americantrees

Top Tweeters in G10:
@animonsuta4u
@zedrich_57
@tomcylier
@trvrfrnch


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