@WolframResearch, Twitter, 4/23/2019 10:45:12 PM, 194671


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@WolframResearch Twitter NodeXL SNA Map and Report for Tuesday, 23 April 2019 at 21:59 UTC
@WolframResearch Twitter NodeXL SNA Map and Report for Tuesday, 23 April 2019 at 21:59 UTC
From:
docassar
Uploaded on:
April 23, 2019
Short Description:
@WolframResearch via NodeXL http://bit.ly/2KVomM9
@wolframresearch
@stephen_wolfram
@bmccadmissions
@academath
@_open_science_
@sergiosanz001
@j_bertolotti
@swedewhite
@mathgrrl
@biophysicsfl

Top hashtags:
#wolfram
#muellerreport
#machinelearning
#easter
#programming

Description:
Description
The graph represents a network of 168 Twitter users whose recent tweets contained "@WolframResearch", 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 Tuesday, 23 April 2019 at 21:59 UTC.

The tweets in the network were tweeted over the 9-day, 8-hour, 7-minute period from Sunday, 14 April 2019 at 13:48 UTC to Tuesday, 23 April 2019 at 21:55 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 : 168
Unique Edges : 244
Edges With Duplicates : 199
Total Edges : 443
Number of Edge Types : 4
Replies to : 26
Retweet : 165
Mentions : 229
Tweet : 23
Self-Loops : 23
Reciprocated Vertex Pair Ratio : 0.0066006600660066
Reciprocated Edge Ratio : 0.0131147540983607
Connected Components : 2
Single-Vertex Connected Components : 1
Maximum Vertices in a Connected Component : 167
Maximum Edges in a Connected Component : 442
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 2.184439
Graph Density : 0.0108711149130311
Modularity : 0.353187
NodeXL Version : 1.0.1.411

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[9] https://reference.wolfram.com/language/ref/ComplexPlot3D.html
[8] https://reference.wolfram.com/language/ref/MeanAround.html
[5] https://reference.wolfram.com/language/ref/BlockchainTransactionSign.html
[5] https://reference.wolfram.com/language/ref/FindPeaks.html
[4] https://resources.wolframcloud.com/FunctionRepository/resources/Intrinsic3DCurve
[3] https://twitter.com/stephen_wolfram/status/1118228811617849344
[3] https://reference.wolfram.com/language/ref/EdgeWeightedGraphQ.html
[3] https://reference.wolfram.com/language/ref/AnomalyDetectorFunction.html
[3] https://blog.wolfram.com/2019/04/16/version-12-launches-today-big-jump-for-wolfram-language-and-mathematica/
[3] https://www.stephenwolfram.com/livestreams/

Top URLs in Tweet in G1:
[7] https://reference.wolfram.com/language/ref/MeanAround.html
[5] https://reference.wolfram.com/language/ref/BlockchainTransactionSign.html
[3] https://reference.wolfram.com/language/ref/FindPeaks.html
[3] https://reference.wolfram.com/language/ref/AnomalyDetectorFunction.html
[3] https://resources.wolframcloud.com/FunctionRepository/resources/Intrinsic3DCurve
[3] https://reference.wolfram.com/language/ref/EdgeWeightedGraphQ.html
[3] https://www.stephenwolfram.com/livestreams/
[2] https://www.wolframcloud.com/objects/arnoudb/Published/RedactionFraction.nb
[2] https://reference.wolfram.com/language/ref/SeriesCoefficient.html
[2] https://reference.wolfram.com/language/ref/Sphere.html

Top URLs in Tweet in G2:
[5] https://reference.wolfram.com/language/ref/ComplexPlot3D.html
[2] https://twitter.com/stephen_wolfram/status/1118180495207145472
[1] https://reference.wolfram.com/language/ref/FindPeaks.html
[1] https://reference.wolfram.com/language/ref/MeanAround.html

Top URLs in Tweet in G3:
[1] https://reference.wolfram.com/language/ref/CanonicalizePolyhedron.html
[1] https://twitter.com/stephen_wolfram/status/1118228811617849344
[1] https://reference.wolfram.com/language/ref/GeoGridRange.html
[1] https://reference.wolfram.com/language/ref/ComplexPlot3D.html
[1] https://www.wolfram.com/language/new-in-12/
[1] https://www.wolfram.com/language/new-in-12/?source=frontpage-stripe
[1] https://www.wolfram.com/language/elementary-introduction/2nd-ed/22-machine-learning.html
[1] https://resources.wolframcloud.com/FunctionRepository/resources/Intrinsic3DCurve
[1] https://twitter.com/WolframResearch/status/1118969837412323328
[1] https://blog.wolfram.com/2019/04/16/version-12-launches-today-big-jump-for-wolfram-language-and-mathematica/

Top URLs in Tweet in G4:
[1] https://www.foxnews.com/science/the-hunt-is-on-for-the-lunar-library-that-crashed-on-the-moon-aboard-doomed-beresheet-probe

Top URLs in Tweet in G5:
[1] https://twitter.com/wstein389/status/1117621819765395456

Top URLs in Tweet in G6:
[1] https://commons.wikimedia.org/wiki/File:Many_Interacting_Worlds-Tunneling.gif
[1] https://commons.wikimedia.org/wiki/File:Many_Interacting_Worlds-Ground_state_of_harmonic_oscilator.gif

Top URLs in Tweet in G8:
[1] https://reference.wolfram.com/language/ref/FindPeaks.html
[1] https://reference.wolfram.com/language/ref/ComplexPlot3D.html

Top Domains
Top Domains in Tweet in Entire Graph:
[66] wolfram.com
[8] wolframcloud.com
[7] twitter.com
[4] stephenwolfram.com
[2] wikimedia.org
[2] twitch.tv
[1] foxnews.com
[1] arxiv.org

Top Domains in Tweet in G1:
[49] wolfram.com
[7] wolframcloud.com
[4] stephenwolfram.com
[2] twitter.com
[2] twitch.tv
[1] arxiv.org

Top Domains in Tweet in G2:
[7] wolfram.com
[2] twitter.com

Top Domains in Tweet in G3:
[7] wolfram.com
[2] twitter.com
[1] wolframcloud.com

Top Domains in Tweet in G4:
[1] foxnews.com

Top Domains in Tweet in G5:
[1] twitter.com

Top Domains in Tweet in G6:
[2] wikimedia.org

Top Domains in Tweet in G8:
[2] wolfram.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[86] wolfram
[25] muellerreport
[14] machinelearning
[13] easter
[7] programming
[5] graphics
[5] eth
[5] mathematica
[4] wolframnetrepo
[4] resourcefunction



Top Hashtags in Tweet in G1:
[44] wolfram
[23] muellerreport
[9] machinelearning
[9] easter
[5] eth
[5] graphics
[5] programming
[4] newkindofscience
[4] mathematica
[3] wolframnetrepo

Top Hashtags in Tweet in G2:
[34] wolfram
[1] easter
[1] machinelearning

Top Hashtags in Tweet in G3:
[8] wolfram
[4] machinelearning
[3] easter
[2] muellerreport
[2] programming
[1] wolframnetrepo
[1] resourcefunction

Top Hashtags in Tweet in G4:
[1] findthelunarlibrary
[1] beresheet

Top Hashtags in Tweet in G5:
[1] opensource
[1] math
[1] scicomm
[1] acchat
[1] openscience

Top Hashtags in Tweet in G6:
[2] publicdomain

Top Hashtags in Tweet in G10:
[1] mathematica

Top Words
Top Words in Tweet in Entire Graph:
[101] Words in Sentiment List#1: Positive
[27] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[4611] Non-categorized Words
[4739] Total Words
[100] language
[86] #wolfram
[72] 12
[71] stephen_wolfram
[67] mathematica

Top Words in Tweet in G1:
[46] language
[44] #wolfram
[38] day
[33] function
[29] wolframresearch
[23] #muellerreport
[23] arnoudbuzing
[21] new
[20] 12
[19] mathematica

Top Words in Tweet in G2:
[38] stephen_wolfram
[35] 12
[34] version
[34] #wolfram
[34] language
[26] mathematica
[25] here
[25] takes
[25] behind
[25] scenes

Top Words in Tweet in G3:
[20] new
[19] language
[16] stephen_wolfram
[15] 12
[15] mathematica
[14] version
[14] features
[13] wolframresearch
[12] live
[12] wolfram

Top Words in Tweet in G4:
[7] archmission
[7] stephen_wolfram
[7] wolframresearch
[7] teamspaceil
[7] ilaerospaceiai
[6] lunar
[6] library
[5] hunt
[5] crashed
[5] moon

Top Words in Tweet in G5:
[4] sage
[2] prof
[2] william
[2] stein
[2] wstein389
[2] resigned
[2] tenured
[2] uw
[2] professorship
[2] concentrate

Top Words in Tweet in G6:
[5] wolframresearch
[3] mathematica
[3] mathematicatip
[2] released
[2] #publicdomain
[2] uploaded
[2] wikicommons
[2] together
[2] script
[2] used

Top Words in Tweet in G8:
[2] function
[2] day

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[81] #wolfram,language
[63] version,12
[45] 12,#wolfram
[45] function,day
[44] language,mathematica
[30] mathematica,here
[30] here,stephen_wolfram
[30] stephen_wolfram,takes
[30] takes,behind
[30] behind,scenes

Top Word Pairs in Tweet in G1:
[39] #wolfram,language
[33] function,day
[14] version,12
[12] redaction,fraction
[12] fraction,#muellerreport
[12] #muellerreport,computed
[12] computed,#wolfram
[12] language,arnoudbuzing
[12] arnoudbuzing,check
[12] check,out

Top Word Pairs in Tweet in G2:
[34] version,12
[34] 12,#wolfram
[34] #wolfram,language
[25] language,mathematica
[25] mathematica,here
[25] here,stephen_wolfram
[25] stephen_wolfram,takes
[25] takes,behind
[25] behind,scenes
[25] scenes,demonstrate

Top Word Pairs in Tweet in G3:
[14] version,12
[11] language,mathematica
[11] wolfram,language
[9] new,features
[9] twitch,facebook
[9] facebook,youtube
[8] #wolfram,language
[8] join,stephen_wolfram
[8] stephen_wolfram,tomorrow
[8] tomorrow,4

Top Word Pairs in Tweet in G4:
[7] archmission,stephen_wolfram
[7] stephen_wolfram,wolframresearch
[7] wolframresearch,teamspaceil
[7] teamspaceil,ilaerospaceiai
[6] lunar,library
[5] hunt,lunar
[5] library,crashed
[5] crashed,moon
[5] moon,aboard
[5] aboard,doomed

Top Word Pairs in Tweet in G5:
[2] prof,william
[2] william,stein
[2] stein,wstein389
[2] wstein389,resigned
[2] resigned,tenured
[2] tenured,uw
[2] uw,professorship
[2] professorship,concentrate
[2] concentrate,fully
[2] fully,projects

Top Word Pairs in Tweet in G6:
[2] released,#publicdomain
[2] #publicdomain,uploaded
[2] uploaded,wikicommons
[2] wikicommons,together
[2] together,wolframresearch
[2] wolframresearch,mathematica
[2] mathematica,script
[2] script,used
[2] used,generate
[2] wolframresearch,mathematicatip

Top Word Pairs in Tweet in G8:
[2] function,day

Top Replied-To
Top Replied-To in Entire Graph:
@wolframresearch
@jamesjrogers
@erinkhoo
@stephen_wolfram
@y2skot
@mathgeofd
@arnoudbuzing
@lehuytien6
@swedewhite

Top Replied-To in G1:
@wolframresearch

Top Replied-To in G2:
@wolframresearch

Top Replied-To in G3:
@wolframresearch
@arnoudbuzing
@erinkhoo
@stephen_wolfram
@y2skot
@swedewhite

Top Replied-To in G4:
@jamesjrogers

Top Replied-To in G6:
@wolframresearch

Top Replied-To in G8:
@mathgeofd

Top Replied-To in G9:
@lehuytien6

Top Mentioned
Top Mentioned in Entire Graph:
@stephen_wolfram
@wolframresearch
@arnoudbuzing
@twitch
@facebook
@youtube
@archmission
@teamspaceil
@ilaerospaceiai
@etiennebcp

Top Mentioned in G1:
@arnoudbuzing
@wolframresearch
@stephen_wolfram
@twitch
@facebook
@youtube
@shonk
@mikeandallie

Top Mentioned in G2:
@stephen_wolfram
@wolframresearch
@nkn_org

Top Mentioned in G3:
@stephen_wolfram
@wolframresearch
@twitch
@facebook
@youtube
@etiennebcp
@arnoudbuzing
@chriswilsondc

Top Mentioned in G4:
@archmission
@stephen_wolfram
@wolframresearch
@teamspaceil
@ilaerospaceiai

Top Mentioned in G5:
@wstein389
@uw
@sagemath
@cocalc_com
@maplesoft
@wolframresearch

Top Mentioned in G6:
@wolframresearch
@mathematicatip
@wikicommons

Top Mentioned in G7:
@awscloud
@wolframresearch
@github
@google

Top Mentioned in G8:
@ariya_7213
@wolframresearch

Top Mentioned in G9:
@wolframresearch

Top Mentioned in G10:
@nntaleb
@wolframresearch

Top Tweeters
Top Tweeters in Entire Graph:
@aaroncuddeback
@nuclear94
@santchiweb
@ianrobinson
@showme_logic
@1phd
@google
@_open_science_
@spacecom
@thechrischua

Top Tweeters in G1:
@aaroncuddeback
@nuclear94
@santchiweb
@ianrobinson
@showme_logic
@1phd
@thechrischua
@abigailthesnail
@mcanosan
@la_toque

Top Tweeters in G2:
@dwlz
@advisort
@steubens7
@peterliou1
@frequenter_
@jeanmarcjazzi
@jadnavas
@theneomatrix369
@elizabethshack
@sojarturo

Top Tweeters in G3:
@danielscarvalho
@youtube
@twitch
@facebook
@june_park_
@jeremysytweet
@chriswilsondc
@geoffdoessums
@mikibrd
@erinkhoo

Top Tweeters in G4:
@spacecom
@jb_hilterman
@novaspivack
@jamesjrogers
@federallamm
@teamspaceil
@archmission
@ilaerospaceiai

Top Tweeters in G5:
@_open_science_
@uw
@maplesoft
@sagemath
@wstein389
@cocalc_com
@academath

Top Tweeters in G6:
@j_bertolotti
@mathematicatip
@wikicommons
@afreddiepage

Top Tweeters in G7:
@google
@awscloud
@github
@bmccadmissions

Top Tweeters in G8:
@sergiosanz001
@ariya_7213
@mathgeofd

Top Tweeters in G9:
@mathigonorg
@lehuytien6

Top Tweeters in G10:
@nntaleb
@biophysicsfl


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