Data Scraping To Give Us the Inside Running

I’ve recently had a bash at data scraping and crawling  – which is a mysterious black art with the objective of hoovering up information from public websites – so some analytics can be performed – of course using Tableau .

I was guided in my first scraping adventure by this tableau public blog  – which pointed me in the direction of using a free product/service called Import IO.

Essentially I downloaded and installed locally an ‘io browser‘ that then allows me to navigate to a web page; nominate the bits and pieces of information I wanted to capture, then repeat on a few more pages until the tool learns exactly what data I want.  Once I’m happy, I kick off a crawling process that automatically looks for similar data on the web site in question – and collects all the info in a table – which I then download into a spreadsheet.  Quite clever hey.

For my first exercise, I chose to capture some Horse Racing stats from RaceNet.com.au – which I wanted to put to some use for me and my league, in the Star Stable Spring Carnival tipping competition.  (join up to league 673657 if you dare.)

I have over 500 horses for which I wanted to grab data like horse name, trainer, starts, wins, prizemoney, distance won at etc etc.  My first attempt at crawling the site from the horse stats home page scraped only 90 rows of data, many of them duplicates – but it did this in an impressive 15 minutes or so.   So, with much effort, lots of trials and even more errors, I reset up the crawl, and configured a much ‘deeper’ crawl – starting at the base site.  This crawl ran for many hours, but came back with over 1800 horses.

This gave me enough info to analyse the top tiers of horses in my potential stable – the dashboard  turned out a treat – here is a thumbnail:

starstable analysis pic

but even better – here is a link to the original.

Unfortunately only 200 of the scraped horses were on my list of 500!!  So…. the next step is to re-start my crawler from a page with just the urls of the 500 horse names I want – and only one one layer of depth.  That is what pushed me to create this blog page –  I’m going to add the hyperlist below- and kick-off a crawler on my very own first blog and see what happens…..maybe there will be some more blogging – stay tuned.

27-10-2013 Update!!  Well – the ‘recrawl’ worked.  Only took around 20mins to get just the list of horses i wanted – using this page as the kick-off.  Unfortunately any urls with apostrophes did not get picked up – even though I hard wired the url to be %27 instead of ‘   Will be sure to let the import.io folks know.  About to do another recrawl and refresh the data.

http://www.racenet.com.au/horse/A-TIME-FOR-JULIA
http://www.racenet.com.au/horse/AERONAUTICAL
http://www.racenet.com.au/horse/ALBRECHT
http://www.racenet.com.au/horse/ALIYANA-TILDE
http://www.racenet.com.au/horse/ALTIUS
http://www.racenet.com.au/horse/ANAGOLD
http://www.racenet.com.au/horse/ANGOLA
http://www.racenet.com.au/horse/ANNENBERG
http://www.racenet.com.au/horse/APOLLO%27S-CHOICE
http://www.racenet.com.au/horse/APPEARANCE
http://www.racenet.com.au/horse/ARABIAN-GOLD
http://www.racenet.com.au/horse/ARALDO
http://www.racenet.com.au/horse/ARIBAA
http://www.racenet.com.au/horse/ARINOSA
http://www.racenet.com.au/horse/ASHOKAN
http://www.racenet.com.au/horse/ASPEN
http://www.racenet.com.au/horse/ATLANTE
http://www.racenet.com.au/horse/ATLANTIC-JEWEL
http://www.racenet.com.au/horse/ATLANTIC-QUEEN
http://www.racenet.com.au/horse/AU-REVOIR
http://www.racenet.com.au/horse/AUSSIES-LOVE-SPORT
http://www.racenet.com.au/horse/AUSTRALIA-DAY
http://www.racenet.com.au/horse/AVA%27S-DELIGHT
http://www.racenet.com.au/horse/AWARD-SEASON
http://www.racenet.com.au/horse/AZTEC-ROSE
http://www.racenet.com.au/horse/BACKBONE
http://www.racenet.com.au/horse/BAITED-BREATH
http://www.racenet.com.au/horse/BAKER-BOY
http://www.racenet.com.au/horse/BALIGARI
http://www.racenet.com.au/horse/BARAKEY
http://www.racenet.com.au/horse/BARBED
http://www.racenet.com.au/horse/BASS-STRAIT
http://www.racenet.com.au/horse/BAYRIR
http://www.racenet.com.au/horse/BEATEN-UP
http://www.racenet.com.au/horse/BEL-SPRINTER
http://www.racenet.com.au/horse/BELLO
http://www.racenet.com.au/horse/BELLS-OF-TROY
http://www.racenet.com.au/horse/BELORUM
http://www.racenet.com.au/horse/BERNABEU
http://www.racenet.com.au/horse/BEST-CASE
http://www.racenet.com.au/horse/BETTER-THAN-READY
http://www.racenet.com.au/horse/BIANMICK
http://www.racenet.com.au/horse/BIOGRAPHER
http://www.racenet.com.au/horse/BIT-OF-HELL
http://www.racenet.com.au/horse/BOBAN
http://www.racenet.com.au/horse/BONARIA
http://www.racenet.com.au/horse/BOUND-FOR-EARTH
http://www.racenet.com.au/horse/BRAND-NEW-CHOICE
http://www.racenet.com.au/horse/BRIGANTIN
http://www.racenet.com.au/horse/BRILLIANT-CRYSTAL
http://www.racenet.com.au/horse/BROWN-PANTHER
http://www.racenet.com.au/horse/BUDRIGUEZ
http://www.racenet.com.au/horse/BUFFERING
http://www.racenet.com.au/horse/BULBULA
http://www.racenet.com.au/horse/BULL-POINT
http://www.racenet.com.au/horse/BURNRO
http://www.racenet.com.au/horse/CAHIER
http://www.racenet.com.au/horse/CAMPORELLA
http://www.racenet.com.au/horse/CANISBAY
http://www.racenet.com.au/horse/CANNYZING
http://www.racenet.com.au/horse/CARLTON-HOUSE
http://www.racenet.com.au/horse/CASQUETS
http://www.racenet.com.au/horse/CASTLZEBERG
http://www.racenet.com.au/horse/CASUAL-CHOICE
http://www.racenet.com.au/horse/CAUTHEN
http://www.racenet.com.au/horse/CELERITAS
http://www.racenet.com.au/horse/CELTIC-FANTASY
http://www.racenet.com.au/horse/CERTITUDE
http://www.racenet.com.au/horse/CHAMPAGNE-CATH
http://www.racenet.com.au/horse/CHAMPOLLION
http://www.racenet.com.au/horse/CHARLES-IN-CHARGE
http://www.racenet.com.au/horse/CHARLIE-BOY
http://www.racenet.com.au/horse/CHIL-THE-KITE
http://www.racenet.com.au/horse/CHLOE-IN-PARIS
http://www.racenet.com.au/horse/CHOICE-BRO
http://www.racenet.com.au/horse/CHURCH-BOY
http://www.racenet.com.au/horse/CHURCHILL-DANCER
http://www.racenet.com.au/horse/CLEVADUDE
http://www.racenet.com.au/horse/CLUSTER
http://www.racenet.com.au/horse/COLORS-OF-THE-WIND
http://www.racenet.com.au/horse/COLOUR-MY-WORLD
http://www.racenet.com.au/horse/COMMANDING-JEWEL
http://www.racenet.com.au/horse/COMMISSION
http://www.racenet.com.au/horse/COMPLACENT
http://www.racenet.com.au/horse/COUNTRYMAN
http://www.racenet.com.au/horse/COUP-AY-TEE
http://www.racenet.com.au/horse/CRITERION
http://www.racenet.com.au/horse/CRITICAL-ANGEL
http://www.racenet.com.au/horse/CRUDEN-BAY
http://www.racenet.com.au/horse/CUBAN-GOLD
http://www.racenet.com.au/horse/DANDINO
http://www.racenet.com.au/horse/DANY-THE-FOX
http://www.racenet.com.au/horse/DE-FINE-LAGO
http://www.racenet.com.au/horse/DEAR-DEMI
http://www.racenet.com.au/horse/DECEMBER-DRAW
http://www.racenet.com.au/horse/DECISION-TIME
http://www.racenet.com.au/horse/DESERT-WIZARD
http://www.racenet.com.au/horse/DESK-POP
http://www.racenet.com.au/horse/DIAMOND-GLOW
http://www.racenet.com.au/horse/DIAMOND-OASIS
http://www.racenet.com.au/horse/DISSIDENT
http://www.racenet.com.au/horse/DIVA-DEE
http://www.racenet.com.au/horse/DIVINE-CALLING
http://www.racenet.com.au/horse/DONNA-MADEIRA
http://www.racenet.com.au/horse/DOUBLE-EAGLE
http://www.racenet.com.au/horse/DOWDSTOWN-CHARLIE
http://www.racenet.com.au/horse/DRAGO
http://www.racenet.com.au/horse/DRIEFONTEIN
http://www.racenet.com.au/horse/DURAN
http://www.racenet.com.au/horse/DURNFORD
http://www.racenet.com.au/horse/EASTERN-DRAGON
http://www.racenet.com.au/horse/ÉCLAIR-BIG-BANG
http://www.racenet.com.au/horse/ECUADOR
http://www.racenet.com.au/horse/EL-ROCA
http://www.racenet.com.au/horse/ELECTRIC-DEE-JAY
http://www.racenet.com.au/horse/EPIC-SAGA
http://www.racenet.com.au/horse/EQUATOR
http://www.racenet.com.au/horse/ESSIE%27S-PRIDE
http://www.racenet.com.au/horse/ETHIOPIA
http://www.racenet.com.au/horse/EUROZONE
http://www.racenet.com.au/horse/EXCEPTIONALLY
http://www.racenet.com.au/horse/EXCITES-ZELADY
http://www.racenet.com.au/horse/EXCLUDED
http://www.racenet.com.au/horse/EXODUS
http://www.racenet.com.au/horse/FAST-%27N%27-ROCKING
http://www.racenet.com.au/horse/FAST-CLIP
http://www.racenet.com.au/horse/FAST-DRAGON
http://www.racenet.com.au/horse/FAT-AL
http://www.racenet.com.au/horse/FAWKNER
http://www.racenet.com.au/horse/FERLAX
http://www.racenet.com.au/horse/FIBRILLATION
http://www.racenet.com.au/horse/FIFTH-COLUMN
http://www.racenet.com.au/horse/FIORENTE
http://www.racenet.com.au/horse/FLASHY-FELLA
http://www.racenet.com.au/horse/FLORIA
http://www.racenet.com.au/horse/FLYING-SEBRING
http://www.racenet.com.au/horse/FLYING-SNITZEL
http://www.racenet.com.au/horse/FOLDING-GEAR
http://www.racenet.com.au/horse/FONTELINA
http://www.racenet.com.au/horse/FORETELLER
http://www.racenet.com.au/horse/FOREVER-LOVED
http://www.racenet.com.au/horse/FORGOTTEN-VOICE
http://www.racenet.com.au/horse/FRUEHLING
http://www.racenet.com.au/horse/FUERZA
http://www.racenet.com.au/horse/FULL-COUNT
http://www.racenet.com.au/horse/GALEFORCE-TEN
http://www.racenet.com.au/horse/GALLATIN
http://www.racenet.com.au/horse/GAMBLIN%27-GURU
http://www.racenet.com.au/horse/GARUD
http://www.racenet.com.au/horse/GERONTIUS
http://www.racenet.com.au/horse/GLENCADAM-GOLD
http://www.racenet.com.au/horse/GO-AGAIN
http://www.racenet.com.au/horse/GODIVA-ROCK
http://www.racenet.com.au/horse/GOLDONI
http://www.racenet.com.au/horse/GOLDSTONE
http://www.racenet.com.au/horse/GRAVITATIONAL
http://www.racenet.com.au/horse/GREAT-ESTEEM
http://www.racenet.com.au/horse/GREEN-MOON
http://www.racenet.com.au/horse/GREGERS
http://www.racenet.com.au/horse/GREYTFILLY
http://www.racenet.com.au/horse/GUELPH
http://www.racenet.com.au/horse/GUEST-OF-HONOUR
http://www.racenet.com.au/horse/GYPSY-DIAMOND
http://www.racenet.com.au/horse/HAILIN%27-DIAMONDS
http://www.racenet.com.au/horse/HAMMERFEST
http://www.racenet.com.au/horse/HANDSOME-TYCOON
http://www.racenet.com.au/horse/HAPPY-METEOR
http://www.racenet.com.au/horse/HAPPY-TRAILS
http://www.racenet.com.au/horse/HARD-STRIDE
http://www.racenet.com.au/horse/HARTANI
http://www.racenet.com.au/horse/HARVARD-GRADUATE
http://www.racenet.com.au/horse/HATHRAS
http://www.racenet.com.au/horse/HAWKSPUR
http://www.racenet.com.au/horse/HAY-LIST
http://www.racenet.com.au/horse/HEART-TESTA
http://www.racenet.com.au/horse/HEBRUNG
http://www.racenet.com.au/horse/HIGH-ESTEEM
http://www.racenet.com.au/horse/HILL-SPY
http://www.racenet.com.au/horse/HIPPOPUS
http://www.racenet.com.au/horse/HONEY-STEEL%27S-GOLD
http://www.racenet.com.au/horse/HOOKED
http://www.racenet.com.au/horse/HORNETS%27-NEST
http://www.racenet.com.au/horse/HOSTING
http://www.racenet.com.au/horse/HOWMUCHDOYOULOVEME
http://www.racenet.com.au/horse/HVASSTAN
http://www.racenet.com.au/horse/HYDRO
http://www.racenet.com.au/horse/I-AM-TITANIUM
http://www.racenet.com.au/horse/I-CAN-ROCK
http://www.racenet.com.au/horse/I%27M-TOO-SEXY
http://www.racenet.com.au/horse/IBICENCO
http://www.racenet.com.au/horse/ICONIC
http://www.racenet.com.au/horse/IKE%27S-LEGACY
http://www.racenet.com.au/horse/IL-CAVALLO
http://www.racenet.com.au/horse/ILGATTINO
http://www.racenet.com.au/horse/IMANANA
http://www.racenet.com.au/horse/IMPULSIVE-SPIRIT
http://www.racenet.com.au/horse/INTO-THE-RED
http://www.racenet.com.au/horse/IRONSTEIN
http://www.racenet.com.au/horse/IT%27S-A-DUNDEEL
http://www.racenet.com.au/horse/JAKKALBERRY
http://www.racenet.com.au/horse/JEMERICA
http://www.racenet.com.au/horse/JET-AWAY
http://www.racenet.com.au/horse/JULIENAS
http://www.racenet.com.au/horse/JUMP-ON-THE-JETTY
http://www.racenet.com.au/horse/JUST-AS-COSMIC
http://www.racenet.com.au/horse/KEEP-COOL
http://www.racenet.com.au/horse/KEITH%27S-LEGACY
http://www.racenet.com.au/horse/KELINNI
http://www.racenet.com.au/horse/KESAMPOUR
http://www.racenet.com.au/horse/KEYARNA-BLUE
http://www.racenet.com.au/horse/KIM-WARRIOR
http://www.racenet.com.au/horse/KINCAPLE
http://www.racenet.com.au/horse/KING-MUFHASA
http://www.racenet.com.au/horse/KINGDOMS
http://www.racenet.com.au/horse/KIROV
http://www.racenet.com.au/horse/KISS-A-ROSE
http://www.racenet.com.au/horse/KNIGHT-EXEMPLAR
http://www.racenet.com.au/horse/KUSHADASI
http://www.racenet.com.au/horse/LA-BELLE-MOME
http://www.racenet.com.au/horse/LA-ZUMA
http://www.racenet.com.au/horse/LADY-LAKSHMI
http://www.racenet.com.au/horse/LAKE-SENTENTIA
http://www.racenet.com.au/horse/LASER-HAWK
http://www.racenet.com.au/horse/LATE-CHARGE
http://www.racenet.com.au/horse/LE-MANS
http://www.racenet.com.au/horse/LE-ROI
http://www.racenet.com.au/horse/LEIA
http://www.racenet.com.au/horse/LESS-IS-MORE
http://www.racenet.com.au/horse/LET%27S-MAKE-ADEAL
http://www.racenet.com.au/horse/LIBERTY-LEADER
http://www.racenet.com.au/horse/LIBERTY%27S-CHOICE
http://www.racenet.com.au/horse/LIDARI
http://www.racenet.com.au/horse/LIGHTINTHENITE
http://www.racenet.com.au/horse/LINTON
http://www.racenet.com.au/horse/LONDEHERO
http://www.racenet.com.au/horse/LONG-JOHN
http://www.racenet.com.au/horse/LONGMA
http://www.racenet.com.au/horse/LORD-DURANTE
http://www.racenet.com.au/horse/LORD-OF-THE-SKY
http://www.racenet.com.au/horse/LUCKY-ANGEL
http://www.racenet.com.au/horse/LUCKY-CHAPPY
http://www.racenet.com.au/horse/LUCKY-PENNY
http://www.racenet.com.au/horse/LUCKY-STRIKER
http://www.racenet.com.au/horse/LUCKYGRAY
http://www.racenet.com.au/horse/LUCRIPETOUS
http://www.racenet.com.au/horse/LUNAYIR
http://www.racenet.com.au/horse/MAGIC-JEWEL
http://www.racenet.com.au/horse/MAHICAN
http://www.racenet.com.au/horse/MAIN-SEQUENCE
http://www.racenet.com.au/horse/MALAVIO
http://www.racenet.com.au/horse/MALUCKYDAY
http://www.racenet.com.au/horse/MANAWANUI
http://www.racenet.com.au/horse/MANDOUR
http://www.racenet.com.au/horse/MANIGHAR
http://www.racenet.com.au/horse/MARIANNE
http://www.racenet.com.au/horse/MARS
http://www.racenet.com.au/horse/MARWOOD
http://www.racenet.com.au/horse/MASKED-MARVEL
http://www.racenet.com.au/horse/MASSIYN
http://www.racenet.com.au/horse/MAXIOS
http://www.racenet.com.au/horse/MAY%27S-DREAM
http://www.racenet.com.au/horse/MENAGE-A-CHARGE
http://www.racenet.com.au/horse/MESMEREYESER
http://www.racenet.com.au/horse/METAL-BENDER
http://www.racenet.com.au/horse/METASTASIO
http://www.racenet.com.au/horse/MIC-MAC
http://www.racenet.com.au/horse/MICHELANGELO
http://www.racenet.com.au/horse/MIRACLE-TO-ME
http://www.racenet.com.au/horse/MIRACLES-OF-LIFE
http://www.racenet.com.au/horse/MIRALAGO
http://www.racenet.com.au/horse/MISS-MARRIOT
http://www.racenet.com.au/horse/MISS-MIDDLETON
http://www.racenet.com.au/horse/MOMENT-OF-CHANGE
http://www.racenet.com.au/horse/MON-GATEAU
http://www.racenet.com.au/horse/MONKSTONE
http://www.racenet.com.au/horse/MONTSEGUR
http://www.racenet.com.au/horse/MORE-THAN-AMEIRA
http://www.racenet.com.au/horse/MORIARTY
http://www.racenet.com.au/horse/MOSSIMO
http://www.racenet.com.au/horse/MOST-JOYFUL
http://www.racenet.com.au/horse/MOTIVADO
http://www.racenet.com.au/horse/MOUDRE
http://www.racenet.com.au/horse/MOUNT-ATHOS
http://www.racenet.com.au/horse/MOUNT-ZERO
http://www.racenet.com.au/horse/MOURASANA
http://www.racenet.com.au/horse/MOURAYAN
http://www.racenet.com.au/horse/MOURO
http://www.racenet.com.au/horse/MR-BEE-GEE
http://www.racenet.com.au/horse/MR-MOET
http://www.racenet.com.au/horse/MR-O%27CEIRIN
http://www.racenet.com.au/horse/MUJADALE
http://www.racenet.com.au/horse/MULL-OF-KILLOUGH
http://www.racenet.com.au/horse/MURTLE-TURTLE
http://www.racenet.com.au/horse/MUTUAL-TRUST
http://www.racenet.com.au/horse/MY-LITTLE-FRIEND
http://www.racenet.com.au/horse/MY-QUEST-FOR-PEACE
http://www.racenet.com.au/horse/NASHVILLE
http://www.racenet.com.au/horse/NECHITA
http://www.racenet.com.au/horse/NELAMOS
http://www.racenet.com.au/horse/NEVER-CAN-TELL
http://www.racenet.com.au/horse/NEVIS
http://www.racenet.com.au/horse/NIBLICK
http://www.racenet.com.au/horse/NO-EQUIVALENT
http://www.racenet.com.au/horse/NORTHERN-GLORY
http://www.racenet.com.au/horse/NORZITA
http://www.racenet.com.au/horse/NOW-WE-CAN
http://www.racenet.com.au/horse/OASIS-BLOOM
http://www.racenet.com.au/horse/OCEANUS
http://www.racenet.com.au/horse/OCTAVIA
http://www.racenet.com.au/horse/OMINOUS
http://www.racenet.com.au/horse/ONE-STEP-BEYOND
http://www.racenet.com.au/horse/ONLY-A-PLEASURE
http://www.racenet.com.au/horse/OPEN-BOOK
http://www.racenet.com.au/horse/OPINION
http://www.racenet.com.au/horse/ORDER-OF-THE-SUN
http://www.racenet.com.au/horse/ORION
http://www.racenet.com.au/horse/ORMOND-ROAD
http://www.racenet.com.au/horse/OSVALDO
http://www.racenet.com.au/horse/OUR-BOY-NICHOLAS
http://www.racenet.com.au/horse/OUR-DESERT-WARRIOR
http://www.racenet.com.au/horse/OUR-MISS-BOSSY
http://www.racenet.com.au/horse/OUR-MISS-JONES
http://www.racenet.com.au/horse/OUR-PARADIGM
http://www.racenet.com.au/horse/OVERREACH
http://www.racenet.com.au/horse/PACKING-EMPIRE
http://www.racenet.com.au/horse/PAGO-ROCK
http://www.racenet.com.au/horse/PAKAL
http://www.racenet.com.au/horse/PATRICIA-DAWN
http://www.racenet.com.au/horse/PEAL-OF-BELLS
http://www.racenet.com.au/horse/PELICANO
http://www.racenet.com.au/horse/PERON
http://www.racenet.com.au/horse/PINDAN-PEARL
http://www.racenet.com.au/horse/PIRATE-BAY
http://www.racenet.com.au/horse/PITCREW
http://www.racenet.com.au/horse/PLATELET
http://www.racenet.com.au/horse/POLANSKI
http://www.racenet.com.au/horse/POLISH-KNIGHT
http://www.racenet.com.au/horse/POLITENESS
http://www.racenet.com.au/horse/PRACTICED
http://www.racenet.com.au/horse/PRECEDENCE
http://www.racenet.com.au/horse/PRINCE-CHERI
http://www.racenet.com.au/horse/PRINCE-HARADA
http://www.racenet.com.au/horse/PUISSANCE-DE-LUNE
http://www.racenet.com.au/horse/PYRROLIC
http://www.racenet.com.au/horse/QUINTESSENTIAL
http://www.racenet.com.au/horse/RACING-NADINE
http://www.racenet.com.au/horse/RAHAL
http://www.racenet.com.au/horse/RAIN-AFFAIR
http://www.racenet.com.au/horse/RANKED
http://www.racenet.com.au/horse/REBEL-DANE
http://www.racenet.com.au/horse/RECITE
http://www.racenet.com.au/horse/RECYCLE-PRINCE
http://www.racenet.com.au/horse/RED-CADEAUX
http://www.racenet.com.au/horse/RED-INCA
http://www.racenet.com.au/horse/RED-TRACER
http://www.racenet.com.au/horse/REFER
http://www.racenet.com.au/horse/REFLECTANCE
http://www.racenet.com.au/horse/REKINDLED-INTEREST
http://www.racenet.com.au/horse/RENEGADE-ARROW
http://www.racenet.com.au/horse/REUBEN-PERCIVAL
http://www.racenet.com.au/horse/RHYTHM-TO-SPARE
http://www.racenet.com.au/horse/RIALYA
http://www.racenet.com.au/horse/RIGHTONCUE
http://www.racenet.com.au/horse/RIOCETTO
http://www.racenet.com.au/horse/RIVA-DE-LAGO
http://www.racenet.com.au/horse/ROCK-MY-FUJI
http://www.racenet.com.au/horse/ROCKABILL
http://www.racenet.com.au/horse/ROCKFORD
http://www.racenet.com.au/horse/RODWAY
http://www.racenet.com.au/horse/ROLLOUT-THE-CARPET
http://www.racenet.com.au/horse/ROMANTIC-MOON
http://www.racenet.com.au/horse/ROMANTIC-TOUCH
http://www.racenet.com.au/horse/ROYAL-DESCENT
http://www.racenet.com.au/horse/ROYAL-DIAMOND
http://www.racenet.com.au/horse/RUTHERGLEN
http://www.racenet.com.au/horse/RUUD-AWAKENING
http://www.racenet.com.au/horse/SACRED-FALLS
http://www.racenet.com.au/horse/SAGHANN
http://www.racenet.com.au/horse/SAHARA-SUN
http://www.racenet.com.au/horse/SAINT-ENCOSTA
http://www.racenet.com.au/horse/SALON-SOLDIER
http://www.racenet.com.au/horse/SAMAREADY
http://www.racenet.com.au/horse/SAMMY%27S-GIRL
http://www.racenet.com.au/horse/SAN-DIEGO
http://www.racenet.com.au/horse/SANGSTER
http://www.racenet.com.au/horse/SANOSUKE
http://www.racenet.com.au/horse/SARALAGO
http://www.racenet.com.au/horse/SAVVY-NATURE
http://www.racenet.com.au/horse/SCANDIVA
http://www.racenet.com.au/horse/SCARLET-MORETTA
http://www.racenet.com.au/horse/SCARLETINI
http://www.racenet.com.au/horse/SCORPIO-QUEEN
http://www.racenet.com.au/horse/SCREAM-MACHINE
http://www.racenet.com.au/horse/SCRUNCHIE
http://www.racenet.com.au/horse/SE-SAUVER
http://www.racenet.com.au/horse/SEA-MOON
http://www.racenet.com.au/horse/SERTORIUS
http://www.racenet.com.au/horse/SESSIONS
http://www.racenet.com.au/horse/SEVILLE
http://www.racenet.com.au/horse/SHAHAD
http://www.racenet.com.au/horse/SHAMEXPRESS
http://www.racenet.com.au/horse/SHAMUS-AWARD
http://www.racenet.com.au/horse/SHARALAM
http://www.racenet.com.au/horse/SHIKRA
http://www.racenet.com.au/horse/SHOOT-OUT
http://www.racenet.com.au/horse/SHOREHAM
http://www.racenet.com.au/horse/SIDE-GLANCE
http://www.racenet.com.au/horse/SIDESTEP
http://www.racenet.com.au/horse/SILENT-ACHIEVER
http://www.racenet.com.au/horse/SILVER-PENNY
http://www.racenet.com.au/horse/SIMENON
http://www.racenet.com.au/horse/SINCERO
http://www.racenet.com.au/horse/SINGLE-DAYS
http://www.racenet.com.au/horse/SINO-EAGLE
http://www.racenet.com.au/horse/SIR-JOHN-HAWKWOOD
http://www.racenet.com.au/horse/SIZZLING
http://www.racenet.com.au/horse/SLADE-DE-CERISY
http://www.racenet.com.au/horse/SNEAK-A-PEEK
http://www.racenet.com.au/horse/SNITZEL%27S-JEWEL
http://www.racenet.com.au/horse/SNITZERLAND
http://www.racenet.com.au/horse/SO-BELLA-ARELLA
http://www.racenet.com.au/horse/SOLZHENITSYN
http://www.racenet.com.au/horse/SOMEDAY
http://www.racenet.com.au/horse/SOROS
http://www.racenet.com.au/horse/SPEEDINESS
http://www.racenet.com.au/horse/SPIRIT-OF-BOOM
http://www.racenet.com.au/horse/SPIRIT-OF-HEAVEN
http://www.racenet.com.au/horse/SPUD-O%27REILLY
http://www.racenet.com.au/horse/SPURRENDOUS
http://www.racenet.com.au/horse/SPURTONIC
http://www.racenet.com.au/horse/ST-MARK
http://www.racenet.com.au/horse/STAR-FASHION
http://www.racenet.com.au/horse/STAR-OF-TRALEE
http://www.racenet.com.au/horse/STAR-ROLLING
http://www.racenet.com.au/horse/STELLA-LANTE
http://www.racenet.com.au/horse/STENCIVE
http://www.racenet.com.au/horse/STONE-IN-HIS-SHOE
http://www.racenet.com.au/horse/STRAWBERRY-BOY
http://www.racenet.com.au/horse/STREAMA
http://www.racenet.com.au/horse/STREET-ALLURE
http://www.racenet.com.au/horse/STUDIO
http://www.racenet.com.au/horse/SUGAR-RUSH
http://www.racenet.com.au/horse/SUN-CENTRAL
http://www.racenet.com.au/horse/SUPER-COOL
http://www.racenet.com.au/horse/SUPER-FUN
http://www.racenet.com.au/horse/SUPER-VILLAIN
http://www.racenet.com.au/horse/SUPERSTITION
http://www.racenet.com.au/horse/SWEET-IDEA
http://www.racenet.com.au/horse/SWING-VOTE
http://www.racenet.com.au/horse/TAGUS
http://www.racenet.com.au/horse/TALENT-SHOW
http://www.racenet.com.au/horse/TANBY
http://www.racenet.com.au/horse/TANGO%27S-DAUGHTER
http://www.racenet.com.au/horse/TARANGOWER
http://www.racenet.com.au/horse/TE-KARAKA
http://www.racenet.com.au/horse/TEAR-GAS
http://www.racenet.com.au/horse/TENBY-LADY
http://www.racenet.com.au/horse/TEQUILA-RED
http://www.racenet.com.au/horse/TERONADO
http://www.racenet.com.au/horse/THE-BOWLER
http://www.racenet.com.au/horse/THE-CLEANER
http://www.racenet.com.au/horse/THE-HUNTRESS
http://www.racenet.com.au/horse/THE-SECRET
http://www.racenet.com.au/horse/THE-SPECIAL-TWO
http://www.racenet.com.au/horse/THOUGHT-WORTHY
http://www.racenet.com.au/horse/THY
http://www.racenet.com.au/horse/TIGER-TEES
http://www.racenet.com.au/horse/TOKAMAK
http://www.racenet.com.au/horse/TONOPAH
http://www.racenet.com.au/horse/TOP-TRIP
http://www.racenet.com.au/horse/TOYDINI
http://www.racenet.com.au/horse/TRANSPORTER
http://www.racenet.com.au/horse/TRAVOLTA
http://www.racenet.com.au/horse/TREMEC
http://www.racenet.com.au/horse/TRENT%27S-QUEST
http://www.racenet.com.au/horse/TREVIERES
http://www.racenet.com.au/horse/TRUST-IN-A-GUST
http://www.racenet.com.au/horse/TUPAC-AMARU
http://www.racenet.com.au/horse/TUSCAN-FIRE
http://www.racenet.com.au/horse/TWICE-SHY
http://www.racenet.com.au/horse/TWILIGHT-ROYALE
http://www.racenet.com.au/horse/UNDENIABLY
http://www.racenet.com.au/horse/UNDER-THE-LOUVRE
http://www.racenet.com.au/horse/UPSIDE-ROCK
http://www.racenet.com.au/horse/VA-PENSIERO
http://www.racenet.com.au/horse/VAQUERA
http://www.racenet.com.au/horse/VERY-NICE-NAME
http://www.racenet.com.au/horse/VEYRON
http://www.racenet.com.au/horse/VILANOVA
http://www.racenet.com.au/horse/VIVI-VELOCE
http://www.racenet.com.au/horse/VOCALISE
http://www.racenet.com.au/horse/VOILA-ICI
http://www.racenet.com.au/horse/VOLEUSE-DE-COEURS
http://www.racenet.com.au/horse/WALDPARK
http://www.racenet.com.au/horse/WE%27RE-GONNA-ROCK
http://www.racenet.com.au/horse/WEINHOLT
http://www.racenet.com.au/horse/WEISSMULLER
http://www.racenet.com.au/horse/WESTERN-SYMBOL
http://www.racenet.com.au/horse/WHISPER-DOWNS
http://www.racenet.com.au/horse/WHY-NOT
http://www.racenet.com.au/horse/WILL%27S-CHOICE
http://www.racenet.com.au/horse/WINDJAMMER
http://www.racenet.com.au/horse/WINDRUNNER
http://www.racenet.com.au/horse/WONDERBOLT
http://www.racenet.com.au/horse/WORDPLAY
http://www.racenet.com.au/horse/WORTH-A-RANSOM
http://www.racenet.com.au/horse/WROTHAM-HEATH
http://www.racenet.com.au/horse/XANADU
http://www.racenet.com.au/horse/YOSEI
http://www.racenet.com.au/horse/YOU-ARE-MY-WORLD
http://www.racenet.com.au/horse/YOU%27RE-SO-GOOD
http://www.racenet.com.au/horse/YOUR-HONOUR
http://www.racenet.com.au/horse/YULALONA
http://www.racenet.com.au/horse/ZA-MOULIN-ROUGE
http://www.racenet.com.au/horse/ZABA-ZABA-DOO
http://www.racenet.com.au/horse/ZABEELIONAIRE
http://www.racenet.com.au/horse/ZABISCO
http://www.racenet.com.au/horse/ZELLINDI
http://www.racenet.com.au/horse/ZIGGLER
http://www.racenet.com.au/horse/ZOOMANIA
http://www.racenet.com.au/horse/ZOUSTAR
http://www.racenet.com.au/horse/ZUTERO
http://www.racenet.com.au/horse/ZYDECO

http://www.racenet.com.au/horse/ALPHA-MISS
http://www.racenet.com.au/horse/CALCATTA

http://www.racenet.com/horse/TRES-BLUE

http://www.racenet.com/horse/RUSCELLO

One thought on “Data Scraping To Give Us the Inside Running

  1. Pingback: Howzat for a Viz? : Publishing your Passion | CraigsList - Well it's a blog really....

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