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http://www.nature.com/nature/journal/vaop/ncurrent/full/nature21429.html since:2017-03-12 until:2017
http://www.nature.com/nature/journal/vaop/ncurrent/full/nature21429.html since:2017-03-12 until:2017
From:
scotpublichealth
Uploaded on:
March 20, 2017
Short Description:
http://www.nature.com/nature/journal/vaop/ncurrent/full/nature21429.html since:2017-03-12 until:2017-03-19 via NodeXL http://bit.ly/2nXHsAK
@

Description:
Description
The graph represents a network of 480 Twitter users whose recent tweets contained "http://www.nature.com/nature/journal/vaop/ncurrent/full/nature21429.html since:2017-03-12 until:2017-03-19", 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, 20 March 2017 at 23:09 UTC.

The tweets in the network were tweeted over the 5-day, 7-hour, 48-minute period from Monday, 13 March 2017 at 16:07 UTC to Saturday, 18 March 2017 at 23:55 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 : 480
Unique Edges : 616
Edges With Duplicates : 57
Total Edges : 673
Self-Loops : 41
Reciprocated Vertex Pair Ratio : 0
Reciprocated Edge Ratio : 0
Connected Components : 31
Single-Vertex Connected Components : 25
Maximum Vertices in a Connected Component : 445
Maximum Edges in a Connected Component : 639
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.495916
Graph Density : 0.0026009046624913
Modularity : 0.42755
NodeXL Version : 1.0.1.375

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[214] http://www.nature.com/nature/journal/vaop/ncurrent/full/nature21429.html
[12] http://www.nature.com/doifinder/10.1038/nature21429
[10] http://www.nature.com/nature/journal/vaop/ncurrent/full/nature21429.html?utm_content=bufferf6eb9&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer#videos
[6] http://www.nature.com/nature/journal/vaop/ncurrent/full/nature21429.html?utm_content=buffer28c65&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer#videos
[2] http://TheHerdLocker.com
[2] http://www.nature.com/nature/journal/vaop/ncurrent/full/nature21429.html?utm_content=buffer9e62b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer#videos
[1] http://doi.org/10.1038/nature21429
[1] http://dx.doi.org/10.1038/nature21429
[1] http://linkis.com/988M9
[1] https://twitter.com/i/web/status/842906270545956866

Top URLs in Tweet in G1:
[2] http://www.nature.com/nature/journal/vaop/ncurrent/full/nature21429.html
[2] http://www.nature.com/doifinder/10.1038/nature21429
[1] https://twitter.com/i/web/status/843069660081930240
[1] https://twitter.com/i/web/status/841635316058472448
[1] https://twitter.com/i/web/status/842050213569302528

Top URLs in Tweet in G2:
[98] http://www.nature.com/nature/journal/vaop/ncurrent/full/nature21429.html

Top URLs in Tweet in G3:
[28] http://www.nature.com/nature/journal/vaop/ncurrent/full/nature21429.html
[1] http://www.nature.com/doifinder/10.1038/nature21429

Top URLs in Tweet in G4:
[13] http://www.nature.com/nature/journal/vaop/ncurrent/full/nature21429.html
[6] http://www.nature.com/doifinder/10.1038/nature21429
[1] https://twitter.com/i/web/status/841336398535774208
[1] http://linkis.com/rZvnQ
[1] https://twitter.com/i/web/status/841336409076187136
[1] http://linkis.com/0QOL3
[1] https://twitter.com/i/web/status/841379146412482562
[1] https://twitter.com/gorka_orive/status/841377881418813440
[1] http://www.nature.com/nature/journal/vaop/ncurrent/full/nature21429.html#affil-auth
[1] http://linkis.com/bsJz5

Top URLs in Tweet in G5:
[19] http://www.nature.com/nature/journal/vaop/ncurrent/full/nature21429.html

Top URLs in Tweet in G6:
[10] http://www.nature.com/nature/journal/vaop/ncurrent/full/nature21429.html?utm_content=bufferf6eb9&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer#videos
[6] http://www.nature.com/nature/journal/vaop/ncurrent/full/nature21429.html?utm_content=buffer28c65&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer#videos
[6] http://www.nature.com/nature/journal/vaop/ncurrent/full/nature21429.html
[2] http://www.nature.com/nature/journal/vaop/ncurrent/full/nature21429.html?utm_content=buffer9e62b&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer#videos
[1] http://doi.org/10.1038/nature21429
[1] https://twitter.com/i/web/status/842407714798112769

Top URLs in Tweet in G7:
[16] http://www.nature.com/nature/journal/vaop/ncurrent/full/nature21429.html

Top URLs in Tweet in G8:
[14] http://www.nature.com/nature/journal/vaop/ncurrent/full/nature21429.html

Top URLs in Tweet in G9:
[3] http://www.nature.com/doifinder/10.1038/nature21429

Top URLs in Tweet in G10:
[2] http://www.nature.com/nature/journal/vaop/ncurrent/full/nature21429.html

Top Domains
Top Domains in Tweet in Entire Graph:
[246] nature.com
[12] twitter.com
[4] linkis.com
[2] doi.org
[2] theherdlocker.com
[1] sciencedaily.com
[1] sciencealert.com

Top Domains in Tweet in G1:
[4] nature.com
[3] twitter.com

Top Domains in Tweet in G2:
[98] nature.com

Top Domains in Tweet in G3:
[29] nature.com

Top Domains in Tweet in G4:
[21] nature.com
[7] twitter.com
[4] linkis.com
[1] sciencealert.com
[1] sciencedaily.com
[1] doi.org

Top Domains in Tweet in G5:
[19] nature.com

Top Domains in Tweet in G6:
[24] nature.com
[1] doi.org
[1] twitter.com

Top Domains in Tweet in G7:
[16] nature.com

Top Domains in Tweet in G8:
[14] nature.com

Top Domains in Tweet in G9:
[3] nature.com

Top Domains in Tweet in G10:
[2] nature.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[116] dataviz
[28] dna
[21] nbthighlight
[18] singlecell
[18] hic
[7] genome
[4] genomics
[2] chromosome
[2] 3dgenome
[2] architecture



Top Hashtags in Tweet in G1:
[1] genomics
[1] bioinformatics

Top Hashtags in Tweet in G2:
[98] dataviz

Top Hashtags in Tweet in G3:
[26] dna
[2] dataviz

Top Hashtags in Tweet in G4:
[3] dataviz
[2] dna
[1] tad
[1] nbthighlight
[1] imaging
[1] 3d
[1] mammalian
[1] genome
[1] cell
[1] genomics

Top Hashtags in Tweet in G5:
[19] nbthighlight

Top Hashtags in Tweet in G6:
[18] singlecell
[18] hic
[2] genome
[1] dataviz
[1] nbthighlight

Top Hashtags in Tweet in G7:
[1] dataviz

Top Hashtags in Tweet in G8:
[2] dataviz

Top Words
Top Words in Tweet in Entire Graph:
[158] Words in Sentiment List#1: Positive
[0] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[8184] Non-categorized Words
[8342] Total Words
[443] genomes
[408] nature
[357] structures
[339] 3d
[331] mammalian

Top Words in Tweet in G1:
[251] 3d
[251] mammalian
[251] genomes
[250] structures
[249] nature
[248] new
[247] using
[247] data
[247] chromosome
[247] conformation

Top Words in Tweet in G2:
[99] nature
[99] genomes
[98] 3
[98] d
[98] single
[98] cells
[98] technological
[98] dataviz
[98] feat
[98] out

Top Words in Tweet in G3:
[28] 3d
[28] structures
[27] cell
[26] progress
[26] imaging
[26] first
[26] active
[26] dna
[25] gorka_orive
[4] genomes

Top Words in Tweet in G4:
[15] genomes
[15] 3d
[14] cell
[14] single
[12] structures
[12] mammalian
[9] hi
[9] c
[8] individual
[8] studied

Top Words in Tweet in G5:
[22] structures
[22] mammalian
[22] genomes
[19] three
[19] dimensional
[19] analyzed
[19] single
[19] cells
[19] nbthighlight
[18] naturebiotech

Top Words in Tweet in G6:
[23] nature
[22] structures
[22] genomes
[21] 3d
[21] mammalian
[20] cambridge_uni
[18] singlecell
[18] hic
[18] ernestlau
[15] mmw_lmw

Top Words in Tweet in G7:
[16] single
[15] imaging
[15] hi
[15] c
[15] detect
[15] chromatin
[15] folding
[15] cell
[15] level
[14] kcakdemir

Top Words in Tweet in G8:
[15] nature
[14] genomes
[13] single
[12] 3d
[12] structures
[12] mammalian
[11] benlehner
[11] individual
[11] studied
[11] cell

Top Words in Tweet in G9:
[4] 3d
[4] structures
[4] mammalian
[4] genomes
[3] wow
[3] individual
[3] studied
[3] single
[3] cell
[3] hi

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[332] 3d,structures
[328] mammalian,genomes
[298] structures,mammalian
[261] chromosome,conformation
[260] conformation,capture
[259] genomes,using
[259] using,data
[259] data,new
[259] new,chromosome
[258] capture,procedure

Top Word Pairs in Tweet in G1:
[251] mammalian,genomes
[250] 3d,structures
[247] structures,mammalian
[247] genomes,using
[247] using,data
[247] data,new
[247] new,chromosome
[247] chromosome,conformation
[247] conformation,capture
[247] capture,procedure

Top Word Pairs in Tweet in G2:
[98] 3,d
[98] d,genomes
[98] genomes,single
[98] single,cells
[98] cells,technological
[98] technological,dataviz
[98] dataviz,feat
[98] feat,out
[98] out,video
[98] video,nature

Top Word Pairs in Tweet in G3:
[28] 3d,structures
[26] progress,cell
[26] cell,imaging
[26] imaging,first
[26] first,3d
[26] structures,active
[26] active,dna
[25] gorka_orive,progress
[2] mammalian,genomes
[2] erictopol,3

Top Word Pairs in Tweet in G4:
[11] 3d,structures
[11] mammalian,genomes
[10] single,cell
[9] hi,c
[8] structures,individual
[8] individual,mammalian
[8] genomes,studied
[8] studied,single
[8] cell,hi
[4] genomes,single

Top Word Pairs in Tweet in G5:
[22] structures,mammalian
[22] mammalian,genomes
[19] three,dimensional
[19] dimensional,structures
[19] genomes,analyzed
[19] analyzed,single
[19] single,cells
[19] cells,nbthighlight
[18] naturebiotech,three
[3] nature,3d

Top Word Pairs in Tweet in G6:
[21] 3d,structures
[21] structures,mammalian
[21] mammalian,genomes
[18] singlecell,hic
[18] hic,3d
[18] genomes,ernestlau
[18] ernestlau,cambridge_uni
[18] cambridge_uni,nature
[15] mmw_lmw,singlecell
[3] 3,d

Top Word Pairs in Tweet in G7:
[15] imaging,hi
[15] hi,c
[15] c,detect
[15] detect,chromatin
[15] chromatin,folding
[15] folding,single
[15] single,cell
[15] cell,level
[14] kcakdemir,imaging

Top Word Pairs in Tweet in G8:
[12] 3d,structures
[12] mammalian,genomes
[11] structures,individual
[11] individual,mammalian
[11] genomes,studied
[11] studied,single
[11] single,cell
[11] cell,hi
[11] hi,c
[11] c,nature

Top Word Pairs in Tweet in G9:
[4] 3d,structures
[4] mammalian,genomes
[3] wow,3d
[3] structures,individual
[3] individual,mammalian
[3] genomes,studied
[3] studied,single
[3] single,cell
[3] cell,hi
[3] hi,c

Top Replied-To
Top Replied-To in Entire Graph:
@nature
@keeper_86

Top Mentioned
Top Mentioned in Entire Graph:
@nature
@erictopol
@gorka_orive
@cambridge_uni
@naturebiotech
@kcakdemir
@mmw_lmw
@benlehner
@yuvalsim
@joonomics

Top Mentioned in G1:
@nature
@gelotcam

Top Mentioned in G2:
@nature
@erictopol

Top Mentioned in G3:
@gorka_orive
@nature
@erictopol

Top Mentioned in G5:
@naturebiotech
@nature

Top Mentioned in G6:
@nature
@cambridge_uni
@mmw_lmw
@sciencecrisp
@stojdllab
@kcakdemir
@erictopol
@naturebiotech

Top Mentioned in G7:
@kcakdemir
@nature
@erictopol

Top Mentioned in G8:
@nature
@benlehner
@erictopol
@ludicroce
@bdh_lab

Top Mentioned in G9:
@yuvalsim
@nature

Top Mentioned in G10:
@nature
@joonomics

Top Tweeters
Top Tweeters in Entire Graph:
@qxnews
@frenchredfrog
@johnhard3
@alevergara78
@fm7
@chidambara09
@cathcoste
@jchrispires
@ainarsbr11
@noisequeen

Top Tweeters in G1:
@qxnews
@frenchredfrog
@jchrispires
@drskharlamov
@gladeolie
@diesmaerore
@igorcarron
@pinmarch_t
@danmarce
@xtaldave

Top Tweeters in G2:
@fm7
@chidambara09
@mogulazam
@edamame0811
@takatoh1
@emulenews
@lluis1966
@srzjwalters
@norionakatsuji
@koburouze845

Top Tweeters in G3:
@johnhard3
@noisequeen
@hormitek
@ecoli071
@raseelabdelhadi
@marrybrownoo
@enrique2604
@gabrielroybal
@stevebagley
@leglys

Top Tweeters in G4:
@cathcoste
@ainarsbr11
@thebertmcgill
@ewyler
@t_bhaduri
@elementolab
@physicsism
@biotechdocs
@frohrn
@rspharmdphd

Top Tweeters in G5:
@_tiptree
@henrygeenature
@stemcellsaus
@solangepedreir1
@fieldlabjic
@jnsterrenberg
@naturebiotech
@pmar7386
@carolynbertozzi
@thepatentoption

Top Tweeters in G6:
@gclugo
@eduardoarmienta
@meyerbjoern
@tjkwon75
@sengupso
@actually_alan
@cambridge_uni
@esc_ipsc_news
@mmw_lmw
@swift528491

Top Tweeters in G7:
@anshul
@roelverhaak
@kcakdemir
@aedinculhane
@francesc_castro
@jbateman01
@sroyyors
@apredeus
@carmeloferrai
@o_ursu

Top Tweeters in G8:
@tangming2005
@benlehner
@syseuro
@bdh_lab
@jaguilarrod
@robbeagrie
@andrew_gehrke
@paskjaer
@lluismorey
@rebecca_poulos

Top Tweeters in G9:
@tylervkent
@vietbio
@yuvalsim

Top Tweeters in G10:
@ryanlcollins13
@joonomics