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Association Rule Mining in Python Tutorial
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Association Rule Mining in Python Tutorial.ipynb
{
"cells": [
{
"cell_type": "markdown",
"id": "eee6451d-bcd6-4556-b963-61d5ac0221c9",
"metadata": {},
"source": [
"# **Association Rule Mining** in Python Tutorial"
]
},
{
"cell_type": "code",
"execution_count": 46,
"id": "0a3ee531-81e6-40ea-8f1a-993f967ba3bb",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"(38765, 3)"
]
},
"execution_count": 46,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"import pandas as pd # for data reading and manipulation\n",
"import matplotlib.pyplot as plt # for visualization\n",
"import seaborn as sns # for visualization\n",
"import numpy as np # for numerical computation\n",
"from tqdm import tqdm\n",
"%matplotlib inline\n",
"\n",
"# load the groceries-dataset\n",
"groceries = pd.read_csv('../data/gd.csv', parse_dates=['Date'])\n",
"groceries.shape"
]
},
{
"cell_type": "code",
"execution_count": 43,
"id": "6955d64d-d4f0-4ca3-bcae-cdcb38bfcf21",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>InvoiceNo</th>\n",
" <th>StockCode</th>\n",
" <th>Description</th>\n",
" <th>Quantity</th>\n",
" <th>InvoiceDate</th>\n",
" <th>UnitPrice</th>\n",
" <th>CustomerID</th>\n",
" <th>Country</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>536370</td>\n",
" <td>22728</td>\n",
" <td>ALARM CLOCK BAKELIKE PINK</td>\n",
" <td>24</td>\n",
" <td>12/1/2010 8:45</td>\n",
" <td>3.75</td>\n",
" <td>12583.0</td>\n",
" <td>France</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>536370</td>\n",
" <td>22727</td>\n",
" <td>ALARM CLOCK BAKELIKE RED</td>\n",
" <td>24</td>\n",
" <td>12/1/2010 8:45</td>\n",
" <td>3.75</td>\n",
" <td>12583.0</td>\n",
" <td>France</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>536370</td>\n",
" <td>22726</td>\n",
" <td>ALARM CLOCK BAKELIKE GREEN</td>\n",
" <td>12</td>\n",
" <td>12/1/2010 8:45</td>\n",
" <td>3.75</td>\n",
" <td>12583.0</td>\n",
" <td>France</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>536370</td>\n",
" <td>21724</td>\n",
" <td>PANDA AND BUNNIES STICKER SHEET</td>\n",
" <td>12</td>\n",
" <td>12/1/2010 8:45</td>\n",
" <td>0.85</td>\n",
" <td>12583.0</td>\n",
" <td>France</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>536370</td>\n",
" <td>21883</td>\n",
" <td>STARS GIFT TAPE</td>\n",
" <td>24</td>\n",
" <td>12/1/2010 8:45</td>\n",
" <td>0.65</td>\n",
" <td>12583.0</td>\n",
" <td>France</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" InvoiceNo StockCode Description Quantity \\\n",
"0 536370 22728 ALARM CLOCK BAKELIKE PINK 24 \n",
"1 536370 22727 ALARM CLOCK BAKELIKE RED 24 \n",
"2 536370 22726 ALARM CLOCK BAKELIKE GREEN 12 \n",
"3 536370 21724 PANDA AND BUNNIES STICKER SHEET 12 \n",
"4 536370 21883 STARS GIFT TAPE 24 \n",
"\n",
" InvoiceDate UnitPrice CustomerID Country \n",
"0 12/1/2010 8:45 3.75 12583.0 France \n",
"1 12/1/2010 8:45 3.75 12583.0 France \n",
"2 12/1/2010 8:45 3.75 12583.0 France \n",
"3 12/1/2010 8:45 0.85 12583.0 France \n",
"4 12/1/2010 8:45 0.65 12583.0 France "
]
},
"execution_count": 43,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"data.head()"
]
},
{
"cell_type": "code",
"execution_count": 45,
"id": "89abe972-1615-49b7-b656-734c54ce3db6",
"metadata": {},
"outputs": [],
"source": [
"invoice_list = data['InvoiceNo'].unique()"
]
},
{
"cell_type": "code",
"execution_count": 47,
"id": "05361a14-e655-4f04-b57e-514cb334f687",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"100%|█████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 461/461 [01:07<00:00, 6.80it/s]\n"
]
}
],
"source": [
"list_of_list = []\n",
"invoices = []\n",
"for invoice in tqdm(invoice_list):\n",
" invoices.append(invoice)\n",
" items_list = []\n",
" for index, row in data.iterrows():\n",
" invoiceno = row['InvoiceNo']\n",
" item = row['Description']\n",
" if invoice == invoiceno:\n",
" items_list.append(item)\n",
" "
]
},
{
"cell_type": "code",
"execution_count": 50,
"id": "0196d12a-b73e-4ef7-a178-dd2b1c81a9a5",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>invoice</th>\n",
" <th>items</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>536370</td>\n",
" <td>[ALARM CLOCK BAKELIKE PINK, ALARM CLOCK BAKELI...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>536852</td>\n",
" <td>[PICTURE DOMINOES, MINI JIGSAW SPACEBOY, MINI ...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>536974</td>\n",
" <td>[EDWARDIAN PARASOL BLACK, EDWARDIAN PARASOL PI...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>537065</td>\n",
" <td>[HOT WATER BOTTLE BABUSHKA , BREAD BIN DINER S...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>537463</td>\n",
" <td>[JAM MAKING SET PRINTED, SET/4 SKULL BADGES, R...</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" invoice items\n",
"0 536370 [ALARM CLOCK BAKELIKE PINK, ALARM CLOCK BAKELI...\n",
"1 536852 [PICTURE DOMINOES, MINI JIGSAW SPACEBOY, MINI ...\n",
"2 536974 [EDWARDIAN PARASOL BLACK, EDWARDIAN PARASOL PI...\n",
"3 537065 [HOT WATER BOTTLE BABUSHKA , BREAD BIN DINER S...\n",
"4 537463 [JAM MAKING SET PRINTED, SET/4 SKULL BADGES, R..."
]
},
"execution_count": 50,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"temp_data = {\"invoice\": invoices, \"items\": list_of_lists}\n",
"df = pd.DataFrame(temp_data)\n",
"df.head()"
]
},
{
"cell_type": "code",
"execution_count": 44,
"id": "dfd9e320-2a39-408b-8155-31525c03bfbf",
"metadata": {
"scrolled": true
},
"outputs": [],
"source": [
"# importing the library\n",
"try:\n",
" import apyori\n",
"except:\n",
" !pip install apyori\n",
"\n",
"from apyori import apriori # for association rule learning models"
]
},
{
"cell_type": "code",
"execution_count": 51,
"id": "71533eb6-6207-477a-9a4e-e166307a0e39",
"metadata": {},
"outputs": [],
"source": [
"transactions = df['items'].tolist()"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "d3cfd6d2-802c-457b-9dc2-b9cea9bc77bb",
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "code",
"execution_count": 52,
"id": "ffb2f88f-8828-47a5-9f6f-d70e34693c33",
"metadata": {},
"outputs": [],
"source": [
"rules = apriori(transactions = transactions, min_support=0.00030, min_confidance=0.01, min_lift=3, min_length=2, max_length=2)\n",
"#let's transform them into a list\n",
"results = list(rules)"
]
},
{
"cell_type": "code",
"execution_count": 54,
"id": "c11a2c18-97a8-4112-8fdb-814e996e0fe9",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[RelationRecord(items=frozenset({\"6 GIFT TAGS 50'S CHRISTMAS \", \" 50'S CHRISTMAS GIFT BAG LARGE\"}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({\" 50'S CHRISTMAS GIFT BAG LARGE\"}), items_add=frozenset({\"6 GIFT TAGS 50'S CHRISTMAS \"}), confidence=1.0, lift=65.85714285714286), OrderedStatistic(items_base=frozenset({\"6 GIFT TAGS 50'S CHRISTMAS \"}), items_add=frozenset({\" 50'S CHRISTMAS GIFT BAG LARGE\"}), confidence=0.14285714285714288, lift=65.85714285714286)]),\n",
" RelationRecord(items=frozenset({'ALARM CLOCK BAKELIKE GREEN', \" 50'S CHRISTMAS GIFT BAG LARGE\"}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({\" 50'S CHRISTMAS GIFT BAG LARGE\"}), items_add=frozenset({'ALARM CLOCK BAKELIKE GREEN'}), confidence=1.0, lift=11.820512820512821), OrderedStatistic(items_base=frozenset({'ALARM CLOCK BAKELIKE GREEN'}), items_add=frozenset({\" 50'S CHRISTMAS GIFT BAG LARGE\"}), confidence=0.025641025641025644, lift=11.820512820512821)]),\n",
" RelationRecord(items=frozenset({'ALARM CLOCK BAKELIKE PINK', \" 50'S CHRISTMAS GIFT BAG LARGE\"}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({\" 50'S CHRISTMAS GIFT BAG LARGE\"}), items_add=frozenset({'ALARM CLOCK BAKELIKE PINK'}), confidence=1.0, lift=11.525), OrderedStatistic(items_base=frozenset({'ALARM CLOCK BAKELIKE PINK'}), items_add=frozenset({\" 50'S CHRISTMAS GIFT BAG LARGE\"}), confidence=0.025, lift=11.525)]),\n",
" RelationRecord(items=frozenset({\" 50'S CHRISTMAS GIFT BAG LARGE\", 'ALARM CLOCK BAKELIKE RED '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({\" 50'S CHRISTMAS GIFT BAG LARGE\"}), items_add=frozenset({'ALARM CLOCK BAKELIKE RED '}), confidence=1.0, lift=12.45945945945946), OrderedStatistic(items_base=frozenset({'ALARM CLOCK BAKELIKE RED '}), items_add=frozenset({\" 50'S CHRISTMAS GIFT BAG LARGE\"}), confidence=0.027027027027027025, lift=12.459459459459458)]),\n",
" RelationRecord(items=frozenset({\"BOX OF 6 MINI 50'S CRACKERS\", \" 50'S CHRISTMAS GIFT BAG LARGE\"}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({\" 50'S CHRISTMAS GIFT BAG LARGE\"}), items_add=frozenset({\"BOX OF 6 MINI 50'S CRACKERS\"}), confidence=1.0, lift=41.909090909090914), OrderedStatistic(items_base=frozenset({\"BOX OF 6 MINI 50'S CRACKERS\"}), items_add=frozenset({\" 50'S CHRISTMAS GIFT BAG LARGE\"}), confidence=0.09090909090909091, lift=41.90909090909091)]),\n",
" RelationRecord(items=frozenset({\" 50'S CHRISTMAS GIFT BAG LARGE\", 'BOX OF 6 MINI VINTAGE CRACKERS'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({\" 50'S CHRISTMAS GIFT BAG LARGE\"}), items_add=frozenset({'BOX OF 6 MINI VINTAGE CRACKERS'}), confidence=1.0, lift=41.909090909090914), OrderedStatistic(items_base=frozenset({'BOX OF 6 MINI VINTAGE CRACKERS'}), items_add=frozenset({\" 50'S CHRISTMAS GIFT BAG LARGE\"}), confidence=0.09090909090909091, lift=41.90909090909091)]),\n",
" RelationRecord(items=frozenset({\"CHILDREN'S SPACEBOY MUG\", \" 50'S CHRISTMAS GIFT BAG LARGE\"}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({\" 50'S CHRISTMAS GIFT BAG LARGE\"}), items_add=frozenset({\"CHILDREN'S SPACEBOY MUG\"}), confidence=1.0, lift=35.46153846153846), OrderedStatistic(items_base=frozenset({\"CHILDREN'S SPACEBOY MUG\"}), items_add=frozenset({\" 50'S CHRISTMAS GIFT BAG LARGE\"}), confidence=0.07692307692307693, lift=35.46153846153846)]),\n",
" RelationRecord(items=frozenset({'CHILDRENS DOLLY GIRL MUG', \" 50'S CHRISTMAS GIFT BAG LARGE\"}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({\" 50'S CHRISTMAS GIFT BAG LARGE\"}), items_add=frozenset({'CHILDRENS DOLLY GIRL MUG'}), confidence=1.0, lift=51.22222222222222), OrderedStatistic(items_base=frozenset({'CHILDRENS DOLLY GIRL MUG'}), items_add=frozenset({\" 50'S CHRISTMAS GIFT BAG LARGE\"}), confidence=0.11111111111111112, lift=51.22222222222222)]),\n",
" RelationRecord(items=frozenset({'COFFEE MUG CAT + BIRD DESIGN', \" 50'S CHRISTMAS GIFT BAG LARGE\"}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({\" 50'S CHRISTMAS GIFT BAG LARGE\"}), items_add=frozenset({'COFFEE MUG CAT + BIRD DESIGN'}), confidence=1.0, lift=32.92857142857143), OrderedStatistic(items_base=frozenset({'COFFEE MUG CAT + BIRD DESIGN'}), items_add=frozenset({\" 50'S CHRISTMAS GIFT BAG LARGE\"}), confidence=0.07142857142857144, lift=32.92857142857143)]),\n",
" RelationRecord(items=frozenset({'GIFT BAG PSYCHEDELIC APPLES', \" 50'S CHRISTMAS GIFT BAG LARGE\"}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({\" 50'S CHRISTMAS GIFT BAG LARGE\"}), items_add=frozenset({'GIFT BAG PSYCHEDELIC APPLES'}), confidence=1.0, lift=461.0), OrderedStatistic(items_base=frozenset({'GIFT BAG PSYCHEDELIC APPLES'}), items_add=frozenset({\" 50'S CHRISTMAS GIFT BAG LARGE\"}), confidence=1.0, lift=461.0)]),\n",
" RelationRecord(items=frozenset({'ICE CREAM SUNDAE LIP GLOSS', \" 50'S CHRISTMAS GIFT BAG LARGE\"}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({\" 50'S CHRISTMAS GIFT BAG LARGE\"}), items_add=frozenset({'ICE CREAM SUNDAE LIP GLOSS'}), confidence=1.0, lift=24.26315789473684), OrderedStatistic(items_base=frozenset({'ICE CREAM SUNDAE LIP GLOSS'}), items_add=frozenset({\" 50'S CHRISTMAS GIFT BAG LARGE\"}), confidence=0.05263157894736842, lift=24.26315789473684)]),\n",
" RelationRecord(items=frozenset({'LONDON BUS COFFEE MUG', \" 50'S CHRISTMAS GIFT BAG LARGE\"}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({\" 50'S CHRISTMAS GIFT BAG LARGE\"}), items_add=frozenset({'LONDON BUS COFFEE MUG'}), confidence=1.0, lift=28.8125), OrderedStatistic(items_base=frozenset({'LONDON BUS COFFEE MUG'}), items_add=frozenset({\" 50'S CHRISTMAS GIFT BAG LARGE\"}), confidence=0.0625, lift=28.8125)]),\n",
" RelationRecord(items=frozenset({\" 50'S CHRISTMAS GIFT BAG LARGE\", 'LUNCH BAG DOLLY GIRL DESIGN'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({\" 50'S CHRISTMAS GIFT BAG LARGE\"}), items_add=frozenset({'LUNCH BAG DOLLY GIRL DESIGN'}), confidence=1.0, lift=13.558823529411766), OrderedStatistic(items_base=frozenset({'LUNCH BAG DOLLY GIRL DESIGN'}), items_add=frozenset({\" 50'S CHRISTMAS GIFT BAG LARGE\"}), confidence=0.029411764705882356, lift=13.558823529411766)]),\n",
" RelationRecord(items=frozenset({'LUNCH BAG WOODLAND', \" 50'S CHRISTMAS GIFT BAG LARGE\"}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({\" 50'S CHRISTMAS GIFT BAG LARGE\"}), items_add=frozenset({'LUNCH BAG WOODLAND'}), confidence=1.0, lift=9.808510638297873), OrderedStatistic(items_base=frozenset({'LUNCH BAG WOODLAND'}), items_add=frozenset({\" 50'S CHRISTMAS GIFT BAG LARGE\"}), confidence=0.021276595744680854, lift=9.808510638297873)]),\n",
" RelationRecord(items=frozenset({'RABBIT NIGHT LIGHT', \" 50'S CHRISTMAS GIFT BAG LARGE\"}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({\" 50'S CHRISTMAS GIFT BAG LARGE\"}), items_add=frozenset({'RABBIT NIGHT LIGHT'}), confidence=1.0, lift=6.1466666666666665), OrderedStatistic(items_base=frozenset({'RABBIT NIGHT LIGHT'}), items_add=frozenset({\" 50'S CHRISTMAS GIFT BAG LARGE\"}), confidence=0.013333333333333334, lift=6.1466666666666665)]),\n",
" RelationRecord(items=frozenset({'ROLL WRAP VINTAGE CHRISTMAS', \" 50'S CHRISTMAS GIFT BAG LARGE\"}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({\" 50'S CHRISTMAS GIFT BAG LARGE\"}), items_add=frozenset({'ROLL WRAP VINTAGE CHRISTMAS'}), confidence=1.0, lift=57.625), OrderedStatistic(items_base=frozenset({'ROLL WRAP VINTAGE CHRISTMAS'}), items_add=frozenset({\" 50'S CHRISTMAS GIFT BAG LARGE\"}), confidence=0.125, lift=57.625)]),\n",
" RelationRecord(items=frozenset({'SET 7 BABUSHKA NESTING BOXES', \" 50'S CHRISTMAS GIFT BAG LARGE\"}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({\" 50'S CHRISTMAS GIFT BAG LARGE\"}), items_add=frozenset({'SET 7 BABUSHKA NESTING BOXES'}), confidence=1.0, lift=41.909090909090914), OrderedStatistic(items_base=frozenset({'SET 7 BABUSHKA NESTING BOXES'}), items_add=frozenset({\" 50'S CHRISTMAS GIFT BAG LARGE\"}), confidence=0.09090909090909091, lift=41.90909090909091)]),\n",
" RelationRecord(items=frozenset({'VINTAGE DOILY DELUXE SEWING KIT ', \" 50'S CHRISTMAS GIFT BAG LARGE\"}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({\" 50'S CHRISTMAS GIFT BAG LARGE\"}), items_add=frozenset({'VINTAGE DOILY DELUXE SEWING KIT '}), confidence=1.0, lift=115.25), OrderedStatistic(items_base=frozenset({'VINTAGE DOILY DELUXE SEWING KIT '}), items_add=frozenset({\" 50'S CHRISTMAS GIFT BAG LARGE\"}), confidence=0.25, lift=115.25)]),\n",
" RelationRecord(items=frozenset({'VINTAGE DOILY TRAVEL SEWING KIT', \" 50'S CHRISTMAS GIFT BAG LARGE\"}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({\" 50'S CHRISTMAS GIFT BAG LARGE\"}), items_add=frozenset({'VINTAGE DOILY TRAVEL SEWING KIT'}), confidence=1.0, lift=51.22222222222222), OrderedStatistic(items_base=frozenset({'VINTAGE DOILY TRAVEL SEWING KIT'}), items_add=frozenset({\" 50'S CHRISTMAS GIFT BAG LARGE\"}), confidence=0.11111111111111112, lift=51.22222222222222)]),\n",
" RelationRecord(items=frozenset({'WRAP RED VINTAGE DOILY', \" 50'S CHRISTMAS GIFT BAG LARGE\"}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({\" 50'S CHRISTMAS GIFT BAG LARGE\"}), items_add=frozenset({'WRAP RED VINTAGE DOILY'}), confidence=1.0, lift=230.5), OrderedStatistic(items_base=frozenset({'WRAP RED VINTAGE DOILY'}), items_add=frozenset({\" 50'S CHRISTMAS GIFT BAG LARGE\"}), confidence=0.5, lift=230.5)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', '10 COLOUR SPACEBOY PEN'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'10 COLOUR SPACEBOY PEN'}), confidence=0.22222222222222224, lift=8.537037037037038), OrderedStatistic(items_base=frozenset({'10 COLOUR SPACEBOY PEN'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.16666666666666669, lift=8.537037037037038)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', '12 MESSAGE CARDS WITH ENVELOPES'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'12 MESSAGE CARDS WITH ENVELOPES'}), confidence=0.11111111111111112, lift=25.61111111111111), OrderedStatistic(items_base=frozenset({'12 MESSAGE CARDS WITH ENVELOPES'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.5, lift=25.61111111111111)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', '12 PENCILS TALL TUBE RED RETROSPOT'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'12 PENCILS TALL TUBE RED RETROSPOT'}), confidence=0.11111111111111112, lift=5.122222222222223), OrderedStatistic(items_base=frozenset({'12 PENCILS TALL TUBE RED RETROSPOT'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.1, lift=5.122222222222223)]),\n",
" RelationRecord(items=frozenset({'12 PENCILS TALL TUBE WOODLAND', ' DOLLY GIRL BEAKER'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'12 PENCILS TALL TUBE WOODLAND'}), confidence=0.11111111111111112, lift=8.537037037037038), OrderedStatistic(items_base=frozenset({'12 PENCILS TALL TUBE WOODLAND'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.16666666666666669, lift=8.537037037037038)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', '36 PENCILS TUBE RED RETROSPOT'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'36 PENCILS TUBE RED RETROSPOT'}), confidence=0.22222222222222224, lift=5.391812865497076), OrderedStatistic(items_base=frozenset({'36 PENCILS TUBE RED RETROSPOT'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.10526315789473684, lift=5.391812865497076)]),\n",
" RelationRecord(items=frozenset({\"6 GIFT TAGS 50'S CHRISTMAS \", ' DOLLY GIRL BEAKER'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({\"6 GIFT TAGS 50'S CHRISTMAS \"}), confidence=0.11111111111111112, lift=7.317460317460318), OrderedStatistic(items_base=frozenset({\"6 GIFT TAGS 50'S CHRISTMAS \"}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.14285714285714288, lift=7.317460317460318)]),\n",
" RelationRecord(items=frozenset({'6 GIFT TAGS VINTAGE CHRISTMAS ', ' DOLLY GIRL BEAKER'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'6 GIFT TAGS VINTAGE CHRISTMAS '}), confidence=0.11111111111111112, lift=5.122222222222223), OrderedStatistic(items_base=frozenset({'6 GIFT TAGS VINTAGE CHRISTMAS '}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.1, lift=5.122222222222223)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'ABC TREASURE BOOK BOX '}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'ABC TREASURE BOOK BOX '}), confidence=0.22222222222222224, lift=14.634920634920636), OrderedStatistic(items_base=frozenset({'ABC TREASURE BOOK BOX '}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.28571428571428575, lift=14.634920634920636)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'AIRLINE BAG VINTAGE JET SET RED'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'AIRLINE BAG VINTAGE JET SET RED'}), confidence=0.11111111111111112, lift=8.537037037037038), OrderedStatistic(items_base=frozenset({'AIRLINE BAG VINTAGE JET SET RED'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.16666666666666669, lift=8.537037037037038)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'AIRLINE BAG VINTAGE TOKYO 78'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'AIRLINE BAG VINTAGE TOKYO 78'}), confidence=0.11111111111111112, lift=17.074074074074076), OrderedStatistic(items_base=frozenset({'AIRLINE BAG VINTAGE TOKYO 78'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.33333333333333337, lift=17.074074074074076)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'ALARM CLOCK BAKELIKE CHOCOLATE'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'ALARM CLOCK BAKELIKE CHOCOLATE'}), confidence=0.11111111111111112, lift=4.656565656565657), OrderedStatistic(items_base=frozenset({'ALARM CLOCK BAKELIKE CHOCOLATE'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.09090909090909091, lift=4.656565656565657)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'ALARM CLOCK BAKELIKE GREEN'}), support=0.006507592190889371, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'ALARM CLOCK BAKELIKE GREEN'}), confidence=0.3333333333333333, lift=3.94017094017094), OrderedStatistic(items_base=frozenset({'ALARM CLOCK BAKELIKE GREEN'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.07692307692307693, lift=3.9401709401709404)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'ALARM CLOCK BAKELIKE IVORY'}), support=0.006507592190889371, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'ALARM CLOCK BAKELIKE IVORY'}), confidence=0.3333333333333333, lift=12.805555555555555), OrderedStatistic(items_base=frozenset({'ALARM CLOCK BAKELIKE IVORY'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.25, lift=12.805555555555555)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'ALARM CLOCK BAKELIKE ORANGE'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'ALARM CLOCK BAKELIKE ORANGE'}), confidence=0.22222222222222224, lift=6.026143790849674), OrderedStatistic(items_base=frozenset({'ALARM CLOCK BAKELIKE ORANGE'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.11764705882352942, lift=6.026143790849674)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'ALARM CLOCK BAKELIKE PINK'}), support=0.006507592190889371, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'ALARM CLOCK BAKELIKE PINK'}), confidence=0.3333333333333333, lift=3.8416666666666663), OrderedStatistic(items_base=frozenset({'ALARM CLOCK BAKELIKE PINK'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.075, lift=3.8416666666666663)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'ALARM CLOCK BAKELIKE RED '}), support=0.006507592190889371, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'ALARM CLOCK BAKELIKE RED '}), confidence=0.3333333333333333, lift=4.153153153153153), OrderedStatistic(items_base=frozenset({'ALARM CLOCK BAKELIKE RED '}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.08108108108108107, lift=4.153153153153153)]),\n",
" RelationRecord(items=frozenset({'ASSORTED COLOUR BIRD ORNAMENT', ' DOLLY GIRL BEAKER'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'ASSORTED COLOUR BIRD ORNAMENT'}), confidence=0.11111111111111112, lift=3.013071895424837), OrderedStatistic(items_base=frozenset({'ASSORTED COLOUR BIRD ORNAMENT'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.05882352941176471, lift=3.013071895424837)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'ASSORTED COLOURS SILK FAN'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'ASSORTED COLOURS SILK FAN'}), confidence=0.11111111111111112, lift=17.074074074074076), OrderedStatistic(items_base=frozenset({'ASSORTED COLOURS SILK FAN'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.33333333333333337, lift=17.074074074074076)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'ASSORTED TUTTI FRUTTI MIRROR'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'ASSORTED TUTTI FRUTTI MIRROR'}), confidence=0.11111111111111112, lift=51.22222222222222), OrderedStatistic(items_base=frozenset({'ASSORTED TUTTI FRUTTI MIRROR'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=1.0, lift=51.22222222222222)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'ASSTD DESIGN RACING CAR PEN'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'ASSTD DESIGN RACING CAR PEN'}), confidence=0.11111111111111112, lift=51.22222222222222), OrderedStatistic(items_base=frozenset({'ASSTD DESIGN RACING CAR PEN'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=1.0, lift=51.22222222222222)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'BALLOONS WRITING SET '}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'BALLOONS WRITING SET '}), confidence=0.22222222222222224, lift=20.48888888888889), OrderedStatistic(items_base=frozenset({'BALLOONS WRITING SET '}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.4, lift=20.48888888888889)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'BIRD DECORATION RED RETROSPOT'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'BIRD DECORATION RED RETROSPOT'}), confidence=0.22222222222222224, lift=20.48888888888889), OrderedStatistic(items_base=frozenset({'BIRD DECORATION RED RETROSPOT'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.4, lift=20.48888888888889)]),\n",
" RelationRecord(items=frozenset({'BISCUIT TIN VINTAGE GREEN', ' DOLLY GIRL BEAKER'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'BISCUIT TIN VINTAGE GREEN'}), confidence=0.11111111111111112, lift=51.22222222222222), OrderedStatistic(items_base=frozenset({'BISCUIT TIN VINTAGE GREEN'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=1.0, lift=51.22222222222222)]),\n",
" RelationRecord(items=frozenset({'BISCUIT TIN VINTAGE RED', ' DOLLY GIRL BEAKER'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'BISCUIT TIN VINTAGE RED'}), confidence=0.11111111111111112, lift=10.244444444444445), OrderedStatistic(items_base=frozenset({'BISCUIT TIN VINTAGE RED'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.2, lift=10.244444444444445)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'BLUE VINTAGE SPOT BEAKER'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'BLUE VINTAGE SPOT BEAKER'}), confidence=0.11111111111111112, lift=6.402777777777778), OrderedStatistic(items_base=frozenset({'BLUE VINTAGE SPOT BEAKER'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.125, lift=6.402777777777778)]),\n",
" RelationRecord(items=frozenset({'BOX OF 24 COCKTAIL PARASOLS', ' DOLLY GIRL BEAKER'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'BOX OF 24 COCKTAIL PARASOLS'}), confidence=0.22222222222222224, lift=12.805555555555555), OrderedStatistic(items_base=frozenset({'BOX OF 24 COCKTAIL PARASOLS'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.25, lift=12.805555555555555)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'BROWN CHECK CAT DOORSTOP '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'BROWN CHECK CAT DOORSTOP '}), confidence=0.11111111111111112, lift=51.22222222222222), OrderedStatistic(items_base=frozenset({'BROWN CHECK CAT DOORSTOP '}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=1.0, lift=51.22222222222222)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'BUFFALO BILL TREASURE BOOK BOX'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'BUFFALO BILL TREASURE BOOK BOX'}), confidence=0.11111111111111112, lift=51.22222222222222), OrderedStatistic(items_base=frozenset({'BUFFALO BILL TREASURE BOOK BOX'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=1.0, lift=51.22222222222222)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'BUNDLE OF 3 ALPHABET EXERCISE BOOKS'}), support=0.006507592190889371, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'BUNDLE OF 3 ALPHABET EXERCISE BOOKS'}), confidence=0.3333333333333333, lift=10.244444444444445), OrderedStatistic(items_base=frozenset({'BUNDLE OF 3 ALPHABET EXERCISE BOOKS'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.2, lift=10.244444444444445)]),\n",
" RelationRecord(items=frozenset({'BUNDLE OF 3 RETRO NOTE BOOKS', ' DOLLY GIRL BEAKER'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'BUNDLE OF 3 RETRO NOTE BOOKS'}), confidence=0.22222222222222224, lift=12.805555555555555), OrderedStatistic(items_base=frozenset({'BUNDLE OF 3 RETRO NOTE BOOKS'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.25, lift=12.805555555555555)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'BUNDLE OF 3 SCHOOL EXERCISE BOOKS '}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'BUNDLE OF 3 SCHOOL EXERCISE BOOKS '}), confidence=0.22222222222222224, lift=11.382716049382717), OrderedStatistic(items_base=frozenset({'BUNDLE OF 3 SCHOOL EXERCISE BOOKS '}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.22222222222222224, lift=11.382716049382717)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'CAMOUFLAGE LED TORCH'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'CAMOUFLAGE LED TORCH'}), confidence=0.11111111111111112, lift=25.61111111111111), OrderedStatistic(items_base=frozenset({'CAMOUFLAGE LED TORCH'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.5, lift=25.61111111111111)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'CARD BILLBOARD FONT'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'CARD BILLBOARD FONT'}), confidence=0.11111111111111112, lift=12.805555555555555), OrderedStatistic(items_base=frozenset({'CARD BILLBOARD FONT'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.25, lift=12.805555555555555)]),\n",
" RelationRecord(items=frozenset({'CARD CIRCUS PARADE', ' DOLLY GIRL BEAKER'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'CARD CIRCUS PARADE'}), confidence=0.11111111111111112, lift=5.691358024691358), OrderedStatistic(items_base=frozenset({'CARD CIRCUS PARADE'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.11111111111111112, lift=5.691358024691358)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'CARD DOLLY GIRL '}), support=0.006507592190889371, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'CARD DOLLY GIRL '}), confidence=0.3333333333333333, lift=12.805555555555555), OrderedStatistic(items_base=frozenset({'CARD DOLLY GIRL '}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.25, lift=12.805555555555555)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'CARD GINGHAM ROSE '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'CARD GINGHAM ROSE '}), confidence=0.11111111111111112, lift=10.244444444444445), OrderedStatistic(items_base=frozenset({'CARD GINGHAM ROSE '}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.2, lift=10.244444444444445)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'CARD SUKI BIRTHDAY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'CARD SUKI BIRTHDAY'}), confidence=0.11111111111111112, lift=25.61111111111111), OrderedStatistic(items_base=frozenset({'CARD SUKI BIRTHDAY'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.5, lift=25.61111111111111)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'CARD WEDDING DAY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'CARD WEDDING DAY'}), confidence=0.11111111111111112, lift=17.074074074074076), OrderedStatistic(items_base=frozenset({'CARD WEDDING DAY'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.33333333333333337, lift=17.074074074074076)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'CERAMIC STRAWBERRY CAKE MONEY BANK'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'CERAMIC STRAWBERRY CAKE MONEY BANK'}), confidence=0.11111111111111112, lift=10.244444444444445), OrderedStatistic(items_base=frozenset({'CERAMIC STRAWBERRY CAKE MONEY BANK'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.2, lift=10.244444444444445)]),\n",
" RelationRecord(items=frozenset({'CHARLOTTE BAG APPLES DESIGN', ' DOLLY GIRL BEAKER'}), support=0.006507592190889371, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'CHARLOTTE BAG APPLES DESIGN'}), confidence=0.3333333333333333, lift=5.6913580246913575), OrderedStatistic(items_base=frozenset({'CHARLOTTE BAG APPLES DESIGN'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.1111111111111111, lift=5.6913580246913575)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'CHARLOTTE BAG DOLLY GIRL DESIGN'}), support=0.010845986984815618, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'CHARLOTTE BAG DOLLY GIRL DESIGN'}), confidence=0.5555555555555556, lift=9.850427350427351), OrderedStatistic(items_base=frozenset({'CHARLOTTE BAG DOLLY GIRL DESIGN'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.19230769230769232, lift=9.850427350427351)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'CHARLOTTE BAG PINK POLKADOT'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'CHARLOTTE BAG PINK POLKADOT'}), confidence=0.22222222222222224, lift=4.454106280193237), OrderedStatistic(items_base=frozenset({'CHARLOTTE BAG PINK POLKADOT'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.08695652173913043, lift=4.454106280193237)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'CHARLOTTE BAG SUKI DESIGN'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'CHARLOTTE BAG SUKI DESIGN'}), confidence=0.22222222222222224, lift=6.026143790849674), OrderedStatistic(items_base=frozenset({'CHARLOTTE BAG SUKI DESIGN'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.11764705882352942, lift=6.026143790849674)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'CHARLOTTE BAG VINTAGE ALPHABET '}), support=0.006507592190889371, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'CHARLOTTE BAG VINTAGE ALPHABET '}), confidence=0.3333333333333333, lift=38.416666666666664), OrderedStatistic(items_base=frozenset({'CHARLOTTE BAG VINTAGE ALPHABET '}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.75, lift=38.416666666666664)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', \"CHILDREN'S CIRCUS PARADE MUG\"}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({\"CHILDREN'S CIRCUS PARADE MUG\"}), confidence=0.11111111111111112, lift=4.268518518518519), OrderedStatistic(items_base=frozenset({\"CHILDREN'S CIRCUS PARADE MUG\"}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.08333333333333334, lift=4.268518518518519)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', \"CHILDREN'S SPACEBOY MUG\"}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({\"CHILDREN'S SPACEBOY MUG\"}), confidence=0.11111111111111112, lift=3.940170940170941), OrderedStatistic(items_base=frozenset({\"CHILDREN'S SPACEBOY MUG\"}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.07692307692307693, lift=3.9401709401709404)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'CHILDRENS APRON APPLES DESIGN'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'CHILDRENS APRON APPLES DESIGN'}), confidence=0.22222222222222224, lift=6.026143790849674), OrderedStatistic(items_base=frozenset({'CHILDRENS APRON APPLES DESIGN'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.11764705882352942, lift=6.026143790849674)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'CHILDRENS CUTLERY DOLLY GIRL '}), support=0.006507592190889371, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'CHILDRENS CUTLERY DOLLY GIRL '}), confidence=0.3333333333333333, lift=5.298850574712643), OrderedStatistic(items_base=frozenset({'CHILDRENS CUTLERY DOLLY GIRL '}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.10344827586206895, lift=5.298850574712643)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'CHILDRENS CUTLERY SPACEBOY '}), support=0.006507592190889371, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'CHILDRENS CUTLERY SPACEBOY '}), confidence=0.3333333333333333, lift=5.6913580246913575), OrderedStatistic(items_base=frozenset({'CHILDRENS CUTLERY SPACEBOY '}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.1111111111111111, lift=5.6913580246913575)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'CHILDRENS DOLLY GIRL MUG'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'CHILDRENS DOLLY GIRL MUG'}), confidence=0.11111111111111112, lift=5.691358024691358), OrderedStatistic(items_base=frozenset({'CHILDRENS DOLLY GIRL MUG'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.11111111111111112, lift=5.691358024691358)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'CHILDRENS TOY COOKING UTENSIL SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'CHILDRENS TOY COOKING UTENSIL SET'}), confidence=0.11111111111111112, lift=17.074074074074076), OrderedStatistic(items_base=frozenset({'CHILDRENS TOY COOKING UTENSIL SET'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.33333333333333337, lift=17.074074074074076)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'CHILDS BREAKFAST SET DOLLY GIRL '}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'CHILDS BREAKFAST SET DOLLY GIRL '}), confidence=0.22222222222222224, lift=7.880341880341882), OrderedStatistic(items_base=frozenset({'CHILDS BREAKFAST SET DOLLY GIRL '}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.15384615384615385, lift=7.880341880341881)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'CIRCUS PARADE LUNCH BOX '}), support=0.006507592190889371, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'CIRCUS PARADE LUNCH BOX '}), confidence=0.3333333333333333, lift=5.6913580246913575), OrderedStatistic(items_base=frozenset({'CIRCUS PARADE LUNCH BOX '}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.1111111111111111, lift=5.6913580246913575)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'CLOTHES PEGS RETROSPOT PACK 24 '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'CLOTHES PEGS RETROSPOT PACK 24 '}), confidence=0.11111111111111112, lift=3.201388888888889), OrderedStatistic(items_base=frozenset({'CLOTHES PEGS RETROSPOT PACK 24 '}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.0625, lift=3.201388888888889)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'COFFEE MUG APPLES DESIGN'}), support=0.006507592190889371, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'COFFEE MUG APPLES DESIGN'}), confidence=0.3333333333333333, lift=5.488095238095238), OrderedStatistic(items_base=frozenset({'COFFEE MUG APPLES DESIGN'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.10714285714285715, lift=5.488095238095238)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'COFFEE MUG CAT + BIRD DESIGN'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'COFFEE MUG CAT + BIRD DESIGN'}), confidence=0.11111111111111112, lift=3.658730158730159), OrderedStatistic(items_base=frozenset({'COFFEE MUG CAT + BIRD DESIGN'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.07142857142857144, lift=3.658730158730159)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'COFFEE MUG PEARS DESIGN'}), support=0.006507592190889371, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'COFFEE MUG PEARS DESIGN'}), confidence=0.3333333333333333, lift=8.537037037037036), OrderedStatistic(items_base=frozenset({'COFFEE MUG PEARS DESIGN'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.16666666666666666, lift=8.537037037037036)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'COWBOYS AND INDIANS BIRTHDAY CARD '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'COWBOYS AND INDIANS BIRTHDAY CARD '}), confidence=0.11111111111111112, lift=5.691358024691358), OrderedStatistic(items_base=frozenset({'COWBOYS AND INDIANS BIRTHDAY CARD '}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.11111111111111112, lift=5.691358024691358)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'DAISIES HONEYCOMB GARLAND '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'DAISIES HONEYCOMB GARLAND '}), confidence=0.11111111111111112, lift=51.22222222222222), OrderedStatistic(items_base=frozenset({'DAISIES HONEYCOMB GARLAND '}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=1.0, lift=51.22222222222222)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'DINOSAUR LUNCH BOX WITH CUTLERY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'DINOSAUR LUNCH BOX WITH CUTLERY'}), confidence=0.11111111111111112, lift=7.317460317460318), OrderedStatistic(items_base=frozenset({'DINOSAUR LUNCH BOX WITH CUTLERY'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.14285714285714288, lift=7.317460317460318)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'DINOSAURS WRITING SET '}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'DINOSAURS WRITING SET '}), confidence=0.22222222222222224, lift=51.22222222222222), OrderedStatistic(items_base=frozenset({'DINOSAURS WRITING SET '}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=1.0, lift=51.22222222222222)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'DOLLY GIRL CHILDRENS BOWL'}), support=0.015184381778741865, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'DOLLY GIRL CHILDRENS BOWL'}), confidence=0.7777777777777777, lift=19.91975308641975), OrderedStatistic(items_base=frozenset({'DOLLY GIRL CHILDRENS BOWL'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.38888888888888884, lift=19.91975308641975)]),\n",
" RelationRecord(items=frozenset({'DOLLY GIRL CHILDRENS CUP', ' DOLLY GIRL BEAKER'}), support=0.013015184381778741, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'DOLLY GIRL CHILDRENS CUP'}), confidence=0.6666666666666666, lift=19.208333333333332), OrderedStatistic(items_base=frozenset({'DOLLY GIRL CHILDRENS CUP'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.375, lift=19.208333333333332)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'DOLLY GIRL CHILDRENS EGG CUP'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'DOLLY GIRL CHILDRENS EGG CUP'}), confidence=0.11111111111111112, lift=8.537037037037038), OrderedStatistic(items_base=frozenset({'DOLLY GIRL CHILDRENS EGG CUP'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.16666666666666669, lift=8.537037037037038)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'DOORMAT RED RETROSPOT'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'DOORMAT RED RETROSPOT'}), confidence=0.11111111111111112, lift=5.122222222222223), OrderedStatistic(items_base=frozenset({'DOORMAT RED RETROSPOT'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.1, lift=5.122222222222223)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'EDWARDIAN PARASOL RED'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'EDWARDIAN PARASOL RED'}), confidence=0.11111111111111112, lift=3.940170940170941), OrderedStatistic(items_base=frozenset({'EDWARDIAN PARASOL RED'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.07692307692307693, lift=3.9401709401709404)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'ELEPHANT, BIRTHDAY CARD, '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'ELEPHANT, BIRTHDAY CARD, '}), confidence=0.11111111111111112, lift=8.537037037037038), OrderedStatistic(items_base=frozenset({'ELEPHANT, BIRTHDAY CARD, '}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.16666666666666669, lift=8.537037037037038)]),\n",
" RelationRecord(items=frozenset({'FAIRY TALE COTTAGE NIGHTLIGHT', ' DOLLY GIRL BEAKER'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'FAIRY TALE COTTAGE NIGHTLIGHT'}), confidence=0.11111111111111112, lift=7.317460317460318), OrderedStatistic(items_base=frozenset({'FAIRY TALE COTTAGE NIGHTLIGHT'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.14285714285714288, lift=7.317460317460318)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'FAWN BLUE HOT WATER BOTTLE'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'FAWN BLUE HOT WATER BOTTLE'}), confidence=0.11111111111111112, lift=3.940170940170941), OrderedStatistic(items_base=frozenset({'FAWN BLUE HOT WATER BOTTLE'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.07692307692307693, lift=3.9401709401709404)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'FELT EGG COSY CHICKEN'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'FELT EGG COSY CHICKEN'}), confidence=0.11111111111111112, lift=25.61111111111111), OrderedStatistic(items_base=frozenset({'FELT EGG COSY CHICKEN'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.5, lift=25.61111111111111)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'FELTCRAFT CHRISTMAS FAIRY'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'FELTCRAFT CHRISTMAS FAIRY'}), confidence=0.22222222222222224, lift=11.382716049382717), OrderedStatistic(items_base=frozenset({'FELTCRAFT CHRISTMAS FAIRY'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.22222222222222224, lift=11.382716049382717)]),\n",
" RelationRecord(items=frozenset({'FELTCRAFT PRINCESS LOLA DOLL', ' DOLLY GIRL BEAKER'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'FELTCRAFT PRINCESS LOLA DOLL'}), confidence=0.22222222222222224, lift=7.880341880341882), OrderedStatistic(items_base=frozenset({'FELTCRAFT PRINCESS LOLA DOLL'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.15384615384615385, lift=7.880341880341881)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'FLYING PIG WATERING CAN'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'FLYING PIG WATERING CAN'}), confidence=0.11111111111111112, lift=51.22222222222222), OrderedStatistic(items_base=frozenset({'FLYING PIG WATERING CAN'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=1.0, lift=51.22222222222222)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'GIRLS VINTAGE TIN SEASIDE BUCKET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'GIRLS VINTAGE TIN SEASIDE BUCKET'}), confidence=0.11111111111111112, lift=12.805555555555555), OrderedStatistic(items_base=frozenset({'GIRLS VINTAGE TIN SEASIDE BUCKET'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.25, lift=12.805555555555555)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'GREEN VINTAGE SPOT BEAKER'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'GREEN VINTAGE SPOT BEAKER'}), confidence=0.11111111111111112, lift=12.805555555555555), OrderedStatistic(items_base=frozenset({'GREEN VINTAGE SPOT BEAKER'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.25, lift=12.805555555555555)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'GYMKHANA TREASURE BOOK BOX'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'GYMKHANA TREASURE BOOK BOX'}), confidence=0.22222222222222224, lift=25.61111111111111), OrderedStatistic(items_base=frozenset({'GYMKHANA TREASURE BOOK BOX'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.5, lift=25.61111111111111)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'HAND WARMER RED RETROSPOT'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'HAND WARMER RED RETROSPOT'}), confidence=0.11111111111111112, lift=17.074074074074076), OrderedStatistic(items_base=frozenset({'HAND WARMER RED RETROSPOT'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.33333333333333337, lift=17.074074074074076)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'I LOVE LONDON BEAKER'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'I LOVE LONDON BEAKER'}), confidence=0.22222222222222224, lift=20.48888888888889), OrderedStatistic(items_base=frozenset({'I LOVE LONDON BEAKER'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.4, lift=20.48888888888889)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'ICE CREAM PEN LIP GLOSS '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'ICE CREAM PEN LIP GLOSS '}), confidence=0.11111111111111112, lift=7.317460317460318), OrderedStatistic(items_base=frozenset({'ICE CREAM PEN LIP GLOSS '}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.14285714285714288, lift=7.317460317460318)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'JAM MAKING SET WITH JARS'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'JAM MAKING SET WITH JARS'}), confidence=0.11111111111111112, lift=3.658730158730159), OrderedStatistic(items_base=frozenset({'JAM MAKING SET WITH JARS'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.07142857142857144, lift=3.658730158730159)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', \"JUMBO BAG 50'S CHRISTMAS \"}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({\"JUMBO BAG 50'S CHRISTMAS \"}), confidence=0.11111111111111112, lift=6.402777777777778), OrderedStatistic(items_base=frozenset({\"JUMBO BAG 50'S CHRISTMAS \"}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.125, lift=6.402777777777778)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'JUMBO BAG ALPHABET'}), support=0.006507592190889371, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'JUMBO BAG ALPHABET'}), confidence=0.3333333333333333, lift=19.208333333333332), OrderedStatistic(items_base=frozenset({'JUMBO BAG ALPHABET'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.375, lift=19.208333333333332)]),\n",
" RelationRecord(items=frozenset({'JUMBO BAG APPLES', ' DOLLY GIRL BEAKER'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'JUMBO BAG APPLES'}), confidence=0.22222222222222224, lift=3.940170940170941), OrderedStatistic(items_base=frozenset({'JUMBO BAG APPLES'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.07692307692307693, lift=3.9401709401709404)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'JUMBO BAG DOILEY PATTERNS'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'JUMBO BAG DOILEY PATTERNS'}), confidence=0.11111111111111112, lift=5.122222222222223), OrderedStatistic(items_base=frozenset({'JUMBO BAG DOILEY PATTERNS'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.1, lift=5.122222222222223)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'JUMBO BAG DOLLY GIRL DESIGN'}), support=0.006507592190889371, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'JUMBO BAG DOLLY GIRL DESIGN'}), confidence=0.3333333333333333, lift=13.969696969696969), OrderedStatistic(items_base=frozenset({'JUMBO BAG DOLLY GIRL DESIGN'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.2727272727272727, lift=13.969696969696969)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'JUMBO BAG PEARS'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'JUMBO BAG PEARS'}), confidence=0.22222222222222224, lift=7.317460317460318), OrderedStatistic(items_base=frozenset({'JUMBO BAG PEARS'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.14285714285714288, lift=7.317460317460318)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'JUMBO BAG PINK POLKADOT'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'JUMBO BAG PINK POLKADOT'}), confidence=0.11111111111111112, lift=3.4148148148148154), OrderedStatistic(items_base=frozenset({'JUMBO BAG PINK POLKADOT'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.06666666666666668, lift=3.4148148148148154)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'JUMBO BAG SPACEBOY DESIGN'}), support=0.006507592190889371, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'JUMBO BAG SPACEBOY DESIGN'}), confidence=0.3333333333333333, lift=6.1466666666666665), OrderedStatistic(items_base=frozenset({'JUMBO BAG SPACEBOY DESIGN'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.12, lift=6.1466666666666665)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'JUMBO BAG STRAWBERRY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'JUMBO BAG STRAWBERRY'}), confidence=0.11111111111111112, lift=17.074074074074076), OrderedStatistic(items_base=frozenset({'JUMBO BAG STRAWBERRY'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.33333333333333337, lift=17.074074074074076)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'JUMBO BAG VINTAGE CHRISTMAS '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'JUMBO BAG VINTAGE CHRISTMAS '}), confidence=0.11111111111111112, lift=10.244444444444445), OrderedStatistic(items_base=frozenset({'JUMBO BAG VINTAGE CHRISTMAS '}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.2, lift=10.244444444444445)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'JUMBO BAG VINTAGE LEAF'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'JUMBO BAG VINTAGE LEAF'}), confidence=0.11111111111111112, lift=3.201388888888889), OrderedStatistic(items_base=frozenset({'JUMBO BAG VINTAGE LEAF'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.0625, lift=3.201388888888889)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'JUMBO STORAGE BAG SUKI'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'JUMBO STORAGE BAG SUKI'}), confidence=0.11111111111111112, lift=3.658730158730159), OrderedStatistic(items_base=frozenset({'JUMBO STORAGE BAG SUKI'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.07142857142857144, lift=3.658730158730159)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'LOVE GARLAND PAINTED ZINC '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'LOVE GARLAND PAINTED ZINC '}), confidence=0.11111111111111112, lift=51.22222222222222), OrderedStatistic(items_base=frozenset({'LOVE GARLAND PAINTED ZINC '}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=1.0, lift=51.22222222222222)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'LOVELY BONBON STICKER SHEET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'LOVELY BONBON STICKER SHEET'}), confidence=0.11111111111111112, lift=12.805555555555555), OrderedStatistic(items_base=frozenset({'LOVELY BONBON STICKER SHEET'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.25, lift=12.805555555555555)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'LUNCH BAG BLACK SKULL.'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'LUNCH BAG BLACK SKULL.'}), confidence=0.11111111111111112, lift=3.658730158730159), OrderedStatistic(items_base=frozenset({'LUNCH BAG BLACK SKULL.'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.07142857142857144, lift=3.658730158730159)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'LUNCH BAG ALPHABET DESIGN'}), support=0.006507592190889371, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'LUNCH BAG ALPHABET DESIGN'}), confidence=0.3333333333333333, lift=15.366666666666665), OrderedStatistic(items_base=frozenset({'LUNCH BAG ALPHABET DESIGN'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.3, lift=15.366666666666665)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'LUNCH BAG APPLE DESIGN'}), support=0.008676789587852495, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'LUNCH BAG APPLE DESIGN'}), confidence=0.4444444444444445, lift=4.097777777777778), OrderedStatistic(items_base=frozenset({'LUNCH BAG APPLE DESIGN'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.08, lift=4.097777777777778)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'LUNCH BAG CARS BLUE'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'LUNCH BAG CARS BLUE'}), confidence=0.11111111111111112, lift=4.656565656565657), OrderedStatistic(items_base=frozenset({'LUNCH BAG CARS BLUE'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.09090909090909091, lift=4.656565656565657)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'LUNCH BAG DOLLY GIRL DESIGN'}), support=0.006507592190889371, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'LUNCH BAG DOLLY GIRL DESIGN'}), confidence=0.3333333333333333, lift=4.519607843137255), OrderedStatistic(items_base=frozenset({'LUNCH BAG DOLLY GIRL DESIGN'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.08823529411764706, lift=4.519607843137255)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'LUNCH BAG PINK POLKADOT'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'LUNCH BAG PINK POLKADOT'}), confidence=0.22222222222222224, lift=6.402777777777778), OrderedStatistic(items_base=frozenset({'LUNCH BAG PINK POLKADOT'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.125, lift=6.402777777777778)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'LUNCH BAG SPACEBOY DESIGN '}), support=0.008676789587852495, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'LUNCH BAG SPACEBOY DESIGN '}), confidence=0.4444444444444445, lift=4.268518518518519), OrderedStatistic(items_base=frozenset({'LUNCH BAG SPACEBOY DESIGN '}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.08333333333333334, lift=4.268518518518519)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'LUNCH BAG VINTAGE DOILY '}), support=0.006507592190889371, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'LUNCH BAG VINTAGE DOILY '}), confidence=0.3333333333333333, lift=7.683333333333333), OrderedStatistic(items_base=frozenset({'LUNCH BAG VINTAGE DOILY '}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.15, lift=7.683333333333333)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'LUNCH BAG VINTAGE LEAF DESIGN'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'LUNCH BAG VINTAGE LEAF DESIGN'}), confidence=0.11111111111111112, lift=4.656565656565657), OrderedStatistic(items_base=frozenset({'LUNCH BAG VINTAGE LEAF DESIGN'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.09090909090909091, lift=4.656565656565657)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'LUNCH BOX I LOVE LONDON'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'LUNCH BOX I LOVE LONDON'}), confidence=0.22222222222222224, lift=3.7942386831275723), OrderedStatistic(items_base=frozenset({'LUNCH BOX I LOVE LONDON'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.07407407407407407, lift=3.794238683127572)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'MAGIC DRAWING SLATE CIRCUS PARADE '}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'MAGIC DRAWING SLATE CIRCUS PARADE '}), confidence=0.22222222222222224, lift=11.382716049382717), OrderedStatistic(items_base=frozenset({'MAGIC DRAWING SLATE CIRCUS PARADE '}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.22222222222222224, lift=11.382716049382717)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'MAGNETS PACK OF 4 CHILDHOOD MEMORY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'MAGNETS PACK OF 4 CHILDHOOD MEMORY'}), confidence=0.11111111111111112, lift=10.244444444444445), OrderedStatistic(items_base=frozenset({'MAGNETS PACK OF 4 CHILDHOOD MEMORY'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.2, lift=10.244444444444445)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'MAGNETS PACK OF 4 HOME SWEET HOME'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'MAGNETS PACK OF 4 HOME SWEET HOME'}), confidence=0.22222222222222224, lift=20.48888888888889), OrderedStatistic(items_base=frozenset({'MAGNETS PACK OF 4 HOME SWEET HOME'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.4, lift=20.48888888888889)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'MAGNETS PACK OF 4 RETRO PHOTO'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'MAGNETS PACK OF 4 RETRO PHOTO'}), confidence=0.22222222222222224, lift=17.074074074074076), OrderedStatistic(items_base=frozenset({'MAGNETS PACK OF 4 RETRO PHOTO'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.33333333333333337, lift=17.074074074074076)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'MAGNETS PACK OF 4 SWALLOWS'}), support=0.008676789587852495, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'MAGNETS PACK OF 4 SWALLOWS'}), confidence=0.4444444444444445, lift=12.052287581699348), OrderedStatistic(items_base=frozenset({'MAGNETS PACK OF 4 SWALLOWS'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.23529411764705885, lift=12.052287581699348)]),\n",
" RelationRecord(items=frozenset({'MAGNETS PACK OF 4 VINTAGE COLLAGE', ' DOLLY GIRL BEAKER'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'MAGNETS PACK OF 4 VINTAGE COLLAGE'}), confidence=0.22222222222222224, lift=14.634920634920636), OrderedStatistic(items_base=frozenset({'MAGNETS PACK OF 4 VINTAGE COLLAGE'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.28571428571428575, lift=14.634920634920636)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'MAGNETS PACK OF 4 VINTAGE LABELS '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'MAGNETS PACK OF 4 VINTAGE LABELS '}), confidence=0.11111111111111112, lift=8.537037037037038), OrderedStatistic(items_base=frozenset({'MAGNETS PACK OF 4 VINTAGE LABELS '}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.16666666666666669, lift=8.537037037037038)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'MAKE YOUR OWN FLOWERPOWER CARD KIT'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'MAKE YOUR OWN FLOWERPOWER CARD KIT'}), confidence=0.11111111111111112, lift=25.61111111111111), OrderedStatistic(items_base=frozenset({'MAKE YOUR OWN FLOWERPOWER CARD KIT'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.5, lift=25.61111111111111)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'METAL DECORATION NAUGHTY CHILDREN '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'METAL DECORATION NAUGHTY CHILDREN '}), confidence=0.11111111111111112, lift=12.805555555555555), OrderedStatistic(items_base=frozenset({'METAL DECORATION NAUGHTY CHILDREN '}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.25, lift=12.805555555555555)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'MINI PAINT SET VINTAGE '}), support=0.006507592190889371, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'MINI PAINT SET VINTAGE '}), confidence=0.3333333333333333, lift=3.7479674796747964), OrderedStatistic(items_base=frozenset({'MINI PAINT SET VINTAGE '}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.07317073170731707, lift=3.7479674796747964)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'MINI PLAYING CARDS DOLLY GIRL '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'MINI PLAYING CARDS DOLLY GIRL '}), confidence=0.11111111111111112, lift=12.805555555555555), OrderedStatistic(items_base=frozenset({'MINI PLAYING CARDS DOLLY GIRL '}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.25, lift=12.805555555555555)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'MODERN FLORAL STATIONERY SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'MODERN FLORAL STATIONERY SET'}), confidence=0.11111111111111112, lift=25.61111111111111), OrderedStatistic(items_base=frozenset({'MODERN FLORAL STATIONERY SET'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.5, lift=25.61111111111111)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'MULTICOLOUR CONFETTI IN TUBE'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'MULTICOLOUR CONFETTI IN TUBE'}), confidence=0.11111111111111112, lift=25.61111111111111), OrderedStatistic(items_base=frozenset({'MULTICOLOUR CONFETTI IN TUBE'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.5, lift=25.61111111111111)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'MULTICOLOUR 3D BALLS GARLAND'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'MULTICOLOUR 3D BALLS GARLAND'}), confidence=0.11111111111111112, lift=25.61111111111111), OrderedStatistic(items_base=frozenset({'MULTICOLOUR 3D BALLS GARLAND'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.5, lift=25.61111111111111)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'PACK OF 12 DOLLY GIRL TISSUES'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'PACK OF 12 DOLLY GIRL TISSUES'}), confidence=0.11111111111111112, lift=12.805555555555555), OrderedStatistic(items_base=frozenset({'PACK OF 12 DOLLY GIRL TISSUES'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.25, lift=12.805555555555555)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'PACK OF 6 BIRDY GIFT TAGS'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'PACK OF 6 BIRDY GIFT TAGS'}), confidence=0.11111111111111112, lift=10.244444444444445), OrderedStatistic(items_base=frozenset({'PACK OF 6 BIRDY GIFT TAGS'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.2, lift=10.244444444444445)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'PANTRY MAGNETIC SHOPPING LIST'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'PANTRY MAGNETIC SHOPPING LIST'}), confidence=0.11111111111111112, lift=12.805555555555555), OrderedStatistic(items_base=frozenset({'PANTRY MAGNETIC SHOPPING LIST'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.25, lift=12.805555555555555)]),\n",
" RelationRecord(items=frozenset({'PAPERWEIGHT CHILDHOOD MEMORIES', ' DOLLY GIRL BEAKER'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'PAPERWEIGHT CHILDHOOD MEMORIES'}), confidence=0.11111111111111112, lift=5.691358024691358), OrderedStatistic(items_base=frozenset({'PAPERWEIGHT CHILDHOOD MEMORIES'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.11111111111111112, lift=5.691358024691358)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'PAPERWEIGHT SAVE THE PLANET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'PAPERWEIGHT SAVE THE PLANET'}), confidence=0.11111111111111112, lift=12.805555555555555), OrderedStatistic(items_base=frozenset({'PAPERWEIGHT SAVE THE PLANET'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.25, lift=12.805555555555555)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'PARTY BUNTING'}), support=0.006507592190889371, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'PARTY BUNTING'}), confidence=0.3333333333333333, lift=6.984848484848484), OrderedStatistic(items_base=frozenset({'PARTY BUNTING'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.13636363636363635, lift=6.984848484848484)]),\n",
" RelationRecord(items=frozenset({'PENNY FARTHING BIRTHDAY CARD', ' DOLLY GIRL BEAKER'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'PENNY FARTHING BIRTHDAY CARD'}), confidence=0.11111111111111112, lift=7.317460317460318), OrderedStatistic(items_base=frozenset({'PENNY FARTHING BIRTHDAY CARD'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.14285714285714288, lift=7.317460317460318)]),\n",
" RelationRecord(items=frozenset({'PHOTO CUBE', ' DOLLY GIRL BEAKER'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'PHOTO CUBE'}), confidence=0.22222222222222224, lift=14.634920634920636), OrderedStatistic(items_base=frozenset({'PHOTO CUBE'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.28571428571428575, lift=14.634920634920636)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'PIG KEYRING WITH LIGHT & SOUND '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'PIG KEYRING WITH LIGHT & SOUND '}), confidence=0.11111111111111112, lift=25.61111111111111), OrderedStatistic(items_base=frozenset({'PIG KEYRING WITH LIGHT & SOUND '}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.5, lift=25.61111111111111)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'PIGGY BANK RETROSPOT '}), support=0.006507592190889371, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'PIGGY BANK RETROSPOT '}), confidence=0.3333333333333333, lift=12.805555555555555), OrderedStatistic(items_base=frozenset({'PIGGY BANK RETROSPOT '}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.25, lift=12.805555555555555)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'PINK HEART CONFETTI IN TUBE'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'PINK HEART CONFETTI IN TUBE'}), confidence=0.11111111111111112, lift=51.22222222222222), OrderedStatistic(items_base=frozenset({'PINK HEART CONFETTI IN TUBE'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=1.0, lift=51.22222222222222)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'PINK JEWELLED MIRROR TRINKET TRAY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'PINK JEWELLED MIRROR TRINKET TRAY'}), confidence=0.11111111111111112, lift=51.22222222222222), OrderedStatistic(items_base=frozenset({'PINK JEWELLED MIRROR TRINKET TRAY'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=1.0, lift=51.22222222222222)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'PINK VINTAGE PAISLEY PICNIC BAG'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'PINK VINTAGE PAISLEY PICNIC BAG'}), confidence=0.11111111111111112, lift=51.22222222222222), OrderedStatistic(items_base=frozenset({'PINK VINTAGE PAISLEY PICNIC BAG'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=1.0, lift=51.22222222222222)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'PINK VINTAGE SPOT BEAKER'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'PINK VINTAGE SPOT BEAKER'}), confidence=0.11111111111111112, lift=5.691358024691358), OrderedStatistic(items_base=frozenset({'PINK VINTAGE SPOT BEAKER'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.11111111111111112, lift=5.691358024691358)]),\n",
" RelationRecord(items=frozenset({'PLASTERS IN TIN CIRCUS PARADE ', ' DOLLY GIRL BEAKER'}), support=0.008676789587852495, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'PLASTERS IN TIN CIRCUS PARADE '}), confidence=0.4444444444444445, lift=3.013071895424837), OrderedStatistic(items_base=frozenset({'PLASTERS IN TIN CIRCUS PARADE '}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.05882352941176471, lift=3.013071895424837)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'PLASTERS IN TIN SPACEBOY'}), support=0.013015184381778741, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'PLASTERS IN TIN SPACEBOY'}), confidence=0.6666666666666666, lift=5.587878787878787), OrderedStatistic(items_base=frozenset({'PLASTERS IN TIN SPACEBOY'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.10909090909090909, lift=5.587878787878788)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'PLASTERS IN TIN VINTAGE PAISLEY '}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'PLASTERS IN TIN VINTAGE PAISLEY '}), confidence=0.22222222222222224, lift=6.829629629629631), OrderedStatistic(items_base=frozenset({'PLASTERS IN TIN VINTAGE PAISLEY '}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.13333333333333336, lift=6.829629629629631)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'PLASTERS IN TIN WOODLAND ANIMALS'}), support=0.010845986984815618, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'PLASTERS IN TIN WOODLAND ANIMALS'}), confidence=0.5555555555555556, lift=3.822553897180763), OrderedStatistic(items_base=frozenset({'PLASTERS IN TIN WOODLAND ANIMALS'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.07462686567164178, lift=3.8225538971807627)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'POLYESTER FILLER PAD 40x40cm'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'POLYESTER FILLER PAD 40x40cm'}), confidence=0.11111111111111112, lift=8.537037037037038), OrderedStatistic(items_base=frozenset({'POLYESTER FILLER PAD 40x40cm'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.16666666666666669, lift=8.537037037037038)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'PURPLE PAPER PARASOL'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'PURPLE PAPER PARASOL'}), confidence=0.11111111111111112, lift=51.22222222222222), OrderedStatistic(items_base=frozenset({'PURPLE PAPER PARASOL'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=1.0, lift=51.22222222222222)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'RAINY LADIES BIRTHDAY CARD'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'RAINY LADIES BIRTHDAY CARD'}), confidence=0.11111111111111112, lift=4.656565656565657), OrderedStatistic(items_base=frozenset({'RAINY LADIES BIRTHDAY CARD'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.09090909090909091, lift=4.656565656565657)]),\n",
" RelationRecord(items=frozenset({'RECYCLED ACAPULCO MAT BLUE', ' DOLLY GIRL BEAKER'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'RECYCLED ACAPULCO MAT BLUE'}), confidence=0.11111111111111112, lift=17.074074074074076), OrderedStatistic(items_base=frozenset({'RECYCLED ACAPULCO MAT BLUE'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.33333333333333337, lift=17.074074074074076)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'RECYCLED ACAPULCO MAT LAVENDER'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'RECYCLED ACAPULCO MAT LAVENDER'}), confidence=0.11111111111111112, lift=5.122222222222223), OrderedStatistic(items_base=frozenset({'RECYCLED ACAPULCO MAT LAVENDER'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.1, lift=5.122222222222223)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'RECYCLED ACAPULCO MAT RED'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'RECYCLED ACAPULCO MAT RED'}), confidence=0.11111111111111112, lift=3.940170940170941), OrderedStatistic(items_base=frozenset({'RECYCLED ACAPULCO MAT RED'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.07692307692307693, lift=3.9401709401709404)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'RECYCLED ACAPULCO MAT TURQUOISE'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'RECYCLED ACAPULCO MAT TURQUOISE'}), confidence=0.11111111111111112, lift=4.268518518518519), OrderedStatistic(items_base=frozenset({'RECYCLED ACAPULCO MAT TURQUOISE'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.08333333333333334, lift=4.268518518518519)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'RECYCLING BAG RETROSPOT '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'RECYCLING BAG RETROSPOT '}), confidence=0.11111111111111112, lift=5.122222222222223), OrderedStatistic(items_base=frozenset({'RECYCLING BAG RETROSPOT '}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.1, lift=5.122222222222223)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'RED RETROSPOT BOWL'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'RED RETROSPOT BOWL'}), confidence=0.11111111111111112, lift=3.4148148148148154), OrderedStatistic(items_base=frozenset({'RED RETROSPOT BOWL'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.06666666666666668, lift=3.4148148148148154)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'RED RETROSPOT CHARLOTTE BAG'}), support=0.006507592190889371, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'RED RETROSPOT CHARLOTTE BAG'}), confidence=0.3333333333333333, lift=4.0438596491228065), OrderedStatistic(items_base=frozenset({'RED RETROSPOT CHARLOTTE BAG'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.07894736842105263, lift=4.0438596491228065)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'RED RETROSPOT CHILDRENS UMBRELLA'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'RED RETROSPOT CHILDRENS UMBRELLA'}), confidence=0.22222222222222224, lift=3.658730158730159), OrderedStatistic(items_base=frozenset({'RED RETROSPOT CHILDRENS UMBRELLA'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.07142857142857144, lift=3.658730158730159)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'RED RETROSPOT PLATE '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'RED RETROSPOT PLATE '}), confidence=0.11111111111111112, lift=3.940170940170941), OrderedStatistic(items_base=frozenset({'RED RETROSPOT PLATE '}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.07692307692307693, lift=3.9401709401709404)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'RED RETROSPOT TAPE'}), support=0.006507592190889371, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'RED RETROSPOT TAPE'}), confidence=0.3333333333333333, lift=15.366666666666665), OrderedStatistic(items_base=frozenset({'RED RETROSPOT TAPE'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.3, lift=15.366666666666665)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'RED SPOTTY BISCUIT TIN'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'RED SPOTTY BISCUIT TIN'}), confidence=0.11111111111111112, lift=10.244444444444445), OrderedStatistic(items_base=frozenset({'RED SPOTTY BISCUIT TIN'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.2, lift=10.244444444444445)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'RED VINTAGE SPOT BEAKER'}), support=0.006507592190889371, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'RED VINTAGE SPOT BEAKER'}), confidence=0.3333333333333333, lift=12.805555555555555), OrderedStatistic(items_base=frozenset({'RED VINTAGE SPOT BEAKER'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.25, lift=12.805555555555555)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'REGENCY TEA PLATE ROSES '}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'REGENCY TEA PLATE ROSES '}), confidence=0.22222222222222224, lift=17.074074074074076), OrderedStatistic(items_base=frozenset({'REGENCY TEA PLATE ROSES '}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.33333333333333337, lift=17.074074074074076)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'REGENCY TEAPOT ROSES '}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'REGENCY TEAPOT ROSES '}), confidence=0.22222222222222224, lift=11.382716049382717), OrderedStatistic(items_base=frozenset({'REGENCY TEAPOT ROSES '}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.22222222222222224, lift=11.382716049382717)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', \"RETRO PLASTIC 70'S TRAY\"}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({\"RETRO PLASTIC 70'S TRAY\"}), confidence=0.11111111111111112, lift=25.61111111111111), OrderedStatistic(items_base=frozenset({\"RETRO PLASTIC 70'S TRAY\"}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.5, lift=25.61111111111111)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'RETRO PLASTIC ELEPHANT TRAY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'RETRO PLASTIC ELEPHANT TRAY'}), confidence=0.11111111111111112, lift=5.691358024691358), OrderedStatistic(items_base=frozenset({'RETRO PLASTIC ELEPHANT TRAY'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.11111111111111112, lift=5.691358024691358)]),\n",
" RelationRecord(items=frozenset({'RETROSPOT CHILDRENS APRON', ' DOLLY GIRL BEAKER'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'RETROSPOT CHILDRENS APRON'}), confidence=0.22222222222222224, lift=4.454106280193237), OrderedStatistic(items_base=frozenset({'RETROSPOT CHILDRENS APRON'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.08695652173913043, lift=4.454106280193237)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', \"ROLL WRAP 50'S RED CHRISTMAS \"}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({\"ROLL WRAP 50'S RED CHRISTMAS \"}), confidence=0.11111111111111112, lift=17.074074074074076), OrderedStatistic(items_base=frozenset({\"ROLL WRAP 50'S RED CHRISTMAS \"}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.33333333333333337, lift=17.074074074074076)]),\n",
" RelationRecord(items=frozenset({'ROLL WRAP VINTAGE SPOT ', ' DOLLY GIRL BEAKER'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'ROLL WRAP VINTAGE SPOT '}), confidence=0.11111111111111112, lift=8.537037037037038), OrderedStatistic(items_base=frozenset({'ROLL WRAP VINTAGE SPOT '}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.16666666666666669, lift=8.537037037037038)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'ROUND SNACK BOXES SET OF4 WOODLAND '}), support=0.010845986984815618, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'ROUND SNACK BOXES SET OF4 WOODLAND '}), confidence=0.5555555555555556, lift=4.001736111111112), OrderedStatistic(items_base=frozenset({'ROUND SNACK BOXES SET OF4 WOODLAND '}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.078125, lift=4.001736111111111)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'ROUND STORAGE TIN VINTAGE LEAF'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'ROUND STORAGE TIN VINTAGE LEAF'}), confidence=0.11111111111111112, lift=12.805555555555555), OrderedStatistic(items_base=frozenset({'ROUND STORAGE TIN VINTAGE LEAF'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.25, lift=12.805555555555555)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'ROUND WHITE CONFETTI IN TUBE'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'ROUND WHITE CONFETTI IN TUBE'}), confidence=0.11111111111111112, lift=51.22222222222222), OrderedStatistic(items_base=frozenset({'ROUND WHITE CONFETTI IN TUBE'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=1.0, lift=51.22222222222222)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'RUSTIC STRAWBERRY JAM POT SMALL'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'RUSTIC STRAWBERRY JAM POT SMALL'}), confidence=0.11111111111111112, lift=10.244444444444445), OrderedStatistic(items_base=frozenset({'RUSTIC STRAWBERRY JAM POT SMALL'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.2, lift=10.244444444444445)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'SAVE THE PLANET MUG'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'SAVE THE PLANET MUG'}), confidence=0.11111111111111112, lift=10.244444444444445), OrderedStatistic(items_base=frozenset({'SAVE THE PLANET MUG'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.2, lift=10.244444444444445)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'SCANDINAVIAN PAISLEY PICNIC BAG'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'SCANDINAVIAN PAISLEY PICNIC BAG'}), confidence=0.11111111111111112, lift=51.22222222222222), OrderedStatistic(items_base=frozenset({'SCANDINAVIAN PAISLEY PICNIC BAG'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=1.0, lift=51.22222222222222)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'SET 40 HEART SHAPE PETIT FOUR CASES'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'SET 40 HEART SHAPE PETIT FOUR CASES'}), confidence=0.11111111111111112, lift=17.074074074074076), OrderedStatistic(items_base=frozenset({'SET 40 HEART SHAPE PETIT FOUR CASES'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.33333333333333337, lift=17.074074074074076)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'SET 7 BABUSHKA NESTING BOXES'}), support=0.006507592190889371, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'SET 7 BABUSHKA NESTING BOXES'}), confidence=0.3333333333333333, lift=13.969696969696969), OrderedStatistic(items_base=frozenset({'SET 7 BABUSHKA NESTING BOXES'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.2727272727272727, lift=13.969696969696969)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'SET OF 10 LED DOLLY LIGHTS'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'SET OF 10 LED DOLLY LIGHTS'}), confidence=0.22222222222222224, lift=6.829629629629631), OrderedStatistic(items_base=frozenset({'SET OF 10 LED DOLLY LIGHTS'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.13333333333333336, lift=6.829629629629631)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'SET OF 12 FAIRY CAKE BAKING CASES'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'SET OF 12 FAIRY CAKE BAKING CASES'}), confidence=0.22222222222222224, lift=7.317460317460318), OrderedStatistic(items_base=frozenset({'SET OF 12 FAIRY CAKE BAKING CASES'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.14285714285714288, lift=7.317460317460318)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'SET OF 2 TEA TOWELS APPLE AND PEARS'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'SET OF 2 TEA TOWELS APPLE AND PEARS'}), confidence=0.22222222222222224, lift=3.7942386831275723), OrderedStatistic(items_base=frozenset({'SET OF 2 TEA TOWELS APPLE AND PEARS'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.07407407407407407, lift=3.794238683127572)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'SET OF 4 KNICK KNACK TINS LONDON '}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'SET OF 4 KNICK KNACK TINS LONDON '}), confidence=0.22222222222222224, lift=6.026143790849674), OrderedStatistic(items_base=frozenset({'SET OF 4 KNICK KNACK TINS LONDON '}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.11764705882352942, lift=6.026143790849674)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'SET OF 5 MINI GROCERY MAGNETS'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'SET OF 5 MINI GROCERY MAGNETS'}), confidence=0.11111111111111112, lift=6.402777777777778), OrderedStatistic(items_base=frozenset({'SET OF 5 MINI GROCERY MAGNETS'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.125, lift=6.402777777777778)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'SET OF 5 PANCAKE DAY MAGNETS'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'SET OF 5 PANCAKE DAY MAGNETS'}), confidence=0.11111111111111112, lift=4.268518518518519), OrderedStatistic(items_base=frozenset({'SET OF 5 PANCAKE DAY MAGNETS'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.08333333333333334, lift=4.268518518518519)]),\n",
" RelationRecord(items=frozenset({'SET OF 6 SNACK LOAF BAKING CASES', ' DOLLY GIRL BEAKER'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'SET OF 6 SNACK LOAF BAKING CASES'}), confidence=0.11111111111111112, lift=10.244444444444445), OrderedStatistic(items_base=frozenset({'SET OF 6 SNACK LOAF BAKING CASES'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.2, lift=10.244444444444445)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'SET OF 6 TEA TIME BAKING CASES'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'SET OF 6 TEA TIME BAKING CASES'}), confidence=0.22222222222222224, lift=8.537037037037038), OrderedStatistic(items_base=frozenset({'SET OF 6 TEA TIME BAKING CASES'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.16666666666666669, lift=8.537037037037038)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'SET/6 RED SPOTTY PAPER PLATES'}), support=0.006507592190889371, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'SET/6 RED SPOTTY PAPER PLATES'}), confidence=0.3333333333333333, lift=3.0733333333333333), OrderedStatistic(items_base=frozenset({'SET/6 RED SPOTTY PAPER PLATES'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.06, lift=3.0733333333333333)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'SILK PURSE BABUSHKA PINK'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'SILK PURSE BABUSHKA PINK'}), confidence=0.22222222222222224, lift=17.074074074074076), OrderedStatistic(items_base=frozenset({'SILK PURSE BABUSHKA PINK'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.33333333333333337, lift=17.074074074074076)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'SILVER MUG BONE CHINA TREE OF LIFE'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'SILVER MUG BONE CHINA TREE OF LIFE'}), confidence=0.11111111111111112, lift=25.61111111111111), OrderedStatistic(items_base=frozenset({'SILVER MUG BONE CHINA TREE OF LIFE'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.5, lift=25.61111111111111)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'SKULL AND CROSSBONES GARLAND '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'SKULL AND CROSSBONES GARLAND '}), confidence=0.11111111111111112, lift=5.122222222222223), OrderedStatistic(items_base=frozenset({'SKULL AND CROSSBONES GARLAND '}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.1, lift=5.122222222222223)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'SKULL LUNCH BOX WITH CUTLERY '}), support=0.006507592190889371, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'SKULL LUNCH BOX WITH CUTLERY '}), confidence=0.3333333333333333, lift=7.683333333333333), OrderedStatistic(items_base=frozenset({'SKULL LUNCH BOX WITH CUTLERY '}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.15, lift=7.683333333333333)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'SKULLS WATER TRANSFER TATTOOS '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'SKULLS WATER TRANSFER TATTOOS '}), confidence=0.11111111111111112, lift=3.940170940170941), OrderedStatistic(items_base=frozenset({'SKULLS WATER TRANSFER TATTOOS '}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.07692307692307693, lift=3.9401709401709404)]),\n",
" RelationRecord(items=frozenset({'SNOWSTORM PHOTO FRAME FRIDGE MAGNET', ' DOLLY GIRL BEAKER'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'SNOWSTORM PHOTO FRAME FRIDGE MAGNET'}), confidence=0.22222222222222224, lift=11.382716049382717), OrderedStatistic(items_base=frozenset({'SNOWSTORM PHOTO FRAME FRIDGE MAGNET'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.22222222222222224, lift=11.382716049382717)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'SPACEBOY BEAKER'}), support=0.010845986984815618, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'SPACEBOY BEAKER'}), confidence=0.5555555555555556, lift=32.01388888888889), OrderedStatistic(items_base=frozenset({'SPACEBOY BEAKER'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.625, lift=32.013888888888886)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'SPACEBOY BIRTHDAY CARD'}), support=0.008676789587852495, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'SPACEBOY BIRTHDAY CARD'}), confidence=0.4444444444444445, lift=7.317460317460318), OrderedStatistic(items_base=frozenset({'SPACEBOY BIRTHDAY CARD'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.14285714285714288, lift=7.317460317460318)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'SPACEBOY CHILDRENS BOWL'}), support=0.015184381778741865, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'SPACEBOY CHILDRENS BOWL'}), confidence=0.7777777777777777, lift=17.927777777777777), OrderedStatistic(items_base=frozenset({'SPACEBOY CHILDRENS BOWL'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.35, lift=17.927777777777777)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'SPACEBOY CHILDRENS CUP'}), support=0.006507592190889371, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'SPACEBOY CHILDRENS CUP'}), confidence=0.3333333333333333, lift=11.820512820512821), OrderedStatistic(items_base=frozenset({'SPACEBOY CHILDRENS CUP'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.23076923076923078, lift=11.820512820512821)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'SPACEBOY CHILDRENS EGG CUP'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'SPACEBOY CHILDRENS EGG CUP'}), confidence=0.22222222222222224, lift=10.244444444444445), OrderedStatistic(items_base=frozenset({'SPACEBOY CHILDRENS EGG CUP'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.2, lift=10.244444444444445)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'SPOTTY BUNTING'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'SPOTTY BUNTING'}), confidence=0.22222222222222224, lift=6.026143790849674), OrderedStatistic(items_base=frozenset({'SPOTTY BUNTING'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.11764705882352942, lift=6.026143790849674)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'STAR WREATH DECORATION WITH BELL'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'STAR WREATH DECORATION WITH BELL'}), confidence=0.11111111111111112, lift=8.537037037037038), OrderedStatistic(items_base=frozenset({'STAR WREATH DECORATION WITH BELL'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.16666666666666669, lift=8.537037037037038)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'STARS GIFT TAPE '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'STARS GIFT TAPE '}), confidence=0.11111111111111112, lift=3.940170940170941), OrderedStatistic(items_base=frozenset({'STARS GIFT TAPE '}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.07692307692307693, lift=3.9401709401709404)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'STORAGE TIN VINTAGE DOILY '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'STORAGE TIN VINTAGE DOILY '}), confidence=0.11111111111111112, lift=6.402777777777778), OrderedStatistic(items_base=frozenset({'STORAGE TIN VINTAGE DOILY '}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.125, lift=6.402777777777778)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'STORAGE TIN VINTAGE LEAF'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'STORAGE TIN VINTAGE LEAF'}), confidence=0.11111111111111112, lift=8.537037037037038), OrderedStatistic(items_base=frozenset({'STORAGE TIN VINTAGE LEAF'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.16666666666666669, lift=8.537037037037038)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'STRAWBERRY CHARLOTTE BAG'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'STRAWBERRY CHARLOTTE BAG'}), confidence=0.11111111111111112, lift=6.402777777777778), OrderedStatistic(items_base=frozenset({'STRAWBERRY CHARLOTTE BAG'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.125, lift=6.402777777777778)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'TEA BAG PLATE RED RETROSPOT'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'TEA BAG PLATE RED RETROSPOT'}), confidence=0.11111111111111112, lift=4.656565656565657), OrderedStatistic(items_base=frozenset({'TEA BAG PLATE RED RETROSPOT'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.09090909090909091, lift=4.656565656565657)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'TEA PARTY WRAPPING PAPER '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'TEA PARTY WRAPPING PAPER '}), confidence=0.11111111111111112, lift=25.61111111111111), OrderedStatistic(items_base=frozenset({'TEA PARTY WRAPPING PAPER '}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.5, lift=25.61111111111111)]),\n",
" RelationRecord(items=frozenset({'TEATIME ROUND PENCIL SHARPENER ', ' DOLLY GIRL BEAKER'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'TEATIME ROUND PENCIL SHARPENER '}), confidence=0.11111111111111112, lift=17.074074074074076), OrderedStatistic(items_base=frozenset({'TEATIME ROUND PENCIL SHARPENER '}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.33333333333333337, lift=17.074074074074076)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'TOADSTOOL MONEY BOX'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'TOADSTOOL MONEY BOX'}), confidence=0.22222222222222224, lift=10.244444444444445), OrderedStatistic(items_base=frozenset({'TOADSTOOL MONEY BOX'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.2, lift=10.244444444444445)]),\n",
" RelationRecord(items=frozenset({'TRADITIONAL NAUGHTS & CROSSES', ' DOLLY GIRL BEAKER'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'TRADITIONAL NAUGHTS & CROSSES'}), confidence=0.11111111111111112, lift=12.805555555555555), OrderedStatistic(items_base=frozenset({'TRADITIONAL NAUGHTS & CROSSES'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.25, lift=12.805555555555555)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'TRADITIONAL WOODEN CATCH CUP GAME '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'TRADITIONAL WOODEN CATCH CUP GAME '}), confidence=0.11111111111111112, lift=12.805555555555555), OrderedStatistic(items_base=frozenset({'TRADITIONAL WOODEN CATCH CUP GAME '}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.25, lift=12.805555555555555)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'TREASURE TIN GYMKHANA DESIGN'}), support=0.006507592190889371, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'TREASURE TIN GYMKHANA DESIGN'}), confidence=0.3333333333333333, lift=17.074074074074073), OrderedStatistic(items_base=frozenset({'TREASURE TIN GYMKHANA DESIGN'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.3333333333333333, lift=17.074074074074073)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'VINTAGE CHRISTMAS BUNTING'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'VINTAGE CHRISTMAS BUNTING'}), confidence=0.11111111111111112, lift=17.074074074074076), OrderedStatistic(items_base=frozenset({'VINTAGE CHRISTMAS BUNTING'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.33333333333333337, lift=17.074074074074076)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'VINTAGE DOILY JUMBO BAG RED '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'VINTAGE DOILY JUMBO BAG RED '}), confidence=0.11111111111111112, lift=10.244444444444445), OrderedStatistic(items_base=frozenset({'VINTAGE DOILY JUMBO BAG RED '}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.2, lift=10.244444444444445)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'VINTAGE DONKEY TAIL GAME '}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'VINTAGE DONKEY TAIL GAME '}), confidence=0.22222222222222224, lift=17.074074074074076), OrderedStatistic(items_base=frozenset({'VINTAGE DONKEY TAIL GAME '}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.33333333333333337, lift=17.074074074074076)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'VINTAGE RED ENAMEL TRIM JUG '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'VINTAGE RED ENAMEL TRIM JUG '}), confidence=0.11111111111111112, lift=17.074074074074076), OrderedStatistic(items_base=frozenset({'VINTAGE RED ENAMEL TRIM JUG '}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.33333333333333337, lift=17.074074074074076)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'VINTAGE RED ENAMEL TRIM MUG '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'VINTAGE RED ENAMEL TRIM MUG '}), confidence=0.11111111111111112, lift=25.61111111111111), OrderedStatistic(items_base=frozenset({'VINTAGE RED ENAMEL TRIM MUG '}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.5, lift=25.61111111111111)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'VINTAGE RED ENAMEL TRIM PLATE'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'VINTAGE RED ENAMEL TRIM PLATE'}), confidence=0.11111111111111112, lift=17.074074074074076), OrderedStatistic(items_base=frozenset({'VINTAGE RED ENAMEL TRIM PLATE'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.33333333333333337, lift=17.074074074074076)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'VINTAGE RED TRIM ENAMEL BOWL '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'VINTAGE RED TRIM ENAMEL BOWL '}), confidence=0.11111111111111112, lift=12.805555555555555), OrderedStatistic(items_base=frozenset({'VINTAGE RED TRIM ENAMEL BOWL '}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.25, lift=12.805555555555555)]),\n",
" RelationRecord(items=frozenset({'WALL TIDY RETROSPOT ', ' DOLLY GIRL BEAKER'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'WALL TIDY RETROSPOT '}), confidence=0.11111111111111112, lift=25.61111111111111), OrderedStatistic(items_base=frozenset({'WALL TIDY RETROSPOT '}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.5, lift=25.61111111111111)]),\n",
" RelationRecord(items=frozenset({'WHITE HEART CONFETTI IN TUBE', ' DOLLY GIRL BEAKER'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'WHITE HEART CONFETTI IN TUBE'}), confidence=0.11111111111111112, lift=25.61111111111111), OrderedStatistic(items_base=frozenset({'WHITE HEART CONFETTI IN TUBE'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.5, lift=25.61111111111111)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'WHITE SPOT RED CERAMIC DRAWER KNOB'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'WHITE SPOT RED CERAMIC DRAWER KNOB'}), confidence=0.11111111111111112, lift=10.244444444444445), OrderedStatistic(items_base=frozenset({'WHITE SPOT RED CERAMIC DRAWER KNOB'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.2, lift=10.244444444444445)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'WOODEN HAPPY BIRTHDAY GARLAND'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'WOODEN HAPPY BIRTHDAY GARLAND'}), confidence=0.11111111111111112, lift=8.537037037037038), OrderedStatistic(items_base=frozenset({'WOODEN HAPPY BIRTHDAY GARLAND'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.16666666666666669, lift=8.537037037037038)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'WOODEN SCHOOL COLOURING SET'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'WOODEN SCHOOL COLOURING SET'}), confidence=0.22222222222222224, lift=14.634920634920636), OrderedStatistic(items_base=frozenset({'WOODEN SCHOOL COLOURING SET'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.28571428571428575, lift=14.634920634920636)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'WOODLAND HEIGHT CHART STICKERS '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'WOODLAND HEIGHT CHART STICKERS '}), confidence=0.11111111111111112, lift=5.691358024691358), OrderedStatistic(items_base=frozenset({'WOODLAND HEIGHT CHART STICKERS '}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.11111111111111112, lift=5.691358024691358)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'WOODLAND STICKERS'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'WOODLAND STICKERS'}), confidence=0.22222222222222224, lift=17.074074074074076), OrderedStatistic(items_base=frozenset({'WOODLAND STICKERS'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.33333333333333337, lift=17.074074074074076)]),\n",
" RelationRecord(items=frozenset({'WOODLAND CHARLOTTE BAG', ' DOLLY GIRL BEAKER'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'WOODLAND CHARLOTTE BAG'}), confidence=0.22222222222222224, lift=3.532567049808429), OrderedStatistic(items_base=frozenset({'WOODLAND CHARLOTTE BAG'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.06896551724137931, lift=3.532567049808429)]),\n",
" RelationRecord(items=frozenset({'WOODLAND DESIGN COTTON TOTE BAG', ' DOLLY GIRL BEAKER'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'WOODLAND DESIGN COTTON TOTE BAG'}), confidence=0.11111111111111112, lift=5.691358024691358), OrderedStatistic(items_base=frozenset({'WOODLAND DESIGN COTTON TOTE BAG'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.11111111111111112, lift=5.691358024691358)]),\n",
" RelationRecord(items=frozenset({'WRAP VINTAGE DOILY ', ' DOLLY GIRL BEAKER'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'WRAP VINTAGE DOILY '}), confidence=0.11111111111111112, lift=4.656565656565657), OrderedStatistic(items_base=frozenset({'WRAP VINTAGE DOILY '}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.09090909090909091, lift=4.656565656565657)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'WRAP DOLLY GIRL'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'WRAP DOLLY GIRL'}), confidence=0.11111111111111112, lift=25.61111111111111), OrderedStatistic(items_base=frozenset({'WRAP DOLLY GIRL'}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.5, lift=25.61111111111111)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'WRAP GREEN PEARS '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'WRAP GREEN PEARS '}), confidence=0.11111111111111112, lift=6.402777777777778), OrderedStatistic(items_base=frozenset({'WRAP GREEN PEARS '}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.125, lift=6.402777777777778)]),\n",
" RelationRecord(items=frozenset({' DOLLY GIRL BEAKER', 'WRAP RED APPLES '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' DOLLY GIRL BEAKER'}), items_add=frozenset({'WRAP RED APPLES '}), confidence=0.11111111111111112, lift=4.268518518518519), OrderedStatistic(items_base=frozenset({'WRAP RED APPLES '}), items_add=frozenset({' DOLLY GIRL BEAKER'}), confidence=0.08333333333333334, lift=4.268518518518519)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', '3 PIECE SPACEBOY COOKIE CUTTER SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'3 PIECE SPACEBOY COOKIE CUTTER SET'}), confidence=0.2, lift=6.585714285714286), OrderedStatistic(items_base=frozenset({'3 PIECE SPACEBOY COOKIE CUTTER SET'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.07142857142857144, lift=6.585714285714286)]),\n",
" RelationRecord(items=frozenset({\"6 GIFT TAGS 50'S CHRISTMAS \", ' I LOVE LONDON MINI BACKPACK'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({\"6 GIFT TAGS 50'S CHRISTMAS \"}), confidence=0.2, lift=13.171428571428573), OrderedStatistic(items_base=frozenset({\"6 GIFT TAGS 50'S CHRISTMAS \"}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.14285714285714288, lift=13.171428571428573)]),\n",
" RelationRecord(items=frozenset({'6 GIFT TAGS VINTAGE CHRISTMAS ', ' I LOVE LONDON MINI BACKPACK'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'6 GIFT TAGS VINTAGE CHRISTMAS '}), confidence=0.2, lift=9.22), OrderedStatistic(items_base=frozenset({'6 GIFT TAGS VINTAGE CHRISTMAS '}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.1, lift=9.22)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'ABC TREASURE BOOK BOX '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'ABC TREASURE BOOK BOX '}), confidence=0.2, lift=13.171428571428573), OrderedStatistic(items_base=frozenset({'ABC TREASURE BOOK BOX '}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.14285714285714288, lift=13.171428571428573)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'ADVENT CALENDAR GINGHAM SACK'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'ADVENT CALENDAR GINGHAM SACK'}), confidence=0.2, lift=30.733333333333338), OrderedStatistic(items_base=frozenset({'ADVENT CALENDAR GINGHAM SACK'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.33333333333333337, lift=30.733333333333338)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'ALUMINIUM STAMPED HEART'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'ALUMINIUM STAMPED HEART'}), confidence=0.2, lift=92.2), OrderedStatistic(items_base=frozenset({'ALUMINIUM STAMPED HEART'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=1.0, lift=92.2)]),\n",
" RelationRecord(items=frozenset({'ASSORTED COLOUR BIRD ORNAMENT', ' I LOVE LONDON MINI BACKPACK'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'ASSORTED COLOUR BIRD ORNAMENT'}), confidence=0.2, lift=5.423529411764706), OrderedStatistic(items_base=frozenset({'ASSORTED COLOUR BIRD ORNAMENT'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.05882352941176471, lift=5.423529411764706)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'BLACK ENAMEL FLOWER RING'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'BLACK ENAMEL FLOWER RING'}), confidence=0.2, lift=30.733333333333338), OrderedStatistic(items_base=frozenset({'BLACK ENAMEL FLOWER RING'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.33333333333333337, lift=30.733333333333338)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'BOX OF 6 MINI VINTAGE CRACKERS'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'BOX OF 6 MINI VINTAGE CRACKERS'}), confidence=0.2, lift=8.381818181818183), OrderedStatistic(items_base=frozenset({'BOX OF 6 MINI VINTAGE CRACKERS'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.09090909090909091, lift=8.381818181818183)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'BUNDLE OF 3 ALPHABET EXERCISE BOOKS'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'BUNDLE OF 3 ALPHABET EXERCISE BOOKS'}), confidence=0.2, lift=6.146666666666667), OrderedStatistic(items_base=frozenset({'BUNDLE OF 3 ALPHABET EXERCISE BOOKS'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.06666666666666668, lift=6.146666666666668)]),\n",
" RelationRecord(items=frozenset({'BUNDLE OF 3 RETRO NOTE BOOKS', ' I LOVE LONDON MINI BACKPACK'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'BUNDLE OF 3 RETRO NOTE BOOKS'}), confidence=0.2, lift=11.525), OrderedStatistic(items_base=frozenset({'BUNDLE OF 3 RETRO NOTE BOOKS'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.125, lift=11.525)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'BUNDLE OF 3 SCHOOL EXERCISE BOOKS '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'BUNDLE OF 3 SCHOOL EXERCISE BOOKS '}), confidence=0.2, lift=10.244444444444445), OrderedStatistic(items_base=frozenset({'BUNDLE OF 3 SCHOOL EXERCISE BOOKS '}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.11111111111111112, lift=10.244444444444445)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'CHILDRENS CUTLERY CIRCUS PARADE'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'CHILDRENS CUTLERY CIRCUS PARADE'}), confidence=0.2, lift=7.6833333333333345), OrderedStatistic(items_base=frozenset({'CHILDRENS CUTLERY CIRCUS PARADE'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.08333333333333334, lift=7.6833333333333345)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'CHILDRENS CUTLERY DOLLY GIRL '}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'CHILDRENS CUTLERY DOLLY GIRL '}), confidence=0.4, lift=6.358620689655172), OrderedStatistic(items_base=frozenset({'CHILDRENS CUTLERY DOLLY GIRL '}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.06896551724137931, lift=6.358620689655172)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'CHILDRENS CUTLERY POLKADOT PINK'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'CHILDRENS CUTLERY POLKADOT PINK'}), confidence=0.4, lift=10.847058823529412), OrderedStatistic(items_base=frozenset({'CHILDRENS CUTLERY POLKADOT PINK'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.11764705882352942, lift=10.847058823529412)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'CHILDRENS CUTLERY SPACEBOY '}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'CHILDRENS CUTLERY SPACEBOY '}), confidence=0.4, lift=6.82962962962963), OrderedStatistic(items_base=frozenset({'CHILDRENS CUTLERY SPACEBOY '}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.07407407407407407, lift=6.829629629629629)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'CHRISTMAS CRAFT LITTLE FRIENDS'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'CHRISTMAS CRAFT LITTLE FRIENDS'}), confidence=0.2, lift=23.05), OrderedStatistic(items_base=frozenset({'CHRISTMAS CRAFT LITTLE FRIENDS'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.25, lift=23.05)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'CHRISTMAS CRAFT TREE TOP ANGEL'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'CHRISTMAS CRAFT TREE TOP ANGEL'}), confidence=0.2, lift=92.2), OrderedStatistic(items_base=frozenset({'CHRISTMAS CRAFT TREE TOP ANGEL'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=1.0, lift=92.2)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'CHRISTMAS LIGHTS 10 VINTAGE BAUBLES'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'CHRISTMAS LIGHTS 10 VINTAGE BAUBLES'}), confidence=0.2, lift=92.2), OrderedStatistic(items_base=frozenset({'CHRISTMAS LIGHTS 10 VINTAGE BAUBLES'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=1.0, lift=92.2)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'CIRCUS PARADE LUNCH BOX '}), support=0.006507592190889371, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'CIRCUS PARADE LUNCH BOX '}), confidence=0.6, lift=10.244444444444444), OrderedStatistic(items_base=frozenset({'CIRCUS PARADE LUNCH BOX '}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.1111111111111111, lift=10.244444444444444)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'DINOSAUR LUNCH BOX WITH CUTLERY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'DINOSAUR LUNCH BOX WITH CUTLERY'}), confidence=0.2, lift=13.171428571428573), OrderedStatistic(items_base=frozenset({'DINOSAUR LUNCH BOX WITH CUTLERY'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.14285714285714288, lift=13.171428571428573)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'DOLLY GIRL CHILDRENS BOWL'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'DOLLY GIRL CHILDRENS BOWL'}), confidence=0.2, lift=5.122222222222223), OrderedStatistic(items_base=frozenset({'DOLLY GIRL CHILDRENS BOWL'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.05555555555555556, lift=5.122222222222223)]),\n",
" RelationRecord(items=frozenset({'DOLLY GIRL CHILDRENS CUP', ' I LOVE LONDON MINI BACKPACK'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'DOLLY GIRL CHILDRENS CUP'}), confidence=0.2, lift=5.7625), OrderedStatistic(items_base=frozenset({'DOLLY GIRL CHILDRENS CUP'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.0625, lift=5.7625)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'DOLLY GIRL LUNCH BOX'}), support=0.006507592190889371, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'DOLLY GIRL LUNCH BOX'}), confidence=0.6, lift=6.915), OrderedStatistic(items_base=frozenset({'DOLLY GIRL LUNCH BOX'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.075, lift=6.915)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'DOLLY GIRL MINI BACKPACK'}), support=0.006507592190889371, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'DOLLY GIRL MINI BACKPACK'}), confidence=0.6, lift=17.287499999999998), OrderedStatistic(items_base=frozenset({'DOLLY GIRL MINI BACKPACK'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.1875, lift=17.2875)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'DOLLY HONEYCOMB GARLAND'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'DOLLY HONEYCOMB GARLAND'}), confidence=0.2, lift=92.2), OrderedStatistic(items_base=frozenset({'DOLLY HONEYCOMB GARLAND'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=1.0, lift=92.2)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'FELTCRAFT BOY JEAN-PAUL KIT'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'FELTCRAFT BOY JEAN-PAUL KIT'}), confidence=0.2, lift=92.2), OrderedStatistic(items_base=frozenset({'FELTCRAFT BOY JEAN-PAUL KIT'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=1.0, lift=92.2)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'FELTCRAFT CHRISTMAS FAIRY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'FELTCRAFT CHRISTMAS FAIRY'}), confidence=0.2, lift=10.244444444444445), OrderedStatistic(items_base=frozenset({'FELTCRAFT CHRISTMAS FAIRY'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.11111111111111112, lift=10.244444444444445)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'FELTCRAFT DOLL ROSIE'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'FELTCRAFT DOLL ROSIE'}), confidence=0.2, lift=30.733333333333338), OrderedStatistic(items_base=frozenset({'FELTCRAFT DOLL ROSIE'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.33333333333333337, lift=30.733333333333338)]),\n",
" RelationRecord(items=frozenset({'FELTCRAFT PRINCESS LOLA DOLL', ' I LOVE LONDON MINI BACKPACK'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'FELTCRAFT PRINCESS LOLA DOLL'}), confidence=0.2, lift=7.092307692307693), OrderedStatistic(items_base=frozenset({'FELTCRAFT PRINCESS LOLA DOLL'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.07692307692307693, lift=7.092307692307693)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'FELTCRAFT PRINCESS OLIVIA DOLL'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'FELTCRAFT PRINCESS OLIVIA DOLL'}), confidence=0.2, lift=18.44), OrderedStatistic(items_base=frozenset({'FELTCRAFT PRINCESS OLIVIA DOLL'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.2, lift=18.44)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'FOLDING BUTTERFLY MIRROR HOT PINK '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'FOLDING BUTTERFLY MIRROR HOT PINK '}), confidence=0.2, lift=15.366666666666669), OrderedStatistic(items_base=frozenset({'FOLDING BUTTERFLY MIRROR HOT PINK '}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.16666666666666669, lift=15.366666666666669)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'FOLKART STAR CHRISTMAS DECORATIONS'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'FOLKART STAR CHRISTMAS DECORATIONS'}), confidence=0.2, lift=30.733333333333338), OrderedStatistic(items_base=frozenset({'FOLKART STAR CHRISTMAS DECORATIONS'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.33333333333333337, lift=30.733333333333338)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'GARLAND WITH HEARTS AND BELLS'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'GARLAND WITH HEARTS AND BELLS'}), confidence=0.2, lift=92.2), OrderedStatistic(items_base=frozenset({'GARLAND WITH HEARTS AND BELLS'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=1.0, lift=92.2)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'GARLAND WITH STARS AND BELLS'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'GARLAND WITH STARS AND BELLS'}), confidence=0.2, lift=46.1), OrderedStatistic(items_base=frozenset({'GARLAND WITH STARS AND BELLS'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.5, lift=46.1)]),\n",
" RelationRecord(items=frozenset({\"GIANT 50'S CHRISTMAS CRACKER\", ' I LOVE LONDON MINI BACKPACK'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({\"GIANT 50'S CHRISTMAS CRACKER\"}), confidence=0.2, lift=18.44), OrderedStatistic(items_base=frozenset({\"GIANT 50'S CHRISTMAS CRACKER\"}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.2, lift=18.44)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'GLITTER STAR GARLAND WITH BELLS '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'GLITTER STAR GARLAND WITH BELLS '}), confidence=0.2, lift=92.2), OrderedStatistic(items_base=frozenset({'GLITTER STAR GARLAND WITH BELLS '}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=1.0, lift=92.2)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'GRAND CHOCOLATECANDLE'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'GRAND CHOCOLATECANDLE'}), confidence=0.2, lift=46.1), OrderedStatistic(items_base=frozenset({'GRAND CHOCOLATECANDLE'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.5, lift=46.1)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'GUMBALL COAT RACK'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'GUMBALL COAT RACK'}), confidence=0.2, lift=4.008695652173913), OrderedStatistic(items_base=frozenset({'GUMBALL COAT RACK'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.043478260869565216, lift=4.0086956521739125)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'GUMBALL MAGAZINE RACK'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'GUMBALL MAGAZINE RACK'}), confidence=0.2, lift=18.44), OrderedStatistic(items_base=frozenset({'GUMBALL MAGAZINE RACK'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.2, lift=18.44)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'HANGING QUILTED PATCHWORK APPLES'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'HANGING QUILTED PATCHWORK APPLES'}), confidence=0.2, lift=46.1), OrderedStatistic(items_base=frozenset({'HANGING QUILTED PATCHWORK APPLES'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.5, lift=46.1)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'I LOVE LONDON BEAKER'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'I LOVE LONDON BEAKER'}), confidence=0.2, lift=18.44), OrderedStatistic(items_base=frozenset({'I LOVE LONDON BEAKER'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.2, lift=18.44)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'ICE CREAM BUBBLES'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'ICE CREAM BUBBLES'}), confidence=0.2, lift=5.423529411764706), OrderedStatistic(items_base=frozenset({'ICE CREAM BUBBLES'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.05882352941176471, lift=5.423529411764706)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'JUMBO BAG ALPHABET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'JUMBO BAG ALPHABET'}), confidence=0.2, lift=11.525), OrderedStatistic(items_base=frozenset({'JUMBO BAG ALPHABET'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.125, lift=11.525)]),\n",
" RelationRecord(items=frozenset({'JUMBO BAG APPLES', ' I LOVE LONDON MINI BACKPACK'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'JUMBO BAG APPLES'}), confidence=0.4, lift=7.092307692307693), OrderedStatistic(items_base=frozenset({'JUMBO BAG APPLES'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.07692307692307693, lift=7.092307692307693)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'JUMBO BAG OWLS'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'JUMBO BAG OWLS'}), confidence=0.2, lift=46.1), OrderedStatistic(items_base=frozenset({'JUMBO BAG OWLS'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.5, lift=46.1)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'JUMBO BAG PEARS'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'JUMBO BAG PEARS'}), confidence=0.2, lift=6.585714285714286), OrderedStatistic(items_base=frozenset({'JUMBO BAG PEARS'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.07142857142857144, lift=6.585714285714286)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'JUMBO BAG SPACEBOY DESIGN'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'JUMBO BAG SPACEBOY DESIGN'}), confidence=0.4, lift=7.376), OrderedStatistic(items_base=frozenset({'JUMBO BAG SPACEBOY DESIGN'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.08, lift=7.376)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'JUMBO BAG VINTAGE CHRISTMAS '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'JUMBO BAG VINTAGE CHRISTMAS '}), confidence=0.2, lift=18.44), OrderedStatistic(items_base=frozenset({'JUMBO BAG VINTAGE CHRISTMAS '}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.2, lift=18.44)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'JUMBO BAG VINTAGE DOILY '}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'JUMBO BAG VINTAGE DOILY '}), confidence=0.4, lift=9.705263157894736), OrderedStatistic(items_base=frozenset({'JUMBO BAG VINTAGE DOILY '}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.10526315789473684, lift=9.705263157894736)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'JUMBO BAG VINTAGE LEAF'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'JUMBO BAG VINTAGE LEAF'}), confidence=0.2, lift=5.7625), OrderedStatistic(items_base=frozenset({'JUMBO BAG VINTAGE LEAF'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.0625, lift=5.7625)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'JUMBO BAG WOODLAND ANIMALS'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'JUMBO BAG WOODLAND ANIMALS'}), confidence=0.2, lift=3.0733333333333337), OrderedStatistic(items_base=frozenset({'JUMBO BAG WOODLAND ANIMALS'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.03333333333333334, lift=3.073333333333334)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'JUMBO STORAGE BAG SKULLS'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'JUMBO STORAGE BAG SKULLS'}), confidence=0.2, lift=30.733333333333338), OrderedStatistic(items_base=frozenset({'JUMBO STORAGE BAG SKULLS'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.33333333333333337, lift=30.733333333333338)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'KINGS CHOICE TEA CADDY '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'KINGS CHOICE TEA CADDY '}), confidence=0.2, lift=30.733333333333338), OrderedStatistic(items_base=frozenset({'KINGS CHOICE TEA CADDY '}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.33333333333333337, lift=30.733333333333338)]),\n",
" RelationRecord(items=frozenset({'LONDON BUS COFFEE MUG', ' I LOVE LONDON MINI BACKPACK'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'LONDON BUS COFFEE MUG'}), confidence=0.2, lift=5.7625), OrderedStatistic(items_base=frozenset({'LONDON BUS COFFEE MUG'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.0625, lift=5.7625)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'LUNCH BAG BLACK SKULL.'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'LUNCH BAG BLACK SKULL.'}), confidence=0.4, lift=13.171428571428573), OrderedStatistic(items_base=frozenset({'LUNCH BAG BLACK SKULL.'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.14285714285714288, lift=13.171428571428573)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'LUNCH BAG ALPHABET DESIGN'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'LUNCH BAG ALPHABET DESIGN'}), confidence=0.2, lift=9.22), OrderedStatistic(items_base=frozenset({'LUNCH BAG ALPHABET DESIGN'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.1, lift=9.22)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'LUNCH BAG APPLE DESIGN'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'LUNCH BAG APPLE DESIGN'}), confidence=0.4, lift=3.688), OrderedStatistic(items_base=frozenset({'LUNCH BAG APPLE DESIGN'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.04, lift=3.688)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'LUNCH BAG CARS BLUE'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'LUNCH BAG CARS BLUE'}), confidence=0.2, lift=8.381818181818183), OrderedStatistic(items_base=frozenset({'LUNCH BAG CARS BLUE'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.09090909090909091, lift=8.381818181818183)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'LUNCH BAG RED RETROSPOT'}), support=0.006507592190889371, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'LUNCH BAG RED RETROSPOT'}), confidence=0.6, lift=4.534426229508196), OrderedStatistic(items_base=frozenset({'LUNCH BAG RED RETROSPOT'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.04918032786885245, lift=4.534426229508196)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'LUNCH BAG SUKI DESIGN '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'LUNCH BAG SUKI DESIGN '}), confidence=0.2, lift=4.852631578947368), OrderedStatistic(items_base=frozenset({'LUNCH BAG SUKI DESIGN '}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.05263157894736842, lift=4.852631578947368)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'LUNCH BAG VINTAGE DOILY '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'LUNCH BAG VINTAGE DOILY '}), confidence=0.2, lift=4.61), OrderedStatistic(items_base=frozenset({'LUNCH BAG VINTAGE DOILY '}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.05, lift=4.61)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'LUNCH BAG VINTAGE LEAF DESIGN'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'LUNCH BAG VINTAGE LEAF DESIGN'}), confidence=0.2, lift=8.381818181818183), OrderedStatistic(items_base=frozenset({'LUNCH BAG VINTAGE LEAF DESIGN'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.09090909090909091, lift=8.381818181818183)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'LUNCH BAG WOODLAND'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'LUNCH BAG WOODLAND'}), confidence=0.4, lift=3.9234042553191495), OrderedStatistic(items_base=frozenset({'LUNCH BAG WOODLAND'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.04255319148936171, lift=3.9234042553191495)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'LUNCH BOX I LOVE LONDON'}), support=0.006507592190889371, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'LUNCH BOX I LOVE LONDON'}), confidence=0.6, lift=10.244444444444444), OrderedStatistic(items_base=frozenset({'LUNCH BOX I LOVE LONDON'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.1111111111111111, lift=10.244444444444444)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'MAGNETS PACK OF 4 CHILDHOOD MEMORY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'MAGNETS PACK OF 4 CHILDHOOD MEMORY'}), confidence=0.2, lift=18.44), OrderedStatistic(items_base=frozenset({'MAGNETS PACK OF 4 CHILDHOOD MEMORY'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.2, lift=18.44)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'MAGNETS PACK OF 4 RETRO PHOTO'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'MAGNETS PACK OF 4 RETRO PHOTO'}), confidence=0.2, lift=15.366666666666669), OrderedStatistic(items_base=frozenset({'MAGNETS PACK OF 4 RETRO PHOTO'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.16666666666666669, lift=15.366666666666669)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'MAGNETS PACK OF 4 SWALLOWS'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'MAGNETS PACK OF 4 SWALLOWS'}), confidence=0.2, lift=5.423529411764706), OrderedStatistic(items_base=frozenset({'MAGNETS PACK OF 4 SWALLOWS'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.05882352941176471, lift=5.423529411764706)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'MIRRORED DISCO BALL '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'MIRRORED DISCO BALL '}), confidence=0.2, lift=92.2), OrderedStatistic(items_base=frozenset({'MIRRORED DISCO BALL '}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=1.0, lift=92.2)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'NOEL WOODEN BLOCK LETTERS '}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'NOEL WOODEN BLOCK LETTERS '}), confidence=0.4, lift=92.2), OrderedStatistic(items_base=frozenset({'NOEL WOODEN BLOCK LETTERS '}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=1.0, lift=92.2)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'PACK OF 60 PINK PAISLEY CAKE CASES'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'PACK OF 60 PINK PAISLEY CAKE CASES'}), confidence=0.2, lift=7.6833333333333345), OrderedStatistic(items_base=frozenset({'PACK OF 60 PINK PAISLEY CAKE CASES'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.08333333333333334, lift=7.6833333333333345)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'PASTEL COLOUR HONEYCOMB FAN'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'PASTEL COLOUR HONEYCOMB FAN'}), confidence=0.2, lift=11.525), OrderedStatistic(items_base=frozenset({'PASTEL COLOUR HONEYCOMB FAN'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.125, lift=11.525)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'PICNIC BOXES SET OF 3 RETROSPOT '}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'PICNIC BOXES SET OF 3 RETROSPOT '}), confidence=0.4, lift=12.293333333333335), OrderedStatistic(items_base=frozenset({'PICNIC BOXES SET OF 3 RETROSPOT '}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.13333333333333336, lift=12.293333333333337)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'PINK HONEYCOMB PAPER FAN'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'PINK HONEYCOMB PAPER FAN'}), confidence=0.2, lift=92.2), OrderedStatistic(items_base=frozenset({'PINK HONEYCOMB PAPER FAN'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=1.0, lift=92.2)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'PINK DINER WALL CLOCK'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'PINK DINER WALL CLOCK'}), confidence=0.2, lift=46.1), OrderedStatistic(items_base=frozenset({'PINK DINER WALL CLOCK'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.5, lift=46.1)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'PINK HEART SHAPE EGG FRYING PAN'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'PINK HEART SHAPE EGG FRYING PAN'}), confidence=0.2, lift=30.733333333333338), OrderedStatistic(items_base=frozenset({'PINK HEART SHAPE EGG FRYING PAN'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.33333333333333337, lift=30.733333333333338)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'PLASTERS IN TIN SKULLS'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'PLASTERS IN TIN SKULLS'}), confidence=0.2, lift=4.190909090909091), OrderedStatistic(items_base=frozenset({'PLASTERS IN TIN SKULLS'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.045454545454545456, lift=4.190909090909091)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'POPPY FIELDS CHOPPING BOARD'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'POPPY FIELDS CHOPPING BOARD'}), confidence=0.2, lift=46.1), OrderedStatistic(items_base=frozenset({'POPPY FIELDS CHOPPING BOARD'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.5, lift=46.1)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'PRETTY HANGING QUILTED HEARTS'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'PRETTY HANGING QUILTED HEARTS'}), confidence=0.2, lift=92.2), OrderedStatistic(items_base=frozenset({'PRETTY HANGING QUILTED HEARTS'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=1.0, lift=92.2)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'QUEENS GUARD COFFEE MUG'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'QUEENS GUARD COFFEE MUG'}), confidence=0.2, lift=8.381818181818183), OrderedStatistic(items_base=frozenset({'QUEENS GUARD COFFEE MUG'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.09090909090909091, lift=8.381818181818183)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'RECYCLING BAG RETROSPOT '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'RECYCLING BAG RETROSPOT '}), confidence=0.2, lift=9.22), OrderedStatistic(items_base=frozenset({'RECYCLING BAG RETROSPOT '}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.1, lift=9.22)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'RED APPLES CHOPPING BOARD '}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'RED APPLES CHOPPING BOARD '}), confidence=0.4, lift=30.733333333333338), OrderedStatistic(items_base=frozenset({'RED APPLES CHOPPING BOARD '}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.33333333333333337, lift=30.733333333333338)]),\n",
" RelationRecord(items=frozenset({'RED ENAMEL FLOWER RING', ' I LOVE LONDON MINI BACKPACK'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'RED ENAMEL FLOWER RING'}), confidence=0.2, lift=46.1), OrderedStatistic(items_base=frozenset({'RED ENAMEL FLOWER RING'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.5, lift=46.1)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'RED RETROSPOT CHILDRENS UMBRELLA'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'RED RETROSPOT CHILDRENS UMBRELLA'}), confidence=0.2, lift=3.292857142857143), OrderedStatistic(items_base=frozenset({'RED RETROSPOT CHILDRENS UMBRELLA'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.03571428571428572, lift=3.292857142857143)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'RED RETROSPOT ROUND CAKE TINS'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'RED RETROSPOT ROUND CAKE TINS'}), confidence=0.2, lift=30.733333333333338), OrderedStatistic(items_base=frozenset({'RED RETROSPOT ROUND CAKE TINS'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.33333333333333337, lift=30.733333333333338)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'RED RETROSPOT SHOPPING BAG'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'RED RETROSPOT SHOPPING BAG'}), confidence=0.2, lift=7.092307692307693), OrderedStatistic(items_base=frozenset({'RED RETROSPOT SHOPPING BAG'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.07692307692307693, lift=7.092307692307693)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'REGENCY TEA STRAINER'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'REGENCY TEA STRAINER'}), confidence=0.2, lift=92.2), OrderedStatistic(items_base=frozenset({'REGENCY TEA STRAINER'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=1.0, lift=92.2)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'ROUND SNACK BOXES SET OF 4 FRUITS '}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'ROUND SNACK BOXES SET OF 4 FRUITS '}), confidence=0.4, lift=4.2883720930232565), OrderedStatistic(items_base=frozenset({'ROUND SNACK BOXES SET OF 4 FRUITS '}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.04651162790697675, lift=4.2883720930232565)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'ROUND SNACK BOXES SET OF 4 SKULLS'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'ROUND SNACK BOXES SET OF 4 SKULLS'}), confidence=0.2, lift=23.05), OrderedStatistic(items_base=frozenset({'ROUND SNACK BOXES SET OF 4 SKULLS'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.25, lift=23.05)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'ROUND SNACK BOXES SET OF4 WOODLAND '}), support=0.006507592190889371, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'ROUND SNACK BOXES SET OF4 WOODLAND '}), confidence=0.6, lift=4.3218749999999995), OrderedStatistic(items_base=frozenset({'ROUND SNACK BOXES SET OF4 WOODLAND '}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.046875, lift=4.321875)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'ROUND STORAGE TIN VINTAGE LEAF'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'ROUND STORAGE TIN VINTAGE LEAF'}), confidence=0.2, lift=23.05), OrderedStatistic(items_base=frozenset({'ROUND STORAGE TIN VINTAGE LEAF'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.25, lift=23.05)]),\n",
" RelationRecord(items=frozenset({'SCOTTIE DOG HOT WATER BOTTLE', ' I LOVE LONDON MINI BACKPACK'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'SCOTTIE DOG HOT WATER BOTTLE'}), confidence=0.2, lift=13.171428571428573), OrderedStatistic(items_base=frozenset({'SCOTTIE DOG HOT WATER BOTTLE'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.14285714285714288, lift=13.171428571428573)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'SET 12 COLOUR PENCILS DOLLY GIRL '}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'SET 12 COLOUR PENCILS DOLLY GIRL '}), confidence=0.4, lift=26.342857142857145), OrderedStatistic(items_base=frozenset({'SET 12 COLOUR PENCILS DOLLY GIRL '}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.28571428571428575, lift=26.342857142857145)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'SET 12 COLOUR PENCILS LOVE LONDON'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'SET 12 COLOUR PENCILS LOVE LONDON'}), confidence=0.2, lift=15.366666666666669), OrderedStatistic(items_base=frozenset({'SET 12 COLOUR PENCILS LOVE LONDON'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.16666666666666669, lift=15.366666666666669)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'SET 12 COLOUR PENCILS SPACEBOY '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'SET 12 COLOUR PENCILS SPACEBOY '}), confidence=0.2, lift=9.22), OrderedStatistic(items_base=frozenset({'SET 12 COLOUR PENCILS SPACEBOY '}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.1, lift=9.22)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.2, lift=8.381818181818183), OrderedStatistic(items_base=frozenset({'SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.09090909090909091, lift=8.381818181818183)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'SET 36 COLOUR PENCILS LOVE LONDON'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'SET 36 COLOUR PENCILS LOVE LONDON'}), confidence=0.2, lift=30.733333333333338), OrderedStatistic(items_base=frozenset({'SET 36 COLOUR PENCILS LOVE LONDON'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.33333333333333337, lift=30.733333333333338)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'SET OF 10 LED DOLLY LIGHTS'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'SET OF 10 LED DOLLY LIGHTS'}), confidence=0.2, lift=6.146666666666667), OrderedStatistic(items_base=frozenset({'SET OF 10 LED DOLLY LIGHTS'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.06666666666666668, lift=6.146666666666668)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'SET OF 2 CERAMIC CHRISTMAS REINDEER'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'SET OF 2 CERAMIC CHRISTMAS REINDEER'}), confidence=0.2, lift=30.733333333333338), OrderedStatistic(items_base=frozenset({'SET OF 2 CERAMIC CHRISTMAS REINDEER'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.33333333333333337, lift=30.733333333333338)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'SET OF 2 TEA TOWELS PING MICROWAVE'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'SET OF 2 TEA TOWELS PING MICROWAVE'}), confidence=0.2, lift=92.2), OrderedStatistic(items_base=frozenset({'SET OF 2 TEA TOWELS PING MICROWAVE'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=1.0, lift=92.2)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'SET OF 3 CAKE TINS PANTRY DESIGN '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'SET OF 3 CAKE TINS PANTRY DESIGN '}), confidence=0.2, lift=11.525), OrderedStatistic(items_base=frozenset({'SET OF 3 CAKE TINS PANTRY DESIGN '}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.125, lift=11.525)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'SET OF 3 WOODEN TREE DECORATIONS'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'SET OF 3 WOODEN TREE DECORATIONS'}), confidence=0.2, lift=46.1), OrderedStatistic(items_base=frozenset({'SET OF 3 WOODEN TREE DECORATIONS'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.5, lift=46.1)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'SET OF 4 KNICK KNACK TINS DOILY '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'SET OF 4 KNICK KNACK TINS DOILY '}), confidence=0.2, lift=11.525), OrderedStatistic(items_base=frozenset({'SET OF 4 KNICK KNACK TINS DOILY '}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.125, lift=11.525)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'SET OF 4 KNICK KNACK TINS LEAF'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'SET OF 4 KNICK KNACK TINS LEAF'}), confidence=0.2, lift=11.525), OrderedStatistic(items_base=frozenset({'SET OF 4 KNICK KNACK TINS LEAF'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.125, lift=11.525)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'SET OF 4 KNICK KNACK TINS LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'SET OF 4 KNICK KNACK TINS LONDON '}), confidence=0.2, lift=5.423529411764706), OrderedStatistic(items_base=frozenset({'SET OF 4 KNICK KNACK TINS LONDON '}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.05882352941176471, lift=5.423529411764706)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'SET OF 4 PANTRY JELLY MOULDS'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'SET OF 4 PANTRY JELLY MOULDS'}), confidence=0.2, lift=18.44), OrderedStatistic(items_base=frozenset({'SET OF 4 PANTRY JELLY MOULDS'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.2, lift=18.44)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'SET OF 4 SANTA PLACE SETTINGS'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'SET OF 4 SANTA PLACE SETTINGS'}), confidence=0.2, lift=30.733333333333338), OrderedStatistic(items_base=frozenset({'SET OF 4 SANTA PLACE SETTINGS'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.33333333333333337, lift=30.733333333333338)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'SET OF 6 SOLDIER SKITTLES'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'SET OF 6 SOLDIER SKITTLES'}), confidence=0.2, lift=7.6833333333333345), OrderedStatistic(items_base=frozenset({'SET OF 6 SOLDIER SKITTLES'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.08333333333333334, lift=7.6833333333333345)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'SET OF 60 I LOVE LONDON CAKE CASES '}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'SET OF 60 I LOVE LONDON CAKE CASES '}), confidence=0.4, lift=18.44), OrderedStatistic(items_base=frozenset({'SET OF 60 I LOVE LONDON CAKE CASES '}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.2, lift=18.44)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'SET OF 60 VINTAGE LEAF CAKE CASES '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'SET OF 60 VINTAGE LEAF CAKE CASES '}), confidence=0.2, lift=11.525), OrderedStatistic(items_base=frozenset({'SET OF 60 VINTAGE LEAF CAKE CASES '}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.125, lift=11.525)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'SET/2 RED RETROSPOT TEA TOWELS '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'SET/2 RED RETROSPOT TEA TOWELS '}), confidence=0.2, lift=11.525), OrderedStatistic(items_base=frozenset({'SET/2 RED RETROSPOT TEA TOWELS '}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.125, lift=11.525)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'SET/5 RED RETROSPOT LID GLASS BOWLS'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'SET/5 RED RETROSPOT LID GLASS BOWLS'}), confidence=0.2, lift=9.22), OrderedStatistic(items_base=frozenset({'SET/5 RED RETROSPOT LID GLASS BOWLS'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.1, lift=9.22)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'SKULL LUNCH BOX WITH CUTLERY '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'SKULL LUNCH BOX WITH CUTLERY '}), confidence=0.2, lift=4.61), OrderedStatistic(items_base=frozenset({'SKULL LUNCH BOX WITH CUTLERY '}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.05, lift=4.61)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'SMALL DOLLY MIX DESIGN ORANGE BOWL'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'SMALL DOLLY MIX DESIGN ORANGE BOWL'}), confidence=0.2, lift=18.44), OrderedStatistic(items_base=frozenset({'SMALL DOLLY MIX DESIGN ORANGE BOWL'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.2, lift=18.44)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'SMALL MARSHMALLOWS PINK BOWL'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'SMALL MARSHMALLOWS PINK BOWL'}), confidence=0.2, lift=18.44), OrderedStatistic(items_base=frozenset({'SMALL MARSHMALLOWS PINK BOWL'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.2, lift=18.44)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'SPACEBOY BEAKER'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'SPACEBOY BEAKER'}), confidence=0.2, lift=11.525), OrderedStatistic(items_base=frozenset({'SPACEBOY BEAKER'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.125, lift=11.525)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'SPACEBOY BIRTHDAY CARD'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'SPACEBOY BIRTHDAY CARD'}), confidence=0.2, lift=3.292857142857143), OrderedStatistic(items_base=frozenset({'SPACEBOY BIRTHDAY CARD'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.03571428571428572, lift=3.292857142857143)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'SPACEBOY CHILDRENS BOWL'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'SPACEBOY CHILDRENS BOWL'}), confidence=0.2, lift=4.61), OrderedStatistic(items_base=frozenset({'SPACEBOY CHILDRENS BOWL'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.05, lift=4.61)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'SPACEBOY CHILDRENS CUP'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'SPACEBOY CHILDRENS CUP'}), confidence=0.2, lift=7.092307692307693), OrderedStatistic(items_base=frozenset({'SPACEBOY CHILDRENS CUP'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.07692307692307693, lift=7.092307692307693)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'SPACEBOY GIFT WRAP'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'SPACEBOY GIFT WRAP'}), confidence=0.2, lift=30.733333333333338), OrderedStatistic(items_base=frozenset({'SPACEBOY GIFT WRAP'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.33333333333333337, lift=30.733333333333338)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'SPACEBOY LUNCH BOX '}), support=0.006507592190889371, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'SPACEBOY LUNCH BOX '}), confidence=0.6, lift=5.644897959183673), OrderedStatistic(items_base=frozenset({'SPACEBOY LUNCH BOX '}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.061224489795918366, lift=5.644897959183673)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'SPACEBOY MINI BACKPACK'}), support=0.006507592190889371, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'SPACEBOY MINI BACKPACK'}), confidence=0.6, lift=18.44), OrderedStatistic(items_base=frozenset({'SPACEBOY MINI BACKPACK'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.2, lift=18.44)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'SPACEBOY ROCKET LOLLY MAKERS'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'SPACEBOY ROCKET LOLLY MAKERS'}), confidence=0.2, lift=46.1), OrderedStatistic(items_base=frozenset({'SPACEBOY ROCKET LOLLY MAKERS'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.5, lift=46.1)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'TOTE BAG I LOVE LONDON'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'TOTE BAG I LOVE LONDON'}), confidence=0.2, lift=30.733333333333338), OrderedStatistic(items_base=frozenset({'TOTE BAG I LOVE LONDON'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.33333333333333337, lift=30.733333333333338)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'TOY TIDY SPACEBOY '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'TOY TIDY SPACEBOY '}), confidence=0.2, lift=30.733333333333338), OrderedStatistic(items_base=frozenset({'TOY TIDY SPACEBOY '}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.33333333333333337, lift=30.733333333333338)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'TRAVEL CARD WALLET I LOVE LONDON'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'TRAVEL CARD WALLET I LOVE LONDON'}), confidence=0.2, lift=46.1), OrderedStatistic(items_base=frozenset({'TRAVEL CARD WALLET I LOVE LONDON'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.5, lift=46.1)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'TRAVEL CARD WALLET PANTRY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'TRAVEL CARD WALLET PANTRY'}), confidence=0.2, lift=23.05), OrderedStatistic(items_base=frozenset({'TRAVEL CARD WALLET PANTRY'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.25, lift=23.05)]),\n",
" RelationRecord(items=frozenset({'TRAVEL SEWING KIT', ' I LOVE LONDON MINI BACKPACK'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'TRAVEL SEWING KIT'}), confidence=0.2, lift=11.525), OrderedStatistic(items_base=frozenset({'TRAVEL SEWING KIT'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.125, lift=11.525)]),\n",
" RelationRecord(items=frozenset({'TREASURE ISLAND BOOK BOX', ' I LOVE LONDON MINI BACKPACK'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'TREASURE ISLAND BOOK BOX'}), confidence=0.2, lift=46.1), OrderedStatistic(items_base=frozenset({'TREASURE ISLAND BOOK BOX'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.5, lift=46.1)]),\n",
" RelationRecord(items=frozenset({'TREASURE TIN BUFFALO BILL ', ' I LOVE LONDON MINI BACKPACK'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'TREASURE TIN BUFFALO BILL '}), confidence=0.2, lift=23.05), OrderedStatistic(items_base=frozenset({'TREASURE TIN BUFFALO BILL '}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.25, lift=23.05)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'TREASURE TIN GYMKHANA DESIGN'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'TREASURE TIN GYMKHANA DESIGN'}), confidence=0.2, lift=10.244444444444445), OrderedStatistic(items_base=frozenset({'TREASURE TIN GYMKHANA DESIGN'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.11111111111111112, lift=10.244444444444445)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'VINTAGE CHRISTMAS BUNTING'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'VINTAGE CHRISTMAS BUNTING'}), confidence=0.2, lift=30.733333333333338), OrderedStatistic(items_base=frozenset({'VINTAGE CHRISTMAS BUNTING'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.33333333333333337, lift=30.733333333333338)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'VINTAGE DOILY TRAVEL SEWING KIT'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'VINTAGE DOILY TRAVEL SEWING KIT'}), confidence=0.2, lift=10.244444444444445), OrderedStatistic(items_base=frozenset({'VINTAGE DOILY TRAVEL SEWING KIT'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.11111111111111112, lift=10.244444444444445)]),\n",
" RelationRecord(items=frozenset({'VINTAGE LEAF CHOPPING BOARD ', ' I LOVE LONDON MINI BACKPACK'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'VINTAGE LEAF CHOPPING BOARD '}), confidence=0.2, lift=92.2), OrderedStatistic(items_base=frozenset({'VINTAGE LEAF CHOPPING BOARD '}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=1.0, lift=92.2)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'VINTAGE SNAP CARDS'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'VINTAGE SNAP CARDS'}), confidence=0.2, lift=46.1), OrderedStatistic(items_base=frozenset({'VINTAGE SNAP CARDS'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.5, lift=46.1)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', \"WALL ART 70'S ALPHABET \"}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({\"WALL ART 70'S ALPHABET \"}), confidence=0.2, lift=92.2), OrderedStatistic(items_base=frozenset({\"WALL ART 70'S ALPHABET \"}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=1.0, lift=92.2)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'WOODEN ADVENT CALENDAR CREAM'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'WOODEN ADVENT CALENDAR CREAM'}), confidence=0.2, lift=46.1), OrderedStatistic(items_base=frozenset({'WOODEN ADVENT CALENDAR CREAM'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.5, lift=46.1)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'WOODLAND HEIGHT CHART STICKERS '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'WOODLAND HEIGHT CHART STICKERS '}), confidence=0.2, lift=10.244444444444445), OrderedStatistic(items_base=frozenset({'WOODLAND HEIGHT CHART STICKERS '}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.11111111111111112, lift=10.244444444444445)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'WOODLAND BUNNIES LOLLY MAKERS'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'WOODLAND BUNNIES LOLLY MAKERS'}), confidence=0.2, lift=15.366666666666669), OrderedStatistic(items_base=frozenset({'WOODLAND BUNNIES LOLLY MAKERS'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.16666666666666669, lift=15.366666666666669)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'WOODLAND MINI BACKPACK'}), support=0.008676789587852495, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'WOODLAND MINI BACKPACK'}), confidence=0.8, lift=23.05), OrderedStatistic(items_base=frozenset({'WOODLAND MINI BACKPACK'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.25, lift=23.05)]),\n",
" RelationRecord(items=frozenset({'WRAP VINTAGE DOILY ', ' I LOVE LONDON MINI BACKPACK'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'WRAP VINTAGE DOILY '}), confidence=0.2, lift=8.381818181818183), OrderedStatistic(items_base=frozenset({'WRAP VINTAGE DOILY '}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.09090909090909091, lift=8.381818181818183)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'WRAP GREEN PEARS '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'WRAP GREEN PEARS '}), confidence=0.2, lift=11.525), OrderedStatistic(items_base=frozenset({'WRAP GREEN PEARS '}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.125, lift=11.525)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'WRAP RED APPLES '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'WRAP RED APPLES '}), confidence=0.2, lift=7.6833333333333345), OrderedStatistic(items_base=frozenset({'WRAP RED APPLES '}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.08333333333333334, lift=7.6833333333333345)]),\n",
" RelationRecord(items=frozenset({' I LOVE LONDON MINI BACKPACK', 'ZINC FOLKART SLEIGH BELLS'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' I LOVE LONDON MINI BACKPACK'}), items_add=frozenset({'ZINC FOLKART SLEIGH BELLS'}), confidence=0.2, lift=11.525), OrderedStatistic(items_base=frozenset({'ZINC FOLKART SLEIGH BELLS'}), items_add=frozenset({' I LOVE LONDON MINI BACKPACK'}), confidence=0.125, lift=11.525)]),\n",
" RelationRecord(items=frozenset({'20 DOLLY PEGS RETROSPOT', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'20 DOLLY PEGS RETROSPOT'}), confidence=1.0, lift=115.25), OrderedStatistic(items_base=frozenset({'20 DOLLY PEGS RETROSPOT'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.25, lift=115.25)]),\n",
" RelationRecord(items=frozenset({'36 PENCILS TUBE SKULLS', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'36 PENCILS TUBE SKULLS'}), confidence=1.0, lift=115.25), OrderedStatistic(items_base=frozenset({'36 PENCILS TUBE SKULLS'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.25, lift=115.25)]),\n",
" RelationRecord(items=frozenset({'4 TRADITIONAL SPINNING TOPS', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'4 TRADITIONAL SPINNING TOPS'}), confidence=1.0, lift=16.464285714285715), OrderedStatistic(items_base=frozenset({'4 TRADITIONAL SPINNING TOPS'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.03571428571428572, lift=16.464285714285715)]),\n",
" RelationRecord(items=frozenset({'AREA PATROLLED METAL SIGN', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'AREA PATROLLED METAL SIGN'}), confidence=1.0, lift=153.66666666666669), OrderedStatistic(items_base=frozenset({'AREA PATROLLED METAL SIGN'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.33333333333333337, lift=153.66666666666669)]),\n",
" RelationRecord(items=frozenset({'ASSORTED COLOUR BIRD ORNAMENT', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'ASSORTED COLOUR BIRD ORNAMENT'}), confidence=1.0, lift=27.117647058823533), OrderedStatistic(items_base=frozenset({'ASSORTED COLOUR BIRD ORNAMENT'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.05882352941176471, lift=27.117647058823533)]),\n",
" RelationRecord(items=frozenset({'ASSTD RASTA KEY-CHAINS', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'ASSTD RASTA KEY-CHAINS'}), confidence=1.0, lift=461.0), OrderedStatistic(items_base=frozenset({'ASSTD RASTA KEY-CHAINS'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=1.0, lift=461.0)]),\n",
" RelationRecord(items=frozenset({'BEWARE OF THE CAT METAL SIGN ', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'BEWARE OF THE CAT METAL SIGN '}), confidence=1.0, lift=153.66666666666669), OrderedStatistic(items_base=frozenset({'BEWARE OF THE CAT METAL SIGN '}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.33333333333333337, lift=153.66666666666669)]),\n",
" RelationRecord(items=frozenset({'BLUE DRAWER KNOB ACRYLIC EDWARDIAN', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'BLUE DRAWER KNOB ACRYLIC EDWARDIAN'}), confidence=1.0, lift=230.5), OrderedStatistic(items_base=frozenset({'BLUE DRAWER KNOB ACRYLIC EDWARDIAN'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.5, lift=230.5)]),\n",
" RelationRecord(items=frozenset({'BLUE HARMONICA IN BOX ', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'BLUE HARMONICA IN BOX '}), confidence=1.0, lift=23.05), OrderedStatistic(items_base=frozenset({'BLUE HARMONICA IN BOX '}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.05, lift=23.05)]),\n",
" RelationRecord(items=frozenset({'BLUE STRIPE CERAMIC DRAWER KNOB', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'BLUE STRIPE CERAMIC DRAWER KNOB'}), confidence=1.0, lift=230.5), OrderedStatistic(items_base=frozenset({'BLUE STRIPE CERAMIC DRAWER KNOB'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.5, lift=230.5)]),\n",
" RelationRecord(items=frozenset({\"BOX OF 6 MINI 50'S CRACKERS\", ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({\"BOX OF 6 MINI 50'S CRACKERS\"}), confidence=1.0, lift=41.909090909090914), OrderedStatistic(items_base=frozenset({\"BOX OF 6 MINI 50'S CRACKERS\"}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.09090909090909091, lift=41.90909090909091)]),\n",
" RelationRecord(items=frozenset({'BREAD BIN DINER STYLE IVORY', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'BREAD BIN DINER STYLE IVORY'}), confidence=1.0, lift=115.25), OrderedStatistic(items_base=frozenset({'BREAD BIN DINER STYLE IVORY'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.25, lift=115.25)]),\n",
" RelationRecord(items=frozenset({' NINE DRAWER OFFICE TIDY', 'BROCANTE SHELF WITH HOOKS'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'BROCANTE SHELF WITH HOOKS'}), confidence=1.0, lift=461.0), OrderedStatistic(items_base=frozenset({'BROCANTE SHELF WITH HOOKS'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=1.0, lift=461.0)]),\n",
" RelationRecord(items=frozenset({'BULL DOG BOTTLE TOP WALL CLOCK', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'BULL DOG BOTTLE TOP WALL CLOCK'}), confidence=1.0, lift=461.0), OrderedStatistic(items_base=frozenset({'BULL DOG BOTTLE TOP WALL CLOCK'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=1.0, lift=461.0)]),\n",
" RelationRecord(items=frozenset({'BUTTERFLIES STICKERS', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'BUTTERFLIES STICKERS'}), confidence=1.0, lift=153.66666666666669), OrderedStatistic(items_base=frozenset({'BUTTERFLIES STICKERS'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.33333333333333337, lift=153.66666666666669)]),\n",
" RelationRecord(items=frozenset({'CARD HOLDER LOVE BIRD SMALL', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'CARD HOLDER LOVE BIRD SMALL'}), confidence=1.0, lift=461.0), OrderedStatistic(items_base=frozenset({'CARD HOLDER LOVE BIRD SMALL'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=1.0, lift=461.0)]),\n",
" RelationRecord(items=frozenset({' NINE DRAWER OFFICE TIDY', 'CAT BOWL VINTAGE CREAM'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'CAT BOWL VINTAGE CREAM'}), confidence=1.0, lift=461.0), OrderedStatistic(items_base=frozenset({'CAT BOWL VINTAGE CREAM'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=1.0, lift=461.0)]),\n",
" RelationRecord(items=frozenset({'CHOCOLATE THIS WAY METAL SIGN', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'CHOCOLATE THIS WAY METAL SIGN'}), confidence=1.0, lift=115.25), OrderedStatistic(items_base=frozenset({'CHOCOLATE THIS WAY METAL SIGN'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.25, lift=115.25)]),\n",
" RelationRecord(items=frozenset({' NINE DRAWER OFFICE TIDY', 'CINAMMON & ORANGE WREATH'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'CINAMMON & ORANGE WREATH'}), confidence=1.0, lift=461.0), OrderedStatistic(items_base=frozenset({'CINAMMON & ORANGE WREATH'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=1.0, lift=461.0)]),\n",
" RelationRecord(items=frozenset({'CLOTHES PEGS RETROSPOT PACK 24 ', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'CLOTHES PEGS RETROSPOT PACK 24 '}), confidence=1.0, lift=28.8125), OrderedStatistic(items_base=frozenset({'CLOTHES PEGS RETROSPOT PACK 24 '}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.0625, lift=28.8125)]),\n",
" RelationRecord(items=frozenset({'COFFEE MUG CAT + BIRD DESIGN', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'COFFEE MUG CAT + BIRD DESIGN'}), confidence=1.0, lift=32.92857142857143), OrderedStatistic(items_base=frozenset({'COFFEE MUG CAT + BIRD DESIGN'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.07142857142857144, lift=32.92857142857143)]),\n",
" RelationRecord(items=frozenset({'COFFEE MUG DOG + BALL DESIGN', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'COFFEE MUG DOG + BALL DESIGN'}), confidence=1.0, lift=76.83333333333334), OrderedStatistic(items_base=frozenset({'COFFEE MUG DOG + BALL DESIGN'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.16666666666666669, lift=76.83333333333334)]),\n",
" RelationRecord(items=frozenset({' NINE DRAWER OFFICE TIDY', 'CORDIAL GLASS JUG'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'CORDIAL GLASS JUG'}), confidence=1.0, lift=461.0), OrderedStatistic(items_base=frozenset({'CORDIAL GLASS JUG'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=1.0, lift=461.0)]),\n",
" RelationRecord(items=frozenset({'DOG BOWL VINTAGE CREAM', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'DOG BOWL VINTAGE CREAM'}), confidence=1.0, lift=230.5), OrderedStatistic(items_base=frozenset({'DOG BOWL VINTAGE CREAM'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.5, lift=230.5)]),\n",
" RelationRecord(items=frozenset({'DOLLY GIRL CHILDRENS BOWL', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'DOLLY GIRL CHILDRENS BOWL'}), confidence=1.0, lift=25.61111111111111), OrderedStatistic(items_base=frozenset({'DOLLY GIRL CHILDRENS BOWL'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.05555555555555556, lift=25.61111111111111)]),\n",
" RelationRecord(items=frozenset({'DOLLY GIRL CHILDRENS CUP', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'DOLLY GIRL CHILDRENS CUP'}), confidence=1.0, lift=28.8125), OrderedStatistic(items_base=frozenset({'DOLLY GIRL CHILDRENS CUP'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.0625, lift=28.8125)]),\n",
" RelationRecord(items=frozenset({'DRAWER KNOB CERAMIC IVORY', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'DRAWER KNOB CERAMIC IVORY'}), confidence=1.0, lift=153.66666666666669), OrderedStatistic(items_base=frozenset({'DRAWER KNOB CERAMIC IVORY'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.33333333333333337, lift=153.66666666666669)]),\n",
" RelationRecord(items=frozenset({' NINE DRAWER OFFICE TIDY', 'DRAWER KNOB CERAMIC RED'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'DRAWER KNOB CERAMIC RED'}), confidence=1.0, lift=461.0), OrderedStatistic(items_base=frozenset({'DRAWER KNOB CERAMIC RED'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=1.0, lift=461.0)]),\n",
" RelationRecord(items=frozenset({'DRAWER KNOB VINTAGE GLASS BALL', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'DRAWER KNOB VINTAGE GLASS BALL'}), confidence=1.0, lift=461.0), OrderedStatistic(items_base=frozenset({'DRAWER KNOB VINTAGE GLASS BALL'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=1.0, lift=461.0)]),\n",
" RelationRecord(items=frozenset({'DRAWER KNOB VINTAGE GLASS HEXAGON', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'DRAWER KNOB VINTAGE GLASS HEXAGON'}), confidence=1.0, lift=461.0), OrderedStatistic(items_base=frozenset({'DRAWER KNOB VINTAGE GLASS HEXAGON'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=1.0, lift=461.0)]),\n",
" RelationRecord(items=frozenset({'DRAWER KNOB VINTAGE GLASS STAR', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'DRAWER KNOB VINTAGE GLASS STAR'}), confidence=1.0, lift=461.0), OrderedStatistic(items_base=frozenset({'DRAWER KNOB VINTAGE GLASS STAR'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=1.0, lift=461.0)]),\n",
" RelationRecord(items=frozenset({' NINE DRAWER OFFICE TIDY', 'EGG FRYING PAN RED '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'EGG FRYING PAN RED '}), confidence=1.0, lift=230.5), OrderedStatistic(items_base=frozenset({'EGG FRYING PAN RED '}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.5, lift=230.5)]),\n",
" RelationRecord(items=frozenset({'ENAMEL BLUE RIM COFFEE CONTAINER', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'ENAMEL BLUE RIM COFFEE CONTAINER'}), confidence=1.0, lift=461.0), OrderedStatistic(items_base=frozenset({'ENAMEL BLUE RIM COFFEE CONTAINER'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=1.0, lift=461.0)]),\n",
" RelationRecord(items=frozenset({'ENCHANTED BIRD COATHANGER 5 HOOK', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'ENCHANTED BIRD COATHANGER 5 HOOK'}), confidence=1.0, lift=230.5), OrderedStatistic(items_base=frozenset({'ENCHANTED BIRD COATHANGER 5 HOOK'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.5, lift=230.5)]),\n",
" RelationRecord(items=frozenset({' NINE DRAWER OFFICE TIDY', 'ENGLISH ROSE HOT WATER BOTTLE'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'ENGLISH ROSE HOT WATER BOTTLE'}), confidence=1.0, lift=230.5), OrderedStatistic(items_base=frozenset({'ENGLISH ROSE HOT WATER BOTTLE'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.5, lift=230.5)]),\n",
" RelationRecord(items=frozenset({' NINE DRAWER OFFICE TIDY', 'FRYING PAN RED RETROSPOT'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'FRYING PAN RED RETROSPOT'}), confidence=1.0, lift=230.5), OrderedStatistic(items_base=frozenset({'FRYING PAN RED RETROSPOT'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.5, lift=230.5)]),\n",
" RelationRecord(items=frozenset({'FRYING PAN UNION FLAG', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'FRYING PAN UNION FLAG'}), confidence=1.0, lift=76.83333333333334), OrderedStatistic(items_base=frozenset({'FRYING PAN UNION FLAG'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.16666666666666669, lift=76.83333333333334)]),\n",
" RelationRecord(items=frozenset({' NINE DRAWER OFFICE TIDY', 'GIN + TONIC DIET METAL SIGN'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'GIN + TONIC DIET METAL SIGN'}), confidence=1.0, lift=230.5), OrderedStatistic(items_base=frozenset({'GIN + TONIC DIET METAL SIGN'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.5, lift=230.5)]),\n",
" RelationRecord(items=frozenset({' NINE DRAWER OFFICE TIDY', 'GIRAFFE WOODEN RULER'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'GIRAFFE WOODEN RULER'}), confidence=1.0, lift=41.909090909090914), OrderedStatistic(items_base=frozenset({'GIRAFFE WOODEN RULER'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.09090909090909091, lift=41.90909090909091)]),\n",
" RelationRecord(items=frozenset({'GLAMOROUS MUG', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'GLAMOROUS MUG'}), confidence=1.0, lift=153.66666666666669), OrderedStatistic(items_base=frozenset({'GLAMOROUS MUG'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.33333333333333337, lift=153.66666666666669)]),\n",
" RelationRecord(items=frozenset({'HANGING BUTTERFLY T-LIGHT HOLDER', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'HANGING BUTTERFLY T-LIGHT HOLDER'}), confidence=1.0, lift=461.0), OrderedStatistic(items_base=frozenset({'HANGING BUTTERFLY T-LIGHT HOLDER'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=1.0, lift=461.0)]),\n",
" RelationRecord(items=frozenset({'HEART SHAPED HOLLY WREATH', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'HEART SHAPED HOLLY WREATH'}), confidence=1.0, lift=461.0), OrderedStatistic(items_base=frozenset({'HEART SHAPED HOLLY WREATH'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=1.0, lift=461.0)]),\n",
" RelationRecord(items=frozenset({' NINE DRAWER OFFICE TIDY', 'HEARTS STICKERS'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'HEARTS STICKERS'}), confidence=1.0, lift=461.0), OrderedStatistic(items_base=frozenset({'HEARTS STICKERS'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=1.0, lift=461.0)]),\n",
" RelationRecord(items=frozenset({'HOT BATHS METAL SIGN', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'HOT BATHS METAL SIGN'}), confidence=1.0, lift=230.5), OrderedStatistic(items_base=frozenset({'HOT BATHS METAL SIGN'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.5, lift=230.5)]),\n",
" RelationRecord(items=frozenset({'ICON MUG REVOLUTIONARY', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'ICON MUG REVOLUTIONARY'}), confidence=1.0, lift=461.0), OrderedStatistic(items_base=frozenset({'ICON MUG REVOLUTIONARY'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=1.0, lift=461.0)]),\n",
" RelationRecord(items=frozenset({'IVORY DINER WALL CLOCK', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'IVORY DINER WALL CLOCK'}), confidence=1.0, lift=76.83333333333334), OrderedStatistic(items_base=frozenset({'IVORY DINER WALL CLOCK'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.16666666666666669, lift=76.83333333333334)]),\n",
" RelationRecord(items=frozenset({'IVORY KITCHEN SCALES', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'IVORY KITCHEN SCALES'}), confidence=1.0, lift=57.625), OrderedStatistic(items_base=frozenset({'IVORY KITCHEN SCALES'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.125, lift=57.625)]),\n",
" RelationRecord(items=frozenset({'JOY WOODEN BLOCK LETTERS', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'JOY WOODEN BLOCK LETTERS'}), confidence=1.0, lift=230.5), OrderedStatistic(items_base=frozenset({'JOY WOODEN BLOCK LETTERS'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.5, lift=230.5)]),\n",
" RelationRecord(items=frozenset({'JUMBO BAG DOLLY GIRL DESIGN', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'JUMBO BAG DOLLY GIRL DESIGN'}), confidence=1.0, lift=41.909090909090914), OrderedStatistic(items_base=frozenset({'JUMBO BAG DOLLY GIRL DESIGN'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.09090909090909091, lift=41.90909090909091)]),\n",
" RelationRecord(items=frozenset({'JUMBO BAG RED RETROSPOT', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'JUMBO BAG RED RETROSPOT'}), confidence=1.0, lift=12.13157894736842), OrderedStatistic(items_base=frozenset({'JUMBO BAG RED RETROSPOT'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.02631578947368421, lift=12.13157894736842)]),\n",
" RelationRecord(items=frozenset({'JUMBO BAG VINTAGE DOILY ', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'JUMBO BAG VINTAGE DOILY '}), confidence=1.0, lift=24.26315789473684), OrderedStatistic(items_base=frozenset({'JUMBO BAG VINTAGE DOILY '}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.05263157894736842, lift=24.26315789473684)]),\n",
" RelationRecord(items=frozenset({'JUMBO STORAGE BAG SUKI', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'JUMBO STORAGE BAG SUKI'}), confidence=1.0, lift=32.92857142857143), OrderedStatistic(items_base=frozenset({'JUMBO STORAGE BAG SUKI'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.07142857142857144, lift=32.92857142857143)]),\n",
" RelationRecord(items=frozenset({'KEY RING BASEBALL BOOT UNION JACK', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'KEY RING BASEBALL BOOT UNION JACK'}), confidence=1.0, lift=92.2), OrderedStatistic(items_base=frozenset({'KEY RING BASEBALL BOOT UNION JACK'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.2, lift=92.2)]),\n",
" RelationRecord(items=frozenset({' NINE DRAWER OFFICE TIDY', 'KNITTED UNION FLAG HOT WATER BOTTLE'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'KNITTED UNION FLAG HOT WATER BOTTLE'}), confidence=1.0, lift=153.66666666666669), OrderedStatistic(items_base=frozenset({'KNITTED UNION FLAG HOT WATER BOTTLE'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.33333333333333337, lift=153.66666666666669)]),\n",
" RelationRecord(items=frozenset({'MEMO BOARD COTTAGE DESIGN', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'MEMO BOARD COTTAGE DESIGN'}), confidence=1.0, lift=153.66666666666669), OrderedStatistic(items_base=frozenset({'MEMO BOARD COTTAGE DESIGN'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.33333333333333337, lift=153.66666666666669)]),\n",
" RelationRecord(items=frozenset({' NINE DRAWER OFFICE TIDY', 'MEMO BOARD RETROSPOT DESIGN'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'MEMO BOARD RETROSPOT DESIGN'}), confidence=1.0, lift=115.25), OrderedStatistic(items_base=frozenset({'MEMO BOARD RETROSPOT DESIGN'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.25, lift=115.25)]),\n",
" RelationRecord(items=frozenset({' NINE DRAWER OFFICE TIDY', 'MILK PAN RED RETROSPOT'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'MILK PAN RED RETROSPOT'}), confidence=1.0, lift=115.25), OrderedStatistic(items_base=frozenset({'MILK PAN RED RETROSPOT'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.25, lift=115.25)]),\n",
" RelationRecord(items=frozenset({'MINT KITCHEN SCALES', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'MINT KITCHEN SCALES'}), confidence=1.0, lift=65.85714285714286), OrderedStatistic(items_base=frozenset({'MINT KITCHEN SCALES'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.14285714285714288, lift=65.85714285714286)]),\n",
" RelationRecord(items=frozenset({'OFFICE MUG WARMER BLACK+SILVER ', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'OFFICE MUG WARMER BLACK+SILVER '}), confidence=1.0, lift=230.5), OrderedStatistic(items_base=frozenset({'OFFICE MUG WARMER BLACK+SILVER '}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.5, lift=230.5)]),\n",
" RelationRecord(items=frozenset({'PENCIL CASE LIFE IS BEAUTIFUL', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'PENCIL CASE LIFE IS BEAUTIFUL'}), confidence=1.0, lift=230.5), OrderedStatistic(items_base=frozenset({'PENCIL CASE LIFE IS BEAUTIFUL'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.5, lift=230.5)]),\n",
" RelationRecord(items=frozenset({'PLAYING CARDS JUBILEE UNION JACK', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'PLAYING CARDS JUBILEE UNION JACK'}), confidence=1.0, lift=92.2), OrderedStatistic(items_base=frozenset({'PLAYING CARDS JUBILEE UNION JACK'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.2, lift=92.2)]),\n",
" RelationRecord(items=frozenset({'POPPY FIELDS CHOPPING BOARD', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'POPPY FIELDS CHOPPING BOARD'}), confidence=1.0, lift=230.5), OrderedStatistic(items_base=frozenset({'POPPY FIELDS CHOPPING BOARD'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.5, lift=230.5)]),\n",
" RelationRecord(items=frozenset({'PURPLE DRAWERKNOB ACRYLIC EDWARDIAN', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'PURPLE DRAWERKNOB ACRYLIC EDWARDIAN'}), confidence=1.0, lift=461.0), OrderedStatistic(items_base=frozenset({'PURPLE DRAWERKNOB ACRYLIC EDWARDIAN'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=1.0, lift=461.0)]),\n",
" RelationRecord(items=frozenset({'RABBIT NIGHT LIGHT', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'RABBIT NIGHT LIGHT'}), confidence=1.0, lift=6.1466666666666665), OrderedStatistic(items_base=frozenset({'RABBIT NIGHT LIGHT'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.013333333333333334, lift=6.1466666666666665)]),\n",
" RelationRecord(items=frozenset({'RASTA IN BATH W SPLIFF ASHTRAY', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'RASTA IN BATH W SPLIFF ASHTRAY'}), confidence=1.0, lift=461.0), OrderedStatistic(items_base=frozenset({'RASTA IN BATH W SPLIFF ASHTRAY'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=1.0, lift=461.0)]),\n",
" RelationRecord(items=frozenset({' NINE DRAWER OFFICE TIDY', 'RATTLE SNAKE EGGS'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'RATTLE SNAKE EGGS'}), confidence=1.0, lift=153.66666666666669), OrderedStatistic(items_base=frozenset({'RATTLE SNAKE EGGS'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.33333333333333337, lift=153.66666666666669)]),\n",
" RelationRecord(items=frozenset({' NINE DRAWER OFFICE TIDY', 'RED APPLES CHOPPING BOARD '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'RED APPLES CHOPPING BOARD '}), confidence=1.0, lift=76.83333333333334), OrderedStatistic(items_base=frozenset({'RED APPLES CHOPPING BOARD '}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.16666666666666669, lift=76.83333333333334)]),\n",
" RelationRecord(items=frozenset({'RED DINER WALL CLOCK', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'RED DINER WALL CLOCK'}), confidence=1.0, lift=92.2), OrderedStatistic(items_base=frozenset({'RED DINER WALL CLOCK'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.2, lift=92.2)]),\n",
" RelationRecord(items=frozenset({'RED DRAWER KNOB ACRYLIC EDWARDIAN', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'RED DRAWER KNOB ACRYLIC EDWARDIAN'}), confidence=1.0, lift=461.0), OrderedStatistic(items_base=frozenset({'RED DRAWER KNOB ACRYLIC EDWARDIAN'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=1.0, lift=461.0)]),\n",
" RelationRecord(items=frozenset({'RED FLOWER CROCHET FOOD COVER', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'RED FLOWER CROCHET FOOD COVER'}), confidence=1.0, lift=230.5), OrderedStatistic(items_base=frozenset({'RED FLOWER CROCHET FOOD COVER'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.5, lift=230.5)]),\n",
" RelationRecord(items=frozenset({'RED GINGHAM ROSE JEWELLERY BOX', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'RED GINGHAM ROSE JEWELLERY BOX'}), confidence=1.0, lift=76.83333333333334), OrderedStatistic(items_base=frozenset({'RED GINGHAM ROSE JEWELLERY BOX'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.16666666666666669, lift=76.83333333333334)]),\n",
" RelationRecord(items=frozenset({'RED HANGING HEART T-LIGHT HOLDER', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'RED HANGING HEART T-LIGHT HOLDER'}), confidence=1.0, lift=461.0), OrderedStatistic(items_base=frozenset({'RED HANGING HEART T-LIGHT HOLDER'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=1.0, lift=461.0)]),\n",
" RelationRecord(items=frozenset({'RED KITCHEN SCALES', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'RED KITCHEN SCALES'}), confidence=1.0, lift=57.625), OrderedStatistic(items_base=frozenset({'RED KITCHEN SCALES'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.125, lift=57.625)]),\n",
" RelationRecord(items=frozenset({'RED REFECTORY CLOCK ', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'RED REFECTORY CLOCK '}), confidence=1.0, lift=230.5), OrderedStatistic(items_base=frozenset({'RED REFECTORY CLOCK '}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.5, lift=230.5)]),\n",
" RelationRecord(items=frozenset({'RED RETROSPOT BOWL', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'RED RETROSPOT BOWL'}), confidence=1.0, lift=30.733333333333334), OrderedStatistic(items_base=frozenset({'RED RETROSPOT BOWL'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.06666666666666668, lift=30.733333333333338)]),\n",
" RelationRecord(items=frozenset({'RED RETROSPOT SMALL MILK JUG', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'RED RETROSPOT SMALL MILK JUG'}), confidence=1.0, lift=41.909090909090914), OrderedStatistic(items_base=frozenset({'RED RETROSPOT SMALL MILK JUG'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.09090909090909091, lift=41.90909090909091)]),\n",
" RelationRecord(items=frozenset({'RED RETROSPOT SUGAR JAM BOWL', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'RED RETROSPOT SUGAR JAM BOWL'}), confidence=1.0, lift=46.1), OrderedStatistic(items_base=frozenset({'RED RETROSPOT SUGAR JAM BOWL'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.1, lift=46.1)]),\n",
" RelationRecord(items=frozenset({'RED SPOT CERAMIC DRAWER KNOB', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'RED SPOT CERAMIC DRAWER KNOB'}), confidence=1.0, lift=153.66666666666669), OrderedStatistic(items_base=frozenset({'RED SPOT CERAMIC DRAWER KNOB'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.33333333333333337, lift=153.66666666666669)]),\n",
" RelationRecord(items=frozenset({'RED WOOLLY HOTTIE WHITE HEART.', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'RED WOOLLY HOTTIE WHITE HEART.'}), confidence=1.0, lift=115.25), OrderedStatistic(items_base=frozenset({'RED WOOLLY HOTTIE WHITE HEART.'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.25, lift=115.25)]),\n",
" RelationRecord(items=frozenset({' NINE DRAWER OFFICE TIDY', 'RETROSPOT HEART HOT WATER BOTTLE'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'RETROSPOT HEART HOT WATER BOTTLE'}), confidence=1.0, lift=46.1), OrderedStatistic(items_base=frozenset({'RETROSPOT HEART HOT WATER BOTTLE'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.1, lift=46.1)]),\n",
" RelationRecord(items=frozenset({'REVOLVER WOODEN RULER ', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'REVOLVER WOODEN RULER '}), confidence=1.0, lift=20.954545454545457), OrderedStatistic(items_base=frozenset({'REVOLVER WOODEN RULER '}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.045454545454545456, lift=20.954545454545453)]),\n",
" RelationRecord(items=frozenset({'ROTATING SILVER ANGELS T-LIGHT HLDR', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'ROTATING SILVER ANGELS T-LIGHT HLDR'}), confidence=1.0, lift=461.0), OrderedStatistic(items_base=frozenset({'ROTATING SILVER ANGELS T-LIGHT HLDR'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=1.0, lift=461.0)]),\n",
" RelationRecord(items=frozenset({'ROUND CAKE TIN VINTAGE GREEN', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'ROUND CAKE TIN VINTAGE GREEN'}), confidence=1.0, lift=230.5), OrderedStatistic(items_base=frozenset({'ROUND CAKE TIN VINTAGE GREEN'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.5, lift=230.5)]),\n",
" RelationRecord(items=frozenset({'ROUND CAKE TIN VINTAGE RED', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'ROUND CAKE TIN VINTAGE RED'}), confidence=1.0, lift=92.2), OrderedStatistic(items_base=frozenset({'ROUND CAKE TIN VINTAGE RED'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.2, lift=92.2)]),\n",
" RelationRecord(items=frozenset({'SAVE THE PLANET MUG', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'SAVE THE PLANET MUG'}), confidence=1.0, lift=92.2), OrderedStatistic(items_base=frozenset({'SAVE THE PLANET MUG'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.2, lift=92.2)]),\n",
" RelationRecord(items=frozenset({'SET 12 KIDS WHITE CHALK STICKS', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'SET 12 KIDS WHITE CHALK STICKS'}), confidence=1.0, lift=76.83333333333334), OrderedStatistic(items_base=frozenset({'SET 12 KIDS WHITE CHALK STICKS'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.16666666666666669, lift=76.83333333333334)]),\n",
" RelationRecord(items=frozenset({'SET 12 KIDS COLOUR CHALK STICKS', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'SET 12 KIDS COLOUR CHALK STICKS'}), confidence=1.0, lift=76.83333333333334), OrderedStatistic(items_base=frozenset({'SET 12 KIDS COLOUR CHALK STICKS'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.16666666666666669, lift=76.83333333333334)]),\n",
" RelationRecord(items=frozenset({'SET 3 WICKER STORAGE BASKETS ', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'SET 3 WICKER STORAGE BASKETS '}), confidence=1.0, lift=461.0), OrderedStatistic(items_base=frozenset({'SET 3 WICKER STORAGE BASKETS '}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=1.0, lift=461.0)]),\n",
" RelationRecord(items=frozenset({' NINE DRAWER OFFICE TIDY', 'SET OF 2 TEA TOWELS APPLE AND PEARS'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'SET OF 2 TEA TOWELS APPLE AND PEARS'}), confidence=1.0, lift=17.074074074074073), OrderedStatistic(items_base=frozenset({'SET OF 2 TEA TOWELS APPLE AND PEARS'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.037037037037037035, lift=17.074074074074073)]),\n",
" RelationRecord(items=frozenset({'SET OF 4 KNICK KNACK TINS DOILY ', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'SET OF 4 KNICK KNACK TINS DOILY '}), confidence=1.0, lift=57.625), OrderedStatistic(items_base=frozenset({'SET OF 4 KNICK KNACK TINS DOILY '}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.125, lift=57.625)]),\n",
" RelationRecord(items=frozenset({'SET OF 6 T-LIGHTS SANTA', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'SET OF 6 T-LIGHTS SANTA'}), confidence=1.0, lift=76.83333333333334), OrderedStatistic(items_base=frozenset({'SET OF 6 T-LIGHTS SANTA'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.16666666666666669, lift=76.83333333333334)]),\n",
" RelationRecord(items=frozenset({'SET OF 6 T-LIGHTS SNOWMEN', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'SET OF 6 T-LIGHTS SNOWMEN'}), confidence=1.0, lift=230.5), OrderedStatistic(items_base=frozenset({'SET OF 6 T-LIGHTS SNOWMEN'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.5, lift=230.5)]),\n",
" RelationRecord(items=frozenset({'SET/3 RED GINGHAM ROSE STORAGE BOX', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'SET/3 RED GINGHAM ROSE STORAGE BOX'}), confidence=1.0, lift=76.83333333333334), OrderedStatistic(items_base=frozenset({'SET/3 RED GINGHAM ROSE STORAGE BOX'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.16666666666666669, lift=76.83333333333334)]),\n",
" RelationRecord(items=frozenset({'SET/5 RED RETROSPOT LID GLASS BOWLS', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'SET/5 RED RETROSPOT LID GLASS BOWLS'}), confidence=1.0, lift=46.1), OrderedStatistic(items_base=frozenset({'SET/5 RED RETROSPOT LID GLASS BOWLS'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.1, lift=46.1)]),\n",
" RelationRecord(items=frozenset({'SET3 BOOK BOX GREEN GINGHAM FLOWER ', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'SET3 BOOK BOX GREEN GINGHAM FLOWER '}), confidence=1.0, lift=115.25), OrderedStatistic(items_base=frozenset({'SET3 BOOK BOX GREEN GINGHAM FLOWER '}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.25, lift=115.25)]),\n",
" RelationRecord(items=frozenset({'SINGLE ANTIQUE ROSE HOOK IVORY', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'SINGLE ANTIQUE ROSE HOOK IVORY'}), confidence=1.0, lift=153.66666666666669), OrderedStatistic(items_base=frozenset({'SINGLE ANTIQUE ROSE HOOK IVORY'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.33333333333333337, lift=153.66666666666669)]),\n",
" RelationRecord(items=frozenset({'SKULLS STICKERS', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'SKULLS STICKERS'}), confidence=1.0, lift=230.5), OrderedStatistic(items_base=frozenset({'SKULLS STICKERS'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.5, lift=230.5)]),\n",
" RelationRecord(items=frozenset({'SMALL WHITE RETROSPOT MUG IN BOX ', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'SMALL WHITE RETROSPOT MUG IN BOX '}), confidence=1.0, lift=153.66666666666669), OrderedStatistic(items_base=frozenset({'SMALL WHITE RETROSPOT MUG IN BOX '}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.33333333333333337, lift=153.66666666666669)]),\n",
" RelationRecord(items=frozenset({' NINE DRAWER OFFICE TIDY', 'SPACEBOY CHILDRENS BOWL'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'SPACEBOY CHILDRENS BOWL'}), confidence=1.0, lift=23.05), OrderedStatistic(items_base=frozenset({'SPACEBOY CHILDRENS BOWL'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.05, lift=23.05)]),\n",
" RelationRecord(items=frozenset({'SPACEBOY CHILDRENS CUP', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'SPACEBOY CHILDRENS CUP'}), confidence=1.0, lift=35.46153846153846), OrderedStatistic(items_base=frozenset({'SPACEBOY CHILDRENS CUP'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.07692307692307693, lift=35.46153846153846)]),\n",
" RelationRecord(items=frozenset({' NINE DRAWER OFFICE TIDY', 'STORAGE TIN VINTAGE DOILY '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'STORAGE TIN VINTAGE DOILY '}), confidence=1.0, lift=57.625), OrderedStatistic(items_base=frozenset({'STORAGE TIN VINTAGE DOILY '}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.125, lift=57.625)]),\n",
" RelationRecord(items=frozenset({'TOADSTOOL BEDSIDE LIGHT ', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'TOADSTOOL BEDSIDE LIGHT '}), confidence=1.0, lift=76.83333333333334), OrderedStatistic(items_base=frozenset({'TOADSTOOL BEDSIDE LIGHT '}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.16666666666666669, lift=76.83333333333334)]),\n",
" RelationRecord(items=frozenset({'TRADITIONAL PICK UP STICKS GAME ', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'TRADITIONAL PICK UP STICKS GAME '}), confidence=1.0, lift=65.85714285714286), OrderedStatistic(items_base=frozenset({'TRADITIONAL PICK UP STICKS GAME '}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.14285714285714288, lift=65.85714285714286)]),\n",
" RelationRecord(items=frozenset({'TRIPLE HOOK ANTIQUE IVORY ROSE', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'TRIPLE HOOK ANTIQUE IVORY ROSE'}), confidence=1.0, lift=230.5), OrderedStatistic(items_base=frozenset({'TRIPLE HOOK ANTIQUE IVORY ROSE'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.5, lift=230.5)]),\n",
" RelationRecord(items=frozenset({'TUSCAN VILLA BIRD FEEDER', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'TUSCAN VILLA BIRD FEEDER'}), confidence=1.0, lift=461.0), OrderedStatistic(items_base=frozenset({'TUSCAN VILLA BIRD FEEDER'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=1.0, lift=461.0)]),\n",
" RelationRecord(items=frozenset({'VEGETABLE GARDEN CHOPPING BOARD', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'VEGETABLE GARDEN CHOPPING BOARD'}), confidence=1.0, lift=461.0), OrderedStatistic(items_base=frozenset({'VEGETABLE GARDEN CHOPPING BOARD'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=1.0, lift=461.0)]),\n",
" RelationRecord(items=frozenset({' NINE DRAWER OFFICE TIDY', 'VICTORIAN GLASS HANGING T-LIGHT'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'VICTORIAN GLASS HANGING T-LIGHT'}), confidence=1.0, lift=230.5), OrderedStatistic(items_base=frozenset({'VICTORIAN GLASS HANGING T-LIGHT'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.5, lift=230.5)]),\n",
" RelationRecord(items=frozenset({'VICTORIAN SEWING BOX MEDIUM', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'VICTORIAN SEWING BOX MEDIUM'}), confidence=1.0, lift=461.0), OrderedStatistic(items_base=frozenset({'VICTORIAN SEWING BOX MEDIUM'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=1.0, lift=461.0)]),\n",
" RelationRecord(items=frozenset({'VICTORIAN SEWING BOX SMALL ', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'VICTORIAN SEWING BOX SMALL '}), confidence=1.0, lift=230.5), OrderedStatistic(items_base=frozenset({'VICTORIAN SEWING BOX SMALL '}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.5, lift=230.5)]),\n",
" RelationRecord(items=frozenset({'VINTAGE CREAM CAT FOOD CONTAINER', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'VINTAGE CREAM CAT FOOD CONTAINER'}), confidence=1.0, lift=153.66666666666669), OrderedStatistic(items_base=frozenset({'VINTAGE CREAM CAT FOOD CONTAINER'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.33333333333333337, lift=153.66666666666669)]),\n",
" RelationRecord(items=frozenset({'VINTAGE CREAM DOG FOOD CONTAINER', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'VINTAGE CREAM DOG FOOD CONTAINER'}), confidence=1.0, lift=230.5), OrderedStatistic(items_base=frozenset({'VINTAGE CREAM DOG FOOD CONTAINER'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.5, lift=230.5)]),\n",
" RelationRecord(items=frozenset({'VINTAGE DOILY JUMBO BAG RED ', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'VINTAGE DOILY JUMBO BAG RED '}), confidence=1.0, lift=92.2), OrderedStatistic(items_base=frozenset({'VINTAGE DOILY JUMBO BAG RED '}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.2, lift=92.2)]),\n",
" RelationRecord(items=frozenset({'VINTAGE GLASS T-LIGHT HOLDER', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'VINTAGE GLASS T-LIGHT HOLDER'}), confidence=1.0, lift=461.0), OrderedStatistic(items_base=frozenset({'VINTAGE GLASS T-LIGHT HOLDER'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=1.0, lift=461.0)]),\n",
" RelationRecord(items=frozenset({'VINTAGE UNION JACK MEMOBOARD', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'VINTAGE UNION JACK MEMOBOARD'}), confidence=1.0, lift=153.66666666666669), OrderedStatistic(items_base=frozenset({'VINTAGE UNION JACK MEMOBOARD'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.33333333333333337, lift=153.66666666666669)]),\n",
" RelationRecord(items=frozenset({'WAKE UP COCKEREL CALENDAR SIGN ', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'WAKE UP COCKEREL CALENDAR SIGN '}), confidence=1.0, lift=461.0), OrderedStatistic(items_base=frozenset({'WAKE UP COCKEREL CALENDAR SIGN '}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=1.0, lift=461.0)]),\n",
" RelationRecord(items=frozenset({'WHITE HANGING HEART T-LIGHT HOLDER', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'WHITE HANGING HEART T-LIGHT HOLDER'}), confidence=1.0, lift=153.66666666666669), OrderedStatistic(items_base=frozenset({'WHITE HANGING HEART T-LIGHT HOLDER'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.33333333333333337, lift=153.66666666666669)]),\n",
" RelationRecord(items=frozenset({' NINE DRAWER OFFICE TIDY', 'WHITE SPOT RED CERAMIC DRAWER KNOB'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'WHITE SPOT RED CERAMIC DRAWER KNOB'}), confidence=1.0, lift=92.2), OrderedStatistic(items_base=frozenset({'WHITE SPOT RED CERAMIC DRAWER KNOB'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.2, lift=92.2)]),\n",
" RelationRecord(items=frozenset({'WOODEN BOX OF DOMINOES', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'WOODEN BOX OF DOMINOES'}), confidence=1.0, lift=51.22222222222222), OrderedStatistic(items_base=frozenset({'WOODEN BOX OF DOMINOES'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.11111111111111112, lift=51.22222222222222)]),\n",
" RelationRecord(items=frozenset({' NINE DRAWER OFFICE TIDY', 'WOODEN CROQUET GARDEN SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'WOODEN CROQUET GARDEN SET'}), confidence=1.0, lift=65.85714285714286), OrderedStatistic(items_base=frozenset({'WOODEN CROQUET GARDEN SET'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.14285714285714288, lift=65.85714285714286)]),\n",
" RelationRecord(items=frozenset({' NINE DRAWER OFFICE TIDY', 'WOODEN REGATTA BUNTING'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'WOODEN REGATTA BUNTING'}), confidence=1.0, lift=461.0), OrderedStatistic(items_base=frozenset({'WOODEN REGATTA BUNTING'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=1.0, lift=461.0)]),\n",
" RelationRecord(items=frozenset({'WOODEN UNION JACK BUNTING', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'WOODEN UNION JACK BUNTING'}), confidence=1.0, lift=230.5), OrderedStatistic(items_base=frozenset({'WOODEN UNION JACK BUNTING'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=0.5, lift=230.5)]),\n",
" RelationRecord(items=frozenset({'YELLOW GIANT GARDEN THERMOMETER', ' NINE DRAWER OFFICE TIDY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' NINE DRAWER OFFICE TIDY'}), items_add=frozenset({'YELLOW GIANT GARDEN THERMOMETER'}), confidence=1.0, lift=461.0), OrderedStatistic(items_base=frozenset({'YELLOW GIANT GARDEN THERMOMETER'}), items_add=frozenset({' NINE DRAWER OFFICE TIDY'}), confidence=1.0, lift=461.0)]),\n",
" RelationRecord(items=frozenset({' SET 2 TEA TOWELS I LOVE LONDON ', '36 DOILIES DOLLY GIRL'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'36 DOILIES DOLLY GIRL'}), confidence=0.14285714285714288, lift=21.952380952380956), OrderedStatistic(items_base=frozenset({'36 DOILIES DOLLY GIRL'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.33333333333333337, lift=21.952380952380956)]),\n",
" RelationRecord(items=frozenset({'60 CAKE CASES DOLLY GIRL DESIGN', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'60 CAKE CASES DOLLY GIRL DESIGN'}), confidence=0.28571428571428575, lift=14.634920634920636), OrderedStatistic(items_base=frozenset({'60 CAKE CASES DOLLY GIRL DESIGN'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.22222222222222224, lift=14.634920634920636)]),\n",
" RelationRecord(items=frozenset({'60 TEATIME FAIRY CAKE CASES', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'60 TEATIME FAIRY CAKE CASES'}), confidence=0.14285714285714288, lift=8.232142857142858), OrderedStatistic(items_base=frozenset({'60 TEATIME FAIRY CAKE CASES'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.125, lift=8.232142857142858)]),\n",
" RelationRecord(items=frozenset({'ALARM CLOCK BAKELIKE GREEN', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.006507592190889371, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'ALARM CLOCK BAKELIKE GREEN'}), confidence=0.4285714285714286, lift=5.065934065934067), OrderedStatistic(items_base=frozenset({'ALARM CLOCK BAKELIKE GREEN'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.07692307692307693, lift=5.065934065934067)]),\n",
" RelationRecord(items=frozenset({'ALARM CLOCK BAKELIKE ORANGE', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'ALARM CLOCK BAKELIKE ORANGE'}), confidence=0.14285714285714288, lift=3.8739495798319337), OrderedStatistic(items_base=frozenset({'ALARM CLOCK BAKELIKE ORANGE'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.05882352941176471, lift=3.873949579831933)]),\n",
" RelationRecord(items=frozenset({'ALARM CLOCK BAKELIKE PINK', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'ALARM CLOCK BAKELIKE PINK'}), confidence=0.28571428571428575, lift=3.292857142857143), OrderedStatistic(items_base=frozenset({'ALARM CLOCK BAKELIKE PINK'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.05, lift=3.292857142857143)]),\n",
" RelationRecord(items=frozenset({' SET 2 TEA TOWELS I LOVE LONDON ', 'ALARM CLOCK BAKELIKE RED '}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'ALARM CLOCK BAKELIKE RED '}), confidence=0.28571428571428575, lift=3.5598455598455603), OrderedStatistic(items_base=frozenset({'ALARM CLOCK BAKELIKE RED '}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.05405405405405405, lift=3.55984555984556)]),\n",
" RelationRecord(items=frozenset({' SET 2 TEA TOWELS I LOVE LONDON ', 'ALPHABET HEARTS STICKER SHEET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'ALPHABET HEARTS STICKER SHEET'}), confidence=0.14285714285714288, lift=65.85714285714286), OrderedStatistic(items_base=frozenset({'ALPHABET HEARTS STICKER SHEET'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=1.0, lift=65.85714285714286)]),\n",
" RelationRecord(items=frozenset({'AREA PATROLLED METAL SIGN', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'AREA PATROLLED METAL SIGN'}), confidence=0.14285714285714288, lift=21.952380952380956), OrderedStatistic(items_base=frozenset({'AREA PATROLLED METAL SIGN'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.33333333333333337, lift=21.952380952380956)]),\n",
" RelationRecord(items=frozenset({' SET 2 TEA TOWELS I LOVE LONDON ', 'ASSORTED BOTTLE TOP MAGNETS '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'ASSORTED BOTTLE TOP MAGNETS '}), confidence=0.14285714285714288, lift=21.952380952380956), OrderedStatistic(items_base=frozenset({'ASSORTED BOTTLE TOP MAGNETS '}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.33333333333333337, lift=21.952380952380956)]),\n",
" RelationRecord(items=frozenset({' SET 2 TEA TOWELS I LOVE LONDON ', 'ASSORTED EASTER DECORATIONS BELLS'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'ASSORTED EASTER DECORATIONS BELLS'}), confidence=0.28571428571428575, lift=65.85714285714286), OrderedStatistic(items_base=frozenset({'ASSORTED EASTER DECORATIONS BELLS'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=1.0, lift=65.85714285714286)]),\n",
" RelationRecord(items=frozenset({'BAKING MOULD CHOCOLATE CUPCAKES', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'BAKING MOULD CHOCOLATE CUPCAKES'}), confidence=0.14285714285714288, lift=21.952380952380956), OrderedStatistic(items_base=frozenset({'BAKING MOULD CHOCOLATE CUPCAKES'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.33333333333333337, lift=21.952380952380956)]),\n",
" RelationRecord(items=frozenset({'BAKING MOULD HEART MILK CHOCOLATE', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'BAKING MOULD HEART MILK CHOCOLATE'}), confidence=0.14285714285714288, lift=21.952380952380956), OrderedStatistic(items_base=frozenset({'BAKING MOULD HEART MILK CHOCOLATE'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.33333333333333337, lift=21.952380952380956)]),\n",
" RelationRecord(items=frozenset({' SET 2 TEA TOWELS I LOVE LONDON ', 'BAKING MOULD HEART WHITE CHOCOLATE'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'BAKING MOULD HEART WHITE CHOCOLATE'}), confidence=0.14285714285714288, lift=65.85714285714286), OrderedStatistic(items_base=frozenset({'BAKING MOULD HEART WHITE CHOCOLATE'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=1.0, lift=65.85714285714286)]),\n",
" RelationRecord(items=frozenset({'BALLOON PUMP WITH 10 BALLOONS', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'BALLOON PUMP WITH 10 BALLOONS'}), confidence=0.14285714285714288, lift=13.171428571428573), OrderedStatistic(items_base=frozenset({'BALLOON PUMP WITH 10 BALLOONS'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.2, lift=13.171428571428573)]),\n",
" RelationRecord(items=frozenset({'BLACK KITCHEN SCALES', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'BLACK KITCHEN SCALES'}), confidence=0.14285714285714288, lift=10.976190476190478), OrderedStatistic(items_base=frozenset({'BLACK KITCHEN SCALES'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.16666666666666669, lift=10.976190476190478)]),\n",
" RelationRecord(items=frozenset({' SET 2 TEA TOWELS I LOVE LONDON ', 'BLUE DINER WALL CLOCK'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'BLUE DINER WALL CLOCK'}), confidence=0.14285714285714288, lift=16.464285714285715), OrderedStatistic(items_base=frozenset({'BLUE DINER WALL CLOCK'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.25, lift=16.464285714285715)]),\n",
" RelationRecord(items=frozenset({'BOX OF VINTAGE JIGSAW BLOCKS ', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'BOX OF VINTAGE JIGSAW BLOCKS '}), confidence=0.14285714285714288, lift=65.85714285714286), OrderedStatistic(items_base=frozenset({'BOX OF VINTAGE JIGSAW BLOCKS '}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=1.0, lift=65.85714285714286)]),\n",
" RelationRecord(items=frozenset({' SET 2 TEA TOWELS I LOVE LONDON ', 'BREAD BIN DINER STYLE RED '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'BREAD BIN DINER STYLE RED '}), confidence=0.14285714285714288, lift=16.464285714285715), OrderedStatistic(items_base=frozenset({'BREAD BIN DINER STYLE RED '}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.25, lift=16.464285714285715)]),\n",
" RelationRecord(items=frozenset({'CARD I LOVE LONDON ', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'CARD I LOVE LONDON '}), confidence=0.28571428571428575, lift=32.92857142857143), OrderedStatistic(items_base=frozenset({'CARD I LOVE LONDON '}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.5, lift=32.92857142857143)]),\n",
" RelationRecord(items=frozenset({'CHARLOTTE BAG DOLLY GIRL DESIGN', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'CHARLOTTE BAG DOLLY GIRL DESIGN'}), confidence=0.28571428571428575, lift=5.065934065934067), OrderedStatistic(items_base=frozenset({'CHARLOTTE BAG DOLLY GIRL DESIGN'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.07692307692307693, lift=5.065934065934067)]),\n",
" RelationRecord(items=frozenset({\"CHILDREN'S CIRCUS PARADE MUG\", ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({\"CHILDREN'S CIRCUS PARADE MUG\"}), confidence=0.14285714285714288, lift=5.488095238095239), OrderedStatistic(items_base=frozenset({\"CHILDREN'S CIRCUS PARADE MUG\"}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.08333333333333334, lift=5.488095238095239)]),\n",
" RelationRecord(items=frozenset({'CHILDRENS APRON APPLES DESIGN', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'CHILDRENS APRON APPLES DESIGN'}), confidence=0.14285714285714288, lift=3.8739495798319337), OrderedStatistic(items_base=frozenset({'CHILDRENS APRON APPLES DESIGN'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.05882352941176471, lift=3.873949579831933)]),\n",
" RelationRecord(items=frozenset({'CHILDRENS GARDEN GLOVES BLUE', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'CHILDRENS GARDEN GLOVES BLUE'}), confidence=0.14285714285714288, lift=32.92857142857143), OrderedStatistic(items_base=frozenset({'CHILDRENS GARDEN GLOVES BLUE'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.5, lift=32.92857142857143)]),\n",
" RelationRecord(items=frozenset({' SET 2 TEA TOWELS I LOVE LONDON ', 'CHILDRENS GARDEN GLOVES PINK'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'CHILDRENS GARDEN GLOVES PINK'}), confidence=0.14285714285714288, lift=65.85714285714286), OrderedStatistic(items_base=frozenset({'CHILDRENS GARDEN GLOVES PINK'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=1.0, lift=65.85714285714286)]),\n",
" RelationRecord(items=frozenset({' SET 2 TEA TOWELS I LOVE LONDON ', 'CHILDS GARDEN BRUSH BLUE'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'CHILDS GARDEN BRUSH BLUE'}), confidence=0.14285714285714288, lift=32.92857142857143), OrderedStatistic(items_base=frozenset({'CHILDS GARDEN BRUSH BLUE'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.5, lift=32.92857142857143)]),\n",
" RelationRecord(items=frozenset({'CHILDS GARDEN BRUSH PINK', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'CHILDS GARDEN BRUSH PINK'}), confidence=0.14285714285714288, lift=32.92857142857143), OrderedStatistic(items_base=frozenset({'CHILDS GARDEN BRUSH PINK'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.5, lift=32.92857142857143)]),\n",
" RelationRecord(items=frozenset({'CHILDS GARDEN FORK BLUE ', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'CHILDS GARDEN FORK BLUE '}), confidence=0.14285714285714288, lift=32.92857142857143), OrderedStatistic(items_base=frozenset({'CHILDS GARDEN FORK BLUE '}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.5, lift=32.92857142857143)]),\n",
" RelationRecord(items=frozenset({'CHILDS GARDEN FORK PINK', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'CHILDS GARDEN FORK PINK'}), confidence=0.14285714285714288, lift=32.92857142857143), OrderedStatistic(items_base=frozenset({'CHILDS GARDEN FORK PINK'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.5, lift=32.92857142857143)]),\n",
" RelationRecord(items=frozenset({' SET 2 TEA TOWELS I LOVE LONDON ', 'CHILDS GARDEN RAKE BLUE'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'CHILDS GARDEN RAKE BLUE'}), confidence=0.14285714285714288, lift=21.952380952380956), OrderedStatistic(items_base=frozenset({'CHILDS GARDEN RAKE BLUE'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.33333333333333337, lift=21.952380952380956)]),\n",
" RelationRecord(items=frozenset({'CHILDS GARDEN RAKE PINK', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'CHILDS GARDEN RAKE PINK'}), confidence=0.14285714285714288, lift=21.952380952380956), OrderedStatistic(items_base=frozenset({'CHILDS GARDEN RAKE PINK'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.33333333333333337, lift=21.952380952380956)]),\n",
" RelationRecord(items=frozenset({'CHILDS GARDEN SPADE BLUE', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'CHILDS GARDEN SPADE BLUE'}), confidence=0.14285714285714288, lift=21.952380952380956), OrderedStatistic(items_base=frozenset({'CHILDS GARDEN SPADE BLUE'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.33333333333333337, lift=21.952380952380956)]),\n",
" RelationRecord(items=frozenset({' SET 2 TEA TOWELS I LOVE LONDON ', 'CHILDS GARDEN SPADE PINK'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'CHILDS GARDEN SPADE PINK'}), confidence=0.14285714285714288, lift=21.952380952380956), OrderedStatistic(items_base=frozenset({'CHILDS GARDEN SPADE PINK'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.33333333333333337, lift=21.952380952380956)]),\n",
" RelationRecord(items=frozenset({' SET 2 TEA TOWELS I LOVE LONDON ', 'CHILDS GARDEN TROWEL BLUE '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'CHILDS GARDEN TROWEL BLUE '}), confidence=0.14285714285714288, lift=21.952380952380956), OrderedStatistic(items_base=frozenset({'CHILDS GARDEN TROWEL BLUE '}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.33333333333333337, lift=21.952380952380956)]),\n",
" RelationRecord(items=frozenset({'CHILDS GARDEN TROWEL PINK', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'CHILDS GARDEN TROWEL PINK'}), confidence=0.14285714285714288, lift=21.952380952380956), OrderedStatistic(items_base=frozenset({'CHILDS GARDEN TROWEL PINK'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.33333333333333337, lift=21.952380952380956)]),\n",
" RelationRecord(items=frozenset({'CHOCOLATE THIS WAY METAL SIGN', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'CHOCOLATE THIS WAY METAL SIGN'}), confidence=0.14285714285714288, lift=16.464285714285715), OrderedStatistic(items_base=frozenset({'CHOCOLATE THIS WAY METAL SIGN'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.25, lift=16.464285714285715)]),\n",
" RelationRecord(items=frozenset({'CHRISTMAS LIGHTS 10 REINDEER', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'CHRISTMAS LIGHTS 10 REINDEER'}), confidence=0.14285714285714288, lift=13.171428571428573), OrderedStatistic(items_base=frozenset({'CHRISTMAS LIGHTS 10 REINDEER'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.2, lift=13.171428571428573)]),\n",
" RelationRecord(items=frozenset({'CIRCUS PARADE LUNCH BOX ', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.006507592190889371, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'CIRCUS PARADE LUNCH BOX '}), confidence=0.4285714285714286, lift=7.317460317460318), OrderedStatistic(items_base=frozenset({'CIRCUS PARADE LUNCH BOX '}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.1111111111111111, lift=7.317460317460317)]),\n",
" RelationRecord(items=frozenset({' SET 2 TEA TOWELS I LOVE LONDON ', 'CLASSIC CAFE SUGAR DISPENSER'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'CLASSIC CAFE SUGAR DISPENSER'}), confidence=0.14285714285714288, lift=16.464285714285715), OrderedStatistic(items_base=frozenset({'CLASSIC CAFE SUGAR DISPENSER'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.25, lift=16.464285714285715)]),\n",
" RelationRecord(items=frozenset({'COFFEE MUG APPLES DESIGN', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.006507592190889371, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'COFFEE MUG APPLES DESIGN'}), confidence=0.4285714285714286, lift=7.056122448979592), OrderedStatistic(items_base=frozenset({'COFFEE MUG APPLES DESIGN'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.10714285714285715, lift=7.056122448979592)]),\n",
" RelationRecord(items=frozenset({'COFFEE MUG CAT + BIRD DESIGN', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'COFFEE MUG CAT + BIRD DESIGN'}), confidence=0.14285714285714288, lift=4.704081632653062), OrderedStatistic(items_base=frozenset({'COFFEE MUG CAT + BIRD DESIGN'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.07142857142857144, lift=4.704081632653062)]),\n",
" RelationRecord(items=frozenset({'COFFEE MUG PEARS DESIGN', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'COFFEE MUG PEARS DESIGN'}), confidence=0.14285714285714288, lift=3.658730158730159), OrderedStatistic(items_base=frozenset({'COFFEE MUG PEARS DESIGN'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.05555555555555556, lift=3.658730158730159)]),\n",
" RelationRecord(items=frozenset({'DAIRY MAID TRADITIONAL TEAPOT ', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'DAIRY MAID TRADITIONAL TEAPOT '}), confidence=0.14285714285714288, lift=65.85714285714286), OrderedStatistic(items_base=frozenset({'DAIRY MAID TRADITIONAL TEAPOT '}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=1.0, lift=65.85714285714286)]),\n",
" RelationRecord(items=frozenset({' SET 2 TEA TOWELS I LOVE LONDON ', 'DANISH ROSE DECORATIVE PLATE'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'DANISH ROSE DECORATIVE PLATE'}), confidence=0.14285714285714288, lift=21.952380952380956), OrderedStatistic(items_base=frozenset({'DANISH ROSE DECORATIVE PLATE'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.33333333333333337, lift=21.952380952380956)]),\n",
" RelationRecord(items=frozenset({' SET 2 TEA TOWELS I LOVE LONDON ', 'DANISH ROSE DELUXE COASTER'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'DANISH ROSE DELUXE COASTER'}), confidence=0.14285714285714288, lift=16.464285714285715), OrderedStatistic(items_base=frozenset({'DANISH ROSE DELUXE COASTER'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.25, lift=16.464285714285715)]),\n",
" RelationRecord(items=frozenset({'DOORMAT RESPECTABLE HOUSE', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'DOORMAT RESPECTABLE HOUSE'}), confidence=0.14285714285714288, lift=7.317460317460318), OrderedStatistic(items_base=frozenset({'DOORMAT RESPECTABLE HOUSE'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.11111111111111112, lift=7.317460317460318)]),\n",
" RelationRecord(items=frozenset({' SET 2 TEA TOWELS I LOVE LONDON ', 'DOORMAT UNION FLAG'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'DOORMAT UNION FLAG'}), confidence=0.14285714285714288, lift=5.488095238095239), OrderedStatistic(items_base=frozenset({'DOORMAT UNION FLAG'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.08333333333333334, lift=5.488095238095239)]),\n",
" RelationRecord(items=frozenset({' SET 2 TEA TOWELS I LOVE LONDON ', 'DOORMAT UNION JACK GUNS AND ROSES'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'DOORMAT UNION JACK GUNS AND ROSES'}), confidence=0.14285714285714288, lift=21.952380952380956), OrderedStatistic(items_base=frozenset({'DOORMAT UNION JACK GUNS AND ROSES'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.33333333333333337, lift=21.952380952380956)]),\n",
" RelationRecord(items=frozenset({'EASTER TIN BUNNY BOUQUET', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'EASTER TIN BUNNY BOUQUET'}), confidence=0.14285714285714288, lift=5.065934065934067), OrderedStatistic(items_base=frozenset({'EASTER TIN BUNNY BOUQUET'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.07692307692307693, lift=5.065934065934067)]),\n",
" RelationRecord(items=frozenset({' SET 2 TEA TOWELS I LOVE LONDON ', 'EMPIRE TISSUE BOX'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'EMPIRE TISSUE BOX'}), confidence=0.14285714285714288, lift=21.952380952380956), OrderedStatistic(items_base=frozenset({'EMPIRE TISSUE BOX'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.33333333333333337, lift=21.952380952380956)]),\n",
" RelationRecord(items=frozenset({' SET 2 TEA TOWELS I LOVE LONDON ', 'FELT TOADSTOOL SMALL'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'FELT TOADSTOOL SMALL'}), confidence=0.14285714285714288, lift=10.976190476190478), OrderedStatistic(items_base=frozenset({'FELT TOADSTOOL SMALL'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.16666666666666669, lift=10.976190476190478)]),\n",
" RelationRecord(items=frozenset({'FELT TOADSTOOL LARGE', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'FELT TOADSTOOL LARGE'}), confidence=0.14285714285714288, lift=32.92857142857143), OrderedStatistic(items_base=frozenset({'FELT TOADSTOOL LARGE'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.5, lift=32.92857142857143)]),\n",
" RelationRecord(items=frozenset({'FRIDGE MAGNETS US DINER ASSORTED', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.006507592190889371, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'FRIDGE MAGNETS US DINER ASSORTED'}), confidence=0.4285714285714286, lift=32.92857142857143), OrderedStatistic(items_base=frozenset({'FRIDGE MAGNETS US DINER ASSORTED'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.5, lift=32.92857142857143)]),\n",
" RelationRecord(items=frozenset({'FRYING PAN UNION FLAG', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'FRYING PAN UNION FLAG'}), confidence=0.14285714285714288, lift=10.976190476190478), OrderedStatistic(items_base=frozenset({'FRYING PAN UNION FLAG'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.16666666666666669, lift=10.976190476190478)]),\n",
" RelationRecord(items=frozenset({'FULL ENGLISH BREAKFAST PLATE', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'FULL ENGLISH BREAKFAST PLATE'}), confidence=0.14285714285714288, lift=32.92857142857143), OrderedStatistic(items_base=frozenset({'FULL ENGLISH BREAKFAST PLATE'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.5, lift=32.92857142857143)]),\n",
" RelationRecord(items=frozenset({' SET 2 TEA TOWELS I LOVE LONDON ', 'GUMBALL MAGAZINE RACK'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'GUMBALL MAGAZINE RACK'}), confidence=0.14285714285714288, lift=13.171428571428573), OrderedStatistic(items_base=frozenset({'GUMBALL MAGAZINE RACK'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.2, lift=13.171428571428573)]),\n",
" RelationRecord(items=frozenset({'HAPPY STENCIL CRAFT', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'HAPPY STENCIL CRAFT'}), confidence=0.14285714285714288, lift=65.85714285714286), OrderedStatistic(items_base=frozenset({'HAPPY STENCIL CRAFT'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=1.0, lift=65.85714285714286)]),\n",
" RelationRecord(items=frozenset({' SET 2 TEA TOWELS I LOVE LONDON ', 'HOME SWEET HOME METAL SIGN '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'HOME SWEET HOME METAL SIGN '}), confidence=0.14285714285714288, lift=16.464285714285715), OrderedStatistic(items_base=frozenset({'HOME SWEET HOME METAL SIGN '}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.25, lift=16.464285714285715)]),\n",
" RelationRecord(items=frozenset({' SET 2 TEA TOWELS I LOVE LONDON ', 'HOME SWEET HOME MUG'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'HOME SWEET HOME MUG'}), confidence=0.14285714285714288, lift=13.171428571428573), OrderedStatistic(items_base=frozenset({'HOME SWEET HOME MUG'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.2, lift=13.171428571428573)]),\n",
" RelationRecord(items=frozenset({' SET 2 TEA TOWELS I LOVE LONDON ', 'HOMEMADE JAM SCENTED CANDLES'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'HOMEMADE JAM SCENTED CANDLES'}), confidence=0.14285714285714288, lift=13.171428571428573), OrderedStatistic(items_base=frozenset({'HOMEMADE JAM SCENTED CANDLES'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.2, lift=13.171428571428573)]),\n",
" RelationRecord(items=frozenset({' SET 2 TEA TOWELS I LOVE LONDON ', 'INFLATABLE POLITICAL GLOBE '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'INFLATABLE POLITICAL GLOBE '}), confidence=0.14285714285714288, lift=8.232142857142858), OrderedStatistic(items_base=frozenset({'INFLATABLE POLITICAL GLOBE '}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.125, lift=8.232142857142858)]),\n",
" RelationRecord(items=frozenset({'IVORY DINER WALL CLOCK', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'IVORY DINER WALL CLOCK'}), confidence=0.28571428571428575, lift=21.952380952380956), OrderedStatistic(items_base=frozenset({'IVORY DINER WALL CLOCK'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.33333333333333337, lift=21.952380952380956)]),\n",
" RelationRecord(items=frozenset({'JAM CLOCK MAGNET', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'JAM CLOCK MAGNET'}), confidence=0.14285714285714288, lift=32.92857142857143), OrderedStatistic(items_base=frozenset({'JAM CLOCK MAGNET'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.5, lift=32.92857142857143)]),\n",
" RelationRecord(items=frozenset({' SET 2 TEA TOWELS I LOVE LONDON ', 'JAM JAR WITH GREEN LID'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'JAM JAR WITH GREEN LID'}), confidence=0.14285714285714288, lift=10.976190476190478), OrderedStatistic(items_base=frozenset({'JAM JAR WITH GREEN LID'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.16666666666666669, lift=10.976190476190478)]),\n",
" RelationRecord(items=frozenset({'JAM JAR WITH PINK LID', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'JAM JAR WITH PINK LID'}), confidence=0.14285714285714288, lift=9.408163265306124), OrderedStatistic(items_base=frozenset({'JAM JAR WITH PINK LID'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.14285714285714288, lift=9.408163265306124)]),\n",
" RelationRecord(items=frozenset({' SET 2 TEA TOWELS I LOVE LONDON ', 'JAM MAKING SET PRINTED'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'JAM MAKING SET PRINTED'}), confidence=0.14285714285714288, lift=3.1360544217687076), OrderedStatistic(items_base=frozenset({'JAM MAKING SET PRINTED'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.047619047619047616, lift=3.1360544217687076)]),\n",
" RelationRecord(items=frozenset({' SET 2 TEA TOWELS I LOVE LONDON ', 'JAM MAKING SET WITH JARS'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'JAM MAKING SET WITH JARS'}), confidence=0.14285714285714288, lift=4.704081632653062), OrderedStatistic(items_base=frozenset({'JAM MAKING SET WITH JARS'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.07142857142857144, lift=4.704081632653062)]),\n",
" RelationRecord(items=frozenset({' SET 2 TEA TOWELS I LOVE LONDON ', 'JUMBO BAG PINK POLKADOT'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'JUMBO BAG PINK POLKADOT'}), confidence=0.14285714285714288, lift=4.390476190476192), OrderedStatistic(items_base=frozenset({'JUMBO BAG PINK POLKADOT'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.06666666666666668, lift=4.390476190476192)]),\n",
" RelationRecord(items=frozenset({'JUMBO BAG STRAWBERRY', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'JUMBO BAG STRAWBERRY'}), confidence=0.28571428571428575, lift=43.90476190476191), OrderedStatistic(items_base=frozenset({'JUMBO BAG STRAWBERRY'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.6666666666666667, lift=43.90476190476191)]),\n",
" RelationRecord(items=frozenset({' SET 2 TEA TOWELS I LOVE LONDON ', 'KINGS CHOICE MUG'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'KINGS CHOICE MUG'}), confidence=0.14285714285714288, lift=21.952380952380956), OrderedStatistic(items_base=frozenset({'KINGS CHOICE MUG'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.33333333333333337, lift=21.952380952380956)]),\n",
" RelationRecord(items=frozenset({'KINGS CHOICE TEA CADDY ', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'KINGS CHOICE TEA CADDY '}), confidence=0.14285714285714288, lift=21.952380952380956), OrderedStatistic(items_base=frozenset({'KINGS CHOICE TEA CADDY '}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.33333333333333337, lift=21.952380952380956)]),\n",
" RelationRecord(items=frozenset({' SET 2 TEA TOWELS I LOVE LONDON ', 'KNITTED UNION FLAG HOT WATER BOTTLE'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'KNITTED UNION FLAG HOT WATER BOTTLE'}), confidence=0.14285714285714288, lift=21.952380952380956), OrderedStatistic(items_base=frozenset({'KNITTED UNION FLAG HOT WATER BOTTLE'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.33333333333333337, lift=21.952380952380956)]),\n",
" RelationRecord(items=frozenset({'LARGE CAKE TOWEL PINK SPOTS', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'LARGE CAKE TOWEL PINK SPOTS'}), confidence=0.14285714285714288, lift=65.85714285714286), OrderedStatistic(items_base=frozenset({'LARGE CAKE TOWEL PINK SPOTS'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=1.0, lift=65.85714285714286)]),\n",
" RelationRecord(items=frozenset({'LONDON BUS COFFEE MUG', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.008676789587852495, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'LONDON BUS COFFEE MUG'}), confidence=0.5714285714285715, lift=16.464285714285715), OrderedStatistic(items_base=frozenset({'LONDON BUS COFFEE MUG'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.25, lift=16.464285714285715)]),\n",
" RelationRecord(items=frozenset({' SET 2 TEA TOWELS I LOVE LONDON ', 'LUNCH BAG DOLLY GIRL DESIGN'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'LUNCH BAG DOLLY GIRL DESIGN'}), confidence=0.28571428571428575, lift=3.8739495798319337), OrderedStatistic(items_base=frozenset({'LUNCH BAG DOLLY GIRL DESIGN'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.05882352941176471, lift=3.873949579831933)]),\n",
" RelationRecord(items=frozenset({'LUNCH BOX I LOVE LONDON', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.010845986984815618, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'LUNCH BOX I LOVE LONDON'}), confidence=0.7142857142857143, lift=12.195767195767196), OrderedStatistic(items_base=frozenset({'LUNCH BOX I LOVE LONDON'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.18518518518518517, lift=12.195767195767196)]),\n",
" RelationRecord(items=frozenset({' SET 2 TEA TOWELS I LOVE LONDON ', 'MAGNETS PACK OF 4 CHILDHOOD MEMORY'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'MAGNETS PACK OF 4 CHILDHOOD MEMORY'}), confidence=0.28571428571428575, lift=26.342857142857145), OrderedStatistic(items_base=frozenset({'MAGNETS PACK OF 4 CHILDHOOD MEMORY'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.4, lift=26.342857142857145)]),\n",
" RelationRecord(items=frozenset({'MAGNETS PACK OF 4 HOME SWEET HOME', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'MAGNETS PACK OF 4 HOME SWEET HOME'}), confidence=0.14285714285714288, lift=13.171428571428573), OrderedStatistic(items_base=frozenset({'MAGNETS PACK OF 4 HOME SWEET HOME'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.2, lift=13.171428571428573)]),\n",
" RelationRecord(items=frozenset({'MAGNETS PACK OF 4 RETRO PHOTO', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'MAGNETS PACK OF 4 RETRO PHOTO'}), confidence=0.14285714285714288, lift=10.976190476190478), OrderedStatistic(items_base=frozenset({'MAGNETS PACK OF 4 RETRO PHOTO'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.16666666666666669, lift=10.976190476190478)]),\n",
" RelationRecord(items=frozenset({' SET 2 TEA TOWELS I LOVE LONDON ', 'MAGNETS PACK OF 4 SWALLOWS'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'MAGNETS PACK OF 4 SWALLOWS'}), confidence=0.14285714285714288, lift=3.8739495798319337), OrderedStatistic(items_base=frozenset({'MAGNETS PACK OF 4 SWALLOWS'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.05882352941176471, lift=3.873949579831933)]),\n",
" RelationRecord(items=frozenset({'METAL SIGN EMPIRE TEA', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'METAL SIGN EMPIRE TEA'}), confidence=0.14285714285714288, lift=16.464285714285715), OrderedStatistic(items_base=frozenset({'METAL SIGN EMPIRE TEA'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.25, lift=16.464285714285715)]),\n",
" RelationRecord(items=frozenset({' SET 2 TEA TOWELS I LOVE LONDON ', 'METAL SIGN NEIGHBOURHOOD WITCH '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'METAL SIGN NEIGHBOURHOOD WITCH '}), confidence=0.14285714285714288, lift=32.92857142857143), OrderedStatistic(items_base=frozenset({'METAL SIGN NEIGHBOURHOOD WITCH '}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.5, lift=32.92857142857143)]),\n",
" RelationRecord(items=frozenset({'METAL SIGN TAKE IT OR LEAVE IT ', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'METAL SIGN TAKE IT OR LEAVE IT '}), confidence=0.14285714285714288, lift=8.232142857142858), OrderedStatistic(items_base=frozenset({'METAL SIGN TAKE IT OR LEAVE IT '}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.125, lift=8.232142857142858)]),\n",
" RelationRecord(items=frozenset({'MINI JIGSAW CIRCUS PARADE ', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'MINI JIGSAW CIRCUS PARADE '}), confidence=0.14285714285714288, lift=5.987012987012988), OrderedStatistic(items_base=frozenset({'MINI JIGSAW CIRCUS PARADE '}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.09090909090909091, lift=5.987012987012988)]),\n",
" RelationRecord(items=frozenset({' SET 2 TEA TOWELS I LOVE LONDON ', 'MINI JIGSAW SPACEBOY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'MINI JIGSAW SPACEBOY'}), confidence=0.14285714285714288, lift=4.390476190476192), OrderedStatistic(items_base=frozenset({'MINI JIGSAW SPACEBOY'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.06666666666666668, lift=4.390476190476192)]),\n",
" RelationRecord(items=frozenset({'MINI PAINT SET VINTAGE ', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'MINI PAINT SET VINTAGE '}), confidence=0.28571428571428575, lift=3.212543554006969), OrderedStatistic(items_base=frozenset({'MINI PAINT SET VINTAGE '}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.04878048780487805, lift=3.212543554006969)]),\n",
" RelationRecord(items=frozenset({'MONEY BOX KINGS CHOICE DESIGN', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'MONEY BOX KINGS CHOICE DESIGN'}), confidence=0.14285714285714288, lift=65.85714285714286), OrderedStatistic(items_base=frozenset({'MONEY BOX KINGS CHOICE DESIGN'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=1.0, lift=65.85714285714286)]),\n",
" RelationRecord(items=frozenset({'MONSTERS STENCIL CRAFT', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'MONSTERS STENCIL CRAFT'}), confidence=0.14285714285714288, lift=65.85714285714286), OrderedStatistic(items_base=frozenset({'MONSTERS STENCIL CRAFT'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=1.0, lift=65.85714285714286)]),\n",
" RelationRecord(items=frozenset({'PACK OF 12 BLUE PAISLEY TISSUES ', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'PACK OF 12 BLUE PAISLEY TISSUES '}), confidence=0.14285714285714288, lift=65.85714285714286), OrderedStatistic(items_base=frozenset({'PACK OF 12 BLUE PAISLEY TISSUES '}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=1.0, lift=65.85714285714286)]),\n",
" RelationRecord(items=frozenset({' SET 2 TEA TOWELS I LOVE LONDON ', 'PACK OF 12 LONDON TISSUES '}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'PACK OF 12 LONDON TISSUES '}), confidence=0.28571428571428575, lift=14.634920634920636), OrderedStatistic(items_base=frozenset({'PACK OF 12 LONDON TISSUES '}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.22222222222222224, lift=14.634920634920636)]),\n",
" RelationRecord(items=frozenset({'PACK OF 12 RED RETROSPOT TISSUES ', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'PACK OF 12 RED RETROSPOT TISSUES '}), confidence=0.14285714285714288, lift=9.408163265306124), OrderedStatistic(items_base=frozenset({'PACK OF 12 RED RETROSPOT TISSUES '}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.14285714285714288, lift=9.408163265306124)]),\n",
" RelationRecord(items=frozenset({' SET 2 TEA TOWELS I LOVE LONDON ', 'PACK OF 12 SPACEBOY TISSUES'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'PACK OF 12 SPACEBOY TISSUES'}), confidence=0.14285714285714288, lift=10.976190476190478), OrderedStatistic(items_base=frozenset({'PACK OF 12 SPACEBOY TISSUES'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.16666666666666669, lift=10.976190476190478)]),\n",
" RelationRecord(items=frozenset({'PACK OF 12 WOODLAND TISSUES ', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'PACK OF 12 WOODLAND TISSUES '}), confidence=0.14285714285714288, lift=8.232142857142858), OrderedStatistic(items_base=frozenset({'PACK OF 12 WOODLAND TISSUES '}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.125, lift=8.232142857142858)]),\n",
" RelationRecord(items=frozenset({'PACK OF 20 NAPKINS PANTRY DESIGN', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'PACK OF 20 NAPKINS PANTRY DESIGN'}), confidence=0.14285714285714288, lift=7.317460317460318), OrderedStatistic(items_base=frozenset({'PACK OF 20 NAPKINS PANTRY DESIGN'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.11111111111111112, lift=7.317460317460318)]),\n",
" RelationRecord(items=frozenset({'PACK OF 20 NAPKINS RED APPLES', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'PACK OF 20 NAPKINS RED APPLES'}), confidence=0.14285714285714288, lift=3.292857142857143), OrderedStatistic(items_base=frozenset({'PACK OF 20 NAPKINS RED APPLES'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.05, lift=3.292857142857143)]),\n",
" RelationRecord(items=frozenset({'PACK OF 6 BIRDY GIFT TAGS', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'PACK OF 6 BIRDY GIFT TAGS'}), confidence=0.14285714285714288, lift=13.171428571428573), OrderedStatistic(items_base=frozenset({'PACK OF 6 BIRDY GIFT TAGS'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.2, lift=13.171428571428573)]),\n",
" RelationRecord(items=frozenset({'PACK OF 60 MUSHROOM CAKE CASES', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'PACK OF 60 MUSHROOM CAKE CASES'}), confidence=0.14285714285714288, lift=4.390476190476192), OrderedStatistic(items_base=frozenset({'PACK OF 60 MUSHROOM CAKE CASES'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.06666666666666668, lift=4.390476190476192)]),\n",
" RelationRecord(items=frozenset({'PACK OF 60 PINK PAISLEY CAKE CASES', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'PACK OF 60 PINK PAISLEY CAKE CASES'}), confidence=0.14285714285714288, lift=5.488095238095239), OrderedStatistic(items_base=frozenset({'PACK OF 60 PINK PAISLEY CAKE CASES'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.08333333333333334, lift=5.488095238095239)]),\n",
" RelationRecord(items=frozenset({'PACK OF 60 SPACEBOY CAKE CASES', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'PACK OF 60 SPACEBOY CAKE CASES'}), confidence=0.14285714285714288, lift=6.585714285714286), OrderedStatistic(items_base=frozenset({'PACK OF 60 SPACEBOY CAKE CASES'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.1, lift=6.585714285714286)]),\n",
" RelationRecord(items=frozenset({'PACK OF 72 RETROSPOT CAKE CASES', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'PACK OF 72 RETROSPOT CAKE CASES'}), confidence=0.28571428571428575, lift=3.292857142857143), OrderedStatistic(items_base=frozenset({'PACK OF 72 RETROSPOT CAKE CASES'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.05, lift=3.292857142857143)]),\n",
" RelationRecord(items=frozenset({'PANDA AND BUNNIES STICKER SHEET', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'PANDA AND BUNNIES STICKER SHEET'}), confidence=0.28571428571428575, lift=65.85714285714286), OrderedStatistic(items_base=frozenset({'PANDA AND BUNNIES STICKER SHEET'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=1.0, lift=65.85714285714286)]),\n",
" RelationRecord(items=frozenset({'PANTRY ROLLING PIN', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'PANTRY ROLLING PIN'}), confidence=0.14285714285714288, lift=16.464285714285715), OrderedStatistic(items_base=frozenset({'PANTRY ROLLING PIN'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.25, lift=16.464285714285715)]),\n",
" RelationRecord(items=frozenset({'PAPER CHAIN KIT EMPIRE', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'PAPER CHAIN KIT EMPIRE'}), confidence=0.14285714285714288, lift=65.85714285714286), OrderedStatistic(items_base=frozenset({'PAPER CHAIN KIT EMPIRE'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=1.0, lift=65.85714285714286)]),\n",
" RelationRecord(items=frozenset({' SET 2 TEA TOWELS I LOVE LONDON ', 'PAPERWEIGHT KINGS CHOICE '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'PAPERWEIGHT KINGS CHOICE '}), confidence=0.14285714285714288, lift=65.85714285714286), OrderedStatistic(items_base=frozenset({'PAPERWEIGHT KINGS CHOICE '}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=1.0, lift=65.85714285714286)]),\n",
" RelationRecord(items=frozenset({'PARISIENNE KEY CABINET ', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'PARISIENNE KEY CABINET '}), confidence=0.14285714285714288, lift=32.92857142857143), OrderedStatistic(items_base=frozenset({'PARISIENNE KEY CABINET '}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.5, lift=32.92857142857143)]),\n",
" RelationRecord(items=frozenset({' SET 2 TEA TOWELS I LOVE LONDON ', 'PINK LOVE HEART SHAPE CUP'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'PINK LOVE HEART SHAPE CUP'}), confidence=0.14285714285714288, lift=13.171428571428573), OrderedStatistic(items_base=frozenset({'PINK LOVE HEART SHAPE CUP'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.2, lift=13.171428571428573)]),\n",
" RelationRecord(items=frozenset({'PLASTERS IN TIN CIRCUS PARADE ', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.008676789587852495, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'PLASTERS IN TIN CIRCUS PARADE '}), confidence=0.5714285714285715, lift=3.8739495798319337), OrderedStatistic(items_base=frozenset({'PLASTERS IN TIN CIRCUS PARADE '}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.05882352941176471, lift=3.873949579831933)]),\n",
" RelationRecord(items=frozenset({' SET 2 TEA TOWELS I LOVE LONDON ', 'PLASTERS IN TIN SPACEBOY'}), support=0.008676789587852495, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'PLASTERS IN TIN SPACEBOY'}), confidence=0.5714285714285715, lift=4.78961038961039), OrderedStatistic(items_base=frozenset({'PLASTERS IN TIN SPACEBOY'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.07272727272727272, lift=4.78961038961039)]),\n",
" RelationRecord(items=frozenset({'PLASTERS IN TIN STRONGMAN', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.006507592190889371, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'PLASTERS IN TIN STRONGMAN'}), confidence=0.4285714285714286, lift=6.174107142857143), OrderedStatistic(items_base=frozenset({'PLASTERS IN TIN STRONGMAN'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.09375, lift=6.174107142857143)]),\n",
" RelationRecord(items=frozenset({'PLASTERS IN TIN VINTAGE PAISLEY ', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'PLASTERS IN TIN VINTAGE PAISLEY '}), confidence=0.28571428571428575, lift=8.780952380952384), OrderedStatistic(items_base=frozenset({'PLASTERS IN TIN VINTAGE PAISLEY '}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.13333333333333336, lift=8.780952380952384)]),\n",
" RelationRecord(items=frozenset({' SET 2 TEA TOWELS I LOVE LONDON ', 'PLASTERS IN TIN WOODLAND ANIMALS'}), support=0.008676789587852495, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'PLASTERS IN TIN WOODLAND ANIMALS'}), confidence=0.5714285714285715, lift=3.9317697228144994), OrderedStatistic(items_base=frozenset({'PLASTERS IN TIN WOODLAND ANIMALS'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.05970149253731343, lift=3.931769722814499)]),\n",
" RelationRecord(items=frozenset({' SET 2 TEA TOWELS I LOVE LONDON ', 'POLKADOT PEN'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'POLKADOT PEN'}), confidence=0.14285714285714288, lift=21.952380952380956), OrderedStatistic(items_base=frozenset({'POLKADOT PEN'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.33333333333333337, lift=21.952380952380956)]),\n",
" RelationRecord(items=frozenset({'QUEENS GUARD COFFEE MUG', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'QUEENS GUARD COFFEE MUG'}), confidence=0.28571428571428575, lift=11.974025974025976), OrderedStatistic(items_base=frozenset({'QUEENS GUARD COFFEE MUG'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.18181818181818182, lift=11.974025974025976)]),\n",
" RelationRecord(items=frozenset({' SET 2 TEA TOWELS I LOVE LONDON ', 'RAINY LADIES BIRTHDAY CARD'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'RAINY LADIES BIRTHDAY CARD'}), confidence=0.28571428571428575, lift=11.974025974025976), OrderedStatistic(items_base=frozenset({'RAINY LADIES BIRTHDAY CARD'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.18181818181818182, lift=11.974025974025976)]),\n",
" RelationRecord(items=frozenset({'RED DINER WALL CLOCK', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'RED DINER WALL CLOCK'}), confidence=0.14285714285714288, lift=13.171428571428573), OrderedStatistic(items_base=frozenset({'RED DINER WALL CLOCK'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.2, lift=13.171428571428573)]),\n",
" RelationRecord(items=frozenset({'RED LOVE HEART SHAPE CUP', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'RED LOVE HEART SHAPE CUP'}), confidence=0.14285714285714288, lift=16.464285714285715), OrderedStatistic(items_base=frozenset({'RED LOVE HEART SHAPE CUP'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.25, lift=16.464285714285715)]),\n",
" RelationRecord(items=frozenset({' SET 2 TEA TOWELS I LOVE LONDON ', 'RED RETROSPOT CUP'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'RED RETROSPOT CUP'}), confidence=0.14285714285714288, lift=3.466165413533835), OrderedStatistic(items_base=frozenset({'RED RETROSPOT CUP'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.05263157894736842, lift=3.4661654135338344)]),\n",
" RelationRecord(items=frozenset({'RED RETROSPOT TRADITIONAL TEAPOT ', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'RED RETROSPOT TRADITIONAL TEAPOT '}), confidence=0.14285714285714288, lift=21.952380952380956), OrderedStatistic(items_base=frozenset({'RED RETROSPOT TRADITIONAL TEAPOT '}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.33333333333333337, lift=21.952380952380956)]),\n",
" RelationRecord(items=frozenset({' SET 2 TEA TOWELS I LOVE LONDON ', 'RED RETROSPOT UMBRELLA'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'RED RETROSPOT UMBRELLA'}), confidence=0.14285714285714288, lift=4.390476190476192), OrderedStatistic(items_base=frozenset({'RED RETROSPOT UMBRELLA'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.06666666666666668, lift=4.390476190476192)]),\n",
" RelationRecord(items=frozenset({'RETRO COFFEE MUGS ASSORTED', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'RETRO COFFEE MUGS ASSORTED'}), confidence=0.14285714285714288, lift=65.85714285714286), OrderedStatistic(items_base=frozenset({'RETRO COFFEE MUGS ASSORTED'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=1.0, lift=65.85714285714286)]),\n",
" RelationRecord(items=frozenset({'RETROSPOT TEA SET CERAMIC 11 PC ', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'RETROSPOT TEA SET CERAMIC 11 PC '}), confidence=0.28571428571428575, lift=3.8739495798319337), OrderedStatistic(items_base=frozenset({'RETROSPOT TEA SET CERAMIC 11 PC '}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.05882352941176471, lift=3.873949579831933)]),\n",
" RelationRecord(items=frozenset({' SET 2 TEA TOWELS I LOVE LONDON ', 'ROBOT BIRTHDAY CARD'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'ROBOT BIRTHDAY CARD'}), confidence=0.28571428571428575, lift=8.232142857142858), OrderedStatistic(items_base=frozenset({'ROBOT BIRTHDAY CARD'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.125, lift=8.232142857142858)]),\n",
" RelationRecord(items=frozenset({'ROUND SNACK BOXES SET OF 4 FRUITS ', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'ROUND SNACK BOXES SET OF 4 FRUITS '}), confidence=0.28571428571428575, lift=3.0631229235880406), OrderedStatistic(items_base=frozenset({'ROUND SNACK BOXES SET OF 4 FRUITS '}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.04651162790697675, lift=3.0631229235880406)]),\n",
" RelationRecord(items=frozenset({'S/6 WOODEN SKITTLES IN COTTON BAG', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'S/6 WOODEN SKITTLES IN COTTON BAG'}), confidence=0.14285714285714288, lift=21.952380952380956), OrderedStatistic(items_base=frozenset({'S/6 WOODEN SKITTLES IN COTTON BAG'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.33333333333333337, lift=21.952380952380956)]),\n",
" RelationRecord(items=frozenset({'SET 12 KIDS WHITE CHALK STICKS', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'SET 12 KIDS WHITE CHALK STICKS'}), confidence=0.14285714285714288, lift=10.976190476190478), OrderedStatistic(items_base=frozenset({'SET 12 KIDS WHITE CHALK STICKS'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.16666666666666669, lift=10.976190476190478)]),\n",
" RelationRecord(items=frozenset({' SET 2 TEA TOWELS I LOVE LONDON ', 'SET 2 PANTRY DESIGN TEA TOWELS'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'SET 2 PANTRY DESIGN TEA TOWELS'}), confidence=0.14285714285714288, lift=7.317460317460318), OrderedStatistic(items_base=frozenset({'SET 2 PANTRY DESIGN TEA TOWELS'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.11111111111111112, lift=7.317460317460318)]),\n",
" RelationRecord(items=frozenset({' SET 2 TEA TOWELS I LOVE LONDON ', 'SET OF 12 VINTAGE POSTCARD SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'SET OF 12 VINTAGE POSTCARD SET'}), confidence=0.14285714285714288, lift=21.952380952380956), OrderedStatistic(items_base=frozenset({'SET OF 12 VINTAGE POSTCARD SET'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.33333333333333337, lift=21.952380952380956)]),\n",
" RelationRecord(items=frozenset({' SET 2 TEA TOWELS I LOVE LONDON ', 'SET OF 2 TEA TOWELS APPLE AND PEARS'}), support=0.006507592190889371, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'SET OF 2 TEA TOWELS APPLE AND PEARS'}), confidence=0.4285714285714286, lift=7.317460317460318), OrderedStatistic(items_base=frozenset({'SET OF 2 TEA TOWELS APPLE AND PEARS'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.1111111111111111, lift=7.317460317460317)]),\n",
" RelationRecord(items=frozenset({' SET 2 TEA TOWELS I LOVE LONDON ', 'SET OF 20 KIDS COOKIE CUTTERS'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'SET OF 20 KIDS COOKIE CUTTERS'}), confidence=0.14285714285714288, lift=3.658730158730159), OrderedStatistic(items_base=frozenset({'SET OF 20 KIDS COOKIE CUTTERS'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.05555555555555556, lift=3.658730158730159)]),\n",
" RelationRecord(items=frozenset({' SET 2 TEA TOWELS I LOVE LONDON ', 'SET OF 36 TEATIME PAPER DOILIES'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'SET OF 36 TEATIME PAPER DOILIES'}), confidence=0.14285714285714288, lift=21.952380952380956), OrderedStatistic(items_base=frozenset({'SET OF 36 TEATIME PAPER DOILIES'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.33333333333333337, lift=21.952380952380956)]),\n",
" RelationRecord(items=frozenset({' SET 2 TEA TOWELS I LOVE LONDON ', 'SET OF 5 PANCAKE DAY MAGNETS'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'SET OF 5 PANCAKE DAY MAGNETS'}), confidence=0.14285714285714288, lift=5.488095238095239), OrderedStatistic(items_base=frozenset({'SET OF 5 PANCAKE DAY MAGNETS'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.08333333333333334, lift=5.488095238095239)]),\n",
" RelationRecord(items=frozenset({'SET OF 6 NATIVITY MAGNETS ', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'SET OF 6 NATIVITY MAGNETS '}), confidence=0.14285714285714288, lift=32.92857142857143), OrderedStatistic(items_base=frozenset({'SET OF 6 NATIVITY MAGNETS '}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.5, lift=32.92857142857143)]),\n",
" RelationRecord(items=frozenset({' SET 2 TEA TOWELS I LOVE LONDON ', 'SET OF 6 SOLDIER SKITTLES'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'SET OF 6 SOLDIER SKITTLES'}), confidence=0.14285714285714288, lift=5.488095238095239), OrderedStatistic(items_base=frozenset({'SET OF 6 SOLDIER SKITTLES'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.08333333333333334, lift=5.488095238095239)]),\n",
" RelationRecord(items=frozenset({'SET OF 6 VINTAGE NOTELETS KIT', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'SET OF 6 VINTAGE NOTELETS KIT'}), confidence=0.14285714285714288, lift=65.85714285714286), OrderedStatistic(items_base=frozenset({'SET OF 6 VINTAGE NOTELETS KIT'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=1.0, lift=65.85714285714286)]),\n",
" RelationRecord(items=frozenset({'SET OF 72 RETROSPOT PAPER DOILIES', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'SET OF 72 RETROSPOT PAPER DOILIES'}), confidence=0.14285714285714288, lift=5.065934065934067), OrderedStatistic(items_base=frozenset({'SET OF 72 RETROSPOT PAPER DOILIES'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.07692307692307693, lift=5.065934065934067)]),\n",
" RelationRecord(items=frozenset({'SET OF SALT AND PEPPER TOADSTOOLS', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'SET OF SALT AND PEPPER TOADSTOOLS'}), confidence=0.14285714285714288, lift=3.8739495798319337), OrderedStatistic(items_base=frozenset({'SET OF SALT AND PEPPER TOADSTOOLS'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.05882352941176471, lift=3.873949579831933)]),\n",
" RelationRecord(items=frozenset({'SET/2 RED RETROSPOT TEA TOWELS ', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'SET/2 RED RETROSPOT TEA TOWELS '}), confidence=0.28571428571428575, lift=16.464285714285715), OrderedStatistic(items_base=frozenset({'SET/2 RED RETROSPOT TEA TOWELS '}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.25, lift=16.464285714285715)]),\n",
" RelationRecord(items=frozenset({'SET/5 RED RETROSPOT LID GLASS BOWLS', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'SET/5 RED RETROSPOT LID GLASS BOWLS'}), confidence=0.14285714285714288, lift=6.585714285714286), OrderedStatistic(items_base=frozenset({'SET/5 RED RETROSPOT LID GLASS BOWLS'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.1, lift=6.585714285714286)]),\n",
" RelationRecord(items=frozenset({'SKULLS WATER TRANSFER TATTOOS ', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'SKULLS WATER TRANSFER TATTOOS '}), confidence=0.14285714285714288, lift=5.065934065934067), OrderedStatistic(items_base=frozenset({'SKULLS WATER TRANSFER TATTOOS '}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.07692307692307693, lift=5.065934065934067)]),\n",
" RelationRecord(items=frozenset({'SMALL POPCORN HOLDER', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'SMALL POPCORN HOLDER'}), confidence=0.14285714285714288, lift=7.317460317460318), OrderedStatistic(items_base=frozenset({'SMALL POPCORN HOLDER'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.11111111111111112, lift=7.317460317460318)]),\n",
" RelationRecord(items=frozenset({' SET 2 TEA TOWELS I LOVE LONDON ', 'SPACEBOY LUNCH BOX '}), support=0.006507592190889371, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'SPACEBOY LUNCH BOX '}), confidence=0.4285714285714286, lift=4.032069970845481), OrderedStatistic(items_base=frozenset({'SPACEBOY LUNCH BOX '}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.061224489795918366, lift=4.032069970845481)]),\n",
" RelationRecord(items=frozenset({'STARS GIFT TAPE ', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'STARS GIFT TAPE '}), confidence=0.14285714285714288, lift=5.065934065934067), OrderedStatistic(items_base=frozenset({'STARS GIFT TAPE '}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.07692307692307693, lift=5.065934065934067)]),\n",
" RelationRecord(items=frozenset({' SET 2 TEA TOWELS I LOVE LONDON ', 'STRAWBERRY CHARLOTTE BAG'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'STRAWBERRY CHARLOTTE BAG'}), confidence=0.14285714285714288, lift=8.232142857142858), OrderedStatistic(items_base=frozenset({'STRAWBERRY CHARLOTTE BAG'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.125, lift=8.232142857142858)]),\n",
" RelationRecord(items=frozenset({'SWEETIES STICKERS', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'SWEETIES STICKERS'}), confidence=0.14285714285714288, lift=65.85714285714286), OrderedStatistic(items_base=frozenset({'SWEETIES STICKERS'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=1.0, lift=65.85714285714286)]),\n",
" RelationRecord(items=frozenset({'SWISS ROLL TOWEL, CHOCOLATE SPOTS', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'SWISS ROLL TOWEL, CHOCOLATE SPOTS'}), confidence=0.14285714285714288, lift=65.85714285714286), OrderedStatistic(items_base=frozenset({'SWISS ROLL TOWEL, CHOCOLATE SPOTS'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=1.0, lift=65.85714285714286)]),\n",
" RelationRecord(items=frozenset({'TABLECLOTH RED APPLES DESIGN ', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'TABLECLOTH RED APPLES DESIGN '}), confidence=0.14285714285714288, lift=3.466165413533835), OrderedStatistic(items_base=frozenset({'TABLECLOTH RED APPLES DESIGN '}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.05263157894736842, lift=3.4661654135338344)]),\n",
" RelationRecord(items=frozenset({'TEA FOR ONE POLKADOT', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'TEA FOR ONE POLKADOT'}), confidence=0.14285714285714288, lift=16.464285714285715), OrderedStatistic(items_base=frozenset({'TEA FOR ONE POLKADOT'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.25, lift=16.464285714285715)]),\n",
" RelationRecord(items=frozenset({' SET 2 TEA TOWELS I LOVE LONDON ', 'TOADSTOOL MONEY BOX'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'TOADSTOOL MONEY BOX'}), confidence=0.14285714285714288, lift=6.585714285714286), OrderedStatistic(items_base=frozenset({'TOADSTOOL MONEY BOX'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.1, lift=6.585714285714286)]),\n",
" RelationRecord(items=frozenset({'TRAVEL CARD WALLET FLOWER MEADOW', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'TRAVEL CARD WALLET FLOWER MEADOW'}), confidence=0.14285714285714288, lift=65.85714285714286), OrderedStatistic(items_base=frozenset({'TRAVEL CARD WALLET FLOWER MEADOW'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=1.0, lift=65.85714285714286)]),\n",
" RelationRecord(items=frozenset({'TRAVEL CARD WALLET PANTRY', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'TRAVEL CARD WALLET PANTRY'}), confidence=0.14285714285714288, lift=16.464285714285715), OrderedStatistic(items_base=frozenset({'TRAVEL CARD WALLET PANTRY'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.25, lift=16.464285714285715)]),\n",
" RelationRecord(items=frozenset({'TRAVEL CARD WALLET TRANSPORT', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'TRAVEL CARD WALLET TRANSPORT'}), confidence=0.14285714285714288, lift=32.92857142857143), OrderedStatistic(items_base=frozenset({'TRAVEL CARD WALLET TRANSPORT'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.5, lift=32.92857142857143)]),\n",
" RelationRecord(items=frozenset({'TRAVEL CARD WALLET UNION JACK', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'TRAVEL CARD WALLET UNION JACK'}), confidence=0.14285714285714288, lift=65.85714285714286), OrderedStatistic(items_base=frozenset({'TRAVEL CARD WALLET UNION JACK'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=1.0, lift=65.85714285714286)]),\n",
" RelationRecord(items=frozenset({'TRAVEL SEWING KIT', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'TRAVEL SEWING KIT'}), confidence=0.14285714285714288, lift=8.232142857142858), OrderedStatistic(items_base=frozenset({'TRAVEL SEWING KIT'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.125, lift=8.232142857142858)]),\n",
" RelationRecord(items=frozenset({' SET 2 TEA TOWELS I LOVE LONDON ', 'VINTAGE HEADS AND TAILS CARD GAME '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'VINTAGE HEADS AND TAILS CARD GAME '}), confidence=0.14285714285714288, lift=5.987012987012988), OrderedStatistic(items_base=frozenset({'VINTAGE HEADS AND TAILS CARD GAME '}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.09090909090909091, lift=5.987012987012988)]),\n",
" RelationRecord(items=frozenset({'VINTAGE SEASIDE JIGSAW PUZZLES', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'VINTAGE SEASIDE JIGSAW PUZZLES'}), confidence=0.14285714285714288, lift=32.92857142857143), OrderedStatistic(items_base=frozenset({'VINTAGE SEASIDE JIGSAW PUZZLES'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.5, lift=32.92857142857143)]),\n",
" RelationRecord(items=frozenset({'VINTAGE UNION JACK CUSHION COVER', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'VINTAGE UNION JACK CUSHION COVER'}), confidence=0.14285714285714288, lift=21.952380952380956), OrderedStatistic(items_base=frozenset({'VINTAGE UNION JACK CUSHION COVER'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.33333333333333337, lift=21.952380952380956)]),\n",
" RelationRecord(items=frozenset({'WATERING CAN BLUE ELEPHANT', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'WATERING CAN BLUE ELEPHANT'}), confidence=0.14285714285714288, lift=3.658730158730159), OrderedStatistic(items_base=frozenset({'WATERING CAN BLUE ELEPHANT'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.05555555555555556, lift=3.658730158730159)]),\n",
" RelationRecord(items=frozenset({'WATERING CAN GREEN DINOSAUR', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'WATERING CAN GREEN DINOSAUR'}), confidence=0.14285714285714288, lift=21.952380952380956), OrderedStatistic(items_base=frozenset({'WATERING CAN GREEN DINOSAUR'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.33333333333333337, lift=21.952380952380956)]),\n",
" RelationRecord(items=frozenset({' SET 2 TEA TOWELS I LOVE LONDON ', 'WOODEN CROQUET GARDEN SET'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'WOODEN CROQUET GARDEN SET'}), confidence=0.28571428571428575, lift=18.816326530612248), OrderedStatistic(items_base=frozenset({'WOODEN CROQUET GARDEN SET'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.28571428571428575, lift=18.816326530612248)]),\n",
" RelationRecord(items=frozenset({' SET 2 TEA TOWELS I LOVE LONDON ', 'WOODEN ROUNDERS GARDEN SET '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'WOODEN ROUNDERS GARDEN SET '}), confidence=0.14285714285714288, lift=21.952380952380956), OrderedStatistic(items_base=frozenset({'WOODEN ROUNDERS GARDEN SET '}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.33333333333333337, lift=21.952380952380956)]),\n",
" RelationRecord(items=frozenset({'WOODEN SKITTLES GARDEN SET', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'WOODEN SKITTLES GARDEN SET'}), confidence=0.14285714285714288, lift=13.171428571428573), OrderedStatistic(items_base=frozenset({'WOODEN SKITTLES GARDEN SET'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.2, lift=13.171428571428573)]),\n",
" RelationRecord(items=frozenset({'WOODLAND CHARLOTTE BAG', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'WOODLAND CHARLOTTE BAG'}), confidence=0.28571428571428575, lift=4.541871921182266), OrderedStatistic(items_base=frozenset({'WOODLAND CHARLOTTE BAG'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.06896551724137931, lift=4.541871921182266)]),\n",
" RelationRecord(items=frozenset({'WORLD WAR 2 GLIDERS ASSTD DESIGNS', ' SET 2 TEA TOWELS I LOVE LONDON '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), items_add=frozenset({'WORLD WAR 2 GLIDERS ASSTD DESIGNS'}), confidence=0.14285714285714288, lift=5.987012987012988), OrderedStatistic(items_base=frozenset({'WORLD WAR 2 GLIDERS ASSTD DESIGNS'}), items_add=frozenset({' SET 2 TEA TOWELS I LOVE LONDON '}), confidence=0.09090909090909091, lift=5.987012987012988)]),\n",
" RelationRecord(items=frozenset({'12 PENCILS TALL TUBE POSY', ' SPACEBOY BABY GIFT SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'12 PENCILS TALL TUBE POSY'}), confidence=0.0625, lift=28.8125), OrderedStatistic(items_base=frozenset({'12 PENCILS TALL TUBE POSY'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=1.0, lift=28.8125)]),\n",
" RelationRecord(items=frozenset({'16 PIECE CUTLERY SET PANTRY DESIGN', ' SPACEBOY BABY GIFT SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'16 PIECE CUTLERY SET PANTRY DESIGN'}), confidence=0.0625, lift=28.8125), OrderedStatistic(items_base=frozenset({'16 PIECE CUTLERY SET PANTRY DESIGN'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=1.0, lift=28.8125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', '20 DOLLY PEGS RETROSPOT'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'20 DOLLY PEGS RETROSPOT'}), confidence=0.0625, lift=7.203125), OrderedStatistic(items_base=frozenset({'20 DOLLY PEGS RETROSPOT'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.25, lift=7.203125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', '200 RED + WHITE BENDY STRAWS'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'200 RED + WHITE BENDY STRAWS'}), confidence=0.0625, lift=14.40625), OrderedStatistic(items_base=frozenset({'200 RED + WHITE BENDY STRAWS'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.5, lift=14.40625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', '36 PENCILS TUBE RED RETROSPOT'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'36 PENCILS TUBE RED RETROSPOT'}), confidence=0.125, lift=3.032894736842105), OrderedStatistic(items_base=frozenset({'36 PENCILS TUBE RED RETROSPOT'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.10526315789473684, lift=3.032894736842105)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', '36 PENCILS TUBE SKULLS'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'36 PENCILS TUBE SKULLS'}), confidence=0.0625, lift=7.203125), OrderedStatistic(items_base=frozenset({'36 PENCILS TUBE SKULLS'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.25, lift=7.203125)]),\n",
" RelationRecord(items=frozenset({'36 PENCILS TUBE WOODLAND', ' SPACEBOY BABY GIFT SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'36 PENCILS TUBE WOODLAND'}), confidence=0.0625, lift=3.201388888888889), OrderedStatistic(items_base=frozenset({'36 PENCILS TUBE WOODLAND'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.11111111111111112, lift=3.201388888888889)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'ABC TREASURE BOOK BOX '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'ABC TREASURE BOOK BOX '}), confidence=0.0625, lift=4.116071428571429), OrderedStatistic(items_base=frozenset({'ABC TREASURE BOOK BOX '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.14285714285714288, lift=4.116071428571429)]),\n",
" RelationRecord(items=frozenset({'ADULT APRON APPLE DELIGHT', ' SPACEBOY BABY GIFT SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'ADULT APRON APPLE DELIGHT'}), confidence=0.0625, lift=28.8125), OrderedStatistic(items_base=frozenset({'ADULT APRON APPLE DELIGHT'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=1.0, lift=28.8125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'AIRLINE BAG VINTAGE TOKYO 78'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'AIRLINE BAG VINTAGE TOKYO 78'}), confidence=0.0625, lift=9.604166666666668), OrderedStatistic(items_base=frozenset({'AIRLINE BAG VINTAGE TOKYO 78'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.33333333333333337, lift=9.604166666666668)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'AIRLINE BAG VINTAGE WORLD CHAMPION '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'AIRLINE BAG VINTAGE WORLD CHAMPION '}), confidence=0.0625, lift=9.604166666666668), OrderedStatistic(items_base=frozenset({'AIRLINE BAG VINTAGE WORLD CHAMPION '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.33333333333333337, lift=9.604166666666668)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'ALARM CLOCK BAKELIKE CHOCOLATE'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'ALARM CLOCK BAKELIKE CHOCOLATE'}), confidence=0.125, lift=5.238636363636364), OrderedStatistic(items_base=frozenset({'ALARM CLOCK BAKELIKE CHOCOLATE'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.18181818181818182, lift=5.238636363636363)]),\n",
" RelationRecord(items=frozenset({'ASSORTED COLOUR BIRD ORNAMENT', ' SPACEBOY BABY GIFT SET'}), support=0.010845986984815618, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'ASSORTED COLOUR BIRD ORNAMENT'}), confidence=0.3125, lift=8.474264705882353), OrderedStatistic(items_base=frozenset({'ASSORTED COLOUR BIRD ORNAMENT'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.29411764705882354, lift=8.474264705882353)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'ASSORTED TUTTI FRUTTI SMALL PURSE'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'ASSORTED TUTTI FRUTTI SMALL PURSE'}), confidence=0.0625, lift=28.8125), OrderedStatistic(items_base=frozenset({'ASSORTED TUTTI FRUTTI SMALL PURSE'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=1.0, lift=28.8125)]),\n",
" RelationRecord(items=frozenset({'ASSTD FRUIT+FLOWERS FRIDGE MAGNETS', ' SPACEBOY BABY GIFT SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'ASSTD FRUIT+FLOWERS FRIDGE MAGNETS'}), confidence=0.0625, lift=28.8125), OrderedStatistic(items_base=frozenset({'ASSTD FRUIT+FLOWERS FRIDGE MAGNETS'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=1.0, lift=28.8125)]),\n",
" RelationRecord(items=frozenset({'BABUSHKA LIGHTS STRING OF 10', ' SPACEBOY BABY GIFT SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'BABUSHKA LIGHTS STRING OF 10'}), confidence=0.0625, lift=7.203125), OrderedStatistic(items_base=frozenset({'BABUSHKA LIGHTS STRING OF 10'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.25, lift=7.203125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'BAG 125g SWIRLY MARBLES'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'BAG 125g SWIRLY MARBLES'}), confidence=0.0625, lift=4.116071428571429), OrderedStatistic(items_base=frozenset({'BAG 125g SWIRLY MARBLES'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.14285714285714288, lift=4.116071428571429)]),\n",
" RelationRecord(items=frozenset({'BAG 250g SWIRLY MARBLES', ' SPACEBOY BABY GIFT SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'BAG 250g SWIRLY MARBLES'}), confidence=0.0625, lift=9.604166666666668), OrderedStatistic(items_base=frozenset({'BAG 250g SWIRLY MARBLES'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.33333333333333337, lift=9.604166666666668)]),\n",
" RelationRecord(items=frozenset({'BALLOON ART MAKE YOUR OWN FLOWERS', ' SPACEBOY BABY GIFT SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'BALLOON ART MAKE YOUR OWN FLOWERS'}), confidence=0.0625, lift=28.8125), OrderedStatistic(items_base=frozenset({'BALLOON ART MAKE YOUR OWN FLOWERS'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=1.0, lift=28.8125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'BALLOON WATER BOMB PACK OF 35'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'BALLOON WATER BOMB PACK OF 35'}), confidence=0.0625, lift=7.203125), OrderedStatistic(items_base=frozenset({'BALLOON WATER BOMB PACK OF 35'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.25, lift=7.203125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'BASKET OF TOADSTOOLS'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'BASKET OF TOADSTOOLS'}), confidence=0.0625, lift=4.802083333333334), OrderedStatistic(items_base=frozenset({'BASKET OF TOADSTOOLS'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.16666666666666669, lift=4.802083333333334)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'BINGO SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'BINGO SET'}), confidence=0.0625, lift=7.203125), OrderedStatistic(items_base=frozenset({'BINGO SET'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.25, lift=7.203125)]),\n",
" RelationRecord(items=frozenset({'BIRD DECORATION GREEN POLKADOT', ' SPACEBOY BABY GIFT SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'BIRD DECORATION GREEN POLKADOT'}), confidence=0.0625, lift=28.8125), OrderedStatistic(items_base=frozenset({'BIRD DECORATION GREEN POLKADOT'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=1.0, lift=28.8125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'BIRD DECORATION RED RETROSPOT'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'BIRD DECORATION RED RETROSPOT'}), confidence=0.0625, lift=5.7625), OrderedStatistic(items_base=frozenset({'BIRD DECORATION RED RETROSPOT'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.2, lift=5.7625)]),\n",
" RelationRecord(items=frozenset({'BIRDS MOBILE VINTAGE DESIGN', ' SPACEBOY BABY GIFT SET'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'BIRDS MOBILE VINTAGE DESIGN'}), confidence=0.125, lift=7.203125), OrderedStatistic(items_base=frozenset({'BIRDS MOBILE VINTAGE DESIGN'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.25, lift=7.203125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', \"BISCUIT TIN 50'S CHRISTMAS\"}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({\"BISCUIT TIN 50'S CHRISTMAS\"}), confidence=0.0625, lift=28.8125), OrderedStatistic(items_base=frozenset({\"BISCUIT TIN 50'S CHRISTMAS\"}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=1.0, lift=28.8125)]),\n",
" RelationRecord(items=frozenset({'BISCUIT TIN VINTAGE CHRISTMAS', ' SPACEBOY BABY GIFT SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'BISCUIT TIN VINTAGE CHRISTMAS'}), confidence=0.0625, lift=28.8125), OrderedStatistic(items_base=frozenset({'BISCUIT TIN VINTAGE CHRISTMAS'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=1.0, lift=28.8125)]),\n",
" RelationRecord(items=frozenset({'BISCUIT TIN VINTAGE RED', ' SPACEBOY BABY GIFT SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'BISCUIT TIN VINTAGE RED'}), confidence=0.0625, lift=5.7625), OrderedStatistic(items_base=frozenset({'BISCUIT TIN VINTAGE RED'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.2, lift=5.7625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'BLACK AND WHITE CAT BOWL'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'BLACK AND WHITE CAT BOWL'}), confidence=0.0625, lift=28.8125), OrderedStatistic(items_base=frozenset({'BLACK AND WHITE CAT BOWL'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=1.0, lift=28.8125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'BLACK/BLUE POLKADOT UMBRELLA'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'BLACK/BLUE POLKADOT UMBRELLA'}), confidence=0.125, lift=4.4326923076923075), OrderedStatistic(items_base=frozenset({'BLACK/BLUE POLKADOT UMBRELLA'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.15384615384615385, lift=4.4326923076923075)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'BLUE HARMONICA IN BOX '}), support=0.006507592190889371, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'BLUE HARMONICA IN BOX '}), confidence=0.1875, lift=4.321875), OrderedStatistic(items_base=frozenset({'BLUE HARMONICA IN BOX '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.15, lift=4.3218749999999995)]),\n",
" RelationRecord(items=frozenset({'BLUE OWL SOFT TOY', ' SPACEBOY BABY GIFT SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'BLUE OWL SOFT TOY'}), confidence=0.0625, lift=28.8125), OrderedStatistic(items_base=frozenset({'BLUE OWL SOFT TOY'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=1.0, lift=28.8125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'BLUE POLKADOT BOWL'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'BLUE POLKADOT BOWL'}), confidence=0.0625, lift=4.802083333333334), OrderedStatistic(items_base=frozenset({'BLUE POLKADOT BOWL'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.16666666666666669, lift=4.802083333333334)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'BLUE POLKADOT GARDEN PARASOL'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'BLUE POLKADOT GARDEN PARASOL'}), confidence=0.0625, lift=14.40625), OrderedStatistic(items_base=frozenset({'BLUE POLKADOT GARDEN PARASOL'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.5, lift=14.40625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'BLUE POLKADOT KIDS BAG'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'BLUE POLKADOT KIDS BAG'}), confidence=0.0625, lift=28.8125), OrderedStatistic(items_base=frozenset({'BLUE POLKADOT KIDS BAG'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=1.0, lift=28.8125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'BLUE POLKADOT WRAP'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'BLUE POLKADOT WRAP'}), confidence=0.0625, lift=14.40625), OrderedStatistic(items_base=frozenset({'BLUE POLKADOT WRAP'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.5, lift=14.40625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'BLUE VINTAGE SPOT BEAKER'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'BLUE VINTAGE SPOT BEAKER'}), confidence=0.0625, lift=3.6015625), OrderedStatistic(items_base=frozenset({'BLUE VINTAGE SPOT BEAKER'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.125, lift=3.6015625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'BOX OF 6 CHRISTMAS CAKE DECORATIONS'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'BOX OF 6 CHRISTMAS CAKE DECORATIONS'}), confidence=0.0625, lift=4.802083333333334), OrderedStatistic(items_base=frozenset({'BOX OF 6 CHRISTMAS CAKE DECORATIONS'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.16666666666666669, lift=4.802083333333334)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'BREAD BIN DINER STYLE IVORY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'BREAD BIN DINER STYLE IVORY'}), confidence=0.0625, lift=7.203125), OrderedStatistic(items_base=frozenset({'BREAD BIN DINER STYLE IVORY'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.25, lift=7.203125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'BREAD BIN DINER STYLE RED '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'BREAD BIN DINER STYLE RED '}), confidence=0.0625, lift=7.203125), OrderedStatistic(items_base=frozenset({'BREAD BIN DINER STYLE RED '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.25, lift=7.203125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'BUNDLE OF 3 ALPHABET EXERCISE BOOKS'}), support=0.006507592190889371, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'BUNDLE OF 3 ALPHABET EXERCISE BOOKS'}), confidence=0.1875, lift=5.7625), OrderedStatistic(items_base=frozenset({'BUNDLE OF 3 ALPHABET EXERCISE BOOKS'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.2, lift=5.7625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'BUNDLE OF 3 SCHOOL EXERCISE BOOKS '}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'BUNDLE OF 3 SCHOOL EXERCISE BOOKS '}), confidence=0.125, lift=6.402777777777778), OrderedStatistic(items_base=frozenset({'BUNDLE OF 3 SCHOOL EXERCISE BOOKS '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.22222222222222224, lift=6.402777777777778)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'CACTI T-LIGHT CANDLES'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'CACTI T-LIGHT CANDLES'}), confidence=0.0625, lift=9.604166666666668), OrderedStatistic(items_base=frozenset({'CACTI T-LIGHT CANDLES'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.33333333333333337, lift=9.604166666666668)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'CAKES AND BOWS GIFT TAPE'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'CAKES AND BOWS GIFT TAPE'}), confidence=0.0625, lift=28.8125), OrderedStatistic(items_base=frozenset({'CAKES AND BOWS GIFT TAPE'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=1.0, lift=28.8125)]),\n",
" RelationRecord(items=frozenset({'CARD CIRCUS PARADE', ' SPACEBOY BABY GIFT SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'CARD CIRCUS PARADE'}), confidence=0.0625, lift=3.201388888888889), OrderedStatistic(items_base=frozenset({'CARD CIRCUS PARADE'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.11111111111111112, lift=3.201388888888889)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'CARD DOLLY GIRL '}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'CARD DOLLY GIRL '}), confidence=0.125, lift=4.802083333333334), OrderedStatistic(items_base=frozenset({'CARD DOLLY GIRL '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.16666666666666669, lift=4.802083333333334)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'CERAMIC STRAWBERRY TRINKET TRAY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'CERAMIC STRAWBERRY TRINKET TRAY'}), confidence=0.0625, lift=14.40625), OrderedStatistic(items_base=frozenset({'CERAMIC STRAWBERRY TRINKET TRAY'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.5, lift=14.40625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'CHARLIE & LOLA WASTEPAPER BIN FLORA'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'CHARLIE & LOLA WASTEPAPER BIN FLORA'}), confidence=0.0625, lift=28.8125), OrderedStatistic(items_base=frozenset({'CHARLIE & LOLA WASTEPAPER BIN FLORA'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=1.0, lift=28.8125)]),\n",
" RelationRecord(items=frozenset({'CHERRY BLOSSOM DECORATIVE FLASK', ' SPACEBOY BABY GIFT SET'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'CHERRY BLOSSOM DECORATIVE FLASK'}), confidence=0.125, lift=7.203125), OrderedStatistic(items_base=frozenset({'CHERRY BLOSSOM DECORATIVE FLASK'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.25, lift=7.203125)]),\n",
" RelationRecord(items=frozenset({'CHERUB HEART DECORATION GOLD', ' SPACEBOY BABY GIFT SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'CHERUB HEART DECORATION GOLD'}), confidence=0.0625, lift=14.40625), OrderedStatistic(items_base=frozenset({'CHERUB HEART DECORATION GOLD'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.5, lift=14.40625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'CHILDRENS GARDEN GLOVES BLUE'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'CHILDRENS GARDEN GLOVES BLUE'}), confidence=0.0625, lift=14.40625), OrderedStatistic(items_base=frozenset({'CHILDRENS GARDEN GLOVES BLUE'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.5, lift=14.40625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'CHILDS BREAKFAST SET DOLLY GIRL '}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'CHILDS BREAKFAST SET DOLLY GIRL '}), confidence=0.125, lift=4.4326923076923075), OrderedStatistic(items_base=frozenset({'CHILDS BREAKFAST SET DOLLY GIRL '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.15384615384615385, lift=4.4326923076923075)]),\n",
" RelationRecord(items=frozenset({'CHILDS BREAKFAST SET SPACEBOY ', ' SPACEBOY BABY GIFT SET'}), support=0.006507592190889371, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'CHILDS BREAKFAST SET SPACEBOY '}), confidence=0.1875, lift=4.116071428571428), OrderedStatistic(items_base=frozenset({'CHILDS BREAKFAST SET SPACEBOY '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.14285714285714285, lift=4.116071428571428)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'CHILDS GARDEN BRUSH BLUE'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'CHILDS GARDEN BRUSH BLUE'}), confidence=0.0625, lift=14.40625), OrderedStatistic(items_base=frozenset({'CHILDS GARDEN BRUSH BLUE'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.5, lift=14.40625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'CHILDS GARDEN BRUSH PINK'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'CHILDS GARDEN BRUSH PINK'}), confidence=0.0625, lift=14.40625), OrderedStatistic(items_base=frozenset({'CHILDS GARDEN BRUSH PINK'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.5, lift=14.40625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'CHILDS GARDEN RAKE BLUE'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'CHILDS GARDEN RAKE BLUE'}), confidence=0.0625, lift=9.604166666666668), OrderedStatistic(items_base=frozenset({'CHILDS GARDEN RAKE BLUE'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.33333333333333337, lift=9.604166666666668)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'CHILDS GARDEN RAKE PINK'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'CHILDS GARDEN RAKE PINK'}), confidence=0.0625, lift=9.604166666666668), OrderedStatistic(items_base=frozenset({'CHILDS GARDEN RAKE PINK'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.33333333333333337, lift=9.604166666666668)]),\n",
" RelationRecord(items=frozenset({'CHILDS GARDEN SPADE BLUE', ' SPACEBOY BABY GIFT SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'CHILDS GARDEN SPADE BLUE'}), confidence=0.0625, lift=9.604166666666668), OrderedStatistic(items_base=frozenset({'CHILDS GARDEN SPADE BLUE'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.33333333333333337, lift=9.604166666666668)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'CHILDS GARDEN SPADE PINK'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'CHILDS GARDEN SPADE PINK'}), confidence=0.0625, lift=9.604166666666668), OrderedStatistic(items_base=frozenset({'CHILDS GARDEN SPADE PINK'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.33333333333333337, lift=9.604166666666668)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'CHOCOLATE CALCULATOR'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'CHOCOLATE CALCULATOR'}), confidence=0.0625, lift=28.8125), OrderedStatistic(items_base=frozenset({'CHOCOLATE CALCULATOR'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=1.0, lift=28.8125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'CHRISTMAS METAL TAGS ASSORTED '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'CHRISTMAS METAL TAGS ASSORTED '}), confidence=0.0625, lift=9.604166666666668), OrderedStatistic(items_base=frozenset({'CHRISTMAS METAL TAGS ASSORTED '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.33333333333333337, lift=9.604166666666668)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'CHRISTMAS TREE HANGING GOLD'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'CHRISTMAS TREE HANGING GOLD'}), confidence=0.0625, lift=9.604166666666668), OrderedStatistic(items_base=frozenset({'CHRISTMAS TREE HANGING GOLD'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.33333333333333337, lift=9.604166666666668)]),\n",
" RelationRecord(items=frozenset({'CIRCUS PARADE BABY GIFT SET', ' SPACEBOY BABY GIFT SET'}), support=0.013015184381778741, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'CIRCUS PARADE BABY GIFT SET'}), confidence=0.375, lift=21.609375), OrderedStatistic(items_base=frozenset({'CIRCUS PARADE BABY GIFT SET'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.75, lift=21.609375)]),\n",
" RelationRecord(items=frozenset({'CIRCUS PARADE LUNCH BOX ', ' SPACEBOY BABY GIFT SET'}), support=0.006507592190889371, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'CIRCUS PARADE LUNCH BOX '}), confidence=0.1875, lift=3.201388888888889), OrderedStatistic(items_base=frozenset({'CIRCUS PARADE LUNCH BOX '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.1111111111111111, lift=3.2013888888888884)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'CLASSIC METAL BIRDCAGE PLANT HOLDER'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'CLASSIC METAL BIRDCAGE PLANT HOLDER'}), confidence=0.0625, lift=28.8125), OrderedStatistic(items_base=frozenset({'CLASSIC METAL BIRDCAGE PLANT HOLDER'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=1.0, lift=28.8125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'COCKTAIL SWORDS 50 PIECES'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'COCKTAIL SWORDS 50 PIECES'}), confidence=0.0625, lift=28.8125), OrderedStatistic(items_base=frozenset({'COCKTAIL SWORDS 50 PIECES'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=1.0, lift=28.8125)]),\n",
" RelationRecord(items=frozenset({'COSY HOUR CIGAR BOX MATCHES ', ' SPACEBOY BABY GIFT SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'COSY HOUR CIGAR BOX MATCHES '}), confidence=0.0625, lift=28.8125), OrderedStatistic(items_base=frozenset({'COSY HOUR CIGAR BOX MATCHES '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=1.0, lift=28.8125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'COWBOYS AND INDIANS BIRTHDAY CARD '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'COWBOYS AND INDIANS BIRTHDAY CARD '}), confidence=0.0625, lift=3.201388888888889), OrderedStatistic(items_base=frozenset({'COWBOYS AND INDIANS BIRTHDAY CARD '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.11111111111111112, lift=3.201388888888889)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'DANISH ROSE DECORATIVE PLATE'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'DANISH ROSE DECORATIVE PLATE'}), confidence=0.0625, lift=9.604166666666668), OrderedStatistic(items_base=frozenset({'DANISH ROSE DECORATIVE PLATE'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.33333333333333337, lift=9.604166666666668)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'DANISH ROSE DELUXE COASTER'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'DANISH ROSE DELUXE COASTER'}), confidence=0.0625, lift=7.203125), OrderedStatistic(items_base=frozenset({'DANISH ROSE DELUXE COASTER'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.25, lift=7.203125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'DANISH ROSE ROUND SEWING BOX'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'DANISH ROSE ROUND SEWING BOX'}), confidence=0.0625, lift=14.40625), OrderedStatistic(items_base=frozenset({'DANISH ROSE ROUND SEWING BOX'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.5, lift=14.40625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'DINOSAUR KEYRINGS ASSORTED'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'DINOSAUR KEYRINGS ASSORTED'}), confidence=0.0625, lift=4.116071428571429), OrderedStatistic(items_base=frozenset({'DINOSAUR KEYRINGS ASSORTED'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.14285714285714288, lift=4.116071428571429)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'DINOSAUR LUNCH BOX WITH CUTLERY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'DINOSAUR LUNCH BOX WITH CUTLERY'}), confidence=0.0625, lift=4.116071428571429), OrderedStatistic(items_base=frozenset({'DINOSAUR LUNCH BOX WITH CUTLERY'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.14285714285714288, lift=4.116071428571429)]),\n",
" RelationRecord(items=frozenset({'DOG BOWL VINTAGE CREAM', ' SPACEBOY BABY GIFT SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'DOG BOWL VINTAGE CREAM'}), confidence=0.0625, lift=14.40625), OrderedStatistic(items_base=frozenset({'DOG BOWL VINTAGE CREAM'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.5, lift=14.40625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'DOLLY GIRL BABY GIFT SET'}), support=0.019522776572668113, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'DOLLY GIRL BABY GIFT SET'}), confidence=0.5625, lift=28.8125), OrderedStatistic(items_base=frozenset({'DOLLY GIRL BABY GIFT SET'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=1.0, lift=28.8125)]),\n",
" RelationRecord(items=frozenset({'DOORMAT 3 SMILEY CATS', ' SPACEBOY BABY GIFT SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'DOORMAT 3 SMILEY CATS'}), confidence=0.0625, lift=28.8125), OrderedStatistic(items_base=frozenset({'DOORMAT 3 SMILEY CATS'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=1.0, lift=28.8125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'DOORMAT BLACK FLOCK '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'DOORMAT BLACK FLOCK '}), confidence=0.0625, lift=14.40625), OrderedStatistic(items_base=frozenset({'DOORMAT BLACK FLOCK '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.5, lift=14.40625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'DOORMAT ENGLISH ROSE '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'DOORMAT ENGLISH ROSE '}), confidence=0.0625, lift=7.203125), OrderedStatistic(items_base=frozenset({'DOORMAT ENGLISH ROSE '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.25, lift=7.203125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'DOORMAT HOME SWEET HOME BLUE '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'DOORMAT HOME SWEET HOME BLUE '}), confidence=0.0625, lift=28.8125), OrderedStatistic(items_base=frozenset({'DOORMAT HOME SWEET HOME BLUE '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=1.0, lift=28.8125)]),\n",
" RelationRecord(items=frozenset({'DOORMAT MERRY CHRISTMAS RED ', ' SPACEBOY BABY GIFT SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'DOORMAT MERRY CHRISTMAS RED '}), confidence=0.0625, lift=14.40625), OrderedStatistic(items_base=frozenset({'DOORMAT MERRY CHRISTMAS RED '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.5, lift=14.40625)]),\n",
" RelationRecord(items=frozenset({'DOORMAT PEACE ON EARTH BLUE', ' SPACEBOY BABY GIFT SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'DOORMAT PEACE ON EARTH BLUE'}), confidence=0.0625, lift=28.8125), OrderedStatistic(items_base=frozenset({'DOORMAT PEACE ON EARTH BLUE'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=1.0, lift=28.8125)]),\n",
" RelationRecord(items=frozenset({'DOORMAT RED RETROSPOT', ' SPACEBOY BABY GIFT SET'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'DOORMAT RED RETROSPOT'}), confidence=0.125, lift=5.7625), OrderedStatistic(items_base=frozenset({'DOORMAT RED RETROSPOT'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.2, lift=5.7625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'DOORMAT SPOTTY HOME SWEET HOME'}), support=0.006507592190889371, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'DOORMAT SPOTTY HOME SWEET HOME'}), confidence=0.1875, lift=10.8046875), OrderedStatistic(items_base=frozenset({'DOORMAT SPOTTY HOME SWEET HOME'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.375, lift=10.8046875)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'DOORMAT UNION FLAG'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'DOORMAT UNION FLAG'}), confidence=0.125, lift=4.802083333333334), OrderedStatistic(items_base=frozenset({'DOORMAT UNION FLAG'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.16666666666666669, lift=4.802083333333334)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'DOORMAT WELCOME TO OUR HOME'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'DOORMAT WELCOME TO OUR HOME'}), confidence=0.0625, lift=14.40625), OrderedStatistic(items_base=frozenset({'DOORMAT WELCOME TO OUR HOME'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.5, lift=14.40625)]),\n",
" RelationRecord(items=frozenset({'DOORSTOP RETROSPOT HEART', ' SPACEBOY BABY GIFT SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'DOORSTOP RETROSPOT HEART'}), confidence=0.0625, lift=28.8125), OrderedStatistic(items_base=frozenset({'DOORSTOP RETROSPOT HEART'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=1.0, lift=28.8125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'DOUGHNUT LIP GLOSS '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'DOUGHNUT LIP GLOSS '}), confidence=0.0625, lift=3.6015625), OrderedStatistic(items_base=frozenset({'DOUGHNUT LIP GLOSS '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.125, lift=3.6015625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'ELEPHANT, BIRTHDAY CARD, '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'ELEPHANT, BIRTHDAY CARD, '}), confidence=0.0625, lift=4.802083333333334), OrderedStatistic(items_base=frozenset({'ELEPHANT, BIRTHDAY CARD, '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.16666666666666669, lift=4.802083333333334)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'EMPIRE TISSUE BOX'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'EMPIRE TISSUE BOX'}), confidence=0.0625, lift=9.604166666666668), OrderedStatistic(items_base=frozenset({'EMPIRE TISSUE BOX'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.33333333333333337, lift=9.604166666666668)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'ENGLISH ROSE NOTEBOOK A7 SIZE'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'ENGLISH ROSE NOTEBOOK A7 SIZE'}), confidence=0.0625, lift=14.40625), OrderedStatistic(items_base=frozenset({'ENGLISH ROSE NOTEBOOK A7 SIZE'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.5, lift=14.40625)]),\n",
" RelationRecord(items=frozenset({'ENGLISH ROSE SMALL SCENTED FLOWER', ' SPACEBOY BABY GIFT SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'ENGLISH ROSE SMALL SCENTED FLOWER'}), confidence=0.0625, lift=14.40625), OrderedStatistic(items_base=frozenset({'ENGLISH ROSE SMALL SCENTED FLOWER'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.5, lift=14.40625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'FAIRY CAKE BIRTHDAY CANDLE SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'FAIRY CAKE BIRTHDAY CANDLE SET'}), confidence=0.0625, lift=9.604166666666668), OrderedStatistic(items_base=frozenset({'FAIRY CAKE BIRTHDAY CANDLE SET'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.33333333333333337, lift=9.604166666666668)]),\n",
" RelationRecord(items=frozenset({'FAMILY PHOTO FRAME CORNICE', ' SPACEBOY BABY GIFT SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'FAMILY PHOTO FRAME CORNICE'}), confidence=0.0625, lift=28.8125), OrderedStatistic(items_base=frozenset({'FAMILY PHOTO FRAME CORNICE'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=1.0, lift=28.8125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'FAWN BLUE HOT WATER BOTTLE'}), support=0.008676789587852495, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'FAWN BLUE HOT WATER BOTTLE'}), confidence=0.25, lift=8.865384615384615), OrderedStatistic(items_base=frozenset({'FAWN BLUE HOT WATER BOTTLE'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.3076923076923077, lift=8.865384615384615)]),\n",
" RelationRecord(items=frozenset({'FELTCRAFT 6 FLOWER FRIENDS', ' SPACEBOY BABY GIFT SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'FELTCRAFT 6 FLOWER FRIENDS'}), confidence=0.0625, lift=9.604166666666668), OrderedStatistic(items_base=frozenset({'FELTCRAFT 6 FLOWER FRIENDS'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.33333333333333337, lift=9.604166666666668)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'FELTCRAFT DOLL MOLLY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'FELTCRAFT DOLL MOLLY'}), confidence=0.0625, lift=4.802083333333334), OrderedStatistic(items_base=frozenset({'FELTCRAFT DOLL MOLLY'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.16666666666666669, lift=4.802083333333334)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'FELTCRAFT DOLL ROSIE'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'FELTCRAFT DOLL ROSIE'}), confidence=0.0625, lift=9.604166666666668), OrderedStatistic(items_base=frozenset({'FELTCRAFT DOLL ROSIE'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.33333333333333337, lift=9.604166666666668)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'FELTCRAFT PRINCESS CHARLOTTE DOLL'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'FELTCRAFT PRINCESS CHARLOTTE DOLL'}), confidence=0.0625, lift=3.6015625), OrderedStatistic(items_base=frozenset({'FELTCRAFT PRINCESS CHARLOTTE DOLL'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.125, lift=3.6015625)]),\n",
" RelationRecord(items=frozenset({'FIVE HEART HANGING DECORATION', ' SPACEBOY BABY GIFT SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'FIVE HEART HANGING DECORATION'}), confidence=0.0625, lift=14.40625), OrderedStatistic(items_base=frozenset({'FIVE HEART HANGING DECORATION'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.5, lift=14.40625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'FOLDING BUTTERFLY MIRROR IVORY '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'FOLDING BUTTERFLY MIRROR IVORY '}), confidence=0.0625, lift=14.40625), OrderedStatistic(items_base=frozenset({'FOLDING BUTTERFLY MIRROR IVORY '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.5, lift=14.40625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'FOLDING BUTTERFLY MIRROR RED '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'FOLDING BUTTERFLY MIRROR RED '}), confidence=0.0625, lift=9.604166666666668), OrderedStatistic(items_base=frozenset({'FOLDING BUTTERFLY MIRROR RED '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.33333333333333337, lift=9.604166666666668)]),\n",
" RelationRecord(items=frozenset({'FOLDING UMBRELLA BLACKBLUE POLKADOT', ' SPACEBOY BABY GIFT SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'FOLDING UMBRELLA BLACKBLUE POLKADOT'}), confidence=0.0625, lift=9.604166666666668), OrderedStatistic(items_base=frozenset({'FOLDING UMBRELLA BLACKBLUE POLKADOT'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.33333333333333337, lift=9.604166666666668)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'FOLDING UMBRELLA CHOCOLATE POLKADOT'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'FOLDING UMBRELLA CHOCOLATE POLKADOT'}), confidence=0.0625, lift=9.604166666666668), OrderedStatistic(items_base=frozenset({'FOLDING UMBRELLA CHOCOLATE POLKADOT'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.33333333333333337, lift=9.604166666666668)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'FOLDING UMBRELLA CREAM POLKADOT'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'FOLDING UMBRELLA CREAM POLKADOT'}), confidence=0.0625, lift=14.40625), OrderedStatistic(items_base=frozenset({'FOLDING UMBRELLA CREAM POLKADOT'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.5, lift=14.40625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'FOLDING UMBRELLA PINKWHITE POLKADOT'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'FOLDING UMBRELLA PINKWHITE POLKADOT'}), confidence=0.0625, lift=14.40625), OrderedStatistic(items_base=frozenset({'FOLDING UMBRELLA PINKWHITE POLKADOT'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.5, lift=14.40625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'FOLDING UMBRELLA WHITE/RED POLKADOT'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'FOLDING UMBRELLA WHITE/RED POLKADOT'}), confidence=0.0625, lift=28.8125), OrderedStatistic(items_base=frozenset({'FOLDING UMBRELLA WHITE/RED POLKADOT'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=1.0, lift=28.8125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'FOLKART STAR CHRISTMAS DECORATIONS'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'FOLKART STAR CHRISTMAS DECORATIONS'}), confidence=0.0625, lift=9.604166666666668), OrderedStatistic(items_base=frozenset({'FOLKART STAR CHRISTMAS DECORATIONS'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.33333333333333337, lift=9.604166666666668)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'FOOD CONTAINER SET 3 LOVE HEART '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'FOOD CONTAINER SET 3 LOVE HEART '}), confidence=0.0625, lift=14.40625), OrderedStatistic(items_base=frozenset({'FOOD CONTAINER SET 3 LOVE HEART '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.5, lift=14.40625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'FRYING PAN PINK POLKADOT'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'FRYING PAN PINK POLKADOT'}), confidence=0.0625, lift=28.8125), OrderedStatistic(items_base=frozenset({'FRYING PAN PINK POLKADOT'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=1.0, lift=28.8125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'FRYING PAN RED RETROSPOT'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'FRYING PAN RED RETROSPOT'}), confidence=0.0625, lift=14.40625), OrderedStatistic(items_base=frozenset({'FRYING PAN RED RETROSPOT'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.5, lift=14.40625)]),\n",
" RelationRecord(items=frozenset({'FRYING PAN UNION FLAG', ' SPACEBOY BABY GIFT SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'FRYING PAN UNION FLAG'}), confidence=0.0625, lift=4.802083333333334), OrderedStatistic(items_base=frozenset({'FRYING PAN UNION FLAG'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.16666666666666669, lift=4.802083333333334)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'GARDENERS KNEELING PAD CUP OF TEA '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'GARDENERS KNEELING PAD CUP OF TEA '}), confidence=0.0625, lift=28.8125), OrderedStatistic(items_base=frozenset({'GARDENERS KNEELING PAD CUP OF TEA '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=1.0, lift=28.8125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'GINGHAM HEART DECORATION'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'GINGHAM HEART DECORATION'}), confidence=0.0625, lift=4.802083333333334), OrderedStatistic(items_base=frozenset({'GINGHAM HEART DECORATION'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.16666666666666669, lift=4.802083333333334)]),\n",
" RelationRecord(items=frozenset({'GINGHAM RECIPE BOOK BOX', ' SPACEBOY BABY GIFT SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'GINGHAM RECIPE BOOK BOX'}), confidence=0.0625, lift=28.8125), OrderedStatistic(items_base=frozenset({'GINGHAM RECIPE BOOK BOX'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=1.0, lift=28.8125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'GIRAFFE WOODEN RULER'}), support=0.006507592190889371, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'GIRAFFE WOODEN RULER'}), confidence=0.1875, lift=7.857954545454546), OrderedStatistic(items_base=frozenset({'GIRAFFE WOODEN RULER'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.2727272727272727, lift=7.857954545454545)]),\n",
" RelationRecord(items=frozenset({'GIRLS VINTAGE TIN SEASIDE BUCKET', ' SPACEBOY BABY GIFT SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'GIRLS VINTAGE TIN SEASIDE BUCKET'}), confidence=0.0625, lift=7.203125), OrderedStatistic(items_base=frozenset({'GIRLS VINTAGE TIN SEASIDE BUCKET'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.25, lift=7.203125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'GLAMOROUS MUG'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'GLAMOROUS MUG'}), confidence=0.0625, lift=9.604166666666668), OrderedStatistic(items_base=frozenset({'GLAMOROUS MUG'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.33333333333333337, lift=9.604166666666668)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'GREEN POLKADOT BOWL'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'GREEN POLKADOT BOWL'}), confidence=0.0625, lift=7.203125), OrderedStatistic(items_base=frozenset({'GREEN POLKADOT BOWL'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.25, lift=7.203125)]),\n",
" RelationRecord(items=frozenset({'GREEN POLKADOT PLATE ', ' SPACEBOY BABY GIFT SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'GREEN POLKADOT PLATE '}), confidence=0.0625, lift=7.203125), OrderedStatistic(items_base=frozenset({'GREEN POLKADOT PLATE '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.25, lift=7.203125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'GREEN VINTAGE SPOT BEAKER'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'GREEN VINTAGE SPOT BEAKER'}), confidence=0.0625, lift=7.203125), OrderedStatistic(items_base=frozenset({'GREEN VINTAGE SPOT BEAKER'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.25, lift=7.203125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'GROW A FLYTRAP OR SUNFLOWER IN TIN'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'GROW A FLYTRAP OR SUNFLOWER IN TIN'}), confidence=0.125, lift=6.402777777777778), OrderedStatistic(items_base=frozenset({'GROW A FLYTRAP OR SUNFLOWER IN TIN'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.22222222222222224, lift=6.402777777777778)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'GUMBALL MAGAZINE RACK'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'GUMBALL MAGAZINE RACK'}), confidence=0.0625, lift=5.7625), OrderedStatistic(items_base=frozenset({'GUMBALL MAGAZINE RACK'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.2, lift=5.7625)]),\n",
" RelationRecord(items=frozenset({'GYMKHANA TREASURE BOOK BOX', ' SPACEBOY BABY GIFT SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'GYMKHANA TREASURE BOOK BOX'}), confidence=0.0625, lift=7.203125), OrderedStatistic(items_base=frozenset({'GYMKHANA TREASURE BOOK BOX'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.25, lift=7.203125)]),\n",
" RelationRecord(items=frozenset({'HAND WARMER SCOTTY DOG DESIGN', ' SPACEBOY BABY GIFT SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'HAND WARMER SCOTTY DOG DESIGN'}), confidence=0.0625, lift=9.604166666666668), OrderedStatistic(items_base=frozenset({'HAND WARMER SCOTTY DOG DESIGN'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.33333333333333337, lift=9.604166666666668)]),\n",
" RelationRecord(items=frozenset({'HAND WARMER UNION JACK', ' SPACEBOY BABY GIFT SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'HAND WARMER UNION JACK'}), confidence=0.0625, lift=28.8125), OrderedStatistic(items_base=frozenset({'HAND WARMER UNION JACK'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=1.0, lift=28.8125)]),\n",
" RelationRecord(items=frozenset({'HI TEC ALPINE HAND WARMER', ' SPACEBOY BABY GIFT SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'HI TEC ALPINE HAND WARMER'}), confidence=0.0625, lift=9.604166666666668), OrderedStatistic(items_base=frozenset({'HI TEC ALPINE HAND WARMER'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.33333333333333337, lift=9.604166666666668)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'HOLIDAY FUN LUDO'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'HOLIDAY FUN LUDO'}), confidence=0.0625, lift=5.7625), OrderedStatistic(items_base=frozenset({'HOLIDAY FUN LUDO'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.2, lift=5.7625)]),\n",
" RelationRecord(items=frozenset({'HOME BUILDING BLOCK WORD', ' SPACEBOY BABY GIFT SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'HOME BUILDING BLOCK WORD'}), confidence=0.0625, lift=9.604166666666668), OrderedStatistic(items_base=frozenset({'HOME BUILDING BLOCK WORD'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.33333333333333337, lift=9.604166666666668)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'HOME SWEET HOME METAL SIGN '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'HOME SWEET HOME METAL SIGN '}), confidence=0.0625, lift=7.203125), OrderedStatistic(items_base=frozenset({'HOME SWEET HOME METAL SIGN '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.25, lift=7.203125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'HOME SWEET HOME MUG'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'HOME SWEET HOME MUG'}), confidence=0.0625, lift=5.7625), OrderedStatistic(items_base=frozenset({'HOME SWEET HOME MUG'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.2, lift=5.7625)]),\n",
" RelationRecord(items=frozenset({'HOT WATER BOTTLE KEEP CALM', ' SPACEBOY BABY GIFT SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'HOT WATER BOTTLE KEEP CALM'}), confidence=0.0625, lift=9.604166666666668), OrderedStatistic(items_base=frozenset({'HOT WATER BOTTLE KEEP CALM'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.33333333333333337, lift=9.604166666666668)]),\n",
" RelationRecord(items=frozenset({'HOUSE SHAPE PENCIL SHARPENER', ' SPACEBOY BABY GIFT SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'HOUSE SHAPE PENCIL SHARPENER'}), confidence=0.0625, lift=28.8125), OrderedStatistic(items_base=frozenset({'HOUSE SHAPE PENCIL SHARPENER'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=1.0, lift=28.8125)]),\n",
" RelationRecord(items=frozenset({'HYACINTH BULB T-LIGHT CANDLES', ' SPACEBOY BABY GIFT SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'HYACINTH BULB T-LIGHT CANDLES'}), confidence=0.0625, lift=28.8125), OrderedStatistic(items_base=frozenset({'HYACINTH BULB T-LIGHT CANDLES'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=1.0, lift=28.8125)]),\n",
" RelationRecord(items=frozenset({'I LOVE LONDON BABY GIFT SET', ' SPACEBOY BABY GIFT SET'}), support=0.010845986984815618, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'I LOVE LONDON BABY GIFT SET'}), confidence=0.3125, lift=20.580357142857142), OrderedStatistic(items_base=frozenset({'I LOVE LONDON BABY GIFT SET'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.7142857142857143, lift=20.580357142857142)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'ICE CREAM PEN LIP GLOSS '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'ICE CREAM PEN LIP GLOSS '}), confidence=0.0625, lift=4.116071428571429), OrderedStatistic(items_base=frozenset({'ICE CREAM PEN LIP GLOSS '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.14285714285714288, lift=4.116071428571429)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'ICE CREAM SUNDAE LIP GLOSS'}), support=0.006507592190889371, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'ICE CREAM SUNDAE LIP GLOSS'}), confidence=0.1875, lift=4.5493421052631575), OrderedStatistic(items_base=frozenset({'ICE CREAM SUNDAE LIP GLOSS'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.15789473684210525, lift=4.5493421052631575)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'JIGSAW TOADSTOOLS 3 PIECE'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'JIGSAW TOADSTOOLS 3 PIECE'}), confidence=0.0625, lift=9.604166666666668), OrderedStatistic(items_base=frozenset({'JIGSAW TOADSTOOLS 3 PIECE'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.33333333333333337, lift=9.604166666666668)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', \"JUMBO BAG 50'S CHRISTMAS \"}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({\"JUMBO BAG 50'S CHRISTMAS \"}), confidence=0.0625, lift=3.6015625), OrderedStatistic(items_base=frozenset({\"JUMBO BAG 50'S CHRISTMAS \"}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.125, lift=3.6015625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'JUMBO BAG PEARS'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'JUMBO BAG PEARS'}), confidence=0.125, lift=4.116071428571429), OrderedStatistic(items_base=frozenset({'JUMBO BAG PEARS'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.14285714285714288, lift=4.116071428571429)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'JUMBO BAG PINK VINTAGE PAISLEY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'JUMBO BAG PINK VINTAGE PAISLEY'}), confidence=0.0625, lift=7.203125), OrderedStatistic(items_base=frozenset({'JUMBO BAG PINK VINTAGE PAISLEY'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.25, lift=7.203125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'JUMBO BAG RED RETROSPOT'}), support=0.008676789587852495, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'JUMBO BAG RED RETROSPOT'}), confidence=0.25, lift=3.032894736842105), OrderedStatistic(items_base=frozenset({'JUMBO BAG RED RETROSPOT'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.10526315789473684, lift=3.032894736842105)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'JUNGLE POPSICLES ICE LOLLY MOULDS'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'JUNGLE POPSICLES ICE LOLLY MOULDS'}), confidence=0.0625, lift=7.203125), OrderedStatistic(items_base=frozenset({'JUNGLE POPSICLES ICE LOLLY MOULDS'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.25, lift=7.203125)]),\n",
" RelationRecord(items=frozenset({'KINGS CHOICE BISCUIT TIN', ' SPACEBOY BABY GIFT SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'KINGS CHOICE BISCUIT TIN'}), confidence=0.0625, lift=5.7625), OrderedStatistic(items_base=frozenset({'KINGS CHOICE BISCUIT TIN'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.2, lift=5.7625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'KINGS CHOICE MUG'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'KINGS CHOICE MUG'}), confidence=0.0625, lift=9.604166666666668), OrderedStatistic(items_base=frozenset({'KINGS CHOICE MUG'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.33333333333333337, lift=9.604166666666668)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'KNITTED UNION FLAG HOT WATER BOTTLE'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'KNITTED UNION FLAG HOT WATER BOTTLE'}), confidence=0.0625, lift=9.604166666666668), OrderedStatistic(items_base=frozenset({'KNITTED UNION FLAG HOT WATER BOTTLE'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.33333333333333337, lift=9.604166666666668)]),\n",
" RelationRecord(items=frozenset({'LARGE HANGING IVORY & RED WOOD BIRD', ' SPACEBOY BABY GIFT SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'LARGE HANGING IVORY & RED WOOD BIRD'}), confidence=0.0625, lift=28.8125), OrderedStatistic(items_base=frozenset({'LARGE HANGING IVORY & RED WOOD BIRD'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=1.0, lift=28.8125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'LAVENDER SCENTED FABRIC HEART'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'LAVENDER SCENTED FABRIC HEART'}), confidence=0.0625, lift=28.8125), OrderedStatistic(items_base=frozenset({'LAVENDER SCENTED FABRIC HEART'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=1.0, lift=28.8125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'LETS GO SHOPPING COTTON TOTE BAG'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'LETS GO SHOPPING COTTON TOTE BAG'}), confidence=0.0625, lift=9.604166666666668), OrderedStatistic(items_base=frozenset({'LETS GO SHOPPING COTTON TOTE BAG'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.33333333333333337, lift=9.604166666666668)]),\n",
" RelationRecord(items=frozenset({'LONDON BUS COFFEE MUG', ' SPACEBOY BABY GIFT SET'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'LONDON BUS COFFEE MUG'}), confidence=0.125, lift=3.6015625), OrderedStatistic(items_base=frozenset({'LONDON BUS COFFEE MUG'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.125, lift=3.6015625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'LOVE BUILDING BLOCK WORD'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'LOVE BUILDING BLOCK WORD'}), confidence=0.0625, lift=28.8125), OrderedStatistic(items_base=frozenset({'LOVE BUILDING BLOCK WORD'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=1.0, lift=28.8125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'LUNCH BAG DOLLY GIRL DESIGN'}), support=0.010845986984815618, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'LUNCH BAG DOLLY GIRL DESIGN'}), confidence=0.3125, lift=4.237132352941177), OrderedStatistic(items_base=frozenset({'LUNCH BAG DOLLY GIRL DESIGN'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.14705882352941177, lift=4.237132352941177)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'LUNCH BAG PINK POLKADOT'}), support=0.008676789587852495, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'LUNCH BAG PINK POLKADOT'}), confidence=0.25, lift=7.203125), OrderedStatistic(items_base=frozenset({'LUNCH BAG PINK POLKADOT'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.25, lift=7.203125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'LUNCH BAG SPACEBOY DESIGN '}), support=0.010845986984815618, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'LUNCH BAG SPACEBOY DESIGN '}), confidence=0.3125, lift=3.0013020833333335), OrderedStatistic(items_base=frozenset({'LUNCH BAG SPACEBOY DESIGN '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.10416666666666667, lift=3.0013020833333335)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'LUNCH BAG SUKI DESIGN '}), support=0.006507592190889371, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'LUNCH BAG SUKI DESIGN '}), confidence=0.1875, lift=4.5493421052631575), OrderedStatistic(items_base=frozenset({'LUNCH BAG SUKI DESIGN '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.15789473684210525, lift=4.5493421052631575)]),\n",
" RelationRecord(items=frozenset({'LUNCH BAG WOODLAND', ' SPACEBOY BABY GIFT SET'}), support=0.010845986984815618, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'LUNCH BAG WOODLAND'}), confidence=0.3125, lift=3.0651595744680855), OrderedStatistic(items_base=frozenset({'LUNCH BAG WOODLAND'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.10638297872340426, lift=3.065159574468085)]),\n",
" RelationRecord(items=frozenset({'MAGIC DRAWING SLATE DINOSAUR', ' SPACEBOY BABY GIFT SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'MAGIC DRAWING SLATE DINOSAUR'}), confidence=0.0625, lift=28.8125), OrderedStatistic(items_base=frozenset({'MAGIC DRAWING SLATE DINOSAUR'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=1.0, lift=28.8125)]),\n",
" RelationRecord(items=frozenset({'MAGIC DRAWING SLATE DOLLY GIRL ', ' SPACEBOY BABY GIFT SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'MAGIC DRAWING SLATE DOLLY GIRL '}), confidence=0.0625, lift=7.203125), OrderedStatistic(items_base=frozenset({'MAGIC DRAWING SLATE DOLLY GIRL '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.25, lift=7.203125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'MAGIC DRAWING SLATE LEAP FROG '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'MAGIC DRAWING SLATE LEAP FROG '}), confidence=0.0625, lift=28.8125), OrderedStatistic(items_base=frozenset({'MAGIC DRAWING SLATE LEAP FROG '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=1.0, lift=28.8125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'MAGIC DRAWING SLATE SPACEBOY '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'MAGIC DRAWING SLATE SPACEBOY '}), confidence=0.0625, lift=4.802083333333334), OrderedStatistic(items_base=frozenset({'MAGIC DRAWING SLATE SPACEBOY '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.16666666666666669, lift=4.802083333333334)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'MAGNETS PACK OF 4 HOME SWEET HOME'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'MAGNETS PACK OF 4 HOME SWEET HOME'}), confidence=0.0625, lift=5.7625), OrderedStatistic(items_base=frozenset({'MAGNETS PACK OF 4 HOME SWEET HOME'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.2, lift=5.7625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'MAGNETS PACK OF 4 RETRO PHOTO'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'MAGNETS PACK OF 4 RETRO PHOTO'}), confidence=0.0625, lift=4.802083333333334), OrderedStatistic(items_base=frozenset({'MAGNETS PACK OF 4 RETRO PHOTO'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.16666666666666669, lift=4.802083333333334)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'MAGNETS PACK OF 4 VINTAGE LABELS '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'MAGNETS PACK OF 4 VINTAGE LABELS '}), confidence=0.0625, lift=4.802083333333334), OrderedStatistic(items_base=frozenset({'MAGNETS PACK OF 4 VINTAGE LABELS '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.16666666666666669, lift=4.802083333333334)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'MEDIUM PINK BUDDHA HEAD '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'MEDIUM PINK BUDDHA HEAD '}), confidence=0.0625, lift=28.8125), OrderedStatistic(items_base=frozenset({'MEDIUM PINK BUDDHA HEAD '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=1.0, lift=28.8125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'MEMO BOARD COTTAGE DESIGN'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'MEMO BOARD COTTAGE DESIGN'}), confidence=0.0625, lift=9.604166666666668), OrderedStatistic(items_base=frozenset({'MEMO BOARD COTTAGE DESIGN'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.33333333333333337, lift=9.604166666666668)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'MEMO BOARD RETROSPOT DESIGN'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'MEMO BOARD RETROSPOT DESIGN'}), confidence=0.0625, lift=7.203125), OrderedStatistic(items_base=frozenset({'MEMO BOARD RETROSPOT DESIGN'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.25, lift=7.203125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'METAL SIGN EMPIRE TEA'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'METAL SIGN EMPIRE TEA'}), confidence=0.0625, lift=7.203125), OrderedStatistic(items_base=frozenset({'METAL SIGN EMPIRE TEA'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.25, lift=7.203125)]),\n",
" RelationRecord(items=frozenset({'METAL SIGN TAKE IT OR LEAVE IT ', ' SPACEBOY BABY GIFT SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'METAL SIGN TAKE IT OR LEAVE IT '}), confidence=0.0625, lift=3.6015625), OrderedStatistic(items_base=frozenset({'METAL SIGN TAKE IT OR LEAVE IT '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.125, lift=3.6015625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'MILK PAN BLUE POLKADOT'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'MILK PAN BLUE POLKADOT'}), confidence=0.0625, lift=28.8125), OrderedStatistic(items_base=frozenset({'MILK PAN BLUE POLKADOT'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=1.0, lift=28.8125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'MILK PAN RED RETROSPOT'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'MILK PAN RED RETROSPOT'}), confidence=0.125, lift=14.40625), OrderedStatistic(items_base=frozenset({'MILK PAN RED RETROSPOT'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.5, lift=14.40625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'MINI FUNKY DESIGN TAPES'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'MINI FUNKY DESIGN TAPES'}), confidence=0.0625, lift=4.802083333333334), OrderedStatistic(items_base=frozenset({'MINI FUNKY DESIGN TAPES'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.16666666666666669, lift=4.802083333333334)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'MINI PAINT SET VINTAGE '}), support=0.013015184381778741, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'MINI PAINT SET VINTAGE '}), confidence=0.375, lift=4.216463414634147), OrderedStatistic(items_base=frozenset({'MINI PAINT SET VINTAGE '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.14634146341463414, lift=4.216463414634146)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'MONEY BOX CONFECTIONERY DESIGN'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'MONEY BOX CONFECTIONERY DESIGN'}), confidence=0.0625, lift=28.8125), OrderedStatistic(items_base=frozenset({'MONEY BOX CONFECTIONERY DESIGN'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=1.0, lift=28.8125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'MORE BUTTER METAL SIGN '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'MORE BUTTER METAL SIGN '}), confidence=0.0625, lift=28.8125), OrderedStatistic(items_base=frozenset({'MORE BUTTER METAL SIGN '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=1.0, lift=28.8125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'MOUSE TOY WITH PINK T-SHIRT'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'MOUSE TOY WITH PINK T-SHIRT'}), confidence=0.0625, lift=14.40625), OrderedStatistic(items_base=frozenset({'MOUSE TOY WITH PINK T-SHIRT'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.5, lift=14.40625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'MR ROBOT SOFT TOY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'MR ROBOT SOFT TOY'}), confidence=0.0625, lift=14.40625), OrderedStatistic(items_base=frozenset({'MR ROBOT SOFT TOY'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.5, lift=14.40625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'OPEN CLOSED METAL SIGN'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'OPEN CLOSED METAL SIGN'}), confidence=0.0625, lift=5.7625), OrderedStatistic(items_base=frozenset({'OPEN CLOSED METAL SIGN'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.2, lift=5.7625)]),\n",
" RelationRecord(items=frozenset({'ORIGAMI JASMINE INCENSE/CANDLE SET', ' SPACEBOY BABY GIFT SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'ORIGAMI JASMINE INCENSE/CANDLE SET'}), confidence=0.0625, lift=28.8125), OrderedStatistic(items_base=frozenset({'ORIGAMI JASMINE INCENSE/CANDLE SET'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=1.0, lift=28.8125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'ORIGAMI VANILLA INCENSE/CANDLE SET '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'ORIGAMI VANILLA INCENSE/CANDLE SET '}), confidence=0.0625, lift=28.8125), OrderedStatistic(items_base=frozenset({'ORIGAMI VANILLA INCENSE/CANDLE SET '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=1.0, lift=28.8125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'PACK 3 BOXES BIRD PANNETONE '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'PACK 3 BOXES BIRD PANNETONE '}), confidence=0.0625, lift=28.8125), OrderedStatistic(items_base=frozenset({'PACK 3 BOXES BIRD PANNETONE '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=1.0, lift=28.8125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'PACK OF 12 COLOURED PENCILS'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'PACK OF 12 COLOURED PENCILS'}), confidence=0.0625, lift=9.604166666666668), OrderedStatistic(items_base=frozenset({'PACK OF 12 COLOURED PENCILS'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.33333333333333337, lift=9.604166666666668)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'PACK OF 12 LONDON TISSUES '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'PACK OF 12 LONDON TISSUES '}), confidence=0.0625, lift=3.201388888888889), OrderedStatistic(items_base=frozenset({'PACK OF 12 LONDON TISSUES '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.11111111111111112, lift=3.201388888888889)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'PACK OF 12 TRADITIONAL CRAYONS'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'PACK OF 12 TRADITIONAL CRAYONS'}), confidence=0.0625, lift=7.203125), OrderedStatistic(items_base=frozenset({'PACK OF 12 TRADITIONAL CRAYONS'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.25, lift=7.203125)]),\n",
" RelationRecord(items=frozenset({'PAINTED METAL PEARS ASSORTED', ' SPACEBOY BABY GIFT SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'PAINTED METAL PEARS ASSORTED'}), confidence=0.0625, lift=28.8125), OrderedStatistic(items_base=frozenset({'PAINTED METAL PEARS ASSORTED'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=1.0, lift=28.8125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'PAIR PADDED HANGERS PINK CHECK'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'PAIR PADDED HANGERS PINK CHECK'}), confidence=0.0625, lift=28.8125), OrderedStatistic(items_base=frozenset({'PAIR PADDED HANGERS PINK CHECK'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=1.0, lift=28.8125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'PANTRY MAGNETIC SHOPPING LIST'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'PANTRY MAGNETIC SHOPPING LIST'}), confidence=0.0625, lift=7.203125), OrderedStatistic(items_base=frozenset({'PANTRY MAGNETIC SHOPPING LIST'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.25, lift=7.203125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'PAPER BUNTING COLOURED LACE'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'PAPER BUNTING COLOURED LACE'}), confidence=0.0625, lift=28.8125), OrderedStatistic(items_base=frozenset({'PAPER BUNTING COLOURED LACE'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=1.0, lift=28.8125)]),\n",
" RelationRecord(items=frozenset({'PAPERWEIGHT CHILDHOOD MEMORIES', ' SPACEBOY BABY GIFT SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'PAPERWEIGHT CHILDHOOD MEMORIES'}), confidence=0.0625, lift=3.201388888888889), OrderedStatistic(items_base=frozenset({'PAPERWEIGHT CHILDHOOD MEMORIES'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.11111111111111112, lift=3.201388888888889)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'PAPERWEIGHT SAVE THE PLANET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'PAPERWEIGHT SAVE THE PLANET'}), confidence=0.0625, lift=7.203125), OrderedStatistic(items_base=frozenset({'PAPERWEIGHT SAVE THE PLANET'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.25, lift=7.203125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'PAPERWEIGHT VINTAGE COLLAGE'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'PAPERWEIGHT VINTAGE COLLAGE'}), confidence=0.0625, lift=9.604166666666668), OrderedStatistic(items_base=frozenset({'PAPERWEIGHT VINTAGE COLLAGE'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.33333333333333337, lift=9.604166666666668)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'PARISIENNE CURIO CABINET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'PARISIENNE CURIO CABINET'}), confidence=0.0625, lift=5.7625), OrderedStatistic(items_base=frozenset({'PARISIENNE CURIO CABINET'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.2, lift=5.7625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'PENCIL CASE LIFE IS BEAUTIFUL'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'PENCIL CASE LIFE IS BEAUTIFUL'}), confidence=0.0625, lift=14.40625), OrderedStatistic(items_base=frozenset({'PENCIL CASE LIFE IS BEAUTIFUL'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.5, lift=14.40625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'PENS ASSORTED FUNKY JEWELED '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'PENS ASSORTED FUNKY JEWELED '}), confidence=0.0625, lift=7.203125), OrderedStatistic(items_base=frozenset({'PENS ASSORTED FUNKY JEWELED '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.25, lift=7.203125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'PENS ASSORTED FUNNY FACE'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'PENS ASSORTED FUNNY FACE'}), confidence=0.0625, lift=3.6015625), OrderedStatistic(items_base=frozenset({'PENS ASSORTED FUNNY FACE'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.125, lift=3.6015625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'PHARMACIE FIRST AID TIN'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'PHARMACIE FIRST AID TIN'}), confidence=0.0625, lift=14.40625), OrderedStatistic(items_base=frozenset({'PHARMACIE FIRST AID TIN'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.5, lift=14.40625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'PICNIC BOXES SET OF 3 RETROSPOT '}), support=0.006507592190889371, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'PICNIC BOXES SET OF 3 RETROSPOT '}), confidence=0.1875, lift=5.7625), OrderedStatistic(items_base=frozenset({'PICNIC BOXES SET OF 3 RETROSPOT '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.2, lift=5.7625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'PINK FLOWER FABRIC PONY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'PINK FLOWER FABRIC PONY'}), confidence=0.0625, lift=14.40625), OrderedStatistic(items_base=frozenset({'PINK FLOWER FABRIC PONY'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.5, lift=14.40625)]),\n",
" RelationRecord(items=frozenset({'PINK HEART SHAPE EGG FRYING PAN', ' SPACEBOY BABY GIFT SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'PINK HEART SHAPE EGG FRYING PAN'}), confidence=0.0625, lift=9.604166666666668), OrderedStatistic(items_base=frozenset({'PINK HEART SHAPE EGG FRYING PAN'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.33333333333333337, lift=9.604166666666668)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'PINK LOVE HEART SHAPE CUP'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'PINK LOVE HEART SHAPE CUP'}), confidence=0.0625, lift=5.7625), OrderedStatistic(items_base=frozenset({'PINK LOVE HEART SHAPE CUP'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.2, lift=5.7625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'PINK OWL SOFT TOY'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'PINK OWL SOFT TOY'}), confidence=0.0625, lift=5.7625), OrderedStatistic(items_base=frozenset({'PINK OWL SOFT TOY'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.2, lift=5.7625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'PINK POLKADOT BOWL'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'PINK POLKADOT BOWL'}), confidence=0.0625, lift=3.6015625), OrderedStatistic(items_base=frozenset({'PINK POLKADOT BOWL'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.125, lift=3.6015625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'PINK POLKADOT GARDEN PARASOL'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'PINK POLKADOT GARDEN PARASOL'}), confidence=0.0625, lift=9.604166666666668), OrderedStatistic(items_base=frozenset({'PINK POLKADOT GARDEN PARASOL'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.33333333333333337, lift=9.604166666666668)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'PINK VINTAGE SPOT BEAKER'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'PINK VINTAGE SPOT BEAKER'}), confidence=0.0625, lift=3.201388888888889), OrderedStatistic(items_base=frozenset({'PINK VINTAGE SPOT BEAKER'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.11111111111111112, lift=3.201388888888889)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'PLAYING CARDS VINTAGE DOILY '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'PLAYING CARDS VINTAGE DOILY '}), confidence=0.0625, lift=9.604166666666668), OrderedStatistic(items_base=frozenset({'PLAYING CARDS VINTAGE DOILY '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.33333333333333337, lift=9.604166666666668)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', \"POPPY'S PLAYHOUSE BATHROOM\"}), support=0.008676789587852495, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({\"POPPY'S PLAYHOUSE BATHROOM\"}), confidence=0.25, lift=8.865384615384615), OrderedStatistic(items_base=frozenset({\"POPPY'S PLAYHOUSE BATHROOM\"}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.3076923076923077, lift=8.865384615384615)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', \"POPPY'S PLAYHOUSE BEDROOM \"}), support=0.008676789587852495, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({\"POPPY'S PLAYHOUSE BEDROOM \"}), confidence=0.25, lift=6.779411764705883), OrderedStatistic(items_base=frozenset({\"POPPY'S PLAYHOUSE BEDROOM \"}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.23529411764705885, lift=6.779411764705883)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', \"POPPY'S PLAYHOUSE KITCHEN\"}), support=0.008676789587852495, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({\"POPPY'S PLAYHOUSE KITCHEN\"}), confidence=0.25, lift=4.802083333333334), OrderedStatistic(items_base=frozenset({\"POPPY'S PLAYHOUSE KITCHEN\"}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.16666666666666669, lift=4.802083333333334)]),\n",
" RelationRecord(items=frozenset({\"POPPY'S PLAYHOUSE LIVINGROOM \", ' SPACEBOY BABY GIFT SET'}), support=0.006507592190889371, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({\"POPPY'S PLAYHOUSE LIVINGROOM \"}), confidence=0.1875, lift=6.174107142857143), OrderedStatistic(items_base=frozenset({\"POPPY'S PLAYHOUSE LIVINGROOM \"}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.2142857142857143, lift=6.174107142857143)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'QUEENS GUARD COFFEE MUG'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'QUEENS GUARD COFFEE MUG'}), confidence=0.125, lift=5.238636363636364), OrderedStatistic(items_base=frozenset({'QUEENS GUARD COFFEE MUG'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.18181818181818182, lift=5.238636363636363)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'RECYCLED ACAPULCO MAT GREEN'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'RECYCLED ACAPULCO MAT GREEN'}), confidence=0.0625, lift=4.802083333333334), OrderedStatistic(items_base=frozenset({'RECYCLED ACAPULCO MAT GREEN'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.16666666666666669, lift=4.802083333333334)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'RED HARMONICA IN BOX '}), support=0.006507592190889371, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'RED HARMONICA IN BOX '}), confidence=0.1875, lift=3.201388888888889), OrderedStatistic(items_base=frozenset({'RED HARMONICA IN BOX '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.1111111111111111, lift=3.2013888888888884)]),\n",
" RelationRecord(items=frozenset({'RED FLOCK LOVE HEART PHOTO FRAME', ' SPACEBOY BABY GIFT SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'RED FLOCK LOVE HEART PHOTO FRAME'}), confidence=0.0625, lift=28.8125), OrderedStatistic(items_base=frozenset({'RED FLOCK LOVE HEART PHOTO FRAME'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=1.0, lift=28.8125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'RED GINGHAM TEDDY BEAR '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'RED GINGHAM TEDDY BEAR '}), confidence=0.0625, lift=14.40625), OrderedStatistic(items_base=frozenset({'RED GINGHAM TEDDY BEAR '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.5, lift=14.40625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'RED LOVE HEART SHAPE CUP'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'RED LOVE HEART SHAPE CUP'}), confidence=0.0625, lift=7.203125), OrderedStatistic(items_base=frozenset({'RED LOVE HEART SHAPE CUP'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.25, lift=7.203125)]),\n",
" RelationRecord(items=frozenset({'RED RETROSPOT APRON ', ' SPACEBOY BABY GIFT SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'RED RETROSPOT APRON '}), confidence=0.0625, lift=9.604166666666668), OrderedStatistic(items_base=frozenset({'RED RETROSPOT APRON '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.33333333333333337, lift=9.604166666666668)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'RED RETROSPOT BUTTER DISH'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'RED RETROSPOT BUTTER DISH'}), confidence=0.125, lift=5.7625), OrderedStatistic(items_base=frozenset({'RED RETROSPOT BUTTER DISH'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.2, lift=5.7625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'RED RETROSPOT MUG'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'RED RETROSPOT MUG'}), confidence=0.0625, lift=4.802083333333334), OrderedStatistic(items_base=frozenset({'RED RETROSPOT MUG'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.16666666666666669, lift=4.802083333333334)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'RED RETROSPOT PEG BAG'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'RED RETROSPOT PEG BAG'}), confidence=0.0625, lift=9.604166666666668), OrderedStatistic(items_base=frozenset({'RED RETROSPOT PEG BAG'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.33333333333333337, lift=9.604166666666668)]),\n",
" RelationRecord(items=frozenset({'RED RETROSPOT PURSE ', ' SPACEBOY BABY GIFT SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'RED RETROSPOT PURSE '}), confidence=0.0625, lift=4.116071428571429), OrderedStatistic(items_base=frozenset({'RED RETROSPOT PURSE '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.14285714285714288, lift=4.116071428571429)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'RED RETROSPOT SHOPPER BAG'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'RED RETROSPOT SHOPPER BAG'}), confidence=0.0625, lift=7.203125), OrderedStatistic(items_base=frozenset({'RED RETROSPOT SHOPPER BAG'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.25, lift=7.203125)]),\n",
" RelationRecord(items=frozenset({'RED RETROSPOT SMALL MILK JUG', ' SPACEBOY BABY GIFT SET'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'RED RETROSPOT SMALL MILK JUG'}), confidence=0.125, lift=5.238636363636364), OrderedStatistic(items_base=frozenset({'RED RETROSPOT SMALL MILK JUG'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.18181818181818182, lift=5.238636363636363)]),\n",
" RelationRecord(items=frozenset({'RED RETROSPOT SUGAR JAM BOWL', ' SPACEBOY BABY GIFT SET'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'RED RETROSPOT SUGAR JAM BOWL'}), confidence=0.125, lift=5.7625), OrderedStatistic(items_base=frozenset({'RED RETROSPOT SUGAR JAM BOWL'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.2, lift=5.7625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'RED RETROSPOT WRAP '}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'RED RETROSPOT WRAP '}), confidence=0.125, lift=9.604166666666668), OrderedStatistic(items_base=frozenset({'RED RETROSPOT WRAP '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.33333333333333337, lift=9.604166666666668)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'RED SPOT PAPER GIFT BAG'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'RED SPOT PAPER GIFT BAG'}), confidence=0.0625, lift=14.40625), OrderedStatistic(items_base=frozenset({'RED SPOT PAPER GIFT BAG'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.5, lift=14.40625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'RED SPOTTY BISCUIT TIN'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'RED SPOTTY BISCUIT TIN'}), confidence=0.0625, lift=5.7625), OrderedStatistic(items_base=frozenset({'RED SPOTTY BISCUIT TIN'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.2, lift=5.7625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'RED WOOLLY HOTTIE WHITE HEART.'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'RED WOOLLY HOTTIE WHITE HEART.'}), confidence=0.125, lift=14.40625), OrderedStatistic(items_base=frozenset({'RED WOOLLY HOTTIE WHITE HEART.'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.5, lift=14.40625)]),\n",
" RelationRecord(items=frozenset({'REGENCY CAKESTAND 3 TIER', ' SPACEBOY BABY GIFT SET'}), support=0.013015184381778741, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'REGENCY CAKESTAND 3 TIER'}), confidence=0.375, lift=3.201388888888889), OrderedStatistic(items_base=frozenset({'REGENCY CAKESTAND 3 TIER'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.1111111111111111, lift=3.2013888888888884)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'REGENCY MILK JUG PINK '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'REGENCY MILK JUG PINK '}), confidence=0.0625, lift=4.802083333333334), OrderedStatistic(items_base=frozenset({'REGENCY MILK JUG PINK '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.16666666666666669, lift=4.802083333333334)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'REGENCY SUGAR BOWL GREEN'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'REGENCY SUGAR BOWL GREEN'}), confidence=0.125, lift=7.203125), OrderedStatistic(items_base=frozenset({'REGENCY SUGAR BOWL GREEN'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.25, lift=7.203125)]),\n",
" RelationRecord(items=frozenset({'REGENCY TEA PLATE GREEN ', ' SPACEBOY BABY GIFT SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'REGENCY TEA PLATE GREEN '}), confidence=0.0625, lift=9.604166666666668), OrderedStatistic(items_base=frozenset({'REGENCY TEA PLATE GREEN '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.33333333333333337, lift=9.604166666666668)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'REGENCY TEA PLATE ROSES '}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'REGENCY TEA PLATE ROSES '}), confidence=0.125, lift=9.604166666666668), OrderedStatistic(items_base=frozenset({'REGENCY TEA PLATE ROSES '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.33333333333333337, lift=9.604166666666668)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'REGENCY TEAPOT ROSES '}), support=0.006507592190889371, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'REGENCY TEAPOT ROSES '}), confidence=0.1875, lift=9.604166666666666), OrderedStatistic(items_base=frozenset({'REGENCY TEAPOT ROSES '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.3333333333333333, lift=9.604166666666666)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'RETROSPOT LAMP'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'RETROSPOT LAMP'}), confidence=0.125, lift=19.208333333333336), OrderedStatistic(items_base=frozenset({'RETROSPOT LAMP'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.6666666666666667, lift=19.208333333333336)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'RETROSPOT LARGE MILK JUG'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'RETROSPOT LARGE MILK JUG'}), confidence=0.125, lift=6.402777777777778), OrderedStatistic(items_base=frozenset({'RETROSPOT LARGE MILK JUG'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.22222222222222224, lift=6.402777777777778)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'RETROSPOT TEA SET CERAMIC 11 PC '}), support=0.008676789587852495, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'RETROSPOT TEA SET CERAMIC 11 PC '}), confidence=0.25, lift=3.3897058823529416), OrderedStatistic(items_base=frozenset({'RETROSPOT TEA SET CERAMIC 11 PC '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.11764705882352942, lift=3.3897058823529416)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'REVOLVER WOODEN RULER '}), support=0.006507592190889371, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'REVOLVER WOODEN RULER '}), confidence=0.1875, lift=3.928977272727273), OrderedStatistic(items_base=frozenset({'REVOLVER WOODEN RULER '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.13636363636363635, lift=3.9289772727272725)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'RING OF ROSES BIRTHDAY CARD'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'RING OF ROSES BIRTHDAY CARD'}), confidence=0.0625, lift=14.40625), OrderedStatistic(items_base=frozenset({'RING OF ROSES BIRTHDAY CARD'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.5, lift=14.40625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'ROCKING HORSE RED CHRISTMAS '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'ROCKING HORSE RED CHRISTMAS '}), confidence=0.0625, lift=4.802083333333334), OrderedStatistic(items_base=frozenset({'ROCKING HORSE RED CHRISTMAS '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.16666666666666669, lift=4.802083333333334)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', \"ROLL WRAP 50'S RED CHRISTMAS \"}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({\"ROLL WRAP 50'S RED CHRISTMAS \"}), confidence=0.0625, lift=9.604166666666668), OrderedStatistic(items_base=frozenset({\"ROLL WRAP 50'S RED CHRISTMAS \"}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.33333333333333337, lift=9.604166666666668)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'ROLL WRAP VINTAGE CHRISTMAS'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'ROLL WRAP VINTAGE CHRISTMAS'}), confidence=0.0625, lift=3.6015625), OrderedStatistic(items_base=frozenset({'ROLL WRAP VINTAGE CHRISTMAS'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.125, lift=3.6015625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'ROSES REGENCY TEACUP AND SAUCER '}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'ROSES REGENCY TEACUP AND SAUCER '}), confidence=0.125, lift=5.238636363636364), OrderedStatistic(items_base=frozenset({'ROSES REGENCY TEACUP AND SAUCER '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.18181818181818182, lift=5.238636363636363)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'ROUND CAKE TIN VINTAGE RED'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'ROUND CAKE TIN VINTAGE RED'}), confidence=0.0625, lift=5.7625), OrderedStatistic(items_base=frozenset({'ROUND CAKE TIN VINTAGE RED'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.2, lift=5.7625)]),\n",
" RelationRecord(items=frozenset({'ROUND CONTAINER SET OF 5 RETROSPOT', ' SPACEBOY BABY GIFT SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'ROUND CONTAINER SET OF 5 RETROSPOT'}), confidence=0.0625, lift=9.604166666666668), OrderedStatistic(items_base=frozenset({'ROUND CONTAINER SET OF 5 RETROSPOT'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.33333333333333337, lift=9.604166666666668)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'RUSTIC STRAWBERRY JAM POT SMALL'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'RUSTIC STRAWBERRY JAM POT SMALL'}), confidence=0.0625, lift=5.7625), OrderedStatistic(items_base=frozenset({'RUSTIC STRAWBERRY JAM POT SMALL'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.2, lift=5.7625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'S/4 PINK FLOWER CANDLES IN BOWL'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'S/4 PINK FLOWER CANDLES IN BOWL'}), confidence=0.0625, lift=14.40625), OrderedStatistic(items_base=frozenset({'S/4 PINK FLOWER CANDLES IN BOWL'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.5, lift=14.40625)]),\n",
" RelationRecord(items=frozenset({'SAVE THE PLANET COTTON TOTE BAG', ' SPACEBOY BABY GIFT SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'SAVE THE PLANET COTTON TOTE BAG'}), confidence=0.0625, lift=7.203125), OrderedStatistic(items_base=frozenset({'SAVE THE PLANET COTTON TOTE BAG'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.25, lift=7.203125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'SAVE THE PLANET MUG'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'SAVE THE PLANET MUG'}), confidence=0.0625, lift=5.7625), OrderedStatistic(items_base=frozenset({'SAVE THE PLANET MUG'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.2, lift=5.7625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'SCOTTIE DOGS BABY BIB'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'SCOTTIE DOGS BABY BIB'}), confidence=0.0625, lift=28.8125), OrderedStatistic(items_base=frozenset({'SCOTTIE DOGS BABY BIB'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=1.0, lift=28.8125)]),\n",
" RelationRecord(items=frozenset({'SET 10 NIGHT OWL LIGHTS', ' SPACEBOY BABY GIFT SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'SET 10 NIGHT OWL LIGHTS'}), confidence=0.0625, lift=14.40625), OrderedStatistic(items_base=frozenset({'SET 10 NIGHT OWL LIGHTS'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.5, lift=14.40625)]),\n",
" RelationRecord(items=frozenset({'SET 12 COLOUR PENCILS DOLLY GIRL ', ' SPACEBOY BABY GIFT SET'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'SET 12 COLOUR PENCILS DOLLY GIRL '}), confidence=0.125, lift=8.232142857142858), OrderedStatistic(items_base=frozenset({'SET 12 COLOUR PENCILS DOLLY GIRL '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.28571428571428575, lift=8.232142857142858)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'SET 12 COLOUR PENCILS LOVE LONDON'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'SET 12 COLOUR PENCILS LOVE LONDON'}), confidence=0.0625, lift=4.802083333333334), OrderedStatistic(items_base=frozenset({'SET 12 COLOUR PENCILS LOVE LONDON'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.16666666666666669, lift=4.802083333333334)]),\n",
" RelationRecord(items=frozenset({'SET 12 KIDS COLOUR CHALK STICKS', ' SPACEBOY BABY GIFT SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'SET 12 KIDS COLOUR CHALK STICKS'}), confidence=0.0625, lift=4.802083333333334), OrderedStatistic(items_base=frozenset({'SET 12 KIDS COLOUR CHALK STICKS'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.16666666666666669, lift=4.802083333333334)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'SET 12 RETRO WHITE CHALK STICKS'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'SET 12 RETRO WHITE CHALK STICKS'}), confidence=0.0625, lift=28.8125), OrderedStatistic(items_base=frozenset({'SET 12 RETRO WHITE CHALK STICKS'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=1.0, lift=28.8125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'SET 2 PANTRY DESIGN TEA TOWELS'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'SET 2 PANTRY DESIGN TEA TOWELS'}), confidence=0.125, lift=6.402777777777778), OrderedStatistic(items_base=frozenset({'SET 2 PANTRY DESIGN TEA TOWELS'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.22222222222222224, lift=6.402777777777778)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'SET 6 FOOTBALL CELEBRATION CANDLES'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'SET 6 FOOTBALL CELEBRATION CANDLES'}), confidence=0.0625, lift=5.7625), OrderedStatistic(items_base=frozenset({'SET 6 FOOTBALL CELEBRATION CANDLES'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.2, lift=5.7625)]),\n",
" RelationRecord(items=frozenset({'SET OF 10 LANTERNS FAIRY LIGHT STAR', ' SPACEBOY BABY GIFT SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'SET OF 10 LANTERNS FAIRY LIGHT STAR'}), confidence=0.0625, lift=28.8125), OrderedStatistic(items_base=frozenset({'SET OF 10 LANTERNS FAIRY LIGHT STAR'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=1.0, lift=28.8125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'SET OF 10 LED DOLLY LIGHTS'}), support=0.008676789587852495, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'SET OF 10 LED DOLLY LIGHTS'}), confidence=0.25, lift=7.683333333333334), OrderedStatistic(items_base=frozenset({'SET OF 10 LED DOLLY LIGHTS'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.2666666666666667, lift=7.6833333333333345)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'SET OF 2 CERAMIC CHRISTMAS TREES'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'SET OF 2 CERAMIC CHRISTMAS TREES'}), confidence=0.0625, lift=14.40625), OrderedStatistic(items_base=frozenset({'SET OF 2 CERAMIC CHRISTMAS TREES'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.5, lift=14.40625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'SET OF 2 CERAMIC PAINTED HEARTS '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'SET OF 2 CERAMIC PAINTED HEARTS '}), confidence=0.0625, lift=28.8125), OrderedStatistic(items_base=frozenset({'SET OF 2 CERAMIC PAINTED HEARTS '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=1.0, lift=28.8125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'SET OF 2 WOODEN MARKET CRATES'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'SET OF 2 WOODEN MARKET CRATES'}), confidence=0.0625, lift=14.40625), OrderedStatistic(items_base=frozenset({'SET OF 2 WOODEN MARKET CRATES'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.5, lift=14.40625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'SET OF 3 HANGING OWLS OLLIE BEAK'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'SET OF 3 HANGING OWLS OLLIE BEAK'}), confidence=0.0625, lift=14.40625), OrderedStatistic(items_base=frozenset({'SET OF 3 HANGING OWLS OLLIE BEAK'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.5, lift=14.40625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'SET OF 3 NOTEBOOKS IN PARCEL'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'SET OF 3 NOTEBOOKS IN PARCEL'}), confidence=0.125, lift=9.604166666666668), OrderedStatistic(items_base=frozenset({'SET OF 3 NOTEBOOKS IN PARCEL'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.33333333333333337, lift=9.604166666666668)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'SET OF 3 REGENCY CAKE TINS'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'SET OF 3 REGENCY CAKE TINS'}), confidence=0.125, lift=4.4326923076923075), OrderedStatistic(items_base=frozenset({'SET OF 3 REGENCY CAKE TINS'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.15384615384615385, lift=4.4326923076923075)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'SET OF 3 WOODEN HEART DECORATIONS'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'SET OF 3 WOODEN HEART DECORATIONS'}), confidence=0.0625, lift=28.8125), OrderedStatistic(items_base=frozenset({'SET OF 3 WOODEN HEART DECORATIONS'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=1.0, lift=28.8125)]),\n",
" RelationRecord(items=frozenset({'SET OF 3 WOODEN STOCKING DECORATION', ' SPACEBOY BABY GIFT SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'SET OF 3 WOODEN STOCKING DECORATION'}), confidence=0.0625, lift=7.203125), OrderedStatistic(items_base=frozenset({'SET OF 3 WOODEN STOCKING DECORATION'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.25, lift=7.203125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'SET OF 5 LUCKY CAT MAGNETS '}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'SET OF 5 LUCKY CAT MAGNETS '}), confidence=0.125, lift=5.7625), OrderedStatistic(items_base=frozenset({'SET OF 5 LUCKY CAT MAGNETS '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.2, lift=5.7625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'SET OF 5 MINI GROCERY MAGNETS'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'SET OF 5 MINI GROCERY MAGNETS'}), confidence=0.0625, lift=3.6015625), OrderedStatistic(items_base=frozenset({'SET OF 5 MINI GROCERY MAGNETS'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.125, lift=3.6015625)]),\n",
" RelationRecord(items=frozenset({'SET OF 6 3D KIT CARDS FOR KIDS', ' SPACEBOY BABY GIFT SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'SET OF 6 3D KIT CARDS FOR KIDS'}), confidence=0.0625, lift=7.203125), OrderedStatistic(items_base=frozenset({'SET OF 6 3D KIT CARDS FOR KIDS'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.25, lift=7.203125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'SET OF 6 HALLOWEEN GHOST T-LIGHTS'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'SET OF 6 HALLOWEEN GHOST T-LIGHTS'}), confidence=0.0625, lift=14.40625), OrderedStatistic(items_base=frozenset({'SET OF 6 HALLOWEEN GHOST T-LIGHTS'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.5, lift=14.40625)]),\n",
" RelationRecord(items=frozenset({'SET OF 6 HEART CHOPSTICKS', ' SPACEBOY BABY GIFT SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'SET OF 6 HEART CHOPSTICKS'}), confidence=0.0625, lift=14.40625), OrderedStatistic(items_base=frozenset({'SET OF 6 HEART CHOPSTICKS'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.5, lift=14.40625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'SET OF 6 NATIVITY MAGNETS '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'SET OF 6 NATIVITY MAGNETS '}), confidence=0.0625, lift=14.40625), OrderedStatistic(items_base=frozenset({'SET OF 6 NATIVITY MAGNETS '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.5, lift=14.40625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'SET OF 6 T-LIGHTS TOADSTOOLS'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'SET OF 6 T-LIGHTS TOADSTOOLS'}), confidence=0.0625, lift=28.8125), OrderedStatistic(items_base=frozenset({'SET OF 6 T-LIGHTS TOADSTOOLS'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=1.0, lift=28.8125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'SET/3 RED GINGHAM ROSE STORAGE BOX'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'SET/3 RED GINGHAM ROSE STORAGE BOX'}), confidence=0.0625, lift=4.802083333333334), OrderedStatistic(items_base=frozenset({'SET/3 RED GINGHAM ROSE STORAGE BOX'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.16666666666666669, lift=4.802083333333334)]),\n",
" RelationRecord(items=frozenset({'SET/4 BADGES BALLOON GIRL', ' SPACEBOY BABY GIFT SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'SET/4 BADGES BALLOON GIRL'}), confidence=0.0625, lift=5.7625), OrderedStatistic(items_base=frozenset({'SET/4 BADGES BALLOON GIRL'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.2, lift=5.7625)]),\n",
" RelationRecord(items=frozenset({'SET/4 COLOURFUL MIXING BOWLS', ' SPACEBOY BABY GIFT SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'SET/4 COLOURFUL MIXING BOWLS'}), confidence=0.0625, lift=28.8125), OrderedStatistic(items_base=frozenset({'SET/4 COLOURFUL MIXING BOWLS'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=1.0, lift=28.8125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'SET/4 RED MINI ROSE CANDLE IN BOWL'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'SET/4 RED MINI ROSE CANDLE IN BOWL'}), confidence=0.0625, lift=14.40625), OrderedStatistic(items_base=frozenset({'SET/4 RED MINI ROSE CANDLE IN BOWL'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.5, lift=14.40625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'SET/4 SKULL BADGES'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'SET/4 SKULL BADGES'}), confidence=0.0625, lift=3.201388888888889), OrderedStatistic(items_base=frozenset({'SET/4 SKULL BADGES'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.11111111111111112, lift=3.201388888888889)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'SET/6 COLLAGE PAPER CUPS'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'SET/6 COLLAGE PAPER CUPS'}), confidence=0.0625, lift=3.6015625), OrderedStatistic(items_base=frozenset({'SET/6 COLLAGE PAPER CUPS'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.125, lift=3.6015625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'SET/6 COLLAGE PAPER PLATES'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'SET/6 COLLAGE PAPER PLATES'}), confidence=0.0625, lift=3.6015625), OrderedStatistic(items_base=frozenset({'SET/6 COLLAGE PAPER PLATES'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.125, lift=3.6015625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'SET/6 PINK BIRD T-LIGHT CANDLES'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'SET/6 PINK BIRD T-LIGHT CANDLES'}), confidence=0.0625, lift=9.604166666666668), OrderedStatistic(items_base=frozenset({'SET/6 PINK BIRD T-LIGHT CANDLES'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.33333333333333337, lift=9.604166666666668)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'SET3 BOOK BOX GREEN GINGHAM FLOWER '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'SET3 BOOK BOX GREEN GINGHAM FLOWER '}), confidence=0.0625, lift=7.203125), OrderedStatistic(items_base=frozenset({'SET3 BOOK BOX GREEN GINGHAM FLOWER '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.25, lift=7.203125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'SILK PURSE BABUSHKA PINK'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'SILK PURSE BABUSHKA PINK'}), confidence=0.0625, lift=4.802083333333334), OrderedStatistic(items_base=frozenset({'SILK PURSE BABUSHKA PINK'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.16666666666666669, lift=4.802083333333334)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'SILVER STARS TABLE DECORATION'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'SILVER STARS TABLE DECORATION'}), confidence=0.0625, lift=7.203125), OrderedStatistic(items_base=frozenset({'SILVER STARS TABLE DECORATION'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.25, lift=7.203125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'SKULL SHOULDER BAG'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'SKULL SHOULDER BAG'}), confidence=0.0625, lift=14.40625), OrderedStatistic(items_base=frozenset({'SKULL SHOULDER BAG'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.5, lift=14.40625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'SMALL DOLLY MIX DESIGN ORANGE BOWL'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'SMALL DOLLY MIX DESIGN ORANGE BOWL'}), confidence=0.0625, lift=5.7625), OrderedStatistic(items_base=frozenset({'SMALL DOLLY MIX DESIGN ORANGE BOWL'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.2, lift=5.7625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'SMALL MARSHMALLOWS PINK BOWL'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'SMALL MARSHMALLOWS PINK BOWL'}), confidence=0.0625, lift=5.7625), OrderedStatistic(items_base=frozenset({'SMALL MARSHMALLOWS PINK BOWL'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.2, lift=5.7625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'SMALL POPCORN HOLDER'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'SMALL POPCORN HOLDER'}), confidence=0.0625, lift=3.201388888888889), OrderedStatistic(items_base=frozenset({'SMALL POPCORN HOLDER'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.11111111111111112, lift=3.201388888888889)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'SMALL RED RETROSPOT MUG IN BOX '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'SMALL RED RETROSPOT MUG IN BOX '}), confidence=0.0625, lift=28.8125), OrderedStatistic(items_base=frozenset({'SMALL RED RETROSPOT MUG IN BOX '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=1.0, lift=28.8125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'SMALL WHITE RETROSPOT MUG IN BOX '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'SMALL WHITE RETROSPOT MUG IN BOX '}), confidence=0.0625, lift=9.604166666666668), OrderedStatistic(items_base=frozenset({'SMALL WHITE RETROSPOT MUG IN BOX '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.33333333333333337, lift=9.604166666666668)]),\n",
" RelationRecord(items=frozenset({'SOLDIERS EGG CUP ', ' SPACEBOY BABY GIFT SET'}), support=0.006507592190889371, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'SOLDIERS EGG CUP '}), confidence=0.1875, lift=12.348214285714286), OrderedStatistic(items_base=frozenset({'SOLDIERS EGG CUP '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.4285714285714286, lift=12.348214285714286)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'SPACEBOY BEAKER'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'SPACEBOY BEAKER'}), confidence=0.0625, lift=3.6015625), OrderedStatistic(items_base=frozenset({'SPACEBOY BEAKER'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.125, lift=3.6015625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'SPACEBOY LUNCH BOX '}), support=0.015184381778741865, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'SPACEBOY LUNCH BOX '}), confidence=0.43749999999999994, lift=4.116071428571428), OrderedStatistic(items_base=frozenset({'SPACEBOY LUNCH BOX '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.14285714285714285, lift=4.116071428571428)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'STORAGE TIN VINTAGE DOILY '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'STORAGE TIN VINTAGE DOILY '}), confidence=0.0625, lift=3.6015625), OrderedStatistic(items_base=frozenset({'STORAGE TIN VINTAGE DOILY '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.125, lift=3.6015625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'STRAWBERRY PICNIC BAG'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'STRAWBERRY PICNIC BAG'}), confidence=0.0625, lift=7.203125), OrderedStatistic(items_base=frozenset({'STRAWBERRY PICNIC BAG'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.25, lift=7.203125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'STRAWBERRY CHARLOTTE BAG'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'STRAWBERRY CHARLOTTE BAG'}), confidence=0.0625, lift=3.6015625), OrderedStatistic(items_base=frozenset({'STRAWBERRY CHARLOTTE BAG'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.125, lift=3.6015625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'STRAWBERRY SHOPPER BAG'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'STRAWBERRY SHOPPER BAG'}), confidence=0.0625, lift=28.8125), OrderedStatistic(items_base=frozenset({'STRAWBERRY SHOPPER BAG'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=1.0, lift=28.8125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'TEA COSY RED STRIPE'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'TEA COSY RED STRIPE'}), confidence=0.0625, lift=28.8125), OrderedStatistic(items_base=frozenset({'TEA COSY RED STRIPE'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=1.0, lift=28.8125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'THREE CANVAS LUGGAGE TAGS'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'THREE CANVAS LUGGAGE TAGS'}), confidence=0.0625, lift=28.8125), OrderedStatistic(items_base=frozenset({'THREE CANVAS LUGGAGE TAGS'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=1.0, lift=28.8125)]),\n",
" RelationRecord(items=frozenset({'TOADSTOOL BEDSIDE LIGHT ', ' SPACEBOY BABY GIFT SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'TOADSTOOL BEDSIDE LIGHT '}), confidence=0.0625, lift=4.802083333333334), OrderedStatistic(items_base=frozenset({'TOADSTOOL BEDSIDE LIGHT '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.16666666666666669, lift=4.802083333333334)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'TOAST ITS - BEST MUM'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'TOAST ITS - BEST MUM'}), confidence=0.0625, lift=9.604166666666668), OrderedStatistic(items_base=frozenset({'TOAST ITS - BEST MUM'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.33333333333333337, lift=9.604166666666668)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'TOAST ITS - FAIRY FLOWER'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'TOAST ITS - FAIRY FLOWER'}), confidence=0.0625, lift=28.8125), OrderedStatistic(items_base=frozenset({'TOAST ITS - FAIRY FLOWER'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=1.0, lift=28.8125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'TOOL BOX SOFT TOY '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'TOOL BOX SOFT TOY '}), confidence=0.0625, lift=4.802083333333334), OrderedStatistic(items_base=frozenset({'TOOL BOX SOFT TOY '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.16666666666666669, lift=4.802083333333334)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'TOTE BAG I LOVE LONDON'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'TOTE BAG I LOVE LONDON'}), confidence=0.0625, lift=9.604166666666668), OrderedStatistic(items_base=frozenset({'TOTE BAG I LOVE LONDON'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.33333333333333337, lift=9.604166666666668)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'TRADITIONAL WOODEN SKIPPING ROPE'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'TRADITIONAL WOODEN SKIPPING ROPE'}), confidence=0.125, lift=7.203125), OrderedStatistic(items_base=frozenset({'TRADITIONAL WOODEN SKIPPING ROPE'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.25, lift=7.203125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'TRAVEL CARD WALLET I LOVE LONDON'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'TRAVEL CARD WALLET I LOVE LONDON'}), confidence=0.0625, lift=14.40625), OrderedStatistic(items_base=frozenset({'TRAVEL CARD WALLET I LOVE LONDON'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.5, lift=14.40625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'TRAVEL CARD WALLET KEEP CALM'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'TRAVEL CARD WALLET KEEP CALM'}), confidence=0.0625, lift=14.40625), OrderedStatistic(items_base=frozenset({'TRAVEL CARD WALLET KEEP CALM'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.5, lift=14.40625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'TRAVEL CARD WALLET RETROSPOT'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'TRAVEL CARD WALLET RETROSPOT'}), confidence=0.0625, lift=28.8125), OrderedStatistic(items_base=frozenset({'TRAVEL CARD WALLET RETROSPOT'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=1.0, lift=28.8125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'TRAVEL CARD WALLET VINTAGE TICKET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'TRAVEL CARD WALLET VINTAGE TICKET'}), confidence=0.0625, lift=14.40625), OrderedStatistic(items_base=frozenset({'TRAVEL CARD WALLET VINTAGE TICKET'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.5, lift=14.40625)]),\n",
" RelationRecord(items=frozenset({'TREASURE TIN GYMKHANA DESIGN', ' SPACEBOY BABY GIFT SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'TREASURE TIN GYMKHANA DESIGN'}), confidence=0.0625, lift=3.201388888888889), OrderedStatistic(items_base=frozenset({'TREASURE TIN GYMKHANA DESIGN'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.11111111111111112, lift=3.201388888888889)]),\n",
" RelationRecord(items=frozenset({'UNION JACK FLAG LUGGAGE TAG', ' SPACEBOY BABY GIFT SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'UNION JACK FLAG LUGGAGE TAG'}), confidence=0.0625, lift=28.8125), OrderedStatistic(items_base=frozenset({'UNION JACK FLAG LUGGAGE TAG'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=1.0, lift=28.8125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'VINTAGE CHRISTMAS GIFT SACK'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'VINTAGE CHRISTMAS GIFT SACK'}), confidence=0.0625, lift=28.8125), OrderedStatistic(items_base=frozenset({'VINTAGE CHRISTMAS GIFT SACK'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=1.0, lift=28.8125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'VINTAGE CREAM DOG FOOD CONTAINER'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'VINTAGE CREAM DOG FOOD CONTAINER'}), confidence=0.0625, lift=14.40625), OrderedStatistic(items_base=frozenset({'VINTAGE CREAM DOG FOOD CONTAINER'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.5, lift=14.40625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'VINTAGE DOILY TRAVEL SEWING KIT'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'VINTAGE DOILY TRAVEL SEWING KIT'}), confidence=0.125, lift=6.402777777777778), OrderedStatistic(items_base=frozenset({'VINTAGE DOILY TRAVEL SEWING KIT'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.22222222222222224, lift=6.402777777777778)]),\n",
" RelationRecord(items=frozenset({'WELCOME WOODEN BLOCK LETTERS', ' SPACEBOY BABY GIFT SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'WELCOME WOODEN BLOCK LETTERS'}), confidence=0.0625, lift=14.40625), OrderedStatistic(items_base=frozenset({'WELCOME WOODEN BLOCK LETTERS'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.5, lift=14.40625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'WHITE SKULL HOT WATER BOTTLE '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'WHITE SKULL HOT WATER BOTTLE '}), confidence=0.0625, lift=14.40625), OrderedStatistic(items_base=frozenset({'WHITE SKULL HOT WATER BOTTLE '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.5, lift=14.40625)]),\n",
" RelationRecord(items=frozenset({'WOODEN BOX OF DOMINOES', ' SPACEBOY BABY GIFT SET'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'WOODEN BOX OF DOMINOES'}), confidence=0.125, lift=6.402777777777778), OrderedStatistic(items_base=frozenset({'WOODEN BOX OF DOMINOES'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.22222222222222224, lift=6.402777777777778)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'WOODEN OWLS LIGHT GARLAND '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'WOODEN OWLS LIGHT GARLAND '}), confidence=0.0625, lift=28.8125), OrderedStatistic(items_base=frozenset({'WOODEN OWLS LIGHT GARLAND '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=1.0, lift=28.8125)]),\n",
" RelationRecord(items=frozenset({'WOODEN SCHOOL COLOURING SET', ' SPACEBOY BABY GIFT SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'WOODEN SCHOOL COLOURING SET'}), confidence=0.0625, lift=4.116071428571429), OrderedStatistic(items_base=frozenset({'WOODEN SCHOOL COLOURING SET'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.14285714285714288, lift=4.116071428571429)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'WOODEN UNION JACK BUNTING'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'WOODEN UNION JACK BUNTING'}), confidence=0.0625, lift=14.40625), OrderedStatistic(items_base=frozenset({'WOODEN UNION JACK BUNTING'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.5, lift=14.40625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'WOODLAND HEIGHT CHART STICKERS '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'WOODLAND HEIGHT CHART STICKERS '}), confidence=0.0625, lift=3.201388888888889), OrderedStatistic(items_base=frozenset({'WOODLAND HEIGHT CHART STICKERS '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.11111111111111112, lift=3.201388888888889)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'WOODLAND PARTY BAG + STICKER SET'}), support=0.004338394793926247, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'WOODLAND PARTY BAG + STICKER SET'}), confidence=0.125, lift=3.841666666666667), OrderedStatistic(items_base=frozenset({'WOODLAND PARTY BAG + STICKER SET'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.13333333333333336, lift=3.8416666666666672)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'WOODLAND STORAGE BOX LARGE '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'WOODLAND STORAGE BOX LARGE '}), confidence=0.0625, lift=14.40625), OrderedStatistic(items_base=frozenset({'WOODLAND STORAGE BOX LARGE '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.5, lift=14.40625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'WRAP CAROUSEL'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'WRAP CAROUSEL'}), confidence=0.0625, lift=14.40625), OrderedStatistic(items_base=frozenset({'WRAP CAROUSEL'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.5, lift=14.40625)]),\n",
" RelationRecord(items=frozenset({'WRAP CHRISTMAS VILLAGE', ' SPACEBOY BABY GIFT SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'WRAP CHRISTMAS VILLAGE'}), confidence=0.0625, lift=4.802083333333334), OrderedStatistic(items_base=frozenset({'WRAP CHRISTMAS VILLAGE'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.16666666666666669, lift=4.802083333333334)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'WRAP CIRCUS PARADE'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'WRAP CIRCUS PARADE'}), confidence=0.0625, lift=28.8125), OrderedStatistic(items_base=frozenset({'WRAP CIRCUS PARADE'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=1.0, lift=28.8125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'WRAP DOILEY DESIGN'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'WRAP DOILEY DESIGN'}), confidence=0.0625, lift=5.7625), OrderedStatistic(items_base=frozenset({'WRAP DOILEY DESIGN'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.2, lift=5.7625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'WRAP ENGLISH ROSE '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'WRAP ENGLISH ROSE '}), confidence=0.0625, lift=7.203125), OrderedStatistic(items_base=frozenset({'WRAP ENGLISH ROSE '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.25, lift=7.203125)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'WRAP PAISLEY PARK '}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'WRAP PAISLEY PARK '}), confidence=0.0625, lift=14.40625), OrderedStatistic(items_base=frozenset({'WRAP PAISLEY PARK '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.5, lift=14.40625)]),\n",
" RelationRecord(items=frozenset({'WRAP PINK FAIRY CAKES ', ' SPACEBOY BABY GIFT SET'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'WRAP PINK FAIRY CAKES '}), confidence=0.0625, lift=14.40625), OrderedStatistic(items_base=frozenset({'WRAP PINK FAIRY CAKES '}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.5, lift=14.40625)]),\n",
" RelationRecord(items=frozenset({' SPACEBOY BABY GIFT SET', 'WRAP POPPIES DESIGN'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' SPACEBOY BABY GIFT SET'}), items_add=frozenset({'WRAP POPPIES DESIGN'}), confidence=0.0625, lift=9.604166666666668), OrderedStatistic(items_base=frozenset({'WRAP POPPIES DESIGN'}), items_add=frozenset({' SPACEBOY BABY GIFT SET'}), confidence=0.33333333333333337, lift=9.604166666666668)]),\n",
" RelationRecord(items=frozenset({' TRELLIS COAT RACK', 'ASSORTED COLOUR MINI CASES'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' TRELLIS COAT RACK'}), items_add=frozenset({'ASSORTED COLOUR MINI CASES'}), confidence=1.0, lift=17.074074074074073), OrderedStatistic(items_base=frozenset({'ASSORTED COLOUR MINI CASES'}), items_add=frozenset({' TRELLIS COAT RACK'}), confidence=0.037037037037037035, lift=17.074074074074073)]),\n",
" RelationRecord(items=frozenset({' TRELLIS COAT RACK', 'EDWARDIAN PARASOL BLACK'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' TRELLIS COAT RACK'}), items_add=frozenset({'EDWARDIAN PARASOL BLACK'}), confidence=1.0, lift=25.61111111111111), OrderedStatistic(items_base=frozenset({'EDWARDIAN PARASOL BLACK'}), items_add=frozenset({' TRELLIS COAT RACK'}), confidence=0.05555555555555556, lift=25.61111111111111)]),\n",
" RelationRecord(items=frozenset({'EDWARDIAN PARASOL NATURAL', ' TRELLIS COAT RACK'}), support=0.0021691973969631237, ordered_statistics=[OrderedStatistic(items_base=frozenset({' TRELLIS COAT RACK'}), items_add=frozenset({'EDWARDIAN PARASOL NATURAL'}), confidence=1.0, lift=38.41666666666667), OrderedStatistic(items_base=frozenset({'EDWARDIAN PARASOL NATURAL'}), items_add=frozenset({' TRELLIS COAT RACK'}), confidence=0.08333333333333334, lift=38.41666666666667)]),\n",
" ...]"
]
},
"execution_count": 54,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"results"
]
},
{
"cell_type": "code",
"execution_count": 57,
"id": "29644136-b085-487b-ab75-796c4c3e5ce5",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"(101621, 5)\n"
]
}
],
"source": [
"def inspect(results):\n",
" '''\n",
" function to put the result in well organised pandas dataframe\n",
" '''\n",
" lhs = [tuple(result[2][0][0])[0] for result in results]\n",
" rhs = [tuple(result[2][0][1])[0] for result in results]\n",
" supports = [result[1] for result in results]\n",
" confidences = [result[2][0][2] for result in results]\n",
" lifts = [result[2][0][3] for result in results]\n",
" return list(zip(lhs, rhs, supports, confidences, lifts))\n",
"\n",
"resultsinDataFrame = pd.DataFrame(inspect(results), columns = ['Item #1', 'Item #2', 'Support', 'Confidence', 'Lift'])\n",
"resultsinDataFrame.head()\n",
"print(resultsinDataFrame.shape)"
]
},
{
"cell_type": "code",
"execution_count": 61,
"id": "d6dd4e8d-fe99-492b-ba9d-2840ecac88d3",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>Item #1</th>\n",
" <th>Item #2</th>\n",
" <th>Support</th>\n",
" <th>Confidence</th>\n",
" <th>Lift</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>9</th>\n",
" <td>50'S CHRISTMAS GIFT BAG LARGE</td>\n",
" <td>GIFT BAG PSYCHEDELIC APPLES</td>\n",
" <td>0.002169</td>\n",
" <td>1.0</td>\n",
" <td>461.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>388</th>\n",
" <td>NINE DRAWER OFFICE TIDY</td>\n",
" <td>ASSTD RASTA KEY-CHAINS</td>\n",
" <td>0.002169</td>\n",
" <td>1.0</td>\n",
" <td>461.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>395</th>\n",
" <td>NINE DRAWER OFFICE TIDY</td>\n",
" <td>BROCANTE SHELF WITH HOOKS</td>\n",
" <td>0.002169</td>\n",
" <td>1.0</td>\n",
" <td>461.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>396</th>\n",
" <td>NINE DRAWER OFFICE TIDY</td>\n",
" <td>BULL DOG BOTTLE TOP WALL CLOCK</td>\n",
" <td>0.002169</td>\n",
" <td>1.0</td>\n",
" <td>461.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>398</th>\n",
" <td>NINE DRAWER OFFICE TIDY</td>\n",
" <td>CARD HOLDER LOVE BIRD SMALL</td>\n",
" <td>0.002169</td>\n",
" <td>1.0</td>\n",
" <td>461.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>...</th>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2598</th>\n",
" <td>16 PIECE CUTLERY SET PANTRY DESIGN</td>\n",
" <td>MAGIC DRAWING SLATE LEAP FROG</td>\n",
" <td>0.002169</td>\n",
" <td>1.0</td>\n",
" <td>461.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2608</th>\n",
" <td>16 PIECE CUTLERY SET PANTRY DESIGN</td>\n",
" <td>MILK PAN BLUE POLKADOT</td>\n",
" <td>0.002169</td>\n",
" <td>1.0</td>\n",
" <td>461.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2610</th>\n",
" <td>16 PIECE CUTLERY SET PANTRY DESIGN</td>\n",
" <td>MONEY BOX CONFECTIONERY DESIGN</td>\n",
" <td>0.002169</td>\n",
" <td>1.0</td>\n",
" <td>461.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2611</th>\n",
" <td>16 PIECE CUTLERY SET PANTRY DESIGN</td>\n",
" <td>MORE BUTTER METAL SIGN</td>\n",
" <td>0.002169</td>\n",
" <td>1.0</td>\n",
" <td>461.0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2615</th>\n",
" <td>16 PIECE CUTLERY SET PANTRY DESIGN</td>\n",
" <td>ORIGAMI JASMINE INCENSE/CANDLE SET</td>\n",
" <td>0.002169</td>\n",
" <td>1.0</td>\n",
" <td>461.0</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>100 rows × 5 columns</p>\n",
"</div>"
],
"text/plain": [
" Item #1 Item #2 \\\n",
"9 50'S CHRISTMAS GIFT BAG LARGE GIFT BAG PSYCHEDELIC APPLES \n",
"388 NINE DRAWER OFFICE TIDY ASSTD RASTA KEY-CHAINS \n",
"395 NINE DRAWER OFFICE TIDY BROCANTE SHELF WITH HOOKS \n",
"396 NINE DRAWER OFFICE TIDY BULL DOG BOTTLE TOP WALL CLOCK \n",
"398 NINE DRAWER OFFICE TIDY CARD HOLDER LOVE BIRD SMALL \n",
"... ... ... \n",
"2598 16 PIECE CUTLERY SET PANTRY DESIGN MAGIC DRAWING SLATE LEAP FROG \n",
"2608 16 PIECE CUTLERY SET PANTRY DESIGN MILK PAN BLUE POLKADOT \n",
"2610 16 PIECE CUTLERY SET PANTRY DESIGN MONEY BOX CONFECTIONERY DESIGN \n",
"2611 16 PIECE CUTLERY SET PANTRY DESIGN MORE BUTTER METAL SIGN \n",
"2615 16 PIECE CUTLERY SET PANTRY DESIGN ORIGAMI JASMINE INCENSE/CANDLE SET \n",
"\n",
" Support Confidence Lift \n",
"9 0.002169 1.0 461.0 \n",
"388 0.002169 1.0 461.0 \n",
"395 0.002169 1.0 461.0 \n",
"396 0.002169 1.0 461.0 \n",
"398 0.002169 1.0 461.0 \n",
"... ... ... ... \n",
"2598 0.002169 1.0 461.0 \n",
"2608 0.002169 1.0 461.0 \n",
"2610 0.002169 1.0 461.0 \n",
"2611 0.002169 1.0 461.0 \n",
"2615 0.002169 1.0 461.0 \n",
"\n",
"[100 rows x 5 columns]"
]
},
"execution_count": 61,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"resultsinDataFrame.nlargest(n=100, columns='Lift')"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "881b48ea-ea43-47cb-ac59-5fe905c449a1",
"metadata": {},
"outputs": [],
"source": []
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.10.6"
}
},
"nbformat": 4,
"nbformat_minor": 5
}
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