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#KeplerSciCon Twitter NodeXL SNA Map and Report for Monday, 19 June 2017 at 18:02 UTC
#KeplerSciCon Twitter NodeXL SNA Map and Report for Monday, 19 June 2017 at 18:02 UTC
From:
Marc_Smith
Uploaded on:
June 19, 2017
Short Description:
#KeplerSciCon via NodeXL http://bit.ly/2sIkHGX
@nasakepler
@aussiastronomer
@geerthub
@jessiedotson
@lacalaca85
@apogeesurvey
@dmlacourse

Description:
Description
The graph represents a network of 110 Twitter users whose recent tweets contained "#KeplerSciCon", 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, 19 June 2017 at 18:02 UTC.

The tweets in the network were tweeted over the 9-day, 4-hour, 9-minute period from Saturday, 10 June 2017 at 13:51 UTC to Monday, 19 June 2017 at 18:00 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 : 110
Unique Edges : 174
Edges With Duplicates : 122
Total Edges : 296
Number of Edge Types : 3
Tweet : 75
Replies to : 14
Mentions : 207
Self-Loops : 75
Reciprocated Vertex Pair Ratio : 0.0170454545454545
Reciprocated Edge Ratio : 0.0335195530726257
Connected Components : 13
Single-Vertex Connected Components : 10
Maximum Vertices in a Connected Component : 94
Maximum Edges in a Connected Component : 280
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.008123
Graph Density : 0.014929107589658
Modularity : 0.408941
NodeXL Version : 1.0.1.384

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[14] https://www.nasa.gov/kepler
[3] https://twitter.com/nasakepler/status/876787636093894656
[2] https://aasgender.wwu.edu
[1] https://twitter.com/i/web/status/876862362157842435
[1] https://twitter.com/i/web/status/876860949105213440
[1] https://twitter.com/i/web/status/876861313154023424
[1] https://twitter.com/i/web/status/876859532546146305
[1] https://twitter.com/i/web/status/876858448201138176
[1] https://twitter.com/i/web/status/876862337126461442
[1] https://twitter.com/i/web/status/876838922935914497

Top URLs in Tweet in G1:
[13] https://www.nasa.gov/kepler
[1] https://twitter.com/i/web/status/876787636093894656
[1] https://twitter.com/i/web/status/863055855310184448
[1] https://twitter.com/i/web/status/876844145901424641
[1] https://twitter.com/i/web/status/876821298504126464
[1] https://twitter.com/i/web/status/876836710994198528
[1] https://twitter.com/KeplerGO/status/876794202046304256

Top URLs in Tweet in G2:
[1] https://twitter.com/i/web/status/876792700766257152
[1] https://twitter.com/i/web/status/876589591255326720
[1] https://twitter.com/i/web/status/876818622814879745

Top URLs in Tweet in G3:
[1] https://www.google.com/maps/d/viewer?mid=1mLDLr4wctVk656TNalWU_NHuu1A&ll=37.40630103830016%2C-122.05271885698727&z=15
[1] https://twitter.com/i/web/status/876794202046304256
[1] https://twitter.com/i/web/status/876860050219782144
[1] https://twitter.com/i/web/status/876844752401965056
[1] https://twitter.com/i/web/status/876838351399116806
[1] https://twitter.com/i/web/status/876129960393678849
[1] https://twitter.com/i/web/status/876845178706829312
[1] https://twitter.com/i/web/status/876847831251693568
[1] https://keplerscience.arc.nasa.gov/scicon4/

Top URLs in Tweet in G4:
[2] https://aasgender.wwu.edu
[1] https://twitter.com/i/web/status/876861313154023424
[1] https://twitter.com/i/web/status/876862337126461442
[1] https://twitter.com/i/web/status/876858448201138176
[1] https://twitter.com/i/web/status/876859532546146305
[1] https://twitter.com/i/web/status/876838922935914497
[1] https://twitter.com/i/web/status/876835709100761088
[1] https://www.nasa.gov/kepler/exoplanetweek/
[1] https://twitter.com/i/web/status/874293360390832129
[1] https://twitter.com/i/web/status/876838212315959297

Top URLs in Tweet in G5:
[3] https://twitter.com/nasakepler/status/876787636093894656
[1] https://twitter.com/mrtommyb/status/876837381621522433
[1] https://keplerscience.arc.nasa.gov/live-streaming-available-for-kepler-k2-science-conference-iv.html

Top URLs in Tweet in G6:
[1] https://www.nasa.gov/nasalive/
[1] https://twitter.com/nasakepler/status/876819092480684033
[1] https://twitter.com/nasakepler/status/876851131808235521

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/876860949105213440
[1] https://twitter.com/i/web/status/876862362157842435
[1] https://www.nasa.gov/kepler

Top URLs in Tweet in G8:
[1] https://twitter.com/jradavenport/status/876856070194331648

Top URLs in Tweet in G9:
[1] http://getnowmorefollowtwt.blogspot.com/?a//htrost/fari3/fari350183.html

Top URLs in Tweet in G10:
[1] http://getthousandsfollowerstwt.blogspot.com/?a//rplusa/tlkpm/tlkpm51369.html

Top Domains
Top Domains in Tweet in Entire Graph:
[33] twitter.com
[19] nasa.gov
[3] wwu.edu
[2] blogspot.com
[1] google.com

Top Domains in Tweet in G1:
[13] nasa.gov
[6] twitter.com

Top Domains in Tweet in G2:
[3] twitter.com

Top Domains in Tweet in G3:
[7] twitter.com
[1] google.com
[1] nasa.gov

Top Domains in Tweet in G4:
[8] twitter.com
[3] wwu.edu
[2] nasa.gov

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

Top Domains in Tweet in G6:
[2] twitter.com
[1] nasa.gov

Top Domains in Tweet in G7:
[2] twitter.com
[1] nasa.gov

Top Domains in Tweet in G8:
[1] twitter.com

Top Domains in Tweet in G9:
[1] blogspot.com

Top Domains in Tweet in G10:
[1] blogspot.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[224] keplerscicon
[53] keplerweek
[7] data
[7] egstars
[5] kepler
[5] durcgm17
[3] k2mission
[3] clues2017
[3] tbilfo2017
[2] nasa



Top Hashtags in Tweet in G1:
[37] keplerscicon
[20] keplerweek
[1] data
[1] exoplanet
[1] k2mission

Top Hashtags in Tweet in G2:
[47] keplerscicon
[16] keplerweek
[4] data
[4] kepler
[2] diversity
[1] carpool
[1] exoplanets
[1] exoplanet

Top Hashtags in Tweet in G3:
[36] keplerscicon
[1] k2mission
[1] data
[1] keplerweek
[1] revisitingmypastlivesthisweek

Top Hashtags in Tweet in G4:
[34] keplerscicon
[4] keplerweek
[2] nasa
[1] kepler
[1] boyajiansstar
[1] coffee

Top Hashtags in Tweet in G5:
[18] keplerscicon
[9] keplerweek
[7] egstars
[5] durcgm17
[3] clues2017
[3] tbilfo2017
[1] exoplanets
[1] data

Top Hashtags in Tweet in G6:
[12] keplerscicon
[1] asknasa

Top Hashtags in Tweet in G7:
[27] keplerscicon
[3] keplerweek
[1] askingforafriend
[1] k2mission

Top Hashtags in Tweet in G8:
[11] keplerscicon

Top Hashtags in Tweet in G9:
[1] followers
[1] nascar
[1] keplerscicon
[1] hassanali

Top Hashtags in Tweet in G10:
[1] followers
[1] itstime
[1] keplerscicon
[1] indus

Top Words
Top Words in Tweet in Entire Graph:
[151] Words in Sentiment List#1: Positive
[39] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[3614] Non-categorized Words
[3804] Total Words
[224] keplerscicon
[54] nasakepler
[53] keplerweek
[39] week
[34] science

Top Words in Tweet in G1:
[37] keplerscicon
[21] nasakepler
[20] keplerweek
[19] nasaames
[18] week
[15] start
[15] exciting
[15] science
[14] spectacular
[13] http

Top Words in Tweet in G2:
[47] keplerscicon
[20] catalog
[18] nasakepler
[16] keplerweek
[16] around
[14] mustaric
[12] kepler
[11] candidates
[10] aussiastronomer
[9] stars

Top Words in Tweet in G3:
[36] keplerscicon
[8] k2
[7] keynote
[6] campaign
[6] 11
[6] week
[5] conference
[5] good
[5] live
[5] here's

Top Words in Tweet in G4:
[34] keplerscicon
[8] kepler
[7] conference
[6] week
[6] planets
[5] jotajotahermes
[5] exciting
[5] science
[5] nasakepler
[4] pro

Top Words in Tweet in G5:
[18] keplerscicon
[9] keplerweek
[7] more
[7] egstars
[6] exoplanets
[5] astromeetings
[5] durcgm17
[3] keck1obs
[3] data
[3] nasakepler

Top Words in Tweet in G6:
[12] keplerscicon
[3] planet
[3] kepler
[2] science
[2] hear
[2] planets
[2] data
[2] still
[2] higher

Top Words in Tweet in G7:
[27] keplerscicon
[9] science
[8] talks
[6] nasakepler
[5] live
[5] jasonfrowe
[5] planet
[4] out
[4] bill
[4] borucki

Top Words in Tweet in G8:
[11] keplerscicon
[3] people
[3] keep
[3] astronomers
[3] line
[2] before
[2] watching
[2] take
[2] k2
[2] ha

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[46] keplerscicon,keplerweek
[19] nasaames,keplerscicon
[17] nasakepler,keplerscicon
[15] spectacular,start
[15] start,exciting
[15] exciting,week
[15] week,science
[15] science,nasaames
[14] bill,borucki
[14] nasakepler,spectacular

Top Word Pairs in Tweet in G1:
[20] keplerscicon,keplerweek
[17] nasaames,keplerscicon
[14] spectacular,start
[14] start,exciting
[14] exciting,week
[14] week,science
[14] science,nasaames
[13] nasakepler,spectacular
[13] keplerweek,http
[4] bill,borucki

Top Word Pairs in Tweet in G2:
[14] keplerscicon,keplerweek
[9] nasakepler,keplerscicon
[8] yellow,shows
[8] shows,new
[8] new,candidates
[8] candidates,around
[8] around,solar
[8] solar,type
[8] type,stars
[8] stars,couple

Top Word Pairs in Tweet in G3:
[6] campaign,11
[5] quick,visual
[5] visual,explanation
[5] explanation,processing
[5] processing,k2
[5] k2,campaign
[5] 11,challenging
[5] challenging,yikes
[5] yikes,keplerscicon
[4] good,morning

Top Word Pairs in Tweet in G4:
[4] pro,tip
[3] keplerscicon,pro
[3] exciting,keplerscicon
[3] keplerscicon,week
[3] week,cool
[3] cool,science
[3] science,planets
[3] planets,otherwise
[3] otherwise,kepler
[3] kepler,go

Top Word Pairs in Tweet in G5:
[7] keplerscicon,keplerweek
[4] egstars,keplerscicon
[3] adding,couple
[3] couple,more
[3] more,clues2017
[3] clues2017,local
[3] local,universe
[3] universe,simuls
[3] simuls,tbilfo2017
[3] tbilfo2017,low

Top Word Pairs in Tweet in G7:
[4] bill,borucki
[4] bunch,fascinating
[4] fascinating,science
[4] science,topics
[4] topics,talks
[4] talks,apogeeans
[4] apogeeans,here
[4] here,keplerscicon
[4] keplerscicon,live
[4] live,tweeting

Top Word Pairs in Tweet in G8:
[3] keep,astronomers
[3] astronomers,line
[3] line,keplerscicon
[2] erinleeryan,keep

Top Replied-To
Top Replied-To in Entire Graph:
@nasakepler
@jasonfrowe
@jessiedotson
@ballaerospace
@emsandford
@nbatalha
@johannateske
@lizlandau
@astromeetings
@geerthub

Top Replied-To in G2:
@geerthub

Top Replied-To in G3:
@nbatalha
@emsandford
@philbaratte2
@lacalaca85

Top Replied-To in G4:
@jessiedotson
@ballaerospace
@aussiastronomer
@lizlandau
@johannateske

Top Replied-To in G5:
@nasakepler
@astromeetings

Top Replied-To in G7:
@jasonfrowe
@nasakepler

Top Mentioned
Top Mentioned in Entire Graph:
@nasakepler
@nasaames
@mustaric
@aussiastronomer
@jotajotahermes
@keplergo
@geerthub
@moon
@jessiedotson
@jasonfrowe

Top Mentioned in G1:
@nasakepler
@nasaames
@moon
@keplergo
@jotajotahermes
@gully_
@erinleeryan
@jessiedotson
@nasajpl

Top Mentioned in G2:
@nasakepler
@mustaric
@aussiastronomer
@jefflcoughlin
@astrodressing
@mircaze
@nasaames
@jotajotahermes
@jessiedotson
@awhoward

Top Mentioned in G3:
@dmlacourse
@keplergo
@amytoast
@geerthub
@mustaric
@lacalaca85
@erinleeryan
@jradavenport
@emsandford
@stevekawaler

Top Mentioned in G4:
@jotajotahermes
@nasakepler
@geerthub
@aussiastronomer
@mustaric
@ballaerospace
@keplergo
@jradavenport
@mrtommyb
@jefflcoughlin

Top Mentioned in G5:
@astromeetings
@keck1obs
@keckobservatory
@michelejohnson
@moon
@nasakepler
@laurenmweiss
@geerthub
@aussiastronomer
@jotajotahermes

Top Mentioned in G7:
@nasakepler
@jasonfrowe
@apogeesurvey
@danxhuber
@moon
@jessiedotson
@keplergo
@nasaames
@geerthub

Top Mentioned in G8:
@erinleeryan
@jajohnson51
@jessiedotson

Top Mentioned in G9:
@followme_za
@followme_zb

Top Mentioned in G10:
@llpatin
@andreavwright27

Top Tweeters
Top Tweeters in Entire Graph:
@didaclopez
@remembot
@darksapiens
@johnjonny1
@batman710
@emulenews
@gghiroyuki2010
@raneroandres
@u3y4bde
@kw1979

Top Tweeters in G1:
@batman710
@gghiroyuki2010
@raneroandres
@iamtrendbot
@whotrendedit
@julioangele
@astronomy_stars
@mrkhagol
@nasaames
@nasajpl

Top Tweeters in G2:
@didaclopez
@darksapiens
@johnjonny1
@emulenews
@u3y4bde
@moon
@ozaed
@ajebson
@snitramoriaj
@aussiastronomer

Top Tweeters in G3:
@kw1979
@amytoast
@mustapipa
@lacalaca85
@dmlacourse
@biancabeluga
@nbatalha
@tsboyajian
@daniel_dgp_1
@emsandford

Top Tweeters in G4:
@margaretwallace
@megschwamb
@jradavenport
@johannateske
@geerthub
@lizlandau
@mrtommyb
@ericmamajek
@ballaerospace
@jotajotahermes

Top Tweeters in G5:
@profabelmendez
@astro_journey
@keck1obs
@cosmic_horizons
@michelejohnson
@keckobservatory
@laurenmweiss
@irenepolderman
@astromeetings
@mikehudsonastro

Top Tweeters in G6:
@remembot
@astrojake
@romn8tr
@raminskibba
@brettmor
@benmontet
@garrett_somers
@thehelengiles
@mirastella03
@enricocors

Top Tweeters in G7:
@timhortons
@carnegiescience
@rareflwr41
@omzamora
@juttybird
@apogeesurvey
@jasonfrowe
@vaneylenv
@danxhuber

Top Tweeters in G8:
@erinleeryan
@enceladosaurus
@astrojog
@jajohnson51

Top Tweeters in G9:
@followme_zb
@followme_za
@mr_yasirr

Top Tweeters in G10:
@llpatin
@andreavwright27
@test90000000