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20120816 #photography Twitter NodeXL SNA Map
20120816 #photography Twitter NodeXL SNA Map
From:
marc_smith
Uploaded on:
August 16, 2012
Description:
The graph represents a network of 781 Twitter users whose recent tweets contained "#photography". The network was obtained on Thursday, 16 August 2012 at 21:43 UTC. There is an edge for each follows relationship. There is an edge for each "replies-to" relationship in a tweet. There is an edge for each "mentions" relationship in a tweet. There is a self-loop edge for each tweet that is not a "replies-to" or "mentions". The tweets were made over the 1-hour period from Thursday, 16 August 2012 at 17:15 UTC to Thursday, 16 August 2012 at 18:07 UTC.

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.

The edge colors are based on relationship values. The edge widths are based on edge weight values. The edge opacities are based on edge weight values. The vertex sizes are based on followers values. The vertex opacities are based on followers values.

Overall Graph Metrics:
Vertices: 781
Unique Edges: 3720
Edges With Duplicates: 402
Total Edges: 4122
Self-Loops: 963
Reciprocated Vertex Pair Ratio: 0.662241104620287
Reciprocated Edge Ratio: 0.796805111821086
Connected Components: 289
Single-Vertex Connected Components: 267
Maximum Vertices in a Connected Component: 465
Maximum Edges in a Connected Component: 3692
Maximum Geodesic Distance (Diameter): 8
Average Geodesic Distance: 3.17817
Graph Density: 0.00513805443382908
Modularity: 0.316256
NodeXL Version: 1.0.1.221

Top 10 Vertices, Ranked by Betweenness Centrality:
JeremyWilkins
19Sixty3
HenryStradford
Photo_Pioneer
Photobug52
secondshooters
holowatybart
CarlosAlvarez37
PhotoDesk
Reeph

Top Replied-To in Entire Graph:
petitemaoiste
onlyinsf
intellikellz
angry_saguaro
usembassyottawa
djmeggiefresh
johnbosleyphoto

Top Replied-To in G1:
johnbosleyphoto
djmeggiefresh

Top Replied-To in G2:
onlyinsf

Top Replied-To in G3:
angry_saguaro

Top Replied-To in G5:
petitemaoiste

Top Replied-To in G9:
usembassyottawa

Top Mentioned in Entire Graph:
larealsancheezy
reeph
babessosexy
flickr
intellikellz
healingmuse
artsygames
instagram
jondarren
cinnamonshelper

Top Mentioned in G1:
flickr
borrowlenses
instagram
natgeo
nikonnews
boubouhaymane
jerfrederick
niall086
natalie_l23
pauldollery

Top Mentioned in G2:
photoshoptips
fotoworkshops
lensdiaries
sheffters
simonartphoto
henrystradford
sgtcruz
petapixel
life
shutterstock

Top Mentioned in G3:
reeph
healingmuse
cinnamonshelper
howdendawn
jeffery_edwards
photosinthewild
mitmuseum
photonightsbos
gritfx
theredheadriter

Top Mentioned in G4:
ldn
timeoutlondon
big_picture
trickyphotoshop
amazing_london
photomonthly
snapknot
bookforpromoted
photoslondon
southbankcentre

Top Mentioned in G5:
serendipities
fesinfrontera
marc_cintron
_diapos
for_sale_
riguardare

Top Mentioned in G6:
jondarren
nicole_franzen
ladomestique
alisonconklin
agreatbigcity

Top Mentioned in G7:
larealsancheezy
babessosexy

Top Mentioned in G8:
marga_ferrer
elapachabotones

Top Mentioned in G9:
discoverusaca

Top URLs in Tweet in Entire Graph:
http://www.photozz.com/shorten.aspx?shorten=3655
http://www.flickr.com/photos/zzapback/5178442258/in/pool-1795042@N20
http://www.redgage.com/c-nhheij
http://www.redgage.com/c-nicjfb
http://www.redgage.com/c-njcfeb
http://instagram.com/p/OZaSqQTDvp/
http://feedproxy.google.com/~r/PetaPixel/~3/_T2u8khGQrM/?utm_source=twitterfeed&utm_medium=twitter
http://www.flickr.com/photos/davidkhardman/7795224476/in/pool-1898928@N20
http://brucetapes.com/2012/06/27/nokia-808-pureview-best-concert-camera-phone-ever-made/
http://www.redgage.com/c-nhheaf

Top URLs in Tweet in G1:
http://kitchenrenovationsmoscow.com/news.php
http://500px.com/photo/11695779
http://klout.com/home
http://kirovsktut.com/news.php
http://twwcd.tk/hgfd454.php
http://blog.devilscafe.in/2012/08/believe-braclet-necklace-life-good-will.html
http://blog.devilscafe.in/2012/08/peacock-feathers-girly-photography-neon.html
http://www.livingsocial.com/cities/13-san-jose/deals/295498-three-hour-photography-class
http://instagram.com/p/OZZ7f-lzkc/
/useful-photography-tip-25-quick-tips-for-manually-focusing-on-a-photo-walk?utm_campaign=1M4G1N

Top URLs in Tweet in G2:
http://www.photozz.com/shorten.aspx?shorten=3655
http://rolandogomez.net/photo-workshops/workshops/
http://feedproxy.google.com/~r/canonrumors/rss/~3/NascLJrtHbs/?utm_source=JosephCristina&utm_medium=twitter
http://www.weddingbrides.net/photographer
http://www.lensdiaries.com/photo-tips/silhouettes-photography-time/
http://feedproxy.google.com/~r/PetaPixel/~3/_T2u8khGQrM/?utm_source=twitterfeed&utm_medium=twitter
http://www.pixiq.com/article/buck-a-soundtrack-to-photos-tomorrow-in-nyc?utm_source=twitterfeed&utm_medium=twitter
http://virtualphotographystudio.com/photographyblog/2012/08/the-dos-and-donts-of-being-a-second-shooter/
/google-photo-conference-first-blush?utm_campaign=FotoWorkshops
http://www.photozz.com/shorten.aspx?shorten=3r85

Top URLs in Tweet in G3:
http://www.designyourway.net/blog/inspiration/more-amazing-photography-shots-of-our-beautiful-world-45-photos/
http://instagram.com/p/OZaSqQTDvp/
http://feedproxy.google.com/~r/PetaPixel/~3/_T2u8khGQrM/?utm_source=twitterfeed&utm_medium=twitter
http://hochmanphotography.com/2010/06/geese-enchanted-forest-park/
http://hochmanphotography.com/2010/05/assassin-bug-florida-everglades/
http://www.coalesceideas.com/nature-inspired-photo-manipulation/
http://www.photographyblogger.net/14-images-with-lovely-light-beams/
http://www.photozz.com/shorten.aspx?shorten=3655
http://web.mit.edu/museum/exhibitions/abbott.html
http://www.zazzle.com/gritfx_postcards?rf=238784915247439977

Top URLs in Tweet in G4:
http://www.flickr.com/photos/zzapback/5178442258/in/pool-1795042@N20
http://www.flickr.com/photos/davidkhardman/7795224476/in/pool-1898928@N20
http://www.redgage.com/c-njcfeb
http://www.redgage.com/c-nicjfb
http://www.redgage.com/c-nhheij
http://www.redgage.com/c-nhheaf
http://www.flickr.com/photo.gne?short=bAtqiz
/photos/ssphotography/nevada-beach.html
http://demo.mixmedia.com/yahoo/superman/web/Stop_Press_Game/index.html
http://www.photozz.com/shorten.aspx?shorten=3655

Top URLs in Tweet in G5:
/the-truth-behind-instagram-photos?utm_campaign=riguardare
http://www.google.com/search?q=Lee+Hiller+Photography+Woodpecker&ie=utf-8&oe=utf-8&aq=t&rls=org.mozilla:en-US:official&client=firefox-a#q=Lee+Hiller+Photography+Woodpecker&hl=en&client=firefox-a&sa=N&rls=org.mozilla:en-US:official&tbs=vw:g&tbm=shop&ei=UQ4fTvWDLMXX0QHhhJXUAw&ved=0CAYQvQ0&bav=on.2,or.r_gc.r_pw.&fp=3874da5bebad9ec0&biw=1600&bih=727
/instacrt-a-camera-app-that-offers-the-worlds-first-real-filter?utm_campaign=SydHardy
/us-olympic-team-portraits-come-under-scrutiny?utm_campaign=JeremyWilkins
/harris-shutter-effect-photography-special-effects-prophotoinsights-digital-p?utm_campaign=JarmanPhotos
/second-mirrorless-aps-c-lens-patent-from-pentax-18-70mm-f-35-71?utm_campaign=JarmanPhotos
/geological-photography-twelve-apostles?utm_campaign=JaneVictoria8
/win-a-lensbaby-creative-effects-system-kit-worth-540?utm_campaign=zapata010
/third-mirrorless-aps-c-lens-patent-from-pentax-16-55mm-f-35-56?utm_campaign=jgharold
/iconify-rethink-your-portfolio?utm_campaign=imcs2541

Top URLs in Tweet in G6:
http://instagr.am/p/OZJCttF1CN/
http://vimeo.com/knatephoto/iss
http://www.smithsonianmag.com/arts-culture/photo-of-the-day/?c=y&date=08/16/2012?utm_source=twitter.com&utm_medium=socialmedia&utm_campaign=20120816&utm_content=photooftheday2
http://www.nytimes.com/2012/08/16/garden/quilts-stitched-together-with-poetry.html?smid=tw-nytimesHome&seid=auto
http://www.sillypearl.com/2012/08/giveaway-win-canon-eos-rebel-t3-digital.html?showComment=1345139636411#c8436215991154767186
http://instagr.am/p/OZIv-bl1B7/
/12-years-of-self-portraits-in-1-image?utm_campaign=ficklin
http://clatl.com/freshloaf/archives/2012/08/16/time-and-place-love-in-ya-mouth
http://engage.meltwater.com/jam/short_url/-Y2p_y
http://www.enjoycountryliving.com/wp2/2012/08/06/lakeside-view/

Top URLs in Tweet in G8:
http://lens.blogs.nytimes.com/2012/08/16/artists-caught-on-a-cameras-canvas/
http://www.flickr.com/photo.gne?short=cSX9nN
/picturing-the-south-by-shane-lavalette?utm_campaign=elclan29

Top URLs in Tweet in G9:
https://fotoweekdc.org/
http://www.braggindesign.com/My-pictures/Wife-beaters/15537080_LTcsFx#!i=1423247771&k=pgqTFWv&lb=1&s=A
/nikon-1-nikkor11-275mm-f-35-56?utm_campaign=SELVASOLAK
http://tracking.jithasoffers.com/aff_c?offer_id=624&aff_id=216&aff_sub=twitter&url_id=132
http://www.mpaulsonphotography.com/2012/08/photo-of-day-osprey-in-flight-minnesota.html?utm_campaign=WPB&utm_medium=twitter&utm_source=dlvr.it
http://10000birds.com/hot-birds-and-bloggers-in-arizona.htm?utm_campaign=WPB&utm_medium=twitter&utm_source=dlvr.it

Top URLs in Tweet in G10:
http://www.redgage.com/c-jaehr
http://pusabase.com/blog/2012/03/08/photoshop-tutorial-how-to-sharpen-images-without-additional-noise/
http://zeke.wippiespace.com/restorations/

Top Hashtags in Tweet in Entire Graph:
photography
photo
art
foto
nature
photos
camera
hdr
picsart
android

Top Hashtags in Tweet in G1:
photography
photo
picsart
android
instagram
fashion
nature
art
love
beautiful

Top Hashtags in Tweet in G2:
photography
photo
togs
foto
photos
flickr
models
exotic
lightroom
nature

Top Hashtags in Tweet in G3:
photography
art
nature
photo
travel
flowers
toronto
bird
redgage
birds

Top Hashtags in Tweet in G4:
photography
photo
foto
art
hdr
nevada
flickr
photos
justinbieber
games

Top Hashtags in Tweet in G5:
photography
photos
photoshop
canon
photo
camera
lightroom
hdr
leehillerdesigns
woodpecker

Top Hashtags in Tweet in G6:
photography
camera
giveaway
newyork
nyc
quilts
colorado
vscocam
atlanta
independence

Top Hashtags in Tweet in G7:
photography
model
thatssexy
beauty
lingerie
thongthursday
absolutely
beautiful
excellent
deals

Top Hashtags in Tweet in G8:
photography
fotografia
retrato
arte
lightpainting

Top Hashtags in Tweet in G9:
photography
nature
art
photos
nikon
useful

Top Hashtags in Tweet in G10:
photography
photoshop
photo
digital
camera
phone
photoshoptips
restoration
photorestoration
oldphotos

Top Words in Tweet in Entire Graph:
photography
photo
rt
photos
art
picsart
out
camera
new
flickr

Top Words in Tweet in G1:
photography
photo
picsart
via
instagram
rt
android
beautiful
photos
new

Top Words in Tweet in G2:
photography
photo
rt
photographer
photos
flickr
adventure
jackson
looking
ahead

Top Words in Tweet in G3:
photography
rt
photo
nature
art
photos
flower
out
reeph
amp

Top Words in Tweet in G4:
photography
photo
rt
foto
art
out
ck
plz
hdr
flickr

Top Words in Tweet in G5:
photography
photoshop
tips
photos
lens
3
5
review
f
new

Top Words in Tweet in G6:
photography
photo
need
new
camera
win
canon
t3
dslr
lens

Top Words in Tweet in G7:
photography
model
larealsancheezy
rt
babessosexy
thatssexy
beauty
lingerie
thongthursday
absolutely

Top Words in Tweet in G8:
photography
fotografia
artists
caught
camera
s
canvas
retrato
arte
marga_ferrer

Top Words in Tweet in G9:
photography
5
nature

Top Words in Tweet in G10:
photoshop
photography
digital
camera
photo
photos
spinning
time
cool
effect

Top Word Pairs in Tweet in Entire Graph:
photo, photography
photo, foto
via, picsart
picsart, photography
photography, android
photos, photography
photo, art
ck, out
out, rt
rt, plz

Top Word Pairs in Tweet in G1:
via, picsart
picsart, photography
photography, android
picsart, picsart
photo, photography
instagram, photography
blackpool, photography
photography, portrait
photography, iphone
art, photography

Top Word Pairs in Tweet in G2:
photography, photo
looking, ahead
ahead, adventure
adventure, photography
photography, workshop
workshop, jackson
jackson, wyoming
foto, photo
photography, photographer
photos, photography

Top Word Pairs in Tweet in G3:
photo, photography
nature, photography
rt, reeph
photography, landscape
redgage, photography
photo, art
ck, out
out, rt
rt, plz
bird, photography

Top Word Pairs in Tweet in G4:
photography, photo
photo, foto
photo, art
ck, out
out, rt
rt, plz
art, nevada
nevada, photography
photography, hdr
hdr, ck

Top Word Pairs in Tweet in G5:
photoshop, photography
3, 5
mirrorless, aps
aps, c
c, lens
lens, patent
patent, pentax
f, 3
5, 7
around, world

Top Word Pairs in Tweet in G6:
need, new
new, camera
camera, win
win, canon
canon, t3
t3, dslr
dslr, lens
lens, giveaway
giveaway, photography
photo, jondarren

Top Word Pairs in Tweet in G7:
photography, model
model, larealsancheezy
rt, babessosexy
thatssexy, beauty
beauty, lingerie
lingerie, thongthursday
thongthursday, photography
babessosexy, thatssexy
absolutely, beautiful
beautiful, excellent

Top Word Pairs in Tweet in G8:
artists, caught
caught, camera
camera, s
s, canvas
canvas, fotografia
fotografia, retrato
retrato, arte
arte, photography
photography, encanta
angst, fotografia

Top Word Pairs in Tweet in G9:
nature, photography

Top Word Pairs in Tweet in G10:
digital, camera
photoshop, photoshoptips
photoshop, photography
spinning, time
time, cool
cool, digital
camera, effect
effect, without
without, photoshop
photoshop, photo

Top Tweeters in Entire Graph:
toronto_rt
ruhanirabin
purplehayz
HenryStradford
OKKinderhook
ShebaJo
IkHenkle
Photobug52
For_Sale_
MatchesMalone

Top Tweeters in G1:
AmalNadhreen
mikethemovieguy
suhaenisuhudi
lightwriters10
ChannelObscura
vancity_vixen
Quame7
BlogPodcastVid
Pathfyynder
ETSYsBESTshops

Top Tweeters in G2:
photofeeds
AnsonBailey
photojournsg
Soiden
BrotherRidge
fotohash
Photo_Pioneer
seamusallen0905
joDnelson
Phopus

Top Tweeters in G3:
ruhanirabin
purplehayz
HenryStradford
OKKinderhook
ShebaJo
IkHenkle
Photobug52
MatchesMalone
matthiasrascher
borneolegion

Top Tweeters in G4:
PicProducer
chrispimages
profcancun
faraway67
Pantagruella
JulienLanger
sw3b
rishphotography
shanasshots
xymox69

Top Tweeters in G5:
For_Sale_
zapata010
HikeOurPlanet
avidimages
laslogabany
tonyjaajaa
nikons570
kodjoayi
maherazeema
eeyiagn

Top Tweeters in G6:
curligirlibabe
tweetyscute
agreatbigcity
womenwwin
cl_atlanta
CountryLife4me
JenniferHiles
bravocpas
ficklin
SmithsonianMag

Top Tweeters in G7:
babessosexy
bebe729
kukycelica
Franciscoagui67
WasimKhan1989
Luap81Paul
TweetBreezies
OneSourcePhoto

Top Tweeters in G8:
360gradospress
elapachabotones
Marga_Ferrer
alejandrapavo
elclan29
jcostamarin

Top Tweeters in G9:
PhotographyBuzz
SELVASOLAK
FotoWeekDC
braggindesign

Top Tweeters in G10:
arkangel0531
artbytes26
ArtsyGames
Finlandphotos