20120731 walmartlabs NodeXL Twitter SNA
20120731 walmartlabs NodeXL Twitter SNA
From:
marc_smith
Uploaded on:
July 31, 2012
Description:
The graph represents a network of 99 Twitter users whose recent tweets contained "walmartlabs". The network was obtained on Tuesday, 31 July 2012 at 17:46 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 8-day period from Tuesday, 24 July 2012 at 00:42 UTC to Tuesday, 31 July 2012 at 17:30 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: 99
Unique Edges: 216
Edges With Duplicates: 33
Total Edges: 249
Self-Loops: 96
Reciprocated Vertex Pair Ratio: 0.324074074074074
Reciprocated Edge Ratio: 0.48951048951049
Connected Components: 25
Single-Vertex Connected Components: 21
Maximum Vertices in a Connected Component: 72
Maximum Edges in a Connected Component: 217
Maximum Geodesic Distance (Diameter): 7
Average Geodesic Distance: 2.991758
Graph Density: 0.0147392290249433
Modularity: 0.454658
NodeXL Version: 1.0.1.219

Top 10 Vertices, Ranked by Betweenness Centrality:
RWW
DanielleMorrill
WalmartHub
RobertYau
martindave
TomRedwine
schwentker
joshelman
inSparq
goonth

Top Replied-To in Entire Graph:
walmartlabs
walmartnewsroom
goonth
cassidyshield
tconrad
unumism
daniellemorrill
colinjwhite

Top Replied-To in G2:
walmartlabs
walmartnewsroom
colinjwhite

Top Replied-To in G3:
walmartnewsroom

Top Replied-To in G4:
daniellemorrill

Top Replied-To in G5:
walmartlabs

Top Replied-To in G6:
goonth

Top Replied-To in G7:
tconrad
unumism

Top Replied-To in G8:
cassidyshield

Top Mentioned in Entire Graph:
walmartlabs
rww
fritolay
optism
walmartnewsroom
codechix
nytimes
micahlaney
nytimestech
ir_magazine

Top Mentioned in G1:
walmartlabs
rww
walmartnewsroom

Top Mentioned in G2:
walmartlabs
rww
walmartlabsthrough
newyorktimes
fritolay

Top Mentioned in G3:
walmartlabs
rww
walmartnewsroom
micahlaney
walmartsandra
walmart
giltgroupe
kohls
fritolay

Top Mentioned in G4:
walmartlabs
rww
codechix
adamnash
mozilla
svb_financial
pandora
awscloud
daniellemorrill
dan_portillo

Top Mentioned in G5:
walmartlabs
rww
robertyau
ir_magazine
nordstrom
staples

Top Mentioned in G6:
walmartlabs
nytimes
rww
martindave

Top Mentioned in G7:
walmartlabs
semaphoria
rww

Top Mentioned in G8:
rww
walmartlabs
optism
cassidyshield

Top Mentioned in G9:
nytimestech
walmartlabs
emilykendall

Top Mentioned in G10:
walmartlabs
ir_magazine
zakstamborir

Top URLs in Tweet in Entire Graph:
http://www.readwriteweb.com/archives/inside-walmarts-social-shopping-skunkworks.php
http://www.nytimes.com/2012/07/31/technology/facebook-twitter-and-foursquare-as-corporate-focus-groups.html?smid=tw-share
http://www.codechix.org/2012/07/walmartlabs-donates-to-codechix/
https://www.nytimes.com/2012/07/31/technology/facebook-twitter-and-foursquare-as-corporate-focus-groups.html?_r=1
http://www.webwire.com/ViewPressRel.asp?aId=159128
http://socialdiscovery.org/agenda-sf-2012.php
http://greylockvc.com/2012/07/24/greylock-hackfest-talent-inspiration/
http://bits.blogs.nytimes.com/2012/07/31/daily-report-social-media-act-as-a-guide-for-marketers/
http://www.nytimes.com/glogin?URI=http://www.nytimes.com/2012/07/31/technology/facebook-twitter-and-foursquare-as-corporate-focus-groups.html&OQ=_rQ3D2&OP=478980d7Q2FQ2AXwEQ2Aa8Q51Q23z88P-Q2A-Q3A@-Q2AQ3AQ7CQ2At@Q2APwQ51bQ3F818uQ27Q2AQ24RQ51wE88AQ2BPX!PPwzQ2BRQ3FaQ2BQ248Q7EzQ237Q7ERzwQ2BRQ23Q2BQ518zQ3E8zRPwQ2BQ248Q51Q7EQ23Q2Buz8Q7EQ3EQ23Q22bPd1
http://www.nytimes.com/glogin?URI=http://www.nytimes.com/2012/07/31/technology/facebook-twitter-and-foursquare-as-corporate-focus-groups.html&OQ=_rQ3D2&OP=1b10199dQ2FrQ7Bi5rZQ26oBjQ26Q26Q2FwrwW2wrWzrv2rQ2FioDQ5DQ26tQ26.Q51rOQ5Coi5Q26Q26Q20NQ2FQ7B0Q2FQ2FijNQ5CQ5DZNOQ26njBLnQ5CjiNQ5CBNoQ26jdQ26jQ5CQ2FiNOQ26onBN.jQ26ndB_DQ2Fyt

Top URLs in Tweet in G1:
http://www.readwriteweb.com/archives/inside-walmarts-social-shopping-skunkworks.php

Top URLs in Tweet in G2:
http://www.readwriteweb.com/archives/inside-walmarts-social-shopping-skunkworks.php
http://feedproxy.google.com/~r/BehanceNetworkJoblist/~3/CUhWpTTAg2w/14097
http://www.linkedin.com/slink?code=4Ywffp
http://www.linkedin.com/slink?code=EYm9wr
http://www.webwire.com/ViewPressRel.asp?aId=159128&utm_content=News+Release&utm_source=WebWire&utm_medium=twitter
https://github.com/walmartlabs/thorax
http://mobile.reuters.com/article/idUSBRE86I1ER20120719?irpc=932
http://adf.ly/BCJ71
http://www.walmartlabs.com/
http://www.marketingdirecto.com/actualidad/social-media-marketing/walmart-y-los-medios-sociales-como-adaptar-la-oferta-al-consumidor-en-tiempo-real/?utm_source=wordtwit&utm_medium=social&utm_campaign=wordtwit

Top URLs in Tweet in G3:
http://www.readwriteweb.com/archives/inside-walmarts-social-shopping-skunkworks.php
https://www.nytimes.com/2012/07/31/technology/facebook-twitter-and-foursquare-as-corporate-focus-groups.html?_r=1
http://www.nytimes.com/2012/07/31/technology/facebook-twitter-and-foursquare-as-corporate-focus-groups.html?smid=tw-share
http://walmarthelp.com/a-look-at-the-workings-of-walmartlabs-readwriteweb/
http://foodbeverage.about.com

Top URLs in Tweet in G4:
http://www.codechix.org/2012/07/walmartlabs-donates-to-codechix/
http://www.readwriteweb.com/archives/inside-walmarts-social-shopping-skunkworks.php
http://greylockvc.com/2012/07/24/greylock-hackfest-talent-inspiration/
http://www.webwire.com/ViewPressRel.asp?aId=159128
http://www.linkedin.com/slink?code=-kSdzi
http://www.linkedin.com/slink?code=3nX8QY

Top URLs in Tweet in G5:
http://www.readwriteweb.com/archives/inside-walmarts-social-shopping-skunkworks.php
http://socialdiscovery.org/agenda-sf-2012.php
http://www.internetretailer.com/2012/07/02/technology-back-fashion?p=1
http://www.webwire.com/ViewPressRel.asp?aId=159128
http://www.niagarapopcorn.com
http://lafrench.tv/view.php?title=The+world%E2%80%99s+biggest+retailer+also+wants+to+be+the+world%E2%80%99s+biggest+social-shopping+company.+http://t.co/c3zHVMOE+cc+@walmartlabs&iframe=twitter.com/rww/status/228686931268079616
http://lafrench.tv/view.php?title=Inside+Walmart's+Social+Shopping+Skunkworks+@WalmartLabs+By+Dave+Copeland+via+@RWW+http://t.co/vDLYm0q1&iframe=twitter.com/martindave/status/228689801690374144
http://www.forbes.com/sites/tomiogeron/2012/06/21/kosmix-founders-leave-walmartlabs/

Top URLs in Tweet in G6:
http://www.readwriteweb.com/archives/inside-walmarts-social-shopping-skunkworks.php
http://bits.blogs.nytimes.com/2012/07/31/daily-report-social-media-act-as-a-guide-for-marketers/
http://www.nytimes.com/2012/07/31/technology/facebook-twitter-and-foursquare-as-corporate-focus-groups.html?smid=tw-share

Top URLs in Tweet in G7:
http://www.readwriteweb.com/archives/inside-walmarts-social-shopping-skunkworks.php
https://github.com/walmartlabs/hapi

Top URLs in Tweet in G8:
http://www.readwriteweb.com/archives/inside-walmarts-social-shopping-skunkworks.php
http://ow.ly/cyoFS

Top URLs in Tweet in G9:
http://www.nytimes.com/glogin?URI=http://www.nytimes.com/2012/07/31/technology/facebook-twitter-and-foursquare-as-corporate-focus-groups.html&OQ=_rQ3D2&OP=478980d7Q2FQ2AXwEQ2Aa8Q51Q23z88P-Q2A-Q3A@-Q2AQ3AQ7CQ2At@Q2APwQ51bQ3F818uQ27Q2AQ24RQ51wE88AQ2BPX!PPwzQ2BRQ3FaQ2BQ248Q7EzQ237Q7ERzwQ2BRQ23Q2BQ518zQ3E8zRPwQ2BQ248Q51Q7EQ23Q2Buz8Q7EQ3EQ23Q22bPd1
http://www.nytimes.com/glogin?URI=http://www.nytimes.com/2012/07/31/technology/facebook-twitter-and-foursquare-as-corporate-focus-groups.html&OQ=_rQ3D2&OP=1b10199dQ2FrQ7Bi5rZQ26oBjQ26Q26Q2FwrwW2wrWzrv2rQ2FioDQ5DQ26tQ26.Q51rOQ5Coi5Q26Q26Q20NQ2FQ7B0Q2FQ2FijNQ5CQ5DZNOQ26njBLnQ5CjiNQ5CBNoQ26jdQ26jQ5CQ2FiNOQ26onBN.jQ26ndB_DQ2Fyt

Top URLs in Tweet in G10:
http://somersault.posterous.com/wal-mart-goes-for-the-wow
http://www.howinteractivedesign.com/job-of-the-day/design-job-visual-designer-at-walmartlabs?utm_source=rss&utm_medium=rss&utm_campaign=design-job-visual-designer-at-walmartlabs&utm_source=twitterfeed&utm_medium=twitter

Top Hashtags in Tweet in Entire Graph:
social
churchillclub
jobs
mobile
context
socialmedia
socialdiscovery
in
mrx
smm

Top Hashtags in Tweet in G1:
churchillclub
rww

Top Hashtags in Tweet in G2:
in
jobs
nwa
wmt
walmartlabs
data
nowpopular
socialmedia
innovative
hadoop

Top Hashtags in Tweet in G3:
churchillclub
walmart
retail

Top Hashtags in Tweet in G4:
jobs
socialdiscovery

Top Hashtags in Tweet in G5:
socialcommerce
innovation
future
socialdiscovery
social
shopping

Top Hashtags in Tweet in G6:
mrx

Top Hashtags in Tweet in G8:
mobile
context
social

Top Hashtags in Tweet in G10:
socialmedia
smm

Top Tweeters in Entire Graph:
TechDigest360
iTechNews21
martindave
MicheBella
RWW
lijobs_mktg
gabrielcatalano
DanielleMorrill
JobsFreelancers
PJ_Sullivan22

Top Tweeters in G1:
TechDigest360
iTechNews21
RWW
gabrielcatalano
revmail
LIRIXIZNICE
vato
fulltechie
GeorgeArden
WriteSocial

Top Tweeters in G2:
lijobs_mktg
JobsFreelancers
webwire
mashedsocial
24Leaks
ijokomo
marcelocamanho
rcauvin
tbake
dancow

Top Tweeters in G3:
PJ_Sullivan22
anthony_garcia
TomRedwine
micahlaney
Ianbarnett
8thandWalton
AMPrivacy
WalmartHub
ScottBenedict1
myrta_r_harris

Top Tweeters in G4:
DanielleMorrill
joshelman
TiqChapa108
seehafer
akkakk
BINC
DonMilagro
schwentker
chiuki
dan_portillo

Top Tweeters in G5:
shesconnected
shop_social
NiagaraPopcorn
RobertYau
scottsilverman
Markgee
inSparq
Social_Discover

Top Tweeters in G6:
martindave
MicheBella
goonth
hautepop
avkthinks

Top Tweeters in G7:
tobiaspeggs
ashwinss
eranhammer

Top Tweeters in G8:
Optism
LisaCiangiulli
cassidyshield

Top Tweeters in G9:
emilykendall
ekstemic

Top Tweeters in G10:
smrsault
HOWInteractive