├── README.md ├── data ├── 2010-12-01.csv ├── 2010-12-02.csv ├── 2010-12-03.csv ├── 2010-12-05.csv ├── 2010-12-06.csv ├── 2010-12-07.csv ├── 2010-12-08.csv ├── 2010-12-09.csv ├── 2010-12-10.csv ├── 2010-12-12.csv ├── 2010-12-13.csv ├── 2010-12-14.csv ├── 2010-12-15.csv ├── 2010-12-16.csv ├── 2010-12-17.csv ├── 2010-12-19.csv ├── 2010-12-20.csv ├── 2010-12-21.csv ├── 2010-12-22.csv ├── 2010-12-23.csv ├── 2010-summary.csv ├── 2011-01-04.csv ├── 2011-01-05.csv ├── 2011-01-06.csv ├── 2011-01-07.csv ├── 2011-01-09.csv ├── 2011-01-10.csv ├── 2011-01-11.csv ├── 2011-01-12.csv ├── 2011-01-13.csv ├── 2011-01-14.csv ├── 2011-01-16.csv ├── 2011-01-17.csv ├── 2011-01-18.csv ├── 2011-01-19.csv ├── 2011-01-20.csv ├── 2011-01-21.csv ├── 2011-01-23.csv ├── 2011-01-24.csv ├── 2011-01-25.csv ├── 2011-01-26.csv ├── 2011-01-27.csv ├── 2011-01-28.csv ├── 2011-01-30.csv ├── 2011-01-31.csv ├── 2011-02-01.csv ├── 2011-02-02.csv ├── 2011-02-03.csv ├── 2011-02-04.csv ├── 2011-02-06.csv ├── 2011-02-07.csv ├── 2011-02-08.csv ├── 2011-02-09.csv ├── 2011-02-10.csv ├── 2011-02-11.csv ├── 2011-02-13.csv ├── 2011-02-14.csv ├── 2011-02-15.csv ├── 2011-02-16.csv ├── 2011-02-17.csv ├── 2011-02-18.csv ├── 2011-02-20.csv ├── 2011-02-21.csv ├── 2011-02-22.csv ├── 2011-02-23.csv ├── 2011-02-24.csv ├── 2011-02-25.csv ├── 2011-02-27.csv ├── 2011-02-28.csv ├── 2011-03-01.csv ├── 2011-03-02.csv ├── 2011-03-03.csv ├── 2011-03-04.csv ├── 2011-03-06.csv ├── 2011-03-07.csv ├── 2011-03-08.csv ├── 2011-03-09.csv ├── 2011-03-10.csv ├── 2011-03-11.csv ├── 2011-03-13.csv ├── 2011-03-14.csv ├── 2011-03-15.csv ├── 2011-03-16.csv ├── 2011-03-17.csv ├── 2011-03-18.csv ├── 2011-03-20.csv ├── 2011-03-21.csv ├── 2011-03-22.csv ├── 2011-03-23.csv ├── 2011-03-24.csv ├── 2011-03-25.csv ├── 2011-03-27.csv ├── 2011-03-28.csv ├── 2011-03-29.csv ├── 2011-03-30.csv ├── 2011-summary.csv ├── 2012-summary.csv ├── 2013-summary.csv ├── 2014-summary.csv ├── 2015-summary.csv ├── airports.dat ├── country.csv ├── healthexpenditurebyareaandsource.csv ├── home_data.csv └── hour.csv ├── feature_engineering_with_apache_spark.ipynb ├── kaggle-titanic-pyspark.ipynb └── pyspark-nlp-kaggle.ipynb /README.md: -------------------------------------------------------------------------------- 1 | Using Spark for Scalable Machine Learning 2 | -------------------------------------------------------------------------------- /data/2010-12-19.csv: -------------------------------------------------------------------------------- 1 | InvoiceNo,StockCode,Description,Quantity,InvoiceDate,UnitPrice,CustomerID,Country 2 | 539461,37449,CERAMIC CAKE STAND + HANGING CAKES,1,2010-12-19 10:21:00,9.95,17243.0,United Kingdom 3 | 539461,22314,OFFICE MUG WARMER CHOC+BLUE,3,2010-12-19 10:21:00,2.95,17243.0,United Kingdom 4 | 539461,72801G,4 BURGUNDY WINE DINNER CANDLES,12,2010-12-19 10:21:00,1.25,17243.0,United Kingdom 5 | 539461,22988,SOLDIERS EGG CUP ,12,2010-12-19 10:21:00,1.25,17243.0,United Kingdom 6 | 539461,82494L,WOODEN FRAME ANTIQUE WHITE ,6,2010-12-19 10:21:00,2.95,17243.0,United Kingdom 7 | 539461,72800E,4 IVORY DINNER CANDLES SILVER FLOCK,12,2010-12-19 10:21:00,2.1,17243.0,United Kingdom 8 | 539461,21213,PACK OF 72 SKULL CAKE CASES,12,2010-12-19 10:21:00,0.55,17243.0,United Kingdom 9 | 539461,82486,WOOD S/3 CABINET ANT WHITE FINISH,6,2010-12-19 10:21:00,7.95,17243.0,United Kingdom 10 | 539461,72801G,4 BURGUNDY WINE DINNER CANDLES,12,2010-12-19 10:21:00,1.25,17243.0,United Kingdom 11 | 539461,21034,REX CASH+CARRY JUMBO SHOPPER,3,2010-12-19 10:21:00,0.95,17243.0,United Kingdom 12 | 539461,84029G,KNITTED UNION FLAG HOT WATER BOTTLE,10,2010-12-19 10:21:00,3.75,17243.0,United Kingdom 13 | 539461,22835,HOT WATER BOTTLE I AM SO POORLY,4,2010-12-19 10:21:00,4.65,17243.0,United Kingdom 14 | 539461,21485,RETROSPOT HEART HOT WATER BOTTLE,4,2010-12-19 10:21:00,4.95,17243.0,United Kingdom 15 | 539461,22112,CHOCOLATE HOT WATER BOTTLE,4,2010-12-19 10:21:00,4.95,17243.0,United Kingdom 16 | 539462,22900, SET 2 TEA TOWELS I LOVE LONDON ,6,2010-12-19 11:19:00,2.95,14032.0,United Kingdom 17 | 539462,22970,LONDON BUS COFFEE MUG,12,2010-12-19 11:19:00,2.55,14032.0,United Kingdom 18 | 539462,22109,FULL ENGLISH BREAKFAST PLATE,16,2010-12-19 11:19:00,3.39,14032.0,United Kingdom 19 | 539462,22636,CHILDS BREAKFAST SET CIRCUS PARADE,2,2010-12-19 11:19:00,8.5,14032.0,United Kingdom 20 | 539462,84077,WORLD WAR 2 GLIDERS ASSTD DESIGNS,48,2010-12-19 11:19:00,0.29,14032.0,United Kingdom 21 | 539462,21731,RED TOADSTOOL LED NIGHT LIGHT,12,2010-12-19 11:19:00,1.65,14032.0,United Kingdom 22 | 539462,22892,SET OF SALT AND PEPPER TOADSTOOLS,12,2010-12-19 11:19:00,1.25,14032.0,United Kingdom 23 | 539462,22988,SOLDIERS EGG CUP ,24,2010-12-19 11:19:00,1.25,14032.0,United Kingdom 24 | 539462,22976,CIRCUS PARADE CHILDRENS EGG CUP ,12,2010-12-19 11:19:00,1.25,14032.0,United Kingdom 25 | 539462,21741,COSY SLIPPER SHOES LARGE GREEN,6,2010-12-19 11:19:00,2.95,14032.0,United Kingdom 26 | 539462,22064,PINK DOUGHNUT TRINKET POT ,12,2010-12-19 11:19:00,1.65,14032.0,United Kingdom 27 | 539462,22198,LARGE POPCORN HOLDER ,12,2010-12-19 11:19:00,1.65,14032.0,United Kingdom 28 | 539462,22496,SET OF 2 ROUND TINS DUTCH CHEESE,6,2010-12-19 11:19:00,2.95,14032.0,United Kingdom 29 | 539462,22441,GROW YOUR OWN BASIL IN ENAMEL MUG,8,2010-12-19 11:19:00,2.1,14032.0,United Kingdom 30 | 539462,22710,WRAP I LOVE LONDON ,25,2010-12-19 11:19:00,0.42,14032.0,United Kingdom 31 | 539463,22910,PAPER CHAIN KIT VINTAGE CHRISTMAS,6,2010-12-19 11:19:00,2.95,18077.0,United Kingdom 32 | 539463,22531,MAGIC DRAWING SLATE CIRCUS PARADE ,6,2010-12-19 11:19:00,0.42,18077.0,United Kingdom 33 | 539463,22535,MAGIC DRAWING SLATE BUNNIES ,7,2010-12-19 11:19:00,0.42,18077.0,United Kingdom 34 | 539463,22791,T-LIGHT GLASS FLUTED ANTIQUE,12,2010-12-19 11:19:00,1.25,18077.0,United Kingdom 35 | 539463,22651,GENTLEMAN SHIRT REPAIR KIT ,12,2010-12-19 11:19:00,0.85,18077.0,United Kingdom 36 | 539463,22721,SET OF 3 CAKE TINS SKETCHBOOK,1,2010-12-19 11:19:00,4.95,18077.0,United Kingdom 37 | 539463,22961,JAM MAKING SET PRINTED,6,2010-12-19 11:19:00,1.45,18077.0,United Kingdom 38 | 539463,85176,SEWING SUSAN 21 NEEDLE SET,10,2010-12-19 11:19:00,0.85,18077.0,United Kingdom 39 | 539463,16015,MEDIUM CHINESE STYLE SCISSOR,20,2010-12-19 11:19:00,0.5,18077.0,United Kingdom 40 | 539463,16014,SMALL CHINESE STYLE SCISSOR,10,2010-12-19 11:19:00,0.42,18077.0,United Kingdom 41 | 539463,20751,FUNKY WASHING UP GLOVES ASSORTED,6,2010-12-19 11:19:00,2.1,18077.0,United Kingdom 42 | 539463,21012,ANTIQUE ALL GLASS CANDLESTICK,6,2010-12-19 11:19:00,2.1,18077.0,United Kingdom 43 | 539463,22927,GREEN GIANT GARDEN THERMOMETER,2,2010-12-19 11:19:00,5.95,18077.0,United Kingdom 44 | 539463,22301,COFFEE MUG CAT + BIRD DESIGN,12,2010-12-19 11:19:00,2.55,18077.0,United Kingdom 45 | 539463,21868,POTTING SHED TEA MUG,6,2010-12-19 11:19:00,1.25,18077.0,United Kingdom 46 | 539463,22300,COFFEE MUG DOG + BALL DESIGN,12,2010-12-19 11:19:00,2.55,18077.0,United Kingdom 47 | 539463,21034,REX CASH+CARRY JUMBO SHOPPER,1,2010-12-19 11:19:00,0.95,18077.0,United Kingdom 48 | 539464,21730,GLASS STAR FROSTED T-LIGHT HOLDER,2,2010-12-19 11:35:00,4.95,17913.0,United Kingdom 49 | 539464,22963,JAM JAR WITH GREEN LID,3,2010-12-19 11:35:00,0.85,17913.0,United Kingdom 50 | 539464,22962,JAM JAR WITH PINK LID,3,2010-12-19 11:35:00,0.85,17913.0,United Kingdom 51 | 539464,21692,SILVER LATTICE VANILLA CANDLE POT,1,2010-12-19 11:35:00,3.75,17913.0,United Kingdom 52 | 539464,21741,COSY SLIPPER SHOES LARGE GREEN,4,2010-12-19 11:35:00,2.95,17913.0,United Kingdom 53 | 539464,22278,OVERNIGHT BAG VINTAGE ROSE PAISLEY,2,2010-12-19 11:35:00,4.95,17913.0,United Kingdom 54 | 539464,22480,RED TEA TOWEL CLASSIC DESIGN,2,2010-12-19 11:35:00,1.25,17913.0,United Kingdom 55 | 539464,21479,WHITE SKULL HOT WATER BOTTLE ,1,2010-12-19 11:35:00,3.75,17913.0,United Kingdom 56 | 539464,22111,SCOTTIE DOG HOT WATER BOTTLE,1,2010-12-19 11:35:00,4.95,17913.0,United Kingdom 57 | 539464,84247E,PACK/12 XMAS FUN CARD,1,2010-12-19 11:35:00,2.95,17913.0,United Kingdom 58 | 539464,20767,BLUE PAISLEY JOURNAL ,2,2010-12-19 11:35:00,2.55,17913.0,United Kingdom 59 | 539464,20768,GREEN FERN JOURNAL ,2,2010-12-19 11:35:00,2.55,17913.0,United Kingdom 60 | 539464,22666,RECIPE BOX PANTRY YELLOW DESIGN,1,2010-12-19 11:35:00,2.95,17913.0,United Kingdom 61 | 539464,22961,JAM MAKING SET PRINTED,6,2010-12-19 11:35:00,1.45,17913.0,United Kingdom 62 | 539464,21690,SILVER CANDLEPOT JARDIN ,1,2010-12-19 11:35:00,3.75,17913.0,United Kingdom 63 | 539464,21877,HOME SWEET HOME MUG,2,2010-12-19 11:35:00,1.25,17913.0,United Kingdom 64 | 539464,21875,KINGS CHOICE MUG,2,2010-12-19 11:35:00,1.25,17913.0,United Kingdom 65 | 539464,22728,ALARM CLOCK BAKELIKE PINK,1,2010-12-19 11:35:00,3.75,17913.0,United Kingdom 66 | 539464,84946,ANTIQUE SILVER TEA GLASS ETCHED,6,2010-12-19 11:35:00,1.25,17913.0,United Kingdom 67 | 539464,22667,RECIPE BOX RETROSPOT ,2,2010-12-19 11:35:00,2.95,17913.0,United Kingdom 68 | 539464,22110,BIRD HOUSE HOT WATER BOTTLE,3,2010-12-19 11:35:00,2.55,17913.0,United Kingdom 69 | 539464,22113,GREY HEART HOT WATER BOTTLE,6,2010-12-19 11:35:00,3.75,17913.0,United Kingdom 70 | 539464,21484,CHICK GREY HOT WATER BOTTLE,3,2010-12-19 11:35:00,3.45,17913.0,United Kingdom 71 | 539464,22068,BLACK PIRATE TREASURE CHEST,4,2010-12-19 11:35:00,1.65,17913.0,United Kingdom 72 | 539464,21613,S/12 VANILLA BOTANICAL T-LIGHTS,3,2010-12-19 11:35:00,2.95,17913.0,United Kingdom 73 | 539464,21609,SET 12 LAVENDER BOTANICAL T-LIGHTS,5,2010-12-19 11:35:00,2.95,17913.0,United Kingdom 74 | 539464,84580,MOUSE TOY WITH PINK T-SHIRT,1,2010-12-19 11:35:00,3.75,17913.0,United Kingdom 75 | 539464,22476,EMPIRE UNION JACK TV DINNER TRAY,2,2010-12-19 11:35:00,4.95,17913.0,United Kingdom 76 | 539464,22473,TV DINNER TRAY VINTAGE PAISLEY,1,2010-12-19 11:35:00,4.95,17913.0,United Kingdom 77 | 539464,48138,DOORMAT UNION FLAG,2,2010-12-19 11:35:00,7.95,17913.0,United Kingdom 78 | 539464,16169P,WRAP GREEN RUSSIAN FOLKART ,25,2010-12-19 11:35:00,0.42,17913.0,United Kingdom 79 | 539465,22697,GREEN REGENCY TEACUP AND SAUCER,72,2010-12-19 11:38:00,2.55,16684.0,United Kingdom 80 | 539465,22699,ROSES REGENCY TEACUP AND SAUCER ,72,2010-12-19 11:38:00,2.55,16684.0,United Kingdom 81 | 539465,21844,RED RETROSPOT MUG,144,2010-12-19 11:38:00,2.55,16684.0,United Kingdom 82 | 539465,22659,LUNCH BOX I LOVE LONDON,128,2010-12-19 11:38:00,1.65,16684.0,United Kingdom 83 | 539465,22629,SPACEBOY LUNCH BOX ,64,2010-12-19 11:38:00,1.65,16684.0,United Kingdom 84 | 539465,22423,REGENCY CAKESTAND 3 TIER,12,2010-12-19 11:38:00,12.75,16684.0,United Kingdom 85 | 539465,21527,RED RETROSPOT TRADITIONAL TEAPOT ,12,2010-12-19 11:38:00,6.95,16684.0,United Kingdom 86 | 539465,21531,RED RETROSPOT SUGAR JAM BOWL,48,2010-12-19 11:38:00,2.1,16684.0,United Kingdom 87 | 539465,21843,RED RETROSPOT CAKE STAND,12,2010-12-19 11:38:00,10.95,16684.0,United Kingdom 88 | 539465,21314,SMALL GLASS HEART TRINKET POT,96,2010-12-19 11:38:00,1.85,16684.0,United Kingdom 89 | 539465,72351A,SET/6 TURQUOISE BUTTERFLY T-LIGHTS,72,2010-12-19 11:38:00,1.69,16684.0,United Kingdom 90 | 539465,72351B,SET/6 PINK BUTTERFLY T-LIGHTS,144,2010-12-19 11:38:00,1.69,16684.0,United Kingdom 91 | 539466,21880,RED RETROSPOT TAPE,24,2010-12-19 12:46:00,0.19,12668.0,Germany 92 | 539466,21881,CUTE CATS TAPE,24,2010-12-19 12:46:00,0.19,12668.0,Germany 93 | 539466,21884,CAKES AND BOWS GIFT TAPE,24,2010-12-19 12:46:00,0.19,12668.0,Germany 94 | 539466,22117,METAL SIGN HER DINNER IS SERVED ,12,2010-12-19 12:46:00,0.85,12668.0,Germany 95 | 539466,22378,WALL TIDY RETROSPOT ,40,2010-12-19 12:46:00,0.85,12668.0,Germany 96 | 539466,22396,MAGNETS PACK OF 4 RETRO PHOTO,24,2010-12-19 12:46:00,0.42,12668.0,Germany 97 | 539466,82613B,"METAL SIGN,CUPCAKE SINGLE HOOK",20,2010-12-19 12:46:00,0.42,12668.0,Germany 98 | 539466,82613D,METAL SIGN CUPCAKE SINGLE HOOK,20,2010-12-19 12:46:00,0.42,12668.0,Germany 99 | 539466,84509G,SET OF 4 FAIRY CAKE PLACEMATS ,12,2010-12-19 12:46:00,1.25,12668.0,Germany 100 | 539466,21231,SWEETHEART CERAMIC TRINKET BOX,12,2010-12-19 12:46:00,1.25,12668.0,Germany 101 | 539466,21232,STRAWBERRY CERAMIC TRINKET BOX,24,2010-12-19 12:46:00,1.25,12668.0,Germany 102 | 539466,22064,PINK DOUGHNUT TRINKET POT ,12,2010-12-19 12:46:00,1.65,12668.0,Germany 103 | 539466,22644,CERAMIC CHERRY CAKE MONEY BANK,12,2010-12-19 12:46:00,1.45,12668.0,Germany 104 | 539466,37448,CERAMIC CAKE DESIGN SPOTTED MUG,12,2010-12-19 12:46:00,1.49,12668.0,Germany 105 | 539466,47567B,TEA TIME KITCHEN APRON,3,2010-12-19 12:46:00,5.95,12668.0,Germany 106 | 539466,47570B,TEA TIME TABLE CLOTH,2,2010-12-19 12:46:00,10.65,12668.0,Germany 107 | 539466,48185,DOORMAT FAIRY CAKE,2,2010-12-19 12:46:00,7.95,12668.0,Germany 108 | 539466,20914,SET/5 RED RETROSPOT LID GLASS BOWLS,6,2010-12-19 12:46:00,2.95,12668.0,Germany 109 | 539466,21035,SET/2 RED RETROSPOT TEA TOWELS ,6,2010-12-19 12:46:00,2.95,12668.0,Germany 110 | 539466,21527,RED RETROSPOT TRADITIONAL TEAPOT ,6,2010-12-19 12:46:00,7.95,12668.0,Germany 111 | 539466,21165,BEWARE OF THE CAT METAL SIGN ,12,2010-12-19 12:46:00,1.69,12668.0,Germany 112 | 539466,22554,PLASTERS IN TIN WOODLAND ANIMALS,12,2010-12-19 12:46:00,1.65,12668.0,Germany 113 | 539466,21731,RED TOADSTOOL LED NIGHT LIGHT,12,2010-12-19 12:46:00,1.65,12668.0,Germany 114 | 539466,POST,POSTAGE,4,2010-12-19 12:46:00,18.0,12668.0,Germany 115 | C539467,22697,GREEN REGENCY TEACUP AND SAUCER,-1,2010-12-19 12:46:00,2.95,15044.0,United Kingdom 116 | C539467,82483,WOOD 2 DRAWER CABINET WHITE FINISH,-1,2010-12-19 12:46:00,5.95,15044.0,United Kingdom 117 | C539467,22801,ANTIQUE GLASS PEDESTAL BOWL,-1,2010-12-19 12:46:00,3.75,15044.0,United Kingdom 118 | 539468,21793,CLASSIC FRENCH STYLE BASKET BROWN,1,2010-12-19 13:31:00,6.75,15044.0,United Kingdom 119 | 539468,72800E,4 IVORY DINNER CANDLES SILVER FLOCK,4,2010-12-19 13:31:00,2.55,15044.0,United Kingdom 120 | 539468,22423,REGENCY CAKESTAND 3 TIER,2,2010-12-19 13:31:00,12.75,15044.0,United Kingdom 121 | 539468,22697,GREEN REGENCY TEACUP AND SAUCER,1,2010-12-19 13:31:00,2.95,15044.0,United Kingdom 122 | 539468,21481,FAWN BLUE HOT WATER BOTTLE,12,2010-12-19 13:31:00,2.95,15044.0,United Kingdom 123 | 539468,84029G,KNITTED UNION FLAG HOT WATER BOTTLE,6,2010-12-19 13:31:00,3.75,15044.0,United Kingdom 124 | 539468,22835,HOT WATER BOTTLE I AM SO POORLY,6,2010-12-19 13:31:00,4.65,15044.0,United Kingdom 125 | 539468,84030E,ENGLISH ROSE HOT WATER BOTTLE,6,2010-12-19 13:31:00,4.25,15044.0,United Kingdom 126 | 539468,22112,CHOCOLATE HOT WATER BOTTLE,6,2010-12-19 13:31:00,4.95,15044.0,United Kingdom 127 | 539468,22113,GREY HEART HOT WATER BOTTLE,4,2010-12-19 13:31:00,3.75,15044.0,United Kingdom 128 | 539468,21484,CHICK GREY HOT WATER BOTTLE,4,2010-12-19 13:31:00,3.45,15044.0,United Kingdom 129 | 539468,21479,WHITE SKULL HOT WATER BOTTLE ,4,2010-12-19 13:31:00,3.75,15044.0,United Kingdom 130 | 539468,22111,SCOTTIE DOG HOT WATER BOTTLE,8,2010-12-19 13:31:00,4.95,15044.0,United Kingdom 131 | 539468,21485,RETROSPOT HEART HOT WATER BOTTLE,4,2010-12-19 13:31:00,4.95,15044.0,United Kingdom 132 | 539468,21181,PLEASE ONE PERSON METAL SIGN,12,2010-12-19 13:31:00,2.1,15044.0,United Kingdom 133 | 539468,21166,COOK WITH WINE METAL SIGN ,12,2010-12-19 13:31:00,1.95,15044.0,United Kingdom 134 | 539468,21175,GIN + TONIC DIET METAL SIGN,12,2010-12-19 13:31:00,2.1,15044.0,United Kingdom 135 | 539468,84406B,CREAM CUPID HEARTS COAT HANGER,6,2010-12-19 13:31:00,3.25,15044.0,United Kingdom 136 | 539468,22173,METAL 4 HOOK HANGER FRENCH CHATEAU,8,2010-12-19 13:31:00,2.95,15044.0,United Kingdom 137 | 539468,22666,RECIPE BOX PANTRY YELLOW DESIGN,4,2010-12-19 13:31:00,2.95,15044.0,United Kingdom 138 | 539468,22766,PHOTO FRAME CORNICE,6,2010-12-19 13:31:00,2.95,15044.0,United Kingdom 139 | 539468,82483,WOOD 2 DRAWER CABINET WHITE FINISH,10,2010-12-19 13:31:00,5.95,15044.0,United Kingdom 140 | 539468,82486,WOOD S/3 CABINET ANT WHITE FINISH,8,2010-12-19 13:31:00,7.95,15044.0,United Kingdom 141 | 539468,82482,WOODEN PICTURE FRAME WHITE FINISH,12,2010-12-19 13:31:00,2.55,15044.0,United Kingdom 142 | 539468,82494L,WOODEN FRAME ANTIQUE WHITE ,12,2010-12-19 13:31:00,2.95,15044.0,United Kingdom 143 | 539468,82484,WOOD BLACK BOARD ANT WHITE FINISH,6,2010-12-19 13:31:00,6.45,15044.0,United Kingdom 144 | 539469,22862,LOVE HEART NAPKIN BOX ,1,2010-12-19 13:59:00,4.25,17841.0,United Kingdom 145 | 539469,22710,WRAP I LOVE LONDON ,25,2010-12-19 13:59:00,0.42,17841.0,United Kingdom 146 | 539469,21447,12 IVORY ROSE PEG PLACE SETTINGS,1,2010-12-19 13:59:00,1.25,17841.0,United Kingdom 147 | 539469,20961,STRAWBERRY BATH SPONGE ,2,2010-12-19 13:59:00,1.25,17841.0,United Kingdom 148 | 539469,20963,APPLE BATH SPONGE,2,2010-12-19 13:59:00,1.25,17841.0,United Kingdom 149 | 539469,20966,SANDWICH BATH SPONGE,4,2010-12-19 13:59:00,1.25,17841.0,United Kingdom 150 | 539469,85023B,EAU DE NILE JEWELLED PHOTOFRAME,1,2010-12-19 13:59:00,2.55,17841.0,United Kingdom 151 | 539469,21623,VINTAGE UNION JACK MEMOBOARD,1,2010-12-19 13:59:00,9.95,17841.0,United Kingdom 152 | 539469,22653,BUTTON BOX ,1,2010-12-19 13:59:00,1.95,17841.0,United Kingdom 153 | 539469,21056,DOCTOR'S BAG SOFT TOY,1,2010-12-19 13:59:00,8.95,17841.0,United Kingdom 154 | 539469,22897,OVEN MITT APPLES DESIGN,2,2010-12-19 13:59:00,1.45,17841.0,United Kingdom 155 | 539469,21407,BROWN CHECK CAT DOORSTOP ,1,2010-12-19 13:59:00,4.25,17841.0,United Kingdom 156 | 539469,84754,S/15 SILVER GLASS BAUBLES IN BAG,1,2010-12-19 13:59:00,1.25,17841.0,United Kingdom 157 | 539469,22174,PHOTO CUBE,1,2010-12-19 13:59:00,1.65,17841.0,United Kingdom 158 | 539469,22795,SWEETHEART RECIPE BOOK STAND,1,2010-12-19 13:59:00,6.75,17841.0,United Kingdom 159 | 539469,22386,JUMBO BAG PINK POLKADOT,1,2010-12-19 13:59:00,1.95,17841.0,United Kingdom 160 | 539469,22371,AIRLINE BAG VINTAGE TOKYO 78,2,2010-12-19 13:59:00,4.25,17841.0,United Kingdom 161 | 539469,79160,HEART SHAPE WIRELESS DOORBELL,3,2010-12-19 13:59:00,2.1,17841.0,United Kingdom 162 | 539469,22272,FELTCRAFT DOLL MARIA,1,2010-12-19 13:59:00,2.95,17841.0,United Kingdom 163 | 539469,22910,PAPER CHAIN KIT VINTAGE CHRISTMAS,1,2010-12-19 13:59:00,2.95,17841.0,United Kingdom 164 | 539469,21934,SKULL SHOULDER BAG,1,2010-12-19 13:59:00,1.65,17841.0,United Kingdom 165 | 539469,85099B,JUMBO BAG RED RETROSPOT,1,2010-12-19 13:59:00,1.95,17841.0,United Kingdom 166 | 539469,84849D,HOT BATHS SOAP HOLDER,1,2010-12-19 13:59:00,1.69,17841.0,United Kingdom 167 | 539469,84997D,PINK 3 PIECE POLKADOT CUTLERY SET,1,2010-12-19 13:59:00,3.75,17841.0,United Kingdom 168 | 539469,20668,DISCO BALL CHRISTMAS DECORATION,48,2010-12-19 13:59:00,0.12,17841.0,United Kingdom 169 | 539469,84692,BOX OF 24 COCKTAIL PARASOLS,6,2010-12-19 13:59:00,0.42,17841.0,United Kingdom 170 | 539469,22753,SMALL YELLOW BABUSHKA NOTEBOOK ,2,2010-12-19 13:59:00,0.85,17841.0,United Kingdom 171 | 539469,22754,SMALL RED BABUSHKA NOTEBOOK ,2,2010-12-19 13:59:00,0.85,17841.0,United Kingdom 172 | 539469,79321,CHILLI LIGHTS,24,2010-12-19 13:59:00,4.25,17841.0,United Kingdom 173 | 539469,21784,SHOE SHINE BOX ,1,2010-12-19 13:59:00,9.95,17841.0,United Kingdom 174 | 539469,22848,BREAD BIN DINER STYLE PINK,1,2010-12-19 13:59:00,16.95,17841.0,United Kingdom 175 | 539469,82494L,WOODEN FRAME ANTIQUE WHITE ,2,2010-12-19 13:59:00,2.95,17841.0,United Kingdom 176 | 539469,82001S,VINYL RECORD FRAME SILVER,7,2010-12-19 13:59:00,3.75,17841.0,United Kingdom 177 | 539469,82484,WOOD BLACK BOARD ANT WHITE FINISH,2,2010-12-19 13:59:00,6.45,17841.0,United Kingdom 178 | 539470,84879,ASSORTED COLOUR BIRD ORNAMENT,8,2010-12-19 14:03:00,1.69,14472.0,United Kingdom 179 | 539470,20963,APPLE BATH SPONGE,2,2010-12-19 14:03:00,1.25,14472.0,United Kingdom 180 | 539470,22461,SAVOY ART DECO CLOCK,1,2010-12-19 14:03:00,12.75,14472.0,United Kingdom 181 | 539470,85152,HAND OVER THE CHOCOLATE SIGN ,2,2010-12-19 14:03:00,2.1,14472.0,United Kingdom 182 | 539470,85123A,WHITE HANGING HEART T-LIGHT HOLDER,2,2010-12-19 14:03:00,2.95,14472.0,United Kingdom 183 | 539470,72803A,ROSE SCENT CANDLE JEWELLED DRAWER,3,2010-12-19 14:03:00,4.25,14472.0,United Kingdom 184 | 539470,72807A,SET/3 ROSE CANDLE IN JEWELLED BOX,3,2010-12-19 14:03:00,4.25,14472.0,United Kingdom 185 | 539470,20961,STRAWBERRY BATH SPONGE ,4,2010-12-19 14:03:00,1.25,14472.0,United Kingdom 186 | 539470,21823,PAINTED METAL HEART WITH HOLLY BELL,1,2010-12-19 14:03:00,1.45,14472.0,United Kingdom 187 | 539470,21390,FILIGRIS HEART WITH BUTTERFLY,2,2010-12-19 14:03:00,1.25,14472.0,United Kingdom 188 | 539470,21390,FILIGRIS HEART WITH BUTTERFLY,2,2010-12-19 14:03:00,1.25,14472.0,United Kingdom 189 | 539470,21823,PAINTED METAL HEART WITH HOLLY BELL,4,2010-12-19 14:03:00,1.45,14472.0,United Kingdom 190 | 539470,22297,HEART IVORY TRELLIS SMALL,6,2010-12-19 14:03:00,1.25,14472.0,United Kingdom 191 | 539470,22294,HEART FILIGREE DOVE SMALL,6,2010-12-19 14:03:00,1.25,14472.0,United Kingdom 192 | 539470,21232,STRAWBERRY CERAMIC TRINKET BOX,2,2010-12-19 14:03:00,1.25,14472.0,United Kingdom 193 | 539470,21361,LOVE LARGE WOOD LETTERS ,1,2010-12-19 14:03:00,12.75,14472.0,United Kingdom 194 | 539470,85109,PINK BOUDOIR T-LIGHT HOLDER,12,2010-12-19 14:03:00,0.85,14472.0,United Kingdom 195 | 539470,21609,SET 12 LAVENDER BOTANICAL T-LIGHTS,4,2010-12-19 14:03:00,2.95,14472.0,United Kingdom 196 | 539470,21232,STRAWBERRY CERAMIC TRINKET BOX,1,2010-12-19 14:03:00,1.25,14472.0,United Kingdom 197 | 539470,21232,STRAWBERRY CERAMIC TRINKET BOX,1,2010-12-19 14:03:00,1.25,14472.0,United Kingdom 198 | 539470,22891,TEA FOR ONE POLKADOT,1,2010-12-19 14:03:00,4.25,14472.0,United Kingdom 199 | 539470,22891,TEA FOR ONE POLKADOT,1,2010-12-19 14:03:00,4.25,14472.0,United Kingdom 200 | 539470,84804A,CREAM DELPHINIUM ARTIFICIAL FLOWER,2,2010-12-19 14:03:00,2.95,14472.0,United Kingdom 201 | 539470,84800L,LARGE WHITE/PINK ROSE ART FLOWER,2,2010-12-19 14:03:00,2.12,14472.0,United Kingdom 202 | 539470,84800M,MEDIUM WHITE/PINK ROSE ART FLOWER,1,2010-12-19 14:03:00,1.69,14472.0,United Kingdom 203 | 539470,84802A,WHITE ANEMONE ARTIFICIAL FLOWER,2,2010-12-19 14:03:00,1.69,14472.0,United Kingdom 204 | 539470,84806A,PINK CANDYSTUFT ARTIFICIAL FLOWER,1,2010-12-19 14:03:00,1.45,14472.0,United Kingdom 205 | 539470,82486,WOOD S/3 CABINET ANT WHITE FINISH,2,2010-12-19 14:03:00,7.95,14472.0,United Kingdom 206 | 539470,21257,VICTORIAN SEWING BOX MEDIUM,2,2010-12-19 14:03:00,7.95,14472.0,United Kingdom 207 | 539470,82484,WOOD BLACK BOARD ANT WHITE FINISH,2,2010-12-19 14:03:00,6.45,14472.0,United Kingdom 208 | 539470,21340,CLASSIC METAL BIRDCAGE PLANT HOLDER,1,2010-12-19 14:03:00,12.75,14472.0,United Kingdom 209 | 539470,21340,CLASSIC METAL BIRDCAGE PLANT HOLDER,1,2010-12-19 14:03:00,12.75,14472.0,United Kingdom 210 | 539470,22637,PIGGY BANK RETROSPOT ,3,2010-12-19 14:03:00,2.55,14472.0,United Kingdom 211 | 539470,21258,VICTORIAN SEWING BOX LARGE,1,2010-12-19 14:03:00,12.75,14472.0,United Kingdom 212 | 539470,21287,SCENTED VELVET LOUNGE CANDLE ,12,2010-12-19 14:03:00,1.25,14472.0,United Kingdom 213 | 539470,21340,CLASSIC METAL BIRDCAGE PLANT HOLDER,1,2010-12-19 14:03:00,12.75,14472.0,United Kingdom 214 | 539471,82583,HOT BATHS METAL SIGN,1,2010-12-19 14:16:00,2.1,17358.0,United Kingdom 215 | 539471,22417,PACK OF 60 SPACEBOY CAKE CASES,2,2010-12-19 14:16:00,0.55,17358.0,United Kingdom 216 | 539471,84992,72 SWEETHEART FAIRY CAKE CASES,2,2010-12-19 14:16:00,0.55,17358.0,United Kingdom 217 | 539471,21506,"FANCY FONT BIRTHDAY CARD, ",12,2010-12-19 14:16:00,0.42,17358.0,United Kingdom 218 | 539471,21506,"FANCY FONT BIRTHDAY CARD, ",12,2010-12-19 14:16:00,0.42,17358.0,United Kingdom 219 | 539471,22033,BOTANICAL ROSE GREETING CARD,12,2010-12-19 14:16:00,0.42,17358.0,United Kingdom 220 | 539471,22131,FOOD CONTAINER SET 3 LOVE HEART ,3,2010-12-19 14:16:00,1.95,17358.0,United Kingdom 221 | 539471,22668,PINK BABY BUNTING,5,2010-12-19 14:16:00,2.95,17358.0,United Kingdom 222 | 539471,22669,RED BABY BUNTING ,5,2010-12-19 14:16:00,2.95,17358.0,United Kingdom 223 | 539471,21733,RED HANGING HEART T-LIGHT HOLDER,1,2010-12-19 14:16:00,2.95,17358.0,United Kingdom 224 | 539471,85123A,WHITE HANGING HEART T-LIGHT HOLDER,2,2010-12-19 14:16:00,2.95,17358.0,United Kingdom 225 | 539471,21733,RED HANGING HEART T-LIGHT HOLDER,3,2010-12-19 14:16:00,2.95,17358.0,United Kingdom 226 | 539471,85049G,CHOCOLATE BOX RIBBONS ,1,2010-12-19 14:16:00,1.25,17358.0,United Kingdom 227 | 539471,85049C,ROMANTIC PINKS RIBBONS ,1,2010-12-19 14:16:00,1.25,17358.0,United Kingdom 228 | 539471,85049A,TRADITIONAL CHRISTMAS RIBBONS,1,2010-12-19 14:16:00,1.25,17358.0,United Kingdom 229 | 539471,85049E,SCANDINAVIAN REDS RIBBONS,1,2010-12-19 14:16:00,1.25,17358.0,United Kingdom 230 | 539471,21892,TRADITIONAL WOODEN CATCH CUP GAME ,1,2010-12-19 14:16:00,1.25,17358.0,United Kingdom 231 | 539471,22286,"DECORATION , WOBBLY RABBIT , METAL ",2,2010-12-19 14:16:00,1.65,17358.0,United Kingdom 232 | 539471,22133,PINK LOVE HEART SHAPE CUP,1,2010-12-19 14:16:00,0.85,17358.0,United Kingdom 233 | 539471,22132,RED LOVE HEART SHAPE CUP,1,2010-12-19 14:16:00,0.85,17358.0,United Kingdom 234 | 539471,22078,RIBBON REEL LACE DESIGN ,5,2010-12-19 14:16:00,2.1,17358.0,United Kingdom 235 | 539471,20658,RED RETROSPOT LUGGAGE TAG,4,2010-12-19 14:16:00,1.25,17358.0,United Kingdom 236 | 539471,20669,RED HEART LUGGAGE TAG,3,2010-12-19 14:16:00,1.25,17358.0,United Kingdom 237 | 539471,21472,LADYBIRD + BEE RAFFIA FOOD COVER,2,2010-12-19 14:16:00,3.75,17358.0,United Kingdom 238 | 539471,22375,AIRLINE BAG VINTAGE JET SET BROWN,1,2010-12-19 14:16:00,4.25,17358.0,United Kingdom 239 | 539471,20665,RED RETROSPOT PURSE ,4,2010-12-19 14:16:00,2.95,17358.0,United Kingdom 240 | 539471,21985,PACK OF 12 HEARTS DESIGN TISSUES ,12,2010-12-19 14:16:00,0.29,17358.0,United Kingdom 241 | 539471,22908,PACK OF 20 NAPKINS RED APPLES,12,2010-12-19 14:16:00,0.85,17358.0,United Kingdom 242 | 539471,21484,CHICK GREY HOT WATER BOTTLE,1,2010-12-19 14:16:00,3.45,17358.0,United Kingdom 243 | 539471,22111,SCOTTIE DOG HOT WATER BOTTLE,1,2010-12-19 14:16:00,4.95,17358.0,United Kingdom 244 | 539471,84030E,ENGLISH ROSE HOT WATER BOTTLE,1,2010-12-19 14:16:00,4.25,17358.0,United Kingdom 245 | 539471,72128,COLUMBIAN CANDLE ROUND,2,2010-12-19 14:16:00,0.85,17358.0,United Kingdom 246 | 539471,72127,COLUMBIAN CANDLE ROUND ,1,2010-12-19 14:16:00,1.25,17358.0,United Kingdom 247 | 539471,84988,SET OF 72 PINK HEART PAPER DOILIES,3,2010-12-19 14:16:00,1.45,17358.0,United Kingdom 248 | 539471,21210,SET OF 72 RETROSPOT PAPER DOILIES,2,2010-12-19 14:16:00,1.45,17358.0,United Kingdom 249 | 539471,22988,SOLDIERS EGG CUP ,12,2010-12-19 14:16:00,1.25,17358.0,United Kingdom 250 | 539471,21844,RED RETROSPOT MUG,6,2010-12-19 14:16:00,2.95,17358.0,United Kingdom 251 | 539471,21657,MILK BOTTLE WITH GLASS STOPPER ,1,2010-12-19 14:16:00,6.95,17358.0,United Kingdom 252 | 539471,85173,SET/6 FROG PRINCE T-LIGHT CANDLES,6,2010-12-19 14:16:00,2.55,17358.0,United Kingdom 253 | 539471,22808,SET OF 6 T-LIGHTS EASTER CHICKS,6,2010-12-19 14:16:00,2.95,17358.0,United Kingdom 254 | 539471,20941,FROG CANDLE,2,2010-12-19 14:16:00,1.25,17358.0,United Kingdom 255 | 539471,22626,BLACK KITCHEN SCALES,1,2010-12-19 14:16:00,8.5,17358.0,United Kingdom 256 | 539472,84558A,3D DOG PICTURE PLAYING CARDS,1,2010-12-19 14:23:00,2.95,15581.0,United Kingdom 257 | 539472,20618,QUEEN OF THE SKIES PASSPORT COVER ,1,2010-12-19 14:23:00,2.1,15581.0,United Kingdom 258 | 539472,20655,QUEEN OF SKIES LUGGAGE TAG,1,2010-12-19 14:23:00,1.25,15581.0,United Kingdom 259 | 539472,84826,ASSTD DESIGN 3D PAPER STICKERS,1,2010-12-19 14:23:00,0.85,15581.0,United Kingdom 260 | 539472,22147,FELTCRAFT BUTTERFLY HEARTS,1,2010-12-19 14:23:00,1.45,15581.0,United Kingdom 261 | 539472,84826,ASSTD DESIGN 3D PAPER STICKERS,1,2010-12-19 14:23:00,0.85,15581.0,United Kingdom 262 | 539472,21723,ALPHABET HEARTS STICKER SHEET,1,2010-12-19 14:23:00,0.85,15581.0,United Kingdom 263 | 539472,20828,GLITTER BUTTERFLY CLIPS,1,2010-12-19 14:23:00,2.55,15581.0,United Kingdom 264 | 539472,22444,GROW YOUR OWN PLANT IN A CAN ,1,2010-12-19 14:23:00,1.25,15581.0,United Kingdom 265 | 539472,21719,LOVELY BONBON STICKER SHEET,1,2010-12-19 14:23:00,0.85,15581.0,United Kingdom 266 | 539472,85227,SET OF 6 3D KIT CARDS FOR KIDS,1,2010-12-19 14:23:00,0.85,15581.0,United Kingdom 267 | 539472,84826,ASSTD DESIGN 3D PAPER STICKERS,2,2010-12-19 14:23:00,0.85,15581.0,United Kingdom 268 | 539472,84077,WORLD WAR 2 GLIDERS ASSTD DESIGNS,3,2010-12-19 14:23:00,0.29,15581.0,United Kingdom 269 | 539472,22144,CHRISTMAS CRAFT LITTLE FRIENDS,1,2010-12-19 14:23:00,2.1,15581.0,United Kingdom 270 | 539472,22444,GROW YOUR OWN PLANT IN A CAN ,1,2010-12-19 14:23:00,1.25,15581.0,United Kingdom 271 | 539472,22474,SPACEBOY TV DINNER TRAY,1,2010-12-19 14:23:00,4.95,15581.0,United Kingdom 272 | 539472,22473,TV DINNER TRAY VINTAGE PAISLEY,1,2010-12-19 14:23:00,4.95,15581.0,United Kingdom 273 | 539473,72802C,VANILLA SCENT CANDLE JEWELLED BOX,6,2010-12-19 14:24:00,4.25,14911.0,EIRE 274 | 539473,72802B,OCEAN SCENT CANDLE IN JEWELLED BOX,6,2010-12-19 14:24:00,4.25,14911.0,EIRE 275 | 539473,72807B,SET/3 OCEAN SCENT CANDLE JEWEL BOX,8,2010-12-19 14:24:00,4.25,14911.0,EIRE 276 | 539473,72807C,SET/3 VANILLA SCENTED CANDLE IN BOX,8,2010-12-19 14:24:00,4.25,14911.0,EIRE 277 | 539473,85036A,GARDENIA 1 WICK MORRIS BOXED CANDLE,4,2010-12-19 14:24:00,4.25,14911.0,EIRE 278 | 539473,22189,CREAM HEART CARD HOLDER,8,2010-12-19 14:24:00,3.95,14911.0,EIRE 279 | 539473,22147,FELTCRAFT BUTTERFLY HEARTS,12,2010-12-19 14:24:00,1.45,14911.0,EIRE 280 | 539473,22150,3 STRIPEY MICE FELTCRAFT,6,2010-12-19 14:24:00,1.95,14911.0,EIRE 281 | 539473,22569,FELTCRAFT CUSHION BUTTERFLY,4,2010-12-19 14:24:00,3.75,14911.0,EIRE 282 | 539473,22570,FELTCRAFT CUSHION RABBIT,4,2010-12-19 14:24:00,3.75,14911.0,EIRE 283 | 539473,22423,REGENCY CAKESTAND 3 TIER,2,2010-12-19 14:24:00,12.75,14911.0,EIRE 284 | 539473,84992,72 SWEETHEART FAIRY CAKE CASES,24,2010-12-19 14:24:00,0.55,14911.0,EIRE 285 | 539473,48188,DOORMAT WELCOME PUPPIES,2,2010-12-19 14:24:00,7.95,14911.0,EIRE 286 | 539473,22563,HAPPY STENCIL CRAFT,24,2010-12-19 14:24:00,1.25,14911.0,EIRE 287 | 539473,85049E,SCANDINAVIAN REDS RIBBONS,12,2010-12-19 14:24:00,1.25,14911.0,EIRE 288 | 539473,22077,6 RIBBONS RUSTIC CHARM,12,2010-12-19 14:24:00,1.65,14911.0,EIRE 289 | 539473,85049C,ROMANTIC PINKS RIBBONS ,12,2010-12-19 14:24:00,1.25,14911.0,EIRE 290 | 539473,C2,CARRIAGE,1,2010-12-19 14:24:00,50.0,14911.0,EIRE 291 | 539474,84991,60 TEATIME FAIRY CAKE CASES,1,2010-12-19 14:27:00,0.55,15581.0,United Kingdom 292 | 539474,21977,PACK OF 60 PINK PAISLEY CAKE CASES,1,2010-12-19 14:27:00,0.55,15581.0,United Kingdom 293 | 539474,72741,GRAND CHOCOLATECANDLE,2,2010-12-19 14:27:00,1.45,15581.0,United Kingdom 294 | 539474,22311,OFFICE MUG WARMER BLACK+SILVER ,1,2010-12-19 14:27:00,2.95,15581.0,United Kingdom 295 | 539474,21232,STRAWBERRY CERAMIC TRINKET BOX,1,2010-12-19 14:27:00,1.25,15581.0,United Kingdom 296 | 539474,70006,LOVE HEART POCKET WARMER,1,2010-12-19 14:27:00,1.65,15581.0,United Kingdom 297 | 539474,22063,CERAMIC BOWL WITH STRAWBERRY DESIGN,1,2010-12-19 14:27:00,2.95,15581.0,United Kingdom 298 | 539475,21700,BIG DOUGHNUT FRIDGE MAGNETS,1,2010-12-19 14:41:00,0.85,16686.0,United Kingdom 299 | 539475,21352,EUCALYPTUS & PINECONE WREATH,1,2010-12-19 14:41:00,6.75,16686.0,United Kingdom 300 | 539475,16161U,WRAP SUKI AND FRIENDS,25,2010-12-19 14:41:00,0.42,16686.0,United Kingdom 301 | 539475,22707,WRAP MONSTER FUN ,25,2010-12-19 14:41:00,0.42,16686.0,United Kingdom 302 | 539475,21503,TOYBOX WRAP ,25,2010-12-19 14:41:00,0.42,16686.0,United Kingdom 303 | 539475,22045,SPACEBOY GIFT WRAP,25,2010-12-19 14:41:00,0.42,16686.0,United Kingdom 304 | 539475,37370,RETRO COFFEE MUGS ASSORTED,6,2010-12-19 14:41:00,1.25,16686.0,United Kingdom 305 | 539475,21356,TOAST ITS - FAIRY FLOWER,2,2010-12-19 14:41:00,1.25,16686.0,United Kingdom 306 | 539475,22451,SILK PURSE BABUSHKA RED,1,2010-12-19 14:41:00,3.35,16686.0,United Kingdom 307 | 539475,20977,36 PENCILS TUBE WOODLAND,2,2010-12-19 14:41:00,1.25,16686.0,United Kingdom 308 | 539475,84050,PINK HEART SHAPE EGG FRYING PAN,2,2010-12-19 14:41:00,1.65,16686.0,United Kingdom 309 | 539475,90108,BLUE BLOSSOM HAIR CLIP,3,2010-12-19 14:41:00,1.05,16686.0,United Kingdom 310 | 539475,22197,SMALL POPCORN HOLDER,1,2010-12-19 14:41:00,0.85,16686.0,United Kingdom 311 | 539475,84509A,SET OF 4 ENGLISH ROSE PLACEMATS,2,2010-12-19 14:41:00,3.75,16686.0,United Kingdom 312 | 539475,22757,LARGE RED BABUSHKA NOTEBOOK ,1,2010-12-19 14:41:00,1.25,16686.0,United Kingdom 313 | 539475,22758,LARGE PURPLE BABUSHKA NOTEBOOK ,1,2010-12-19 14:41:00,1.25,16686.0,United Kingdom 314 | 539475,22753,SMALL YELLOW BABUSHKA NOTEBOOK ,1,2010-12-19 14:41:00,0.85,16686.0,United Kingdom 315 | 539475,22755,SMALL PURPLE BABUSHKA NOTEBOOK ,1,2010-12-19 14:41:00,0.85,16686.0,United Kingdom 316 | 539475,85227,SET OF 6 3D KIT CARDS FOR KIDS,1,2010-12-19 14:41:00,0.85,16686.0,United Kingdom 317 | 539475,22467,GUMBALL COAT RACK,2,2010-12-19 14:41:00,2.55,16686.0,United Kingdom 318 | 539475,22243,5 HOOK HANGER RED MAGIC TOADSTOOL,1,2010-12-19 14:41:00,1.65,16686.0,United Kingdom 319 | 539475,22242,5 HOOK HANGER MAGIC TOADSTOOL,1,2010-12-19 14:41:00,1.65,16686.0,United Kingdom 320 | 539475,21219,SET/4 BADGES BALLOON GIRL,10,2010-12-19 14:41:00,1.25,16686.0,United Kingdom 321 | 539475,20754,RETROSPOT RED WASHING UP GLOVES,1,2010-12-19 14:41:00,2.1,16686.0,United Kingdom 322 | 539475,22634,CHILDS BREAKFAST SET SPACEBOY ,1,2010-12-19 14:41:00,9.95,16686.0,United Kingdom 323 | 539475,84077,WORLD WAR 2 GLIDERS ASSTD DESIGNS,48,2010-12-19 14:41:00,0.29,16686.0,United Kingdom 324 | 539475,20751,FUNKY WASHING UP GLOVES ASSORTED,1,2010-12-19 14:41:00,2.1,16686.0,United Kingdom 325 | 539475,20752,BLUE POLKADOT WASHING UP GLOVES,1,2010-12-19 14:41:00,2.1,16686.0,United Kingdom 326 | 539475,16207A,PINK STRAWBERRY HANDBAG ,2,2010-12-19 14:41:00,2.95,16686.0,United Kingdom 327 | 539475,22968,ROSE COTTAGE KEEPSAKE BOX ,1,2010-12-19 14:41:00,9.95,16686.0,United Kingdom 328 | 539475,84920,PINK FLOWER FABRIC PONY,1,2010-12-19 14:41:00,3.75,16686.0,United Kingdom 329 | 539475,21578,WOODLAND DESIGN COTTON TOTE BAG,1,2010-12-19 14:41:00,2.25,16686.0,United Kingdom 330 | 539475,21579,LOLITA DESIGN COTTON TOTE BAG,2,2010-12-19 14:41:00,2.25,16686.0,United Kingdom 331 | 539475,22197,SMALL POPCORN HOLDER,1,2010-12-19 14:41:00,0.85,16686.0,United Kingdom 332 | 539475,47570B,TEA TIME TABLE CLOTH,1,2010-12-19 14:41:00,10.65,16686.0,United Kingdom 333 | 539475,22899,CHILDREN'S APRON DOLLY GIRL ,3,2010-12-19 14:41:00,2.1,16686.0,United Kingdom 334 | 539475,22748,POPPY'S PLAYHOUSE KITCHEN,2,2010-12-19 14:41:00,2.1,16686.0,United Kingdom 335 | 539475,22746,POPPY'S PLAYHOUSE LIVINGROOM ,2,2010-12-19 14:41:00,2.1,16686.0,United Kingdom 336 | 539475,22747,POPPY'S PLAYHOUSE BATHROOM,2,2010-12-19 14:41:00,2.1,16686.0,United Kingdom 337 | 539475,22745,POPPY'S PLAYHOUSE BEDROOM ,2,2010-12-19 14:41:00,2.1,16686.0,United Kingdom 338 | 539475,22451,SILK PURSE BABUSHKA RED,1,2010-12-19 14:41:00,3.35,16686.0,United Kingdom 339 | 539475,22817,CARD SUKI BIRTHDAY,12,2010-12-19 14:41:00,0.42,16686.0,United Kingdom 340 | 539475,22814,CARD PARTY GAMES ,12,2010-12-19 14:41:00,0.42,16686.0,United Kingdom 341 | 539475,85227,SET OF 6 3D KIT CARDS FOR KIDS,1,2010-12-19 14:41:00,0.85,16686.0,United Kingdom 342 | 539475,21357,TOAST ITS - DINOSAUR,2,2010-12-19 14:41:00,1.25,16686.0,United Kingdom 343 | 539475,21372,MIRRORED WALL ART TABLE LAMP,1,2010-12-19 14:41:00,2.95,16686.0,United Kingdom 344 | 539475,22635,CHILDS BREAKFAST SET DOLLY GIRL ,1,2010-12-19 14:41:00,9.95,16686.0,United Kingdom 345 | 539475,21747,SMALL SKULL WINDMILL,1,2010-12-19 14:41:00,1.25,16686.0,United Kingdom 346 | 539475,84828,JUNGLE POPSICLES ICE LOLLY HOLDERS,2,2010-12-19 14:41:00,1.25,16686.0,United Kingdom 347 | 539475,21746,SMALL RED RETROSPOT WINDMILL,1,2010-12-19 14:41:00,1.25,16686.0,United Kingdom 348 | 539475,22966,GINGERBREAD MAN COOKIE CUTTER,1,2010-12-19 14:41:00,1.25,16686.0,United Kingdom 349 | 539475,22176,BLUE OWL SOFT TOY,1,2010-12-19 14:41:00,2.95,16686.0,United Kingdom 350 | 539475,22176,BLUE OWL SOFT TOY,2,2010-12-19 14:41:00,2.95,16686.0,United Kingdom 351 | 539475,22175,PINK OWL SOFT TOY,2,2010-12-19 14:41:00,2.95,16686.0,United Kingdom 352 | 539475,22029,SPACEBOY BIRTHDAY CARD,24,2010-12-19 14:41:00,0.42,16686.0,United Kingdom 353 | 539475,22779,WOODEN OWLS LIGHT GARLAND ,2,2010-12-19 14:41:00,4.25,16686.0,United Kingdom 354 | 539475,22383,LUNCH BAG SUKI DESIGN ,2,2010-12-19 14:41:00,1.65,16686.0,United Kingdom 355 | 539475,22662,LUNCH BAG DOLLY GIRL DESIGN,1,2010-12-19 14:41:00,1.65,16686.0,United Kingdom 356 | 539475,20725,LUNCH BAG RED RETROSPOT,2,2010-12-19 14:41:00,1.65,16686.0,United Kingdom 357 | 539475,22382,LUNCH BAG SPACEBOY DESIGN ,2,2010-12-19 14:41:00,1.65,16686.0,United Kingdom 358 | 539475,84898F,YELLOW FLOWERS FELT HANDBAG KIT,1,2010-12-19 14:41:00,2.1,16686.0,United Kingdom 359 | 539475,22274,FELTCRAFT DOLL EMILY,1,2010-12-19 14:41:00,2.95,16686.0,United Kingdom 360 | 539475,22432,WATERING CAN PINK BUNNY,1,2010-12-19 14:41:00,1.95,16686.0,United Kingdom 361 | 539475,22274,FELTCRAFT DOLL EMILY,1,2010-12-19 14:41:00,2.95,16686.0,United Kingdom 362 | 539475,21479,WHITE SKULL HOT WATER BOTTLE ,1,2010-12-19 14:41:00,3.75,16686.0,United Kingdom 363 | 539475,22751,FELTCRAFT PRINCESS OLIVIA DOLL,2,2010-12-19 14:41:00,3.75,16686.0,United Kingdom 364 | 539475,22149,FELTCRAFT 6 FLOWER FRIENDS,1,2010-12-19 14:41:00,2.1,16686.0,United Kingdom 365 | 539475,22149,FELTCRAFT 6 FLOWER FRIENDS,1,2010-12-19 14:41:00,2.1,16686.0,United Kingdom 366 | 539475,22109,FULL ENGLISH BREAKFAST PLATE,1,2010-12-19 14:41:00,3.75,16686.0,United Kingdom 367 | 539475,22109,FULL ENGLISH BREAKFAST PLATE,1,2010-12-19 14:41:00,3.75,16686.0,United Kingdom 368 | 539475,20969,RED FLORAL FELTCRAFT SHOULDER BAG,1,2010-12-19 14:41:00,3.75,16686.0,United Kingdom 369 | 539475,20967,GREY FLORAL FELTCRAFT SHOULDER BAG,1,2010-12-19 14:41:00,3.75,16686.0,United Kingdom 370 | 539475,20979,36 PENCILS TUBE RED RETROSPOT,2,2010-12-19 14:41:00,1.25,16686.0,United Kingdom 371 | 539475,21791,VINTAGE HEADS AND TAILS CARD GAME ,2,2010-12-19 14:41:00,1.25,16686.0,United Kingdom 372 | 539475,21790,VINTAGE SNAP CARDS,2,2010-12-19 14:41:00,0.85,16686.0,United Kingdom 373 | 539475,22834,HAND WARMER BABUSHKA DESIGN,2,2010-12-19 14:41:00,2.1,16686.0,United Kingdom 374 | 539475,22326,ROUND SNACK BOXES SET OF4 WOODLAND ,1,2010-12-19 14:41:00,2.95,16686.0,United Kingdom 375 | 539475,22328,ROUND SNACK BOXES SET OF 4 FRUITS ,1,2010-12-19 14:41:00,2.95,16686.0,United Kingdom 376 | 539475,21481,FAWN BLUE HOT WATER BOTTLE,1,2010-12-19 14:41:00,2.95,16686.0,United Kingdom 377 | 539475,84997C,BLUE 3 PIECE POLKADOT CUTLERY SET,1,2010-12-19 14:41:00,3.75,16686.0,United Kingdom 378 | 539475,84997B,RED 3 PIECE RETROSPOT CUTLERY SET,2,2010-12-19 14:41:00,3.75,16686.0,United Kingdom 379 | 539475,22742,MAKE YOUR OWN PLAYTIME CARD KIT,3,2010-12-19 14:41:00,2.95,16686.0,United Kingdom 380 | 539475,22551,PLASTERS IN TIN SPACEBOY,1,2010-12-19 14:41:00,1.65,16686.0,United Kingdom 381 | 539475,22556,PLASTERS IN TIN CIRCUS PARADE ,1,2010-12-19 14:41:00,1.65,16686.0,United Kingdom 382 | 539475,22555,PLASTERS IN TIN STRONGMAN,1,2010-12-19 14:41:00,1.65,16686.0,United Kingdom 383 | 539475,22554,PLASTERS IN TIN WOODLAND ANIMALS,1,2010-12-19 14:41:00,1.65,16686.0,United Kingdom 384 | C539476,22138,BAKING SET 9 PIECE RETROSPOT ,-1,2010-12-19 14:43:00,4.95,16686.0,United Kingdom 385 | 539477,21992,VINTAGE PAISLEY STATIONERY SET,6,2010-12-19 14:58:00,2.95,18245.0,United Kingdom 386 | 539477,10133,COLOURING PENCILS BROWN TUBE,10,2010-12-19 14:58:00,0.85,18245.0,United Kingdom 387 | 539477,22258,FELT FARM ANIMAL RABBIT,12,2010-12-19 14:58:00,1.25,18245.0,United Kingdom 388 | 539477,22259,FELT FARM ANIMAL HEN,12,2010-12-19 14:58:00,1.25,18245.0,United Kingdom 389 | 539477,84817,DANISH ROSE DECORATIVE PLATE,6,2010-12-19 14:58:00,2.1,18245.0,United Kingdom 390 | 539477,85123A,WHITE HANGING HEART T-LIGHT HOLDER,6,2010-12-19 14:58:00,2.95,18245.0,United Kingdom 391 | 539477,84946,ANTIQUE SILVER TEA GLASS ETCHED,24,2010-12-19 14:58:00,1.25,18245.0,United Kingdom 392 | 539477,47566,PARTY BUNTING,5,2010-12-19 14:58:00,4.65,18245.0,United Kingdom 393 | 539477,84030E,ENGLISH ROSE HOT WATER BOTTLE,4,2010-12-19 14:58:00,4.25,18245.0,United Kingdom 394 | 539477,22489,PACK OF 12 TRADITIONAL CRAYONS,24,2010-12-19 14:58:00,0.42,18245.0,United Kingdom 395 | 539477,22265,EASTER DECORATION NATURAL CHICK,24,2010-12-19 14:58:00,0.65,18245.0,United Kingdom 396 | 539477,22857,ASSORTED EASTER GIFT TAGS,12,2010-12-19 14:58:00,0.85,18245.0,United Kingdom 397 | 539477,22808,SET OF 6 T-LIGHTS EASTER CHICKS,6,2010-12-19 14:58:00,2.95,18245.0,United Kingdom 398 | 539477,35471D,SET OF 3 BIRD LIGHT PINK FEATHER ,12,2010-12-19 14:58:00,1.25,18245.0,United Kingdom 399 | 539477,84457,SET/3 RABBITS FLOWER SKIPPPING ROPE,12,2010-12-19 14:58:00,0.85,18245.0,United Kingdom 400 | 539477,20992,JAZZ HEARTS PURSE NOTEBOOK,12,2010-12-19 14:58:00,0.85,18245.0,United Kingdom 401 | 539477,22855,FINE WICKER HEART ,12,2010-12-19 14:58:00,1.25,18245.0,United Kingdom 402 | 539477,85130B,BEADED CRYSTAL HEART GREEN LARGE,12,2010-12-19 14:58:00,1.65,18245.0,United Kingdom 403 | 539477,22969,HOMEMADE JAM SCENTED CANDLES,12,2010-12-19 14:58:00,1.45,18245.0,United Kingdom 404 | 539477,22726,ALARM CLOCK BAKELIKE GREEN,4,2010-12-19 14:58:00,3.75,18245.0,United Kingdom 405 | 539477,22728,ALARM CLOCK BAKELIKE PINK,4,2010-12-19 14:58:00,3.75,18245.0,United Kingdom 406 | 539477,21012,ANTIQUE ALL GLASS CANDLESTICK,6,2010-12-19 14:58:00,2.1,18245.0,United Kingdom 407 | 539477,22035,VINTAGE CARAVAN GREETING CARD ,12,2010-12-19 14:58:00,0.42,18245.0,United Kingdom 408 | 539477,22815,CARD PSYCHEDELIC APPLES,12,2010-12-19 14:58:00,0.42,18245.0,United Kingdom 409 | 539477,84247G,"DECOUPAGE,GREETING CARD,",12,2010-12-19 14:58:00,0.42,18245.0,United Kingdom 410 | 539477,84249A,"GREETING CARD,SQUARE, DOUGHNUTS",12,2010-12-19 14:58:00,0.42,18245.0,United Kingdom 411 | 539477,22814,CARD PARTY GAMES ,12,2010-12-19 14:58:00,0.42,18245.0,United Kingdom 412 | 539478,21259,VICTORIAN SEWING BOX SMALL ,6,2010-12-19 15:07:00,5.95,17343.0,United Kingdom 413 | 539478,22616,PACK OF 12 LONDON TISSUES ,6,2010-12-19 15:07:00,0.29,17343.0,United Kingdom 414 | 539478,84949,SILVER HANGING T-LIGHT HOLDER,12,2010-12-19 15:07:00,1.65,17343.0,United Kingdom 415 | 539478,22845,VINTAGE CREAM CAT FOOD CONTAINER,1,2010-12-19 15:07:00,6.35,17343.0,United Kingdom 416 | 539478,21485,RETROSPOT HEART HOT WATER BOTTLE,2,2010-12-19 15:07:00,4.95,17343.0,United Kingdom 417 | 539478,21098,CHRISTMAS TOILET ROLL,1,2010-12-19 15:07:00,1.25,17343.0,United Kingdom 418 | 539478,84029G,KNITTED UNION FLAG HOT WATER BOTTLE,2,2010-12-19 15:07:00,3.75,17343.0,United Kingdom 419 | 539478,22835,HOT WATER BOTTLE I AM SO POORLY,2,2010-12-19 15:07:00,4.65,17343.0,United Kingdom 420 | 539478,22113,GREY HEART HOT WATER BOTTLE,5,2010-12-19 15:07:00,3.75,17343.0,United Kingdom 421 | 539478,22834,HAND WARMER BABUSHKA DESIGN,2,2010-12-19 15:07:00,2.1,17343.0,United Kingdom 422 | 539478,22473,TV DINNER TRAY VINTAGE PAISLEY,8,2010-12-19 15:07:00,1.95,17343.0,United Kingdom 423 | 539478,22474,SPACEBOY TV DINNER TRAY,1,2010-12-19 15:07:00,4.95,17343.0,United Kingdom 424 | 539478,82011C,BATHROOM SCALES FOOTPRINTS IN SAND,1,2010-12-19 15:07:00,3.75,17343.0,United Kingdom 425 | 539478,22170,PICTURE FRAME WOOD TRIPLE PORTRAIT,4,2010-12-19 15:07:00,6.75,17343.0,United Kingdom 426 | 539478,21251,DINOSAUR HEIGHT CHART STICKER SET,1,2010-12-19 15:07:00,2.95,17343.0,United Kingdom 427 | 539478,21523,DOORMAT FANCY FONT HOME SWEET HOME,1,2010-12-19 15:07:00,7.95,17343.0,United Kingdom 428 | 539478,22797,CHEST OF DRAWERS GINGHAM HEART ,1,2010-12-19 15:07:00,16.95,17343.0,United Kingdom 429 | 539479,22380,TOY TIDY SPACEBOY ,1,2010-12-19 15:20:00,2.1,,United Kingdom 430 | 539479,22381,TOY TIDY PINK POLKADOT,1,2010-12-19 15:20:00,2.1,,United Kingdom 431 | 539479,22379,RECYCLING BAG RETROSPOT ,1,2010-12-19 15:20:00,2.1,,United Kingdom 432 | 539479,84997D,PINK 3 PIECE POLKADOT CUTLERY SET,1,2010-12-19 15:20:00,3.75,,United Kingdom 433 | 539479,84997B,RED 3 PIECE RETROSPOT CUTLERY SET,1,2010-12-19 15:20:00,3.75,,United Kingdom 434 | 539479,22107,PIZZA PLATE IN BOX,1,2010-12-19 15:20:00,3.75,,United Kingdom 435 | 539480,22091,EMPIRE TISSUE BOX,1,2010-12-19 15:23:00,1.25,,United Kingdom 436 | 539480,22900, SET 2 TEA TOWELS I LOVE LONDON ,1,2010-12-19 15:23:00,2.95,,United Kingdom 437 | 539480,22925,BLUE GIANT GARDEN THERMOMETER,1,2010-12-19 15:23:00,5.95,,United Kingdom 438 | 539480,22627,MINT KITCHEN SCALES,1,2010-12-19 15:23:00,8.5,,United Kingdom 439 | 539481,22174,PHOTO CUBE,4,2010-12-19 15:24:00,1.65,,United Kingdom 440 | 539481,22197,SMALL POPCORN HOLDER,6,2010-12-19 15:24:00,0.85,,United Kingdom 441 | 539482,22418,10 COLOUR SPACEBOY PEN,2,2010-12-19 15:29:00,0.85,,United Kingdom 442 | 539482,20986,BLUE CALCULATOR RULER,2,2010-12-19 15:29:00,1.25,,United Kingdom 443 | 539482,21642,ASSORTED TUTTI FRUTTI PEN,3,2010-12-19 15:29:00,0.85,,United Kingdom 444 | 539482,22493,PAINT YOUR OWN CANVAS SET,2,2010-12-19 15:29:00,1.65,,United Kingdom 445 | 539482,21648,ASSORTED TUTTI FRUTTI SMALL PURSE,3,2010-12-19 15:29:00,1.25,,United Kingdom 446 | 539482,22537,MAGIC DRAWING SLATE DINOSAUR,2,2010-12-19 15:29:00,0.42,,United Kingdom 447 | 539482,21238,RED RETROSPOT CUP,8,2010-12-19 15:29:00,0.85,,United Kingdom 448 | 539482,20677,PINK POLKADOT BOWL,2,2010-12-19 15:29:00,1.25,,United Kingdom 449 | 539482,21242,RED RETROSPOT PLATE ,12,2010-12-19 15:29:00,1.69,,United Kingdom 450 | 539482,21557,SET OF 6 FUNKY BEAKERS,1,2010-12-19 15:29:00,2.95,,United Kingdom 451 | 539482,21868,POTTING SHED TEA MUG,2,2010-12-19 15:29:00,1.25,,United Kingdom 452 | 539483,20969,RED FLORAL FELTCRAFT SHOULDER BAG,1,2010-12-19 15:31:00,3.75,17218.0,United Kingdom 453 | 539483,20967,GREY FLORAL FELTCRAFT SHOULDER BAG,1,2010-12-19 15:31:00,3.75,17218.0,United Kingdom 454 | 539483,22728,ALARM CLOCK BAKELIKE PINK,3,2010-12-19 15:31:00,3.75,17218.0,United Kingdom 455 | 539483,22730,ALARM CLOCK BAKELIKE IVORY,3,2010-12-19 15:31:00,3.75,17218.0,United Kingdom 456 | 539483,22726,ALARM CLOCK BAKELIKE GREEN,5,2010-12-19 15:31:00,3.75,17218.0,United Kingdom 457 | 539483,22729,ALARM CLOCK BAKELIKE ORANGE,3,2010-12-19 15:31:00,3.75,17218.0,United Kingdom 458 | 539483,22727,ALARM CLOCK BAKELIKE RED ,3,2010-12-19 15:31:00,3.75,17218.0,United Kingdom 459 | 539483,22725,ALARM CLOCK BAKELIKE CHOCOLATE,3,2010-12-19 15:31:00,3.75,17218.0,United Kingdom 460 | 539483,22752,SET 7 BABUSHKA NESTING BOXES,2,2010-12-19 15:31:00,8.5,17218.0,United Kingdom 461 | 539484,21034,REX CASH+CARRY JUMBO SHOPPER,1,2010-12-19 15:44:00,0.95,15640.0,United Kingdom 462 | 539484,22690,DOORMAT HOME SWEET HOME BLUE ,1,2010-12-19 15:44:00,7.95,15640.0,United Kingdom 463 | 539484,22199,FRYING PAN RED RETROSPOT,1,2010-12-19 15:44:00,4.25,15640.0,United Kingdom 464 | 539484,22557,PLASTERS IN TIN VINTAGE PAISLEY ,1,2010-12-19 15:44:00,1.65,15640.0,United Kingdom 465 | 539484,22690,DOORMAT HOME SWEET HOME BLUE ,1,2010-12-19 15:44:00,7.95,15640.0,United Kingdom 466 | 539484,22180,RETROSPOT LAMP,1,2010-12-19 15:44:00,9.95,15640.0,United Kingdom 467 | 539484,22508,DOORSTOP RETROSPOT HEART,2,2010-12-19 15:44:00,3.75,15640.0,United Kingdom 468 | 539484,22461,SAVOY ART DECO CLOCK,1,2010-12-19 15:44:00,12.75,15640.0,United Kingdom 469 | 539484,21623,VINTAGE UNION JACK MEMOBOARD,1,2010-12-19 15:44:00,9.95,15640.0,United Kingdom 470 | 539484,22424,ENAMEL BREAD BIN CREAM,1,2010-12-19 15:44:00,12.75,15640.0,United Kingdom 471 | 539484,84992,72 SWEETHEART FAIRY CAKE CASES,1,2010-12-19 15:44:00,0.55,15640.0,United Kingdom 472 | 539484,22941,CHRISTMAS LIGHTS 10 REINDEER,1,2010-12-19 15:44:00,8.5,15640.0,United Kingdom 473 | 539484,22107,PIZZA PLATE IN BOX,2,2010-12-19 15:44:00,3.75,15640.0,United Kingdom 474 | 539484,22109,FULL ENGLISH BREAKFAST PLATE,1,2010-12-19 15:44:00,3.75,15640.0,United Kingdom 475 | 539484,37449,CERAMIC CAKE STAND + HANGING CAKES,1,2010-12-19 15:44:00,9.95,15640.0,United Kingdom 476 | 539484,22941,CHRISTMAS LIGHTS 10 REINDEER,1,2010-12-19 15:44:00,8.5,15640.0,United Kingdom 477 | 539484,22809,SET OF 6 T-LIGHTS SANTA,1,2010-12-19 15:44:00,2.95,15640.0,United Kingdom 478 | 539484,22736,RIBBON REEL MAKING SNOWMEN ,5,2010-12-19 15:44:00,1.65,15640.0,United Kingdom 479 | 539484,22107,PIZZA PLATE IN BOX,6,2010-12-19 15:44:00,3.75,15640.0,United Kingdom 480 | 539484,85049E,SCANDINAVIAN REDS RIBBONS,36,2010-12-19 15:44:00,1.25,15640.0,United Kingdom 481 | 539484,85123A,WHITE HANGING HEART T-LIGHT HOLDER,32,2010-12-19 15:44:00,2.55,15640.0,United Kingdom 482 | 539484,22630,DOLLY GIRL LUNCH BOX,4,2010-12-19 15:44:00,1.95,15640.0,United Kingdom 483 | 539484,22659,LUNCH BOX I LOVE LONDON,6,2010-12-19 15:44:00,1.95,15640.0,United Kingdom 484 | 539484,22629,SPACEBOY LUNCH BOX ,12,2010-12-19 15:44:00,1.95,15640.0,United Kingdom 485 | 539484,22411,JUMBO SHOPPER VINTAGE RED PAISLEY,1,2010-12-19 15:44:00,1.95,15640.0,United Kingdom 486 | 539484,21929,JUMBO BAG PINK VINTAGE PAISLEY,1,2010-12-19 15:44:00,1.95,15640.0,United Kingdom 487 | 539484,22636,CHILDS BREAKFAST SET CIRCUS PARADE,4,2010-12-19 15:44:00,8.5,15640.0,United Kingdom 488 | 539484,22310,IVORY KNITTED MUG COSY ,1,2010-12-19 15:44:00,1.65,15640.0,United Kingdom 489 | 539484,22416,SET OF 36 DOILIES SPACEBOY DESIGN ,5,2010-12-19 15:44:00,1.45,15640.0,United Kingdom 490 | 539484,84988,SET OF 72 PINK HEART PAPER DOILIES,6,2010-12-19 15:44:00,1.45,15640.0,United Kingdom 491 | 539484,21098,CHRISTMAS TOILET ROLL,4,2010-12-19 15:44:00,1.25,15640.0,United Kingdom 492 | 539484,22417,PACK OF 60 SPACEBOY CAKE CASES,24,2010-12-19 15:44:00,0.55,15640.0,United Kingdom 493 | 539484,21877,HOME SWEET HOME MUG,12,2010-12-19 15:44:00,1.25,15640.0,United Kingdom 494 | 539484,84378,SET OF 3 HEART COOKIE CUTTERS,12,2010-12-19 15:44:00,1.25,15640.0,United Kingdom 495 | 539484,21657,MILK BOTTLE WITH GLASS STOPPER ,1,2010-12-19 15:44:00,6.95,15640.0,United Kingdom 496 | 539484,84380,SET OF 3 BUTTERFLY COOKIE CUTTERS,24,2010-12-19 15:44:00,1.25,15640.0,United Kingdom 497 | 539484,22738,RIBBON REEL SNOWY VILLAGE,10,2010-12-19 15:44:00,1.65,15640.0,United Kingdom 498 | 539484,22931,BAKING MOULD HEART WHITE CHOCOLATE,3,2010-12-19 15:44:00,2.55,15640.0,United Kingdom 499 | 539484,22930,BAKING MOULD HEART MILK CHOCOLATE,3,2010-12-19 15:44:00,2.55,15640.0,United Kingdom 500 | 539484,22937,BAKING MOULD CHOCOLATE CUPCAKES,3,2010-12-19 15:44:00,2.55,15640.0,United Kingdom 501 | 539484,22961,JAM MAKING SET PRINTED,5,2010-12-19 15:44:00,1.45,15640.0,United Kingdom 502 | 539484,84378,SET OF 3 HEART COOKIE CUTTERS,12,2010-12-19 15:44:00,1.25,15640.0,United Kingdom 503 | 539484,22952,60 CAKE CASES VINTAGE CHRISTMAS,24,2010-12-19 15:44:00,0.55,15640.0,United Kingdom 504 | 539484,22956,36 FOIL HEART CAKE CASES,3,2010-12-19 15:44:00,2.1,15640.0,United Kingdom 505 | 539484,22910,PAPER CHAIN KIT VINTAGE CHRISTMAS,6,2010-12-19 15:44:00,2.95,15640.0,United Kingdom 506 | 539484,22941,CHRISTMAS LIGHTS 10 REINDEER,1,2010-12-19 15:44:00,8.5,15640.0,United Kingdom 507 | 539484,84375,SET OF 20 KIDS COOKIE CUTTERS,12,2010-12-19 15:44:00,2.1,15640.0,United Kingdom 508 | 539484,22988,SOLDIERS EGG CUP ,12,2010-12-19 15:44:00,1.25,15640.0,United Kingdom 509 | 539484,21481,FAWN BLUE HOT WATER BOTTLE,6,2010-12-19 15:44:00,2.95,15640.0,United Kingdom 510 | 539484,21479,WHITE SKULL HOT WATER BOTTLE ,4,2010-12-19 15:44:00,3.75,15640.0,United Kingdom 511 | 539484,22834,HAND WARMER BABUSHKA DESIGN,48,2010-12-19 15:44:00,0.85,15640.0,United Kingdom 512 | 539484,22943,CHRISTMAS LIGHTS 10 VINTAGE BAUBLES,4,2010-12-19 15:44:00,4.95,15640.0,United Kingdom 513 | 539484,21975,PACK OF 60 DINOSAUR CAKE CASES,24,2010-12-19 15:44:00,0.55,15640.0,United Kingdom 514 | 539484,22951,60 CAKE CASES DOLLY GIRL DESIGN,24,2010-12-19 15:44:00,0.55,15640.0,United Kingdom 515 | 539484,22971,QUEENS GUARD COFFEE MUG,6,2010-12-19 15:44:00,2.55,15640.0,United Kingdom 516 | 539484,22988,SOLDIERS EGG CUP ,12,2010-12-19 15:44:00,1.25,15640.0,United Kingdom 517 | 539484,21524,DOORMAT SPOTTY HOME SWEET HOME,10,2010-12-19 15:44:00,6.75,15640.0,United Kingdom 518 | 539484,22109,FULL ENGLISH BREAKFAST PLATE,16,2010-12-19 15:44:00,3.39,15640.0,United Kingdom 519 | 539484,22977,DOLLY GIRL CHILDRENS EGG CUP,12,2010-12-19 15:44:00,1.25,15640.0,United Kingdom 520 | 539484,22975,SPACEBOY CHILDRENS EGG CUP,12,2010-12-19 15:44:00,1.25,15640.0,United Kingdom 521 | 539484,22972,CHILDREN'S SPACEBOY MUG,12,2010-12-19 15:44:00,1.65,15640.0,United Kingdom 522 | 539484,22973,CHILDREN'S CIRCUS PARADE MUG,12,2010-12-19 15:44:00,1.65,15640.0,United Kingdom 523 | 539485,22802,FAUX FUR CHOCOLATE THROW,1,2010-12-19 15:59:00,19.95,,United Kingdom 524 | -------------------------------------------------------------------------------- /data/2010-12-22.csv: -------------------------------------------------------------------------------- 1 | InvoiceNo,StockCode,Description,Quantity,InvoiceDate,UnitPrice,CustomerID,Country 2 | 539761,20705,MRS ROBOT SOFT TOY,8,2010-12-22 10:29:00,1.95,17593.0,United Kingdom 3 | 539761,20704,MR ROBOT SOFT TOY,8,2010-12-22 10:29:00,1.95,17593.0,United Kingdom 4 | 539761,21112,"SWISS ROLL TOWEL, PINK SPOTS",24,2010-12-22 10:29:00,1.25,17593.0,United Kingdom 5 | 539761,21111,"SWISS ROLL TOWEL, CHOCOLATE SPOTS",24,2010-12-22 10:29:00,1.25,17593.0,United Kingdom 6 | 539761,21617,4 LILY BOTANICAL DINNER CANDLES,12,2010-12-22 10:29:00,1.25,17593.0,United Kingdom 7 | 539761,21615,4 LAVENDER BOTANICAL DINNER CANDLES,12,2010-12-22 10:29:00,1.25,17593.0,United Kingdom 8 | 539761,21620,SET OF 4 ROSE BOTANICAL CANDLES,12,2010-12-22 10:29:00,1.25,17593.0,United Kingdom 9 | 539761,22378,WALL TIDY RETROSPOT ,20,2010-12-22 10:29:00,0.85,17593.0,United Kingdom 10 | 539761,84823,DANISH ROSE FOLDING CHAIR,4,2010-12-22 10:29:00,7.95,17593.0,United Kingdom 11 | 539761,84826,ASSTD DESIGN 3D PAPER STICKERS,60,2010-12-22 10:29:00,0.21,17593.0,United Kingdom 12 | 539761,85054,FRENCH ENAMEL POT W LID,12,2010-12-22 10:29:00,1.25,17593.0,United Kingdom 13 | 539761,85059,FRENCH ENAMEL WATER BASIN,8,2010-12-22 10:29:00,1.25,17593.0,United Kingdom 14 | 539761,85174,S/4 CACTI CANDLES,16,2010-12-22 10:29:00,1.95,17593.0,United Kingdom 15 | 539761,85184C,S/4 VALENTINE DECOUPAGE HEART BOX,24,2010-12-22 10:29:00,1.25,17593.0,United Kingdom 16 | 539761,22785,SQUARECUSHION COVER PINK UNION FLAG,6,2010-12-22 10:29:00,6.75,17593.0,United Kingdom 17 | 539761,21624,VINTAGE UNION JACK DOORSTOP,6,2010-12-22 10:29:00,5.95,17593.0,United Kingdom 18 | 539761,22611,VINTAGE UNION JACK SHOPPING BAG,6,2010-12-22 10:29:00,4.95,17593.0,United Kingdom 19 | 539761,21071,VINTAGE BILLBOARD DRINK ME MUG,12,2010-12-22 10:29:00,1.25,17593.0,United Kingdom 20 | 539761,22497,SET OF 2 TINS VINTAGE BATHROOM ,4,2010-12-22 10:29:00,4.25,17593.0,United Kingdom 21 | 539761,21622,VINTAGE UNION JACK CUSHION COVER,4,2010-12-22 10:29:00,4.95,17593.0,United Kingdom 22 | 539761,22499,WOODEN UNION JACK BUNTING,12,2010-12-22 10:29:00,5.95,17593.0,United Kingdom 23 | 539761,22469,HEART OF WICKER SMALL,12,2010-12-22 10:29:00,1.65,17593.0,United Kingdom 24 | 539761,22470,HEART OF WICKER LARGE,12,2010-12-22 10:29:00,2.95,17593.0,United Kingdom 25 | 539761,22507,MEMO BOARD RETROSPOT DESIGN,4,2010-12-22 10:29:00,4.95,17593.0,United Kingdom 26 | 539761,22508,DOORSTOP RETROSPOT HEART,4,2010-12-22 10:29:00,3.75,17593.0,United Kingdom 27 | 539761,22558,CLOTHES PEGS RETROSPOT PACK 24 ,48,2010-12-22 10:29:00,1.25,17593.0,United Kingdom 28 | 539762,62018,SOMBRERO ,400,2010-12-22 10:29:00,1.25,13953.0,United Kingdom 29 | 539764,20704,MR ROBOT SOFT TOY,8,2010-12-22 11:07:00,1.95,14533.0,United Kingdom 30 | 539764,84823,DANISH ROSE FOLDING CHAIR,4,2010-12-22 11:07:00,7.95,14533.0,United Kingdom 31 | 539764,21650,ASSORTED TUTTI FRUTTI BRACELET,96,2010-12-22 11:07:00,0.19,14533.0,United Kingdom 32 | 539764,22427,ENAMEL FLOWER JUG CREAM,6,2010-12-22 11:07:00,5.95,14533.0,United Kingdom 33 | 539764,21947,SET OF 6 HEART CHOPSTICKS,36,2010-12-22 11:07:00,1.25,14533.0,United Kingdom 34 | 539764,22355,CHARLOTTE BAG SUKI DESIGN,100,2010-12-22 11:07:00,0.72,14533.0,United Kingdom 35 | 539764,22492,MINI PAINT SET VINTAGE ,72,2010-12-22 11:07:00,0.65,14533.0,United Kingdom 36 | 539764,84692,BOX OF 24 COCKTAIL PARASOLS,50,2010-12-22 11:07:00,0.42,14533.0,United Kingdom 37 | 539764,21403,BLUE EGG SPOON,48,2010-12-22 11:07:00,0.42,14533.0,United Kingdom 38 | 539764,21648,ASSORTED TUTTI FRUTTI SMALL PURSE,120,2010-12-22 11:07:00,1.06,14533.0,United Kingdom 39 | 539766,21889,WOODEN BOX OF DOMINOES,6,2010-12-22 11:11:00,1.25,14092.0,United Kingdom 40 | 539766,22572,ROCKING HORSE GREEN CHRISTMAS ,1,2010-12-22 11:11:00,0.85,14092.0,United Kingdom 41 | 539766,22601,CHRISTMAS RETROSPOT ANGEL WOOD,1,2010-12-22 11:11:00,0.85,14092.0,United Kingdom 42 | 539766,22600,CHRISTMAS RETROSPOT STAR WOOD,2,2010-12-22 11:11:00,0.85,14092.0,United Kingdom 43 | 539766,22531,MAGIC DRAWING SLATE CIRCUS PARADE ,12,2010-12-22 11:11:00,0.42,14092.0,United Kingdom 44 | 539766,22028,PENNY FARTHING BIRTHDAY CARD,12,2010-12-22 11:11:00,0.42,14092.0,United Kingdom 45 | 539766,21253,SET OF PICTURE FRAME STICKERS,6,2010-12-22 11:11:00,2.95,14092.0,United Kingdom 46 | 539766,21724,PANDA AND BUNNIES STICKER SHEET,1,2010-12-22 11:11:00,0.85,14092.0,United Kingdom 47 | 539766,21722,SWEET PUDDING STICKER SHEET,1,2010-12-22 11:11:00,0.85,14092.0,United Kingdom 48 | 539766,22988,SOLDIERS EGG CUP ,12,2010-12-22 11:11:00,1.25,14092.0,United Kingdom 49 | 539766,22605,WOODEN CROQUET GARDEN SET,2,2010-12-22 11:11:00,14.95,14092.0,United Kingdom 50 | 539766,22659,LUNCH BOX I LOVE LONDON,8,2010-12-22 11:11:00,1.95,14092.0,United Kingdom 51 | 539766,22431,WATERING CAN BLUE ELEPHANT,4,2010-12-22 11:11:00,1.95,14092.0,United Kingdom 52 | 539766,22433,WATERING CAN GREEN DINOSAUR,3,2010-12-22 11:11:00,1.95,14092.0,United Kingdom 53 | 539766,22432,WATERING CAN PINK BUNNY,1,2010-12-22 11:11:00,1.95,14092.0,United Kingdom 54 | 539766,22113,GREY HEART HOT WATER BOTTLE,4,2010-12-22 11:11:00,3.75,14092.0,United Kingdom 55 | 539766,21481,FAWN BLUE HOT WATER BOTTLE,4,2010-12-22 11:11:00,2.95,14092.0,United Kingdom 56 | 539766,21485,RETROSPOT HEART HOT WATER BOTTLE,4,2010-12-22 11:11:00,4.95,14092.0,United Kingdom 57 | 539766,22111,SCOTTIE DOG HOT WATER BOTTLE,4,2010-12-22 11:11:00,4.95,14092.0,United Kingdom 58 | 539766,21877,HOME SWEET HOME MUG,6,2010-12-22 11:11:00,1.25,14092.0,United Kingdom 59 | 539766,22965,3 TRADITIONAl BISCUIT CUTTERS SET,12,2010-12-22 11:11:00,2.1,14092.0,United Kingdom 60 | 539766,22660,DOORMAT I LOVE LONDON,2,2010-12-22 11:11:00,7.95,14092.0,United Kingdom 61 | 539766,22720,SET OF 3 CAKE TINS PANTRY DESIGN ,8,2010-12-22 11:11:00,4.95,14092.0,United Kingdom 62 | 539766,84375,SET OF 20 KIDS COOKIE CUTTERS,6,2010-12-22 11:11:00,2.1,14092.0,United Kingdom 63 | 539766,22960,JAM MAKING SET WITH JARS,6,2010-12-22 11:11:00,4.25,14092.0,United Kingdom 64 | 539766,70006,LOVE HEART POCKET WARMER,6,2010-12-22 11:11:00,1.65,14092.0,United Kingdom 65 | 539766,22891,TEA FOR ONE POLKADOT,4,2010-12-22 11:11:00,4.25,14092.0,United Kingdom 66 | 539766,22976,CIRCUS PARADE CHILDRENS EGG CUP ,12,2010-12-22 11:11:00,1.25,14092.0,United Kingdom 67 | 539825,22111,SCOTTIE DOG HOT WATER BOTTLE,1,2010-12-22 12:22:00,4.95,,United Kingdom 68 | 539825,20765,CHRYSANTHEMUM SKETCHBOOK ,1,2010-12-22 12:22:00,3.75,,United Kingdom 69 | 539825,22821,GIFT BAG PSYCHEDELIC APPLES,1,2010-12-22 12:22:00,0.65,,United Kingdom 70 | 539826,22723,SET OF 6 HERB TINS SKETCHBOOK,2,2010-12-22 12:39:00,3.95,15044.0,United Kingdom 71 | 539826,22969,HOMEMADE JAM SCENTED CANDLES,12,2010-12-22 12:39:00,1.45,15044.0,United Kingdom 72 | 539826,20754,RETROSPOT RED WASHING UP GLOVES,5,2010-12-22 12:39:00,2.1,15044.0,United Kingdom 73 | 539826,20752,BLUE POLKADOT WASHING UP GLOVES,6,2010-12-22 12:39:00,2.1,15044.0,United Kingdom 74 | 539826,21754,HOME BUILDING BLOCK WORD,2,2010-12-22 12:39:00,5.95,15044.0,United Kingdom 75 | 539826,22722,SET OF 6 SPICE TINS PANTRY DESIGN,4,2010-12-22 12:39:00,3.95,15044.0,United Kingdom 76 | 539826,22766,PHOTO FRAME CORNICE,8,2010-12-22 12:39:00,2.95,15044.0,United Kingdom 77 | 539826,22720,SET OF 3 CAKE TINS PANTRY DESIGN ,4,2010-12-22 12:39:00,4.95,15044.0,United Kingdom 78 | 539826,22666,RECIPE BOX PANTRY YELLOW DESIGN,4,2010-12-22 12:39:00,2.95,15044.0,United Kingdom 79 | 539826,22667,RECIPE BOX RETROSPOT ,2,2010-12-22 12:39:00,2.95,15044.0,United Kingdom 80 | 539826,82494L,WOODEN FRAME ANTIQUE WHITE ,12,2010-12-22 12:39:00,2.95,15044.0,United Kingdom 81 | 539826,82483,WOOD 2 DRAWER CABINET WHITE FINISH,8,2010-12-22 12:39:00,5.95,15044.0,United Kingdom 82 | 539826,82482,WOODEN PICTURE FRAME WHITE FINISH,6,2010-12-22 12:39:00,2.55,15044.0,United Kingdom 83 | 539826,82486,WOOD S/3 CABINET ANT WHITE FINISH,4,2010-12-22 12:39:00,7.95,15044.0,United Kingdom 84 | 539826,21430,SET/3 RED GINGHAM ROSE STORAGE BOX,5,2010-12-22 12:39:00,3.75,15044.0,United Kingdom 85 | 539826,20711,JUMBO BAG TOYS ,9,2010-12-22 12:39:00,1.95,15044.0,United Kingdom 86 | 539826,82484,WOOD BLACK BOARD ANT WHITE FINISH,6,2010-12-22 12:39:00,6.45,15044.0,United Kingdom 87 | 539826,22733,3D TRADITIONAL CHRISTMAS STICKERS,1,2010-12-22 12:39:00,1.25,15044.0,United Kingdom 88 | 539826,22169,FAMILY ALBUM WHITE PICTURE FRAME,2,2010-12-22 12:39:00,8.5,15044.0,United Kingdom 89 | 539826,22652,TRAVEL SEWING KIT,8,2010-12-22 12:39:00,1.65,15044.0,United Kingdom 90 | 539826,22170,PICTURE FRAME WOOD TRIPLE PORTRAIT,4,2010-12-22 12:39:00,6.75,15044.0,United Kingdom 91 | 539826,84030E,ENGLISH ROSE HOT WATER BOTTLE,5,2010-12-22 12:39:00,4.25,15044.0,United Kingdom 92 | 539826,22113,GREY HEART HOT WATER BOTTLE,6,2010-12-22 12:39:00,3.75,15044.0,United Kingdom 93 | 539826,22654,DELUXE SEWING KIT ,6,2010-12-22 12:39:00,5.95,15044.0,United Kingdom 94 | 539826,22745,POPPY'S PLAYHOUSE BEDROOM ,2,2010-12-22 12:39:00,2.1,15044.0,United Kingdom 95 | 539826,22112,CHOCOLATE HOT WATER BOTTLE,6,2010-12-22 12:39:00,4.95,15044.0,United Kingdom 96 | 539826,21485,RETROSPOT HEART HOT WATER BOTTLE,6,2010-12-22 12:39:00,4.95,15044.0,United Kingdom 97 | 539826,22738,RIBBON REEL SNOWY VILLAGE,1,2010-12-22 12:39:00,1.65,15044.0,United Kingdom 98 | 539826,22835,HOT WATER BOTTLE I AM SO POORLY,2,2010-12-22 12:39:00,4.65,15044.0,United Kingdom 99 | 539826,21479,WHITE SKULL HOT WATER BOTTLE ,6,2010-12-22 12:39:00,3.75,15044.0,United Kingdom 100 | 539826,85123A,WHITE HANGING HEART T-LIGHT HOLDER,13,2010-12-22 12:39:00,2.95,15044.0,United Kingdom 101 | C539827,22745,POPPY'S PLAYHOUSE BEDROOM ,-1,2010-12-22 12:43:00,2.1,15044.0,United Kingdom 102 | 539828,82483,WOOD 2 DRAWER CABINET WHITE FINISH,4,2010-12-22 12:44:00,5.95,15044.0,United Kingdom 103 | 539829,82613D,METAL SIGN CUPCAKE SINGLE HOOK,20,2010-12-22 12:47:00,0.42,12734.0,France 104 | 539829,82613B,"METAL SIGN,CUPCAKE SINGLE HOOK",20,2010-12-22 12:47:00,0.42,12734.0,France 105 | 539829,22223,CAKE PLATE LOVEBIRD PINK,24,2010-12-22 12:47:00,1.95,12734.0,France 106 | 539829,22222,CAKE PLATE LOVEBIRD WHITE,24,2010-12-22 12:47:00,1.95,12734.0,France 107 | C539830,22943,CHRISTMAS LIGHTS 10 VINTAGE BAUBLES,-8,2010-12-22 13:13:00,4.95,14944.0,United Kingdom 108 | 539831,22476,EMPIRE UNION JACK TV DINNER TRAY,1,2010-12-22 13:17:00,4.95,14606.0,United Kingdom 109 | 539831,85049G,CHOCOLATE BOX RIBBONS ,1,2010-12-22 13:17:00,1.25,14606.0,United Kingdom 110 | 539831,22613,PACK OF 20 SPACEBOY NAPKINS,1,2010-12-22 13:17:00,0.85,14606.0,United Kingdom 111 | 539831,21656,RIDGED GLASS POSY VASE ,1,2010-12-22 13:17:00,1.45,14606.0,United Kingdom 112 | 539831,85078,SCANDINAVIAN 3 HEARTS NAPKIN RING,1,2010-12-22 13:17:00,0.65,14606.0,United Kingdom 113 | 539831,48173C,DOORMAT BLACK FLOCK ,1,2010-12-22 13:17:00,7.95,14606.0,United Kingdom 114 | 539831,22327,ROUND SNACK BOXES SET OF 4 SKULLS,1,2010-12-22 13:17:00,2.95,14606.0,United Kingdom 115 | 539831,20780,BLACK EAR MUFF HEADPHONES,2,2010-12-22 13:17:00,5.49,14606.0,United Kingdom 116 | 539831,21870,I CAN ONLY PLEASE ONE PERSON MUG,1,2010-12-22 13:17:00,1.25,14606.0,United Kingdom 117 | 539831,22423,REGENCY CAKESTAND 3 TIER,1,2010-12-22 13:17:00,12.75,14606.0,United Kingdom 118 | 539831,22488,NATURAL SLATE RECTANGLE CHALKBOARD,4,2010-12-22 13:17:00,1.65,14606.0,United Kingdom 119 | 539831,21201,TROPICAL HONEYCOMB PAPER GARLAND ,1,2010-12-22 13:17:00,2.55,14606.0,United Kingdom 120 | 539831,21200,MULTICOLOUR HONEYCOMB PAPER GARLAND,1,2010-12-22 13:17:00,1.65,14606.0,United Kingdom 121 | 539831,22467,GUMBALL COAT RACK,6,2010-12-22 13:17:00,2.55,14606.0,United Kingdom 122 | 539831,22457,NATURAL SLATE HEART CHALKBOARD ,12,2010-12-22 13:17:00,2.95,14606.0,United Kingdom 123 | 539831,22379,RECYCLING BAG RETROSPOT ,1,2010-12-22 13:17:00,2.1,14606.0,United Kingdom 124 | C539832,85123A,WHITE HANGING HEART T-LIGHT HOLDER,-1,2010-12-22 13:20:00,2.55,17239.0,United Kingdom 125 | 539835,22835,HOT WATER BOTTLE I AM SO POORLY,4,2010-12-22 13:39:00,4.65,16477.0,United Kingdom 126 | 539835,85123A,WHITE HANGING HEART T-LIGHT HOLDER,6,2010-12-22 13:39:00,2.95,16477.0,United Kingdom 127 | 539835,20725,LUNCH BAG RED RETROSPOT,10,2010-12-22 13:39:00,1.65,16477.0,United Kingdom 128 | 539835,22511,RETROSPOT BABUSHKA DOORSTOP,8,2010-12-22 13:39:00,1.25,16477.0,United Kingdom 129 | 539835,22222,CAKE PLATE LOVEBIRD WHITE,12,2010-12-22 13:39:00,1.95,16477.0,United Kingdom 130 | 539835,22834,HAND WARMER BABUSHKA DESIGN,24,2010-12-22 13:39:00,0.85,16477.0,United Kingdom 131 | 539835,22469,HEART OF WICKER SMALL,12,2010-12-22 13:39:00,1.65,16477.0,United Kingdom 132 | 539835,22464,HANGING METAL HEART LANTERN,12,2010-12-22 13:39:00,1.65,16477.0,United Kingdom 133 | 539835,82482,WOODEN PICTURE FRAME WHITE FINISH,6,2010-12-22 13:39:00,2.55,16477.0,United Kingdom 134 | 539835,22087,PAPER BUNTING WHITE LACE,6,2010-12-22 13:39:00,2.95,16477.0,United Kingdom 135 | 539835,82483,WOOD 2 DRAWER CABINET WHITE FINISH,4,2010-12-22 13:39:00,5.95,16477.0,United Kingdom 136 | 539835,21755,LOVE BUILDING BLOCK WORD,3,2010-12-22 13:39:00,5.95,16477.0,United Kingdom 137 | 539835,22355,CHARLOTTE BAG SUKI DESIGN,10,2010-12-22 13:39:00,0.85,16477.0,United Kingdom 138 | 539835,22356,CHARLOTTE BAG PINK POLKADOT,10,2010-12-22 13:39:00,0.85,16477.0,United Kingdom 139 | 539835,20724,RED RETROSPOT CHARLOTTE BAG,10,2010-12-22 13:39:00,0.85,16477.0,United Kingdom 140 | 539835,20719,WOODLAND CHARLOTTE BAG,10,2010-12-22 13:39:00,0.85,16477.0,United Kingdom 141 | 539835,85184C,S/4 VALENTINE DECOUPAGE HEART BOX,24,2010-12-22 13:39:00,1.25,16477.0,United Kingdom 142 | 539835,22650,CERAMIC PIRATE CHEST MONEY BANK,12,2010-12-22 13:39:00,1.45,16477.0,United Kingdom 143 | 539835,20728,LUNCH BAG CARS BLUE,10,2010-12-22 13:39:00,1.65,16477.0,United Kingdom 144 | 539836,22713,CARD I LOVE LONDON ,12,2010-12-22 13:46:00,0.42,17894.0,United Kingdom 145 | 539836,22984,CARD GINGHAM ROSE ,12,2010-12-22 13:46:00,0.42,17894.0,United Kingdom 146 | 539836,21067,VINTAGE RED TEATIME MUG,3,2010-12-22 13:46:00,1.25,17894.0,United Kingdom 147 | 539836,85123A,WHITE HANGING HEART T-LIGHT HOLDER,5,2010-12-22 13:46:00,2.95,17894.0,United Kingdom 148 | 539836,82494L,WOODEN FRAME ANTIQUE WHITE ,1,2010-12-22 13:46:00,2.95,17894.0,United Kingdom 149 | 539836,21329,DINOSAURS WRITING SET ,1,2010-12-22 13:46:00,1.65,17894.0,United Kingdom 150 | 539836,22556,PLASTERS IN TIN CIRCUS PARADE ,1,2010-12-22 13:46:00,1.65,17894.0,United Kingdom 151 | 539836,22557,PLASTERS IN TIN VINTAGE PAISLEY ,2,2010-12-22 13:46:00,1.65,17894.0,United Kingdom 152 | 539836,84536B,FAIRY CAKES NOTEBOOK A7 SIZE,2,2010-12-22 13:46:00,0.42,17894.0,United Kingdom 153 | 539836,84535B,FAIRY CAKES NOTEBOOK A6 SIZE,2,2010-12-22 13:46:00,0.65,17894.0,United Kingdom 154 | 539836,84536A,ENGLISH ROSE NOTEBOOK A7 SIZE,2,2010-12-22 13:46:00,0.42,17894.0,United Kingdom 155 | 539836,82482,WOODEN PICTURE FRAME WHITE FINISH,2,2010-12-22 13:46:00,2.55,17894.0,United Kingdom 156 | 539836,22558,CLOTHES PEGS RETROSPOT PACK 24 ,2,2010-12-22 13:46:00,1.49,17894.0,United Kingdom 157 | 539836,22834,HAND WARMER BABUSHKA DESIGN,4,2010-12-22 13:46:00,2.1,17894.0,United Kingdom 158 | 539836,85232D,SET/3 DECOUPAGE STACKING TINS,1,2010-12-22 13:46:00,4.95,17894.0,United Kingdom 159 | 539836,22755,SMALL PURPLE BABUSHKA NOTEBOOK ,3,2010-12-22 13:46:00,0.85,17894.0,United Kingdom 160 | 539836,82483,WOOD 2 DRAWER CABINET WHITE FINISH,1,2010-12-22 13:46:00,5.95,17894.0,United Kingdom 161 | 539836,22111,SCOTTIE DOG HOT WATER BOTTLE,5,2010-12-22 13:46:00,4.95,17894.0,United Kingdom 162 | 539836,22720,SET OF 3 CAKE TINS PANTRY DESIGN ,1,2010-12-22 13:46:00,4.95,17894.0,United Kingdom 163 | 539836,22900, SET 2 TEA TOWELS I LOVE LONDON ,7,2010-12-22 13:46:00,2.95,17894.0,United Kingdom 164 | 539836,47566,PARTY BUNTING,3,2010-12-22 13:46:00,4.65,17894.0,United Kingdom 165 | 539837,22690,DOORMAT HOME SWEET HOME BLUE ,2,2010-12-22 13:48:00,7.95,14532.0,United Kingdom 166 | 539837,22692,DOORMAT WELCOME TO OUR HOME,1,2010-12-22 13:48:00,7.95,14532.0,United Kingdom 167 | 539837,48185,DOORMAT FAIRY CAKE,1,2010-12-22 13:48:00,7.95,14532.0,United Kingdom 168 | 539837,21523,DOORMAT FANCY FONT HOME SWEET HOME,1,2010-12-22 13:48:00,7.95,14532.0,United Kingdom 169 | 539837,21524,DOORMAT SPOTTY HOME SWEET HOME,2,2010-12-22 13:48:00,7.95,14532.0,United Kingdom 170 | 539837,48138,DOORMAT UNION FLAG,2,2010-12-22 13:48:00,7.95,14532.0,United Kingdom 171 | 539837,48173C,DOORMAT BLACK FLOCK ,2,2010-12-22 13:48:00,7.95,14532.0,United Kingdom 172 | 539837,48116,DOORMAT MULTICOLOUR STRIPE,1,2010-12-22 13:48:00,7.95,14532.0,United Kingdom 173 | 539837,48194,DOORMAT HEARTS,4,2010-12-22 13:48:00,7.95,14532.0,United Kingdom 174 | 539837,20685,DOORMAT RED RETROSPOT,5,2010-12-22 13:48:00,7.95,14532.0,United Kingdom 175 | 539837,48184,DOORMAT ENGLISH ROSE ,2,2010-12-22 13:48:00,7.95,14532.0,United Kingdom 176 | 539837,48111,DOORMAT 3 SMILEY CATS,2,2010-12-22 13:48:00,7.95,14532.0,United Kingdom 177 | 539837,22366,DOORMAT AIRMAIL ,1,2010-12-22 13:48:00,7.95,14532.0,United Kingdom 178 | 539837,22414,DOORMAT NEIGHBOURHOOD WITCH ,2,2010-12-22 13:48:00,7.95,14532.0,United Kingdom 179 | C539838,22198,LARGE POPCORN HOLDER ,-10,2010-12-22 13:59:00,1.65,13458.0,United Kingdom 180 | 539839,22471,TV DINNER TRAY AIR HOSTESS ,1,2010-12-22 14:27:00,1.95,,United Kingdom 181 | 539839,22728,ALARM CLOCK BAKELIKE PINK,1,2010-12-22 14:27:00,3.75,,United Kingdom 182 | 539840,21121,SET/10 RED POLKADOT PARTY CANDLES,24,2010-12-22 14:28:00,1.25,12383.0,Belgium 183 | 539840,21122,SET/10 PINK POLKADOT PARTY CANDLES,24,2010-12-22 14:28:00,1.25,12383.0,Belgium 184 | 539840,21124,SET/10 BLUE POLKADOT PARTY CANDLES,24,2010-12-22 14:28:00,1.25,12383.0,Belgium 185 | 539840,21125,SET 6 FOOTBALL CELEBRATION CANDLES,12,2010-12-22 14:28:00,1.25,12383.0,Belgium 186 | 539840,21126,SET OF 6 GIRLS CELEBRATION CANDLES,12,2010-12-22 14:28:00,1.25,12383.0,Belgium 187 | 539840,21123,SET/10 IVORY POLKADOT PARTY CANDLES,24,2010-12-22 14:28:00,1.25,12383.0,Belgium 188 | 539840,21918,SET 12 KIDS COLOUR CHALK STICKS,24,2010-12-22 14:28:00,0.42,12383.0,Belgium 189 | 539840,22539,MINI JIGSAW DOLLY GIRL,24,2010-12-22 14:28:00,0.42,12383.0,Belgium 190 | 539840,22544,MINI JIGSAW SPACEBOY,24,2010-12-22 14:28:00,0.42,12383.0,Belgium 191 | 539840,22540,MINI JIGSAW CIRCUS PARADE ,24,2010-12-22 14:28:00,0.42,12383.0,Belgium 192 | 539840,22547,MINI JIGSAW DINOSAUR ,24,2010-12-22 14:28:00,0.42,12383.0,Belgium 193 | 539840,21703,BAG 125g SWIRLY MARBLES,12,2010-12-22 14:28:00,0.42,12383.0,Belgium 194 | 539840,20973,12 PENCIL SMALL TUBE WOODLAND,24,2010-12-22 14:28:00,0.65,12383.0,Belgium 195 | 539840,20974,12 PENCILS SMALL TUBE SKULL,24,2010-12-22 14:28:00,0.65,12383.0,Belgium 196 | 539840,20975,12 PENCILS SMALL TUBE RED RETROSPOT,24,2010-12-22 14:28:00,0.65,12383.0,Belgium 197 | 539840,16045,POPART WOODEN PENCILS ASST,100,2010-12-22 14:28:00,0.12,12383.0,Belgium 198 | 539840,22489,PACK OF 12 TRADITIONAL CRAYONS,24,2010-12-22 14:28:00,0.42,12383.0,Belgium 199 | 539840,84692,BOX OF 24 COCKTAIL PARASOLS,25,2010-12-22 14:28:00,0.42,12383.0,Belgium 200 | 539840,21212,PACK OF 72 RETROSPOT CAKE CASES,24,2010-12-22 14:28:00,0.55,12383.0,Belgium 201 | 539840,21213,PACK OF 72 SKULL CAKE CASES,24,2010-12-22 14:28:00,0.55,12383.0,Belgium 202 | 539840,22417,PACK OF 60 SPACEBOY CAKE CASES,24,2010-12-22 14:28:00,0.55,12383.0,Belgium 203 | 539840,21975,PACK OF 60 DINOSAUR CAKE CASES,24,2010-12-22 14:28:00,0.55,12383.0,Belgium 204 | 539840,22491,PACK OF 12 COLOURED PENCILS,12,2010-12-22 14:28:00,0.85,12383.0,Belgium 205 | 539840,22492,MINI PAINT SET VINTAGE ,36,2010-12-22 14:28:00,0.65,12383.0,Belgium 206 | 539840,22080,RIBBON REEL POLKADOTS ,10,2010-12-22 14:28:00,1.65,12383.0,Belgium 207 | 539840,22082,RIBBON REEL STRIPES DESIGN ,10,2010-12-22 14:28:00,1.65,12383.0,Belgium 208 | 539840,22722,SET OF 6 SPICE TINS PANTRY DESIGN,12,2010-12-22 14:28:00,3.95,12383.0,Belgium 209 | 539840,22315,200 RED + WHITE BENDY STRAWS,12,2010-12-22 14:28:00,1.25,12383.0,Belgium 210 | 539840,22090,PAPER BUNTING RETROSPOT,6,2010-12-22 14:28:00,2.95,12383.0,Belgium 211 | 539840,21086,SET/6 RED SPOTTY PAPER CUPS,12,2010-12-22 14:28:00,0.65,12383.0,Belgium 212 | 539840,21987,PACK OF 6 SKULL PAPER CUPS,12,2010-12-22 14:28:00,0.65,12383.0,Belgium 213 | 539840,21094,SET/6 RED SPOTTY PAPER PLATES,12,2010-12-22 14:28:00,0.85,12383.0,Belgium 214 | 539840,21988,PACK OF 6 SKULL PAPER PLATES,12,2010-12-22 14:28:00,0.85,12383.0,Belgium 215 | 539840,21080,SET/20 RED RETROSPOT PAPER NAPKINS ,12,2010-12-22 14:28:00,0.85,12383.0,Belgium 216 | 539840,21989,PACK OF 20 SKULL PAPER NAPKINS,12,2010-12-22 14:28:00,0.85,12383.0,Belgium 217 | 539840,22316,200 BENDY SKULL STRAWS,12,2010-12-22 14:28:00,1.25,12383.0,Belgium 218 | 539840,POST,POSTAGE,3,2010-12-22 14:28:00,15.0,12383.0,Belgium 219 | 539856,22444,GROW YOUR OWN PLANT IN A CAN ,1,2010-12-22 14:41:00,0.0,,United Kingdom 220 | 539856,20682,RED RETROSPOT CHILDRENS UMBRELLA,2,2010-12-22 14:41:00,0.0,,United Kingdom 221 | 539856,20724,RED RETROSPOT CHARLOTTE BAG,2,2010-12-22 14:41:00,0.0,,United Kingdom 222 | 539856,18098C,PORCELAIN BUTTERFLY OIL BURNER,2,2010-12-22 14:41:00,0.0,,United Kingdom 223 | 539856,M,Manual,1,2010-12-22 14:41:00,1298.4,,United Kingdom 224 | 539856,85123A,WHITE HANGING HEART T-LIGHT HOLDER,1,2010-12-22 14:41:00,0.0,,United Kingdom 225 | 539856,84968E,SET OF 16 VINTAGE BLACK CUTLERY,1,2010-12-22 14:41:00,0.0,,United Kingdom 226 | 539856,84872A,TEATIME FUNKY FLOWER BACKPACK FOR 2,2,2010-12-22 14:41:00,0.0,,United Kingdom 227 | 539856,22518,CHILDS GARDEN BRUSH BLUE,1,2010-12-22 14:41:00,0.0,,United Kingdom 228 | 539856,84692,BOX OF 24 COCKTAIL PARASOLS,2,2010-12-22 14:41:00,0.0,,United Kingdom 229 | 539856,79321,CHILLI LIGHTS,1,2010-12-22 14:41:00,0.0,,United Kingdom 230 | 539856,48194,DOORMAT HEARTS,2,2010-12-22 14:41:00,0.0,,United Kingdom 231 | 539856,37333,"RETRO ""TEA FOR ONE"" ",1,2010-12-22 14:41:00,0.0,,United Kingdom 232 | 539856,22843,BISCUIT TIN VINTAGE GREEN,1,2010-12-22 14:41:00,0.0,,United Kingdom 233 | 539856,22842,BISCUIT TIN VINTAGE RED,1,2010-12-22 14:41:00,0.0,,United Kingdom 234 | 539856,22690,DOORMAT HOME SWEET HOME BLUE ,2,2010-12-22 14:41:00,0.0,,United Kingdom 235 | 539856,85099B,JUMBO BAG RED RETROSPOT,1,2010-12-22 14:41:00,0.0,,United Kingdom 236 | 539856,22685,FRENCH BLUE METAL DOOR SIGN 0,2,2010-12-22 14:41:00,0.0,,United Kingdom 237 | 539856,22684,FRENCH BLUE METAL DOOR SIGN 9,1,2010-12-22 14:41:00,0.0,,United Kingdom 238 | 539856,22686,FRENCH BLUE METAL DOOR SIGN No,2,2010-12-22 14:41:00,0.0,,United Kingdom 239 | 539856,22682,FRENCH BLUE METAL DOOR SIGN 7,3,2010-12-22 14:41:00,0.0,,United Kingdom 240 | 539856,22683,FRENCH BLUE METAL DOOR SIGN 8,2,2010-12-22 14:41:00,0.0,,United Kingdom 241 | 539856,22681,FRENCH BLUE METAL DOOR SIGN 6,1,2010-12-22 14:41:00,0.0,,United Kingdom 242 | 539856,22679,FRENCH BLUE METAL DOOR SIGN 4,2,2010-12-22 14:41:00,0.0,,United Kingdom 243 | 539856,22678,FRENCH BLUE METAL DOOR SIGN 3,2,2010-12-22 14:41:00,0.0,,United Kingdom 244 | 539856,22680,FRENCH BLUE METAL DOOR SIGN 5,1,2010-12-22 14:41:00,0.0,,United Kingdom 245 | 539856,22677,FRENCH BLUE METAL DOOR SIGN 2,6,2010-12-22 14:41:00,0.0,,United Kingdom 246 | 539856,22676,FRENCH BLUE METAL DOOR SIGN 1,5,2010-12-22 14:41:00,0.0,,United Kingdom 247 | 539856,22666,RECIPE BOX PANTRY YELLOW DESIGN,7,2010-12-22 14:41:00,0.0,,United Kingdom 248 | 539856,22665,RECIPE BOX BLUE SKETCHBOOK DESIGN,2,2010-12-22 14:41:00,0.0,,United Kingdom 249 | 539856,22650,CERAMIC PIRATE CHEST MONEY BANK,1,2010-12-22 14:41:00,0.0,,United Kingdom 250 | 539856,22647,CERAMIC LOVE HEART MONEY BANK,1,2010-12-22 14:41:00,0.0,,United Kingdom 251 | 539856,22626,BLACK KITCHEN SCALES,3,2010-12-22 14:41:00,0.0,,United Kingdom 252 | 539856,22625,RED KITCHEN SCALES,7,2010-12-22 14:41:00,0.0,,United Kingdom 253 | 539856,22624,IVORY KITCHEN SCALES,3,2010-12-22 14:41:00,0.0,,United Kingdom 254 | 539856,22619,SET OF 6 SOLDIER SKITTLES,1,2010-12-22 14:41:00,0.0,,United Kingdom 255 | 539856,22526,WHEELBARROW FOR CHILDREN ,1,2010-12-22 14:41:00,0.0,,United Kingdom 256 | 539856,22525,CHILDRENS GARDEN GLOVES PINK,3,2010-12-22 14:41:00,0.0,,United Kingdom 257 | 539856,22524,CHILDRENS GARDEN GLOVES BLUE,1,2010-12-22 14:41:00,0.0,,United Kingdom 258 | 539856,22518,CHILDS GARDEN BRUSH BLUE,1,2010-12-22 14:41:00,0.0,,United Kingdom 259 | 539856,22514,CHILDS GARDEN SPADE BLUE,1,2010-12-22 14:41:00,0.0,,United Kingdom 260 | 539856,22512,DOORSTOP RACING CAR DESIGN,1,2010-12-22 14:41:00,0.0,,United Kingdom 261 | 539856,22475,SKULL DESIGN TV DINNER TRAY,5,2010-12-22 14:41:00,0.0,,United Kingdom 262 | 539856,22431,WATERING CAN BLUE ELEPHANT,1,2010-12-22 14:41:00,0.0,,United Kingdom 263 | 539856,22428,ENAMEL FIRE BUCKET CREAM,4,2010-12-22 14:41:00,0.0,,United Kingdom 264 | 539856,22426,ENAMEL WASH BOWL CREAM,2,2010-12-22 14:41:00,0.0,,United Kingdom 265 | 539856,22374,AIRLINE BAG VINTAGE JET SET RED,3,2010-12-22 14:41:00,0.0,,United Kingdom 266 | 539856,22375,AIRLINE BAG VINTAGE JET SET BROWN,3,2010-12-22 14:41:00,0.0,,United Kingdom 267 | 539856,22372,AIRLINE BAG VINTAGE WORLD CHAMPION ,1,2010-12-22 14:41:00,0.0,,United Kingdom 268 | 539856,22371,AIRLINE BAG VINTAGE TOKYO 78,3,2010-12-22 14:41:00,0.0,,United Kingdom 269 | 539856,22367,CHILDRENS APRON SPACEBOY DESIGN,2,2010-12-22 14:41:00,0.0,,United Kingdom 270 | 539856,22361,GLASS JAR DAISY FRESH COTTON WOOL,2,2010-12-22 14:41:00,0.0,,United Kingdom 271 | 539856,22360,GLASS JAR ENGLISH CONFECTIONERY,1,2010-12-22 14:41:00,0.0,,United Kingdom 272 | 539856,22357,KINGS CHOICE BISCUIT TIN,7,2010-12-22 14:41:00,0.0,,United Kingdom 273 | 539856,22350,ILLUSTRATED CAT BOWL ,1,2010-12-22 14:41:00,0.0,,United Kingdom 274 | 539856,22327,ROUND SNACK BOXES SET OF 4 SKULLS,1,2010-12-22 14:41:00,0.0,,United Kingdom 275 | 539856,22072,RED RETROSPOT TEA CUP AND SAUCER ,1,2010-12-22 14:41:00,0.0,,United Kingdom 276 | 539856,21912,VINTAGE SNAKES & LADDERS,1,2010-12-22 14:41:00,0.0,,United Kingdom 277 | 539856,21791,VINTAGE HEADS AND TAILS CARD GAME ,1,2010-12-22 14:41:00,0.0,,United Kingdom 278 | 539856,22550,HOLIDAY FUN LUDO,1,2010-12-22 14:41:00,0.0,,United Kingdom 279 | 539856,21888,BINGO SET,2,2010-12-22 14:41:00,0.0,,United Kingdom 280 | 539856,21539,RED RETROSPOT BUTTER DISH,3,2010-12-22 14:41:00,0.0,,United Kingdom 281 | 539856,21258,VICTORIAN SEWING BOX LARGE,3,2010-12-22 14:41:00,0.0,,United Kingdom 282 | 539856,21116,OWL DOORSTOP,1,2010-12-22 14:41:00,0.0,,United Kingdom 283 | 539856,20719,WOODLAND CHARLOTTE BAG,1,2010-12-22 14:41:00,0.0,,United Kingdom 284 | C539857,47567B,TEA TIME KITCHEN APRON,-1,2010-12-22 15:13:00,4.65,15358.0,United Kingdom 285 | 539858,84029G,KNITTED UNION FLAG HOT WATER BOTTLE,48,2010-12-22 16:19:00,3.39,18092.0,United Kingdom 286 | 539858,22112,CHOCOLATE HOT WATER BOTTLE,48,2010-12-22 16:19:00,4.25,18092.0,United Kingdom 287 | 539858,21479,WHITE SKULL HOT WATER BOTTLE ,72,2010-12-22 16:19:00,3.39,18092.0,United Kingdom 288 | 539859,21192,WHITE BELL HONEYCOMB PAPER ,30,2010-12-22 16:23:00,1.65,17905.0,United Kingdom 289 | 539859,21187,WHITE BELL HONEYCOMB PAPER GARLAND ,10,2010-12-22 16:23:00,1.65,17905.0,United Kingdom 290 | 539859,21194,PINK HONEYCOMB PAPER FAN,15,2010-12-22 16:23:00,2.1,17905.0,United Kingdom 291 | 539859,84800L,LARGE WHITE/PINK ROSE ART FLOWER,20,2010-12-22 16:23:00,2.12,17905.0,United Kingdom 292 | 539859,21191,LARGE WHITE HONEYCOMB PAPER BELL ,25,2010-12-22 16:23:00,2.1,17905.0,United Kingdom 293 | -------------------------------------------------------------------------------- /data/2010-summary.csv: -------------------------------------------------------------------------------- 1 | DEST_COUNTRY_NAME,ORIGIN_COUNTRY_NAME,count 2 | United States,Romania,1 3 | United States,Ireland,264 4 | United States,India,69 5 | Egypt,United States,24 6 | Equatorial Guinea,United States,1 7 | United States,Singapore,25 8 | United States,Grenada,54 9 | Costa Rica,United States,477 10 | Senegal,United States,29 11 | United States,Marshall Islands,44 12 | Guyana,United States,17 13 | United States,Sint Maarten,53 14 | Malta,United States,1 15 | Bolivia,United States,46 16 | Anguilla,United States,21 17 | Turks and Caicos Islands,United States,136 18 | United States,Afghanistan,2 19 | Saint Vincent and the Grenadines,United States,1 20 | Italy,United States,390 21 | United States,Russia,156 22 | United States,Federated States of Micronesia,48 23 | Pakistan,United States,9 24 | United States,Netherlands,570 25 | Iceland,United States,118 26 | Marshall Islands,United States,77 27 | Luxembourg,United States,91 28 | Honduras,United States,391 29 | The Bahamas,United States,903 30 | El Salvador,United States,519 31 | United States,Senegal,46 32 | Samoa,United States,28 33 | United States,Angola,18 34 | Kazakhstan,United States,3 35 | Switzerland,United States,315 36 | United States,Anguilla,20 37 | Sint Maarten,United States,61 38 | Hong Kong,United States,252 39 | Trinidad and Tobago,United States,187 40 | Latvia,United States,12 41 | United States,Ecuador,345 42 | Slovakia,United States,1 43 | Suriname,United States,12 44 | Mexico,United States,6200 45 | United States,Cyprus,1 46 | Ecuador,United States,272 47 | United States,Bosnia and Herzegovina,1 48 | United States,Portugal,104 49 | United States,Costa Rica,501 50 | United States,Guatemala,333 51 | United States,Suriname,13 52 | Colombia,United States,785 53 | United States,Cape Verde,18 54 | United States,Jamaica,757 55 | United States,Malaysia,3 56 | Norway,United States,29 57 | United States,Morocco,16 58 | Thailand,United States,16 59 | Venezuela,United States,377 60 | United States,Palau,30 61 | United States,Samoa,28 62 | United States,Algeria,1 63 | United States,Venezuela,341 64 | Panama,United States,355 65 | United States,Finland,20 66 | United States,Chile,176 67 | Morocco,United States,16 68 | United States,Greece,61 69 | Antigua and Barbuda,United States,123 70 | Azerbaijan,United States,1 71 | United States,The Bahamas,959 72 | New Zealand,United States,86 73 | Liberia,United States,1 74 | United States,Hong Kong,293 75 | Hungary,United States,14 76 | United States,China,505 77 | United States,Vietnam,1 78 | Sweden,United States,65 79 | United States,Kuwait,25 80 | United States,Dominican Republic,1150 81 | United States,Egypt,25 82 | Israel,United States,117 83 | United States,United States,348113 84 | United States,Luxembourg,90 85 | Ethiopia,United States,12 86 | United States,Poland,61 87 | Martinique,United States,23 88 | Saint Barthelemy,United States,28 89 | United States,Saint Barthelemy,29 90 | United States,Turkey,87 91 | Barbados,United States,130 92 | United States,Estonia,1 93 | United States,Azerbaijan,1 94 | Germany,United States,1392 95 | Kyrgyzstan,United States,2 96 | United States,South Korea,621 97 | United States,El Salvador,464 98 | Ireland,United States,231 99 | United States,Hungary,15 100 | United States,Serbia,1 101 | Malaysia,United States,1 102 | United States,Panama,363 103 | United States,Ethiopia,12 104 | United States,Aruba,349 105 | United States,Thailand,13 106 | United States,Netherlands Antilles,289 107 | United States,Turks and Caicos Islands,147 108 | Cyprus,United States,2 109 | United States,Pakistan,15 110 | United States,Honduras,393 111 | Qatar,United States,41 112 | Fiji,United States,53 113 | Saint Kitts and Nevis,United States,113 114 | Taiwan,United States,275 115 | Haiti,United States,238 116 | Kuwait,United States,26 117 | Canada,United States,8271 118 | Federated States of Micronesia,United States,46 119 | United States,Liberia,1 120 | Jamaica,United States,733 121 | United States,Malta,2 122 | Dominican Republic,United States,1109 123 | Japan,United States,1383 124 | United States,Saint Vincent and the Grenadines,16 125 | United States,Guadeloupe,33 126 | Finland,United States,24 127 | United States,Ukraine,17 128 | United States,France,776 129 | United States,Norway,36 130 | Aruba,United States,359 131 | French Guiana,United States,4 132 | United States,Kiribati,18 133 | India,United States,66 134 | British Virgin Islands,United States,49 135 | United States,Germany,1406 136 | Brazil,United States,995 137 | United States,New Zealand,71 138 | French Polynesia,United States,38 139 | United Arab Emirates,United States,165 140 | Singapore,United States,25 141 | United States,Mexico,6220 142 | Netherlands,United States,586 143 | United States,Sweden,73 144 | United States,Gabon,1 145 | United States,Martinique,20 146 | United States,United Arab Emirates,156 147 | United States,Bulgaria,2 148 | China,United States,448 149 | Denmark,United States,98 150 | United States,Philippines,116 151 | United States,Nicaragua,181 152 | United States,Belgium,355 153 | Peru,United States,212 154 | Argentina,United States,184 155 | Cayman Islands,United States,247 156 | South Africa,United States,25 157 | United States,Iceland,129 158 | United States,Argentina,159 159 | Spain,United States,422 160 | Netherlands Antilles,United States,286 161 | Bermuda,United States,183 162 | United States,Austria,34 163 | United States,Nigeria,18 164 | United States,"Bonaire, Sint Eustatius, and Saba",16 165 | Kiribati,United States,17 166 | Saudi Arabia,United States,42 167 | Czech Republic,United States,21 168 | Belgium,United States,408 169 | United States,Israel,122 170 | United States,Bahrain,1 171 | United States,Saint Lucia,121 172 | Afghanistan,United States,11 173 | United States,British Virgin Islands,47 174 | Curacao,United States,20 175 | Georgia,United States,2 176 | United States,Guyana,20 177 | United States,Denmark,107 178 | Philippines,United States,132 179 | Grenada,United States,65 180 | Cape Verde,United States,18 181 | Ukraine,United States,19 182 | United States,Papua New Guinea,1 183 | United States,Saudi Arabia,54 184 | Russia,United States,152 185 | Guatemala,United States,386 186 | Saint Lucia,United States,116 187 | Paraguay,United States,90 188 | United States,Curacao,14 189 | United States,Taiwan,252 190 | United States,South Africa,15 191 | Turkey,United States,75 192 | United Kingdom,United States,1629 193 | United States,Greenland,2 194 | United States,Spain,442 195 | Cuba,United States,243 196 | United States,Italy,433 197 | United States,Switzerland,334 198 | Dominica,United States,28 199 | United States,Japan,1307 200 | Portugal,United States,102 201 | United States,Brazil,578 202 | Bahrain,United States,30 203 | United States,Peru,284 204 | Vietnam,United States,1 205 | United States,United Kingdom,1503 206 | United States,Belize,118 207 | Belize,United States,121 208 | United States,Ghana,28 209 | United States,Indonesia,1 210 | United States,Fiji,51 211 | United States,Canada,8305 212 | United States,French Polynesia,38 213 | United States,Antigua and Barbuda,121 214 | United States,Burkina Faso,1 215 | Nicaragua,United States,178 216 | United States,Latvia,13 217 | United States,Dominica,32 218 | United States,Czech Republic,22 219 | United States,Australia,216 220 | Austria,United States,36 221 | United States,Cook Islands,12 222 | Jordan,United States,50 223 | Palau,United States,31 224 | Uganda,United States,2 225 | United States,Cameroon,1 226 | South Korea,United States,683 227 | Angola,United States,14 228 | Ghana,United States,27 229 | Guadeloupe,United States,40 230 | France,United States,774 231 | United States,Kyrgyzstan,12 232 | Poland,United States,62 233 | Nigeria,United States,16 234 | United States,Uruguay,24 235 | Greenland,United States,2 236 | Chile,United States,166 237 | United States,Bermuda,180 238 | United States,Cuba,235 239 | United States,Colombia,832 240 | United States,Qatar,40 241 | United States,Barbados,119 242 | Australia,United States,290 243 | United States,Jordan,51 244 | United States,Cayman Islands,251 245 | United States,Trinidad and Tobago,200 246 | United States,Bolivia,39 247 | United States,Slovakia,1 248 | Uruguay,United States,54 249 | Cook Islands,United States,13 250 | United States,Saint Kitts and Nevis,127 251 | Bulgaria,United States,1 252 | United States,French Guiana,1 253 | United States,Haiti,226 254 | United States,Uganda,1 255 | "Bonaire, Sint Eustatius, and Saba",United States,16 256 | Greece,United States,50 257 | -------------------------------------------------------------------------------- /data/2011-02-06.csv: -------------------------------------------------------------------------------- 1 | InvoiceNo,StockCode,Description,Quantity,InvoiceDate,UnitPrice,CustomerID,Country 2 | 543272,82494L,WOODEN FRAME ANTIQUE WHITE ,6,2011-02-06 11:11:00,2.95,14810.0,United Kingdom 3 | 543272,82482,WOODEN PICTURE FRAME WHITE FINISH,2,2011-02-06 11:11:00,2.55,14810.0,United Kingdom 4 | 543272,22662,LUNCH BAG DOLLY GIRL DESIGN,3,2011-02-06 11:11:00,1.65,14810.0,United Kingdom 5 | 543272,22555,PLASTERS IN TIN STRONGMAN,1,2011-02-06 11:11:00,1.65,14810.0,United Kingdom 6 | 543272,22551,PLASTERS IN TIN SPACEBOY,3,2011-02-06 11:11:00,1.65,14810.0,United Kingdom 7 | 543272,22554,PLASTERS IN TIN WOODLAND ANIMALS,2,2011-02-06 11:11:00,1.65,14810.0,United Kingdom 8 | 543272,22630,DOLLY GIRL LUNCH BOX,2,2011-02-06 11:11:00,1.95,14810.0,United Kingdom 9 | 543272,22629,SPACEBOY LUNCH BOX ,2,2011-02-06 11:11:00,1.95,14810.0,United Kingdom 10 | 543272,22727,ALARM CLOCK BAKELIKE RED ,2,2011-02-06 11:11:00,3.75,14810.0,United Kingdom 11 | 543272,22726,ALARM CLOCK BAKELIKE GREEN,2,2011-02-06 11:11:00,3.75,14810.0,United Kingdom 12 | 543272,22663,JUMBO BAG DOLLY GIRL DESIGN,5,2011-02-06 11:11:00,1.95,14810.0,United Kingdom 13 | 543272,22385,JUMBO BAG SPACEBOY DESIGN,5,2011-02-06 11:11:00,1.95,14810.0,United Kingdom 14 | 543272,22411,JUMBO SHOPPER VINTAGE RED PAISLEY,10,2011-02-06 11:11:00,1.95,14810.0,United Kingdom 15 | 543272,21929,JUMBO BAG PINK VINTAGE PAISLEY,10,2011-02-06 11:11:00,1.95,14810.0,United Kingdom 16 | 543272,85123A,WHITE HANGING HEART T-LIGHT HOLDER,2,2011-02-06 11:11:00,2.95,14810.0,United Kingdom 17 | 543272,22804,CANDLEHOLDER PINK HANGING HEART,4,2011-02-06 11:11:00,2.95,14810.0,United Kingdom 18 | 543273,21907,I'M ON HOLIDAY METAL SIGN,1,2011-02-06 11:29:00,2.1,16456.0,United Kingdom 19 | 543273,21165,BEWARE OF THE CAT METAL SIGN ,1,2011-02-06 11:29:00,1.69,16456.0,United Kingdom 20 | 543273,85150,LADIES & GENTLEMEN METAL SIGN,1,2011-02-06 11:29:00,2.55,16456.0,United Kingdom 21 | 543273,21175,GIN + TONIC DIET METAL SIGN,1,2011-02-06 11:29:00,2.55,16456.0,United Kingdom 22 | 543273,21166,COOK WITH WINE METAL SIGN ,1,2011-02-06 11:29:00,2.08,16456.0,United Kingdom 23 | 543273,21174,POTTERING IN THE SHED METAL SIGN,1,2011-02-06 11:29:00,2.08,16456.0,United Kingdom 24 | 543273,22117,METAL SIGN HER DINNER IS SERVED ,1,2011-02-06 11:29:00,2.95,16456.0,United Kingdom 25 | 543273,21164,HOME SWEET HOME METAL SIGN ,1,2011-02-06 11:29:00,2.95,16456.0,United Kingdom 26 | 543273,85099B,JUMBO BAG RED RETROSPOT,30,2011-02-06 11:29:00,1.95,16456.0,United Kingdom 27 | 543273,22663,JUMBO BAG DOLLY GIRL DESIGN,10,2011-02-06 11:29:00,1.95,16456.0,United Kingdom 28 | 543273,22386,JUMBO BAG PINK POLKADOT,20,2011-02-06 11:29:00,1.95,16456.0,United Kingdom 29 | 543273,21931,JUMBO STORAGE BAG SUKI,20,2011-02-06 11:29:00,1.95,16456.0,United Kingdom 30 | 543273,20713,JUMBO BAG OWLS,20,2011-02-06 11:29:00,1.95,16456.0,United Kingdom 31 | 543273,21929,JUMBO BAG PINK VINTAGE PAISLEY,10,2011-02-06 11:29:00,1.95,16456.0,United Kingdom 32 | 543273,21928,JUMBO BAG SCANDINAVIAN PAISLEY,10,2011-02-06 11:29:00,1.95,16456.0,United Kingdom 33 | 543273,85099C,JUMBO BAG BAROQUE BLACK WHITE,20,2011-02-06 11:29:00,1.95,16456.0,United Kingdom 34 | 543273,21930,JUMBO STORAGE BAG SKULLS,10,2011-02-06 11:29:00,1.95,16456.0,United Kingdom 35 | 543273,85099F,JUMBO BAG STRAWBERRY,20,2011-02-06 11:29:00,1.95,16456.0,United Kingdom 36 | 543273,47420,ASSORTED COLOUR SUCTION CUP HOOK,1,2011-02-06 11:29:00,0.19,16456.0,United Kingdom 37 | 543273,47420,ASSORTED COLOUR SUCTION CUP HOOK,2,2011-02-06 11:29:00,0.19,16456.0,United Kingdom 38 | 543273,47420,ASSORTED COLOUR SUCTION CUP HOOK,1,2011-02-06 11:29:00,0.19,16456.0,United Kingdom 39 | 543273,22720,SET OF 3 CAKE TINS PANTRY DESIGN ,1,2011-02-06 11:29:00,4.95,16456.0,United Kingdom 40 | 543273,21559,STRAWBERRY LUNCH BOX WITH CUTLERY,1,2011-02-06 11:29:00,2.55,16456.0,United Kingdom 41 | 543273,21558,SKULL LUNCH BOX WITH CUTLERY ,1,2011-02-06 11:29:00,2.55,16456.0,United Kingdom 42 | 543273,22353,LUNCH BOX WITH CUTLERY FAIRY CAKES ,1,2011-02-06 11:29:00,2.55,16456.0,United Kingdom 43 | 543273,22969,HOMEMADE JAM SCENTED CANDLES,12,2011-02-06 11:29:00,1.45,16456.0,United Kingdom 44 | 543273,85062,PEARL CRYSTAL PUMPKIN T-LIGHT HLDR,6,2011-02-06 11:29:00,1.65,16456.0,United Kingdom 45 | 543273,22178,VICTORIAN GLASS HANGING T-LIGHT,6,2011-02-06 11:29:00,1.25,16456.0,United Kingdom 46 | 543273,21279,VINTAGE KITCHEN PRINT FRUITS,2,2011-02-06 11:29:00,2.55,16456.0,United Kingdom 47 | 543273,21609,SET 12 LAVENDER BOTANICAL T-LIGHTS,2,2011-02-06 11:29:00,2.95,16456.0,United Kingdom 48 | 543273,21124,SET/10 BLUE POLKADOT PARTY CANDLES,4,2011-02-06 11:29:00,1.25,16456.0,United Kingdom 49 | 543273,21122,SET/10 PINK POLKADOT PARTY CANDLES,4,2011-02-06 11:29:00,1.25,16456.0,United Kingdom 50 | 543273,21121,SET/10 RED POLKADOT PARTY CANDLES,5,2011-02-06 11:29:00,1.25,16456.0,United Kingdom 51 | 543273,21868,POTTING SHED TEA MUG,1,2011-02-06 11:29:00,1.25,16456.0,United Kingdom 52 | 543273,84879,ASSORTED COLOUR BIRD ORNAMENT,3,2011-02-06 11:29:00,1.69,16456.0,United Kingdom 53 | 543273,37370,RETRO COFFEE MUGS ASSORTED,1,2011-02-06 11:29:00,1.25,16456.0,United Kingdom 54 | 543273,21900,"KEY FOB , SHED",1,2011-02-06 11:29:00,0.65,16456.0,United Kingdom 55 | 543273,21899,"KEY FOB , GARAGE DESIGN",1,2011-02-06 11:29:00,0.65,16456.0,United Kingdom 56 | 543273,85231G,ORANGE SCENTED SET/9 T-LIGHTS,3,2011-02-06 11:29:00,0.85,16456.0,United Kingdom 57 | 543273,85231B,CINAMMON SET OF 9 T-LIGHTS,2,2011-02-06 11:29:00,0.85,16456.0,United Kingdom 58 | 543273,22212,FOUR HOOK WHITE LOVEBIRDS,2,2011-02-06 11:29:00,2.1,16456.0,United Kingdom 59 | 543273,22488,NATURAL SLATE RECTANGLE CHALKBOARD,1,2011-02-06 11:29:00,1.65,16456.0,United Kingdom 60 | 543273,82613D,METAL SIGN CUPCAKE SINGLE HOOK,1,2011-02-06 11:29:00,1.25,16456.0,United Kingdom 61 | 543273,82613B,"METAL SIGN,CUPCAKE SINGLE HOOK",1,2011-02-06 11:29:00,1.25,16456.0,United Kingdom 62 | 543273,82580,BATHROOM METAL SIGN,2,2011-02-06 11:29:00,0.55,16456.0,United Kingdom 63 | 543273,22948,METAL DECORATION NAUGHTY CHILDREN ,1,2011-02-06 11:29:00,0.85,16456.0,United Kingdom 64 | 543274,22384,LUNCH BAG PINK POLKADOT,1,2011-02-06 12:48:00,1.65,17392.0,United Kingdom 65 | 543274,21499,BLUE POLKADOT WRAP,25,2011-02-06 12:48:00,0.42,17392.0,United Kingdom 66 | 543274,79164,BLACK WINE GLASS,2,2011-02-06 12:48:00,1.65,17392.0,United Kingdom 67 | 543274,79163,BLACK CHAMPAGNE GLASS,4,2011-02-06 12:48:00,1.65,17392.0,United Kingdom 68 | 543274,22161,HEART DECORATION RUSTIC HANGING ,2,2011-02-06 12:48:00,0.65,17392.0,United Kingdom 69 | 543274,22784,LANTERN CREAM GAZEBO ,2,2011-02-06 12:48:00,4.95,17392.0,United Kingdom 70 | 543274,21500,PINK POLKADOT WRAP ,25,2011-02-06 12:48:00,0.42,17392.0,United Kingdom 71 | 543274,84520B,PACK 20 ENGLISH ROSE PAPER NAPKINS,5,2011-02-06 12:48:00,0.85,17392.0,United Kingdom 72 | 543274,72351B,SET/6 PINK BUTTERFLY T-LIGHTS,5,2011-02-06 12:48:00,2.1,17392.0,United Kingdom 73 | 543274,20829,GLITTER HANGING BUTTERFLY STRING,16,2011-02-06 12:48:00,2.1,17392.0,United Kingdom 74 | 543274,22222,CAKE PLATE LOVEBIRD WHITE,1,2011-02-06 12:48:00,4.95,17392.0,United Kingdom 75 | 543274,71053,WHITE METAL LANTERN,5,2011-02-06 12:48:00,3.75,17392.0,United Kingdom 76 | 543274,47566,PARTY BUNTING,6,2011-02-06 12:48:00,4.95,17392.0,United Kingdom 77 | 543275,21623,VINTAGE UNION JACK MEMOBOARD,1,2011-02-06 12:49:00,9.95,13584.0,United Kingdom 78 | 543275,22505,MEMO BOARD COTTAGE DESIGN,1,2011-02-06 12:49:00,4.95,13584.0,United Kingdom 79 | 543275,22149,FELTCRAFT 6 FLOWER FRIENDS,1,2011-02-06 12:49:00,2.1,13584.0,United Kingdom 80 | 543275,22150,3 STRIPEY MICE FELTCRAFT,1,2011-02-06 12:49:00,1.95,13584.0,United Kingdom 81 | 543275,21731,RED TOADSTOOL LED NIGHT LIGHT,2,2011-02-06 12:49:00,1.65,13584.0,United Kingdom 82 | 543275,21124,SET/10 BLUE POLKADOT PARTY CANDLES,1,2011-02-06 12:49:00,1.25,13584.0,United Kingdom 83 | 543275,21122,SET/10 PINK POLKADOT PARTY CANDLES,1,2011-02-06 12:49:00,1.25,13584.0,United Kingdom 84 | 543275,21929,JUMBO BAG PINK VINTAGE PAISLEY,1,2011-02-06 12:49:00,1.95,13584.0,United Kingdom 85 | 543275,22411,JUMBO SHOPPER VINTAGE RED PAISLEY,1,2011-02-06 12:49:00,1.95,13584.0,United Kingdom 86 | 543275,22508,DOORSTOP RETROSPOT HEART,1,2011-02-06 12:49:00,3.75,13584.0,United Kingdom 87 | 543275,22431,WATERING CAN BLUE ELEPHANT,1,2011-02-06 12:49:00,1.95,13584.0,United Kingdom 88 | 543275,20981,12 PENCILS TALL TUBE WOODLAND,1,2011-02-06 12:49:00,0.85,13584.0,United Kingdom 89 | 543275,21843,RED RETROSPOT CAKE STAND,1,2011-02-06 12:49:00,10.95,13584.0,United Kingdom 90 | 543275,21069,VINTAGE BILLBOARD TEA MUG,6,2011-02-06 12:49:00,1.25,13584.0,United Kingdom 91 | 543275,20719,WOODLAND CHARLOTTE BAG,2,2011-02-06 12:49:00,0.85,13584.0,United Kingdom 92 | 543275,21411,GINGHAM HEART DOORSTOP RED,1,2011-02-06 12:49:00,4.25,13584.0,United Kingdom 93 | 543275,22167, OVAL WALL MIRROR DIAMANTE ,1,2011-02-06 12:49:00,9.95,13584.0,United Kingdom 94 | 543275,22274,FELTCRAFT DOLL EMILY,2,2011-02-06 12:49:00,2.95,13584.0,United Kingdom 95 | 543275,22432,WATERING CAN PINK BUNNY,1,2011-02-06 12:49:00,1.95,13584.0,United Kingdom 96 | 543275,22433,WATERING CAN GREEN DINOSAUR,1,2011-02-06 12:49:00,1.95,13584.0,United Kingdom 97 | 543275,47590A,BLUE HAPPY BIRTHDAY BUNTING,5,2011-02-06 12:49:00,5.45,13584.0,United Kingdom 98 | 543275,90010E,AMBER GLASS/SILVER BRACELET,1,2011-02-06 12:49:00,8.95,13584.0,United Kingdom 99 | 543275,90184B,AMETHYST CHUNKY BEAD BRACELET W STR,1,2011-02-06 12:49:00,8.95,13584.0,United Kingdom 100 | 543275,90184C,BLACK CHUNKY BEAD BRACELET W STRAP,2,2011-02-06 12:49:00,8.95,13584.0,United Kingdom 101 | 543276,22791,T-LIGHT GLASS FLUTED ANTIQUE,72,2011-02-06 13:57:00,1.06,16525.0,United Kingdom 102 | 543276,21326,AGED GLASS SILVER T-LIGHT HOLDER,144,2011-02-06 13:57:00,0.55,16525.0,United Kingdom 103 | 543276,22721,SET OF 3 CAKE TINS SKETCHBOOK,24,2011-02-06 13:57:00,4.25,16525.0,United Kingdom 104 | 543276,22863,SOAP DISH BROCANTE,48,2011-02-06 13:57:00,2.55,16525.0,United Kingdom 105 | 543276,22796,PHOTO FRAME 3 CLASSIC HANGING,12,2011-02-06 13:57:00,8.5,16525.0,United Kingdom 106 | 543276,22767,TRIPLE PHOTO FRAME CORNICE ,16,2011-02-06 13:57:00,8.5,16525.0,United Kingdom 107 | 543276,22173,METAL 4 HOOK HANGER FRENCH CHATEAU,32,2011-02-06 13:57:00,2.55,16525.0,United Kingdom 108 | 543276,22507,MEMO BOARD RETROSPOT DESIGN,16,2011-02-06 13:57:00,4.25,16525.0,United Kingdom 109 | 543276,82483,WOOD 2 DRAWER CABINET WHITE FINISH,16,2011-02-06 13:57:00,5.95,16525.0,United Kingdom 110 | 543276,85123A,WHITE HANGING HEART T-LIGHT HOLDER,32,2011-02-06 13:57:00,2.55,16525.0,United Kingdom 111 | 543276,82482,WOODEN PICTURE FRAME WHITE FINISH,6,2011-02-06 13:57:00,2.55,16525.0,United Kingdom 112 | 543276,84947,ANTIQUE SILVER TEA GLASS ENGRAVED,12,2011-02-06 13:57:00,1.25,16525.0,United Kingdom 113 | 543277,22692,DOORMAT WELCOME TO OUR HOME,1,2011-02-06 14:33:00,7.95,15808.0,United Kingdom 114 | 543277,48138,DOORMAT UNION FLAG,2,2011-02-06 14:33:00,7.95,15808.0,United Kingdom 115 | 543277,48194,DOORMAT HEARTS,2,2011-02-06 14:33:00,7.95,15808.0,United Kingdom 116 | 543277,21657,MILK BOTTLE WITH GLASS STOPPER ,2,2011-02-06 14:33:00,6.95,15808.0,United Kingdom 117 | 543277,84050,PINK HEART SHAPE EGG FRYING PAN,4,2011-02-06 14:33:00,1.65,15808.0,United Kingdom 118 | 543277,22425,ENAMEL COLANDER CREAM,2,2011-02-06 14:33:00,4.95,15808.0,United Kingdom 119 | 543277,22957,SET 3 PAPER VINTAGE CHICK PAPER EGG,1,2011-02-06 14:33:00,2.95,15808.0,United Kingdom 120 | 543277,20751,FUNKY WASHING UP GLOVES ASSORTED,4,2011-02-06 14:33:00,2.1,15808.0,United Kingdom 121 | 543277,20754,RETROSPOT RED WASHING UP GLOVES,3,2011-02-06 14:33:00,2.1,15808.0,United Kingdom 122 | 543277,21034,REX CASH+CARRY JUMBO SHOPPER,2,2011-02-06 14:33:00,0.95,15808.0,United Kingdom 123 | 543277,20752,BLUE POLKADOT WASHING UP GLOVES,2,2011-02-06 14:33:00,2.1,15808.0,United Kingdom 124 | 543277,22429,ENAMEL MEASURING JUG CREAM,2,2011-02-06 14:33:00,4.25,15808.0,United Kingdom 125 | 543277,85099B,JUMBO BAG RED RETROSPOT,20,2011-02-06 14:33:00,1.95,15808.0,United Kingdom 126 | 543277,85099C,JUMBO BAG BAROQUE BLACK WHITE,10,2011-02-06 14:33:00,1.95,15808.0,United Kingdom 127 | 543277,22191,IVORY DINER WALL CLOCK,1,2011-02-06 14:33:00,8.5,15808.0,United Kingdom 128 | 543277,22427,ENAMEL FLOWER JUG CREAM,2,2011-02-06 14:33:00,5.95,15808.0,United Kingdom 129 | 543277,22666,RECIPE BOX PANTRY YELLOW DESIGN,2,2011-02-06 14:33:00,2.95,15808.0,United Kingdom 130 | 543277,22667,RECIPE BOX RETROSPOT ,2,2011-02-06 14:33:00,2.95,15808.0,United Kingdom 131 | 543277,22720,SET OF 3 CAKE TINS PANTRY DESIGN ,2,2011-02-06 14:33:00,4.95,15808.0,United Kingdom 132 | 543277,21622,VINTAGE UNION JACK CUSHION COVER,3,2011-02-06 14:33:00,4.95,15808.0,United Kingdom 133 | 543277,21621,VINTAGE UNION JACK BUNTING,5,2011-02-06 14:33:00,8.5,15808.0,United Kingdom 134 | 543277,47566,PARTY BUNTING,12,2011-02-06 14:33:00,4.95,15808.0,United Kingdom 135 | 543277,21034,REX CASH+CARRY JUMBO SHOPPER,1,2011-02-06 14:33:00,0.95,15808.0,United Kingdom 136 | 543277,22727,ALARM CLOCK BAKELIKE RED ,2,2011-02-06 14:33:00,3.75,15808.0,United Kingdom 137 | 543277,22722,SET OF 6 SPICE TINS PANTRY DESIGN,2,2011-02-06 14:33:00,3.95,15808.0,United Kingdom 138 | 543277,22726,ALARM CLOCK BAKELIKE GREEN,4,2011-02-06 14:33:00,3.75,15808.0,United Kingdom 139 | 543277,22728,ALARM CLOCK BAKELIKE PINK,4,2011-02-06 14:33:00,3.75,15808.0,United Kingdom 140 | 543277,22558,CLOTHES PEGS RETROSPOT PACK 24 ,5,2011-02-06 14:33:00,1.49,15808.0,United Kingdom 141 | 543277,21584,RETROSPOT SMALL TUBE MATCHES,2,2011-02-06 14:33:00,1.65,15808.0,United Kingdom 142 | 543277,46000M,POLYESTER FILLER PAD 45x45cm,3,2011-02-06 14:33:00,1.55,15808.0,United Kingdom 143 | 543277,22627,MINT KITCHEN SCALES,2,2011-02-06 14:33:00,8.5,15808.0,United Kingdom 144 | 543277,22626,BLACK KITCHEN SCALES,1,2011-02-06 14:33:00,8.5,15808.0,United Kingdom 145 | 543277,22625,RED KITCHEN SCALES,1,2011-02-06 14:33:00,8.5,15808.0,United Kingdom 146 | 543277,21717,EASTER TIN BUCKET,4,2011-02-06 14:33:00,2.55,15808.0,United Kingdom 147 | 543277,22957,SET 3 PAPER VINTAGE CHICK PAPER EGG,5,2011-02-06 14:33:00,2.95,15808.0,United Kingdom 148 | 543277,22989,SET 2 PANTRY DESIGN TEA TOWELS,4,2011-02-06 14:33:00,3.25,15808.0,United Kingdom 149 | 543277,22990,COTTON APRON PANTRY DESIGN,4,2011-02-06 14:33:00,4.95,15808.0,United Kingdom 150 | 543277,21122,SET/10 PINK POLKADOT PARTY CANDLES,2,2011-02-06 14:33:00,1.25,15808.0,United Kingdom 151 | 543277,21533,RETROSPOT LARGE MILK JUG,1,2011-02-06 14:33:00,4.95,15808.0,United Kingdom 152 | 543277,22961,JAM MAKING SET PRINTED,6,2011-02-06 14:33:00,1.45,15808.0,United Kingdom 153 | 543277,21034,REX CASH+CARRY JUMBO SHOPPER,2,2011-02-06 14:33:00,0.95,15808.0,United Kingdom 154 | 543277,22699,ROSES REGENCY TEACUP AND SAUCER ,4,2011-02-06 14:33:00,2.95,15808.0,United Kingdom 155 | 543277,22697,GREEN REGENCY TEACUP AND SAUCER,4,2011-02-06 14:33:00,2.95,15808.0,United Kingdom 156 | 543277,22698,PINK REGENCY TEACUP AND SAUCER,6,2011-02-06 14:33:00,2.95,15808.0,United Kingdom 157 | 543277,22960,JAM MAKING SET WITH JARS,4,2011-02-06 14:33:00,4.25,15808.0,United Kingdom 158 | 543277,22358,KINGS CHOICE TEA CADDY ,4,2011-02-06 14:33:00,2.95,15808.0,United Kingdom 159 | 543277,47559B,TEA TIME OVEN GLOVE,6,2011-02-06 14:33:00,1.25,15808.0,United Kingdom 160 | 543277,22423,REGENCY CAKESTAND 3 TIER,3,2011-02-06 14:33:00,12.75,15808.0,United Kingdom 161 | 543277,21533,RETROSPOT LARGE MILK JUG,1,2011-02-06 14:33:00,4.95,15808.0,United Kingdom 162 | 543277,21868,POTTING SHED TEA MUG,6,2011-02-06 14:33:00,1.25,15808.0,United Kingdom 163 | 543277,21876,POTTERING MUG,6,2011-02-06 14:33:00,1.25,15808.0,United Kingdom 164 | 543277,37370,RETRO COFFEE MUGS ASSORTED,24,2011-02-06 14:33:00,1.25,15808.0,United Kingdom 165 | 543277,21034,REX CASH+CARRY JUMBO SHOPPER,1,2011-02-06 14:33:00,0.95,15808.0,United Kingdom 166 | 543277,21874,GIN AND TONIC MUG,6,2011-02-06 14:33:00,1.25,15808.0,United Kingdom 167 | 543277,21876,POTTERING MUG,6,2011-02-06 14:33:00,1.25,15808.0,United Kingdom 168 | 543277,21872,GLAMOROUS MUG,6,2011-02-06 14:33:00,1.25,15808.0,United Kingdom 169 | 543277,21877,HOME SWEET HOME MUG,6,2011-02-06 14:33:00,1.25,15808.0,United Kingdom 170 | 543277,21875,KINGS CHOICE MUG,6,2011-02-06 14:33:00,1.25,15808.0,United Kingdom 171 | 543277,20685,DOORMAT RED RETROSPOT,2,2011-02-06 14:33:00,7.95,15808.0,United Kingdom 172 | 543277,21955,DOORMAT UNION JACK GUNS AND ROSES,2,2011-02-06 14:33:00,7.95,15808.0,United Kingdom 173 | 543277,48185,DOORMAT FAIRY CAKE,3,2011-02-06 14:33:00,7.95,15808.0,United Kingdom 174 | 543278,20724,RED RETROSPOT CHARLOTTE BAG,100,2011-02-06 14:43:00,0.72,16745.0,United Kingdom 175 | 543278,22383,LUNCH BAG SUKI DESIGN ,20,2011-02-06 14:43:00,1.65,16745.0,United Kingdom 176 | 543278,22356,CHARLOTTE BAG PINK POLKADOT,10,2011-02-06 14:43:00,0.85,16745.0,United Kingdom 177 | 543278,21977,PACK OF 60 PINK PAISLEY CAKE CASES,24,2011-02-06 14:43:00,0.55,16745.0,United Kingdom 178 | 543278,84992,72 SWEETHEART FAIRY CAKE CASES,48,2011-02-06 14:43:00,0.55,16745.0,United Kingdom 179 | 543278,22961,JAM MAKING SET PRINTED,3,2011-02-06 14:43:00,1.45,16745.0,United Kingdom 180 | 543278,22557,PLASTERS IN TIN VINTAGE PAISLEY ,1,2011-02-06 14:43:00,1.65,16745.0,United Kingdom 181 | 543278,84991,60 TEATIME FAIRY CAKE CASES,4,2011-02-06 14:43:00,0.55,16745.0,United Kingdom 182 | 543278,21975,PACK OF 60 DINOSAUR CAKE CASES,4,2011-02-06 14:43:00,0.55,16745.0,United Kingdom 183 | 543278,84568,GIRLS ALPHABET IRON ON PATCHES ,96,2011-02-06 14:43:00,0.21,16745.0,United Kingdom 184 | 543278,84598,BOYS ALPHABET IRON ON PATCHES,96,2011-02-06 14:43:00,0.21,16745.0,United Kingdom 185 | 543279,84988,SET OF 72 PINK HEART PAPER DOILIES,4,2011-02-06 14:46:00,1.45,17105.0,United Kingdom 186 | 543279,17038,PORCELAIN BUDAH INCENSE HOLDER,100,2011-02-06 14:46:00,0.1,17105.0,United Kingdom 187 | 543279,21390,FILIGRIS HEART WITH BUTTERFLY,8,2011-02-06 14:46:00,1.25,17105.0,United Kingdom 188 | 543279,22227,HANGING HEART MIRROR DECORATION ,20,2011-02-06 14:46:00,0.65,17105.0,United Kingdom 189 | 543279,18007,ESSENTIAL BALM 3.5g TIN IN ENVELOPE,14,2011-02-06 14:46:00,0.18,17105.0,United Kingdom 190 | 543279,85150,LADIES & GENTLEMEN METAL SIGN,4,2011-02-06 14:46:00,2.55,17105.0,United Kingdom 191 | 543279,21179,NO JUNK MAIL METAL SIGN,4,2011-02-06 14:46:00,1.25,17105.0,United Kingdom 192 | 543279,82580,BATHROOM METAL SIGN,6,2011-02-06 14:46:00,0.55,17105.0,United Kingdom 193 | 543279,82578,KITCHEN METAL SIGN,4,2011-02-06 14:46:00,0.55,17105.0,United Kingdom 194 | 543279,82581,TOILET METAL SIGN,6,2011-02-06 14:46:00,0.55,17105.0,United Kingdom 195 | 543279,21726,MULTI HEARTS STICKERS,11,2011-02-06 14:46:00,0.85,17105.0,United Kingdom 196 | 543279,79160,HEART SHAPE WIRELESS DOORBELL,2,2011-02-06 14:46:00,2.1,17105.0,United Kingdom 197 | 543279,84992,72 SWEETHEART FAIRY CAKE CASES,12,2011-02-06 14:46:00,0.55,17105.0,United Kingdom 198 | 543279,22639,SET OF 4 NAPKIN CHARMS HEARTS,6,2011-02-06 14:46:00,2.55,17105.0,United Kingdom 199 | 543279,85184C,S/4 VALENTINE DECOUPAGE HEART BOX,2,2011-02-06 14:46:00,2.95,17105.0,United Kingdom 200 | 543279,22151,PLACE SETTING WHITE HEART,24,2011-02-06 14:46:00,0.42,17105.0,United Kingdom 201 | 543279,21985,PACK OF 12 HEARTS DESIGN TISSUES ,24,2011-02-06 14:46:00,0.29,17105.0,United Kingdom 202 | 543279,21677,HEARTS STICKERS,12,2011-02-06 14:46:00,0.85,17105.0,United Kingdom 203 | 543279,21679,SKULLS STICKERS,6,2011-02-06 14:46:00,0.85,17105.0,United Kingdom 204 | 543279,21755,LOVE BUILDING BLOCK WORD,2,2011-02-06 14:46:00,5.95,17105.0,United Kingdom 205 | 543279,21355,TOAST ITS - I LOVE YOU ,8,2011-02-06 14:46:00,1.25,17105.0,United Kingdom 206 | 543279,84378,SET OF 3 HEART COOKIE CUTTERS,6,2011-02-06 14:46:00,1.25,17105.0,United Kingdom 207 | 543279,48194,DOORMAT HEARTS,2,2011-02-06 14:46:00,7.95,17105.0,United Kingdom 208 | 543279,48173C,DOORMAT BLACK FLOCK ,2,2011-02-06 14:46:00,7.95,17105.0,United Kingdom 209 | 543279,21955,DOORMAT UNION JACK GUNS AND ROSES,2,2011-02-06 14:46:00,7.95,17105.0,United Kingdom 210 | 543279,48187,DOORMAT NEW ENGLAND,2,2011-02-06 14:46:00,7.95,17105.0,United Kingdom 211 | 543279,22079,RIBBON REEL HEARTS DESIGN ,5,2011-02-06 14:46:00,1.65,17105.0,United Kingdom 212 | 543279,84050,PINK HEART SHAPE EGG FRYING PAN,4,2011-02-06 14:46:00,1.65,17105.0,United Kingdom 213 | 543279,21935,SUKI SHOULDER BAG,10,2011-02-06 14:46:00,1.65,17105.0,United Kingdom 214 | 543279,85099B,JUMBO BAG RED RETROSPOT,4,2011-02-06 14:46:00,1.95,17105.0,United Kingdom 215 | 543279,20718,RED RETROSPOT SHOPPER BAG,10,2011-02-06 14:46:00,1.25,17105.0,United Kingdom 216 | 543279,20724,RED RETROSPOT CHARLOTTE BAG,10,2011-02-06 14:46:00,0.85,17105.0,United Kingdom 217 | 543279,20707,CRAZY DAISY HEART DECORATION,6,2011-02-06 14:46:00,1.25,17105.0,United Kingdom 218 | 543279,79190D,RETRO PLASTIC DAISY TRAY,6,2011-02-06 14:46:00,0.42,17105.0,United Kingdom 219 | 543279,79190B,RETRO PLASTIC POLKA TRAY,6,2011-02-06 14:46:00,0.42,17105.0,United Kingdom 220 | 543279,22191,IVORY DINER WALL CLOCK,1,2011-02-06 14:46:00,8.5,17105.0,United Kingdom 221 | 543279,22055,MINI CAKE STAND HANGING STRAWBERY,2,2011-02-06 14:46:00,1.65,17105.0,United Kingdom 222 | 543279,37446,MINI CAKE STAND WITH HANGING CAKES,2,2011-02-06 14:46:00,1.45,17105.0,United Kingdom 223 | 543280,22178,VICTORIAN GLASS HANGING T-LIGHT,6,2011-02-06 14:56:00,1.25,14438.0,United Kingdom 224 | 543280,22464,HANGING METAL HEART LANTERN,6,2011-02-06 14:56:00,1.65,14438.0,United Kingdom 225 | 543280,21929,JUMBO BAG PINK VINTAGE PAISLEY,10,2011-02-06 14:56:00,1.95,14438.0,United Kingdom 226 | 543280,21928,JUMBO BAG SCANDINAVIAN PAISLEY,10,2011-02-06 14:56:00,1.95,14438.0,United Kingdom 227 | 543280,22386,JUMBO BAG PINK POLKADOT,10,2011-02-06 14:56:00,1.95,14438.0,United Kingdom 228 | 543280,85099B,JUMBO BAG RED RETROSPOT,10,2011-02-06 14:56:00,1.95,14438.0,United Kingdom 229 | 543280,22385,JUMBO BAG SPACEBOY DESIGN,10,2011-02-06 14:56:00,1.95,14438.0,United Kingdom 230 | 543280,22356,CHARLOTTE BAG PINK POLKADOT,10,2011-02-06 14:56:00,0.85,14438.0,United Kingdom 231 | 543280,20724,RED RETROSPOT CHARLOTTE BAG,10,2011-02-06 14:56:00,0.85,14438.0,United Kingdom 232 | 543281,84988,SET OF 72 PINK HEART PAPER DOILIES,1,2011-02-06 15:34:00,1.45,14606.0,United Kingdom 233 | 543281,21115,ROSE CARAVAN DOORSTOP,1,2011-02-06 15:34:00,6.75,14606.0,United Kingdom 234 | 543281,84992,72 SWEETHEART FAIRY CAKE CASES,3,2011-02-06 15:34:00,0.55,14606.0,United Kingdom 235 | 543281,85078,SCANDINAVIAN 3 HEARTS NAPKIN RING,8,2011-02-06 15:34:00,0.65,14606.0,United Kingdom 236 | 543281,85170B,SET/6 BLACK BIRD T-LIGHT CANDLES,1,2011-02-06 15:34:00,2.1,14606.0,United Kingdom 237 | 543281,85170D,SET/6 PINK BIRD T-LIGHT CANDLES,1,2011-02-06 15:34:00,2.1,14606.0,United Kingdom 238 | 543281,84375,SET OF 20 KIDS COOKIE CUTTERS,1,2011-02-06 15:34:00,2.1,14606.0,United Kingdom 239 | 543281,21683,MEDIUM MEDINA STAMPED METAL BOWL ,1,2011-02-06 15:34:00,2.95,14606.0,United Kingdom 240 | 543281,84992,72 SWEETHEART FAIRY CAKE CASES,2,2011-02-06 15:34:00,0.55,14606.0,United Kingdom 241 | 543281,21746,SMALL RED RETROSPOT WINDMILL,1,2011-02-06 15:34:00,1.25,14606.0,United Kingdom 242 | 543281,22062,CERAMIC BOWL WITH LOVE HEART DESIGN,1,2011-02-06 15:34:00,2.95,14606.0,United Kingdom 243 | 543281,22432,WATERING CAN PINK BUNNY,1,2011-02-06 15:34:00,1.95,14606.0,United Kingdom 244 | 543281,22432,WATERING CAN PINK BUNNY,1,2011-02-06 15:34:00,1.95,14606.0,United Kingdom 245 | 543281,20679,EDWARDIAN PARASOL RED,1,2011-02-06 15:34:00,5.95,14606.0,United Kingdom 246 | 543281,21464,DISCO BALL ROTATOR BATTERY OPERATED,1,2011-02-06 15:34:00,4.25,14606.0,United Kingdom 247 | 543281,37447,CERAMIC CAKE DESIGN SPOTTED PLATE,3,2011-02-06 15:34:00,1.49,14606.0,United Kingdom 248 | 543281,48173C,DOORMAT BLACK FLOCK ,1,2011-02-06 15:34:00,7.95,14606.0,United Kingdom 249 | 543281,21463,MIRRORED DISCO BALL ,1,2011-02-06 15:34:00,5.95,14606.0,United Kingdom 250 | 543281,21616,4 PEAR BOTANICAL DINNER CANDLES,1,2011-02-06 15:34:00,3.75,14606.0,United Kingdom 251 | 543281,22277,COSMETIC BAG VINTAGE ROSE PAISLEY,1,2011-02-06 15:34:00,2.1,14606.0,United Kingdom 252 | 543281,21891,TRADITIONAL WOODEN SKIPPING ROPE,1,2011-02-06 15:34:00,1.25,14606.0,United Kingdom 253 | 543281,20615,BLUE POLKADOT PASSPORT COVER,1,2011-02-06 15:34:00,2.1,14606.0,United Kingdom 254 | 543281,21747,SMALL SKULL WINDMILL,1,2011-02-06 15:34:00,1.25,14606.0,United Kingdom 255 | 543281,90214R,"LETTER ""R"" BLING KEY RING",1,2011-02-06 15:34:00,1.25,14606.0,United Kingdom 256 | 543281,90214K,"LETTER ""K"" BLING KEY RING",1,2011-02-06 15:34:00,1.25,14606.0,United Kingdom 257 | 543281,21398,RED POLKADOT COFFEE MUG,1,2011-02-06 15:34:00,2.1,14606.0,United Kingdom 258 | 543281,21399,BLUE POLKADOT COFFEE MUG,1,2011-02-06 15:34:00,2.1,14606.0,United Kingdom 259 | 543281,84378,SET OF 3 HEART COOKIE CUTTERS,5,2011-02-06 15:34:00,1.25,14606.0,United Kingdom 260 | 543281,20749,ASSORTED COLOUR MINI CASES,1,2011-02-06 15:34:00,7.95,14606.0,United Kingdom 261 | 543281,85231G,ORANGE SCENTED SET/9 T-LIGHTS,1,2011-02-06 15:34:00,0.85,14606.0,United Kingdom 262 | 543282,22178,VICTORIAN GLASS HANGING T-LIGHT,3,2011-02-06 16:08:00,1.25,12956.0,United Kingdom 263 | 543282,22957,SET 3 PAPER VINTAGE CHICK PAPER EGG,1,2011-02-06 16:08:00,2.95,12956.0,United Kingdom 264 | 543282,22427,ENAMEL FLOWER JUG CREAM,1,2011-02-06 16:08:00,5.95,12956.0,United Kingdom 265 | 543282,84279B,CHERRY BLOSSOM DECORATIVE FLASK,1,2011-02-06 16:08:00,3.75,12956.0,United Kingdom 266 | 543282,85123A,WHITE HANGING HEART T-LIGHT HOLDER,1,2011-02-06 16:08:00,2.95,12956.0,United Kingdom 267 | 543282,22469,HEART OF WICKER SMALL,3,2011-02-06 16:08:00,1.65,12956.0,United Kingdom 268 | 543282,22495,SET OF 2 ROUND TINS CAMEMBERT ,1,2011-02-06 16:08:00,2.95,12956.0,United Kingdom 269 | 543282,22456,NATURAL SLATE CHALKBOARD LARGE ,1,2011-02-06 16:08:00,4.95,12956.0,United Kingdom 270 | 543282,84406B,CREAM CUPID HEARTS COAT HANGER,1,2011-02-06 16:08:00,4.15,12956.0,United Kingdom 271 | 543282,22488,NATURAL SLATE RECTANGLE CHALKBOARD,3,2011-02-06 16:08:00,1.65,12956.0,United Kingdom 272 | 543282,22457,NATURAL SLATE HEART CHALKBOARD ,2,2011-02-06 16:08:00,2.95,12956.0,United Kingdom 273 | 543282,47566,PARTY BUNTING,1,2011-02-06 16:08:00,4.95,12956.0,United Kingdom 274 | 543282,21773,DECORATIVE ROSE BATHROOM BOTTLE,2,2011-02-06 16:08:00,1.25,12956.0,United Kingdom 275 | 543282,22722,SET OF 6 SPICE TINS PANTRY DESIGN,1,2011-02-06 16:08:00,3.95,12956.0,United Kingdom 276 | 543282,22849,BREAD BIN DINER STYLE MINT,1,2011-02-06 16:08:00,16.95,12956.0,United Kingdom 277 | 543282,84879,ASSORTED COLOUR BIRD ORNAMENT,8,2011-02-06 16:08:00,1.69,12956.0,United Kingdom 278 | 543282,84659A,WHITE TRAVEL ALARM CLOCK,1,2011-02-06 16:08:00,2.55,12956.0,United Kingdom 279 | 543282,82484,WOOD BLACK BOARD ANT WHITE FINISH,1,2011-02-06 16:08:00,7.95,12956.0,United Kingdom 280 | 543282,22168,ORGANISER WOOD ANTIQUE WHITE ,1,2011-02-06 16:08:00,8.5,12956.0,United Kingdom 281 | -------------------------------------------------------------------------------- /data/2011-summary.csv: -------------------------------------------------------------------------------- 1 | DEST_COUNTRY_NAME,ORIGIN_COUNTRY_NAME,count 2 | United States,Saint Martin,2 3 | United States,Guinea,2 4 | United States,Croatia,1 5 | United States,Romania,3 6 | United States,Ireland,268 7 | Egypt,United States,13 8 | United States,India,76 9 | United States,Singapore,24 10 | United States,Grenada,59 11 | Costa Rica,United States,494 12 | Senegal,United States,29 13 | Guyana,United States,26 14 | United States,Marshall Islands,49 15 | United States,Sint Maarten,223 16 | Malta,United States,1 17 | Bolivia,United States,61 18 | Anguilla,United States,21 19 | United States,Paraguay,3 20 | United States,Gibraltar,1 21 | Turks and Caicos Islands,United States,163 22 | United States,Afghanistan,3 23 | Saint Vincent and the Grenadines,United States,6 24 | Italy,United States,428 25 | United States,Russia,153 26 | United States,Federated States of Micronesia,54 27 | Pakistan,United States,12 28 | Iceland,United States,113 29 | United States,Netherlands,622 30 | Marshall Islands,United States,81 31 | Luxembourg,United States,120 32 | Honduras,United States,386 33 | The Bahamas,United States,811 34 | El Salvador,United States,495 35 | United States,Senegal,33 36 | Samoa,United States,25 37 | United States,Angola,12 38 | Switzerland,United States,314 39 | United States,Anguilla,20 40 | Sint Maarten,United States,240 41 | Hong Kong,United States,282 42 | Trinidad and Tobago,United States,205 43 | Latvia,United States,12 44 | Yemen,United States,1 45 | United States,Ecuador,351 46 | Suriname,United States,11 47 | Mexico,United States,5953 48 | United States,Cyprus,1 49 | Ecuador,United States,280 50 | United States,Portugal,109 51 | United States,Guatemala,340 52 | United States,Costa Rica,526 53 | United States,Suriname,20 54 | Colombia,United States,707 55 | United States,Cape Verde,19 56 | United States,Jamaica,695 57 | Norway,United States,25 58 | United States,Malaysia,1 59 | The Gambia,United States,1 60 | United States,Morocco,17 61 | Thailand,United States,12 62 | United States,Palau,41 63 | Venezuela,United States,373 64 | United States,Samoa,25 65 | United States,Algeria,1 66 | Panama,United States,397 67 | United States,Venezuela,352 68 | Guinea,United States,5 69 | Antigua and Barbuda,United States,146 70 | United States,Finland,32 71 | United States,Chile,182 72 | United States,Greece,45 73 | Morocco,United States,19 74 | United States,The Bahamas,888 75 | United States,Brunei,1 76 | New Zealand,United States,96 77 | United States,Hong Kong,317 78 | Hungary,United States,13 79 | United States,China,605 80 | Sweden,United States,59 81 | United States,Kuwait,27 82 | United States,Dominican Republic,1100 83 | United States,Egypt,15 84 | Israel,United States,121 85 | United States,United States,352742 86 | United States,Luxembourg,170 87 | Ethiopia,United States,12 88 | United States,Poland,42 89 | Martinique,United States,20 90 | Saint Barthelemy,United States,38 91 | United States,Saint Barthelemy,39 92 | Barbados,United States,129 93 | United States,Turkey,99 94 | United States,Azerbaijan,3 95 | Germany,United States,1423 96 | United States,South Korea,661 97 | United States,El Salvador,443 98 | Ireland,United States,250 99 | United States,Hungary,17 100 | Malaysia,United States,2 101 | United States,Panama,380 102 | United States,Ethiopia,12 103 | United States,Thailand,14 104 | United States,Aruba,332 105 | United States,Turks and Caicos Islands,177 106 | Croatia,United States,2 107 | United States,Pakistan,24 108 | United States,Honduras,388 109 | Qatar,United States,48 110 | Fiji,United States,49 111 | Saint Kitts and Nevis,United States,105 112 | Taiwan,United States,248 113 | Haiti,United States,188 114 | Kuwait,United States,27 115 | Canada,United States,8514 116 | Belarus,United States,1 117 | Federated States of Micronesia,United States,48 118 | Jamaica,United States,675 119 | United States,Malta,3 120 | Dominican Republic,United States,1020 121 | Japan,United States,1532 122 | United States,Lithuania,1 123 | United States,Saint Vincent and the Grenadines,17 124 | Finland,United States,33 125 | United States,Ukraine,15 126 | United States,Guadeloupe,31 127 | United States,France,914 128 | Aruba,United States,347 129 | French Guiana,United States,14 130 | United States,Norway,33 131 | United States,Kiribati,28 132 | India,United States,73 133 | British Virgin Islands,United States,73 134 | United States,Germany,1480 135 | Brazil,United States,969 136 | United States,New Zealand,77 137 | French Polynesia,United States,36 138 | United Arab Emirates,United States,157 139 | Singapore,United States,27 140 | United States,Mexico,6000 141 | Netherlands,United States,635 142 | United States,Sweden,68 143 | United States,Martinique,20 144 | United States,United Arab Emirates,142 145 | China,United States,504 146 | United States,Philippines,109 147 | United States,Nicaragua,173 148 | Denmark,United States,95 149 | United States,Georgia,1 150 | United States,Belgium,369 151 | Libya,United States,1 152 | Argentina,United States,183 153 | Peru,United States,246 154 | Cayman Islands,United States,251 155 | South Africa,United States,24 156 | United States,Argentina,152 157 | United States,Iceland,138 158 | Spain,United States,445 159 | Bermuda,United States,191 160 | United States,Austria,34 161 | United States,Nigeria,26 162 | United States,"Bonaire, Sint Eustatius, and Saba",49 163 | Kiribati,United States,28 164 | Czech Republic,United States,23 165 | Saudi Arabia,United States,83 166 | Macau,United States,2 167 | Belgium,United States,376 168 | United States,Israel,126 169 | United States,Saint Lucia,102 170 | United States,Bahrain,2 171 | United States,British Virgin Islands,65 172 | Afghanistan,United States,8 173 | Curacao,United States,106 174 | Georgia,United States,1 175 | United States,Guyana,29 176 | Philippines,United States,127 177 | United States,Denmark,103 178 | Grenada,United States,67 179 | Cape Verde,United States,13 180 | Ukraine,United States,15 181 | United States,Papua New Guinea,1 182 | Russia,United States,199 183 | United States,Saudi Arabia,77 184 | Guatemala,United States,407 185 | Saint Lucia,United States,102 186 | Paraguay,United States,85 187 | United States,Curacao,97 188 | United States,Taiwan,231 189 | United States,South Africa,21 190 | Togo,United States,1 191 | Turkey,United States,104 192 | United Kingdom,United States,1726 193 | Romania,United States,4 194 | United States,Greenland,2 195 | United States,Spain,472 196 | Cuba,United States,320 197 | United States,Italy,447 198 | United States,Switzerland,319 199 | Dominica,United States,25 200 | United States,Japan,1412 201 | Portugal,United States,95 202 | United States,Brazil,575 203 | Bahrain,United States,40 204 | United States,Peru,288 205 | Vietnam,United States,1 206 | United States,United Kingdom,1649 207 | United States,Belize,112 208 | Belize,United States,113 209 | United States,Ghana,39 210 | Mauritania,United States,1 211 | Saint Martin,United States,1 212 | United States,Indonesia,1 213 | United States,Fiji,48 214 | United States,Mauritania,1 215 | United States,Canada,8650 216 | United States,Antigua and Barbuda,152 217 | United States,French Polynesia,36 218 | Nicaragua,United States,180 219 | Namibia,United States,1 220 | United States,Latvia,12 221 | United States,Dominica,29 222 | United States,Czech Republic,25 223 | United States,Australia,231 224 | United States,Cook Islands,12 225 | Austria,United States,34 226 | Palau,United States,41 227 | Jordan,United States,42 228 | South Korea,United States,713 229 | Ghana,United States,39 230 | Angola,United States,13 231 | Guadeloupe,United States,33 232 | France,United States,876 233 | Nigeria,United States,31 234 | Poland,United States,39 235 | United States,Uruguay,27 236 | Greenland,United States,1 237 | Chile,United States,178 238 | United States,Bermuda,196 239 | Lebanon,United States,1 240 | United States,Cuba,326 241 | United States,Colombia,777 242 | United States,Barbados,125 243 | United States,Qatar,48 244 | Australia,United States,280 245 | United States,Cayman Islands,262 246 | United States,Jordan,45 247 | United States,Bolivia,51 248 | United States,Trinidad and Tobago,213 249 | Uruguay,United States,50 250 | Cook Islands,United States,12 251 | United States,Saint Kitts and Nevis,120 252 | Bulgaria,United States,4 253 | United States,French Guiana,11 254 | United States,Haiti,197 255 | "Bonaire, Sint Eustatius, and Saba",United States,50 256 | Greece,United States,38 257 | -------------------------------------------------------------------------------- /data/2012-summary.csv: -------------------------------------------------------------------------------- 1 | DEST_COUNTRY_NAME,ORIGIN_COUNTRY_NAME,count 2 | United States,Croatia,1 3 | United States,Ireland,252 4 | Egypt,United States,13 5 | United States,India,62 6 | United States,Singapore,25 7 | United States,Grenada,46 8 | Costa Rica,United States,522 9 | Senegal,United States,31 10 | Guyana,United States,65 11 | United States,Marshall Islands,30 12 | United States,Sint Maarten,245 13 | Bolivia,United States,35 14 | Anguilla,United States,19 15 | United States,Paraguay,5 16 | United States,Afghanistan,5 17 | Turks and Caicos Islands,United States,183 18 | Saint Vincent and the Grenadines,United States,6 19 | Italy,United States,381 20 | Pakistan,United States,12 21 | United States,Russia,148 22 | United States,Federated States of Micronesia,63 23 | United States,Netherlands,607 24 | Iceland,United States,137 25 | Marshall Islands,United States,60 26 | United States,Togo,1 27 | Luxembourg,United States,111 28 | Honduras,United States,413 29 | The Bahamas,United States,975 30 | El Salvador,United States,539 31 | United States,Senegal,33 32 | United States,Solomon Islands,1 33 | United States,Angola,12 34 | Samoa,United States,25 35 | Kazakhstan,United States,1 36 | Switzerland,United States,285 37 | United States,Anguilla,19 38 | Sint Maarten,United States,243 39 | Hong Kong,United States,296 40 | Trinidad and Tobago,United States,216 41 | Latvia,United States,13 42 | United States,Ecuador,321 43 | Suriname,United States,14 44 | Mexico,United States,5983 45 | Ecuador,United States,239 46 | United States,Portugal,111 47 | United States,Costa Rica,555 48 | United States,Guatemala,345 49 | United States,Suriname,26 50 | Colombia,United States,759 51 | United States,The Gambia,1 52 | United States,Cape Verde,18 53 | United States,Jamaica,610 54 | Norway,United States,31 55 | The Gambia,United States,2 56 | United States,Morocco,16 57 | Thailand,United States,6 58 | Venezuela,United States,389 59 | United States,Samoa,25 60 | United States,Palau,35 61 | United States,Venezuela,360 62 | Panama,United States,394 63 | United States,Chile,201 64 | United States,Finland,21 65 | Antigua and Barbuda,United States,145 66 | Morocco,United States,15 67 | United States,Greece,21 68 | United States,The Bahamas,1054 69 | New Zealand,United States,92 70 | United States,Hong Kong,331 71 | Hungary,United States,2 72 | United States,Tunisia,1 73 | United States,China,610 74 | Sweden,United States,50 75 | United States,Kuwait,28 76 | United States,Dominican Republic,1123 77 | United States,Egypt,12 78 | Israel,United States,117 79 | United States,United States,347452 80 | United States,Luxembourg,123 81 | Ethiopia,United States,12 82 | United States,Poland,40 83 | Martinique,United States,17 84 | United States,Saint Barthelemy,49 85 | Saint Barthelemy,United States,49 86 | Barbados,United States,121 87 | United States,Azerbaijan,1 88 | United States,Turkey,89 89 | Germany,United States,1404 90 | Kyrgyzstan,United States,1 91 | United States,South Korea,703 92 | United States,El Salvador,465 93 | Ireland,United States,255 94 | United States,Panama,393 95 | United States,Ethiopia,12 96 | United States,Thailand,6 97 | United States,Aruba,332 98 | United States,Turks and Caicos Islands,183 99 | Croatia,United States,1 100 | United States,Pakistan,16 101 | United States,Honduras,372 102 | Qatar,United States,56 103 | Fiji,United States,28 104 | Saint Kitts and Nevis,United States,109 105 | Taiwan,United States,229 106 | Haiti,United States,224 107 | Kuwait,United States,26 108 | Canada,United States,8034 109 | Belarus,United States,1 110 | Federated States of Micronesia,United States,54 111 | Jamaica,United States,617 112 | Dominican Republic,United States,1078 113 | Japan,United States,1538 114 | United States,Saint Vincent and the Grenadines,11 115 | Finland,United States,22 116 | United States,Ukraine,13 117 | United States,Guadeloupe,34 118 | United States,France,840 119 | United States,Norway,33 120 | Aruba,United States,349 121 | French Guiana,United States,8 122 | United States,Kiribati,26 123 | India,United States,61 124 | British Virgin Islands,United States,83 125 | Brazil,United States,979 126 | United States,Germany,1413 127 | United States,New Zealand,65 128 | United States,Cambodia,1 129 | French Polynesia,United States,39 130 | United Arab Emirates,United States,188 131 | Singapore,United States,26 132 | United States,Mexico,5974 133 | Netherlands,United States,640 134 | United States,Sweden,54 135 | United States,Martinique,17 136 | United States,United Arab Emirates,176 137 | China,United States,509 138 | United States,Philippines,112 139 | Denmark,United States,83 140 | United States,Nicaragua,183 141 | Oman,United States,1 142 | United States,Belgium,275 143 | Argentina,United States,208 144 | Peru,United States,249 145 | Cayman Islands,United States,258 146 | South Africa,United States,24 147 | United States,Argentina,170 148 | United States,Iceland,150 149 | Cameroon,United States,1 150 | Spain,United States,390 151 | Bermuda,United States,190 152 | United States,Austria,31 153 | United States,Nigeria,44 154 | United States,"Bonaire, Sint Eustatius, and Saba",44 155 | Kiribati,United States,26 156 | Saudi Arabia,United States,72 157 | Czech Republic,United States,15 158 | Macau,United States,1 159 | United States,Bahrain,2 160 | Belgium,United States,352 161 | United States,Israel,117 162 | United States,Saint Lucia,84 163 | Sierra Leone,United States,1 164 | Afghanistan,United States,5 165 | United States,British Virgin Islands,78 166 | Curacao,United States,107 167 | Georgia,United States,2 168 | United States,Guyana,79 169 | Philippines,United States,136 170 | United States,Denmark,82 171 | Grenada,United States,51 172 | Cape Verde,United States,19 173 | Ukraine,United States,14 174 | United States,Papua New Guinea,2 175 | Russia,United States,183 176 | United States,Saudi Arabia,70 177 | Guatemala,United States,413 178 | Saint Lucia,United States,81 179 | Paraguay,United States,85 180 | United States,Curacao,96 181 | United States,Taiwan,214 182 | Tunisia,United States,2 183 | United States,South Africa,29 184 | Turkey,United States,94 185 | United Kingdom,United States,1852 186 | Solomon Islands,United States,2 187 | United States,Greenland,1 188 | United States,Spain,393 189 | United States,Italy,377 190 | Cuba,United States,340 191 | United States,Switzerland,282 192 | Dominica,United States,26 193 | United States,Japan,1451 194 | Portugal,United States,112 195 | Bahrain,United States,65 196 | United States,Brazil,567 197 | United States,Peru,292 198 | Vietnam,United States,2 199 | United States,United Kingdom,1713 200 | United States,Belize,108 201 | Belize,United States,113 202 | United States,Ghana,31 203 | Mauritania,United States,1 204 | United States,Fiji,26 205 | United States,Canada,8097 206 | United States,French Polynesia,38 207 | United States,Antigua and Barbuda,146 208 | Nicaragua,United States,174 209 | United States,Latvia,14 210 | United States,Dominica,25 211 | United States,Czech Republic,13 212 | United States,Australia,211 213 | United States,Cook Islands,12 214 | Austria,United States,34 215 | Jordan,United States,41 216 | Palau,United States,35 217 | United States,Equatorial Guinea,4 218 | South Korea,United States,819 219 | Angola,United States,12 220 | Ghana,United States,30 221 | New Caledonia,United States,1 222 | Guadeloupe,United States,36 223 | France,United States,818 224 | Poland,United States,38 225 | Nigeria,United States,57 226 | United States,Uruguay,17 227 | Greenland,United States,1 228 | Chile,United States,178 229 | United States,Bermuda,194 230 | United States,Cuba,341 231 | United States,Colombia,806 232 | United States,Barbados,109 233 | United States,Qatar,56 234 | Australia,United States,277 235 | United States,Cayman Islands,247 236 | United States,Jordan,43 237 | United States,Trinidad and Tobago,213 238 | United States,Bolivia,21 239 | Uruguay,United States,53 240 | Cook Islands,United States,12 241 | United States,Saint Kitts and Nevis,124 242 | Bulgaria,United States,6 243 | United States,French Guiana,1 244 | United States,Haiti,234 245 | "Bonaire, Sint Eustatius, and Saba",United States,46 246 | Greece,United States,17 247 | -------------------------------------------------------------------------------- /data/2013-summary.csv: -------------------------------------------------------------------------------- 1 | DEST_COUNTRY_NAME,ORIGIN_COUNTRY_NAME,count 2 | United States,Romania,12 3 | United States,Croatia,1 4 | United States,Ireland,266 5 | Egypt,United States,13 6 | United States,India,60 7 | Equatorial Guinea,United States,1 8 | United States,Niger,1 9 | United States,Singapore,22 10 | United States,Grenada,40 11 | Costa Rica,United States,509 12 | Senegal,United States,28 13 | Guyana,United States,34 14 | United States,Sint Maarten,260 15 | United States,Marshall Islands,33 16 | Bolivia,United States,33 17 | Anguilla,United States,22 18 | United States,Paraguay,15 19 | Algeria,United States,2 20 | Turks and Caicos Islands,United States,181 21 | Saint Vincent and the Grenadines,United States,4 22 | Lithuania,United States,1 23 | Pakistan,United States,14 24 | Italy,United States,327 25 | United States,Russia,167 26 | United States,Federated States of Micronesia,62 27 | United States,Netherlands,618 28 | Iceland,United States,146 29 | Marshall Islands,United States,50 30 | Luxembourg,United States,160 31 | Honduras,United States,423 32 | Rwanda,United States,1 33 | The Bahamas,United States,865 34 | El Salvador,United States,551 35 | United States,Senegal,32 36 | Samoa,United States,25 37 | United States,Angola,12 38 | Kazakhstan,United States,2 39 | Switzerland,United States,288 40 | United States,Anguilla,18 41 | United States,Mali,1 42 | Sint Maarten,United States,271 43 | Hong Kong,United States,282 44 | Trinidad and Tobago,United States,183 45 | Latvia,United States,29 46 | United States,Ecuador,307 47 | Suriname,United States,15 48 | Mexico,United States,6372 49 | Ecuador,United States,252 50 | United States,Portugal,126 51 | United States,Costa Rica,549 52 | United States,Guatemala,331 53 | United States,Suriname,21 54 | Colombia,United States,798 55 | United States,Cape Verde,15 56 | Norway,United States,48 57 | United States,Jamaica,599 58 | United States,Malaysia,1 59 | United States,Morocco,16 60 | Thailand,United States,2 61 | Burundi,United States,1 62 | Venezuela,United States,350 63 | United States,Samoa,25 64 | United States,Palau,35 65 | United States,Venezuela,295 66 | Panama,United States,418 67 | United States,Finland,15 68 | Morocco,United States,18 69 | Antigua and Barbuda,United States,123 70 | United States,Chile,171 71 | Azerbaijan,United States,3 72 | United States,Greece,14 73 | United States,The Bahamas,897 74 | New Zealand,United States,114 75 | United States,Hong Kong,344 76 | Hungary,United States,1 77 | United States,China,614 78 | United States,Kuwait,24 79 | Sweden,United States,70 80 | United States,Egypt,12 81 | United States,Dominican Republic,1119 82 | Israel,United States,119 83 | United States,United States,343132 84 | United States,Luxembourg,134 85 | Ethiopia,United States,12 86 | United States,Poland,37 87 | Martinique,United States,26 88 | United States,Zimbabwe,2 89 | United States,Saint Barthelemy,58 90 | Saint Barthelemy,United States,67 91 | United States,Turkey,100 92 | Barbados,United States,97 93 | Germany,United States,1423 94 | Kyrgyzstan,United States,1 95 | United States,South Korea,687 96 | United States,El Salvador,466 97 | Ireland,United States,255 98 | Malaysia,United States,2 99 | United States,Aruba,344 100 | United States,Panama,419 101 | United States,Ethiopia,12 102 | United States,Turks and Caicos Islands,178 103 | United States,Pakistan,12 104 | Cyprus,United States,2 105 | United States,Honduras,392 106 | Fiji,United States,34 107 | Qatar,United States,71 108 | Saint Kitts and Nevis,United States,99 109 | Kuwait,United States,24 110 | Haiti,United States,199 111 | Taiwan,United States,243 112 | Canada,United States,7860 113 | Federated States of Micronesia,United States,53 114 | Jamaica,United States,581 115 | Dominican Republic,United States,1068 116 | Japan,United States,1613 117 | United States,Saint Vincent and the Grenadines,10 118 | Finland,United States,17 119 | United States,Ukraine,4 120 | United States,Guadeloupe,42 121 | United States,France,848 122 | United States,Norway,46 123 | Aruba,United States,352 124 | French Guiana,United States,7 125 | United States,Kiribati,29 126 | Zimbabwe,United States,2 127 | India,United States,61 128 | British Virgin Islands,United States,101 129 | United States,Germany,1402 130 | United States,New Zealand,77 131 | Brazil,United States,912 132 | "Saint Helena, Ascension, and Tristan da Cunha",United States,1 133 | United States,Cambodia,3 134 | French Polynesia,United States,43 135 | United Arab Emirates,United States,202 136 | Singapore,United States,21 137 | Tanzania,United States,2 138 | United States,Mexico,6354 139 | Netherlands,United States,640 140 | United States,Sweden,73 141 | United States,Martinique,24 142 | United States,United Arab Emirates,187 143 | Denmark,United States,104 144 | China,United States,543 145 | United States,Nicaragua,185 146 | United States,Philippines,112 147 | United States,Belgium,193 148 | Nepal,United States,1 149 | Libya,United States,1 150 | Argentina,United States,176 151 | Peru,United States,255 152 | Cayman Islands,United States,274 153 | South Africa,United States,24 154 | United States,Iceland,151 155 | United States,Argentina,140 156 | Spain,United States,370 157 | Bermuda,United States,163 158 | United States,Nigeria,49 159 | United States,Austria,39 160 | United States,"Bonaire, Sint Eustatius, and Saba",54 161 | Kiribati,United States,29 162 | Saudi Arabia,United States,86 163 | Czech Republic,United States,10 164 | Macau,United States,2 165 | Belgium,United States,265 166 | United States,Israel,107 167 | United States,Saint Lucia,92 168 | Sierra Leone,United States,1 169 | United States,Bahrain,1 170 | United States,British Virgin Islands,94 171 | United States,"Saint Helena, Ascension, and Tristan da Cunha",2 172 | Curacao,United States,97 173 | United States,Denmark,106 174 | United States,Guyana,52 175 | Philippines,United States,136 176 | Grenada,United States,42 177 | Cape Verde,United States,21 178 | Ukraine,United States,4 179 | Russia,United States,194 180 | United States,Saudi Arabia,84 181 | Guatemala,United States,376 182 | Saint Lucia,United States,91 183 | Paraguay,United States,75 184 | United States,Curacao,89 185 | United States,Taiwan,235 186 | United States,South Africa,26 187 | Niger,United States,1 188 | Turkey,United States,99 189 | United Kingdom,United States,1802 190 | Romania,United States,14 191 | United States,Greenland,3 192 | Papua New Guinea,United States,2 193 | United States,Spain,377 194 | United States,Italy,333 195 | Cuba,United States,337 196 | United States,Switzerland,285 197 | Dominica,United States,19 198 | Portugal,United States,116 199 | United States,Japan,1476 200 | United States,Brazil,510 201 | Bahrain,United States,50 202 | United States,Peru,300 203 | Indonesia,United States,1 204 | United States,United Kingdom,1711 205 | United States,Belize,127 206 | Belize,United States,137 207 | Kenya,United States,1 208 | United States,Ghana,16 209 | United States,Fiji,30 210 | United States,Canada,7983 211 | United States,French Polynesia,40 212 | United States,Antigua and Barbuda,123 213 | Brunei,United States,1 214 | Nicaragua,United States,178 215 | United States,Latvia,12 216 | United States,Dominica,25 217 | United States,Czech Republic,9 218 | United States,Cook Islands,12 219 | Austria,United States,35 220 | United States,Australia,222 221 | Jordan,United States,74 222 | Palau,United States,35 223 | South Korea,United States,842 224 | Angola,United States,12 225 | Ghana,United States,16 226 | New Caledonia,United States,1 227 | Guadeloupe,United States,41 228 | France,United States,837 229 | Poland,United States,40 230 | Nigeria,United States,58 231 | United States,Uruguay,20 232 | Greenland,United States,1 233 | Chile,United States,147 234 | United States,Bermuda,166 235 | Lebanon,United States,1 236 | United States,Cuba,336 237 | United States,Colombia,811 238 | United States,Qatar,72 239 | United States,Barbados,78 240 | Australia,United States,295 241 | United States,Cayman Islands,274 242 | United States,Jordan,77 243 | United States,Trinidad and Tobago,184 244 | United States,Bolivia,13 245 | Uruguay,United States,57 246 | Cook Islands,United States,12 247 | United States,Saint Kitts and Nevis,115 248 | United States,French Guiana,3 249 | United States,Haiti,186 250 | "Bonaire, Sint Eustatius, and Saba",United States,53 251 | Greece,United States,12 252 | -------------------------------------------------------------------------------- /data/2014-summary.csv: -------------------------------------------------------------------------------- 1 | DEST_COUNTRY_NAME,ORIGIN_COUNTRY_NAME,count 2 | United States,Saint Martin,1 3 | United States,Romania,12 4 | United States,Croatia,2 5 | United States,Ireland,291 6 | United States,India,62 7 | Egypt,United States,11 8 | United States,Grenada,47 9 | Costa Rica,United States,529 10 | Senegal,United States,35 11 | United States,Sint Maarten,290 12 | Guyana,United States,52 13 | United States,Marshall Islands,35 14 | Malta,United States,2 15 | Malawi,United States,1 16 | Bolivia,United States,33 17 | Anguilla,United States,34 18 | Algeria,United States,9 19 | United States,Paraguay,14 20 | Gibraltar,United States,1 21 | Turks and Caicos Islands,United States,193 22 | Saint Vincent and the Grenadines,United States,1 23 | United States,Russia,151 24 | Italy,United States,366 25 | Pakistan,United States,12 26 | United States,Federated States of Micronesia,71 27 | Iceland,United States,150 28 | United States,Netherlands,702 29 | Marshall Islands,United States,46 30 | Luxembourg,United States,161 31 | Honduras,United States,411 32 | The Bahamas,United States,950 33 | El Salvador,United States,572 34 | United States,Senegal,28 35 | Samoa,United States,24 36 | United States,Angola,12 37 | Kazakhstan,United States,1 38 | Switzerland,United States,302 39 | United States,Anguilla,35 40 | Sint Maarten,United States,290 41 | Hong Kong,United States,338 42 | United States,Congo (Brazaville),1 43 | Latvia,United States,40 44 | Trinidad and Tobago,United States,188 45 | United States,Ecuador,326 46 | Slovakia,United States,1 47 | Suriname,United States,10 48 | Mexico,United States,6427 49 | Ecuador,United States,256 50 | United States,Portugal,122 51 | United States,Guatemala,327 52 | United States,Costa Rica,560 53 | United States,Suriname,27 54 | Colombia,United States,872 55 | United States,Cape Verde,16 56 | United States,Jamaica,714 57 | Norway,United States,86 58 | United States,Morocco,15 59 | Venezuela,United States,335 60 | United States,Samoa,25 61 | United States,Palau,38 62 | United States,Venezuela,258 63 | Panama,United States,456 64 | United States,Chile,168 65 | United States,Finland,19 66 | Antigua and Barbuda,United States,115 67 | Morocco,United States,18 68 | United States,Greece,19 69 | Azerbaijan,United States,7 70 | United States,The Bahamas,991 71 | New Zealand,United States,114 72 | Liberia,United States,3 73 | United States,Hong Kong,381 74 | Hungary,United States,2 75 | United States,Tunisia,1 76 | United States,China,767 77 | Burkina Faso,United States,2 78 | Sweden,United States,94 79 | United States,Kuwait,24 80 | United States,Dominican Republic,1282 81 | United States,Egypt,11 82 | Israel,United States,108 83 | United States,United States,358354 84 | United States,Luxembourg,115 85 | Ethiopia,United States,11 86 | United States,Poland,33 87 | Martinique,United States,31 88 | United States,Saint Barthelemy,53 89 | Saint Barthelemy,United States,53 90 | United States,Turkey,92 91 | Barbados,United States,102 92 | United States,Kazakhstan,1 93 | United States,Azerbaijan,5 94 | Germany,United States,1391 95 | United States,South Korea,754 96 | United States,El Salvador,486 97 | Ireland,United States,267 98 | United States,Hungary,1 99 | Malaysia,United States,2 100 | United States,Panama,460 101 | United States,Aruba,348 102 | United States,Ethiopia,11 103 | United States,Turks and Caicos Islands,204 104 | United States,Pakistan,12 105 | United States,Honduras,412 106 | Fiji,United States,25 107 | Qatar,United States,95 108 | Saint Kitts and Nevis,United States,118 109 | Haiti,United States,201 110 | Taiwan,United States,265 111 | Kuwait,United States,24 112 | Canada,United States,7974 113 | Federated States of Micronesia,United States,60 114 | Jamaica,United States,673 115 | United States,Malta,2 116 | Dominican Republic,United States,1230 117 | Japan,United States,1591 118 | United States,Saint Vincent and the Grenadines,3 119 | Finland,United States,18 120 | United States,Ukraine,1 121 | United States,Guadeloupe,47 122 | United States,France,960 123 | Aruba,United States,351 124 | United States,Norway,87 125 | French Guiana,United States,11 126 | United States,Kiribati,27 127 | India,United States,61 128 | British Virgin Islands,United States,108 129 | Brazil,United States,927 130 | United States,Germany,1343 131 | United States,New Zealand,77 132 | United States,Cambodia,1 133 | French Polynesia,United States,39 134 | United Arab Emirates,United States,247 135 | United States,Mexico,6490 136 | Netherlands,United States,773 137 | United States,Sweden,101 138 | United States,Martinique,32 139 | United States,United Arab Emirates,226 140 | United States,Bulgaria,1 141 | Denmark,United States,114 142 | China,United States,653 143 | United States,Nicaragua,170 144 | United States,Philippines,116 145 | United States,Belgium,230 146 | Peru,United States,277 147 | Argentina,United States,195 148 | Cayman Islands,United States,283 149 | South Africa,United States,32 150 | United States,Argentina,153 151 | United States,Iceland,177 152 | Chad,United States,1 153 | Spain,United States,388 154 | Bermuda,United States,185 155 | United States,Nigeria,43 156 | United States,Austria,46 157 | United States,"Bonaire, Sint Eustatius, and Saba",63 158 | Kiribati,United States,26 159 | Saudi Arabia,United States,79 160 | Czech Republic,United States,11 161 | Macau,United States,3 162 | Belgium,United States,259 163 | United States,Israel,112 164 | United States,Saint Lucia,109 165 | United States,British Virgin Islands,101 166 | Curacao,United States,74 167 | United States,Denmark,116 168 | United States,Guyana,55 169 | Philippines,United States,134 170 | Grenada,United States,43 171 | Cape Verde,United States,24 172 | Ukraine,United States,11 173 | Russia,United States,213 174 | United States,Saudi Arabia,74 175 | Guatemala,United States,383 176 | Saint Lucia,United States,107 177 | Paraguay,United States,90 178 | United States,Curacao,77 179 | United States,Taiwan,240 180 | Tunisia,United States,2 181 | United States,South Africa,32 182 | Turkey,United States,91 183 | United Kingdom,United States,1912 184 | Romania,United States,11 185 | United States,Greenland,1 186 | United States,Spain,424 187 | Cuba,United States,417 188 | United States,Italy,385 189 | United States,Switzerland,300 190 | Dominica,United States,25 191 | United States,Japan,1501 192 | Portugal,United States,124 193 | United States,Brazil,578 194 | Bahrain,United States,41 195 | United States,Peru,315 196 | Indonesia,United States,1 197 | United States,United Kingdom,1812 198 | United States,Belize,143 199 | Belize,United States,142 200 | United States,Ghana,15 201 | Mauritania,United States,1 202 | United States,Indonesia,1 203 | United States,Fiji,27 204 | United States,Canada,8177 205 | United States,Antigua and Barbuda,112 206 | United States,French Polynesia,40 207 | Nicaragua,United States,168 208 | United States,Latvia,13 209 | United States,Dominica,36 210 | United States,Czech Republic,11 211 | United States,Cook Islands,12 212 | United States,Australia,235 213 | Austria,United States,47 214 | Jordan,United States,65 215 | Palau,United States,38 216 | South Korea,United States,968 217 | Angola,United States,13 218 | Ghana,United States,13 219 | Guadeloupe,United States,43 220 | France,United States,966 221 | Poland,United States,35 222 | Nigeria,United States,49 223 | United States,Uruguay,18 224 | Greenland,United States,2 225 | Chile,United States,156 226 | United States,Bermuda,190 227 | United States,Cuba,419 228 | United States,Qatar,96 229 | United States,Colombia,888 230 | United States,Barbados,89 231 | Australia,United States,293 232 | United States,Cayman Islands,278 233 | United States,Jordan,64 234 | United States,Trinidad and Tobago,175 235 | United States,Bolivia,14 236 | Uruguay,United States,60 237 | Cook Islands,United States,12 238 | United States,French Guiana,4 239 | United States,Saint Kitts and Nevis,123 240 | United States,Haiti,193 241 | "Bonaire, Sint Eustatius, and Saba",United States,62 242 | Greece,United States,20 243 | -------------------------------------------------------------------------------- /data/2015-summary.csv: -------------------------------------------------------------------------------- 1 | DEST_COUNTRY_NAME,ORIGIN_COUNTRY_NAME,count 2 | United States,Romania,15 3 | United States,Croatia,1 4 | United States,Ireland,344 5 | Egypt,United States,15 6 | United States,India,62 7 | United States,Singapore,1 8 | United States,Grenada,62 9 | Costa Rica,United States,588 10 | Senegal,United States,40 11 | Moldova,United States,1 12 | United States,Sint Maarten,325 13 | United States,Marshall Islands,39 14 | Guyana,United States,64 15 | Malta,United States,1 16 | Anguilla,United States,41 17 | Bolivia,United States,30 18 | United States,Paraguay,6 19 | Algeria,United States,4 20 | Turks and Caicos Islands,United States,230 21 | United States,Gibraltar,1 22 | Saint Vincent and the Grenadines,United States,1 23 | Italy,United States,382 24 | United States,Federated States of Micronesia,69 25 | United States,Russia,161 26 | Pakistan,United States,12 27 | United States,Netherlands,660 28 | Iceland,United States,181 29 | Marshall Islands,United States,42 30 | Luxembourg,United States,155 31 | Honduras,United States,362 32 | The Bahamas,United States,955 33 | United States,Senegal,42 34 | El Salvador,United States,561 35 | Samoa,United States,25 36 | United States,Angola,13 37 | Switzerland,United States,294 38 | United States,Anguilla,38 39 | Sint Maarten,United States,325 40 | Hong Kong,United States,332 41 | Trinidad and Tobago,United States,211 42 | Latvia,United States,19 43 | United States,Ecuador,300 44 | Suriname,United States,1 45 | Mexico,United States,7140 46 | United States,Cyprus,1 47 | Ecuador,United States,268 48 | United States,Portugal,134 49 | United States,Costa Rica,608 50 | United States,Guatemala,318 51 | United States,Suriname,34 52 | Colombia,United States,873 53 | United States,Cape Verde,14 54 | United States,Jamaica,712 55 | Norway,United States,121 56 | United States,Malaysia,3 57 | United States,Morocco,19 58 | Thailand,United States,3 59 | United States,Samoa,25 60 | Venezuela,United States,290 61 | United States,Palau,31 62 | United States,Venezuela,246 63 | Panama,United States,510 64 | Antigua and Barbuda,United States,126 65 | United States,Chile,185 66 | Morocco,United States,15 67 | United States,Finland,28 68 | Azerbaijan,United States,21 69 | United States,Greece,23 70 | United States,The Bahamas,986 71 | New Zealand,United States,111 72 | Liberia,United States,2 73 | United States,Hong Kong,414 74 | Hungary,United States,2 75 | United States,China,920 76 | United States,Vietnam,2 77 | Burkina Faso,United States,1 78 | Sweden,United States,118 79 | United States,Kuwait,28 80 | United States,Dominican Republic,1420 81 | United States,Egypt,12 82 | Israel,United States,134 83 | United States,United States,370002 84 | Ethiopia,United States,13 85 | United States,Luxembourg,134 86 | United States,Poland,33 87 | Martinique,United States,44 88 | United States,Saint Barthelemy,41 89 | Saint Barthelemy,United States,39 90 | Barbados,United States,154 91 | United States,Turkey,129 92 | Djibouti,United States,1 93 | United States,Azerbaijan,21 94 | United States,Estonia,1 95 | Germany,United States,1468 96 | United States,South Korea,827 97 | United States,El Salvador,508 98 | Ireland,United States,335 99 | United States,Hungary,3 100 | Zambia,United States,1 101 | Malaysia,United States,2 102 | United States,Ethiopia,12 103 | United States,Panama,465 104 | United States,Aruba,342 105 | United States,Thailand,4 106 | United States,Turks and Caicos Islands,236 107 | Croatia,United States,2 108 | United States,Pakistan,12 109 | Cyprus,United States,1 110 | United States,Honduras,407 111 | Fiji,United States,24 112 | Qatar,United States,108 113 | Saint Kitts and Nevis,United States,139 114 | Kuwait,United States,32 115 | Taiwan,United States,266 116 | Haiti,United States,226 117 | Canada,United States,8399 118 | Federated States of Micronesia,United States,69 119 | United States,Liberia,2 120 | Jamaica,United States,666 121 | United States,Malta,2 122 | Dominican Republic,United States,1353 123 | Japan,United States,1548 124 | United States,Lithuania,1 125 | Finland,United States,26 126 | United States,Guadeloupe,59 127 | United States,Ukraine,13 128 | United States,France,952 129 | United States,Norway,115 130 | Aruba,United States,346 131 | French Guiana,United States,5 132 | United States,Kiribati,35 133 | India,United States,61 134 | British Virgin Islands,United States,107 135 | Brazil,United States,853 136 | United States,Germany,1336 137 | United States,New Zealand,74 138 | French Polynesia,United States,43 139 | United Arab Emirates,United States,320 140 | Singapore,United States,3 141 | United States,Mexico,7187 142 | United States,Sweden,119 143 | Netherlands,United States,776 144 | United States,Martinique,43 145 | United States,United Arab Emirates,313 146 | United States,Bulgaria,1 147 | Denmark,United States,153 148 | China,United States,772 149 | United States,Nicaragua,201 150 | United States,Philippines,126 151 | United States,Georgia,1 152 | United States,Belgium,228 153 | Cayman Islands,United States,314 154 | Argentina,United States,180 155 | Peru,United States,279 156 | South Africa,United States,36 157 | United States,Iceland,202 158 | United States,Argentina,141 159 | Spain,United States,420 160 | Bermuda,United States,183 161 | United States,Nigeria,50 162 | United States,Austria,63 163 | United States,"Bonaire, Sint Eustatius, and Saba",59 164 | Kiribati,United States,26 165 | Saudi Arabia,United States,83 166 | Czech Republic,United States,13 167 | United States,Israel,127 168 | Belgium,United States,259 169 | United States,Saint Lucia,136 170 | United States,Bahrain,1 171 | United States,British Virgin Islands,80 172 | Curacao,United States,90 173 | Georgia,United States,2 174 | United States,Denmark,152 175 | United States,Guyana,63 176 | Philippines,United States,134 177 | Grenada,United States,53 178 | Cape Verde,United States,20 179 | Cote d'Ivoire,United States,1 180 | Ukraine,United States,14 181 | United States,Papua New Guinea,1 182 | Russia,United States,176 183 | United States,Saudi Arabia,70 184 | Guatemala,United States,397 185 | Saint Lucia,United States,123 186 | Paraguay,United States,60 187 | United States,Curacao,83 188 | Kosovo,United States,1 189 | United States,Taiwan,235 190 | Tunisia,United States,3 191 | United States,South Africa,40 192 | Niger,United States,2 193 | Turkey,United States,138 194 | United Kingdom,United States,2025 195 | Romania,United States,14 196 | United States,Greenland,4 197 | Papua New Guinea,United States,3 198 | United States,Spain,442 199 | Iraq,United States,1 200 | United States,Italy,438 201 | Cuba,United States,466 202 | United States,Switzerland,305 203 | Dominica,United States,20 204 | United States,Japan,1496 205 | Portugal,United States,127 206 | United States,Brazil,619 207 | Bahrain,United States,19 208 | United States,Peru,337 209 | Indonesia,United States,1 210 | United States,Belize,193 211 | United States,United Kingdom,1970 212 | Belize,United States,188 213 | United States,Ghana,20 214 | United States,Indonesia,2 215 | United States,Fiji,25 216 | United States,Canada,8483 217 | United States,Antigua and Barbuda,117 218 | United States,French Polynesia,40 219 | Nicaragua,United States,179 220 | United States,Latvia,15 221 | United States,Dominica,27 222 | United States,Czech Republic,12 223 | United States,Australia,258 224 | United States,Cook Islands,13 225 | Austria,United States,62 226 | Jordan,United States,44 227 | Palau,United States,30 228 | South Korea,United States,1048 229 | Angola,United States,15 230 | Ghana,United States,18 231 | New Caledonia,United States,1 232 | Guadeloupe,United States,56 233 | France,United States,935 234 | Poland,United States,32 235 | Nigeria,United States,59 236 | United States,Uruguay,13 237 | Greenland,United States,2 238 | United States,Bermuda,193 239 | Chile,United States,174 240 | United States,Cuba,478 241 | United States,Montenegro,1 242 | United States,Colombia,867 243 | United States,Barbados,130 244 | United States,Qatar,109 245 | Australia,United States,329 246 | United States,Cayman Islands,310 247 | United States,Jordan,44 248 | United States,Namibia,1 249 | United States,Trinidad and Tobago,217 250 | United States,Bolivia,13 251 | Cook Islands,United States,13 252 | Bulgaria,United States,3 253 | United States,Saint Kitts and Nevis,145 254 | Uruguay,United States,43 255 | United States,Haiti,225 256 | "Bonaire, Sint Eustatius, and Saba",United States,58 257 | Greece,United States,30 258 | -------------------------------------------------------------------------------- /data/country.csv: -------------------------------------------------------------------------------- 1 | country,code 2 | Afghanistan,AF 3 | Albania,AL 4 | Algeria,DZ 5 | American Samoa,AS 6 | Angola,AO 7 | Anguilla,AI 8 | Antigua and Barbuda,AG 9 | Argentina,AR 10 | Armenia,AM 11 | Aruba,AW 12 | Australia,AU 13 | Austria,AT 14 | Azerbaijan,AZ 15 | Bahamas,BS 16 | Bahrain,BH 17 | Bangladesh,BD 18 | Barbados,BB 19 | Belarus,BY 20 | Belgium,BE 21 | Belize,BZ 22 | Benin,BJ 23 | Bermuda,BM 24 | Bhutan,BT 25 | Bolivia,BO 26 | Bosnia and Herzegovina,BA 27 | Botswana,BW 28 | Brazil,BR 29 | British Virgin Islands,VG 30 | Brunei,BN 31 | Bulgaria,BG 32 | Burkina Faso,BF 33 | Burma,MM 34 | Burundi,BI 35 | Cambodia,KH 36 | Cameroon,CM 37 | Canada,CA 38 | Cape Verde,CV 39 | Cayman Islands,KY 40 | Central African Republic,CF 41 | Chad,TD 42 | Chile,CL 43 | China,CN 44 | Christmas Island,CX 45 | Cocos (Keeling) Islands,CC 46 | Colombia,CO 47 | Comoros,KM 48 | Congo (Brazzaville),CG 49 | Congo (Kinshasa),CD 50 | Cook Islands,CK 51 | Costa Rica,CR 52 | Cote d'Ivoire,CI 53 | Croatia,HR 54 | Cuba,CU 55 | Cyprus,CY 56 | Czech Republic,CZ 57 | Denmark,DK 58 | Djibouti,DJ 59 | Dominica,DM 60 | Dominican Republic,DO 61 | East Timor,TL 62 | Ecuador,EC 63 | Egypt,EG 64 | El Salvador,SV 65 | Equatorial Guinea,GQ 66 | Eritrea,ER 67 | Estonia,EE 68 | Ethiopia,ET 69 | Falkland Islands,FK 70 | Faroe Islands,FO 71 | Fiji,FJ 72 | Finland,FI 73 | France,FR 74 | French Guiana,GF 75 | French Polynesia,PF 76 | Gabon,GA 77 | Gambia,GM 78 | Georgia,GE 79 | Germany,DE 80 | Ghana,GH 81 | Gibraltar,GI 82 | Greece,GR 83 | Greenland,GL 84 | Grenada,GD 85 | Guadeloupe,GP 86 | Guam,GU 87 | Guatemala,GT 88 | Guernsey,GG 89 | Guinea,GN 90 | Guinea-Bissau,GW 91 | Guyana,GY 92 | Haiti,HT 93 | Honduras,HN 94 | Hong Kong,HK 95 | Hungary,HU 96 | Iceland,IS 97 | India,IN 98 | Indonesia,ID 99 | Iran,IR 100 | Iraq,IQ 101 | Ireland,IE 102 | Isle of Man,IM 103 | Israel,IL 104 | Italy,IT 105 | Jamaica,JM 106 | Japan,JP 107 | Jersey,JE 108 | Jordan,JO 109 | Kazakhstan,KZ 110 | Kenya,KE 111 | Kiribati,KI 112 | Kuwait,KW 113 | Kyrgyzstan,KG 114 | Laos,LA 115 | Latvia,LV 116 | Lebanon,LB 117 | Lesotho,LS 118 | Liberia,LR 119 | Libya,LY 120 | Lithuania,LT 121 | Luxembourg,LU 122 | Macau,MO 123 | Macedonia,MK 124 | Madagascar,MG 125 | Malawi,MW 126 | Malaysia,MY 127 | Maldives,MV 128 | Mali,ML 129 | Malta,MT 130 | Marshall Islands,MH 131 | Martinique,MQ 132 | Mauritania,MR 133 | Mauritius,MU 134 | Mayotte,YT 135 | Mexico,MX 136 | Micronesia,FM 137 | Moldova,MD 138 | Monaco,MC 139 | Mongolia,MN 140 | Montenegro,ME 141 | Montserrat,MS 142 | Morocco,MA 143 | Mozambique,MZ 144 | Myanmar,MM 145 | Namibia,NA 146 | Nauru,NR 147 | Nepal,NP 148 | Netherlands,NL 149 | Netherlands Antilles,AN 150 | New Caledonia,NC 151 | New Zealand,NZ 152 | Nicaragua,NI 153 | Niger,NE 154 | Nigeria,NG 155 | Niue,NU 156 | Norfolk Island,NF 157 | North Korea,KP 158 | Northern Mariana Islands,MP 159 | Norway,NO 160 | Oman,OM 161 | Pakistan,PK 162 | Palau,PW 163 | Palestine,PS 164 | Panama,PA 165 | Papua New Guinea,PG 166 | Paraguay,PY 167 | Peru,PE 168 | Philippines,PH 169 | Poland,PL 170 | Portugal,PT 171 | Puerto Rico,PR 172 | Qatar,QA 173 | Reunion,RE 174 | Romania,RO 175 | Russia,RU 176 | Rwanda,RW 177 | Saint Kitts and Nevis,KN 178 | Saint Lucia,LC 179 | Saint Pierre and Miquelon,PM 180 | Saint Vincent and the Grenadines,VC 181 | Samoa,WS 182 | Sao Tome and Principe,ST 183 | Saudi Arabia,SA 184 | Senegal,SN 185 | Serbia,RS 186 | Seychelles,SC 187 | Sierra Leone,SL 188 | Singapore,SG 189 | Slovakia,SK 190 | Slovenia,SI 191 | Solomon Islands,SB 192 | Somalia,SO 193 | South Africa,ZA 194 | South Korea,KR 195 | South Sudan,SS 196 | Spain,ES 197 | Sri Lanka,LK 198 | Sudan,SD 199 | Suriname,SR 200 | Swaziland,SZ 201 | Sweden,SE 202 | Switzerland,CH 203 | Syria,SY 204 | Taiwan,TW 205 | Tajikistan,TJ 206 | Tanzania,TZ 207 | Thailand,TH 208 | Togo,TG 209 | Tonga,TO 210 | Trinidad and Tobago,TT 211 | Tunisia,TN 212 | Turkey,TR 213 | Turkmenistan,TM 214 | Turks and Caicos Islands,TC 215 | Tuvalu,TV 216 | Uganda,UG 217 | Ukraine,UA 218 | United Arab Emirates,AE 219 | United Kingdom,GB 220 | United States,US 221 | Uruguay,UY 222 | Uzbekistan,UZ 223 | Vanuatu,VU 224 | Venezuela,VE 225 | Vietnam,VN 226 | Virgin Islands,VI 227 | Wallis and Futuna,WF 228 | Western Sahara,EH 229 | Yemen,YE 230 | Zambia,ZM 231 | Zimbabwe,ZW 232 | -------------------------------------------------------------------------------- /pyspark-nlp-kaggle.ipynb: -------------------------------------------------------------------------------- 1 | {"cells":[{"cell_type":"markdown","source":["### Spark-NLP\n\n#### The Data\n\nThe UCI ML News Aggregator dataset contains headlines and categories for over 400k news articles. Task is to build classification model that classifies news headline into pre-defined categories.\nThe data can be downloaded from https://www.kaggle.com/uciml/news-aggregator-dataset"],"metadata":{}},{"cell_type":"markdown","source":["#### Prerequisites:\n\nBasics understand of Python\n\nhttps://www.kaggle.com/learn/python\n\nNatural Language Processing \nhttps://www.analyticsvidhya.com/blog/2017/01/ultimate-guide-to-understand-implement-natural-language-processing-codes-in-python/\n\nApache Spark\n\nhttps://docs.databricks.com/spark/latest/gentle-introduction/gentle-intro.html\n\nhttps://docs.databricks.com/spark/latest/gentle-introduction/gentle-intro.html#gentle-introduction-to-apache-spark\n\nhttps://docs.databricks.com/spark/latest/gentle-introduction/for-data-scientists.html"],"metadata":{}},{"cell_type":"markdown","source":["#### Importing the necessary libraries"],"metadata":{}},{"cell_type":"code","source":["from pyspark.ml import Pipeline \nfrom pyspark.ml.feature import CountVectorizer,StringIndexer, RegexTokenizer,StopWordsRemover\nfrom pyspark.sql.functions import col, udf,regexp_replace,isnull\nfrom pyspark.sql.types import StringType,IntegerType\nfrom pyspark.ml.classification import NaiveBayes\nfrom pyspark.ml.evaluation import MulticlassClassificationEvaluator"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["\n
"]}}],"execution_count":4},{"cell_type":"markdown","source":["#### Data Ingestion and Extraction"],"metadata":{}},{"cell_type":"markdown","source":["In this example, I am importing dataset from S3(https://docs.databricks.com/spark/latest/data-sources/aws/amazon-s3.html).\n\nYou can can directly upload dataset to databricks cloud(https://docs.databricks.com/user-guide/importing-data.html#import-data)"],"metadata":{}},{"cell_type":"code","source":["s3_bucket_path = \"/mnt/lp-dataset/news-aggregator/uci-news-aggregator.csv\""],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["\n
"]}}],"execution_count":7},{"cell_type":"code","source":["news_data = spark.read.csv(s3_bucket_path,header = 'True',inferSchema='True')"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["\n
"]}}],"execution_count":8},{"cell_type":"code","source":["news_data.show()"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["\n
+---+--------------------+--------------------+--------------------+--------+--------------------+--------------------+-------------+\n ID| TITLE| URL| PUBLISHER|CATEGORY| STORY| HOSTNAME| TIMESTAMP|\n+---+--------------------+--------------------+--------------------+--------+--------------------+--------------------+-------------+\n 1|Fed official says...|http://www.latime...| Los Angeles Times| b|ddUyU0VZz0BRneMio...| www.latimes.com|1394470370698|\n 2|Fed's Charles Plo...|http://www.livemi...| Livemint| b|ddUyU0VZz0BRneMio...| www.livemint.com|1394470371207|\n 3|US open: Stocks f...|http://www.ifamag...| IFA Magazine| b|ddUyU0VZz0BRneMio...| www.ifamagazine.com|1394470371550|\n 4|Fed risks falling...|http://www.ifamag...| IFA Magazine| b|ddUyU0VZz0BRneMio...| www.ifamagazine.com|1394470371793|\n 5|Fed's Plosser: Na...|http://www.moneyn...| Moneynews| b|ddUyU0VZz0BRneMio...| www.moneynews.com|1394470372027|\n 6|Plosser: Fed May ...|http://www.nasdaq...| NASDAQ| b|ddUyU0VZz0BRneMio...| www.nasdaq.com|1394470372212|\n 7|Fed's Plosser: Ta...|http://www.market...| MarketWatch| b|ddUyU0VZz0BRneMio...| www.marketwatch.com|1394470372405|\n 8|Fed's Plosser exp...|http://www.fxstre...| FXstreet.com| b|ddUyU0VZz0BRneMio...| www.fxstreet.com|1394470372615|\n 9|US jobs growth la...|http://economicti...| Economic Times| b|ddUyU0VZz0BRneMio...|economictimes.ind...|1394470372792|\n 10|ECB unlikely to e...|http://www.iii.co...|Interactive Investor| b|dPhGU51DcrolUIMxb...| www.iii.co.uk|1394470501265|\n 11|ECB unlikely to e...|http://in.reuters...| Reuters India| b|dPhGU51DcrolUIMxb...| in.reuters.com|1394470501410|\n 12|EU's half-baked b...|http://blogs.reut...| Reuters UK \\(blog\\)| b|dPhGU51DcrolUIMxb...| blogs.reuters.com|1394470501587|\n 13|Europe reaches cr...|http://in.reuters...| Reuters| b|dPhGU51DcrolUIMxb...| in.reuters.com|1394470501755|\n 14|ECB FOCUS-Stronge...|http://in.reuters...| Reuters| b|dPhGU51DcrolUIMxb...| in.reuters.com|1394470501948|\n 15|EU aims for deal ...|http://main.omano...| Oman Daily Observer| b|dPhGU51DcrolUIMxb...|main.omanobserver.om|1394470502141|\n 16|Forex - Pound dro...|http://www.nasdaq...| NASDAQ| b|dPhGU51DcrolUIMxb...| www.nasdaq.com|1394470502316|\n 17|Noyer Says Strong...|http://www.sfgate...|San Francisco Chr...| b|dPhGU51DcrolUIMxb...| www.sfgate.com|1394470502543|\n 18|EU Week Ahead Mar...|http://blogs.wsj....|Wall Street Journ...| b|dPhGU51DcrolUIMxb...| blogs.wsj.com|1394470502744|\n 19|ECB member Noyer ...|http://www.ifamag...| IFA Magazine| b|dPhGU51DcrolUIMxb...| www.ifamagazine.com|1394470502946|\n 20|Euro Anxieties Wa...|http://www.busine...| Businessweek| b|dPhGU51DcrolUIMxb...|www.businessweek.com|1394470503148|\n+---+--------------------+--------------------+--------------------+--------+--------------------+--------------------+-------------+\nonly showing top 20 rows\n\n
"]}}],"execution_count":9},{"cell_type":"code","source":["news_data.count()"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["\n
Out[7]: 422937\n
"]}}],"execution_count":10},{"cell_type":"markdown","source":["There are 422937 news articles"],"metadata":{}},{"cell_type":"markdown","source":["d Select the columns needed for analysis"],"metadata":{}},{"cell_type":"code","source":["title_category = news_data.select(\"TITLE\",\"CATEGORY\")"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["\n
"]}}],"execution_count":13},{"cell_type":"code","source":["title_category.show()"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["\n
+--------------------+--------+\n TITLE|CATEGORY|\n+--------------------+--------+\nFed official says...| b|\nFed's Charles Plo...| b|\nUS open: Stocks f...| b|\nFed risks falling...| b|\nFed's Plosser: Na...| b|\nPlosser: Fed May ...| b|\nFed's Plosser: Ta...| b|\nFed's Plosser exp...| b|\nUS jobs growth la...| b|\nECB unlikely to e...| b|\nECB unlikely to e...| b|\nEU's half-baked b...| b|\nEurope reaches cr...| b|\nECB FOCUS-Stronge...| b|\nEU aims for deal ...| b|\nForex - Pound dro...| b|\nNoyer Says Strong...| b|\nEU Week Ahead Mar...| b|\nECB member Noyer ...| b|\nEuro Anxieties Wa...| b|\n+--------------------+--------+\nonly showing top 20 rows\n\n
"]}}],"execution_count":14},{"cell_type":"markdown","source":["Let's check null values in TITLE and CATEGORY columns"],"metadata":{}},{"cell_type":"code","source":["def null_value_count(df):\n null_columns_counts = []\n numRows = df.count()\n for k in df.columns:\n nullRows = df.where(col(k).isNull()).count()\n if(nullRows > 0):\n temp = k,nullRows\n null_columns_counts.append(temp)\n return(null_columns_counts)"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["\n
"]}}],"execution_count":16},{"cell_type":"code","source":["null_columns_count_list = null_value_count(title_category)\n"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["\n
"]}}],"execution_count":17},{"cell_type":"code","source":["spark.createDataFrame(null_columns_count_list, ['Column_With_Null_Value', 'Null_Values_Count']).show()"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["\n
+----------------------+-----------------+\nColumn_With_Null_Value|Null_Values_Count|\n+----------------------+-----------------+\n TITLE| 389|\n CATEGORY| 516|\n+----------------------+-----------------+\n\n
"]}}],"execution_count":18},{"cell_type":"markdown","source":["There are 389 empty titles and 516 categories"],"metadata":{}},{"cell_type":"markdown","source":["Drop the null values"],"metadata":{}},{"cell_type":"code","source":["title_category = title_category.dropna()"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["\n
"]}}],"execution_count":21},{"cell_type":"code","source":["title_category.count()"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["\n
Out[23]: 422421\n
"]}}],"execution_count":22},{"cell_type":"code","source":["title_category.show(truncate=False)"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["\n
+---------------------------------------------------------------------------+--------+\nTITLE |CATEGORY|\n+---------------------------------------------------------------------------+--------+\nFed official says weak data caused by weather, should not slow taper |b |\nFed's Charles Plosser sees high bar for change in pace of tapering |b |\nUS open: Stocks fall after Fed official hints at accelerated tapering |b |\nFed risks falling 'behind the curve', Charles Plosser says |b |\nFed's Plosser: Nasty Weather Has Curbed Job Growth |b |\nPlosser: Fed May Have to Accelerate Tapering Pace |b |\nFed's Plosser: Taper pace may be too slow |b |\nFed's Plosser expects US unemployment to fall to 6.2% by the end of 2014 |b |\nUS jobs growth last month hit by weather:Fed President Charles Plosser |b |\nECB unlikely to end sterilisation of SMP purchases - traders |b |\nECB unlikely to end sterilization of SMP purchases: traders |b |\nEU's half-baked bank union could work |b |\nEurope reaches crunch point on banking union |b |\nECB FOCUS-Stronger euro drowns out ECB's message to keep rates low for ...|b |\nEU aims for deal on tackling failing banks |b |\nForex - Pound drops to one-month lows against euro |b |\nNoyer Says Strong Euro Creates Unwarranted Economic Pressure |b |\nEU Week Ahead March 10-14: Bank Resolution, Transparency, Ukraine |b |\nECB member Noyer is 'very open to all kinds of tools' |b |\nEuro Anxieties Wane as Bunds Top Treasuries, Spain Debt Rallies |b |\n+---------------------------------------------------------------------------+--------+\nonly showing top 20 rows\n\n
"]}}],"execution_count":23},{"cell_type":"code","source":["title_category.select(\"Category\").distinct().count()"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["\n
Out[44]: 265\n
"]}}],"execution_count":24},{"cell_type":"markdown","source":["Top 20 news categories"],"metadata":{}},{"cell_type":"code","source":["title_category.groupBy(\"Category\").count().orderBy(col(\"count\").desc()).show(truncate=False)"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["\n
+--------------------+------+\nCategory |count |\n+--------------------+------+\ne |152127|\nb |115935|\nt |108237|\nm |45616 |\nUs Magazine |31 |\nContactmusic.com |20 |\nGossipCop |20 |\nComplex.com |12 |\nCBS News |12 |\nThe Hollywood Gossip|11 |\nHipHopDX |11 |\nHeadlinePlanet.com |10 |\nWe Got This Covered |10 |\nGamepur |8 |\nTooFab.com |7 |\nWetpaint |7 |\nConsequence of Sound|7 |\nWorstPreviews.com |7 |\nThe Escapist |6 |\nNBC Bay Area |5 |\n+--------------------+------+\nonly showing top 20 rows\n\n
"]}}],"execution_count":26},{"cell_type":"markdown","source":["Top 20 news title"],"metadata":{}},{"cell_type":"code","source":["title_category.groupBy(\"TITLE\").count().orderBy(col(\"count\").desc()).show(truncate=False)"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["\n
+----------------------------------------------------------------------------------+-----+\nTITLE |count|\n+----------------------------------------------------------------------------------+-----+\nThe article requested cannot be found! Please refresh your browser or go back ...|145 |\nPosted by Parvez Jabri |59 |\nBusiness Highlights |59 |\nPosted by Imaduddin |53 |\nPosted by Shoaib-ur-Rehman Siddiqui |52 |\n(click the phrases to see a list) |51 |\nBusiness Wire |41 |\nPR Newswire |38 |\nPosted by Muhammad Iqbal |35 |\nChange text size for the story |34 |\nGet the Most Popular Beauty World News Stories in a Weekly Newsletter |34 |\nBusiness briefs |33 |\nInternational markets roundup |33 |\nIndia Morning Call-Global Markets |27 |\n10 Things to Know for Today |22 |\nBreaking news |21 |\nPerez Recommends |19 |\nTexas Weekly Gas Price Update and Outlook |18 |\nFrom ColumbusAlive.com |18 |\nThe Daily Dish |17 |\n+----------------------------------------------------------------------------------+-----+\nonly showing top 20 rows\n\n
"]}}],"execution_count":28},{"cell_type":"markdown","source":["#### Let's clean the dataset"],"metadata":{}},{"cell_type":"markdown","source":["Removing numbers from titles"],"metadata":{}},{"cell_type":"code","source":["title_category = title_category.withColumn(\"only_str\",regexp_replace(col('TITLE'), '\\d+', ''))"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["\n
"]}}],"execution_count":31},{"cell_type":"code","source":["title_category.select(\"TITLE\",\"only_str\").show(truncate=False)"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["\n
+---------------------------------------------------------------------------+---------------------------------------------------------------------------+\nTITLE |only_str |\n+---------------------------------------------------------------------------+---------------------------------------------------------------------------+\nFed official says weak data caused by weather, should not slow taper |Fed official says weak data caused by weather, should not slow taper |\nFed's Charles Plosser sees high bar for change in pace of tapering |Fed's Charles Plosser sees high bar for change in pace of tapering |\nUS open: Stocks fall after Fed official hints at accelerated tapering |US open: Stocks fall after Fed official hints at accelerated tapering |\nFed risks falling 'behind the curve', Charles Plosser says |Fed risks falling 'behind the curve', Charles Plosser says |\nFed's Plosser: Nasty Weather Has Curbed Job Growth |Fed's Plosser: Nasty Weather Has Curbed Job Growth |\nPlosser: Fed May Have to Accelerate Tapering Pace |Plosser: Fed May Have to Accelerate Tapering Pace |\nFed's Plosser: Taper pace may be too slow |Fed's Plosser: Taper pace may be too slow |\nFed's Plosser expects US unemployment to fall to 6.2% by the end of 2014 |Fed's Plosser expects US unemployment to fall to .% by the end of |\nUS jobs growth last month hit by weather:Fed President Charles Plosser |US jobs growth last month hit by weather:Fed President Charles Plosser |\nECB unlikely to end sterilisation of SMP purchases - traders |ECB unlikely to end sterilisation of SMP purchases - traders |\nECB unlikely to end sterilization of SMP purchases: traders |ECB unlikely to end sterilization of SMP purchases: traders |\nEU's half-baked bank union could work |EU's half-baked bank union could work |\nEurope reaches crunch point on banking union |Europe reaches crunch point on banking union |\nECB FOCUS-Stronger euro drowns out ECB's message to keep rates low for ...|ECB FOCUS-Stronger euro drowns out ECB's message to keep rates low for ...|\nEU aims for deal on tackling failing banks |EU aims for deal on tackling failing banks |\nForex - Pound drops to one-month lows against euro |Forex - Pound drops to one-month lows against euro |\nNoyer Says Strong Euro Creates Unwarranted Economic Pressure |Noyer Says Strong Euro Creates Unwarranted Economic Pressure |\nEU Week Ahead March 10-14: Bank Resolution, Transparency, Ukraine |EU Week Ahead March -: Bank Resolution, Transparency, Ukraine |\nECB member Noyer is 'very open to all kinds of tools' |ECB member Noyer is 'very open to all kinds of tools' |\nEuro Anxieties Wane as Bunds Top Treasuries, Spain Debt Rallies |Euro Anxieties Wane as Bunds Top Treasuries, Spain Debt Rallies |\n+---------------------------------------------------------------------------+---------------------------------------------------------------------------+\nonly showing top 20 rows\n\n
"]}}],"execution_count":32},{"cell_type":"markdown","source":["Spliting text into words"],"metadata":{}},{"cell_type":"code","source":["regex_tokenizer = RegexTokenizer(inputCol=\"only_str\", outputCol=\"words\", pattern=\"\\\\W\")\nraw_words = regex_tokenizer.transform(title_category)"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["\n
"]}}],"execution_count":34},{"cell_type":"code","source":["raw_words.show()"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["\n
+--------------------+--------+--------------------+--------------------+\n TITLE|CATEGORY| only_str| words|\n+--------------------+--------+--------------------+--------------------+\nFed official says...| b|Fed official says...|[fed, official, s...|\nFed's Charles Plo...| b|Fed's Charles Plo...|[fed, s, charles,...|\nUS open: Stocks f...| b|US open: Stocks f...|[us, open, stocks...|\nFed risks falling...| b|Fed risks falling...|[fed, risks, fall...|\nFed's Plosser: Na...| b|Fed's Plosser: Na...|[fed, s, plosser,...|\nPlosser: Fed May ...| b|Plosser: Fed May ...|[plosser, fed, ma...|\nFed's Plosser: Ta...| b|Fed's Plosser: Ta...|[fed, s, plosser,...|\nFed's Plosser exp...| b|Fed's Plosser exp...|[fed, s, plosser,...|\nUS jobs growth la...| b|US jobs growth la...|[us, jobs, growth...|\nECB unlikely to e...| b|ECB unlikely to e...|[ecb, unlikely, t...|\nECB unlikely to e...| b|ECB unlikely to e...|[ecb, unlikely, t...|\nEU's half-baked b...| b|EU's half-baked b...|[eu, s, half, bak...|\nEurope reaches cr...| b|Europe reaches cr...|[europe, reaches,...|\nECB FOCUS-Stronge...| b|ECB FOCUS-Stronge...|[ecb, focus, stro...|\nEU aims for deal ...| b|EU aims for deal ...|[eu, aims, for, d...|\nForex - Pound dro...| b|Forex - Pound dro...|[forex, pound, dr...|\nNoyer Says Strong...| b|Noyer Says Strong...|[noyer, says, str...|\nEU Week Ahead Mar...| b|EU Week Ahead Mar...|[eu, week, ahead,...|\nECB member Noyer ...| b|ECB member Noyer ...|[ecb, member, noy...|\nEuro Anxieties Wa...| b|Euro Anxieties Wa...|[euro, anxieties,...|\n+--------------------+--------+--------------------+--------------------+\nonly showing top 20 rows\n\n
"]}}],"execution_count":35},{"cell_type":"markdown","source":["Removing stop words"],"metadata":{}},{"cell_type":"code","source":["remover = StopWordsRemover(inputCol=\"words\", outputCol=\"filtered\")\nwords_df = remover.transform(raw_words)"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["\n
"]}}],"execution_count":37},{"cell_type":"code","source":["words_df.select(\"words\",\"filtered\").show(truncate=False)"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["\n
+-------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+\nwords |filtered |\n+-------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+\n[fed, official, says, weak, data, caused, by, weather, should, not, slow, taper] |[fed, official, says, weak, data, caused, weather, slow, taper] |\n[fed, s, charles, plosser, sees, high, bar, for, change, in, pace, of, tapering] |[fed, charles, plosser, sees, high, bar, change, pace, tapering] |\n[us, open, stocks, fall, after, fed, official, hints, at, accelerated, tapering] |[us, open, stocks, fall, fed, official, hints, accelerated, tapering] |\n[fed, risks, falling, behind, the, curve, charles, plosser, says] |[fed, risks, falling, behind, curve, charles, plosser, says] |\n[fed, s, plosser, nasty, weather, has, curbed, job, growth] |[fed, plosser, nasty, weather, curbed, job, growth] |\n[plosser, fed, may, have, to, accelerate, tapering, pace] |[plosser, fed, may, accelerate, tapering, pace] |\n[fed, s, plosser, taper, pace, may, be, too, slow] |[fed, plosser, taper, pace, may, slow] |\n[fed, s, plosser, expects, us, unemployment, to, fall, to, by, the, end, of] |[fed, plosser, expects, us, unemployment, fall, end] |\n[us, jobs, growth, last, month, hit, by, weather, fed, president, charles, plosser] |[us, jobs, growth, last, month, hit, weather, fed, president, charles, plosser]|\n[ecb, unlikely, to, end, sterilisation, of, smp, purchases, traders] |[ecb, unlikely, end, sterilisation, smp, purchases, traders] |\n[ecb, unlikely, to, end, sterilization, of, smp, purchases, traders] |[ecb, unlikely, end, sterilization, smp, purchases, traders] |\n[eu, s, half, baked, bank, union, could, work] |[eu, half, baked, bank, union, work] |\n[europe, reaches, crunch, point, on, banking, union] |[europe, reaches, crunch, point, banking, union] |\n[ecb, focus, stronger, euro, drowns, out, ecb, s, message, to, keep, rates, low, for]|[ecb, focus, stronger, euro, drowns, ecb, message, keep, rates, low] |\n[eu, aims, for, deal, on, tackling, failing, banks] |[eu, aims, deal, tackling, failing, banks] |\n[forex, pound, drops, to, one, month, lows, against, euro] |[forex, pound, drops, one, month, lows, euro] |\n[noyer, says, strong, euro, creates, unwarranted, economic, pressure] |[noyer, says, strong, euro, creates, unwarranted, economic, pressure] |\n[eu, week, ahead, march, bank, resolution, transparency, ukraine] |[eu, week, ahead, march, bank, resolution, transparency, ukraine] |\n[ecb, member, noyer, is, very, open, to, all, kinds, of, tools] |[ecb, member, noyer, open, kinds, tools] |\n[euro, anxieties, wane, as, bunds, top, treasuries, spain, debt, rallies] |[euro, anxieties, wane, bunds, top, treasuries, spain, debt, rallies] |\n+-------------------------------------------------------------------------------------+-------------------------------------------------------------------------------+\nonly showing top 20 rows\n\n
"]}}],"execution_count":38},{"cell_type":"markdown","source":["Lets encode column of category to a column of category indices"],"metadata":{}},{"cell_type":"code","source":["indexer = StringIndexer(inputCol=\"CATEGORY\", outputCol=\"categoryIndex\")\nfeature_data = indexer.fit(words_df).transform(words_df)"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["\n
"]}}],"execution_count":40},{"cell_type":"code","source":["feature_data.select(\"CATEGORY\",\"categoryIndex\").show()"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["\n
+--------+-------------+\nCATEGORY|categoryIndex|\n+--------+-------------+\n b| 1.0|\n b| 1.0|\n b| 1.0|\n b| 1.0|\n b| 1.0|\n b| 1.0|\n b| 1.0|\n b| 1.0|\n b| 1.0|\n b| 1.0|\n b| 1.0|\n b| 1.0|\n b| 1.0|\n b| 1.0|\n b| 1.0|\n b| 1.0|\n b| 1.0|\n b| 1.0|\n b| 1.0|\n b| 1.0|\n+--------+-------------+\nonly showing top 20 rows\n\n
"]}}],"execution_count":41},{"cell_type":"markdown","source":["Converting text into vectors of token counts."],"metadata":{}},{"cell_type":"code","source":["cv = CountVectorizer(inputCol=\"filtered\", outputCol=\"features\")\nmodel = cv.fit(words_label_index)\ncountVectorizer_feateures = model.transform(words_label_index)"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["\n
"]}}],"execution_count":43},{"cell_type":"markdown","source":["Partition Training & Test sets"],"metadata":{}},{"cell_type":"code","source":["(trainingData, testData) = countVectorizer_feateures.randomSplit([0.8, 0.2],seed = 11)"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["\n
"]}}],"execution_count":45},{"cell_type":"markdown","source":["#### Model Training and Evaluation"],"metadata":{}},{"cell_type":"code","source":["nb = NaiveBayes(modelType=\"multinomial\",labelCol=\"categoryIndex\", featuresCol=\"features\")\nnbModel = nb.fit(trainingData)\nnb_predictions = nbModel.transform(testData)"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["\n
"]}}],"execution_count":47},{"cell_type":"code","source":["nb_predictions.select(\"prediction\", \"categoryIndex\", \"features\").show(5)"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["\n
+----------+-------------+--------------------+\nprediction|categoryIndex| features|\n+----------+-------------+--------------------+\n 0.0| 0.0|(49043,[6,53,162,...|\n 0.0| 0.0|(49043,[17,552,10...|\n 0.0| 0.0|(49043,[291,552,8...|\n 0.0| 0.0|(49043,[20,46,153...|\n 0.0| 6.0|(49043,[150,340,4...|\n+----------+-------------+--------------------+\nonly showing top 5 rows\n\n
"]}}],"execution_count":48},{"cell_type":"code","source":["evaluator = MulticlassClassificationEvaluator(labelCol=\"categoryIndex\", predictionCol=\"prediction\", metricName=\"accuracy\")\nnb_accuracy = evaluator.evaluate(nb_predictions)\nprint(\"Accuracy of NaiveBayes is = %g\"% (nb_accuracy))\nprint(\"Test Error of NaiveBayes = %g \" % (1.0 - nb_accuracy))"],"metadata":{},"outputs":[{"metadata":{},"output_type":"display_data","data":{"text/html":["\n
Accuracy of NaiveBayes is = 0.926474\nTest Error of NaiveBayes = 0.0735258 \n
"]}}],"execution_count":49},{"cell_type":"markdown","source":["Reference \n\nhttps://spark.apache.org/docs/latest/ml-guide.html"],"metadata":{}},{"cell_type":"code","source":[""],"metadata":{},"outputs":[],"execution_count":51}],"metadata":{"name":"pyspark-nlp-kaggle","notebookId":2546946806099472},"nbformat":4,"nbformat_minor":0} 2 | --------------------------------------------------------------------------------