generatePreds.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Notebook for generating predictions from a model"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "%load_ext autoreload\n",
    "%autoreload 2"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Config"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "model_path = \"./good_models/pegasus-large-submission-30/\"\n",
    "model_class = 'google/pegasus-large'"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Load resources"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "from transformers import BartForConditionalGeneration, PegasusForConditionalGeneration\n",
    "\n",
    "#model = BartForConditionalGeneration.from_pretrained(model_path)\n",
    "model = PegasusForConditionalGeneration.from_pretrained(model_path)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "PegasusForConditionalGeneration(\n",
       "  (model): BartModel(\n",
       "    (shared): Embedding(96103, 1024, padding_idx=0)\n",
       "    (encoder): BartEncoder(\n",
       "      (embed_tokens): Embedding(96103, 1024, padding_idx=0)\n",
       "      (embed_positions): BartSinusoidalPositionalEmbedding(1024, 1024)\n",
       "      (layers): ModuleList(\n",
       "        (0): BartEncoderLayer(\n",
       "          (self_attn): BartAttention(\n",
       "            (k_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (v_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (q_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (out_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "          )\n",
       "          (self_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "          (fc1): Linear(in_features=1024, out_features=4096, bias=True)\n",
       "          (fc2): Linear(in_features=4096, out_features=1024, bias=True)\n",
       "          (final_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "        )\n",
       "        (1): BartEncoderLayer(\n",
       "          (self_attn): BartAttention(\n",
       "            (k_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (v_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (q_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (out_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "          )\n",
       "          (self_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "          (fc1): Linear(in_features=1024, out_features=4096, bias=True)\n",
       "          (fc2): Linear(in_features=4096, out_features=1024, bias=True)\n",
       "          (final_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "        )\n",
       "        (2): BartEncoderLayer(\n",
       "          (self_attn): BartAttention(\n",
       "            (k_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (v_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (q_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (out_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "          )\n",
       "          (self_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "          (fc1): Linear(in_features=1024, out_features=4096, bias=True)\n",
       "          (fc2): Linear(in_features=4096, out_features=1024, bias=True)\n",
       "          (final_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "        )\n",
       "        (3): BartEncoderLayer(\n",
       "          (self_attn): BartAttention(\n",
       "            (k_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (v_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (q_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (out_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "          )\n",
       "          (self_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "          (fc1): Linear(in_features=1024, out_features=4096, bias=True)\n",
       "          (fc2): Linear(in_features=4096, out_features=1024, bias=True)\n",
       "          (final_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "        )\n",
       "        (4): BartEncoderLayer(\n",
       "          (self_attn): BartAttention(\n",
       "            (k_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (v_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (q_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (out_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "          )\n",
       "          (self_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "          (fc1): Linear(in_features=1024, out_features=4096, bias=True)\n",
       "          (fc2): Linear(in_features=4096, out_features=1024, bias=True)\n",
       "          (final_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "        )\n",
       "        (5): BartEncoderLayer(\n",
       "          (self_attn): BartAttention(\n",
       "            (k_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (v_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (q_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (out_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "          )\n",
       "          (self_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "          (fc1): Linear(in_features=1024, out_features=4096, bias=True)\n",
       "          (fc2): Linear(in_features=4096, out_features=1024, bias=True)\n",
       "          (final_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "        )\n",
       "        (6): BartEncoderLayer(\n",
       "          (self_attn): BartAttention(\n",
       "            (k_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (v_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (q_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (out_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "          )\n",
       "          (self_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "          (fc1): Linear(in_features=1024, out_features=4096, bias=True)\n",
       "          (fc2): Linear(in_features=4096, out_features=1024, bias=True)\n",
       "          (final_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "        )\n",
       "        (7): BartEncoderLayer(\n",
       "          (self_attn): BartAttention(\n",
       "            (k_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (v_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (q_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (out_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "          )\n",
       "          (self_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "          (fc1): Linear(in_features=1024, out_features=4096, bias=True)\n",
       "          (fc2): Linear(in_features=4096, out_features=1024, bias=True)\n",
       "          (final_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "        )\n",
       "        (8): BartEncoderLayer(\n",
       "          (self_attn): BartAttention(\n",
       "            (k_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (v_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (q_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (out_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "          )\n",
       "          (self_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "          (fc1): Linear(in_features=1024, out_features=4096, bias=True)\n",
       "          (fc2): Linear(in_features=4096, out_features=1024, bias=True)\n",
       "          (final_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "        )\n",
       "        (9): BartEncoderLayer(\n",
       "          (self_attn): BartAttention(\n",
       "            (k_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (v_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (q_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (out_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "          )\n",
       "          (self_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "          (fc1): Linear(in_features=1024, out_features=4096, bias=True)\n",
       "          (fc2): Linear(in_features=4096, out_features=1024, bias=True)\n",
       "          (final_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "        )\n",
       "        (10): BartEncoderLayer(\n",
       "          (self_attn): BartAttention(\n",
       "            (k_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (v_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (q_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (out_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "          )\n",
       "          (self_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "          (fc1): Linear(in_features=1024, out_features=4096, bias=True)\n",
       "          (fc2): Linear(in_features=4096, out_features=1024, bias=True)\n",
       "          (final_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "        )\n",
       "        (11): BartEncoderLayer(\n",
       "          (self_attn): BartAttention(\n",
       "            (k_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (v_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (q_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (out_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "          )\n",
       "          (self_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "          (fc1): Linear(in_features=1024, out_features=4096, bias=True)\n",
       "          (fc2): Linear(in_features=4096, out_features=1024, bias=True)\n",
       "          (final_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "        )\n",
       "        (12): BartEncoderLayer(\n",
       "          (self_attn): BartAttention(\n",
       "            (k_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (v_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (q_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (out_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "          )\n",
       "          (self_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "          (fc1): Linear(in_features=1024, out_features=4096, bias=True)\n",
       "          (fc2): Linear(in_features=4096, out_features=1024, bias=True)\n",
       "          (final_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "        )\n",
       "        (13): BartEncoderLayer(\n",
       "          (self_attn): BartAttention(\n",
       "            (k_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (v_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (q_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (out_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "          )\n",
       "          (self_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "          (fc1): Linear(in_features=1024, out_features=4096, bias=True)\n",
       "          (fc2): Linear(in_features=4096, out_features=1024, bias=True)\n",
       "          (final_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "        )\n",
       "        (14): BartEncoderLayer(\n",
       "          (self_attn): BartAttention(\n",
       "            (k_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (v_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (q_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (out_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "          )\n",
       "          (self_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "          (fc1): Linear(in_features=1024, out_features=4096, bias=True)\n",
       "          (fc2): Linear(in_features=4096, out_features=1024, bias=True)\n",
       "          (final_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "        )\n",
       "        (15): BartEncoderLayer(\n",
       "          (self_attn): BartAttention(\n",
       "            (k_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (v_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (q_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (out_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "          )\n",
       "          (self_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "          (fc1): Linear(in_features=1024, out_features=4096, bias=True)\n",
       "          (fc2): Linear(in_features=4096, out_features=1024, bias=True)\n",
       "          (final_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "        )\n",
       "      )\n",
       "      (layernorm_embedding): Identity()\n",
       "      (layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "    )\n",
       "    (decoder): BartDecoder(\n",
       "      (embed_tokens): Embedding(96103, 1024, padding_idx=0)\n",
       "      (embed_positions): BartSinusoidalPositionalEmbedding(1024, 1024)\n",
       "      (layers): ModuleList(\n",
       "        (0): BartDecoderLayer(\n",
       "          (self_attn): BartAttention(\n",
       "            (k_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (v_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (q_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (out_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "          )\n",
       "          (self_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "          (encoder_attn): BartAttention(\n",
       "            (k_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (v_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (q_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (out_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "          )\n",
       "          (encoder_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "          (fc1): Linear(in_features=1024, out_features=4096, bias=True)\n",
       "          (fc2): Linear(in_features=4096, out_features=1024, bias=True)\n",
       "          (final_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "        )\n",
       "        (1): BartDecoderLayer(\n",
       "          (self_attn): BartAttention(\n",
       "            (k_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (v_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (q_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (out_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "          )\n",
       "          (self_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "          (encoder_attn): BartAttention(\n",
       "            (k_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (v_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (q_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (out_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "          )\n",
       "          (encoder_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "          (fc1): Linear(in_features=1024, out_features=4096, bias=True)\n",
       "          (fc2): Linear(in_features=4096, out_features=1024, bias=True)\n",
       "          (final_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "        )\n",
       "        (2): BartDecoderLayer(\n",
       "          (self_attn): BartAttention(\n",
       "            (k_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (v_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (q_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (out_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "          )\n",
       "          (self_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "          (encoder_attn): BartAttention(\n",
       "            (k_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (v_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (q_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (out_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "          )\n",
       "          (encoder_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "          (fc1): Linear(in_features=1024, out_features=4096, bias=True)\n",
       "          (fc2): Linear(in_features=4096, out_features=1024, bias=True)\n",
       "          (final_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "        )\n",
       "        (3): BartDecoderLayer(\n",
       "          (self_attn): BartAttention(\n",
       "            (k_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (v_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (q_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (out_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "          )\n",
       "          (self_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "          (encoder_attn): BartAttention(\n",
       "            (k_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (v_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (q_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (out_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "          )\n",
       "          (encoder_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "          (fc1): Linear(in_features=1024, out_features=4096, bias=True)\n",
       "          (fc2): Linear(in_features=4096, out_features=1024, bias=True)\n",
       "          (final_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "        )\n",
       "        (4): BartDecoderLayer(\n",
       "          (self_attn): BartAttention(\n",
       "            (k_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (v_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (q_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (out_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "          )\n",
       "          (self_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "          (encoder_attn): BartAttention(\n",
       "            (k_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (v_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (q_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (out_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "          )\n",
       "          (encoder_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "          (fc1): Linear(in_features=1024, out_features=4096, bias=True)\n",
       "          (fc2): Linear(in_features=4096, out_features=1024, bias=True)\n",
       "          (final_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "        )\n",
       "        (5): BartDecoderLayer(\n",
       "          (self_attn): BartAttention(\n",
       "            (k_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (v_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (q_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (out_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "          )\n",
       "          (self_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "          (encoder_attn): BartAttention(\n",
       "            (k_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (v_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (q_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (out_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "          )\n",
       "          (encoder_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "          (fc1): Linear(in_features=1024, out_features=4096, bias=True)\n",
       "          (fc2): Linear(in_features=4096, out_features=1024, bias=True)\n",
       "          (final_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "        )\n",
       "        (6): BartDecoderLayer(\n",
       "          (self_attn): BartAttention(\n",
       "            (k_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (v_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (q_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (out_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "          )\n",
       "          (self_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "          (encoder_attn): BartAttention(\n",
       "            (k_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (v_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (q_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (out_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "          )\n",
       "          (encoder_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "          (fc1): Linear(in_features=1024, out_features=4096, bias=True)\n",
       "          (fc2): Linear(in_features=4096, out_features=1024, bias=True)\n",
       "          (final_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "        )\n",
       "        (7): BartDecoderLayer(\n",
       "          (self_attn): BartAttention(\n",
       "            (k_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (v_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (q_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (out_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "          )\n",
       "          (self_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "          (encoder_attn): BartAttention(\n",
       "            (k_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (v_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (q_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (out_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "          )\n",
       "          (encoder_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "          (fc1): Linear(in_features=1024, out_features=4096, bias=True)\n",
       "          (fc2): Linear(in_features=4096, out_features=1024, bias=True)\n",
       "          (final_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "        )\n",
       "        (8): BartDecoderLayer(\n",
       "          (self_attn): BartAttention(\n",
       "            (k_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (v_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (q_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (out_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "          )\n",
       "          (self_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "          (encoder_attn): BartAttention(\n",
       "            (k_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (v_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (q_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (out_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "          )\n",
       "          (encoder_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "          (fc1): Linear(in_features=1024, out_features=4096, bias=True)\n",
       "          (fc2): Linear(in_features=4096, out_features=1024, bias=True)\n",
       "          (final_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "        )\n",
       "        (9): BartDecoderLayer(\n",
       "          (self_attn): BartAttention(\n",
       "            (k_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (v_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (q_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (out_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "          )\n",
       "          (self_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "          (encoder_attn): BartAttention(\n",
       "            (k_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (v_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (q_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (out_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "          )\n",
       "          (encoder_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "          (fc1): Linear(in_features=1024, out_features=4096, bias=True)\n",
       "          (fc2): Linear(in_features=4096, out_features=1024, bias=True)\n",
       "          (final_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "        )\n",
       "        (10): BartDecoderLayer(\n",
       "          (self_attn): BartAttention(\n",
       "            (k_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (v_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (q_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (out_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "          )\n",
       "          (self_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "          (encoder_attn): BartAttention(\n",
       "            (k_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (v_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (q_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (out_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "          )\n",
       "          (encoder_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "          (fc1): Linear(in_features=1024, out_features=4096, bias=True)\n",
       "          (fc2): Linear(in_features=4096, out_features=1024, bias=True)\n",
       "          (final_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "        )\n",
       "        (11): BartDecoderLayer(\n",
       "          (self_attn): BartAttention(\n",
       "            (k_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (v_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (q_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (out_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "          )\n",
       "          (self_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "          (encoder_attn): BartAttention(\n",
       "            (k_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (v_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (q_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (out_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "          )\n",
       "          (encoder_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "          (fc1): Linear(in_features=1024, out_features=4096, bias=True)\n",
       "          (fc2): Linear(in_features=4096, out_features=1024, bias=True)\n",
       "          (final_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "        )\n",
       "        (12): BartDecoderLayer(\n",
       "          (self_attn): BartAttention(\n",
       "            (k_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (v_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (q_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (out_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "          )\n",
       "          (self_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "          (encoder_attn): BartAttention(\n",
       "            (k_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (v_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (q_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (out_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "          )\n",
       "          (encoder_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "          (fc1): Linear(in_features=1024, out_features=4096, bias=True)\n",
       "          (fc2): Linear(in_features=4096, out_features=1024, bias=True)\n",
       "          (final_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "        )\n",
       "        (13): BartDecoderLayer(\n",
       "          (self_attn): BartAttention(\n",
       "            (k_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (v_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (q_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (out_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "          )\n",
       "          (self_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "          (encoder_attn): BartAttention(\n",
       "            (k_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (v_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (q_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (out_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "          )\n",
       "          (encoder_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "          (fc1): Linear(in_features=1024, out_features=4096, bias=True)\n",
       "          (fc2): Linear(in_features=4096, out_features=1024, bias=True)\n",
       "          (final_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "        )\n",
       "        (14): BartDecoderLayer(\n",
       "          (self_attn): BartAttention(\n",
       "            (k_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (v_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (q_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (out_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "          )\n",
       "          (self_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "          (encoder_attn): BartAttention(\n",
       "            (k_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (v_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (q_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (out_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "          )\n",
       "          (encoder_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "          (fc1): Linear(in_features=1024, out_features=4096, bias=True)\n",
       "          (fc2): Linear(in_features=4096, out_features=1024, bias=True)\n",
       "          (final_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "        )\n",
       "        (15): BartDecoderLayer(\n",
       "          (self_attn): BartAttention(\n",
       "            (k_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (v_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (q_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (out_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "          )\n",
       "          (self_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "          (encoder_attn): BartAttention(\n",
       "            (k_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (v_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (q_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "            (out_proj): Linear(in_features=1024, out_features=1024, bias=True)\n",
       "          )\n",
       "          (encoder_attn_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "          (fc1): Linear(in_features=1024, out_features=4096, bias=True)\n",
       "          (fc2): Linear(in_features=4096, out_features=1024, bias=True)\n",
       "          (final_layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "        )\n",
       "      )\n",
       "      (layernorm_embedding): Identity()\n",
       "      (layer_norm): LayerNorm((1024,), eps=1e-05, elementwise_affine=True)\n",
       "    )\n",
       "  )\n",
       "  (lm_head): Linear(in_features=1024, out_features=96103, bias=False)\n",
       ")"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import torch\n",
    "\n",
    "device = torch.device(\"cuda\" if torch.cuda.is_available() else \"cpu\")\n",
    "model.to(device)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "from transformers import AutoTokenizer\n",
    "\n",
    "tokenizer = AutoTokenizer.from_pretrained(model_class)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "from model import SpainAICollator\n",
    "\n",
    "collator = SpainAICollator(tokenizer, model)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "from data import load_data\n",
    "\n",
    "train, val, test = load_data()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Generate predictions for test data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "from model import generate_names\n",
    "from postprocessing import save_submission"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "names = generate_names(model, tokenizer, collator, test[\"description\"], batchsize=4)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[['knit dress with lace',\n",
       "  'lace dress',\n",
       "  'knit dress',\n",
       "  'lace dress trf',\n",
       "  'knit dress trf',\n",
       "  'printed dress trf',\n",
       "  'lace knit dress',\n",
       "  'limited edition knit dress',\n",
       "  'contrast knit dress',\n",
       "  'ribbed dress trf'],\n",
       " ['printed dress',\n",
       "  'printed dress trf',\n",
       "  'pleated dress trf',\n",
       "  'pleated dress',\n",
       "  'floral print dress',\n",
       "  'loose-fitting dress',\n",
       "  'polka dot print dress',\n",
       "  'poplin dress',\n",
       "  'flowing dress trf',\n",
       "  'satin dress trf'],\n",
       " ['nautical cap',\n",
       "  'nautical cap with peak',\n",
       "  'peak nautical cap',\n",
       "  'nautical cap trf',\n",
       "  'limited edition nautical cap',\n",
       "  'cap with peak',\n",
       "  'nautical cap with bow',\n",
       "  'marine cap with peak',\n",
       "  'printed nautical cap',\n",
       "  'striped nautical cap'],\n",
       " ['nautical cap',\n",
       "  'nautical cap trf',\n",
       "  'nautical cap with peak',\n",
       "  'limited edition nautical cap',\n",
       "  'nautical cap with bow',\n",
       "  'printed nautical cap',\n",
       "  'nautical cap with strap',\n",
       "  'embroidered nautical cap',\n",
       "  'striped nautical cap',\n",
       "  'sporty nautical cap'],\n",
       " ['nautical cap',\n",
       "  'nautical cap with buttons',\n",
       "  'nautical cap with button',\n",
       "  'nautical cap trf',\n",
       "  'limited edition nautical cap',\n",
       "  'printed nautical cap',\n",
       "  'striped nautical cap',\n",
       "  'embroidered nautical cap',\n",
       "  'button nautical cap',\n",
       "  'buttoned nautical cap'],\n",
       " ['t-shirt with front print',\n",
       "  'printed t-shirt',\n",
       "  't-shirt with print',\n",
       "  'animal print t-shirt',\n",
       "  't-shirt with text',\n",
       "  'zara t-shirt',\n",
       "  'colour block t-shirt',\n",
       "  'mickey mouse t-shirt',\n",
       "  'striped t-shirt',\n",
       "  'faded print t-shirt'],\n",
       " ['coat with faux suede',\n",
       "  'faux suede coat',\n",
       "  'textured coat',\n",
       "  'houndstooth coat',\n",
       "  'double-faced coat',\n",
       "  'coat with faux shearling',\n",
       "  'check coat',\n",
       "  'coat with contrast collar',\n",
       "  'textured coat trf',\n",
       "  'textured faux suede coat'],\n",
       " ['ripped t-shirt',\n",
       "  'ripped t-shirt trf',\n",
       "  't-shirt with rips',\n",
       "  'ribbed t-shirt',\n",
       "  'ribbed t-shirt trf',\n",
       "  't-shirt with ripped sleeves',\n",
       "  'striped t-shirt trf',\n",
       "  't-shirt with ripped detail',\n",
       "  't-shirt trf',\n",
       "  'striped t-shirt'],\n",
       " ['printed top trf',\n",
       "  'fitted top trf',\n",
       "  'fitted top',\n",
       "  'knit top trf',\n",
       "  'ribbed top trf',\n",
       "  'polyamide top trf',\n",
       "  'textured top trf',\n",
       "  'knit top',\n",
       "  'cropped top trf',\n",
       "  'wide-leg top'],\n",
       " ['printed top trf',\n",
       "  'fitted top trf',\n",
       "  'fitted top',\n",
       "  'knit top trf',\n",
       "  'ribbed top trf',\n",
       "  'polyamide top trf',\n",
       "  'textured top trf',\n",
       "  'knit top',\n",
       "  'cropped top trf',\n",
       "  'wide-leg top'],\n",
       " ['printed top trf',\n",
       "  'fitted top trf',\n",
       "  'fitted top',\n",
       "  'knit top trf',\n",
       "  'ribbed top trf',\n",
       "  'polyamide top trf',\n",
       "  'textured top trf',\n",
       "  'knit top',\n",
       "  'cropped top trf',\n",
       "  'wide-leg top'],\n",
       " ['printed top trf',\n",
       "  'knit top',\n",
       "  'fitted top trf',\n",
       "  'knit top trf',\n",
       "  'printed top',\n",
       "  'fitted top',\n",
       "  'ribbed top trf',\n",
       "  'cropped top trf',\n",
       "  'textured top trf',\n",
       "  'top trf'],\n",
       " ['knit top trf',\n",
       "  'printed top trf',\n",
       "  'textured top trf',\n",
       "  'fitted top trf',\n",
       "  'knit top',\n",
       "  'fitted vest top',\n",
       "  'cropped top trf',\n",
       "  'ribbed top trf',\n",
       "  'textured top',\n",
       "  'printed vest top'],\n",
       " ['printed top trf',\n",
       "  'knit top',\n",
       "  'fitted top trf',\n",
       "  'knit top trf',\n",
       "  'printed top',\n",
       "  'fitted top',\n",
       "  'ribbed top trf',\n",
       "  'cropped top trf',\n",
       "  'textured top trf',\n",
       "  'top trf'],\n",
       " ['fitted top trf',\n",
       "  'printed top trf',\n",
       "  'fitted top',\n",
       "  'ribbed top trf',\n",
       "  'knit top trf',\n",
       "  'cropped top trf',\n",
       "  'textured top trf',\n",
       "  'top with wide straps',\n",
       "  'stretch top trf',\n",
       "  'knit top'],\n",
       " ['printed dress',\n",
       "  'printed dress trf',\n",
       "  'poplin dress',\n",
       "  'asymmetric dress trf',\n",
       "  'asymmetric poplin dress',\n",
       "  'asymmetric dress',\n",
       "  'floral print dress',\n",
       "  'ruffled dress trf',\n",
       "  'ruffled dress',\n",
       "  'asymmetric printed dress'],\n",
       " ['striped knit sweater',\n",
       "  'striped sweater',\n",
       "  'striped sweater trf',\n",
       "  'contrast knit sweater',\n",
       "  'contrast sweater trf',\n",
       "  'contrast sweater',\n",
       "  'contrast striped sweater',\n",
       "  'knit sweater',\n",
       "  'sweater with side stripes',\n",
       "  'sweater with contrast stripes'],\n",
       " ['bucket hat',\n",
       "  'bucket hat with band',\n",
       "  'bucket hat trf',\n",
       "  'bucket hat with bands',\n",
       "  'limited edition bucket hat',\n",
       "  'hat with band',\n",
       "  'knit bucket hat',\n",
       "  'hat with band detail',\n",
       "  'striped bucket hat',\n",
       "  'band bucket hat'],\n",
       " ['fine knit sweater',\n",
       "  'textured sweater',\n",
       "  'textured knit sweater',\n",
       "  'loose-fitting sweater',\n",
       "  'cable-knit sweater',\n",
       "  'textured sweater trf',\n",
       "  'knit sweater',\n",
       "  'contrast knit sweater',\n",
       "  'striped knit sweater',\n",
       "  'knit sweater trf'],\n",
       " ['knit sweater',\n",
       "  'textured sweater',\n",
       "  'loose-fitting sweater',\n",
       "  'textured knit sweater',\n",
       "  'knit sweater trf',\n",
       "  'cable-knit sweater',\n",
       "  'textured sweater trf',\n",
       "  'basic knit sweater',\n",
       "  'striped knit sweater',\n",
       "  'long knit sweater'],\n",
       " ['knit turtleneck sweater',\n",
       "  'textured knit sweater',\n",
       "  'cable-knit sweater',\n",
       "  'knit sweater',\n",
       "  'textured knit turtleneck sweater',\n",
       "  'loose-fitting sweater',\n",
       "  'basic knit sweater',\n",
       "  'long knit sweater',\n",
       "  'knit sweater trf',\n",
       "  'textured turtleneck sweater'],\n",
       " ['high neck sweater',\n",
       "  'high neck knit sweater',\n",
       "  'knit sweater',\n",
       "  'textured sweater',\n",
       "  'cable-knit sweater',\n",
       "  'loose-fitting sweater',\n",
       "  'knit sweater trf',\n",
       "  'textured knit sweater',\n",
       "  'textured sweater trf',\n",
       "  'oversized sweater trf'],\n",
       " ['faux fur bomber jacket',\n",
       "  'contrast faux fur jacket',\n",
       "  'contrast faux shearling jacket',\n",
       "  'faux shearling jacket',\n",
       "  'quilted jacket',\n",
       "  'faux shearling bomber jacket',\n",
       "  'faux fur jacket',\n",
       "  'faux fur puffer jacket',\n",
       "  'quilted jacket trf',\n",
       "  'contrast bomber jacket'],\n",
       " ['straight cut coat',\n",
       "  'straight coat',\n",
       "  'houndstooth coat',\n",
       "  'textured coat',\n",
       "  'coat with pockets',\n",
       "  'faux fur coat',\n",
       "  'faux shearling coat',\n",
       "  'check coat',\n",
       "  'high collar coat',\n",
       "  'combined coat'],\n",
       " ['faux shearling coat',\n",
       "  'faux fur coat',\n",
       "  'double-faced coat',\n",
       "  'coat with matching collar',\n",
       "  'coat with contrast collar',\n",
       "  'houndstooth coat',\n",
       "  'textured coat',\n",
       "  'high collar coat',\n",
       "  'coat with high collar',\n",
       "  'coat with removable collar'],\n",
       " ['straight cut coat',\n",
       "  'straight coat',\n",
       "  'houndstooth coat',\n",
       "  'textured coat',\n",
       "  'coat with pockets',\n",
       "  'faux shearling coat',\n",
       "  'faux fur coat',\n",
       "  'check coat',\n",
       "  'high collar coat',\n",
       "  'combined coat'],\n",
       " ['straight fit coat',\n",
       "  'textured coat',\n",
       "  'double-faced coat',\n",
       "  'coat with raised collar',\n",
       "  'houndstooth coat',\n",
       "  'faux shearling coat',\n",
       "  'check coat',\n",
       "  'raised lapel collar coat',\n",
       "  'textured coat trf',\n",
       "  'faux fur coat'],\n",
       " ['ribbed t-shirt',\n",
       "  't-shirt with piping',\n",
       "  'ribbed t-shirt with piping',\n",
       "  'ribbed t-shirt trf',\n",
       "  'textured t-shirt',\n",
       "  'plain t-shirt',\n",
       "  'plain t-shirt with piping',\n",
       "  'straight fit t-shirt',\n",
       "  'plain t-shirt trf',\n",
       "  'textured t-shirt with piping'],\n",
       " ['straight fit t-shirt',\n",
       "  'ribbed t-shirt',\n",
       "  'ribbed t-shirt trf',\n",
       "  'textured t-shirt',\n",
       "  'plain t-shirt',\n",
       "  'short sleeve t-shirt',\n",
       "  'v-neck t-shirt',\n",
       "  'striped t-shirt',\n",
       "  'basic t-shirt',\n",
       "  'basic t-shirt trf'],\n",
       " ['t-shirt with text',\n",
       "  't-shirt with print',\n",
       "  'animal print t-shirt',\n",
       "  'printed t-shirt',\n",
       "  'colour block t-shirt',\n",
       "  'striped t-shirt',\n",
       "  't-shirt with contrast print',\n",
       "  't-shirt with slogan',\n",
       "  'colour block print t-shirt',\n",
       "  'printed t-shirt trf'],\n",
       " ['ribbed t-shirt',\n",
       "  'textured t-shirt',\n",
       "  'plain t-shirt',\n",
       "  'long sleeve t-shirt',\n",
       "  'striped t-shirt',\n",
       "  't-shirt with slogan',\n",
       "  'basic t-shirt',\n",
       "  't-shirt',\n",
       "  't-shirt trf',\n",
       "  'printed t-shirt'],\n",
       " ['ribbed beanie',\n",
       "  'ribbed beanie with slogan',\n",
       "  'ribbed hat with slogan',\n",
       "  'ribbed beanie trf',\n",
       "  'ribbed beanie with label',\n",
       "  'slogan ribbed beanie',\n",
       "  'ribbed slogan beanie',\n",
       "  'ribbed hat',\n",
       "  'beanie with slogan',\n",
       "  'limited edition ribbed beanie'],\n",
       " ['knit sweater',\n",
       "  'cable-knit sweater',\n",
       "  'knit sweater trf',\n",
       "  'textured sweater',\n",
       "  'textured knit sweater',\n",
       "  'knit sweater with vents',\n",
       "  'contrast knit sweater',\n",
       "  'textured sweater trf',\n",
       "  'striped knit sweater',\n",
       "  'ribbed sweater trf'],\n",
       " ['knit sweater',\n",
       "  'cable-knit sweater',\n",
       "  'knit sweater trf',\n",
       "  'textured sweater',\n",
       "  'textured knit sweater',\n",
       "  'knit sweater with vents',\n",
       "  'contrast knit sweater',\n",
       "  'textured sweater trf',\n",
       "  'striped knit sweater',\n",
       "  'ribbed sweater trf'],\n",
       " ['belt with golden buckle',\n",
       "  'golden buckle belt',\n",
       "  'stretch belt',\n",
       "  'stretch belt with buckle',\n",
       "  'golden buckle stretch belt',\n",
       "  'gold buckle belt',\n",
       "  'buckle belt',\n",
       "  'belt with buckle',\n",
       "  'limited edition stretch belt',\n",
       "  'metallic buckle belt'],\n",
       " ['wide belt',\n",
       "  'wide belt with chain',\n",
       "  'double buckle belt',\n",
       "  'wide belt trf',\n",
       "  'chain belt',\n",
       "  'belt with chain',\n",
       "  'wide belt with chains',\n",
       "  'belt with double buckle',\n",
       "  'limited edition wide belt',\n",
       "  'double buckle wide belt'],\n",
       " ['jogging trousers',\n",
       "  'trousers with slogan print',\n",
       "  'trousers with slogan',\n",
       "  'jogging trousers with slogan',\n",
       "  'sporty trousers',\n",
       "  'slogan trousers',\n",
       "  'slogan jogger trousers',\n",
       "  'slogan jogger waist trousers',\n",
       "  'ribbed trousers with slogan',\n",
       "  'slogan print trousers'],\n",
       " ['slogan trousers',\n",
       "  'jogging trousers',\n",
       "  'sporty trousers',\n",
       "  'trousers with slogan',\n",
       "  'slogan jogger trousers',\n",
       "  'jogger waist trousers',\n",
       "  'printed trousers',\n",
       "  'slogan jogging trousers',\n",
       "  'plush trousers',\n",
       "  'slogan print trousers'],\n",
       " ['ribbed t-shirt',\n",
       "  'textured t-shirt',\n",
       "  'plain t-shirt',\n",
       "  'plain t-shirt trf',\n",
       "  'printed t-shirt',\n",
       "  'striped t-shirt',\n",
       "  'basic t-shirt',\n",
       "  'ribbed t-shirt trf',\n",
       "  'short sleeve t-shirt',\n",
       "  't-shirt with slogan'],\n",
       " ['faux leather trousers',\n",
       "  'wide-leg trousers',\n",
       "  'cargo trousers trf',\n",
       "  'cropped trousers trf',\n",
       "  'trousers with side pockets',\n",
       "  'loose-fitting trousers',\n",
       "  'textured trousers trf',\n",
       "  'flared trousers trf',\n",
       "  'slouchy trousers trf',\n",
       "  'textured trousers'],\n",
       " ['printed dress trf',\n",
       "  'pleated dress trf',\n",
       "  'printed dress',\n",
       "  'flowing dress trf',\n",
       "  'voluminous dress trf',\n",
       "  'midi dress trf',\n",
       "  'satin dress trf',\n",
       "  'mini dress trf',\n",
       "  'cropped dress trf',\n",
       "  'knit dress trf'],\n",
       " ['loose-fitting jumpsuit',\n",
       "  'jumpsuit with gathered detail',\n",
       "  'jumpsuit with contrast belt',\n",
       "  'jumpsuit with belt',\n",
       "  'gathered jumpsuit',\n",
       "  'printed jumpsuit trf',\n",
       "  'gathered jumpsuit trf',\n",
       "  'printed jumpsuit',\n",
       "  'belted jumpsuit trf',\n",
       "  'belted jumpsuit'],\n",
       " ['pack of fujifilm instax mini 9 camera',\n",
       "  'fujifilm instax mini 9 camera',\n",
       "  'fujifilm mini 9 camera (pack of 3)',\n",
       "  '3-pack of fujifilm instax mini 9 camera',\n",
       "  'instax mini 9 camera (pack of 3)',\n",
       "  'fujifilm instax mini 9 camera pack',\n",
       "  'fujifilm instax mini camera (pack of 3)',\n",
       "  '3-pack of fujifilm instax mini 9 cameras',\n",
       "  'fujifilm instax mini 9 camera (3x10)',\n",
       "  'pack with fujifilm instax mini 9 camera'],\n",
       " ['asymmetric dress with belt',\n",
       "  'asymmetric dress trf',\n",
       "  'asymmetric dress',\n",
       "  'dress with belt',\n",
       "  'belted dress trf',\n",
       "  'printed dress trf',\n",
       "  'belted dress',\n",
       "  'pleated dress with belt',\n",
       "  'printed dress',\n",
       "  'pleated dress trf'],\n",
       " ['faux fur jacket trf',\n",
       "  'faux shearling jacket trf',\n",
       "  'faux fur bomber jacket',\n",
       "  'faux leather jacket trf',\n",
       "  'faux fur jacket',\n",
       "  'faux shearling jacket',\n",
       "  'faux fur biker jacket',\n",
       "  'jacket with faux fur lining',\n",
       "  'belted jacket trf',\n",
       "  'faux fur puffer jacket'],\n",
       " ['faux shearling jacket',\n",
       "  'flared jacket trf',\n",
       "  'cropped jacket trf',\n",
       "  'jacket with shoulder pads',\n",
       "  'flared jacket',\n",
       "  'cropped jacket',\n",
       "  'faux leather jacket',\n",
       "  'padded jacket trf',\n",
       "  'shoulder pads jacket',\n",
       "  'padded jacket'],\n",
       " ['henley sweater',\n",
       "  'knit henley sweater',\n",
       "  'textured henley sweater',\n",
       "  'ribbed henley sweater',\n",
       "  'striped henley sweater',\n",
       "  'long knit henley sweater',\n",
       "  'henley sweater trf',\n",
       "  'basic henley sweater',\n",
       "  'knitted henley sweater',\n",
       "  'limited edition henley sweater'],\n",
       " ['bejewelled jacket',\n",
       "  'bejewelled fringe jacket',\n",
       "  'bejewelled denim jacket',\n",
       "  'bejewelled cropped jacket',\n",
       "  'bejewelled biker jacket',\n",
       "  'bejewelled puffer jacket',\n",
       "  'bejewelled fringed jacket',\n",
       "  'cropped jacket trf',\n",
       "  'bejewelled bomber jacket',\n",
       "  'fringed jacket trf'],\n",
       " ['printed dress trf',\n",
       "  'belted dress',\n",
       "  'belted dress trf',\n",
       "  'printed dress',\n",
       "  'faux leather dress',\n",
       "  'satin dress with belt',\n",
       "  'dress with belt',\n",
       "  'denim dress trf',\n",
       "  'pleated dress trf',\n",
       "  'midi dress trf'],\n",
       " ['join lifecare leggings',\n",
       "  'ecologically grown cotton leggings',\n",
       "  'join lifecare cotton leggings',\n",
       "  'join lifecare fibre leggings',\n",
       "  'join lifecare fiber leggings',\n",
       "  'join lifecare fibers leggings',\n",
       "  'ecologically grown leggings',\n",
       "  'join lifecare® leggings',\n",
       "  'cotton leggings',\n",
       "  'join lifecare technical leggings'],\n",
       " ['knit sweater',\n",
       "  'cable-knit sweater',\n",
       "  'textured sweater',\n",
       "  'textured knit sweater',\n",
       "  'basic knit sweater',\n",
       "  'knit sweater trf',\n",
       "  'long knit sweater',\n",
       "  'textured sweater trf',\n",
       "  'striped knit sweater',\n",
       "  'plain knit sweater'],\n",
       " ['textured knit sweater',\n",
       "  'knit sweater',\n",
       "  'wool blend sweater',\n",
       "  'knit sweater trf',\n",
       "  'cable-knit sweater',\n",
       "  'wool blend knit sweater',\n",
       "  'textured wool blend sweater',\n",
       "  'merino wool blend sweater',\n",
       "  'basic knit sweater',\n",
       "  'striped knit sweater'],\n",
       " ['textured suit blazer',\n",
       "  'textured blazer',\n",
       "  'check blazer',\n",
       "  'textured check blazer',\n",
       "  'blazer with buttons',\n",
       "  'buttoned blazer',\n",
       "  'check suit blazer',\n",
       "  'houndstooth blazer',\n",
       "  'faux leather blazer',\n",
       "  'faux suede blazer'],\n",
       " ['zw premium ‘80s skinny jeans',\n",
       "  'the ‘80s skinny bering blue jeans',\n",
       "  '‘80s skinny bering blue jeans',\n",
       "  'bering blue ‘80s skinny jeans',\n",
       "  'zw premium ‘80s bering blue jeans',\n",
       "  'zw premium ‘80s skinny bering blue',\n",
       "  'zw premium ‘80s skinny jeans trf',\n",
       "  'the ‘80s skinny jeans',\n",
       "  'the ‘80s skinny jeans bering blue',\n",
       "  'bering blue jeans'],\n",
       " ['t-shirt with asymmetric hem',\n",
       "  'asymmetric t-shirt',\n",
       "  'textured t-shirt',\n",
       "  'ribbed t-shirt',\n",
       "  'asymmetric t-shirt trf',\n",
       "  'striped t-shirt',\n",
       "  'contrast t-shirt',\n",
       "  'short sleeve t-shirt',\n",
       "  'plain t-shirt',\n",
       "  't-shirt with contrast hem'],\n",
       " ['t-shirt with asymmetric hem',\n",
       "  'asymmetric t-shirt',\n",
       "  'asymmetric t-shirt trf',\n",
       "  'textured t-shirt',\n",
       "  'ribbed t-shirt',\n",
       "  't-shirt with contrast hem',\n",
       "  'ribbed t-shirt trf',\n",
       "  'textured t-shirt trf',\n",
       "  'striped t-shirt',\n",
       "  'striped t-shirt trf'],\n",
       " ['t-shirt with asymmetrical hem',\n",
       "  't-shirt with asymmetric hem',\n",
       "  'asymmetric t-shirt',\n",
       "  'asymmetric t-shirt trf',\n",
       "  'textured t-shirt',\n",
       "  'striped t-shirt trf',\n",
       "  't-shirt with contrast hem',\n",
       "  'ribbed t-shirt',\n",
       "  'striped t-shirt',\n",
       "  'textured t-shirt trf'],\n",
       " ['ecologically grown cotton t-shirt',\n",
       "  'cotton t-shirt',\n",
       "  'ecological cotton t-shirt',\n",
       "  'ecologically grown t-shirt',\n",
       "  't-shirt with asymmetrical hem',\n",
       "  'eco cotton t-shirt',\n",
       "  't-shirt with contrast hem',\n",
       "  'ecological t-shirt',\n",
       "  'ecological grown cotton t-shirt',\n",
       "  't-shirt with asymmetric hem'],\n",
       " ['plain t-shirt',\n",
       "  'textured t-shirt',\n",
       "  'ribbed t-shirt',\n",
       "  'plain t-shirt trf',\n",
       "  'basic t-shirt trf',\n",
       "  'basic t-shirt',\n",
       "  'short sleeve t-shirt',\n",
       "  't-shirt with slogan',\n",
       "  't-shirt',\n",
       "  'textured t-shirt trf'],\n",
       " ['large hoop earrings',\n",
       "  'hoop earrings',\n",
       "  'limited edition hoop earrings',\n",
       "  'small hoop earrings',\n",
       "  'large earrings',\n",
       "  'medium hoop earrings',\n",
       "  'long hoop earrings',\n",
       "  'large hoop earring',\n",
       "  'wide hoop earrings',\n",
       "  'oversized hoop earrings'],\n",
       " ['2-pack of hoop earrings',\n",
       "  'pack of hoop earrings',\n",
       "  'pack of contrasting hoop earrings',\n",
       "  '2-pack of contrasting hoop earrings',\n",
       "  '2-pack of mini hoop earrings',\n",
       "  'two-pack of hoop earrings',\n",
       "  '2-pack of small hoop earrings',\n",
       "  '2-pack of plain hoop earrings',\n",
       "  '2-pack of earrings',\n",
       "  'pack of double hoop earrings'],\n",
       " ['textured scarf',\n",
       "  'fringed scarf',\n",
       "  'textured scarf with fringing',\n",
       "  'textured scarf trf',\n",
       "  'fringed scarf trf',\n",
       "  'scarf with fringed edges',\n",
       "  'textured scarf with fringe',\n",
       "  'limited edition fringed scarf',\n",
       "  'limited edition textured scarf',\n",
       "  'textured knit scarf'],\n",
       " ['pleated skirt',\n",
       "  'pleated skirt trf',\n",
       "  'pleated midi skirt',\n",
       "  'printed skirt trf',\n",
       "  'limited edition pleated skirt',\n",
       "  'printed skirt',\n",
       "  'faux leather skirt',\n",
       "  'floral print skirt',\n",
       "  'midi skirt trf',\n",
       "  'ribbed skirt trf'],\n",
       " ['ribbed t-shirt',\n",
       "  'textured t-shirt',\n",
       "  'v-neck t-shirt',\n",
       "  'short sleeve t-shirt',\n",
       "  'ribbed t-shirt trf',\n",
       "  't-shirt with slogan',\n",
       "  'striped t-shirt',\n",
       "  'basic t-shirt trf',\n",
       "  'plain t-shirt',\n",
       "  'plain t-shirt trf'],\n",
       " ['ribbed t-shirt',\n",
       "  'textured t-shirt',\n",
       "  'v-neck t-shirt',\n",
       "  'short sleeve t-shirt',\n",
       "  'ribbed t-shirt trf',\n",
       "  't-shirt with slogan',\n",
       "  'striped t-shirt',\n",
       "  'basic t-shirt trf',\n",
       "  'plain t-shirt',\n",
       "  'plain t-shirt trf'],\n",
       " ['ribbed t-shirt',\n",
       "  'textured t-shirt',\n",
       "  'v-neck t-shirt',\n",
       "  'striped t-shirt',\n",
       "  't-shirt',\n",
       "  'short sleeve t-shirt',\n",
       "  't-shirt with short sleeves',\n",
       "  't-shirt trf',\n",
       "  'ribbed t-shirt trf',\n",
       "  'plain t-shirt'],\n",
       " ['ruffled top',\n",
       "  'ruffled top trf',\n",
       "  'printed top trf',\n",
       "  'contrast top trf',\n",
       "  'contrast top',\n",
       "  'poplin top',\n",
       "  'top with contrasting ruffle',\n",
       "  'top with contrast ruffle',\n",
       "  'contrasting top trf',\n",
       "  'printed top'],\n",
       " ['round earrings',\n",
       "  'fabric earrings',\n",
       "  'earrings with fabric',\n",
       "  'round fabric earrings',\n",
       "  'limited edition earrings',\n",
       "  'textured earrings',\n",
       "  'metal earrings',\n",
       "  'floral earrings',\n",
       "  'round hoop earrings',\n",
       "  'plain earrings'],\n",
       " ['jumpsuit with belt',\n",
       "  'belted jumpsuit trf',\n",
       "  'belted jumpsuit',\n",
       "  'printed jumpsuit trf',\n",
       "  'faux leather jumpsuit',\n",
       "  'denim jumpsuit with belt',\n",
       "  'printed jumpsuit',\n",
       "  'denim jumpsuit trf',\n",
       "  'striped jumpsuit with belt',\n",
       "  'denim jumpsuit'],\n",
       " ['knit sweater',\n",
       "  'knit sweater trf',\n",
       "  'basic knit sweater',\n",
       "  'long knit sweater',\n",
       "  'striped knit sweater',\n",
       "  'textured knit sweater',\n",
       "  'cable-knit sweater',\n",
       "  'plain knit sweater',\n",
       "  'textured sweater',\n",
       "  'straight knit sweater'],\n",
       " ['plain t-shirt',\n",
       "  'textured t-shirt',\n",
       "  'ribbed t-shirt',\n",
       "  'plain t-shirt trf',\n",
       "  'basic t-shirt trf',\n",
       "  'basic t-shirt',\n",
       "  'short sleeve t-shirt',\n",
       "  't-shirt with slogan',\n",
       "  't-shirt',\n",
       "  'textured t-shirt trf'],\n",
       " ['halter bodysuit',\n",
       "  'halter bodysuit trf',\n",
       "  'ribbed bodysuit trf',\n",
       "  'bodysuit trf',\n",
       "  'camisole bodysuit',\n",
       "  'halter neck bodysuit',\n",
       "  'printed bodysuit trf',\n",
       "  'ribbed bodysuit',\n",
       "  'bodysuit with snap buttons',\n",
       "  'snap-button bodysuit'],\n",
       " ['t-shirt with front print',\n",
       "  'contrast print t-shirt',\n",
       "  't-shirt with contrast print',\n",
       "  'mickey mouse t-shirt',\n",
       "  'printed t-shirt',\n",
       "  'animal print t-shirt',\n",
       "  't-shirt with print',\n",
       "  'animal t-shirt',\n",
       "  'slogan t-shirt',\n",
       "  'tiger t-shirt'],\n",
       " ['faux shearling jacket',\n",
       "  'faux leather jacket',\n",
       "  'faux shearling bomber jacket',\n",
       "  'basic puffer jacket',\n",
       "  'faux fur bomber jacket',\n",
       "  'faux suede jacket',\n",
       "  'faux shearling puffer jacket',\n",
       "  'quilted jacket',\n",
       "  'faux suede bomber jacket',\n",
       "  'plush jacket'],\n",
       " ['double-breasted trench coat',\n",
       "  'trench coat with belt',\n",
       "  'belted trench coat',\n",
       "  'faux leather trench coat',\n",
       "  'double-faced trench coat',\n",
       "  'faux shearling trench coat',\n",
       "  'check trench coat',\n",
       "  'limited edition trench coat',\n",
       "  'houndstooth trench coat',\n",
       "  'belted trench coat trf'],\n",
       " ['faux shearling jacket',\n",
       "  'tailored jacket',\n",
       "  'tailored jacket trf',\n",
       "  'hooded jacket trf',\n",
       "  'tailored jacket with hood',\n",
       "  'faux shearling puffer jacket',\n",
       "  'cropped jacket trf',\n",
       "  'faux shearling bomber jacket',\n",
       "  'quilted jacket trf',\n",
       "  'limited edition tailored jacket'],\n",
       " ['knit sweater',\n",
       "  'knit sweater trf',\n",
       "  'long knit sweater',\n",
       "  'ribbed sweater trf',\n",
       "  'v-neck sweater',\n",
       "  'cable-knit sweater',\n",
       "  'textured sweater trf',\n",
       "  'ribbed sweater',\n",
       "  'jacquard sweater trf',\n",
       "  'textured knit sweater'],\n",
       " ['knit sweater',\n",
       "  'knit sweater trf',\n",
       "  'long knit sweater',\n",
       "  'ribbed sweater trf',\n",
       "  'v-neck sweater',\n",
       "  'cable-knit sweater',\n",
       "  'textured sweater trf',\n",
       "  'ribbed sweater',\n",
       "  'jacquard sweater trf',\n",
       "  'textured knit sweater'],\n",
       " ['snoopy ® peanuts plush jogging trousers',\n",
       "  'snoopy ® peanuts jogging trousers',\n",
       "  'snoopy ® peanuts jogger trousers',\n",
       "  'plush snoopy ® peanuts jogging trousers',\n",
       "  'snoopy ® peanuts plush jersey joggers',\n",
       "  'snoopy ® peanuts joggers',\n",
       "  'snoopy ® peanuts jersey jogging trousers',\n",
       "  'snoopy ®peanuts jogging trousers',\n",
       "  'snoopy ® peanuts plush trousers',\n",
       "  'snoopy ® peanuts plush jogger trousers'],\n",
       " ['z1975 slim fit jeans',\n",
       "  'slim fit jeans',\n",
       "  'slim fit jeans trf',\n",
       "  'zw premium slim fit jeans',\n",
       "  'z1975 slim fit skinny jeans',\n",
       "  'z1975 skinny jeans',\n",
       "  'slim fit z1975 jeans',\n",
       "  'slim fit jeans with zips',\n",
       "  'faded slim fit jeans',\n",
       "  'z1975 loose-fitting jeans'],\n",
       " ['contrast top',\n",
       "  'pleated top',\n",
       "  'contrast top trf',\n",
       "  'pleated top trf',\n",
       "  'top with contrast sleeves',\n",
       "  'printed top trf',\n",
       "  'printed top',\n",
       "  'cropped top trf',\n",
       "  'poplin top',\n",
       "  'floral print top'],\n",
       " ['poplin shirt',\n",
       "  'super slim poplin shirt',\n",
       "  'poplin shirt trf',\n",
       "  'limited edition poplin shirt',\n",
       "  'stretch poplin shirt',\n",
       "  'striped poplin shirt',\n",
       "  'oversized poplin shirt',\n",
       "  'textured poplin shirt',\n",
       "  'basic poplin shirt',\n",
       "  'printed poplin shirt'],\n",
       " ['super slim fit shirt',\n",
       "  'striped super slim fit shirt',\n",
       "  'slim fit shirt trf',\n",
       "  'super slim fit printed shirt',\n",
       "  'super slim fit striped shirt',\n",
       "  'super slim fit knit shirt',\n",
       "  'super slim fit textured shirt',\n",
       "  'super slim fit check shirt',\n",
       "  'super slim fit denim shirt',\n",
       "  'super slim-fit shirt'],\n",
       " ['embroidered dress',\n",
       "  'embroidered dress trf',\n",
       "  'embroidered dress with tassels',\n",
       "  'embroidered mini dress',\n",
       "  'embroidered poplin dress',\n",
       "  'printed dress trf',\n",
       "  'limited edition embroidered dress',\n",
       "  'embroidered tulle dress',\n",
       "  'embroidery dress trf',\n",
       "  'contrast embroidered dress'],\n",
       " ['down puffer jacket',\n",
       "  'down puffer jacket with slogan',\n",
       "  'slogan down puffer jacket',\n",
       "  'rubberised down puffer jacket',\n",
       "  'sporty down puffer jacket',\n",
       "  'puffer jacket with slogan',\n",
       "  'down puffer jacket trf',\n",
       "  'hooded down puffer jacket',\n",
       "  'contrast down puffer jacket',\n",
       "  'faux shearling down puffer jacket'],\n",
       " ['high neck sweater',\n",
       "  'knit sweater',\n",
       "  'knit sweater with buttons',\n",
       "  'cable-knit sweater',\n",
       "  'sweater with buttons',\n",
       "  'high neck knit sweater',\n",
       "  'textured knit sweater',\n",
       "  'textured sweater',\n",
       "  'sweater with metal buttons',\n",
       "  'knit sweater trf'],\n",
       " ['linen blend blazer',\n",
       "  'linen blend suit blazer',\n",
       "  'linen blend check blazer',\n",
       "  'textured linen blend blazer',\n",
       "  'linen blazer',\n",
       "  'check blazer',\n",
       "  'linen blend textured blazer',\n",
       "  'textured linen blazer',\n",
       "  'basic linen blend blazer',\n",
       "  'buttoned blazer'],\n",
       " ['slim fit linen trousers',\n",
       "  'slim fit trousers',\n",
       "  'linen blend trousers',\n",
       "  'linen blend jogging trousers',\n",
       "  'linen blend suit trousers',\n",
       "  'slim fit cargo trousers',\n",
       "  'linen blend cargo trousers',\n",
       "  'slim fit suit trousers',\n",
       "  'slim fit corduroy trousers',\n",
       "  'basic linen blend trousers'],\n",
       " ['wool blend sweater',\n",
       "  'high neck sweater',\n",
       "  'knit sweater',\n",
       "  'knit sweater trf',\n",
       "  'cable-knit sweater',\n",
       "  'wool blend knit sweater',\n",
       "  'high neck knit sweater',\n",
       "  'ribbed sweater trf',\n",
       "  'textured wool blend sweater',\n",
       "  'knit sweater with vents'],\n",
       " ['star carrycot baby wrap',\n",
       "  'star print carrycot baby wrap',\n",
       "  'star print carrycot',\n",
       "  'carrycot baby wrap',\n",
       "  'star baby wrap',\n",
       "  'star carrycot',\n",
       "  'carrycot with star print',\n",
       "  'carrycot baby wrap with stars',\n",
       "  'baby wrap with star print',\n",
       "  'stars carrycot baby wrap'],\n",
       " ['faux shearling coat',\n",
       "  'coat with contrast collar',\n",
       "  'faux fur coat',\n",
       "  'double-faced coat',\n",
       "  'coat with matching collar',\n",
       "  'coat with removable collar',\n",
       "  'houndstooth coat',\n",
       "  'contrast coat',\n",
       "  'textured coat',\n",
       "  'coat with faux shearling'],\n",
       " ['cropped trousers',\n",
       "  'cropped trousers trf',\n",
       "  'slim fit trousers',\n",
       "  'cropped jogger waist trousers',\n",
       "  'slim fit cropped trousers',\n",
       "  'cropped trousers with pockets',\n",
       "  'cropped slim fit trousers',\n",
       "  'limited edition cropped trousers',\n",
       "  'textured cropped trousers',\n",
       "  'cropped chino trousers'],\n",
       " ['zw premium high waist revolve black jeans',\n",
       "  'z1975 high waist revolve black jeans',\n",
       "  'the high waist revolve black jeans',\n",
       "  'zw premium high rise revolve black jeans',\n",
       "  'zw premium revolve black jeans',\n",
       "  'zw premium slim revolve black jeans',\n",
       "  'zw premium revolve black high waist jeans',\n",
       "  'zw premium revolve black skinny jeans',\n",
       "  'z1975 high-rise revolve black jeans',\n",
       "  'z1975 high rise revolve black jeans'],\n",
       " ['zw premium revolve black skinny jeans',\n",
       "  'zw premium revolve black jeans',\n",
       "  'zw premium skinny revolve black jeans',\n",
       "  'zw premium high waist revolve black jeans',\n",
       "  'zw premium slim revolve black jeans',\n",
       "  'the high waist revolve black skinny jeans',\n",
       "  'the high waist revolve black jeans',\n",
       "  'zw premium super soft revolve black jeans',\n",
       "  'z1975 high waist revolve black jeans',\n",
       "  'z1975 high rise revolve black skinny jeans'],\n",
       " ['zw premium high waist revolve black jeans',\n",
       "  'z1975 high waist revolve black jeans',\n",
       "  'the high waist revolve black jeans',\n",
       "  'zw premium high rise revolve black jeans',\n",
       "  'zw premium revolve black jeans',\n",
       "  'zw premium slim revolve black jeans',\n",
       "  'zw premium revolve black high waist jeans',\n",
       "  'zw premium revolve black skinny jeans',\n",
       "  'z1975 high-rise revolve black jeans',\n",
       "  'z1975 high rise revolve black jeans'],\n",
       " ['slogan t-shirt',\n",
       "  't-shirt with slogan',\n",
       "  't-shirt with front slogan',\n",
       "  't-shirt with front print',\n",
       "  'mickey mouse t-shirt',\n",
       "  'printed t-shirt',\n",
       "  'animal t-shirt with slogan',\n",
       "  't-shirt with slogan print',\n",
       "  'colour block t-shirt',\n",
       "  'plain t-shirt with slogan'],\n",
       " ['sequinned dress',\n",
       "  'sequinned dress trf',\n",
       "  'sequinned mini dress',\n",
       "  'sequinned midi dress',\n",
       "  'sequinned poplin dress',\n",
       "  'contrast sequinned dress',\n",
       "  'sequinned tulle dress',\n",
       "  'limited edition sequinned dress',\n",
       "  'sequinned surplice dress',\n",
       "  'sequin dress trf'],\n",
       " ['nautical cap',\n",
       "  'nautical cap with peak',\n",
       "  'peak nautical cap',\n",
       "  'nautical cap trf',\n",
       "  'limited edition nautical cap',\n",
       "  'cap with peak',\n",
       "  'nautical cap with bow',\n",
       "  'marine cap with peak',\n",
       "  'printed nautical cap',\n",
       "  'striped nautical cap'],\n",
       " ['asymmetric skirt trf',\n",
       "  'asymmetric skirt',\n",
       "  'printed skirt trf',\n",
       "  'midi skirt trf',\n",
       "  'pleated skirt trf',\n",
       "  'faux leather skirt',\n",
       "  'printed skirt',\n",
       "  'denim skirt trf',\n",
       "  'belted skirt trf',\n",
       "  'textured skirt trf'],\n",
       " ['coat with contrast collar',\n",
       "  'contrast coat',\n",
       "  'faux shearling coat',\n",
       "  'double-faced coat',\n",
       "  'coat with contrasting collar',\n",
       "  'faux fur coat',\n",
       "  'contrast coat trf',\n",
       "  'combined coat',\n",
       "  'high collar coat',\n",
       "  'houndstooth coat'],\n",
       " ['knit sweater',\n",
       "  'knit sweater trf',\n",
       "  'cable-knit sweater',\n",
       "  'long knit sweater',\n",
       "  'textured sweater',\n",
       "  'textured sweater trf',\n",
       "  'ribbed sweater trf',\n",
       "  'textured knit sweater',\n",
       "  'basic knit sweater',\n",
       "  'striped knit sweater'],\n",
       " ['textured bermuda shorts',\n",
       "  'textured bermuda shorts trf',\n",
       "  'textured bermuda shorts with pockets',\n",
       "  'textured denim bermuda shorts',\n",
       "  'textured fabric bermuda shorts',\n",
       "  'textured cargo bermuda shorts',\n",
       "  'textured print bermuda shorts',\n",
       "  'textured bermudas',\n",
       "  'textured bermuda shorts with zip',\n",
       "  'textured cotton bermuda shorts'],\n",
       " ['printed dress trf',\n",
       "  'printed dress',\n",
       "  'floral print dress',\n",
       "  'flowing dress trf',\n",
       "  'midi dress trf',\n",
       "  'satin dress trf',\n",
       "  'polka dot print dress',\n",
       "  'flowing dress',\n",
       "  'pleated dress trf',\n",
       "  'poplin dress'],\n",
       " ['faux shearling parka',\n",
       "  'contrast faux shearling parka',\n",
       "  'contrast parka',\n",
       "  'parka with faux shearling lining',\n",
       "  'parka with contrast faux shearling',\n",
       "  'parka with contrast lining',\n",
       "  'faux shearling parka trf',\n",
       "  'contrasting faux shearling parka',\n",
       "  'limited edition faux shearling parka',\n",
       "  'contrast parka with faux shearling'],\n",
       " ['textured shirt',\n",
       "  'striped shirt',\n",
       "  'regular fit shirt',\n",
       "  'textured check shirt',\n",
       "  'basic shirt',\n",
       "  'poplin shirt',\n",
       "  'animal print shirt',\n",
       "  'floral print shirt',\n",
       "  'check shirt',\n",
       "  'printed shirt'],\n",
       " ['textured trousers',\n",
       "  'jogging trousers',\n",
       "  'cargo trousers',\n",
       "  'jogger waist trousers',\n",
       "  'satin trousers',\n",
       "  'trousers with pockets',\n",
       "  'floral print trousers',\n",
       "  'plush trousers',\n",
       "  'faux leather trousers',\n",
       "  'loose fit trousers'],\n",
       " ['plush leggings trf',\n",
       "  'leggings with pockets',\n",
       "  'faux leather leggings',\n",
       "  'textured leggings',\n",
       "  'plush leggings',\n",
       "  'textured leggings trf',\n",
       "  'ribbed leggings trf',\n",
       "  'printed leggings trf',\n",
       "  'faux shearling leggings',\n",
       "  'leggings trf'],\n",
       " ['printed blouse',\n",
       "  'contrast blouse',\n",
       "  'printed blouse trf',\n",
       "  'flowing blouse',\n",
       "  'floral print blouse',\n",
       "  'blouse with contrast lining',\n",
       "  'flowing blouse trf',\n",
       "  'polka dot print blouse',\n",
       "  'blouse with contrast fabric',\n",
       "  'contrast blouse trf'],\n",
       " ['diagonal tie',\n",
       "  'jacquard skinny tie',\n",
       "  'silk skinny tie',\n",
       "  'diagonal silk tie',\n",
       "  'diagonal jacquard skinny tie',\n",
       "  'diagonal jacquard tie',\n",
       "  'silk jacquard skinny tie',\n",
       "  'diagonal knotted tie',\n",
       "  'silk tie',\n",
       "  'diagonal textured tie'],\n",
       " ['zw premium skinny sunrise blue jeans',\n",
       "  'zw premium sunrise blue skinny jeans',\n",
       "  'zw premium high waist skinny sunrise blue jeans',\n",
       "  'the high waist skinny in sunrise blue jeans',\n",
       "  'zw premium high rise skinny sunrise blue jeans',\n",
       "  'zw premium high waist sunrise blue skinny jeans',\n",
       "  'zw premium sunrise blue jeans',\n",
       "  'the high waist skinny sunrise blue jeans',\n",
       "  'zw premium high-rise skinny jeans',\n",
       "  'zw premium high waist skinny jeans'],\n",
       " ['the high waist revolve black trousers',\n",
       "  'the high waist in revolve black trousers',\n",
       "  'zw premium skinny revolve black trousers',\n",
       "  'zw premium revolve high waist trousers',\n",
       "  'zw premium skinny high waist trousers',\n",
       "  'zw premium high waist revolve trousers',\n",
       "  'shirred high waist trousers',\n",
       "  'zw premium high waist trousers',\n",
       "  'the high waist in revolve black',\n",
       "  'zw premium revolve black trousers'],\n",
       " ['double-breasted coat',\n",
       "  'wool blend coat',\n",
       "  'double-faced coat',\n",
       "  'textured wool blend coat',\n",
       "  'textured coat',\n",
       "  'combined wool blend coat',\n",
       "  'coat with pockets',\n",
       "  'check coat',\n",
       "  'long wool blend coat',\n",
       "  'faux shearling coat'],\n",
       " ['linen blend shirt',\n",
       "  'linen/cotton shirt',\n",
       "  'linen shirt',\n",
       "  'basic linen shirt',\n",
       "  'striped linen shirt',\n",
       "  'regular fit linen shirt',\n",
       "  'regular fit shirt',\n",
       "  'textured shirt',\n",
       "  'limited edition linen shirt',\n",
       "  'plain linen shirt'],\n",
       " ['shirt with contrast trims',\n",
       "  'striped shirt trf',\n",
       "  'contrast shirt',\n",
       "  'contrast shirt trf',\n",
       "  'printed shirt trf',\n",
       "  'striped shirt',\n",
       "  'textured shirt trf',\n",
       "  'shirt with contrasting trims',\n",
       "  'cropped shirt trf',\n",
       "  'printed shirt'],\n",
       " ['trousers with shiny thread',\n",
       "  'shiny thread trousers',\n",
       "  'pleated trousers',\n",
       "  'satin trousers',\n",
       "  'loose-fitting trousers',\n",
       "  'shiny thread bow trousers',\n",
       "  'trousers with shiny bow',\n",
       "  'satin trousers with bow',\n",
       "  'metallic thread trousers',\n",
       "  'trousers with bow'],\n",
       " ['metallic thread trousers',\n",
       "  'pleated trousers',\n",
       "  'trousers with bow',\n",
       "  'textured trousers',\n",
       "  'satin trousers',\n",
       "  'houndstooth trousers',\n",
       "  'printed trousers',\n",
       "  'trousers with bows',\n",
       "  'faux leather trousers',\n",
       "  'cargo trousers'],\n",
       " ['double-breasted jacket',\n",
       "  'jacket with contrast buttons',\n",
       "  'faux shearling jacket',\n",
       "  'double breasted jacket',\n",
       "  'shawl collar jacket',\n",
       "  'jacket with shawl collar',\n",
       "  'textured jacket trf',\n",
       "  'cropped jacket trf',\n",
       "  'textured jacket',\n",
       "  'jacket with contrasting buttons'],\n",
       " ['sequinned trousers',\n",
       "  'sequinned flared trousers',\n",
       "  'flared trousers',\n",
       "  'sequin trousers',\n",
       "  'flared trousers with sequins',\n",
       "  'flared trousers trf',\n",
       "  'sequinned trousers trf',\n",
       "  'sequin trousers trf',\n",
       "  'flared trousers with sequin detail',\n",
       "  'flared trousers with sequin'],\n",
       " ['high-rise trousers',\n",
       "  'cropped trousers trf',\n",
       "  'slouchy trousers trf',\n",
       "  'pleated trousers trf',\n",
       "  'knit trousers trf',\n",
       "  'textured trousers trf',\n",
       "  'trousers trf',\n",
       "  'cargo trousers trf',\n",
       "  'high rise trousers',\n",
       "  'printed trousers trf'],\n",
       " ['jumpsuit with belt',\n",
       "  'belted jumpsuit',\n",
       "  'faux leather jumpsuit',\n",
       "  'belted jumpsuit trf',\n",
       "  'contrast jumpsuit',\n",
       "  'printed jumpsuit',\n",
       "  'striped jumpsuit with belt',\n",
       "  'satin jumpsuit with belt',\n",
       "  'printed jumpsuit trf',\n",
       "  'denim jumpsuit with belt'],\n",
       " ['contrast knit dress',\n",
       "  'knit dress',\n",
       "  'knit dress trf',\n",
       "  'printed dress trf',\n",
       "  'contrast dress',\n",
       "  'printed dress',\n",
       "  'contrasting knit dress',\n",
       "  'ruffled knit dress',\n",
       "  'contrast dress trf',\n",
       "  'knit dress with ruffles'],\n",
       " ['thermo-sealed puffer jacket',\n",
       "  'water-repellent puffer jacket',\n",
       "  'hooded puffer jacket',\n",
       "  'puffer jacket',\n",
       "  'puffer jacket trf',\n",
       "  'double-faced puffer jacket',\n",
       "  'hooded puffer jacket trf',\n",
       "  'faux shearling puffer jacket',\n",
       "  'colour block puffer jacket',\n",
       "  'faux suede puffer jacket'],\n",
       " ['faux leather jacket',\n",
       "  'faux leather bomber jacket',\n",
       "  'faux leather biker jacket',\n",
       "  'basic faux leather jacket',\n",
       "  'faux leather puffer jacket',\n",
       "  'textured faux leather jacket',\n",
       "  'contrast faux leather jacket',\n",
       "  'ribbed faux leather jacket',\n",
       "  'faux suede jacket',\n",
       "  'reversible faux leather jacket'],\n",
       " ['overshirt with pockets',\n",
       "  'rolled-up overshirt',\n",
       "  'corduroy overshirt',\n",
       "  'textured overshirt',\n",
       "  'check overshirt',\n",
       "  'oversized overshirt',\n",
       "  'oversized overshirt trf',\n",
       "  'corduroy overshirt trf',\n",
       "  'textured overshirt trf',\n",
       "  'oversized check overshirt'],\n",
       " ['belted trousers',\n",
       "  'trousers with belt',\n",
       "  'faux leather trousers',\n",
       "  'belted trousers trf',\n",
       "  'wide-leg trousers',\n",
       "  'cargo trousers with belt',\n",
       "  'check trousers',\n",
       "  'check trousers with belt',\n",
       "  'loose-fitting trousers',\n",
       "  'limited edition belted trousers'],\n",
       " ['belted trousers',\n",
       "  'belted trousers trf',\n",
       "  'trousers with belt',\n",
       "  'faux leather trousers',\n",
       "  'wide-leg trousers',\n",
       "  'pleated trousers with belt',\n",
       "  'loose-fitting trousers',\n",
       "  'limited edition belted trousers',\n",
       "  'trousers with buckled belt',\n",
       "  'pleated trousers'],\n",
       " ['water-repellent parka',\n",
       "  'water-repellent padded parka',\n",
       "  'water-repellent parka trf',\n",
       "  'thermore® parka',\n",
       "  'water-repellent parka with pockets',\n",
       "  'parka with thermore® insulation',\n",
       "  'water-repellent parka with hood',\n",
       "  'lightweight water-repellent parka',\n",
       "  'water repellent parka',\n",
       "  'limited edition water-repellent parka'],\n",
       " ['3-pack of panda briefs',\n",
       "  'three-pack of panda briefs',\n",
       "  'panda briefs (pack of 3)',\n",
       "  'pack of panda briefs',\n",
       "  '3-pack of panda print briefs',\n",
       "  '3-pack of plush panda briefs',\n",
       "  '3-pack of printed panda briefs',\n",
       "  '2-pack of panda briefs',\n",
       "  '3-pack of pandas briefs',\n",
       "  '3-pack of panda plush briefs'],\n",
       " ['loose-fitting coat',\n",
       "  'textured coat',\n",
       "  'faux shearling coat',\n",
       "  'houndstooth coat',\n",
       "  'oversized coat',\n",
       "  'oversized coat trf',\n",
       "  'faux fur coat',\n",
       "  'textured coat trf',\n",
       "  'limited edition coat',\n",
       "  'coat with pockets'],\n",
       " ['lace dress',\n",
       "  'printed dress trf',\n",
       "  'lace dress trf',\n",
       "  'printed dress',\n",
       "  'pleated dress trf',\n",
       "  'velvet dress trf',\n",
       "  'polka dot print dress',\n",
       "  'dress with velvet tape',\n",
       "  'combined dress trf',\n",
       "  'velvet dress'],\n",
       " ['oversized shirt trf',\n",
       "  'oversized shirt',\n",
       "  'textured shirt trf',\n",
       "  'textured shirt',\n",
       "  'oversize shirt trf',\n",
       "  'cropped shirt trf',\n",
       "  'printed shirt trf',\n",
       "  'oversized poplin shirt',\n",
       "  'striped shirt trf',\n",
       "  'poplin shirt'],\n",
       " ['feather t-shirt',\n",
       "  'feather print t-shirt',\n",
       "  't-shirt with feather appliqués',\n",
       "  'feather t-shirt with appliqués',\n",
       "  'feather t-shirt trf',\n",
       "  't-shirt with feather print',\n",
       "  't-shirt with feather appliqué',\n",
       "  'feather print t-shirt trf',\n",
       "  't-shirt with feather appliques',\n",
       "  't-shirt with feather embroidery'],\n",
       " ['feather t-shirt',\n",
       "  'feather print t-shirt',\n",
       "  't-shirt with feather appliqués',\n",
       "  'feather t-shirt with appliqués',\n",
       "  'feather t-shirt trf',\n",
       "  't-shirt with feather print',\n",
       "  't-shirt with feather appliqué',\n",
       "  'feather print t-shirt trf',\n",
       "  't-shirt with feather appliques',\n",
       "  't-shirt with feather embroidery'],\n",
       " ['t-shirt with front print',\n",
       "  'contrast print t-shirt',\n",
       "  't-shirt with contrast print',\n",
       "  'animal print t-shirt',\n",
       "  'mickey mouse t-shirt',\n",
       "  'printed t-shirt',\n",
       "  't-shirt with print',\n",
       "  'animal t-shirt',\n",
       "  'slogan t-shirt',\n",
       "  'front print t-shirt'],\n",
       " ['zw premium ‘80s high waist skinny jeans',\n",
       "  'zw premium ‘80s high waist jeans',\n",
       "  'zw premium ‘80s skinny old blue jeans',\n",
       "  'zw premium ‘80s old blue skinny jeans',\n",
       "  'zw premium ‘80s skinny jeans',\n",
       "  'zw premium ‘80s old blue jeans',\n",
       "  \"zw premium '80s high waist skinny jeans\",\n",
       "  '‘80s high waist skinny jeans',\n",
       "  '‘80s high waist old blue skinny jeans',\n",
       "  \"zw premium '80s high waist jeans\"],\n",
       " ['knit dress with ruffles',\n",
       "  'knit dress',\n",
       "  'floral print dress',\n",
       "  'printed dress trf',\n",
       "  'ruffled knit dress',\n",
       "  'knit dress trf',\n",
       "  'printed dress',\n",
       "  'poplin dress',\n",
       "  'polka dot knit dress',\n",
       "  'polka dot print dress'],\n",
       " ['chino trousers with cord',\n",
       "  'textured chino trousers',\n",
       "  'basic chino trousers',\n",
       "  'corduroy chino trousers',\n",
       "  'limited edition chino trousers',\n",
       "  'trousers with lobster clasp',\n",
       "  'chino trousers',\n",
       "  'trousers with multicoloured cord',\n",
       "  'rustic chino trousers',\n",
       "  'faux leather chino trousers'],\n",
       " ['animal print leather boots trf',\n",
       "  'animal print leather high heel boots',\n",
       "  'animal print slouchy boots trf',\n",
       "  'animal print high heel boots trf',\n",
       "  'animal print leather boots',\n",
       "  'animal print high heel boots',\n",
       "  'animal print leather high-heel boots',\n",
       "  'leather high heel boots with animal print',\n",
       "  'slouchy animal print leather boots trf',\n",
       "  'animal print slouchy leather boots trf'],\n",
       " ['giraffe crossbody bag',\n",
       "  'mini giraffe crossbody bag',\n",
       "  'giraffe-shaped crossbody bag',\n",
       "  'giraffe crossbody bag trf',\n",
       "  'crossbody bag with mini giraffe',\n",
       "  'limited edition giraffe crossbody bag',\n",
       "  'crossbody bag with giraffe',\n",
       "  'giraffe crossbody bag with accessory',\n",
       "  'crossbody bag with giraffes',\n",
       "  'giraffe crossbody bag with tassel'],\n",
       " ['animal print ankle boots trf',\n",
       "  'animal print high heel ankle boots trf',\n",
       "  'animal print ankle boots',\n",
       "  'animal print mid-heel ankle boots',\n",
       "  'animal print stiletto ankle boots trf',\n",
       "  'animal print high-heel ankle boots',\n",
       "  'animal print heeled ankle boots trf',\n",
       "  'animal print high heel ankle boots',\n",
       "  'animal print mid heel ankle boots trf',\n",
       "  'animal print animal print ankle boots trf'],\n",
       " ['mesh high-heel ankle boots trf',\n",
       "  'high-heel mesh ankle boots trf',\n",
       "  'high-heel ankle boots with mesh',\n",
       "  'high heel mesh ankle boots trf',\n",
       "  'mesh high heel ankle boots trf',\n",
       "  'mesh high-heel ankle boots',\n",
       "  'shiny mesh high-heel ankle boots',\n",
       "  'shiny high-heel ankle boots trf',\n",
       "  'shiny mesh ankle boots trf',\n",
       "  'high-heel ankle boots with shiny mesh'],\n",
       " ['animal print high-heel shoes trf',\n",
       "  'animal print high-heel shoes',\n",
       "  'animal print high heel shoes trf',\n",
       "  'asymmetric snakeskin high-heel shoes trf',\n",
       "  'animal print high-heels trf',\n",
       "  'animal print stilettos trf',\n",
       "  'animal print heeled shoes trf',\n",
       "  'animal print high-heel sneakers trf',\n",
       "  'animal print high heeled shoes trf',\n",
       "  'snakeskin high-heel shoes trf'],\n",
       " ['high-heel shoes with vinyl detail',\n",
       "  'vinyl high-heel shoes trf',\n",
       "  'high-heel shoes with transparent vinyl',\n",
       "  'vinyl high-heel shoes',\n",
       "  'high-heel shoes with vinyl',\n",
       "  'metallic high-heel shoes trf',\n",
       "  'combined high-heel shoes trf',\n",
       "  'metallic high-heel shoes',\n",
       "  'contrast high-heel shoes trf',\n",
       "  'high-heel shoes with vinyl details'],\n",
       " ['metallic leather heeled shoes',\n",
       "  'metallic suede heeled shoes',\n",
       "  'metallic heeled leather shoes',\n",
       "  'metallic heeled shoes',\n",
       "  'suede heeled shoes',\n",
       "  'studded leather heeled shoes',\n",
       "  'metallic heeled shoes trf',\n",
       "  'suede heeled shoes trf',\n",
       "  'leather heeled shoes',\n",
       "  'metallic stiletto heeled shoes'],\n",
       " ['vinyl mid-heel mules',\n",
       "  'vinyl mid-heel mules trf',\n",
       "  'mid-heel vinyl mules trf',\n",
       "  'vinyl high-heel mules trf',\n",
       "  'mid-heel vinyl mules',\n",
       "  'vinyl mules with faux patent finish',\n",
       "  'vinyl high-heel mules',\n",
       "  'vinyl high heel mules trf',\n",
       "  'contrast vinyl mid-heel mules',\n",
       "  'contrast mid-heel mules trf'],\n",
       " ['suede high-heel mules trf',\n",
       "  'high-heel mules trf',\n",
       "  'suede high-heel mules',\n",
       "  'high heel mules trf',\n",
       "  'leather high-heel mules trf',\n",
       "  'high-heel mules',\n",
       "  'high-heel suede mules trf',\n",
       "  'high-heel mules with leather',\n",
       "  'suede high heel mules trf',\n",
       "  'high-heel mules with leather detail'],\n",
       " ['asymmetric high-heel sandals trf',\n",
       "  'rhinestone high-heel sandals trf',\n",
       "  'asymmetric high-heel sandals',\n",
       "  'asymmetric high heel sandals trf',\n",
       "  'studded high-heel sandals trf',\n",
       "  'asymmetric strappy sandals trf',\n",
       "  'high-heel sandals with rhinestone strap',\n",
       "  'rhinestone heeled sandals trf',\n",
       "  'strappy sandals with rhinestone strap trf',\n",
       "  'rhinestone high-heel sandals'],\n",
       " ['velvet platform sandals trf',\n",
       "  'velvet high heel sandals trf',\n",
       "  'high heel velvet sandals trf',\n",
       "  'velvet high heel sandals',\n",
       "  'velvet platform sandals',\n",
       "  'high heel velvet sandals',\n",
       "  'high heel sandals trf',\n",
       "  'velvet platform high heel sandals',\n",
       "  'knotted high heel sandals trf',\n",
       "  'platform sandals with knot trf'],\n",
       " ['leather mini wedges trf',\n",
       "  'leather mini wedges',\n",
       "  'leather mini wedge sandals trf',\n",
       "  'buckled leather mini wedges trf',\n",
       "  'mini leather wedges trf',\n",
       "  'leather mini wedges with track soles',\n",
       "  'leather wedges trf',\n",
       "  'buckled leather mini wedges',\n",
       "  'leather wedges with track soles',\n",
       "  'leather mini wedge trf'],\n",
       " ['diamanté leather high-heel sandals',\n",
       "  'black leather high-heel sandals',\n",
       "  'leather high-heel sandals',\n",
       "  'leather high-heel sandals trf',\n",
       "  'black leather high-heel sandals trf',\n",
       "  'blue leather high-heel sandals trf',\n",
       "  'high-heel leather sandals trf',\n",
       "  'premium leather high-heel sandals',\n",
       "  'limited edition leather high-heel sandals',\n",
       "  'blue leather high-heel sandals'],\n",
       " ['jute high heel mules trf',\n",
       "  'jute high heel mules',\n",
       "  'high heel mules with frayed knot',\n",
       "  'frayed knot mules trf',\n",
       "  'knotted high heel mules trf',\n",
       "  'jute mules trf',\n",
       "  'jute high heel mules with knot',\n",
       "  'natural high heel mules trf',\n",
       "  'knotted mules trf',\n",
       "  'jute high-heel mules'],\n",
       " ['mid-heel mules trf',\n",
       "  'mid heel mules trf',\n",
       "  'asymmetric mules trf',\n",
       "  'asymmetric mid heel mules trf',\n",
       "  'asymmetric high heel mules trf',\n",
       "  'asymmetric heeled mules trf',\n",
       "  'asymmetric heel mules trf',\n",
       "  'high heel mules trf',\n",
       "  'strappy mules trf',\n",
       "  'mid block heel mules trf'],\n",
       " ['plaited heeled sandals trf',\n",
       "  'plaited sandals trf',\n",
       "  'plaited heeled sandals',\n",
       "  'combined heeled sandals trf',\n",
       "  'combined plaited sandals trf',\n",
       "  'heeled sandals with plaited strap',\n",
       "  'braided heeled sandals trf',\n",
       "  'plaited strappy sandals trf',\n",
       "  'combined high-heel sandals trf',\n",
       "  'plaited sandals'],\n",
       " ['piggy-shaped bad',\n",
       "  'sheep piggy-shaped bad',\n",
       "  'piggy-shaped bad.',\n",
       "  'piggy-shaped bad bag',\n",
       "  'piggy and sheep bad christmas decoration',\n",
       "  'sheep print piggy-shaped bad',\n",
       "  'piggy-shaped bad book',\n",
       "  'sheep-shaped piggy-shaped bad',\n",
       "  'piggy-shaped bad christmas decoration',\n",
       "  'sheep piggy-shaped bad.'],\n",
       " ['contrast sneakers trf',\n",
       "  'chunky sneakers trf',\n",
       "  'white sneakers trf',\n",
       "  'combined sneakers trf',\n",
       "  'contrasting sneakers trf',\n",
       "  'sneakers with chunky soles',\n",
       "  'white sneakers',\n",
       "  'sneakers trf',\n",
       "  'textured sneakers trf',\n",
       "  'contrast sneakers'],\n",
       " ['cotton lunch bag',\n",
       "  'lunch bag',\n",
       "  'lunch bag with zip',\n",
       "  'lunch bag trf',\n",
       "  '100% cotton lunch bag',\n",
       "  'lunch bag with handles',\n",
       "  'plain cotton lunch bag',\n",
       "  'soft cotton lunch bag',\n",
       "  'printed lunch bag',\n",
       "  'premium cotton lunch bag'],\n",
       " ['leather loafers',\n",
       "  'leather loafers trf',\n",
       "  'gathered seam leather loafers',\n",
       "  'limited edition leather loafers',\n",
       "  'black leather loafers',\n",
       "  'heeled leather loafers',\n",
       "  'studded loafers trf',\n",
       "  'faux leather loafers',\n",
       "  'loafers with gathered seam',\n",
       "  'loafers with gathered seams'],\n",
       " ['cotton backpack',\n",
       "  'cotton backpack with ears',\n",
       "  'faux shearling backpack',\n",
       "  'quilted backpack',\n",
       "  'faux shearling cotton backpack',\n",
       "  'backpack with ears',\n",
       "  'cotton backpack trf',\n",
       "  'backpack with faux shearling',\n",
       "  'limited edition cotton backpack',\n",
       "  'plush backpack'],\n",
       " ['die-cut flat shoes',\n",
       "  'flat shoes',\n",
       "  'die-cut shoes trf',\n",
       "  'die-cut shoes',\n",
       "  'flat shoes trf',\n",
       "  'die cut flat shoes trf',\n",
       "  'flat shoes with die cut detail',\n",
       "  'flat shoes die-cut',\n",
       "  'die cut flat shoes',\n",
       "  'flat shoes with die cut sole'],\n",
       " ['flat slingback shoes',\n",
       "  'flat slingback shoes trf',\n",
       "  'flat slingback shoes with cage',\n",
       "  'slingback shoes with cage',\n",
       "  'flat slingback shoes with cage straps',\n",
       "  'flat slingback shoes with straps',\n",
       "  'slingback shoes with pointed toes',\n",
       "  'slingback shoes with cage straps',\n",
       "  'slingback shoes with pointed toe',\n",
       "  'slingback shoes'],\n",
       " ['dog crossbody bag',\n",
       "  'faux fur dog crossbody bag',\n",
       "  'dog crossbody bag trf',\n",
       "  'dog faux fur crossbody bag',\n",
       "  'faux fur crossbody bag',\n",
       "  'dog crossbody bag with zip',\n",
       "  'dog-shaped crossbody bag',\n",
       "  'faux dog crossbody bag',\n",
       "  'animal crossbody bag trf',\n",
       "  'animal crossbody bag'],\n",
       " ['animal print leather heeled sandals',\n",
       "  'animal print heeled sandals',\n",
       "  'animal print leather sandals',\n",
       "  'animal print leather high-heel sandals',\n",
       "  'animal print leather kitten heel sandals',\n",
       "  'animal print leather kitten-heel sandals',\n",
       "  'heeled animal print leather sandals',\n",
       "  'animal print heeled sandals trf',\n",
       "  'animal print leather kitten heeled sandals',\n",
       "  'animal print high-heel sandals'],\n",
       " ['leather cowboy flat sandals trf',\n",
       "  'cowboy flat leather sandals trf',\n",
       "  'cowboy leather flat sandals trf',\n",
       "  'flat cowboy leather sandals trf',\n",
       "  'flat cowboy sandals trf',\n",
       "  'flat leather cowboy sandals trf',\n",
       "  'flat leather sandals with buckles',\n",
       "  'flat leather sandals trf',\n",
       "  'flat leather sandals',\n",
       "  'cowboy flat leather sandals'],\n",
       " ['leather high-heel ankle boots trf',\n",
       "  'high-heel leather ankle boots trf',\n",
       "  'leather cowboy heel ankle boots trf',\n",
       "  'leather cowboy ankle boots',\n",
       "  'leather cowboy heel ankle boots',\n",
       "  'leather cowboy high-heel ankle boots trf',\n",
       "  'leather high-heel ankle boots',\n",
       "  'leather cowboy ankle boots trf',\n",
       "  'high-heel leather ankle boots',\n",
       "  'contrast leather high-heel ankle boots trf'],\n",
       " ['animal print leather heeled boots',\n",
       "  'animal print heeled boots',\n",
       "  'leather heeled boots with animal print',\n",
       "  'animal print leather boots',\n",
       "  'animal print leather high-heel boots',\n",
       "  'animal print heeled boots trf',\n",
       "  'heeled leather boots with animal print',\n",
       "  'animal print leather boots trf',\n",
       "  'animal print leather high heel boots',\n",
       "  'heeled boots with animal print'],\n",
       " ['leather high-heel boots trf',\n",
       "  'high heel leather boots trf',\n",
       "  'high-heel leather boots trf',\n",
       "  'high heel boots trf',\n",
       "  'leather high heel boots trf',\n",
       "  'high-heel boots trf',\n",
       "  'leather high-heel boots',\n",
       "  'high-heel boots with platform soles',\n",
       "  'leather high heel boots',\n",
       "  'block high heel boots trf'],\n",
       " ['split suede leather ankle boots',\n",
       "  'brown leather ankle boots',\n",
       "  'leather ankle boots',\n",
       "  'split suede ankle boots',\n",
       "  'brown split suede ankle boots',\n",
       "  'low-cut leather ankle boots',\n",
       "  'brown split suede leather ankle boots',\n",
       "  'split suede ankle boots trf',\n",
       "  'leather ankle boots with seams',\n",
       "  'brown leather ankle boots trf'],\n",
       " ['leather desert boots',\n",
       "  'lace-up desert boots',\n",
       "  'soft leather desert boots',\n",
       "  'soft leather boots',\n",
       "  'desert boots',\n",
       "  'desert boots with eyelets',\n",
       "  'leather desert boots with eyelets',\n",
       "  'leather boots',\n",
       "  'leather boots with eyelets',\n",
       "  'leather desert boots trf'],\n",
       " ['block heel ankle boots trf',\n",
       "  'mid-heel ankle boots trf',\n",
       "  'ankle boots with block heel trf',\n",
       "  'high heel ankle boots trf',\n",
       "  'round heel ankle boots trf',\n",
       "  'high-heel ankle boots trf',\n",
       "  'mid heel ankle boots trf',\n",
       "  'round-heel ankle boots trf',\n",
       "  'ankle boots trf',\n",
       "  'round block heel ankle boots trf'],\n",
       " ['technical high-top sneakers',\n",
       "  'laceless high-top sneakers',\n",
       "  'sock-style sneakers trf',\n",
       "  'high-top sneakers trf',\n",
       "  'black high-top sneakers',\n",
       "  'high-top sneakers',\n",
       "  'sock-style sneakers',\n",
       "  'laceless sneakers',\n",
       "  'black laceless sneakers',\n",
       "  'technical laceless sneakers'],\n",
       " ['camouflage high-top sneakers',\n",
       "  'high-top sneakers',\n",
       "  'contrast high-top sneakers',\n",
       "  'animal print sneakers trf',\n",
       "  'animal print sneakers',\n",
       "  'black high-top sneakers',\n",
       "  'chunky high-top sneakers',\n",
       "  'zara high top sneakers',\n",
       "  'high top sneakers trf',\n",
       "  'animal print high top sneakers'],\n",
       " ['split suede ankle boots trf',\n",
       "  'split suede high heel ankle boots trf',\n",
       "  'split suede high-heel ankle boots',\n",
       "  'leather high-heel ankle boots trf',\n",
       "  'split suede heeled ankle boots trf',\n",
       "  'split suede leather ankle boots trf',\n",
       "  'split suede ankle boots',\n",
       "  'split suede high-heel boots trf',\n",
       "  'split suede block heel ankle boots trf',\n",
       "  'split suede high heel ankle boots'],\n",
       " ['high-heel ankle boots trf',\n",
       "  'high heel ankle boots trf',\n",
       "  'contrast high heel ankle boots trf',\n",
       "  'contrast ankle boots trf',\n",
       "  'high-heel ankle boots',\n",
       "  'contrast high-heel ankle boots',\n",
       "  'block heel ankle boots trf',\n",
       "  'contrast heeled ankle boots trf',\n",
       "  'contrasting high heel ankle boots trf',\n",
       "  'lined ankle boots trf'],\n",
       " ['stretch ankle boots trf',\n",
       "  'heeled ankle boots trf',\n",
       "  'ankle boots trf',\n",
       "  'heeled ankle boots',\n",
       "  'high heel ankle boots trf',\n",
       "  'stretch heeled ankle boots',\n",
       "  'heeled ankle boots with zip',\n",
       "  'black ankle boots trf',\n",
       "  'strappy ankle boots trf',\n",
       "  'flat ankle boots trf'],\n",
       " ['laceless high-top sneakers',\n",
       "  'technical high-top sneakers',\n",
       "  'technical fabric high-top sneakers',\n",
       "  'high-top sneakers',\n",
       "  'technical sneakers',\n",
       "  'high-top sneakers trf',\n",
       "  'technical sock-style sneakers',\n",
       "  'sock-style sneakers trf',\n",
       "  'sock-style sneakers',\n",
       "  'laceless sneakers'],\n",
       " ['soft leather cowboy heel ankle boots trf',\n",
       "  'soft animal print leather ankle boots trf',\n",
       "  'soft animal print leather heeled ankle boots',\n",
       "  'soft leather cowboy ankle boots trf',\n",
       "  'soft leather heeled ankle boots',\n",
       "  'soft animal print ankle boots trf',\n",
       "  'soft leather animal print ankle boots trf',\n",
       "  'soft leather heeled ankle boots trf',\n",
       "  'soft animal print leather ankle boots',\n",
       "  'soft leather cowboy heel ankle boots'],\n",
       " ['high heel shoes trf',\n",
       "  'block heel shoes trf',\n",
       "  'high-heel shoes trf',\n",
       "  'high heel shoes',\n",
       "  'v vamp high heel shoes',\n",
       "  'v vamp shoes trf',\n",
       "  'vamp high heel shoes trf',\n",
       "  'black high heel shoes trf',\n",
       "  'pointed toe shoes trf',\n",
       "  'high heel sneakers trf'],\n",
       " ['sock-style sneakers',\n",
       "  'chunky sole sneakers',\n",
       "  'black sneakers',\n",
       "  'lace-up sneakers',\n",
       "  'black sneakers trf',\n",
       "  'sock sneakers trf',\n",
       "  'multicoloured sneakers',\n",
       "  'contrast sneakers',\n",
       "  'contrast sneakers trf',\n",
       "  'mesh sneakers trf'],\n",
       " ['neon lace-up sneakers',\n",
       "  'monochrome sneakers',\n",
       "  'neon lime green sneakers',\n",
       "  'monochrome sneakers trf',\n",
       "  'monochrome lace-up sneakers',\n",
       "  'neon sneakers',\n",
       "  'neon green sneakers',\n",
       "  'neon sneakers trf',\n",
       "  'lace-up sneakers',\n",
       "  'neon green sneakers trf'],\n",
       " ['lace-up sneakers',\n",
       "  'perforated sneakers',\n",
       "  'black sneakers',\n",
       "  'perforated sneakers trf',\n",
       "  'contrast sneakers',\n",
       "  'sneakers with micro perforation',\n",
       "  'limited edition sneakers',\n",
       "  'contrast sneakers trf',\n",
       "  'black sneakers with eyelets',\n",
       "  'perforated black sneakers'],\n",
       " ['white plimsolls',\n",
       "  'plimsolls with tape',\n",
       "  'plimsolls',\n",
       "  'plimsolls with red tape',\n",
       "  'blue plimsolls',\n",
       "  'plimsolls with tape detail',\n",
       "  'plimsolls with eyelets',\n",
       "  'plimsolls with blue tongue',\n",
       "  'striped plimsolls',\n",
       "  'white plimsolls with tape'],\n",
       " ['vinyl high-heel shoes',\n",
       "  'high-heel shoes with vinyl',\n",
       "  'contrast vinyl high-heel shoes',\n",
       "  'contrast high-heel shoes',\n",
       "  'high-heel shoes trf',\n",
       "  'high-heel shoes',\n",
       "  'high heel shoes with vinyl',\n",
       "  'high heel shoes with transparent vinyl',\n",
       "  'high heel shoes with vinyl detail',\n",
       "  'vinyl high heel shoes trf'],\n",
       " ['chunky sole sneakers',\n",
       "  'white sneakers',\n",
       "  'chunky sneakers',\n",
       "  'white chunky sole sneakers',\n",
       "  'sneakers with embossed detail',\n",
       "  'chunky sneakers trf',\n",
       "  'embossed sneakers',\n",
       "  'sneakers with contrast heel',\n",
       "  'sneakers with chunky sole',\n",
       "  'sneakers with black trims'],\n",
       " ['leather plimsolls',\n",
       "  'white leather plimsolls',\n",
       "  'white plimsolls',\n",
       "  'plimsolls',\n",
       "  'grey leather plimsolls',\n",
       "  'black leather plimsolls',\n",
       "  'premium leather plimsolls',\n",
       "  'flat leather plimsolls',\n",
       "  'monochrome leather plimsolls',\n",
       "  'soft leather plimsolls'],\n",
       " ['leather plimsolls',\n",
       "  'split suede plimsolls',\n",
       "  'black leather plimsolls',\n",
       "  'black plimsolls',\n",
       "  'plimsolls',\n",
       "  'monochrome leather plimsolls',\n",
       "  'flat leather plimsolls',\n",
       "  'premium leather plimsolls',\n",
       "  'contrast leather plimsolls',\n",
       "  'plimsolls trf'],\n",
       " ['slingback kitten heel sandals trf',\n",
       "  'slingback heels trf',\n",
       "  'slingback kitten heel heels trf',\n",
       "  'slingback kitten heels trf',\n",
       "  'kitten heel slingback heels trf',\n",
       "  'slingback kitten heel shoes trf',\n",
       "  'strappy slingback heels trf',\n",
       "  'kitten heel slingbacks trf',\n",
       "  'kitten heel slingback shoes trf',\n",
       "  'slingback heels'],\n",
       " ['animal print leather high heel shoes',\n",
       "  'animal print leather high-heel shoes',\n",
       "  'leather high heel shoes',\n",
       "  'animal print high heel shoes trf',\n",
       "  'animal print high heel shoes',\n",
       "  'leather high heel shoes trf',\n",
       "  'animal print leather shoes',\n",
       "  'leather high-heel shoes',\n",
       "  'leather high-heel shoes trf',\n",
       "  'animal print leather shoes trf'],\n",
       " ['high-heel shoes with bow trf',\n",
       "  'striped high-heel shoes trf',\n",
       "  'high-heel shoes trf',\n",
       "  'maxi bow high-heel shoes trf',\n",
       "  'metallic high-heel shoes trf',\n",
       "  'animal print high-heel shoes trf',\n",
       "  'high-heel shoes with bows trf',\n",
       "  'striped high-heel shoes with bow',\n",
       "  'high-heel shoes with bow',\n",
       "  'striped kitten heels trf'],\n",
       " ['embossed sneakers',\n",
       "  'embossed laceless sneakers',\n",
       "  'laceless sneakers',\n",
       "  'sneakers with embossed detail',\n",
       "  'embossed sneakers trf',\n",
       "  'lace-up sneakers',\n",
       "  'embossed heeled sneakers',\n",
       "  'sneakers with embossed details',\n",
       "  'white laceless sneakers',\n",
       "  'embossed laceless shoes'],\n",
       " ['blue sneakers',\n",
       "  'blue lace-up sneakers',\n",
       "  'lace-up sneakers',\n",
       "  'blue sneakers trf',\n",
       "  'contrast sneakers',\n",
       "  'zw premium blue sneakers',\n",
       "  'sneakers with micro detail',\n",
       "  'six-eyelet sneakers',\n",
       "  'blue sneakers with micro detail',\n",
       "  'contrast lace-up sneakers'],\n",
       " ['white plimsolls',\n",
       "  'plimsolls',\n",
       "  'plimsolls with eyelets',\n",
       "  'padded plimsolls',\n",
       "  'plimsolls with red eyelets',\n",
       "  'plimsolls with red soles',\n",
       "  'plimsolls with blue soles',\n",
       "  'plimsolls with six eyelets',\n",
       "  'blue plimsolls',\n",
       "  'plimsolls with contrast soles'],\n",
       " ['white plimsolls',\n",
       "  'plimsolls with graphic print',\n",
       "  'two-tone plimsolls',\n",
       "  'contrast plimsolls',\n",
       "  'monochrome plimsolls',\n",
       "  'plimsolls with eyelets',\n",
       "  'plimsolls',\n",
       "  'plimsolls with metallic eyelets',\n",
       "  'plimsolls with black eyelets',\n",
       "  'black plimsolls'],\n",
       " ['trekking sneakers',\n",
       "  'contrast sneakers',\n",
       "  'sneakers with track soles',\n",
       "  'two-tone sneakers',\n",
       "  'lace-up sneakers',\n",
       "  'contrasting sneakers',\n",
       "  'chunky sneakers',\n",
       "  'sneakers',\n",
       "  'multicoloured sneakers',\n",
       "  'blue mesh sneakers'],\n",
       " ['plimsoll sneakers',\n",
       "  'white plimsoll sneakers',\n",
       "  'soft plimsoll sneakers',\n",
       "  'soft plimsolls',\n",
       "  'plimsolls',\n",
       "  'plimsoll-style sneakers',\n",
       "  'white plimsolls',\n",
       "  'plimsoll sneakers with soft soles',\n",
       "  'plimsoll sneakers with soft sole',\n",
       "  'soft plimsolls trf'],\n",
       " ['retro sneakers',\n",
       "  'white sneakers',\n",
       "  'lace-up sneakers',\n",
       "  'retro-inspired sneakers',\n",
       "  'contrast sneakers',\n",
       "  'retro sneakers trf',\n",
       "  'retro-style sneakers',\n",
       "  'sneakers with mesh',\n",
       "  'white retro sneakers',\n",
       "  'white sneakers with mesh'],\n",
       " ['lace-up plimsolls',\n",
       "  'plimsolls',\n",
       "  'lace plimsolls',\n",
       "  'plimsolls with micro perforation',\n",
       "  'plimsolls with eyelets',\n",
       "  'plimsolls with micro detail',\n",
       "  'plimsolls trf',\n",
       "  'contrast plimsolls',\n",
       "  'embroidered plimsolls',\n",
       "  'printed plimsolls'],\n",
       " ['soft leather mules trf',\n",
       "  'soft leather mid-heel mules',\n",
       "  'block heel leather mules trf',\n",
       "  'leather mules with block heel trf',\n",
       "  'leather mid-heel mules trf',\n",
       "  'soft leather high heel mules trf',\n",
       "  'soft leather mules with block heel',\n",
       "  'soft leather mules',\n",
       "  'soft leather heeled mules trf',\n",
       "  'block heel mules trf'],\n",
       " ['lace-up sneakers',\n",
       "  'faux nubuck sneakers',\n",
       "  'beige sneakers',\n",
       "  'contrast sneakers',\n",
       "  'textured sneakers',\n",
       "  'embossed sneakers',\n",
       "  'limited edition sneakers',\n",
       "  'high-top sneakers',\n",
       "  'limited edition beige sneakers',\n",
       "  'sneakers with micro detail'],\n",
       " ['criss-cross mules trf',\n",
       "  'criss-cross straps mules trf',\n",
       "  'criss-cross strap mules trf',\n",
       "  'mid-heel mules trf',\n",
       "  'criss-cross strappy mules trf',\n",
       "  'criss-cross heel mules trf',\n",
       "  'gold mid-heel mules trf',\n",
       "  'strappy mules trf',\n",
       "  'criss-cross mule mules trf',\n",
       "  'gold criss-cross mules trf'],\n",
       " ['sneakers with graphic print',\n",
       "  'sneakers with metallic eyelets',\n",
       "  'sneakers with gold eyelets',\n",
       "  'white sneakers',\n",
       "  'graphic sneakers',\n",
       "  'contrast sneakers',\n",
       "  'two-tone sneakers',\n",
       "  'sneakers with contrast sole',\n",
       "  'white sneakers with eyelets',\n",
       "  'metallic sneakers'],\n",
       " ['monochrome plimsoll sneakers',\n",
       "  'monochrome plimsolls',\n",
       "  'plimsoll sneakers',\n",
       "  'plimsoll sneakers with lettering',\n",
       "  'monochrome plimsoll',\n",
       "  'monochrome sneakers',\n",
       "  'contrast plimsoll sneakers',\n",
       "  'plimsoll sneakers with letters',\n",
       "  'plimsoll-style sneakers',\n",
       "  'monochrome plimsoll shoes'],\n",
       " ['laceless sneakers',\n",
       "  'braided laceless sneakers',\n",
       "  'embossed laceless sneakers',\n",
       "  'white laceless sneakers',\n",
       "  'braided sneakers',\n",
       "  'sneakers with braided detail',\n",
       "  'embossed sneakers',\n",
       "  'lace-up sneakers',\n",
       "  'sneakers with braided upper',\n",
       "  'embroidered laceless sneakers'],\n",
       " ['lace-up plimsolls',\n",
       "  'plimsolls',\n",
       "  'multi-piece plimsolls',\n",
       "  'multipiece plimsolls',\n",
       "  'contrast plimsolls',\n",
       "  'limited edition plimsolls',\n",
       "  'plimsolls with micro detail',\n",
       "  'plimsolls trf',\n",
       "  'plimsolls with contrast sole',\n",
       "  'plimsolls with micro perforation'],\n",
       " ['animal print heeled sandals trf',\n",
       "  'animal print high heel sandals trf',\n",
       "  'animal print heeled sandals',\n",
       "  'heeled animal print sandals trf',\n",
       "  'heeled vinyl sandals with animal print',\n",
       "  'snakeskin high-heel sandals trf',\n",
       "  'snakeskin heeled sandals trf',\n",
       "  'vinyl heeled sandals with animal print',\n",
       "  'animal print sandals trf',\n",
       "  'animal print high-heel sandals'],\n",
       " ['transparent sandals trf',\n",
       "  'sandals with vinyl strap',\n",
       "  'vinyl sandals trf',\n",
       "  'sandals with transparent strap',\n",
       "  'strappy sandals trf',\n",
       "  'vinyl sandals',\n",
       "  'lined sandals trf',\n",
       "  'transparent sandals',\n",
       "  'flat sandals trf',\n",
       "  'coral sandals trf'],\n",
       " ['multicoloured sneakers',\n",
       "  'lace-up sneakers',\n",
       "  'contrast sneakers',\n",
       "  'split suede sneakers',\n",
       "  'sneakers with track soles',\n",
       "  'high-top sneakers',\n",
       "  'technical sneakers',\n",
       "  'contrast sneakers trf',\n",
       "  'multi-coloured sneakers',\n",
       "  'nylon and leather sneakers'],\n",
       " ['contrast sneakers',\n",
       "  'contrasting sneakers',\n",
       "  'sneakers with contrast materials',\n",
       "  'contrast sneakers trf',\n",
       "  'lace-up sneakers',\n",
       "  'sneakers with contrasting materials',\n",
       "  'white sneakers',\n",
       "  'sneakers with contrast details',\n",
       "  'sneakers with contrasting details',\n",
       "  'contrasting sneakers trf'],\n",
       " ['multi-way crossbody bag',\n",
       "  'crossbody bag with chain strap',\n",
       "  'crossbody bag with chain',\n",
       "  'crossbody bag',\n",
       "  'multi-strap crossbody bag',\n",
       "  'crossbody bag trf',\n",
       "  'crossbody bag with hardware',\n",
       "  'chain crossbody bag trf',\n",
       "  'multi-way belt bag',\n",
       "  'crossbody bag with chains'],\n",
       " ['leather monk shoes',\n",
       "  'natural leather monk shoes',\n",
       "  'leather monk shoes with buckles',\n",
       "  'monk shoes',\n",
       "  'monk shoes with buckles',\n",
       "  'leather monk shoes trf',\n",
       "  'faux leather monk shoes',\n",
       "  'limited edition leather monk shoes',\n",
       "  'leather monk shoes with buckle',\n",
       "  'leather shoes with buckles'],\n",
       " ['oxford shoes',\n",
       "  'oxford shoes with seams',\n",
       "  'classic oxford shoes',\n",
       "  'oxford shoes trf',\n",
       "  'limited edition oxford shoes',\n",
       "  'plain oxford shoes',\n",
       "  'z1975 oxford shoes',\n",
       "  'basic oxford shoes',\n",
       "  'oxfords',\n",
       "  'flat oxford shoes'],\n",
       " ['embossed oxford shoes',\n",
       "  'oxford shoes with embossed detail',\n",
       "  'embossed oxfords',\n",
       "  'embossed oxford shoes trf',\n",
       "  'oxford shoes',\n",
       "  'oxford shoes with embossed details',\n",
       "  'embossed heeled oxford shoes',\n",
       "  'zw premium oxford shoes',\n",
       "  'embossed shoes',\n",
       "  'pointed toes oxford shoes'],\n",
       " ['smart brown oxford shoes',\n",
       "  'brown oxford shoes',\n",
       "  'smart brown oxfords',\n",
       "  'smart oxford shoes',\n",
       "  'smart leather oxford shoes',\n",
       "  'embossed smart brown oxford shoes',\n",
       "  'smart brown leather oxford shoes',\n",
       "  'oxford shoes with braided detail',\n",
       "  'smart brown shoes',\n",
       "  'embossed smart oxford shoes'],\n",
       " ['leather oxford brogues',\n",
       "  'leather brogues',\n",
       "  'leather oxfords',\n",
       "  'broguing leather brogues',\n",
       "  'broguing oxford brogues',\n",
       "  'leather oxford brogues trf',\n",
       "  'broguised leather brogues',\n",
       "  'oxford brogues',\n",
       "  'brogued leather brogues',\n",
       "  'broguing leather oxfords'],\n",
       " ['soft leather shoes',\n",
       "  'split suede leather shoes',\n",
       "  'soft leather derby shoes',\n",
       "  'leather shoes',\n",
       "  'leather derby shoes',\n",
       "  'leather shoes with seams',\n",
       "  'soft suede leather shoes',\n",
       "  'beige leather shoes',\n",
       "  'suede leather shoes',\n",
       "  'beige leather derby shoes'],\n",
       " ['animal print sneakers trf',\n",
       "  'animal print sneakers',\n",
       "  'contrast sneakers trf',\n",
       "  'sneakers with animal print',\n",
       "  'chunky sole sneakers trf',\n",
       "  'contrast sneakers with animal print',\n",
       "  'contrast sneakers',\n",
       "  'contrasting sneakers trf',\n",
       "  'lace-up sneakers',\n",
       "  'white sneakers with animal print'],\n",
       " ['rubber-effect sneakers',\n",
       "  'sock-style sneakers',\n",
       "  'rubber sock-style sneakers',\n",
       "  'rubber sneakers',\n",
       "  'rubber sock sneakers',\n",
       "  'sock-style rubber sneakers',\n",
       "  'sock sneakers',\n",
       "  'rubber-effect sock sneakers',\n",
       "  'rubber sneakers with embossed detail',\n",
       "  'embossed sock-style sneakers'],\n",
       " ['sporty oxford shoes',\n",
       "  'brown sporty oxford shoes',\n",
       "  'sporty shoes',\n",
       "  'sporty oxfords',\n",
       "  'brown sporty shoes',\n",
       "  'sporty oxford shoes trf',\n",
       "  'sporty oxford shoes with seams',\n",
       "  'brown sporty oxfords',\n",
       "  'brown oxford shoes',\n",
       "  'sporty shoes with coloured soles'],\n",
       " ['split suede leather shoes',\n",
       "  'sporty leather shoes',\n",
       "  'split suede shoes',\n",
       "  'split suede derby shoes',\n",
       "  'leather derby shoes',\n",
       "  'leather shoes',\n",
       "  'derby leather shoes',\n",
       "  'sporty shoes',\n",
       "  'sporty split suede shoes',\n",
       "  'split suede sports shoes'],\n",
       " ['animal print ballerinas trf',\n",
       "  'animal print ballerinas',\n",
       "  'leopard print ballerinas trf',\n",
       "  'leopard print ballerinas',\n",
       "  'animal print animal print ballerinas',\n",
       "  'animal print leopard ballerinas trf',\n",
       "  'animal print leopard print ballerinas',\n",
       "  'animal print ballets trf',\n",
       "  'animal print heeled ballerinas',\n",
       "  'animal print leopard ballerinas'],\n",
       " ['black sneakers',\n",
       "  'sneakers with metallic eyelets',\n",
       "  'metallic eyelets sneakers',\n",
       "  'sneakers with black eyelets',\n",
       "  'black sneakers trf',\n",
       "  'lace-up sneakers',\n",
       "  'black sneakers with eyelets',\n",
       "  'metallic sneakers',\n",
       "  'sneakers with black laces',\n",
       "  'metallic eyelets black sneakers'],\n",
       " ['leather loafers',\n",
       "  'leather loafers with seams',\n",
       "  'leather loafers with appliqué',\n",
       "  'leather loafers trf',\n",
       "  'black leather loafers',\n",
       "  'soft leather loafers',\n",
       "  'limited edition leather loafers',\n",
       "  'embossed leather loafers',\n",
       "  'leather loafers with seam',\n",
       "  'loafers with metal appliqué'],\n",
       " ['flat sandals trf',\n",
       "  'flat braided sandals trf',\n",
       "  'braided flat sandals trf',\n",
       "  'flat gold sandals trf',\n",
       "  'flat sandals with braided straps',\n",
       "  'braided flat gold sandals trf',\n",
       "  'flat sandals',\n",
       "  'flat braided sandals',\n",
       "  'flat strap sandals trf',\n",
       "  'flat gold sandals'],\n",
       " ['soft leather loafers',\n",
       "  'brown leather loafers',\n",
       "  'leather loafers',\n",
       "  'leather slingback loafers',\n",
       "  'leather loafers trf',\n",
       "  'metallic leather loafers',\n",
       "  'loafers with metallic insoles',\n",
       "  'slingback leather loafers',\n",
       "  'brown slingback loafers',\n",
       "  'soft brown leather loafers'],\n",
       " ['black loafers',\n",
       "  'zara loafers',\n",
       "  'loafers with penny strap',\n",
       "  'black loafers trf',\n",
       "  'penny strap loafers',\n",
       "  'loafers',\n",
       "  'loafers trf',\n",
       "  'zw premium loafers',\n",
       "  'zara light loafers',\n",
       "  'loafers with track soles'],\n",
       " ['canvas loafers',\n",
       "  'canvas loafers with tassels',\n",
       "  'canvas loafers with tassel',\n",
       "  'canvas loafers with fringing',\n",
       "  'canvas loafers trf',\n",
       "  'loafers with tassels',\n",
       "  'fringed canvas loafers',\n",
       "  'tassel loafers',\n",
       "  'limited edition canvas loafers',\n",
       "  'loafers with tassel trims'],\n",
       " ['beaded mini crossbody bag',\n",
       "  'mini beaded crossbody bag',\n",
       "  'beaded mini crossbody bag trf',\n",
       "  'mini beaded crossbody bag trf',\n",
       "  'mini crossbody bag',\n",
       "  'beaded kiss-lock crossbody bag',\n",
       "  'limited edition beaded mini crossbody bag',\n",
       "  'beaded crossbody bag',\n",
       "  'mini crossbody bag with beaded detail',\n",
       "  'mini crossbody bag with beaded details'],\n",
       " ['studded leather driving shoes',\n",
       "  'split suede leather driving shoes',\n",
       "  'embossed leather driving shoes',\n",
       "  'blue leather driving shoes',\n",
       "  'leather driving shoes',\n",
       "  'studded leather shoes',\n",
       "  'split suede driving shoes',\n",
       "  'leather shoes with embossed detail',\n",
       "  'split suede leather shoes',\n",
       "  'leather driving shoes with bow'],\n",
       " ['split suede leather driving shoes',\n",
       "  'leather driving shoes with studs',\n",
       "  'leather driving shoes',\n",
       "  'split suede driving shoes',\n",
       "  'studded leather driving shoes',\n",
       "  'leather shoes with studs',\n",
       "  'split suede leather shoes',\n",
       "  'leather driving shoes with bow',\n",
       "  'studded leather shoes',\n",
       "  'driving shoes with studs'],\n",
       " ['criss-cross leather sandals',\n",
       "  'criss-cross sandals trf',\n",
       "  'leather sandals trf',\n",
       "  'leather sandals',\n",
       "  'criss-cross strap leather sandals',\n",
       "  'criss-cross straps leather sandals',\n",
       "  'criss-cross strap sandals',\n",
       "  'criss-cross sandals',\n",
       "  'strappy sandals trf',\n",
       "  'criss cross strap sandals trf'],\n",
       " ['braided loafers',\n",
       "  'braided loafers trf',\n",
       "  'black loafers',\n",
       "  'loafers with braided detail',\n",
       "  'loafers with braided effect',\n",
       "  'black loafers trf',\n",
       "  'braided loafer',\n",
       "  'loafers trf',\n",
       "  'loafers',\n",
       "  'limited edition braided loafers'],\n",
       " ['chunky pool sandals',\n",
       "  'rubber pool sandals',\n",
       "  'chunky rubber pool sandals',\n",
       "  'wide strap pool sandals',\n",
       "  'chunky sole pool sandals',\n",
       "  'chunky soles pool sandals',\n",
       "  'chunky sandals trf',\n",
       "  'chunky rubber sandals',\n",
       "  'rubber sandals',\n",
       "  'chunky sandals'],\n",
       " ['zara slide pool sandals',\n",
       "  'slide pool sandals',\n",
       "  'rubber slide pool sandals',\n",
       "  'zara pool sandals',\n",
       "  'zara sandals',\n",
       "  'rubber pool sandals',\n",
       "  'zara slides',\n",
       "  'rubber sandals',\n",
       "  'slide pool sandals trf',\n",
       "  'wide strap slide pool sandals'],\n",
       " ['leather espadrilles',\n",
       "  'split suede espadrilles',\n",
       "  'split suede leather espadrilles',\n",
       "  'leather espadrilles trf',\n",
       "  'beige leather espadrilles',\n",
       "  'suede leather espadrilles',\n",
       "  'suede espadrilles',\n",
       "  'jute espadrilles',\n",
       "  'jute leather espadrilles',\n",
       "  'leather espadrilles with jute'],\n",
       " ['rubber pool slide sandals',\n",
       "  'rubber sandals',\n",
       "  'pool slide sandals',\n",
       "  'rubber swimming sandals',\n",
       "  'contrast pool slide sandals',\n",
       "  'rubber sandals trf',\n",
       "  'neoprene pool slide sandals',\n",
       "  'contrasting pool slide sandals',\n",
       "  'rubber pool slides',\n",
       "  'rubber slide sandals'],\n",
       " ['flat sandals trf',\n",
       "  'flat sandals',\n",
       "  'strappy sandals trf',\n",
       "  'strappy sandals',\n",
       "  'wide strap sandals',\n",
       "  'sandals with flat soles',\n",
       "  'v-shaped sandals',\n",
       "  'brown sandals trf',\n",
       "  'sandals trf',\n",
       "  'brown sandals'],\n",
       " ['flat leather shoes',\n",
       "  'leather flat shoes',\n",
       "  'flat leather shoes trf',\n",
       "  'high-cut leather flat shoes',\n",
       "  'flat leather shoes with decorative piece',\n",
       "  'leather flat shoes with decorative piece',\n",
       "  'leather flat shoes trf',\n",
       "  'flat leather shoes with decorative detail',\n",
       "  'leather flat shoes with decorative detail',\n",
       "  'high heel leather shoes trf'],\n",
       " ['criss-cross platform sandals trf',\n",
       "  'high-heel sandals trf',\n",
       "  'high heel sandals trf',\n",
       "  'platform high-heel sandals trf',\n",
       "  'criss-cross sandals trf',\n",
       "  'platform high heel sandals trf',\n",
       "  'high-heel platform sandals trf',\n",
       "  'gold high-heel sandals trf',\n",
       "  'platform sandals trf',\n",
       "  'strappy platform sandals trf'],\n",
       " ['glitter boots',\n",
       "  'glittery boots',\n",
       "  'boots with glitter stars',\n",
       "  'glitter star boots',\n",
       "  'vinyl boots with glitter',\n",
       "  'boots with glitter star',\n",
       "  'boots with glitter detail',\n",
       "  'boots with glitter',\n",
       "  'glitter boots trf',\n",
       "  'sparkly boots'],\n",
       " ['contrast boots',\n",
       "  'boots with contrast slogan',\n",
       "  'boots with slogan',\n",
       "  'boots with slogan detail',\n",
       "  'boots with contrasting slogan',\n",
       "  'contrast slogan boots',\n",
       "  'contrasting boots',\n",
       "  'combined boots',\n",
       "  'boot with contrast slogan',\n",
       "  'boot with slogan detail'],\n",
       " ['studded ankle boots',\n",
       "  'studded ankle boots trf',\n",
       "  'studded cotton ankle boots',\n",
       "  'studded leather ankle boots',\n",
       "  'ankle boots with studded soles',\n",
       "  'studded ankle boots with elastic',\n",
       "  'studded heeled ankle boots',\n",
       "  'studded ankle boots with tabs',\n",
       "  'ankle boots with studded detail',\n",
       "  'cotton studded ankle boots'],\n",
       " ['leather high-heel ankle boots',\n",
       "  'leather high heel ankle boots trf',\n",
       "  'block heel leather ankle boots trf',\n",
       "  'leather high heel ankle boots',\n",
       "  'high-heel leather ankle boots',\n",
       "  'high heel leather ankle boots trf',\n",
       "  'block heel leather ankle boots',\n",
       "  'leather ankle boots with block heel',\n",
       "  'high heel leather ankle boots',\n",
       "  'faux leather high-heel ankle boots'],\n",
       " ['mickey mouse boots',\n",
       "  'mickey mouse boots trf',\n",
       "  'mickey mouse print boots',\n",
       "  'mickey mouse boot',\n",
       "  'mickey mouse boots with lining',\n",
       "  'boots with mickey mouse print',\n",
       "  'mickey mouse patent boots',\n",
       "  'mickey mouse boots with laces',\n",
       "  'mickey mouse mickey mouse boots',\n",
       "  'mickey mouse bootie'],\n",
       " ['boots with contrast soles',\n",
       "  'contrast boots',\n",
       "  'faux fur lined boots',\n",
       "  'lined boots',\n",
       "  'contrast-coloured boots',\n",
       "  'boots with track soles',\n",
       "  'faux fur boots',\n",
       "  'contrast track boots',\n",
       "  'contrast lined boots',\n",
       "  'boots with contrasting soles'],\n",
       " ['boots with contrast soles',\n",
       "  'contrast boots',\n",
       "  'faux fur lined boots',\n",
       "  'lined boots',\n",
       "  'contrast-coloured boots',\n",
       "  'boots with track soles',\n",
       "  'faux fur boots',\n",
       "  'contrast track boots',\n",
       "  'contrast lined boots',\n",
       "  'boots with contrasting soles'],\n",
       " ['patent finish kitten heel shoes trf',\n",
       "  'patent finish kitten heel shoes',\n",
       "  'mesh kitten heel shoes trf',\n",
       "  'kitten heel shoes with mesh',\n",
       "  'kitten heel shoes with mesh trf',\n",
       "  'patent finish kitten heel shoes with mesh',\n",
       "  'kitten heel shoes trf',\n",
       "  'patent finish kitten heels trf',\n",
       "  'mesh kitten heel shoes',\n",
       "  'kitten heel shoes with mesh detail'],\n",
       " ['asymmetric high-heel shoes trf',\n",
       "  'asymmetric high-heel shoes',\n",
       "  'pleated high-heel shoes trf',\n",
       "  'asymmetric metallic high-heel shoes trf',\n",
       "  'metallic high-heel shoes trf',\n",
       "  'asymmetric silver high-heel shoes trf',\n",
       "  'metallic high-heel shoes',\n",
       "  'asymmetric high heel shoes trf',\n",
       "  'pleated high-heel shoes',\n",
       "  'pleated metallic high-heel shoes trf'],\n",
       " ['embossed backpack',\n",
       "  'embossed grainy backpack',\n",
       "  'smart urban backpack',\n",
       "  'backpack with embossed texture',\n",
       "  'embossed traveller backpack',\n",
       "  'textured backpack',\n",
       "  'embossed textured backpack',\n",
       "  'embossed texture backpack',\n",
       "  'smart-urban backpack',\n",
       "  'embossed smart urban backpack'],\n",
       " ['multicoloured high-heel sandals',\n",
       "  'iridescent high-heel sandals',\n",
       "  'multicoloured strappy sandals trf',\n",
       "  'iridescent high heel sandals trf',\n",
       "  'high-heel sandals trf',\n",
       "  'multicoloured high heel sandals',\n",
       "  'metallic high-heel sandals',\n",
       "  'strappy sandals trf',\n",
       "  'high-heel sandals',\n",
       "  'multicoloured sandals trf'],\n",
       " ['animal print high-heel sandals trf',\n",
       "  'animal print platform sandals trf',\n",
       "  'animal print high-heel sandals',\n",
       "  'animal print high heel sandals trf',\n",
       "  'animal print sandals trf',\n",
       "  'multicoloured high-heel sandals trf',\n",
       "  'animal print high heeled sandals trf',\n",
       "  'animal print platform sandals',\n",
       "  'animal print heeled sandals trf',\n",
       "  'animal print strappy sandals trf'],\n",
       " ['monochrome briefcase',\n",
       "  'smart briefcase',\n",
       "  'monochrome briefcase bag',\n",
       "  'briefcase',\n",
       "  'smart monochrome briefcase',\n",
       "  'briefcase with pockets',\n",
       "  'monochrome suitcase',\n",
       "  'black briefcase',\n",
       "  'smart briefcase bag',\n",
       "  'monochrome suitcase bag'],\n",
       " ['animal print sneakers trf',\n",
       "  'animal print sneakers',\n",
       "  'sneakers with animal print',\n",
       "  'chunky sole sneakers trf',\n",
       "  'contrast sneakers trf',\n",
       "  'white sneakers with animal print',\n",
       "  'contrast sneakers',\n",
       "  'chunky sole sneakers',\n",
       "  'contrast sneakers with animal print',\n",
       "  'combined sneakers trf'],\n",
       " ['animal print sneakers trf',\n",
       "  'animal print sneakers',\n",
       "  'technical sneakers with animal print',\n",
       "  'sneakers with animal print',\n",
       "  'animal sneakers trf',\n",
       "  'animal print technical sneakers',\n",
       "  'animal print trainers trf',\n",
       "  'sporty sneakers with animal print',\n",
       "  'technical sneakers trf',\n",
       "  'contrast sneakers trf'],\n",
       " ['split suede sneakers trf',\n",
       "  'split suede sneakers',\n",
       "  'split suede leather sneakers',\n",
       "  'braided leather sneakers trf',\n",
       "  'leather sneakers trf',\n",
       "  'leather sneakers with braided detail',\n",
       "  'leather sneakers',\n",
       "  'braided leather sneakers',\n",
       "  'suede sneakers trf',\n",
       "  'split suede shoes trf'],\n",
       " ['animal print trainers trf',\n",
       "  'animal print leather trainers trf',\n",
       "  'animal print leather trainers',\n",
       "  'animal print trainers',\n",
       "  'leather animal print trainers trf',\n",
       "  'animal print leather sneakers trf',\n",
       "  'leather trainers with animal print',\n",
       "  'leather trainers trf',\n",
       "  'contrast leather trainers trf',\n",
       "  'contrast animal print trainers trf'],\n",
       " ['animal print leather trainers trf',\n",
       "  'animal print leather trainers',\n",
       "  'split suede trainers with animal print',\n",
       "  'split suede trainers with metallic trim',\n",
       "  'animal print split suede trainers',\n",
       "  'split suede trainers',\n",
       "  'split suede trainers trf',\n",
       "  'animal print trainers trf',\n",
       "  'metallic split suede trainers trf',\n",
       "  'leather trainers with animal print'],\n",
       " ['animal print trainers trf',\n",
       "  'animal print trainers',\n",
       "  'animal trainers trf',\n",
       "  'trainers with animal print',\n",
       "  'animal print sneakers trf',\n",
       "  'lace-up trainers',\n",
       "  'animal trainers',\n",
       "  'animal print sneakers',\n",
       "  'trainers with animal print detail',\n",
       "  'sneakers with animal print'],\n",
       " ['animal print mini city bag',\n",
       "  'animal print city bag',\n",
       "  'mini city bag',\n",
       "  'mini city bag trf',\n",
       "  'city bag with animal print',\n",
       "  'mini city bag with chain',\n",
       "  'limited edition mini city bag',\n",
       "  'mini animal print city bag',\n",
       "  'animal print mini city handbag',\n",
       "  'animal city bag trf'],\n",
       " ['tubular crossbody bag',\n",
       "  'tubular crossbody bag trf',\n",
       "  'tubular crossbody bag with zip',\n",
       "  'tubular crossbody bag with compartments',\n",
       "  'tubular bag trf',\n",
       "  'tubular black crossbody bag',\n",
       "  'black tubular crossbody bag',\n",
       "  'tubular messenger bag trf',\n",
       "  'tubular crossbody bag with pockets',\n",
       "  'crossbody bag trf'],\n",
       " ['velvet ballerinas',\n",
       "  'velvet ballerinas with buckles',\n",
       "  'ballerinas with buckles',\n",
       "  'velvet ballerinas trf',\n",
       "  'velvet ballerinas with buckle',\n",
       "  'studded velvet ballerinas',\n",
       "  'ballerinas',\n",
       "  'bejewelled ballerinas',\n",
       "  'ballerinas with cross straps',\n",
       "  'ballerinas trf'],\n",
       " ['slingback ballerinas trf',\n",
       "  'slingback ballerinas',\n",
       "  'green slingback ballerinas trf',\n",
       "  'strappy slingback ballerinas trf',\n",
       "  'green slingback ballerinas',\n",
       "  'slingback ballet flats trf',\n",
       "  'slingbacks with pointed toes',\n",
       "  'soft slingback ballerinas trf',\n",
       "  'ballerinas trf',\n",
       "  'ankle slingback ballerinas trf'],\n",
       " ['monochrome mini crossbody bag',\n",
       "  'monochrome mini crossbody bag trf',\n",
       "  'mini crossbody bag',\n",
       "  'monochrome crossbody bag trf',\n",
       "  'mini crossbody bag trf',\n",
       "  'monochrome crossbody bag',\n",
       "  'mini crossbody bag with zips',\n",
       "  'square-cut mini crossbody bag',\n",
       "  'monochrome mini crossbody bag with pockets',\n",
       "  'mini crossbody bag with pockets'],\n",
       " ['flat sandals trf',\n",
       "  'asymmetric flat sandals trf',\n",
       "  'flat sandals with criss-cross straps',\n",
       "  'flat sandals with buckle trf',\n",
       "  'criss-cross flat sandals trf',\n",
       "  'flat sandals with asymmetric straps trf',\n",
       "  'flat criss-cross sandals trf',\n",
       "  'flat sandals with criss straps trf',\n",
       "  'flat sandals with straps trf',\n",
       "  'flat ankle strap sandals trf'],\n",
       " ['flat sandals trf',\n",
       "  'flat sandals with vinyl straps',\n",
       "  'flat sandals',\n",
       "  'flat vinyl sandals trf',\n",
       "  'transparent flat sandals trf',\n",
       "  'flat sandals with vinyl strap',\n",
       "  'flat sandals with tubular straps',\n",
       "  'vinyl flat sandals trf',\n",
       "  'tubular flat sandals trf',\n",
       "  'flat sandal trf'],\n",
       " ['unicorn slippers',\n",
       "  'unicorn faux fur slippers',\n",
       "  'unicorn slippers trf',\n",
       "  'unicorn house slippers',\n",
       "  'unicorn-shaped slippers',\n",
       "  'unicorn plush slippers',\n",
       "  'faux fur unicorn slippers',\n",
       "  'plush unicorn slippers',\n",
       "  'faux unicorn slippers',\n",
       "  'house slippers with unicorn'],\n",
       " ['canvas tote bag',\n",
       "  'canvas tote bag trf',\n",
       "  'canvas tote bag with slogan',\n",
       "  'canvas tote bag with zip',\n",
       "  'natural canvas tote bag',\n",
       "  'canvas tote bag with handles',\n",
       "  'limited edition canvas tote bag',\n",
       "  'tote bag with slogan',\n",
       "  'contrast canvas tote bag',\n",
       "  'canvas tote bag with slogans'],\n",
       " ['flat mules trf',\n",
       "  'flat mules with bow',\n",
       "  'jute flat mules trf',\n",
       "  'contrast flat mules trf',\n",
       "  'bow mules trf',\n",
       "  'flat mules with bow detail',\n",
       "  'flat mules with bows',\n",
       "  'contrast mules trf',\n",
       "  'flat mules',\n",
       "  'flat mules with jute soles'],\n",
       " ['rubberised smartphone protection case',\n",
       "  'rubberised smartphone case',\n",
       "  'rubberised mobile phone case',\n",
       "  'rubberised smartphone protective case',\n",
       "  'rubberised case',\n",
       "  'rubberised iphone case',\n",
       "  'rubberised iphone protection case',\n",
       "  'rubberised phone case',\n",
       "  'rubberised iphone protective case',\n",
       "  'rubberised phone protection case'],\n",
       " ['vinyl mini crossbody bag',\n",
       "  'mini vinyl crossbody bag',\n",
       "  'transparent vinyl mini crossbody bag',\n",
       "  'mini crossbody bag',\n",
       "  'transparent mini crossbody bag',\n",
       "  'vinyl crossbody bag',\n",
       "  'translucent vinyl mini crossbody bag',\n",
       "  'urban vinyl mini crossbody bag',\n",
       "  'mini crossbody bag trf',\n",
       "  'white vinyl mini crossbody bag'],\n",
       " ['vinyl mini crossbody bag',\n",
       "  'mini vinyl crossbody bag',\n",
       "  'transparent vinyl mini crossbody bag',\n",
       "  'green vinyl mini crossbody bag',\n",
       "  'transparent mini crossbody bag',\n",
       "  'mini crossbody bag',\n",
       "  'mini transparent vinyl crossbody bag',\n",
       "  'mini crossbody bag trf',\n",
       "  'translucent vinyl mini crossbody bag',\n",
       "  'vinyl crossbody bag'],\n",
       " ['basic card holder',\n",
       "  'card holder',\n",
       "  'limited edition card holder',\n",
       "  'plain card holder',\n",
       "  'six-card holder',\n",
       "  'card holder with compartments',\n",
       "  'basic cards holder',\n",
       "  'embossed card holder',\n",
       "  '6-card holder',\n",
       "  'six card holder'],\n",
       " ['basic card holder',\n",
       "  'card holder',\n",
       "  'limited edition card holder',\n",
       "  'plain card holder',\n",
       "  'six-card holder',\n",
       "  'card holder with compartments',\n",
       "  'basic cards holder',\n",
       "  'embossed card holder',\n",
       "  '6-card holder',\n",
       "  'six card holder'],\n",
       " ['embossed card holder',\n",
       "  'card holder',\n",
       "  'embossed embossed card holder',\n",
       "  'six-card holder',\n",
       "  'embossed cards holder',\n",
       "  'embossed paper card holder',\n",
       "  'embossed card holders',\n",
       "  'embossed metal card holder',\n",
       "  'embossed oval card holder',\n",
       "  'embossed wooden card holder'],\n",
       " ['embossed card holder',\n",
       "  'card holder',\n",
       "  'embossed embossed card holder',\n",
       "  'six-card holder',\n",
       "  'embossed cards holder',\n",
       "  'embossed paper card holder',\n",
       "  'embossed metal card holder',\n",
       "  'embossed card holders',\n",
       "  'embossed wooden card holder',\n",
       "  'embossed oval card holder'],\n",
       " ['flat leather sandals',\n",
       "  'leather flat sandals',\n",
       "  'leather sandals',\n",
       "  'flat cowhide sandals',\n",
       "  'flat sandals',\n",
       "  'flat cowhide leather sandals',\n",
       "  'flat sandals trf',\n",
       "  'leather sandals trf',\n",
       "  'flat leather shoes',\n",
       "  'cowhide leather flat sandals'],\n",
       " ['mountain boots',\n",
       "  'mountain boots with track soles',\n",
       "  'black mountain boots',\n",
       "  'black lace-up boots',\n",
       "  'mountain boots trf',\n",
       "  'lace-up boots',\n",
       "  'mountain boots with padded ankle',\n",
       "  'black boots',\n",
       "  'mountain-style boots',\n",
       "  'black mountain boots trf'],\n",
       " ['mountain boots with quilted detail',\n",
       "  'brown mountain boots',\n",
       "  'mountain boots',\n",
       "  'mountain boots with quilted ankle',\n",
       "  'mountain boots with track soles',\n",
       "  'brown lace-up boots',\n",
       "  'mountain boots trf',\n",
       "  'mountain-style boots',\n",
       "  'mountain boots with quilted details',\n",
       "  'brown mountain-style boots'],\n",
       " ['split suede leather ankle boots',\n",
       "  'split suede ankle boots',\n",
       "  'brown split suede ankle boots',\n",
       "  'brown split suede leather ankle boots',\n",
       "  'leather ankle boots',\n",
       "  'sporty split suede leather ankle boots',\n",
       "  'split suede ankle boots trf',\n",
       "  'sporty split suede ankle boots',\n",
       "  'leather ankle boots with toes',\n",
       "  'sporty leather ankle boots'],\n",
       " ['split suede leather ankle boots',\n",
       "  'split suede chelsea ankle boots',\n",
       "  'leather chelsea ankle boots',\n",
       "  'chelsea leather ankle boots',\n",
       "  'leather ankle boots',\n",
       "  'split suede ankle boots',\n",
       "  'grey leather chelsea ankle boots',\n",
       "  'split suede leather ankle boots trf',\n",
       "  'chelsea split suede ankle boots',\n",
       "  'grey chelsea leather ankle boots'],\n",
       " ['leather ankle boots',\n",
       "  'black leather ankle boots',\n",
       "  'leather ankle boots trf',\n",
       "  'limited edition leather ankle boots',\n",
       "  'leather track sole ankle boots',\n",
       "  'leather ankle boots with seams',\n",
       "  'split leather ankle boots',\n",
       "  'zara leather ankle boots',\n",
       "  'nappa leather ankle boots',\n",
       "  'split sole leather ankle boots'],\n",
       " ['black mountain boots',\n",
       "  'mountain boots',\n",
       "  'mountain boots with track soles',\n",
       "  'mountain boots trf',\n",
       "  'cordura ® boots',\n",
       "  'black boots',\n",
       "  'black cordura boots',\n",
       "  'mountain boots with metallic detail',\n",
       "  'black mountain boots trf',\n",
       "  'mountain-style boots'],\n",
       " ['split suede ankle boots',\n",
       "  'split suede leather ankle boots',\n",
       "  'leather ankle boots',\n",
       "  'leather ankle boots with seam',\n",
       "  'suede ankle boots',\n",
       "  'leather ankle boots with seams',\n",
       "  'beige leather ankle boots',\n",
       "  'leather ankle boots trf',\n",
       "  'studded leather ankle boots',\n",
       "  'suede leather ankle boots'],\n",
       " ['brown leather ankle boots',\n",
       "  'leather ankle boots',\n",
       "  'brushed leather ankle boots',\n",
       "  'nappa leather ankle boots',\n",
       "  'brown faux leather ankle boots',\n",
       "  'brown suede ankle boots',\n",
       "  'faux leather ankle boots',\n",
       "  'leather ankle boots trf',\n",
       "  'brown ankle boots',\n",
       "  'leather ankle boots with seams'],\n",
       " ['leather ankle boots',\n",
       "  'leather ankle boots with track soles',\n",
       "  'black leather ankle boots',\n",
       "  'leather ankle boots trf',\n",
       "  'two-tone leather ankle boots',\n",
       "  'black leather ankle boots trf',\n",
       "  'ankle boots with track soles',\n",
       "  'leather track soles ankle boots',\n",
       "  'track sole leather ankle boots',\n",
       "  'leather track-sole ankle boots'],\n",
       " ['high heel leather boots trf',\n",
       "  'leather boots with square toe trf',\n",
       "  'high-heel leather boots trf',\n",
       "  'high-heel patent leather boots trf',\n",
       "  'high-heel leather boots',\n",
       "  'high heel leather boots',\n",
       "  'patent leather high-heel boots trf',\n",
       "  'high heel leather boots with square toe',\n",
       "  'high-heel leather boots with cracked effect',\n",
       "  'patent finish leather boots trf'],\n",
       " ['sporty ankle boots',\n",
       "  'sporty rubberised ankle boots',\n",
       "  'rubberised ankle boots',\n",
       "  'matte rubberised ankle boots',\n",
       "  'black rubberised ankle boots',\n",
       "  'rubberised sporty ankle boots',\n",
       "  'sporty rubber ankle boots',\n",
       "  'black sporty ankle boots',\n",
       "  'sporty ankle boots trf',\n",
       "  'sporty ankle boots with seams'],\n",
       " ['leather cowboy heel boots trf',\n",
       "  'leather cowboy heeled boots trf',\n",
       "  'leather heeled boots with cowboy heel',\n",
       "  'leather cowboy heeled boots',\n",
       "  'heeled leather boots with cowboy heel',\n",
       "  'leather cowboy heel boots',\n",
       "  'cowboy heeled leather boots trf',\n",
       "  'leather heeled cowboy boots trf',\n",
       "  'leather heeled boots',\n",
       "  'cowboy heeled boots trf'],\n",
       " ['contrast leather boots',\n",
       "  'leather boots',\n",
       "  'mountain boots',\n",
       "  'lace-up boots',\n",
       "  'contrast boots',\n",
       "  'leather and nylon boots',\n",
       "  'leather boots trf',\n",
       "  'mountain boots trf',\n",
       "  'contrasting leather boots',\n",
       "  'mountain-style boots'],\n",
       " ['soft leather boots trf',\n",
       "  'soft leather boots',\n",
       "  'high heel leather boots trf',\n",
       "  'soft leather high-heel boots',\n",
       "  'high-heel leather boots',\n",
       "  'soft leather boots with geometric heel',\n",
       "  'soft leather ankle boots trf',\n",
       "  'high heel leather boots',\n",
       "  'leather high heel boots trf',\n",
       "  'soft leather high heel boots'],\n",
       " ['flat leather boots with studs',\n",
       "  'flat leather boots with studded detail',\n",
       "  'flat leather boots',\n",
       "  'flat leather boots trf',\n",
       "  'flat leather boots with studded details',\n",
       "  'studded flat leather boots trf',\n",
       "  'flat leather boots with studded studs',\n",
       "  'flat studded leather boots trf',\n",
       "  'flat leather boots with chunky heel',\n",
       "  'flat leather boots with studded finish'],\n",
       " ['split suede cowboy heeled boots',\n",
       "  'split suede cowboy heel boots',\n",
       "  'split suede cowboy heel boots trf',\n",
       "  'split suede heeled boots',\n",
       "  'leather heeled boots with cowboy heel',\n",
       "  'leather heeled boots with embroidered detail',\n",
       "  'split suede cowboy boots',\n",
       "  'split suede heeled cowboy boots',\n",
       "  'leather cowboy heeled boots',\n",
       "  'split suede leather cowboy heeled boots'],\n",
       " ['flat boots trf',\n",
       "  'flat boots with track soles',\n",
       "  'flat black boots trf',\n",
       "  'flat boots',\n",
       "  'flat ankle boots trf',\n",
       "  'contrast flat boots trf',\n",
       "  'combined flat boots trf',\n",
       "  'flat boots with elastic trf',\n",
       "  'flat track sole boots trf',\n",
       "  'flat boots with elastic'],\n",
       " ['boots with track soles',\n",
       "  'lace-up boots',\n",
       "  'shiny boots',\n",
       "  'chunky track sole boots',\n",
       "  'zara boots',\n",
       "  'chunky boots',\n",
       "  'shiny track sole boots',\n",
       "  'boots with shiny finish',\n",
       "  'burgundy track sole boots',\n",
       "  'chunky boots trf'],\n",
       " ['leather high-heel boots',\n",
       "  'leather high-heel boots trf',\n",
       "  'high-heel leather boots trf',\n",
       "  'block heel leather boots',\n",
       "  'slouchy leather high-heel boots',\n",
       "  'block heel leather boots trf',\n",
       "  'high-heel leather boots',\n",
       "  'over-the-knee leather boots',\n",
       "  'leather high heel boots',\n",
       "  'leather high heel boots trf'],\n",
       " ['leather boots',\n",
       "  'leather boots with track soles',\n",
       "  'leather mountain boots',\n",
       "  'black leather boots',\n",
       "  'leather boots trf',\n",
       "  'leather mountain boots trf',\n",
       "  'lace-up boots',\n",
       "  'boots with faux fur lining',\n",
       "  'faux fur leather boots',\n",
       "  'black leather mountain boots'],\n",
       " ['leather high-heel boots',\n",
       "  'leather high-heel boots with buckle',\n",
       "  'leather high-heel boots trf',\n",
       "  'high-heel leather boots trf',\n",
       "  'black leather high-heel boots',\n",
       "  'high-heel leather boots',\n",
       "  'high heel leather boots trf',\n",
       "  'leather high heel boots',\n",
       "  'leather high heel boots trf',\n",
       "  'high-heel leather boots with buckle'],\n",
       " ['animal print leather heeled boots',\n",
       "  'animal print heeled boots',\n",
       "  'leather pointed toe boots',\n",
       "  'leather heeled boots with pointed toe',\n",
       "  'heeled boots with animal print',\n",
       "  'heeled leather boots with animal print',\n",
       "  'leather heeled boots with animal print',\n",
       "  'leather pointed toe boots with animal print',\n",
       "  'animal print leather pointed toe boots',\n",
       "  'animal print leather high-heel boots'],\n",
       " ['flat boots trf',\n",
       "  'flat black boots trf',\n",
       "  'flat ankle boots trf',\n",
       "  'flat boots',\n",
       "  'flat boots with pull',\n",
       "  'flat leather boots trf',\n",
       "  'high-leg boots trf',\n",
       "  'flat boots with bow trf',\n",
       "  'flat black boots',\n",
       "  'flat leg boots trf'],\n",
       " ['velvet ankle boots',\n",
       "  'soft velvet ankle boots',\n",
       "  'velvet ankle boots trf',\n",
       "  'soft ankle boots trf',\n",
       "  'black velvet ankle boots',\n",
       "  'soft ankle boots',\n",
       "  'ankle boots with elastic panels',\n",
       "  'limited edition velvet ankle boots',\n",
       "  'plush ankle boots trf',\n",
       "  'soft leather ankle boots'],\n",
       " ['sporty leather ankle boots',\n",
       "  'black sporty leather ankle boots',\n",
       "  'leather ankle boots',\n",
       "  'black leather ankle boots',\n",
       "  'split suede leather ankle boots',\n",
       "  'sporty leather boots',\n",
       "  'split suede sporty ankle boots',\n",
       "  'split suede ankle boots',\n",
       "  'leather ankle boots trf',\n",
       "  'black sporty ankle boots'],\n",
       " ['embossed high top sneakers',\n",
       "  'zara high top sneakers',\n",
       "  'metallic high top sneakers',\n",
       "  'high top sneakers',\n",
       "  'high top sneakers with metallic detail',\n",
       "  'lace-up high top sneakers',\n",
       "  'embossed high top sneakers trf',\n",
       "  'high top sneakers with metallic details',\n",
       "  'embossed high-top sneakers',\n",
       "  'high top sneakers trf'],\n",
       " ['mid-heel ankle boots trf',\n",
       "  'stretch ankle boots trf',\n",
       "  'matte-effect ankle boots trf',\n",
       "  'stretch high heel ankle boots trf',\n",
       "  'mid-heel ankle boots',\n",
       "  'stretch ankle boots with pointed toes',\n",
       "  'high heel ankle boots trf',\n",
       "  'ankle boots with pointed toes',\n",
       "  'high-heel ankle boots trf',\n",
       "  'mid heel ankle boots trf'],\n",
       " ['animal print leather high heel ankle boots',\n",
       "  'animal print leather high-heel ankle boots',\n",
       "  'leather high heel ankle boots',\n",
       "  'leather high heel ankle boots with animal print',\n",
       "  'animal print leather ankle boots',\n",
       "  'animal print leather ankle boots trf',\n",
       "  'leather high heel ankle boots trf',\n",
       "  'leather high-heel ankle boots trf',\n",
       "  'leather high-heel ankle boots',\n",
       "  'limited edition leather high heel ankle boots'],\n",
       " ['soft leather ankle boots',\n",
       "  'soft leather ankle boots trf',\n",
       "  'soft leather ankle boots with heel',\n",
       "  'soft leather ankle boots with heels',\n",
       "  'flat leather ankle boots',\n",
       "  'leather ankle boots',\n",
       "  'soft leather high heel ankle boots',\n",
       "  'flat leather ankle boots trf',\n",
       "  'soft leather flat ankle boots',\n",
       "  'leather ankle boots with heel'],\n",
       " ['black high-top sneakers',\n",
       "  'high-top sneakers',\n",
       "  'black sneakers',\n",
       "  'chunky high-top sneakers',\n",
       "  'black high top sneakers',\n",
       "  'high top sneakers',\n",
       "  'contrast high-top sneakers',\n",
       "  'high top sneakers trf',\n",
       "  'high top sneakers with laces',\n",
       "  'technical high-top sneakers'],\n",
       " ['animal print high-top sneakers',\n",
       "  'animal print sneakers',\n",
       "  'animal print sneakers trf',\n",
       "  'zara high-top sneakers',\n",
       "  'high-top sneakers',\n",
       "  'high-top sneakers trf',\n",
       "  'contrast high-top sneakers',\n",
       "  'white high-top sneakers',\n",
       "  'animal print lace-up sneakers',\n",
       "  'animal print high top sneakers'],\n",
       " ['black high-top sneakers',\n",
       "  'leather high-top sneakers',\n",
       "  'high-top sneakers with leather',\n",
       "  'high-top sneakers',\n",
       "  'high-top sneakers trf',\n",
       "  'black lace-up sneakers',\n",
       "  'chunky sole high-top sneakers',\n",
       "  'chunky sole sneakers trf',\n",
       "  'black leather high-top sneakers',\n",
       "  'contrast high-top sneakers'],\n",
       " ['leather ankle boots with pointed toes',\n",
       "  'leather high heel ankle boots trf',\n",
       "  'leather ankle boots trf',\n",
       "  'leather ankle boots with thin heels',\n",
       "  'high heel leather ankle boots trf',\n",
       "  'mid heel leather ankle boots trf',\n",
       "  'leather mid heel ankle boots trf',\n",
       "  'studded leather ankle boots trf',\n",
       "  'lined leather ankle boots trf',\n",
       "  'leather high heel ankle boots'],\n",
       " ['high-top sneakers',\n",
       "  'white high-top sneakers',\n",
       "  'black high-top sneakers',\n",
       "  'contrast high-top sneakers',\n",
       "  'sporty high-top sneakers',\n",
       "  'high top sneakers',\n",
       "  'monochrome high-top sneakers',\n",
       "  'lightweight high-top sneakers',\n",
       "  'minimalist high-top sneakers',\n",
       "  'white sneakers'],\n",
       " ['high heel ankle boots trf',\n",
       "  'stretch high heel ankle boots trf',\n",
       "  'block heel ankle boots trf',\n",
       "  'stretch ankle boots trf',\n",
       "  'high-heel ankle boots trf',\n",
       "  'ankle boots with track soles trf',\n",
       "  'ankle boots trf',\n",
       "  'black high heel ankle boots trf',\n",
       "  'block-heel ankle boots trf',\n",
       "  'flat ankle boots trf'],\n",
       " ['technical sneakers',\n",
       "  'technical laceless sneakers',\n",
       "  'technical sneakers trf',\n",
       "  'laceless sneakers',\n",
       "  'sock-style sneakers',\n",
       "  'technical sock-style sneakers',\n",
       "  'technical sneakers with thick soles',\n",
       "  'laceless sneakers trf',\n",
       "  'technical fabric sneakers',\n",
       "  'black laceless sneakers'],\n",
       " ['cowboy ankle boots with studs',\n",
       "  'cowboy ankle boots with studs trf',\n",
       "  'cowboy heeled ankle boots with studs',\n",
       "  'cowboy ankle boots with metallic studs',\n",
       "  'cowboy heeled ankle boots',\n",
       "  'cowboy-style ankle boots with studs',\n",
       "  'cowboy ankle boots trf',\n",
       "  'cowboy heeled ankle boots trf',\n",
       "  'cowboy ankle boots',\n",
       "  'heeled cowboy ankle boots with studs'],\n",
       " ['soft leather high-heel mules',\n",
       "  'soft leather mules with block heel',\n",
       "  'leather high-heel mules trf',\n",
       "  'soft leather mules',\n",
       "  'leather high-heel mules',\n",
       "  'soft leather mules with pointed toe',\n",
       "  'soft leather mules trf',\n",
       "  'soft leather high heel mules trf',\n",
       "  'soft leather high heel mules',\n",
       "  'leather mules with block heel trf'],\n",
       " ['combined high heel ankle boots trf',\n",
       "  'technical high heel ankle boots trf',\n",
       "  'high heel ankle boots trf',\n",
       "  'technical ankle boots trf',\n",
       "  'combined technical ankle boots trf',\n",
       "  'high-heel ankle boots trf',\n",
       "  'black high heel ankle boots trf',\n",
       "  'combined ankle boots trf',\n",
       "  'contrast high heel ankle boots trf',\n",
       "  'technical heeled ankle boots trf'],\n",
       " ['technical ankle boots trf',\n",
       "  'high-heel ankle boots trf',\n",
       "  'contrast technical ankle boots trf',\n",
       "  'technical high-heel ankle boots',\n",
       "  'technical high heel ankle boots trf',\n",
       "  'technical ankle boots',\n",
       "  'technical heeled ankle boots trf',\n",
       "  'high heel ankle boots trf',\n",
       "  'technical ankle boots with eyelets trf',\n",
       "  'lace-up ankle boots trf'],\n",
       " ['high-heel ankle boots trf',\n",
       "  'high heel ankle boots trf',\n",
       "  'lace-up ankle boots trf',\n",
       "  'perforated stretch ankle boots trf',\n",
       "  'high-heel ankle boots',\n",
       "  'perforated ankle boots trf',\n",
       "  'lined ankle boots trf',\n",
       "  'perforated high heel ankle boots trf',\n",
       "  'perforated stretch high-heel ankle boots',\n",
       "  'strappy ankle boots trf'],\n",
       " ['black high-top sneakers',\n",
       "  'high-top sneakers trf',\n",
       "  'high-top sneakers',\n",
       "  'faux fur high-top sneakers',\n",
       "  'contrast high-top sneakers',\n",
       "  'lace-up sneakers',\n",
       "  'lace-up sneakers trf',\n",
       "  'padded high-top sneakers',\n",
       "  'high top sneakers trf',\n",
       "  'black lace-up sneakers'],\n",
       " ['animal embossing ankle boots trf',\n",
       "  'animal embossing high-heel ankle boots',\n",
       "  'animal embossing high heel ankle boots trf',\n",
       "  'high-heel ankle boots with animal embossing',\n",
       "  'animal embossing ankle boots',\n",
       "  'high-heel ankle boots with studs',\n",
       "  'animal embossing ankle boots with studs trf',\n",
       "  'embossed high-heel ankle boots trf',\n",
       "  'cut-out ankle boots trf',\n",
       "  'studded high-heel ankle boots trf'],\n",
       " ['leather high heel ankle boots trf',\n",
       "  'block heel ankle boots trf',\n",
       "  'block heel leather ankle boots trf',\n",
       "  'high heel ankle boots trf',\n",
       "  'leather high heel ankle boots',\n",
       "  'high heel leather ankle boots trf',\n",
       "  'leather ankle boots trf',\n",
       "  'block heel leather ankle boots',\n",
       "  'leather ankle boots with block heel',\n",
       "  'leather block heel ankle boots trf'],\n",
       " ['block heel leather ankle boots',\n",
       "  'block heel leather ankle boots trf',\n",
       "  'leather block heel ankle boots',\n",
       "  'leather block heel ankle boots trf',\n",
       "  'leather ankle boots with square toe',\n",
       "  'leather ankle boots with block heel',\n",
       "  'block heel ankle boots trf',\n",
       "  'flat leather ankle boots trf',\n",
       "  'leather mid-heel ankle boots',\n",
       "  'leather high heel ankle boots trf'],\n",
       " ['leather high heel ankle boots trf',\n",
       "  'high heel leather ankle boots trf',\n",
       "  'leather high heel ankle boots',\n",
       "  'high heel ankle boots trf',\n",
       "  'leather high-heel ankle boots trf',\n",
       "  'high heel ankle boots with square toes',\n",
       "  'leather ankle boots with square toes',\n",
       "  'leather high heel ankle boots with gold soles',\n",
       "  'high-heel leather ankle boots trf',\n",
       "  'ankle boots with square toes trf'],\n",
       " ['leather ankle boots with metallic heel',\n",
       "  'metallic block heel ankle boots trf',\n",
       "  'leather ankle boots with metallic block heel',\n",
       "  'leather ankle boots trf',\n",
       "  'leather high heel ankle boots trf',\n",
       "  'mid heel leather ankle boots trf',\n",
       "  'leather mid heel ankle boots trf',\n",
       "  'block heel leather ankle boots trf',\n",
       "  'metallic heel leather ankle boots trf',\n",
       "  'leather ankle boots with block heel'],\n",
       " ['technical heeled ankle boots trf',\n",
       "  'contrast heeled ankle boots trf',\n",
       "  'technical ankle boots trf',\n",
       "  'contrast ankle boots trf',\n",
       "  'technical heeled ankle boots',\n",
       "  'block heel ankle boots trf',\n",
       "  'heeled ankle boots trf',\n",
       "  'contrast technical ankle boots trf',\n",
       "  'contrast high heel ankle boots trf',\n",
       "  'heeled ankle boots with technical fabric'],\n",
       " ['flat chelsea boots',\n",
       "  'flat leather chelsea boots',\n",
       "  'leather flat chelsea boots',\n",
       "  'flat leather boots trf',\n",
       "  'leather chelsea boots',\n",
       "  'flat leather boots',\n",
       "  'black flat chelsea boots',\n",
       "  'chelsea boots',\n",
       "  'flat chelsea boot',\n",
       "  'black leather chelsea boots'],\n",
       " ['soft leather ankle boots with geometric heels',\n",
       "  'soft leather ankle boots trf',\n",
       "  'soft leather ankle boots',\n",
       "  'soft leather ankle boots with block heels',\n",
       "  'leather ankle boots with geometric heels',\n",
       "  'soft leather ankle boots with geometric heel',\n",
       "  'soft leather ankle boots with heels',\n",
       "  'leather ankle boots with block heels',\n",
       "  'block heel leather ankle boots trf',\n",
       "  'leather ankle boots with geometric heel'],\n",
       " ['flat leather ankle boots trf',\n",
       "  'flat leather ankle boots',\n",
       "  'flat ankle boots with topstitching trf',\n",
       "  'flat leather ankle boots with topstitching',\n",
       "  'flat leather ankle boots with sole trf',\n",
       "  'flat leather ankle boots with chunky sole',\n",
       "  'flat lace-up ankle boots trf',\n",
       "  'flat ankle boots trf',\n",
       "  'leather ankle boots with topstitching trf',\n",
       "  'flat black leather ankle boots trf'],\n",
       " ['split suede ankle boots trf',\n",
       "  'split suede leather ankle boots trf',\n",
       "  'split suede leather ankle boots',\n",
       "  'split suede heeled ankle boots trf',\n",
       "  'split suede high heel ankle boots trf',\n",
       "  'split suede ankle boots',\n",
       "  'split suede leather mid-heel ankle boots',\n",
       "  'split suede mid-heel ankle boots',\n",
       "  'split suede heeled ankle boots',\n",
       "  'split suede split suede ankle boots trf'],\n",
       " ['leather ankle boots with bow',\n",
       "  'leather ankle boots with bow trf',\n",
       "  'black leather ankle boots with bow',\n",
       "  'suede ankle boots with bow trf',\n",
       "  'leather mid-heel ankle boots',\n",
       "  'leather ankle boots with bow detail',\n",
       "  'leather heeled ankle boots with bow',\n",
       "  'black leather mid-heel ankle boots',\n",
       "  'premium leather ankle boots with bow',\n",
       "  'black leather ankle boots'],\n",
       " ['combined leather ankle boots trf',\n",
       "  'combined leather ankle boots',\n",
       "  'rubberised leather ankle boots',\n",
       "  'combined ankle boots trf',\n",
       "  'rubberised ankle boots trf',\n",
       "  'contrast leather ankle boots trf',\n",
       "  'chunky sole ankle boots trf',\n",
       "  'leather ankle boots trf',\n",
       "  'leather ankle boots',\n",
       "  'plain leather ankle boots trf'],\n",
       " ['corduroy high-top sneakers',\n",
       "  'high-top sneakers',\n",
       "  'contrast corduroy high-top sneakers',\n",
       "  'corduroy high top sneakers',\n",
       "  'high-top corduroy sneakers',\n",
       "  'printed corduroy high-top sneakers',\n",
       "  'high-top sneakers trf',\n",
       "  'high-top sneakers with print',\n",
       "  'contrasting corduroy high-top sneakers',\n",
       "  'corduroy sneakers'],\n",
       " ['animal print leather high-heel shoes',\n",
       "  'animal print high-heel shoes',\n",
       "  'animal print leather shoes trf',\n",
       "  'animal print high heel shoes trf',\n",
       "  'animal print leather high heel shoes',\n",
       "  'animal print leather shoes',\n",
       "  'animal print heeled shoes trf',\n",
       "  'animal print leather high heeled shoes',\n",
       "  'animal print leather heeled shoes',\n",
       "  'leather high-heel shoes'],\n",
       " ['mesh high-heel shoes trf',\n",
       "  'mesh high heel shoes trf',\n",
       "  'high-heel mesh shoes trf',\n",
       "  'mesh high-heel shoes',\n",
       "  'high-heel shoes trf',\n",
       "  'high heel mesh shoes trf',\n",
       "  'mesh high-heel sandals trf',\n",
       "  'mesh high-heel sneakers trf',\n",
       "  'high-heel shoes with mesh',\n",
       "  'mesh high heeled shoes trf'],\n",
       " ['glitter high-heel shoes trf',\n",
       "  'glitter high heel shoes trf',\n",
       "  'glitter high-heel shoes',\n",
       "  'glittery high-heel shoes trf',\n",
       "  'sparkly high-heel shoes trf',\n",
       "  'high heel shoes with glitter trf',\n",
       "  'glittery high heel shoes trf',\n",
       "  'sparkly high heel shoes trf',\n",
       "  'high-heel shoes with glitter',\n",
       "  'glitter high heel shoes'],\n",
       " ['braided mules trf',\n",
       "  'heeled mules with braided straps',\n",
       "  'braided heeled mules trf',\n",
       "  'contrast heeled mules trf',\n",
       "  'mules with braided straps trf',\n",
       "  'braided heeled mules',\n",
       "  'heeled mules with braided strap',\n",
       "  'contrast mules trf',\n",
       "  'heeled mules trf',\n",
       "  'braided mule trf'],\n",
       " ['lace-up sneakers',\n",
       "  'split suede sneakers',\n",
       "  'contrast sneakers',\n",
       "  'mesh sneakers',\n",
       "  'leather sneakers',\n",
       "  'sporty sneakers',\n",
       "  'mesh sneakers trf',\n",
       "  'limited edition leather sneakers',\n",
       "  'split suede leather sneakers',\n",
       "  'mesh split suede sneakers'],\n",
       " ['lace-up sneakers',\n",
       "  'contrast sneakers',\n",
       "  'black sneakers',\n",
       "  'technical sneakers',\n",
       "  'combined sneakers',\n",
       "  'technical sneakers trf',\n",
       "  'combined technical sneakers',\n",
       "  'combined sneakers trf',\n",
       "  'contrast sneakers trf',\n",
       "  'chunky sole sneakers'],\n",
       " ['nylon plimsolls',\n",
       "  'blue nylon plimsolls',\n",
       "  'split suede plimsolls',\n",
       "  'nylon plimsolls with split suede',\n",
       "  'blue plimsolls',\n",
       "  'nylon plimsolls with orange line',\n",
       "  'split suede nylon plimsolls',\n",
       "  'nylon plimsolls with contrast soles',\n",
       "  'plimsolls with split suede',\n",
       "  'nylon plimsolls with orange lines'],\n",
       " ['sneakers with embossed detail',\n",
       "  'embossed sneakers',\n",
       "  'white sneakers',\n",
       "  'sneakers with embossed details',\n",
       "  'sneakers',\n",
       "  'sneakers with embossed side',\n",
       "  'sneakers with embossing',\n",
       "  'sneaker with embossed detail',\n",
       "  'embossed white sneakers',\n",
       "  'sneakers with embossed sole'],\n",
       " ['metallic mules trf',\n",
       "  'mules with kitten heels trf',\n",
       "  'metallic mules with pointed toes',\n",
       "  'metallic mules with kitten heels',\n",
       "  'metallic mules',\n",
       "  'kitten-heel mules trf',\n",
       "  'mules with kitten heels',\n",
       "  'gold mules trf',\n",
       "  'metallic mules with heels trf',\n",
       "  'kitten heels trf'],\n",
       " ['embossed snakeskin sneakers',\n",
       "  'embossed sneakers',\n",
       "  'black sneakers',\n",
       "  'sneakers with embossed snakeskin',\n",
       "  'embossed sneakers with eyelets',\n",
       "  'embossed sneakers trf',\n",
       "  'sneakers with metallic eyelets',\n",
       "  'embossed black sneakers',\n",
       "  'embossed metallic sneakers',\n",
       "  'embossed zara sneakers'],\n",
       " ['laceless sneakers',\n",
       "  'white laceless sneakers',\n",
       "  'black laceless sneakers',\n",
       "  'lace-up sneakers',\n",
       "  'white sneakers',\n",
       "  'sneakers with black details',\n",
       "  'hook and loop sneakers',\n",
       "  'sneakers with black detail',\n",
       "  'sneakers with black straps',\n",
       "  'sneakers trf'],\n",
       " ['nylon plimsolls',\n",
       "  'nylon plimsolls with eyelets',\n",
       "  'split suede plimsolls',\n",
       "  'nylon plimsolls trf',\n",
       "  'black nylon plimsolls',\n",
       "  'plimsolls',\n",
       "  'split suede nylon plimsolls',\n",
       "  'black plimsolls',\n",
       "  'plimsolls with eyelets',\n",
       "  'plimsolls with split suede'],\n",
       " ['white sneakers',\n",
       "  'sneakers with side band',\n",
       "  'sneakers',\n",
       "  'white sneakers trf',\n",
       "  'sneakers with side bands',\n",
       "  'side band sneakers',\n",
       "  'sneakers trf',\n",
       "  'contrast sneakers',\n",
       "  'sneakers with heel counter',\n",
       "  'brown sneakers'],\n",
       " ['vinyl high heel mules trf',\n",
       "  'vinyl high-heel mules trf',\n",
       "  'vinyl high heel mules',\n",
       "  'gold high heel mules trf',\n",
       "  'high heel mules trf',\n",
       "  'high heel mules with vinyl toe',\n",
       "  'thin vinyl high heel mules trf',\n",
       "  'high heel mules with vinyl detail',\n",
       "  'gold vinyl high heel mules trf',\n",
       "  'high heel mules with vinyl'],\n",
       " ['plimsolls with chunky soles',\n",
       "  'chunky plimsolls',\n",
       "  'plimsolls with caramel soles',\n",
       "  'white plimsolls',\n",
       "  'plimsolls',\n",
       "  'chunky plimsolls trf',\n",
       "  'plimsolls with metallic soles',\n",
       "  'metallic plimsolls',\n",
       "  'plimsolls trf',\n",
       "  'flecked plimsolls'],\n",
       " ['embossed sneakers',\n",
       "  'embossed reptile sneakers',\n",
       "  'laceless sneakers',\n",
       "  'embossed sneakers trf',\n",
       "  'animal print sneakers',\n",
       "  'embossed black sneakers',\n",
       "  'embossed laceless sneakers',\n",
       "  'embossed animal print sneakers',\n",
       "  'black sneakers',\n",
       "  'laceless reptile sneakers'],\n",
       " ['metallic leather high heel shoes',\n",
       "  'metallic leather high-heel shoes',\n",
       "  'blue leather high heel shoes',\n",
       "  'leather high heel shoes',\n",
       "  'high heel leather shoes',\n",
       "  'blue leather high-heel shoes',\n",
       "  'zw premium leather high heel shoes',\n",
       "  'high-heel leather shoes',\n",
       "  'metallic high heel shoes',\n",
       "  'leather high-heel shoes'],\n",
       " ['cordura ® trekking sneakers',\n",
       "  'cordura ® sneakers',\n",
       "  'black cordura ® sneakers',\n",
       "  'cordura ® hiking sneakers',\n",
       "  'cordura ® nylon sneakers',\n",
       "  'cordura ® black sneakers',\n",
       "  'premium cordura ® sneakers',\n",
       "  'cordura ® travel sneakers',\n",
       "  'cable-knit sneakers',\n",
       "  'cordura ® technical sneakers'],\n",
       " ['suede high-heel shoes trf',\n",
       "  'suede high-heel shoes',\n",
       "  'leather high-heel shoes',\n",
       "  'metallic leather high-heel shoes',\n",
       "  'leather high-heel shoes trf',\n",
       "  'metallic suede high-heel shoes',\n",
       "  'high-heel leather shoes trf',\n",
       "  'suede high heel shoes trf',\n",
       "  'metallic high-heel shoes trf',\n",
       "  'mustard leather high-heel shoes'],\n",
       " ['split-effect sneakers',\n",
       "  'lace-up sneakers',\n",
       "  'multi-piece sneakers',\n",
       "  'chunky sneakers',\n",
       "  'sneakers with split soles',\n",
       "  'white sneakers',\n",
       "  'sneakers with chunky soles',\n",
       "  'chunky sneakers trf',\n",
       "  'layered sneakers',\n",
       "  'contrast sneakers'],\n",
       " ['animal print high heel shoes trf',\n",
       "  'animal print high-heel shoes',\n",
       "  'animal print heeled shoes trf',\n",
       "  'animal print shoes trf',\n",
       "  'animal print stilettos trf',\n",
       "  'animal print stiletto shoes trf',\n",
       "  'animal print high heels trf',\n",
       "  'animal print high heel shoes',\n",
       "  'animal print heeled shoes',\n",
       "  'heeled animal print shoes trf'],\n",
       " ['laceless sneakers',\n",
       "  'sock-style sneakers',\n",
       "  'technical laceless sneakers',\n",
       "  'technical sneakers',\n",
       "  'black laceless sneakers',\n",
       "  'laceless sneakers trf',\n",
       "  'technical sock-style sneakers',\n",
       "  'technical sneakers trf',\n",
       "  'technical sneakers with chunky soles',\n",
       "  'limited edition laceless sneakers'],\n",
       " ['leather mules with cowboy heel',\n",
       "  'cowboy heel mules trf',\n",
       "  'leather mules',\n",
       "  'leather mules trf',\n",
       "  'leather mule with cowboy heel',\n",
       "  'cowboy leather mules trf',\n",
       "  'mule with pointed toe',\n",
       "  'mules with pointed toe',\n",
       "  'mules with cowboy heel',\n",
       "  'cowboy heel leather mules'],\n",
       " ['contrast sneakers',\n",
       "  'lace-up sneakers',\n",
       "  'mesh sneakers',\n",
       "  'multi-piece sneakers',\n",
       "  'limited edition sneakers',\n",
       "  'contrasting sneakers',\n",
       "  'technical sneakers',\n",
       "  'high-top sneakers',\n",
       "  'split suede sneakers',\n",
       "  'sporty sneakers'],\n",
       " ['black sneakers',\n",
       "  'chunky sole sneakers',\n",
       "  'sneakers with laces',\n",
       "  'black sneakers with laces',\n",
       "  'chunky sneakers',\n",
       "  'sneakers with chunky sole',\n",
       "  'chunky sneakers with laces',\n",
       "  'sneakers with chunky soles',\n",
       "  'sneakers',\n",
       "  'sneakers with contrasting laces'],\n",
       " ['contrast sneakers',\n",
       "  'lace-up sneakers',\n",
       "  'sneakers with mesh',\n",
       "  'neon sneakers',\n",
       "  'multi-piece sneakers',\n",
       "  'limited edition sneakers',\n",
       "  'multicoloured sneakers',\n",
       "  'combined sneakers',\n",
       "  'mesh sneakers',\n",
       "  'sneakers'],\n",
       " ['multipiece sneakers',\n",
       "  'sock-style sneakers',\n",
       "  'chunky sole sneakers',\n",
       "  'lace-up sneakers',\n",
       "  'multi-piece sneakers',\n",
       "  'white sneakers',\n",
       "  'white multipiece sneakers',\n",
       "  'sneakers with black sole',\n",
       "  'black sneakers',\n",
       "  'contrast sneakers'],\n",
       " ['chunky sole sneakers',\n",
       "  'sneakers with contrast lining',\n",
       "  'contrast sneakers',\n",
       "  'sneakers with contrasting lining',\n",
       "  'contrasting sneakers',\n",
       "  'multi-tone sneakers',\n",
       "  'chunky sneakers',\n",
       "  'two-tone sneakers',\n",
       "  'contrast chunky sole sneakers',\n",
       "  'sneakers'],\n",
       " ['rhinestone slingback heels',\n",
       "  'rhinestone slingback heels trf',\n",
       "  'slingback heels with rhinestone details',\n",
       "  'asymmetric slingback heels trf',\n",
       "  'asymmetric slingback heels',\n",
       "  'slingback heels with rhinestone detail',\n",
       "  'slingback heels with rhinestones trf',\n",
       "  'studded slingback heels trf',\n",
       "  'slingback heels with rhinestones',\n",
       "  'slingback heels'],\n",
       " ['monochrome sneakers',\n",
       "  'monochrome sneakers trf',\n",
       "  'white sneakers',\n",
       "  'contrast sneakers',\n",
       "  'zara light sneakers',\n",
       "  'zara sneakers',\n",
       "  'lace-up sneakers',\n",
       "  'monochrome zara sneakers',\n",
       "  'monochrome sneakers with mesh',\n",
       "  'limited edition monochrome sneakers'],\n",
       " ['contrast sneakers',\n",
       "  'lace-up sneakers',\n",
       "  'retro sneakers',\n",
       "  'contrast retro sneakers',\n",
       "  'limited edition retro sneakers',\n",
       "  'retro sneakers trf',\n",
       "  'limited edition sneakers',\n",
       "  'split suede sneakers',\n",
       "  'contrast sneakers trf',\n",
       "  'mesh sneakers'],\n",
       " ['leather high heel shoes',\n",
       "  'contrast leather high heel shoes trf',\n",
       "  'leather high heel shoes trf',\n",
       "  'leather high-heel shoes trf',\n",
       "  'contrast leather high heel shoes',\n",
       "  'metallic leather high heel shoes',\n",
       "  'metallic leather high heel shoes trf',\n",
       "  'gold leather high heel shoes',\n",
       "  'combined leather high heel shoes trf',\n",
       "  'gold leather high heel shoes trf'],\n",
       " ['retro sneakers',\n",
       "  'contrast sneakers',\n",
       "  'contrast retro sneakers',\n",
       "  'lace-up sneakers',\n",
       "  'retro sneakers trf',\n",
       "  'chunky sole sneakers',\n",
       "  'contrast sneakers trf',\n",
       "  'limited edition retro sneakers',\n",
       "  'retro-style sneakers',\n",
       "  'classic retro sneakers'],\n",
       " ['retro sneakers',\n",
       "  'contrast retro sneakers',\n",
       "  'retro sneakers trf',\n",
       "  'contrast sneakers',\n",
       "  'lace-up sneakers',\n",
       "  'sneakers with reflective details',\n",
       "  'chunky sole sneakers',\n",
       "  'retro chunky sole sneakers',\n",
       "  'retro-inspired sneakers',\n",
       "  'retro retro sneakers'],\n",
       " ['contrast sneakers',\n",
       "  'sneakers with contrasting trim',\n",
       "  'classic sneakers',\n",
       "  'contrasting sneakers',\n",
       "  'white sneakers',\n",
       "  'sneakers with contrast trim',\n",
       "  'chunky sneakers',\n",
       "  'contrast sneakers trf',\n",
       "  'sneakers with chunky soles',\n",
       "  'combined sneakers'],\n",
       " ['patent finish leather sneakers',\n",
       "  'patent leather sneakers',\n",
       "  'leather sneakers',\n",
       "  'leather sneakers with eyelets',\n",
       "  'patent leather sneakers trf',\n",
       "  'black patent finish sneakers',\n",
       "  'black patent finish leather sneakers',\n",
       "  'leather sneakers trf',\n",
       "  'leather sneakers with contrast band',\n",
       "  'leather sneakers with band'],\n",
       " ['plimsoll sneakers',\n",
       "  'plimsoll-style sneakers',\n",
       "  'plimsolls',\n",
       "  'black plimsoll sneakers',\n",
       "  'plimsoll sneakers trf',\n",
       "  'black plimsolls',\n",
       "  'zara plimsoll sneakers',\n",
       "  'plimsolls trf',\n",
       "  'zara plimsolls',\n",
       "  'monochrome plimsoll sneakers'],\n",
       " ['black plimsolls',\n",
       "  'plimsolls with golden eyelet',\n",
       "  'plimsolls with eyelet detail',\n",
       "  'split suede plimsolls',\n",
       "  'faux fur plimsolls',\n",
       "  'plimsolls',\n",
       "  'contrast plimsolls',\n",
       "  'plimsolls with gold eyelet',\n",
       "  'plimsolls with eyelet',\n",
       "  'black split suede plimsolls'],\n",
       " ['mesh sneakers',\n",
       "  'contrast sneakers',\n",
       "  'laceless sneakers',\n",
       "  'beige laceless sneakers',\n",
       "  'contrast laceless sneakers',\n",
       "  'beige mesh sneakers',\n",
       "  'mesh sneakers trf',\n",
       "  'contrast mesh sneakers',\n",
       "  'beige sneakers',\n",
       "  'contrast sneakers trf'],\n",
       " ['studded heeled sandals trf',\n",
       "  'studded heeled sandals',\n",
       "  'studded sandals trf',\n",
       "  'studded ankle strap sandals trf',\n",
       "  'studded high heel sandals trf',\n",
       "  'studded strappy sandals trf',\n",
       "  'studded studded sandals trf',\n",
       "  'studded platform sandals trf',\n",
       "  'studded studded heeled sandals',\n",
       "  'studded high-heel sandals'],\n",
       " ['rhinestone high-heel sandals trf',\n",
       "  'high-heel sandals with rhinestone straps',\n",
       "  'taupe high-heel sandals trf',\n",
       "  'criss-cross sandals trf',\n",
       "  'taupe platform sandals trf',\n",
       "  'rhinestone sandals trf',\n",
       "  'rhinestone criss-cross sandals trf',\n",
       "  'criss-cross platform sandals trf',\n",
       "  'taupe high-heel sandals with rhinestones',\n",
       "  'strappy sandals with rhinestone straps trf'],\n",
       " ['leather high-heel sandals trf',\n",
       "  'leather high-heel sandals',\n",
       "  'high-heel leather sandals trf',\n",
       "  'leather high heel sandals trf',\n",
       "  'high heel leather sandals trf',\n",
       "  'flat leather sandals trf',\n",
       "  'high-heel sandals trf',\n",
       "  'high-heel leather sandals',\n",
       "  'limited edition leather high-heel sandals',\n",
       "  'heeled leather sandals trf'],\n",
       " ['monochrome plimsoll sneakers',\n",
       "  'monochrome plimsolls',\n",
       "  'plimsoll sneakers',\n",
       "  'monochrome sneakers',\n",
       "  'zara plimsoll sneakers',\n",
       "  'plimsoll sneakers trf',\n",
       "  'plimsoll-style sneakers',\n",
       "  'chunky plimsoll sneakers',\n",
       "  'monochrome plimsoll',\n",
       "  'zara plimsolls'],\n",
       " ['embossed plimsolls',\n",
       "  'plimsolls with embossed detail',\n",
       "  'plimsolls',\n",
       "  'plimsolls with embossed details',\n",
       "  'plimsolls with embossing',\n",
       "  'plimsolls with embossed detailing',\n",
       "  'plimsolls with embossed soles',\n",
       "  'embossed plimsolls trf',\n",
       "  'plimsolls with embossed sole',\n",
       "  'white plimsolls'],\n",
       " ['contrasting sneakers',\n",
       "  'contrast sneakers',\n",
       "  'laceless sneakers',\n",
       "  'contrasting sneakers trf',\n",
       "  'contrast sneakers trf',\n",
       "  'lace-up sneakers',\n",
       "  'sneakers',\n",
       "  'sneakers with contrasting materials',\n",
       "  'sneakers with contrasting soles',\n",
       "  'contrasting laceless sneakers'],\n",
       " ['plimsoll sneakers',\n",
       "  'black plimsoll sneakers',\n",
       "  'cotton plimsoll sneakers',\n",
       "  'plimsoll sneakers with brown footprint',\n",
       "  'cotton plimsolls',\n",
       "  'plimsolls',\n",
       "  'plimsoll sneakers trf',\n",
       "  'plimsoll sneakers with brown footprints',\n",
       "  'black plimsolls',\n",
       "  'plimsoll-style sneakers'],\n",
       " ['lace-up plimsolls',\n",
       "  'plimsolls',\n",
       "  'plimsolls trf',\n",
       "  'lace plimsolls',\n",
       "  'contrast plimsolls',\n",
       "  'plimsolls with heel tab',\n",
       "  'plimsolls with contrasting heel',\n",
       "  'plimsolls with white sole',\n",
       "  'plimsolls with contrast heel',\n",
       "  'white plimsolls'],\n",
       " ['iridescent sneakers trf',\n",
       "  'iridescent sneakers',\n",
       "  'lace-up sneakers',\n",
       "  'sneakers with iridescent details',\n",
       "  'sparkly sneakers trf',\n",
       "  'metallic sneakers trf',\n",
       "  'sneakers with iridescent detail',\n",
       "  'iridescent white sneakers',\n",
       "  'chunky sneakers trf',\n",
       "  'white sneakers trf'],\n",
       " ['leather oxford shoes',\n",
       "  'leather shoes',\n",
       "  'leather oxfords',\n",
       "  'leather oxford shoes trf',\n",
       "  'classic leather oxford shoes',\n",
       "  'leather oxford shoes with seams',\n",
       "  'classic leather shoes',\n",
       "  'limited edition leather oxford shoes',\n",
       "  'leather oxfords trf',\n",
       "  'leather shoes with seams'],\n",
       " ['metallic trainers trf',\n",
       "  'animal print trainers trf',\n",
       "  'contrast trainers trf',\n",
       "  'metallic trainers',\n",
       "  'metallic trainers with animal print',\n",
       "  'trainers with animal print',\n",
       "  'contrast trainers',\n",
       "  'chunky trainers trf',\n",
       "  'animal trainers trf',\n",
       "  'contrasting trainers trf'],\n",
       " ['vinyl high-heel sandals trf',\n",
       "  'high-heel sandals trf',\n",
       "  'transparent high-heel sandals trf',\n",
       "  'high-heel vinyl sandals trf',\n",
       "  'black high-heel sandals trf',\n",
       "  'contrast high-heel sandals trf',\n",
       "  'high-heel sandals with vinyl strap',\n",
       "  'high heel sandals trf',\n",
       "  'vinyl high-heel sandals',\n",
       "  'transparent vinyl high-heel sandals'],\n",
       " ['leather monk shoes',\n",
       "  'black leather monk shoes',\n",
       "  'monk shoes with buckles',\n",
       "  'monk shoes',\n",
       "  'black monk shoes',\n",
       "  'leather shoes with buckles',\n",
       "  'buckled leather monk shoes',\n",
       "  'monk shoes trf',\n",
       "  'brown leather monk shoes',\n",
       "  'embossed leather monk shoes'],\n",
       " ['smart black shoes',\n",
       "  'smart black derby shoes',\n",
       "  'smart shoes with embossed detail',\n",
       "  'smart derby shoes',\n",
       "  'embossed smart black shoes',\n",
       "  'smart black sneakers',\n",
       "  'smart srpls',\n",
       "  'smart embossed derby shoes',\n",
       "  'smart black heeled shoes',\n",
       "  'embossed smart black derby shoes'],\n",
       " ['brown leather brogues',\n",
       "  'leather brogues',\n",
       "  'brown leather smart brogues',\n",
       "  'leather smart brogues',\n",
       "  'smart leather brogues',\n",
       "  'leather brogues with eyelets',\n",
       "  'leather brogues trf',\n",
       "  'brown brogues',\n",
       "  'leather brogues with tassels',\n",
       "  'smart brogues'],\n",
       " ['sporty ankle boots trf',\n",
       "  'sporty ankle boots',\n",
       "  'sporty ankle boots with chunky sole',\n",
       "  'sporty ankle boots with chunky soles',\n",
       "  'sporty ankle boots with contrast sole',\n",
       "  'chunky sole ankle boots trf',\n",
       "  'contrast sporty ankle boots trf',\n",
       "  'sporty ankle boots with contrasting sole',\n",
       "  'technical ankle boots trf',\n",
       "  'technical sporty ankle boots trf'],\n",
       " ['smart leather oxford shoes',\n",
       "  'smart oxford shoes',\n",
       "  'smart leather oxfords',\n",
       "  'leather oxford shoes',\n",
       "  'smart leather shoes',\n",
       "  'burgundy leather oxford shoes',\n",
       "  'leather smart oxford shoes',\n",
       "  'oxford shoes',\n",
       "  'oxford shoes in burgundy leather',\n",
       "  'burgundy leather smart oxford shoes'],\n",
       " ['smart derby shoes',\n",
       "  'smart shoes',\n",
       "  'smart derby shoes trf',\n",
       "  'black smart shoes',\n",
       "  'smart leather shoes',\n",
       "  'smart shoes trf',\n",
       "  'black smart derby shoes',\n",
       "  'smart black shoes',\n",
       "  'smart heeled shoes',\n",
       "  'smart leather shoes trf'],\n",
       " ['combined trainers trf',\n",
       "  'combined trainers',\n",
       "  'combined sneakers trf',\n",
       "  'contrast trainers trf',\n",
       "  'trainers with chunky soles',\n",
       "  'chunky trainers trf',\n",
       "  'textured trainers trf',\n",
       "  'contrasting trainers trf',\n",
       "  'coloured trainers trf',\n",
       "  'trainers with combined soles'],\n",
       " ['contrast trainers trf',\n",
       "  'mesh trainers trf',\n",
       "  'contrasting trainers trf',\n",
       "  'lace-up trainers',\n",
       "  'transparent trainers trf',\n",
       "  'contrast trainers',\n",
       "  'split sole trainers trf',\n",
       "  'contrast sneakers trf',\n",
       "  'translucent trainers trf',\n",
       "  'trainers trf'],\n",
       " ['contrast trainers trf',\n",
       "  'contrasting trainers trf',\n",
       "  'lace-up trainers',\n",
       "  'contrast sole trainers trf',\n",
       "  'contrast sneakers trf',\n",
       "  'white trainers trf',\n",
       "  'contrast trainers',\n",
       "  'white lace-up trainers',\n",
       "  'trainers trf',\n",
       "  'trainers with contrast sole'],\n",
       " ['metallic sneakers trf',\n",
       "  'metallic sneakers',\n",
       "  'metallic sneakers with chunky soles',\n",
       "  'chunky sneakers trf',\n",
       "  'metallic high-top sneakers',\n",
       "  'metallic sneakers with contrasting soles',\n",
       "  'chunky sole sneakers trf',\n",
       "  'contrast metallic sneakers trf',\n",
       "  'metallic metallic sneakers trf',\n",
       "  'metallic platform sneakers trf'],\n",
       " ['leather shoes',\n",
       "  'leather derby shoes',\n",
       "  'black leather shoes',\n",
       "  'leather shoes with eyelets',\n",
       "  'black leather derby shoes',\n",
       "  'contrast leather shoes',\n",
       "  'leather shoes trf',\n",
       "  'leather shoes with seams',\n",
       "  'lined leather shoes',\n",
       "  'flat leather shoes'],\n",
       " ['leather shoes',\n",
       "  'leather derby shoes',\n",
       "  'padded leather shoes',\n",
       "  'leather shoes with padded detail',\n",
       "  'flat leather shoes',\n",
       "  'pointed toe leather shoes',\n",
       "  '3-eyelet leather shoes',\n",
       "  'leather shoes trf',\n",
       "  'leather derby shoes trf',\n",
       "  'padded leather derby shoes'],\n",
       " ['lace-up sneakers',\n",
       "  'mesh sneakers trf',\n",
       "  'white lace-up sneakers',\n",
       "  'contrast sneakers trf',\n",
       "  'white mesh sneakers trf',\n",
       "  'sneakers with mesh trf',\n",
       "  'contrast sole sneakers trf',\n",
       "  'white sneakers trf',\n",
       "  'sneakers with diamanté',\n",
       "  'contrast mesh sneakers trf'],\n",
       " ['black oxford shoes',\n",
       "  'oxford shoes',\n",
       "  'oxford shoes with raised detail',\n",
       "  'pointed toe oxford shoes',\n",
       "  'raised sole oxford shoes',\n",
       "  'classic oxford shoes',\n",
       "  'oxford shoes with eyelets',\n",
       "  'oxford shoes with raised sole',\n",
       "  'raised toe oxford shoes',\n",
       "  'oxford shoes trf'],\n",
       " ['contrast sneakers trf',\n",
       "  'contrast sneakers',\n",
       "  'mesh sneakers trf',\n",
       "  'lace-up sneakers',\n",
       "  'sneakers with mesh trf',\n",
       "  'contrasting sneakers trf',\n",
       "  'pink mesh sneakers trf',\n",
       "  'pink sneakers trf',\n",
       "  'mesh sneakers',\n",
       "  'contrast mesh sneakers trf'],\n",
       " ['embossed monk strap shoes',\n",
       "  'black monk strap shoes',\n",
       "  'monk strap shoes',\n",
       "  'embossed leather monk strap shoes',\n",
       "  'leather monk strap shoes',\n",
       "  'contrast monk strap shoes',\n",
       "  'combined monk strap shoes',\n",
       "  'embossed black monk strap shoes',\n",
       "  'monk strap shoes trf',\n",
       "  'limited edition monk strap shoes'],\n",
       " ['faux patent leather smart oxford shoes',\n",
       "  'faux patent leather oxford shoes',\n",
       "  'patent leather smart oxford shoes',\n",
       "  'patent leather oxford shoes',\n",
       "  'faux patent leather smart oxfords',\n",
       "  'black patent leather smart oxford shoes',\n",
       "  'faux patent leather shoes',\n",
       "  'smart patent leather oxford shoes',\n",
       "  'black faux patent leather oxford shoes',\n",
       "  'black patent leather oxford shoes'],\n",
       " ['leather boots',\n",
       "  'black leather boots',\n",
       "  'leather mountaineering boots',\n",
       "  'boots with track soles',\n",
       "  'mountaineering boots',\n",
       "  'leather boots trf',\n",
       "  'leather boots with eyelets',\n",
       "  'mountaineering leather boots',\n",
       "  'mountaineering boots trf',\n",
       "  'limited edition leather boots'],\n",
       " ['leather shoes',\n",
       "  'black leather shoes',\n",
       "  'leather derby shoes',\n",
       "  'sporty leather shoes',\n",
       "  'leather track sole shoes',\n",
       "  'black leather derby shoes',\n",
       "  'leather shoes trf',\n",
       "  'track sole leather shoes',\n",
       "  'leather heeled shoes',\n",
       "  'chunky leather shoes'],\n",
       " ['brown leather shoes',\n",
       "  'brown leather derby shoes',\n",
       "  'leather shoes',\n",
       "  'glossy leather shoes',\n",
       "  'leather derby shoes',\n",
       "  'glossy brown leather shoes',\n",
       "  'glossy leather derby shoes',\n",
       "  'leather shoes with eyelets',\n",
       "  'flat leather shoes',\n",
       "  'brown derby shoes'],\n",
       " ['black oxford shoes',\n",
       "  'oxford shoes',\n",
       "  'oxford shoes with eyelets',\n",
       "  'classic oxford shoes',\n",
       "  'black shoes',\n",
       "  'limited edition oxford shoes',\n",
       "  'oxford shoes trf',\n",
       "  'classic black oxford shoes',\n",
       "  'black oxfords',\n",
       "  'basic oxford shoes'],\n",
       " ['mesh flat shoes trf',\n",
       "  'flat shoes with pointed toes',\n",
       "  'flat shoes with mesh',\n",
       "  'mesh flat shoes',\n",
       "  'flat shoes with mesh trf',\n",
       "  'flat shoes trf',\n",
       "  'flat mesh shoes trf',\n",
       "  'flat shoes',\n",
       "  'contrast flat shoes trf',\n",
       "  'mesh shoes with pointed toes'],\n",
       " ['brown derby shoes',\n",
       "  'brown shoes',\n",
       "  'brown broguing shoes',\n",
       "  'brown derby shoes trf',\n",
       "  'brown derby shoes with eyelets',\n",
       "  'brown shoes with eyelets',\n",
       "  'brown wedge derby shoes',\n",
       "  'brown wedges derby shoes',\n",
       "  'broguing brown shoes',\n",
       "  'brown heeled shoes'],\n",
       " ['rubber-effect sneakers',\n",
       "  'sock-style sneakers',\n",
       "  'rubber sock sneakers',\n",
       "  'rubber sneakers',\n",
       "  'sneakers with embossed details',\n",
       "  'sock sneakers',\n",
       "  'rubber effect sneakers',\n",
       "  'rubber-effect socks',\n",
       "  'sneakers with embossed detail',\n",
       "  'rubber-effect shoes'],\n",
       " ['sporty shoes',\n",
       "  'sporty shoes with embossing',\n",
       "  'sporty derby shoes',\n",
       "  'embossed sporty shoes',\n",
       "  'sporty shoes trf',\n",
       "  'sporty shoes with eyelets',\n",
       "  'sports shoes with embossing',\n",
       "  'sporty sneakers',\n",
       "  'derby shoes with embossing',\n",
       "  'limited edition sporty shoes'],\n",
       " ['leather loafers with micro-studs',\n",
       "  'soft split suede loafers trf',\n",
       "  'split suede loafers trf',\n",
       "  'split suede loafers',\n",
       "  'leather loafers with micro studs trf',\n",
       "  'soft split suede loafers',\n",
       "  'soft leather loafers trf',\n",
       "  'split suede loafers with micro studs',\n",
       "  'leather loafers with micro studs',\n",
       "  'suede loafers with micro-studs'],\n",
       " ['mock croc loafers trf',\n",
       "  'loafers with buckle trf',\n",
       "  'mock croc loafers',\n",
       "  'faux croc loafers trf',\n",
       "  'loafers with buckle',\n",
       "  'mock croc loafers with buckle',\n",
       "  'loafers trf',\n",
       "  'loafers with mock croc buckle',\n",
       "  'croc loafers trf',\n",
       "  'loafers with gold buckle'],\n",
       " ['sporty shoes',\n",
       "  'navy blue sporty shoes',\n",
       "  'sporty sneakers',\n",
       "  'sporty shoes with eyelets',\n",
       "  'sporty shoes trf',\n",
       "  'navy sporty shoes',\n",
       "  'sporty derby shoes',\n",
       "  'sporty sole shoes',\n",
       "  'blue sporty shoes',\n",
       "  'sporty shoes with laces'],\n",
       " ['laceless sneakers with tassels',\n",
       "  'laceless loafer sneakers',\n",
       "  'laceless sneakers',\n",
       "  'blue laceless sneakers',\n",
       "  'laceless sneakers with fringing',\n",
       "  'loafer sneakers with tassels',\n",
       "  'laceless loafers with tassels',\n",
       "  'laceless loafer shoes',\n",
       "  'laceless sneaker with tassels',\n",
       "  'laceless loafers'],\n",
       " ['retro sneakers',\n",
       "  'lace-up sneakers',\n",
       "  'retro sneakers trf',\n",
       "  'sneakers',\n",
       "  'contrast sneakers',\n",
       "  'sneakers with eyelets',\n",
       "  'sneakers trf',\n",
       "  'retro sneakers with eyelets',\n",
       "  'sneakers with contrast soles',\n",
       "  'limited edition retro sneakers'],\n",
       " ['brown derby shoes',\n",
       "  'brown derby sport shoes',\n",
       "  'brown sport shoes',\n",
       "  'brown sock derby shoes',\n",
       "  'derby shoes',\n",
       "  'brown derby sneakers',\n",
       "  'brown sports shoes',\n",
       "  'brown derby sports shoes',\n",
       "  'contrast derby shoes',\n",
       "  'derby sport shoes'],\n",
       " ['flat leather shoes with pointed toes',\n",
       "  'flat leather shoes',\n",
       "  'leather flat shoes with pointed toes',\n",
       "  'flat leather shoes trf',\n",
       "  'flat leather shoes with metal detail',\n",
       "  'flat leather derby shoes',\n",
       "  'flat shoes with pointed toes',\n",
       "  'flat leather shoes with pointed toe',\n",
       "  'flat leather derby shoes trf',\n",
       "  'flat derby shoes with pointed toes'],\n",
       " ['leather mule loafers',\n",
       "  'golden leather mule loafers',\n",
       "  'leather loafers with golden detail',\n",
       "  'beige leather mule loafers',\n",
       "  'leather mule loafers trf',\n",
       "  'leather loafers',\n",
       "  'leather loafers with decorative detail',\n",
       "  'brown leather mule loafers',\n",
       "  'leather loafers trf',\n",
       "  'golden leather loafers trf'],\n",
       " ['embossed sneakers',\n",
       "  'dark brown sneakers',\n",
       "  'lace-up sneakers',\n",
       "  'embossed brown sneakers',\n",
       "  'sneakers with embossed detail',\n",
       "  'embossed sneakers trf',\n",
       "  'sneakers with embossed details',\n",
       "  'brown sneakers',\n",
       "  'contrast sneakers',\n",
       "  'embossed dark brown sneakers'],\n",
       " ['blue sneakers',\n",
       "  'embossed sneakers',\n",
       "  'sneakers with embossed detail',\n",
       "  'lace-up sneakers',\n",
       "  'contrast sneakers',\n",
       "  'sneakers with embossed details',\n",
       "  'combined sneakers',\n",
       "  'embossed sneakers trf',\n",
       "  'embossed blue sneakers',\n",
       "  'limited edition sneakers'],\n",
       " ['leather ballerinas with bow',\n",
       "  'leather ballerinas',\n",
       "  'ballerinas with bow',\n",
       "  'suede ballerinas with bow',\n",
       "  'leather ballerinas trf',\n",
       "  'leather ballerinas with bows',\n",
       "  'bow leather ballerinas',\n",
       "  'ballerinas with bow detail',\n",
       "  'black leather ballerinas',\n",
       "  'suede ballerinas'],\n",
       " ['cotton sneakers',\n",
       "  'cotton fabric sneakers',\n",
       "  'lace-up sneakers',\n",
       "  'cotton sneakers trf',\n",
       "  'sneakers with pull tab',\n",
       "  'limited edition cotton sneakers',\n",
       "  'white cotton sneakers',\n",
       "  'cotton canvas sneakers',\n",
       "  'soft cotton sneakers',\n",
       "  'cotton sneakers with tab'],\n",
       " ['sporty shoes',\n",
       "  'black sporty shoes',\n",
       "  'sporty shoes trf',\n",
       "  'sporty shoes with seam',\n",
       "  'black shoes',\n",
       "  'black derby shoes',\n",
       "  'sporty shoes with seams',\n",
       "  'black sneakers',\n",
       "  'derby-style shoes',\n",
       "  'limited edition sporty shoes'],\n",
       " ['split suede leather shoes',\n",
       "  'leather shoes',\n",
       "  'leather derby shoes',\n",
       "  'leather shoes with seams',\n",
       "  'split suede shoes',\n",
       "  'split suede derby shoes',\n",
       "  'leather shoes trf',\n",
       "  'flat leather shoes',\n",
       "  'leather shoes with seam',\n",
       "  'track sole leather shoes'],\n",
       " ['cotton sneakers',\n",
       "  'cotton sneakers with eyelets',\n",
       "  'cotton sneakers trf',\n",
       "  'white cotton sneakers',\n",
       "  'sneakers with white soles',\n",
       "  'cotton sneakers with soles',\n",
       "  'sneakers with orange soles',\n",
       "  'striped cotton sneakers',\n",
       "  'sneakers with orange piece',\n",
       "  'sneakers with orange sole'],\n",
       " ['braided loafers',\n",
       "  'loafers with tassels',\n",
       "  'braided loafers with tassels',\n",
       "  'fringed loafers',\n",
       "  'tassel loafers',\n",
       "  'fringed loafers trf',\n",
       "  'braided loafers trf',\n",
       "  'tassel loafers trf',\n",
       "  'loafers with fringed tassels',\n",
       "  'black loafers with tassels'],\n",
       " ['gathered leather mid-heel sandals',\n",
       "  'leather mid-heel sandals',\n",
       "  'gathered leather high-heel sandals',\n",
       "  'leather kitten-heel sandals',\n",
       "  'leather kitten heel sandals',\n",
       "  'gathered leather sandals',\n",
       "  'leather mid-heel sandals trf',\n",
       "  'leather high-heel sandals',\n",
       "  'leather kitten-heel sandals trf',\n",
       "  'mid-heel leather sandals'],\n",
       " ['leather loafers with tassels',\n",
       "  'embossed leather loafers',\n",
       "  'fringed leather loafers',\n",
       "  'leather loafers',\n",
       "  'embossed loafers with tassels',\n",
       "  'embossed loafers',\n",
       "  'leather loafers with fringing',\n",
       "  'loafers with tassels',\n",
       "  'leather loafers with tassel',\n",
       "  'fringed loafers'],\n",
       " ['leather driving loafers',\n",
       "  'leather loafers with bow',\n",
       "  'leather driving loafers with bow',\n",
       "  'leather loafers',\n",
       "  'studded leather loafers',\n",
       "  'leather loafers with bow detail',\n",
       "  'studded leather driving loafers',\n",
       "  'studded leather loafers trf',\n",
       "  'driving loafers with bow',\n",
       "  'leather loafers with studded sole'],\n",
       " ['animal print mini crossbody bag',\n",
       "  'animal print crossbody bag trf',\n",
       "  'animal print crossbody bag',\n",
       "  'mini animal print crossbody bag',\n",
       "  'mini crossbody bag with animal print',\n",
       "  'green mini crossbody bag trf',\n",
       "  'green mini crossbody bag',\n",
       "  'animal print crossbody bag with chain',\n",
       "  'mini crossbody bag with texture',\n",
       "  'mini crossbody bag'],\n",
       " ['leather loafers with tassels',\n",
       "  'leather loafers',\n",
       "  'fringed leather loafers',\n",
       "  'glossy leather loafers',\n",
       "  'embossed leather loafers',\n",
       "  'faux leather loafers',\n",
       "  'loafers with tassels',\n",
       "  'burgundy leather loafers',\n",
       "  'limited edition leather loafers',\n",
       "  'leather loafers with fringing'],\n",
       " ['polka dot high-heel sandals trf',\n",
       "  'polka dot sandals trf',\n",
       "  'polka dot high-heel sandals',\n",
       "  'polka dots high-heel sandals trf',\n",
       "  'polka dot high heel sandals trf',\n",
       "  'polka dot heeled sandals trf',\n",
       "  'high-heel polka dot sandals trf',\n",
       "  'polka dot high-heels trf',\n",
       "  'polka dot strappy sandals trf',\n",
       "  'polka dot high heeled sandals trf'],\n",
       " ['split suede leather driving shoes',\n",
       "  'leather driving shoes with tassel',\n",
       "  'leather driving shoes',\n",
       "  'leather driving shoes with tassels',\n",
       "  'leather shoes with tassel detail',\n",
       "  'split suede driving shoes',\n",
       "  'leather shoes with tassel',\n",
       "  'split suede leather shoes',\n",
       "  'studded leather driving shoes',\n",
       "  'red leather driving shoes'],\n",
       " ['flat sandals with feather trims',\n",
       "  'flat sandals with animal print',\n",
       "  'flat leather sandals',\n",
       "  'animal print flat sandals',\n",
       "  'flat animal print sandals',\n",
       "  'flat sandals with feather trim',\n",
       "  'flat leather sandals trf',\n",
       "  'flat animal print leather sandals',\n",
       "  'flat sandals',\n",
       "  'flat leather sandals with feathers'],\n",
       " ['leather loafers with tassels',\n",
       "  'leather loafers',\n",
       "  'split suede loafers',\n",
       "  'soft leather loafers',\n",
       "  'leather loafers with fringing',\n",
       "  'leather loafers with tassel',\n",
       "  'limited edition leather loafers',\n",
       "  'fringed leather loafers',\n",
       "  'suede loafers with tassels',\n",
       "  'split suede leather loafers'],\n",
       " ['velvet loafers',\n",
       "  'velvet loafers with tassels',\n",
       "  'velvet loafers trf',\n",
       "  'loafers with tassels',\n",
       "  'tassel loafers',\n",
       "  'tassel loafers trf',\n",
       "  'black loafers with tassels',\n",
       "  'velvet loafers with tassel',\n",
       "  'black loafers',\n",
       "  'limited edition velvet loafers'],\n",
       " ['high-heel sandals trf',\n",
       "  'gold high-heel sandals trf',\n",
       "  'strappy sandals trf',\n",
       "  'high heel sandals trf',\n",
       "  'metallic high-heel sandals trf',\n",
       "  'buckled high-heel sandals trf',\n",
       "  'strappy high-heel sandals trf',\n",
       "  'high-heel strappy sandals trf',\n",
       "  'lined high-heel sandals trf',\n",
       "  'high-heel sandals'],\n",
       " ['tassel loafers',\n",
       "  'loafers with tassels',\n",
       "  'tassel loafers trf',\n",
       "  'raised silver loafers',\n",
       "  'loafers with tassel detail',\n",
       "  'silver loafers with tassels',\n",
       "  'metallic loafers with tassels',\n",
       "  'black loafers with tassels',\n",
       "  'fringed loafers',\n",
       "  'loafers with raised tassels'],\n",
       " ['leather high-heel sandals trf',\n",
       "  'leather high-heel sandals with glitter',\n",
       "  'leather high-heel sandals',\n",
       "  'studded leather high-heel sandals trf',\n",
       "  'limited edition leather high-heel sandals',\n",
       "  'glitter leather high-heel sandals trf',\n",
       "  'high-heel leather sandals trf',\n",
       "  'blue leather high-heel sandals trf',\n",
       "  'studded leather high-heel sandals',\n",
       "  'high-heel leather sandals with glitter'],\n",
       " ['split suede leather driving shoes',\n",
       "  'blue leather driving shoes',\n",
       "  'leather driving shoes',\n",
       "  'split suede driving shoes',\n",
       "  'leather driving shoes with studs',\n",
       "  'split suede leather shoes',\n",
       "  'studded leather driving shoes',\n",
       "  'suede leather driving shoes',\n",
       "  'limited edition leather driving shoes',\n",
       "  'blue leather shoes'],\n",
       " ['metallic leather mid-heel shoes',\n",
       "  'metallic leather high-heel shoes',\n",
       "  'knotted leather mid-heel shoes',\n",
       "  'limited edition leather mid-heel shoes',\n",
       "  'leather mid-heel shoes',\n",
       "  'metallic leather heeled shoes',\n",
       "  'knotted leather high-heel shoes',\n",
       "  'blue leather mid-heel shoes',\n",
       "  'leather high-heel shoes',\n",
       "  'limited edition leather high-heel shoes'],\n",
       " ['leather loafers',\n",
       "  'nappa leather loafers',\n",
       "  'leather loafers with penny strap',\n",
       "  'white loafers',\n",
       "  'faux leather loafers',\n",
       "  'die-cut loafers',\n",
       "  'loafers with penny strap',\n",
       "  'loafers with die cut detail',\n",
       "  'loafers with penny strap detail',\n",
       "  'die-cut leather loafers'],\n",
       " ['blue leather high-heel sandals',\n",
       "  'blue leather high-heel sandals trf',\n",
       "  'leather high-heel sandals',\n",
       "  'limited edition leather high-heel sandals',\n",
       "  'premium leather high-heel sandals',\n",
       "  'high-heel leather sandals',\n",
       "  'leather high-heel sandals with vinyl strap',\n",
       "  'blue high-heel leather sandals',\n",
       "  'leather high-heel sandals trf',\n",
       "  'blue leather high heel sandals'],\n",
       " ['black leather high-heel mules',\n",
       "  'feather leather high-heel mules trf',\n",
       "  'blue leather high-heel mules trf',\n",
       "  'feather leather high-heel mules',\n",
       "  'leather high-heel mules with feather detail',\n",
       "  'leather high-heel mules',\n",
       "  'leather high-heel mules trf',\n",
       "  'limited edition leather high-heel mules',\n",
       "  'black leather high-heel mules trf',\n",
       "  'leather high-heel mules with feather straps'],\n",
       " ['soft leather high heel sandals trf',\n",
       "  'soft leather high heel sandals',\n",
       "  'leather high heel sandals trf',\n",
       "  'high heel leather sandals trf',\n",
       "  'soft leather high-heel sandals',\n",
       "  'leather high-heel sandals trf',\n",
       "  'leather high heel sandals',\n",
       "  'geometric leather high heel sandals trf',\n",
       "  'leather high heel sandals with thin straps',\n",
       "  'thin leather high heel sandals trf'],\n",
       " ['leather high heel sandals',\n",
       "  'leather high heel sandals trf',\n",
       "  'ruched leather high heel sandals',\n",
       "  'leather high-heel sandals trf',\n",
       "  'leather high-heel sandals',\n",
       "  'high heel leather sandals trf',\n",
       "  'high heel leather sandals',\n",
       "  'limited edition leather high heel sandals',\n",
       "  'premium leather high heel sandals',\n",
       "  'high-heel leather sandals trf'],\n",
       " ['metallic leather high heel sandals',\n",
       "  'metallic leather high heel sandals trf',\n",
       "  'leather high heel sandals',\n",
       "  'metallic leather high-heel sandals',\n",
       "  'limited edition leather high heel sandals',\n",
       "  'leather high-heel sandals',\n",
       "  'black leather high heel sandals',\n",
       "  'leather high heel sandals trf',\n",
       "  'leather high-heel sandals trf',\n",
       "  'limited edition leather high-heel sandals'],\n",
       " ['glittery high heel sandals trf',\n",
       "  'sparkly high heel sandals trf',\n",
       "  'glitter high heel sandals trf',\n",
       "  'glittery high heel sandals',\n",
       "  'high heel sandals trf',\n",
       "  'blue high heel sandals trf',\n",
       "  'glitter sandals trf',\n",
       "  'high heel sandals with glitter',\n",
       "  'metallic high heel sandals trf',\n",
       "  'sparkly high heel sandals'],\n",
       " ['wraparound leather high-heel sandals trf',\n",
       "  'leather high-heel sandals trf',\n",
       "  'leather high-heel sandals',\n",
       "  'wraparound leather high-heel sandals',\n",
       "  'leather high-heel sandals with gold detail',\n",
       "  'high-heel leather sandals trf',\n",
       "  'leather high-heel sandals with gold interior',\n",
       "  'black leather high-heel sandals trf',\n",
       "  'embossed leather high-heel sandals trf',\n",
       "  'gold leather high-heel sandals trf'],\n",
       " ['leather loafers',\n",
       "  'split suede leather loafers',\n",
       "  'split suede loafers',\n",
       "  'embossed leather loafers',\n",
       "  'leather loafers with seams',\n",
       "  'sand brown leather loafers',\n",
       "  'leather loafers with embossing',\n",
       "  'limited edition leather loafers',\n",
       "  'leather loafers trf',\n",
       "  'suede leather loafers'],\n",
       " ['technical camouflage strappy sandals',\n",
       "  'technical camouflage sandals',\n",
       "  'technical black strappy sandals',\n",
       "  'technical strappy sandals',\n",
       "  'technical camouflage sandals trf',\n",
       "  'strappy sandals with camouflage print',\n",
       "  'technical strappy sandals trf',\n",
       "  'black strappy sandals',\n",
       "  'camouflage strappy sandals',\n",
       "  'black strappy sandals trf'],\n",
       " ['flat sandals trf',\n",
       "  'strappy sandals',\n",
       "  'crossover sandals trf',\n",
       "  'strappy sandals trf',\n",
       "  'wide-strap sandals',\n",
       "  'crossover sandals',\n",
       "  'flat sandals',\n",
       "  'multi-strap sandals',\n",
       "  'sandals with crossover straps',\n",
       "  'limited edition strappy sandals'],\n",
       " ['flat shoes with track soles trf',\n",
       "  'flat track sole shoes trf',\n",
       "  'flat black shoes trf',\n",
       "  'flat black derby shoes trf',\n",
       "  'flat shoes with topstitching trf',\n",
       "  'flat derby shoes trf',\n",
       "  'flat shoes with track sole trf',\n",
       "  'flat shoes with track soles',\n",
       "  'flat black shoes with track soles',\n",
       "  'flat sneakers with track soles trf'],\n",
       " ['animal print leather high heel shoes',\n",
       "  'animal print leather high-heel shoes',\n",
       "  'animal print high heel shoes trf',\n",
       "  'animal print leather shoes trf',\n",
       "  'animal print leather high heeled shoes',\n",
       "  'animal print leather high heels trf',\n",
       "  'animal print leather stilettos trf',\n",
       "  'animal print leather heeled shoes',\n",
       "  'leather high heel shoes with animal print',\n",
       "  'animal print leather shoes'],\n",
       " ['leather high heel shoes',\n",
       "  'leather high heel shoes trf',\n",
       "  'leather high-heel shoes trf',\n",
       "  'high heel leather shoes trf',\n",
       "  'leather high-heel shoes',\n",
       "  'leather high heel shoes with buckle',\n",
       "  'high-heel leather shoes trf',\n",
       "  'leather high-heel shoes with buckle',\n",
       "  'high heel leather shoes',\n",
       "  'leather high heel shoes with geometric heel'],\n",
       " ['chunky sneakers',\n",
       "  'blue sneakers',\n",
       "  'chunky sole sneakers',\n",
       "  'lace-up sneakers',\n",
       "  'sneakers with chunky sole',\n",
       "  'sneakers with chunky soles',\n",
       "  'blue chunky sneakers',\n",
       "  'chunky sneakers trf',\n",
       "  'sneakers',\n",
       "  'blue sneakers trf'],\n",
       " ['high-heel boots trf',\n",
       "  'high heel boots trf',\n",
       "  'heeled boots with block heel',\n",
       "  'block heel boots trf',\n",
       "  'high-heeled boots trf',\n",
       "  'high heeled boots trf',\n",
       "  'high ankle boots trf',\n",
       "  'black heeled boots',\n",
       "  'black heeled boots trf',\n",
       "  'flat heeled boots trf'],\n",
       " ['leather high heel boots',\n",
       "  'leather high heel boots trf',\n",
       "  'leather high-heel boots',\n",
       "  'high heel leather boots',\n",
       "  'high heel leather boots trf',\n",
       "  'limited edition leather high heel boots',\n",
       "  'high-heel leather boots',\n",
       "  'high heel boots with covered heels',\n",
       "  'covered leather high heel boots',\n",
       "  'premium leather high heel boots'],\n",
       " ['leather high heel boots',\n",
       "  'leather high heel boots trf',\n",
       "  'high heel leather boots trf',\n",
       "  'limited edition leather high heel boots',\n",
       "  'leather high-heel boots',\n",
       "  'block heel leather boots trf',\n",
       "  'high heel leather boots',\n",
       "  'block heel boots trf',\n",
       "  'block heel leather boots',\n",
       "  'faux leather high heel boots'],\n",
       " ['leather tote bag',\n",
       "  'tumbled leather tote bag',\n",
       "  'leather tote bag with pleats',\n",
       "  'leather tote bag trf',\n",
       "  'leather tote bag with knots',\n",
       "  'faux leather tote bag',\n",
       "  'buckled leather tote bag',\n",
       "  'leather tote bag with knot',\n",
       "  'tote bag with pleats',\n",
       "  'limited edition leather tote bag'],\n",
       " ['leather bucket bag',\n",
       "  'black leather bucket bag',\n",
       "  'leather bucket bag trf',\n",
       "  'gold leather bucket bag',\n",
       "  'limited edition leather bucket bag',\n",
       "  'leather bucket bag with hardware',\n",
       "  'bucket bag with gold hardware',\n",
       "  'leather bucket bag with buckle',\n",
       "  'embossed leather bucket bag',\n",
       "  'studded leather bucket bag'],\n",
       " ['soft leather mid-heel boots',\n",
       "  'slouchy leather boots trf',\n",
       "  'slouchy leather mid-heel boots',\n",
       "  'slouchy leather boots',\n",
       "  'soft leather boots trf',\n",
       "  'soft leather boots',\n",
       "  'soft leather high-heel boots',\n",
       "  'soft leather heeled boots',\n",
       "  'soft slouchy leather boots trf',\n",
       "  'soft leather boots with block heel'],\n",
       " ['leather high-heel boots',\n",
       "  'leather high-heel boots trf',\n",
       "  'leather high heel boots trf',\n",
       "  'high-heel leather boots trf',\n",
       "  'leather high heel boots',\n",
       "  'high heel leather boots trf',\n",
       "  'high-heel leather boots',\n",
       "  'black leather high-heel boots',\n",
       "  'faux leather high-heel boots',\n",
       "  'limited edition leather high-heel boots'],\n",
       " ['tote bag with magnetic clasp',\n",
       "  'tumbled tote bag',\n",
       "  'tote bag',\n",
       "  'tote bag with pockets',\n",
       "  'tote bag with pocket',\n",
       "  'tumbled tote bag trf',\n",
       "  'tote bag with shoulder straps',\n",
       "  'tote bag trf',\n",
       "  'limited edition tote bag',\n",
       "  'tote bag with front pocket'],\n",
       " ['leather tote bag',\n",
       "  'tumbled leather tote bag',\n",
       "  'leather tote bag with buckle',\n",
       "  'lined leather tote bag',\n",
       "  'limited edition leather tote bag',\n",
       "  'leather tote bag trf',\n",
       "  'faux leather tote bag',\n",
       "  'tote bag with buckle',\n",
       "  'burgundy leather tote bag',\n",
       "  'buckled leather tote bag'],\n",
       " ['crochet bucket bag',\n",
       "  'crochet bucket bag trf',\n",
       "  'crochet bucket bag with studs',\n",
       "  'bucket bag with studs',\n",
       "  'black crochet bucket bag',\n",
       "  'bucket bag with gold studs',\n",
       "  'bucket bag trf',\n",
       "  'bucket bag with crochet straps',\n",
       "  'studded bucket bag trf',\n",
       "  'beaded bucket bag trf'],\n",
       " ['flat boots trf',\n",
       "  'flat boots',\n",
       "  'flat boots with zip',\n",
       "  'flat ankle boots trf',\n",
       "  'flat boots with elastic',\n",
       "  'flat boots with zips',\n",
       "  'flat leather boots trf',\n",
       "  'flat boots with elastic detail',\n",
       "  'elastic flat boots trf',\n",
       "  'flat boots with zip detail'],\n",
       " ['antique tote bag',\n",
       "  'antique-finish tote bag',\n",
       "  'tote bag',\n",
       "  'tote bag with handles',\n",
       "  'tote bag with antique finish',\n",
       "  'tote bag with top handles',\n",
       "  'limited edition tote bag',\n",
       "  'vintage tote bag',\n",
       "  'antique tote bag trf',\n",
       "  'tote bag with handle'],\n",
       " ['beige tote bag',\n",
       "  'tote bag with pockets',\n",
       "  'tote bag',\n",
       "  'tote bag trf',\n",
       "  'limited edition tote bag',\n",
       "  'striped tote bag',\n",
       "  'faux leather tote bag',\n",
       "  'textured tote bag',\n",
       "  'faux suede tote bag',\n",
       "  'tote bag with pocket'],\n",
       " ['flat boots trf',\n",
       "  'flat ankle boots trf',\n",
       "  'flat boots',\n",
       "  'over-the-knee boots',\n",
       "  'flat knee boots trf',\n",
       "  'over the knee boots trf',\n",
       "  'black flat boots trf',\n",
       "  'stretch flat boots trf',\n",
       "  'flat boots with stretch',\n",
       "  'flat boots with stretch trf'],\n",
       " ['canvas tote bag',\n",
       "  'canvas tote bag trf',\n",
       "  'canvas tote bag with shoulder straps',\n",
       "  'canvas tote bag with strap detail',\n",
       "  'double-strap canvas tote bag',\n",
       "  'contrast canvas tote bag',\n",
       "  'canvas tote bag with straps',\n",
       "  'ecru canvas tote bag',\n",
       "  'canvas tote bag with contrast straps',\n",
       "  'canvas tote bag with shoulder strap'],\n",
       " ['embroidered tote bag',\n",
       "  'tote bag with floral embroidery',\n",
       "  'embroidered tote bag trf',\n",
       "  'striped tote bag',\n",
       "  'floral tote bag',\n",
       "  'tote bag with embroidery',\n",
       "  'striped and floral tote bag',\n",
       "  'embroidered fabric tote bag',\n",
       "  'combined tote bag',\n",
       "  'striped tote bag with embroidery'],\n",
       " ['soft tote bag with studs',\n",
       "  'tote bag with studs',\n",
       "  'soft tote bag',\n",
       "  'soft tote bag trf',\n",
       "  'tumbled-effect tote bag',\n",
       "  'tumbled tote bag with studs',\n",
       "  'tumbled tote bag',\n",
       "  'studded tote bag trf',\n",
       "  'soft body tote bag',\n",
       "  'tumbled tote bag trf'],\n",
       " ['combined maxi tote bag',\n",
       "  'maxi tote bag with tartan check',\n",
       "  'maxi tote bag',\n",
       "  'combined maxi tote bag trf',\n",
       "  'maxi tote bag trf',\n",
       "  'tartan maxi tote bag',\n",
       "  'maxi tote bag with tartan',\n",
       "  'maxi tote bag with pockets',\n",
       "  'tartan check maxi tote bag',\n",
       "  'combined tote bag'],\n",
       " ['mid heel ankle boots trf',\n",
       "  'contrast ankle boots trf',\n",
       "  'contrast mid heel ankle boots trf',\n",
       "  'high heel ankle boots trf',\n",
       "  'contrast high heel ankle boots trf',\n",
       "  'mid heel ankle boots',\n",
       "  'mid-heel ankle boots trf',\n",
       "  'ankle boots with side tabs trf',\n",
       "  'mid heel ankle boots with side tabs',\n",
       "  'white mid heel ankle boots trf'],\n",
       " ['black backpack',\n",
       "  'black backpack trf',\n",
       "  'backpack',\n",
       "  'backpack trf',\n",
       "  'backpack with flap',\n",
       "  'lined backpack trf',\n",
       "  'quilted backpack trf',\n",
       "  'backpack with pockets',\n",
       "  'backpack with zip',\n",
       "  'padded backpack trf'],\n",
       " ['leather high heel ankle boots trf',\n",
       "  'soft leather high heel ankle boots',\n",
       "  'suede high heel ankle boots trf',\n",
       "  'high heel leather ankle boots trf',\n",
       "  'leather high heel ankle boots',\n",
       "  'soft suede ankle boots trf',\n",
       "  'soft suede high heel ankle boots',\n",
       "  'soft leather ankle boots trf',\n",
       "  'suede high heel ankle boots',\n",
       "  'high heel leather ankle boots'],\n",
       " ['grey backpack',\n",
       "  'grey backpack trf',\n",
       "  'backpack',\n",
       "  'limited edition backpack',\n",
       "  'double-pocket backpack',\n",
       "  'backpack with double pocket',\n",
       "  'limited edition grey backpack',\n",
       "  'zw premium backpack',\n",
       "  'colour block backpack',\n",
       "  'backpack trf'],\n",
       " ['leather high heel ankle boots',\n",
       "  'leather high heel ankle boots trf',\n",
       "  'high heel leather ankle boots trf',\n",
       "  'high heel leather ankle boots',\n",
       "  'leather high-heel ankle boots',\n",
       "  'leather ankle boots with block heels',\n",
       "  'limited edition leather high heel ankle boots',\n",
       "  'block heel leather ankle boots trf',\n",
       "  'high heel ankle boots trf',\n",
       "  'leather high heel ankle boots with lining'],\n",
       " ['towelling backpack',\n",
       "  'backpack with towelling',\n",
       "  'towelled backpack',\n",
       "  'blue towelling backpack',\n",
       "  'towelling effect backpack',\n",
       "  'backpack with chain',\n",
       "  'backpack with chain detail',\n",
       "  'towelling blue backpack',\n",
       "  'contrast towelling backpack',\n",
       "  'towelling body backpack'],\n",
       " ['soft leather ankle boots with block heel',\n",
       "  'soft leather ankle boots trf',\n",
       "  'soft leather ankle boots',\n",
       "  'soft leather mid heel ankle boots trf',\n",
       "  'leather ankle boots with block heel trf',\n",
       "  'soft leather mid heel ankle boots',\n",
       "  'leather ankle boots with block heel',\n",
       "  'soft leather high heel ankle boots trf',\n",
       "  'soft leather mid-heel ankle boots',\n",
       "  'block heel leather ankle boots trf'],\n",
       " ['animal print leather high-heel ankle boots',\n",
       "  'animal print high-heel ankle boots trf',\n",
       "  'animal print leather ankle boots trf',\n",
       "  'animal print ankle boots trf',\n",
       "  'animal print leather high heel ankle boots trf',\n",
       "  'animal print leather ankle boots',\n",
       "  'leather high-heel ankle boots with animal print',\n",
       "  'animal print high heel ankle boots trf',\n",
       "  'animal print leather high heel ankle boots',\n",
       "  'animal print high-heel ankle boots'],\n",
       " ['mesh ankle boots trf',\n",
       "  'mesh heeled ankle boots trf',\n",
       "  'mesh heeled ankle boots',\n",
       "  'heeled mesh ankle boots trf',\n",
       "  'mesh high heel ankle boots trf',\n",
       "  'block heel ankle boots trf',\n",
       "  'ankle boots with mesh trf',\n",
       "  'heeled ankle boots with mesh',\n",
       "  'high heel mesh ankle boots trf',\n",
       "  'heeled mesh ankle boots'],\n",
       " ['leather high-heel ankle boots trf',\n",
       "  'leather high-heel ankle boots',\n",
       "  'leather high heel ankle boots trf',\n",
       "  'chunky heel leather ankle boots trf',\n",
       "  'high-heel leather ankle boots trf',\n",
       "  'high heel leather ankle boots trf',\n",
       "  'chunky heel ankle boots trf',\n",
       "  'leather platform ankle boots trf',\n",
       "  'leather high heel ankle boots',\n",
       "  'leather platform heel ankle boots trf'],\n",
       " ['studded ankle boots trf',\n",
       "  'faux pearls ankle boots trf',\n",
       "  'studded ankle boots with pearls trf',\n",
       "  'ankle boots with faux pearls trf',\n",
       "  'ankle boots with studs trf',\n",
       "  'faux pearl ankle boots trf',\n",
       "  'studded ankle boots',\n",
       "  'studded ankle boots with faux pearls',\n",
       "  'studded mid heel ankle boots trf',\n",
       "  'studs and pearls ankle boots trf'],\n",
       " ['animal print leather heeled ankle boots',\n",
       "  'animal print leather ankle boots trf',\n",
       "  'animal print leather ankle boots',\n",
       "  'animal print heeled ankle boots trf',\n",
       "  'animal print cowboy ankle boots trf',\n",
       "  'animal print leather cowboy ankle boots trf',\n",
       "  'animal print ankle boots trf',\n",
       "  'animal print heeled ankle boots',\n",
       "  'animal print leather cowboy ankle boots',\n",
       "  'embossed leather cowboy heeled ankle boots'],\n",
       " ['high-heel ankle boots trf',\n",
       "  'high heel ankle boots trf',\n",
       "  'block heel ankle boots trf',\n",
       "  'ankle boots trf',\n",
       "  'ankle boots with block heel trf',\n",
       "  'high-heel ankle boots',\n",
       "  'black high heel ankle boots trf',\n",
       "  'heeled ankle boots trf',\n",
       "  'high-heel ankle boots with zip',\n",
       "  'black ankle boots trf'],\n",
       " ['leather heeled ankle boots',\n",
       "  'leather heeled ankle boots trf',\n",
       "  'leather ankle boots with track soles',\n",
       "  'heeled leather ankle boots',\n",
       "  'leather ankle boots trf',\n",
       "  'leather ankle boots',\n",
       "  'black leather heeled ankle boots',\n",
       "  'heeled leather ankle boots trf',\n",
       "  'plush leather heeled ankle boots',\n",
       "  'leather ankle boots with plush lining'],\n",
       " ['flat ankle boots trf',\n",
       "  'flat ankle boots with track soles',\n",
       "  'flat ankle boots',\n",
       "  'glossy flat ankle boots trf',\n",
       "  'flat black ankle boots trf',\n",
       "  'glossy ankle boots trf',\n",
       "  'flat flat ankle boots trf',\n",
       "  'flat black ankle boots',\n",
       "  'shiny flat ankle boots trf',\n",
       "  'flat leather ankle boots trf'],\n",
       " ['flat ankle boots trf',\n",
       "  'flat ankle boots with gold heel',\n",
       "  'flat ankle boots with metal heel',\n",
       "  'flat ankle boots with metal detail trf',\n",
       "  'flat ankle boots with gold detail trf',\n",
       "  'flat ankle boots with metal heel trf',\n",
       "  'flat ankle boots with heel detail trf',\n",
       "  'flat ankle boots with metal piece trf',\n",
       "  'flat ankle boots with gold heel trf',\n",
       "  'flat ankle boots with metallic heel'],\n",
       " ['leather cowboy heel ankle boots trf',\n",
       "  'leather cowboy ankle boots trf',\n",
       "  'leather cowboy heel ankle boots',\n",
       "  'leather ankle boots with cowboy heel trf',\n",
       "  'leather cowboy-heel ankle boots trf',\n",
       "  'cowboy heel leather ankle boots trf',\n",
       "  'leather ankle boots with cowboy heel',\n",
       "  'leather cowboy ankle boots',\n",
       "  'leather cowboy heeled ankle boots trf',\n",
       "  'ankle boots with cowboy heel trf'],\n",
       " ['flat leather ankle boots trf',\n",
       "  'flat leather ankle boots',\n",
       "  'flat leather ankle boots with faux fur',\n",
       "  'leather ankle boots with faux fur lining',\n",
       "  'flat faux leather ankle boots trf',\n",
       "  'flat leather ankle boots with track soles',\n",
       "  'flat ankle boots with faux fur lining',\n",
       "  'flat leather ankle boots with lining',\n",
       "  'leather flat ankle boots trf',\n",
       "  'flat leather ankle boots with fur lining'],\n",
       " ['leather chelsea boots',\n",
       "  'leather chelsea boots trf',\n",
       "  'low-heel leather boots trf',\n",
       "  'low-heel chelsea boots',\n",
       "  'black leather chelsea boots',\n",
       "  'leather high heel chelsea boots',\n",
       "  'chelsea boots',\n",
       "  'chelsea boots trf',\n",
       "  'chelsea leather boots trf',\n",
       "  'high heel leather boots trf'],\n",
       " ['animal print leather heeled ankle boots',\n",
       "  'animal print leather cowboy ankle boots trf',\n",
       "  'animal print leather ankle boots trf',\n",
       "  'animal print leather ankle boots',\n",
       "  'animal print leather cowboy ankle boots',\n",
       "  'animal print leather heeled cowboy ankle boots',\n",
       "  'animal print heeled ankle boots trf',\n",
       "  'animal print cowboy ankle boots trf',\n",
       "  'animal print heeled ankle boots',\n",
       "  'animal print leather ankle boots with cowboy heels'],\n",
       " ['leather cowboy heel ankle boots',\n",
       "  'leather cowboy heeled ankle boots',\n",
       "  'leather cowboy ankle boots with micro-studs',\n",
       "  'leather cowboy heel ankle boots trf',\n",
       "  'leather ankle boots with micro-studs',\n",
       "  'leather cowboy ankle boots',\n",
       "  'leather cowboy heeled ankle boots trf',\n",
       "  'leather heeled ankle boots with micro studs',\n",
       "  'leather cowboy ankle boots with micro studs trf',\n",
       "  'floral leather heeled ankle boots trf'],\n",
       " ['flat leather ankle boots with track soles',\n",
       "  'split suede flat ankle boots',\n",
       "  'split suede flat ankle boots trf',\n",
       "  'flat leather ankle boots',\n",
       "  'flat leather ankle boots trf',\n",
       "  'leather flat ankle boots with track soles',\n",
       "  'flat ankle boots with track soles',\n",
       "  'flat split suede ankle boots trf',\n",
       "  'flat suede ankle boots with track soles',\n",
       "  'flat split suede ankle boots'],\n",
       " ['leather cowboy-heel ankle boots trf',\n",
       "  'leather cowboy-heel ankle boots',\n",
       "  'leather cowboy ankle boots with square toe',\n",
       "  'leather cowboy ankle boots trf',\n",
       "  'cowboy-heel ankle boots trf',\n",
       "  'white leather cowboy-heel ankle boots',\n",
       "  'leather cowboy ankle boots',\n",
       "  'cowboy-heel leather ankle boots trf',\n",
       "  'leather cowboy heel ankle boots trf',\n",
       "  'white cowboy-heel ankle boots trf'],\n",
       " ['slingback shoes with tortoiseshell heels',\n",
       "  'slingback shoes trf',\n",
       "  'tortoiseshell slingback shoes trf',\n",
       "  'slingbacks with tortoiseshell heels trf',\n",
       "  'strappy slingback shoes trf',\n",
       "  'slingback shoes with pointed toes',\n",
       "  'slingback shoes with block heels trf',\n",
       "  'slingbacks with pointed toes trf',\n",
       "  'slingback shoes with tortoiseshell block heels',\n",
       "  'slingback ankle strap shoes trf'],\n",
       " ['animal print high heel shoes',\n",
       "  'animal print shoes trf',\n",
       "  'animal print high-heel shoes',\n",
       "  'animal print stilettos trf',\n",
       "  'animal print heeled shoes',\n",
       "  'animal print stiletto shoes trf',\n",
       "  'animal print high heels trf',\n",
       "  'high heel shoes with animal print',\n",
       "  'animal print stiletto heels trf',\n",
       "  'animal print stilettos'],\n",
       " ['soft city bag',\n",
       "  'soft city bag trf',\n",
       "  'soft-effect city bag',\n",
       "  'soft crossbody bag trf',\n",
       "  'city bag',\n",
       "  'tumbled-effect city bag',\n",
       "  'soft city bag with handles',\n",
       "  'city bag trf',\n",
       "  'soft body bag trf',\n",
       "  'soft city bag with pockets'],\n",
       " ['vinyl high-heel mules',\n",
       "  'high-heel mules trf',\n",
       "  'vinyl mules with pointed toes',\n",
       "  'indigo vinyl high-heel mules',\n",
       "  'high-heel mules with vinyl',\n",
       "  'high-heel vinyl mules',\n",
       "  'transparent vinyl high-heel mules',\n",
       "  'vinyl high heel mules trf',\n",
       "  'vinyl mules trf',\n",
       "  'high heel mules trf'],\n",
       " ['animal embossed bowling bag',\n",
       "  'animal print bowling bag',\n",
       "  'bowling bag',\n",
       "  'bowling bag with animal print',\n",
       "  'animal bowling bag',\n",
       "  'bowling bag with animal embossing',\n",
       "  'bowling-style bag',\n",
       "  'animal-effect bowling bag',\n",
       "  'embossed bowling bag',\n",
       "  'animal bowling bag trf'],\n",
       " ['high heel shoes trf',\n",
       "  'high-heel shoes trf',\n",
       "  'v vamp high heel shoes trf',\n",
       "  'tied high heel shoes trf',\n",
       "  'vamp high heel shoes trf',\n",
       "  'plimsolls trf',\n",
       "  'strappy high heel shoes trf',\n",
       "  'high heel shoes with vamp trf',\n",
       "  'square-heel shoes trf',\n",
       "  'high heel shoes with tied detail'],\n",
       " ['leather high heel shoes',\n",
       "  'leather high heel shoes trf',\n",
       "  'high heel leather shoes trf',\n",
       "  'leather high-heel shoes',\n",
       "  'high heel leather shoes',\n",
       "  'leather shoes with pointed toes',\n",
       "  'ecru leather high heel shoes',\n",
       "  'high heel shoes trf',\n",
       "  'heeled leather shoes',\n",
       "  'high-heel leather shoes'],\n",
       " ['metallic leather high heel shoes',\n",
       "  'metallic leather high-heel shoes',\n",
       "  'leather high heel shoes trf',\n",
       "  'leather high heel shoes',\n",
       "  'high heel leather shoes trf',\n",
       "  'studded leather high heel shoes',\n",
       "  'leather high-heel shoes',\n",
       "  'metallic leather heeled shoes',\n",
       "  'metallic high heel shoes trf',\n",
       "  'metallic leather shoes trf'],\n",
       " ['suede high heel shoes',\n",
       "  'suede high heel shoes trf',\n",
       "  'leather high heel shoes',\n",
       "  'leather high heel shoes trf',\n",
       "  'high heel leather shoes trf',\n",
       "  'high heel leather shoes',\n",
       "  'suede high-heel shoes',\n",
       "  'leather high-heel shoes',\n",
       "  'high heel shoes trf',\n",
       "  'beige leather high heel shoes'],\n",
       " ['leather slingback shoes with kitten heels',\n",
       "  'mid heel slingback shoes trf',\n",
       "  'slingback shoes with kitten heels',\n",
       "  'leather slingback shoes',\n",
       "  'leather slingback shoes trf',\n",
       "  'leather mid heel slingback shoes',\n",
       "  'leather high heel slingback shoes',\n",
       "  'high heel slingback shoes trf',\n",
       "  'mid heel slingback shoes',\n",
       "  'leather mid-heel slingback shoes'],\n",
       " ['leather high heel shoes',\n",
       "  'leather high heel shoes trf',\n",
       "  'high heel leather shoes trf',\n",
       "  'lined leather high heel shoes',\n",
       "  'leather high-heel shoes',\n",
       "  'high heel leather shoes',\n",
       "  'leather kitten heel shoes trf',\n",
       "  'leather kitten heels trf',\n",
       "  'high heel shoes trf',\n",
       "  'lined leather high-heel shoes'],\n",
       " ['soft city bag',\n",
       "  'soft city bag trf',\n",
       "  'city bag with tumbled finish',\n",
       "  'city bag',\n",
       "  'city bag trf',\n",
       "  'soft pouch bag trf',\n",
       "  'soft city bag with handles',\n",
       "  'soft pouch bag',\n",
       "  'city bag with soft exterior',\n",
       "  'soft city bag with zip'],\n",
       " ['vinyl high-heel mules',\n",
       "  'vinyl high-heel mules trf',\n",
       "  'vinyl mules with tortoiseshell print',\n",
       "  'vinyl mules with tortoiseshell print trf',\n",
       "  'vinyl high heel mules with tortoiseshell print',\n",
       "  'tortoiseshell high-heel mules trf',\n",
       "  'vinyl high-heel mules with tortoiseshell',\n",
       "  'vinyl heeled mules with tortoiseshell print',\n",
       "  'multicoloured vinyl high-heel mules',\n",
       "  'vinyl tortoiseshell high-heel mules'],\n",
       " ['asymmetric high-heel shoes trf',\n",
       "  'rhinestone high-heel shoes trf',\n",
       "  'mid-heel shoes with rhinestone detail',\n",
       "  'asymmetric high heel shoes trf',\n",
       "  'rhinestone mid-heel shoes trf',\n",
       "  'asymmetric mid-heel shoes trf',\n",
       "  'rhinestone high heel shoes trf',\n",
       "  'rhinestone heeled shoes trf',\n",
       "  'studded mid-heel shoes trf',\n",
       "  'mid-heel shoes with rhinestone details'],\n",
       " ['metallic high-heel shoes trf',\n",
       "  'high-heel shoes with metallic trim',\n",
       "  'metallic high-heel shoes',\n",
       "  'high-heel shoes trf',\n",
       "  'high-heel shoes with gold trim',\n",
       "  'gold high-heel shoes trf',\n",
       "  'metallic high heel shoes trf',\n",
       "  'black high-heel shoes trf',\n",
       "  'studded high-heel shoes trf',\n",
       "  'high-heel shoes with cracked finish'],\n",
       " ['heeled sandals with vinyl strap',\n",
       "  'wooden heeled sandals trf',\n",
       "  'vinyl heeled sandals trf',\n",
       "  'vinyl heeled sandals',\n",
       "  'high-heel sandals trf',\n",
       "  'vinyl high-heel sandals trf',\n",
       "  'wooden heeled sandals with vinyl strap',\n",
       "  'wooden heeled sandals',\n",
       "  'heeled vinyl sandals',\n",
       "  'wooden high-heel sandals trf'],\n",
       " ['multicoloured strappy sandals trf',\n",
       "  'multicoloured sandals trf',\n",
       "  'strappy sandals trf',\n",
       "  'multicoloured strappy sandals',\n",
       "  'multicoloured flat sandals trf',\n",
       "  'multicoloured sandals',\n",
       "  'multicoloured platform sandals trf',\n",
       "  'buckled multicoloured sandals trf',\n",
       "  'multicoloured stiletto sandals trf',\n",
       "  'criss-cross sandals trf'],\n",
       " ['leather high heel sandals trf',\n",
       "  'high heel leather sandals trf',\n",
       "  'leather high-heel sandals trf',\n",
       "  'leather high heel sandals',\n",
       "  'knotted leather high heel sandals trf',\n",
       "  'mustard leather high heel sandals trf',\n",
       "  'tied leather high heel sandals trf',\n",
       "  'high-heel leather sandals trf',\n",
       "  'leather high-heel sandals',\n",
       "  'buckled leather high heel sandals trf'],\n",
       " ['oval crossbody bag',\n",
       "  'medium oval crossbody bag',\n",
       "  'oval crossbody bag trf',\n",
       "  'oval crossbody bag with knot',\n",
       "  'crossbody bag with knot',\n",
       "  'medium crossbody bag with knot',\n",
       "  'yellow oval crossbody bag',\n",
       "  'limited edition oval crossbody bag',\n",
       "  'medium crossbody bag',\n",
       "  'medium crossbody bag trf'],\n",
       " ['leather mid heel mules trf',\n",
       "  'leather mid-heel mules trf',\n",
       "  'leather mules with geometric heels trf',\n",
       "  'leather mules with square toes',\n",
       "  'leather high-heel mules trf',\n",
       "  'leather high heel mules trf',\n",
       "  'leather mules with geometric heel trf',\n",
       "  'mid heel leather mules trf',\n",
       "  'leather mules trf',\n",
       "  'mid heel mules trf'],\n",
       " ['leather high heel sandals trf',\n",
       "  'leather high heel sandals',\n",
       "  'high heel leather sandals trf',\n",
       "  'suede high heel sandals trf',\n",
       "  'suede high heel sandals',\n",
       "  'high heel leather sandals',\n",
       "  'leather high-heel sandals',\n",
       "  'leather high heel sandals with buckle',\n",
       "  'limited edition leather high heel sandals',\n",
       "  'red leather high heel sandals'],\n",
       " ['leather crossbody bag with studs',\n",
       "  'studded leather crossbody bag',\n",
       "  'leather crossbody bag',\n",
       "  'crossbody bag with studs',\n",
       "  'studded leather clutch',\n",
       "  'leather clutch bag with studs',\n",
       "  'limited edition leather crossbody bag',\n",
       "  'leather clutch with studs',\n",
       "  'black leather crossbody bag',\n",
       "  'studded leather clutch bag'],\n",
       " ['soft leather heeled mules trf',\n",
       "  'soft leather mules trf',\n",
       "  'metallic soft leather mules trf',\n",
       "  'soft leather heeled mules',\n",
       "  'metallic soft leather heeled mules',\n",
       "  'metallic leather heeled mules trf',\n",
       "  'metallic heeled mules trf',\n",
       "  'metallic leather heeled mules',\n",
       "  'soft leather mules with block heels',\n",
       "  'metallic soft leather mules'],\n",
       " ['studded leather crossbody bag',\n",
       "  'leather crossbody bag with studs',\n",
       "  'leather crossbody bag',\n",
       "  'crossbody bag with studs',\n",
       "  'black leather crossbody bag',\n",
       "  'limited edition leather crossbody bag',\n",
       "  'leather crossbody bag with chain',\n",
       "  'studded crossbody bag trf',\n",
       "  'leather crossbody bag trf',\n",
       "  'studded crossbody bag'],\n",
       " ['braided seashell crossbody bag',\n",
       "  'braided crossbody bag',\n",
       "  'braided crossbody bag with fringing',\n",
       "  'seashell crossbody bag trf',\n",
       "  'seashell crossbody bag',\n",
       "  'braided crossbody bag trf',\n",
       "  'braided bag with seashells',\n",
       "  'crossbody bag with seashells',\n",
       "  'seashell braided crossbody bag',\n",
       "  'crossbody bag with fringing'],\n",
       " ['chain crossbody bag',\n",
       "  'crossbody bag with chain',\n",
       "  'clutch bag with chain',\n",
       "  'limited edition clutch bag',\n",
       "  'clutch crossbody bag',\n",
       "  'shiny tweed crossbody bag',\n",
       "  'studded crossbody bag',\n",
       "  'studded clutch bag',\n",
       "  'quilted crossbody bag',\n",
       "  'limited edition crossbody bag'],\n",
       " ['jute crossbody bag',\n",
       "  'polka dot jute crossbody bag',\n",
       "  'jute crossbody bag trf',\n",
       "  'polka dot crossbody bag',\n",
       "  'crossbody bag with polka dots',\n",
       "  'jute polka dot crossbody bag',\n",
       "  'natural jute crossbody bag',\n",
       "  'wooden polka dot crossbody bag',\n",
       "  'limited edition jute crossbody bag',\n",
       "  'combined jute crossbody bag'],\n",
       " ['quilted crossbody bag',\n",
       "  'quilted crossbody bag with chain',\n",
       "  'quilted crossbody bag trf',\n",
       "  'quilted crossbody bag with chains',\n",
       "  'quilted crossbody bag with pocket',\n",
       "  'crossbody bag with gold chain',\n",
       "  'quilted bag with gold chain',\n",
       "  'quilted bag with chain',\n",
       "  'limited edition quilted crossbody bag',\n",
       "  'quilted crossbody bag with pockets'],\n",
       " ['oval crossbody bag',\n",
       "  'oval crossbody bag with studs',\n",
       "  'oval crossbody bag trf',\n",
       "  'crossbody bag with gold studs',\n",
       "  'crossbody bag with studs',\n",
       "  'oval crossbody bag with ring',\n",
       "  'crossbody bag with studded flap',\n",
       "  'crossbody bag with ring',\n",
       "  'oval crossbody bag with rings',\n",
       "  'studded oval crossbody bag'],\n",
       " ['oval leather crossbody bag',\n",
       "  'oval crossbody bag',\n",
       "  'oval crossbody bag trf',\n",
       "  'leather crossbody bag',\n",
       "  'leather crossbody bag with pendant',\n",
       "  'oval shape leather crossbody bag',\n",
       "  'oval crossbody bag with pendant',\n",
       "  'oval leather bag',\n",
       "  'embossed leather crossbody bag',\n",
       "  'oval shape crossbody bag'],\n",
       " ['quilted mini baguette shoulder bag',\n",
       "  'mini baguette shoulder bag',\n",
       "  'mini baguette shoulder bag trf',\n",
       "  'quilted shoulder bag with pearl beads',\n",
       "  'quilted mini shoulder bag',\n",
       "  'quilted mini shoulder bag trf',\n",
       "  'quilted shoulder bag',\n",
       "  'mini baguette shoulder bag with pearls',\n",
       "  'mini quilted shoulder bag',\n",
       "  'mini quilted shoulder bag trf'],\n",
       " ['quilted maxi crossbody bag',\n",
       "  'maxi quilted crossbody bag',\n",
       "  'maxi crossbody bag',\n",
       "  'quilted crossbody bag',\n",
       "  'maxi crossbody bag trf',\n",
       "  'quilted crossbody bag trf',\n",
       "  'maxi crossbody bag with chain',\n",
       "  'maxi crossbody bag with handle',\n",
       "  'quilted crossbody bag with chain',\n",
       "  'maxi crossbody bag with handles'],\n",
       " ['braided crossbody bag',\n",
       "  'braided crossbody bag trf',\n",
       "  'crossbody bag with braided body',\n",
       "  'natural crossbody bag',\n",
       "  'limited edition braided crossbody bag',\n",
       "  'braided crossbody bag with gold',\n",
       "  'natural crossbody bag trf',\n",
       "  'red braided crossbody bag',\n",
       "  'natural braided crossbody bag',\n",
       "  'crossbody bag with braided detail'],\n",
       " ['quilted crossbody bag',\n",
       "  'quilted crossbody bag with studs',\n",
       "  'quilted crossbody bag trf',\n",
       "  'studded quilted crossbody bag',\n",
       "  'quilted bag with studs',\n",
       "  'crossbody bag with studs',\n",
       "  'quilted bag',\n",
       "  'quilted messenger bag with studs',\n",
       "  'quilted messenger bag',\n",
       "  'quilted bag trf'],\n",
       " ['crossbody bag with studs',\n",
       "  'crossbody bag with chain',\n",
       "  'crossbody bag with topstitching',\n",
       "  'studded crossbody bag',\n",
       "  'studded crossbody bag trf',\n",
       "  'soft crossbody bag with studs',\n",
       "  'crossbody bag',\n",
       "  'soft crossbody bag with chain',\n",
       "  'crossbody bag with shoulder strap',\n",
       "  'crossbody bag with metal clasp'],\n",
       " ['quilted maxi crossbody bag',\n",
       "  'maxi quilted crossbody bag',\n",
       "  'quilted crossbody bag',\n",
       "  'quilted crossbody bag trf',\n",
       "  'quilted crossbody bag with chain',\n",
       "  'maxi crossbody bag with chain',\n",
       "  'maxi crossbody bag',\n",
       "  'maxi crossbody bag trf',\n",
       "  'denim maxi crossbody bag',\n",
       "  'crossbody bag with chain'],\n",
       " ['quilted crossbody bag',\n",
       "  'quilted crossbody bag with studs',\n",
       "  'quilted crossbody bag with stud',\n",
       "  'quilted crossbody bag trf',\n",
       "  'studded quilted crossbody bag',\n",
       "  'quilted bag with studs',\n",
       "  'crossbody bag with studs',\n",
       "  'quilted crossbody bag with chain',\n",
       "  'quilted messenger bag with studs',\n",
       "  'quilted crossbody bag with flap'],\n",
       " ['bucket bag with studs',\n",
       "  'metal bucket bag',\n",
       "  'tumbled bucket bag',\n",
       "  'bucket bag',\n",
       "  'bucket bag with gold studs',\n",
       "  'limited edition bucket bag',\n",
       "  'bucket bag with metal studs',\n",
       "  'bucket bag with gold chain',\n",
       "  'gold bucket bag',\n",
       "  'tumbled bucket bag with studs'],\n",
       " ['white sneakers',\n",
       "  'contrast sneakers trf',\n",
       "  'white sneakers trf',\n",
       "  'contrast sneakers',\n",
       "  'combined sneakers trf',\n",
       "  'contrasting sneakers trf',\n",
       "  'contrasting sneakers',\n",
       "  'mountaineering sneakers trf',\n",
       "  'coloured sneakers trf',\n",
       "  'sneakers with contrasting soles'],\n",
       " ['animal print city bag',\n",
       "  'animal print rigid city bag',\n",
       "  'city bag with animal print',\n",
       "  'rigid animal print city bag',\n",
       "  'rigid city bag',\n",
       "  'rigid city bag trf',\n",
       "  'city bag',\n",
       "  'animal city bag trf',\n",
       "  'animal print bag trf',\n",
       "  'city bag trf'],\n",
       " ['split suede trainers trf',\n",
       "  'split suede trainers',\n",
       "  'split suede leather trainers trf',\n",
       "  'split suede leather trainers',\n",
       "  'split suede trainers with faux fur',\n",
       "  'leather trainers with faux fur trim',\n",
       "  'leather trainers trf',\n",
       "  'leather trainers with faux fur',\n",
       "  'leather trainers',\n",
       "  'faux fur split suede trainers'],\n",
       " ['contrast sneakers trf',\n",
       "  'contrast sneakers',\n",
       "  'contrasting sneakers trf',\n",
       "  'sneakers trf',\n",
       "  'contrast sneakers with track soles',\n",
       "  'sneakers with track soles',\n",
       "  'lace-up sneakers',\n",
       "  'sneakers with contrast soles',\n",
       "  'contrast trainers trf',\n",
       "  'sporty sneakers trf'],\n",
       " ['mesh sneakers trf',\n",
       "  'mesh sneakers with track soles',\n",
       "  'mesh sneakers',\n",
       "  'sneakers with mesh trf',\n",
       "  'pink sneakers trf',\n",
       "  'pink mesh sneakers trf',\n",
       "  'multicoloured sneakers trf',\n",
       "  'contrast sneakers trf',\n",
       "  'textured sneakers trf',\n",
       "  'metallic mesh sneakers trf'],\n",
       " ['beaded crossbody bag',\n",
       "  'beaded crossbody bag trf',\n",
       "  'crossbody bag with beaded fringing',\n",
       "  'cylindrical crossbody bag',\n",
       "  'cylindrical crossbody bag with fringing',\n",
       "  'crossbody bag with fringing',\n",
       "  'cylindrical crossbody bag trf',\n",
       "  'beaded crossbody bag with fringing',\n",
       "  'fringed crossbody bag',\n",
       "  'fringed crossbody bag trf'],\n",
       " ['quilted sneakers trf',\n",
       "  'quilted sneakers',\n",
       "  'quilted lace-up sneakers',\n",
       "  'pink quilted sneakers trf',\n",
       "  'contrast sneakers trf',\n",
       "  'contrast quilted sneakers trf',\n",
       "  'quilted pink sneakers trf',\n",
       "  'quilted sole sneakers trf',\n",
       "  'chunky sole sneakers trf',\n",
       "  'quilted shoes trf'],\n",
       " ['animal print sneakers trf',\n",
       "  'animal print sneakers',\n",
       "  'quilted sneakers trf',\n",
       "  'embossed animal print sneakers',\n",
       "  'quilted sneakers',\n",
       "  'embossed sneakers with quilted panels',\n",
       "  'embossed sneakers',\n",
       "  'embossed sneakers trf',\n",
       "  'quilted lace-up sneakers',\n",
       "  'sneakers with embossed animal print'],\n",
       " ['shimmery sock sneakers trf',\n",
       "  'shimmery sock-style sneakers',\n",
       "  'shimmery sock sneakers',\n",
       "  'shimmery sneakers trf',\n",
       "  'shimmery socks trf',\n",
       "  'shimmery stretch sneakers trf',\n",
       "  'metallic sock sneakers trf',\n",
       "  'stretch sock sneakers trf',\n",
       "  'shimmery stretch sock sneakers',\n",
       "  'sparkly sock sneakers trf'],\n",
       " ['contrast high-top trainers',\n",
       "  'high-top trainers trf',\n",
       "  'faux fur high-top trainers',\n",
       "  'high-top trainers',\n",
       "  'contrast trainers trf',\n",
       "  'chunky sole trainers trf',\n",
       "  'contrast high-top sneakers',\n",
       "  'combined high-top trainers',\n",
       "  'contrasting high-top trainers',\n",
       "  'high-top sneakers trf'],\n",
       " ['flat slingback shoes trf',\n",
       "  'flat slingback shoes',\n",
       "  'flat slingback shoes with pointed toes',\n",
       "  'flat slingbacks trf',\n",
       "  'flat slingback shoes with heels trf',\n",
       "  'flat slingback shoes with silver heels',\n",
       "  'flat slingback sandals trf',\n",
       "  'flat slingbacks with silver heels trf',\n",
       "  'strappy flat slingback shoes trf',\n",
       "  'flat shoes with pointed toes trf'],\n",
       " ['animal print ballerinas trf',\n",
       "  'animal print ballerinas',\n",
       "  'ballerinas with animal print trf',\n",
       "  'ballerinas with animal print',\n",
       "  'animal ballerinas trf',\n",
       "  'animal print ballets trf',\n",
       "  'animal print ballet flats trf',\n",
       "  'animal print ballerinas with crossed straps',\n",
       "  'animal print ankle boots trf',\n",
       "  'animal print ballerinas with tied detail'],\n",
       " ['denim espadrilles trf',\n",
       "  'denim espadrilles',\n",
       "  'contrast denim espadrilles trf',\n",
       "  'contrast espadrilles trf',\n",
       "  'jute espadrilles trf',\n",
       "  'contrasting denim espadrilles trf',\n",
       "  'denim espadrilles with jute soles',\n",
       "  'espadrilles with jute soles',\n",
       "  'denim espadrilles with jute sole',\n",
       "  'espadrilles trf'],\n",
       " ['flat mesh mules trf',\n",
       "  'flat mules trf',\n",
       "  'flat mesh mules',\n",
       "  'pointed toe mules trf',\n",
       "  'flat mules with pointed toe',\n",
       "  'mesh mules trf',\n",
       "  'mesh mules with pointed toe',\n",
       "  'flat mules',\n",
       "  'pointed toe mules',\n",
       "  'point toe mules trf'],\n",
       " ['flat mules trf',\n",
       "  'asymmetric mules trf',\n",
       "  'flat asymmetric mules trf',\n",
       "  'asymmetric flat mules trf',\n",
       "  'flat mules with pointed toes',\n",
       "  'flat mules with vent trf',\n",
       "  'asymmetric mules with pointed toes',\n",
       "  'flat mules',\n",
       "  'asymmetric mules with vent trf',\n",
       "  'asymmetric mules'],\n",
       " ['animal print mules trf',\n",
       "  'animal print flat mules trf',\n",
       "  'flat animal print mules trf',\n",
       "  'flat mules with animal print trf',\n",
       "  'flat mules with animal print',\n",
       "  'animal print mules',\n",
       "  'animal print flat mules',\n",
       "  'flat animal print mules',\n",
       "  'flat mules trf',\n",
       "  'flat mules with animal print toe'],\n",
       " ['soft ballerinas trf',\n",
       "  'ballerinas with knot trf',\n",
       "  'soft ballerinas',\n",
       "  'soft ballerinas with knot',\n",
       "  'ballerinas trf',\n",
       "  'soft knot ballerinas trf',\n",
       "  'ballerinas with knot',\n",
       "  'soft ballerinas with knot detail',\n",
       "  'knot ballerinas trf',\n",
       "  'ballerinas with knots trf'],\n",
       " ['flat leather mules trf',\n",
       "  'flat leather mules',\n",
       "  'flat mules trf',\n",
       "  'contrast flat leather mules trf',\n",
       "  'flat mules with square toe',\n",
       "  'leather mules with square toe',\n",
       "  'contrast flat mules trf',\n",
       "  'contrast leather mules trf',\n",
       "  'contrasting flat leather mules trf',\n",
       "  'flat mules with square toes'],\n",
       " ['lace ballerinas trf',\n",
       "  'lace ballerinas',\n",
       "  'ballerinas trf',\n",
       "  'lace ballet flats trf',\n",
       "  'black ballerinas trf',\n",
       "  'ballerinas',\n",
       "  'lace ballets trf',\n",
       "  'ballerinas with lace',\n",
       "  'black ballerinas',\n",
       "  'lace ballet shoes trf'],\n",
       " ['leather ballerinas',\n",
       "  'leather ballerinas trf',\n",
       "  'black leather ballerinas',\n",
       "  'leather ballerinas with lining',\n",
       "  'ballerinas trf',\n",
       "  'leather ballet flats trf',\n",
       "  'heeled leather ballerinas',\n",
       "  'lined leather ballerinas',\n",
       "  'limited edition leather ballerinas',\n",
       "  'ballerinas'],\n",
       " ['bejewelled ballerinas trf',\n",
       "  'ballerinas trf',\n",
       "  'ballerinas with bejewelled detail',\n",
       "  'bejewelled ballerinas',\n",
       "  'ballerinas with gem detail trf',\n",
       "  'ballerinas',\n",
       "  'studded ballerinas trf',\n",
       "  'sparkly ballerinas trf',\n",
       "  'black ballerinas trf',\n",
       "  'bejewelled ballet flats trf'],\n",
       " ['crossbody bag with chain',\n",
       "  'crossbody bag',\n",
       "  'crossbody bag trf',\n",
       "  'metal crossbody bag',\n",
       "  'mesh crossbody bag',\n",
       "  'crossbody bag with mesh',\n",
       "  'metal crossbody bag trf',\n",
       "  'crossbody bag with chain strap',\n",
       "  'mesh crossbody bag trf',\n",
       "  'metal mesh crossbody bag'],\n",
       " ['diamanté crossbody bag',\n",
       "  'diamanté mesh crossbody bag',\n",
       "  'mesh crossbody bag',\n",
       "  'mesh diamanté crossbody bag',\n",
       "  'crossbody bag with diamanté',\n",
       "  'black mesh crossbody bag',\n",
       "  'mesh crossbody bag trf',\n",
       "  'black mesh crossbody bag trf',\n",
       "  'limited edition mesh crossbody bag',\n",
       "  'mini diamanté crossbody bag'],\n",
       " ['mini crossbody bag with chain',\n",
       "  'mini crossbody bag',\n",
       "  'mini crossbody bag with chain detail',\n",
       "  'chain crossbody bag',\n",
       "  'mini crossbody bag trf',\n",
       "  'chain crossbody bag trf',\n",
       "  'mini chain crossbody bag',\n",
       "  'limited edition mini crossbody bag',\n",
       "  'crossbody bag with chain',\n",
       "  'mini chain crossbody bag trf'],\n",
       " ['leather mini city bag',\n",
       "  'mini city bag',\n",
       "  'mini city bag with chain',\n",
       "  'limited edition leather mini city bag',\n",
       "  'leather mini city bag trf',\n",
       "  'leather mini city bag with chain',\n",
       "  'mini city bag trf',\n",
       "  'mini city bag with gold chain',\n",
       "  'leather city bag',\n",
       "  'mini city bag with chain detail'],\n",
       " ['braided flat sandals trf',\n",
       "  'flat braided sandals trf',\n",
       "  'flat multicoloured sandals',\n",
       "  'flat sandals trf',\n",
       "  'flat sandals with tassels',\n",
       "  'multicoloured sandals trf',\n",
       "  'flat sandals with braided strap',\n",
       "  'braided flat sandals',\n",
       "  'knotted flat sandals trf',\n",
       "  'flat sandals'],\n",
       " ['iridescent flat sandals trf',\n",
       "  'flat sandals with iridescent straps',\n",
       "  'chunky flat sandals trf',\n",
       "  'combined flat sandals trf',\n",
       "  'metallic flat sandals trf',\n",
       "  'flat sandals with chunky soles',\n",
       "  'flat sandals trf',\n",
       "  'studded flat sandals trf',\n",
       "  'flat sandals with iridescent strap',\n",
       "  'flat sandals with raised details'],\n",
       " ['split suede flat sandals trf',\n",
       "  'flat leather sandals trf',\n",
       "  'flat leather sandals',\n",
       "  'flat sandals with buckle trf',\n",
       "  'flat suede sandals trf',\n",
       "  'flat sandals trf',\n",
       "  'leather flat sandals trf',\n",
       "  'split suede flat sandals',\n",
       "  'leather flat sandals',\n",
       "  'flat sandals with split suede straps'],\n",
       " ['oval crossbody minaudire',\n",
       "  'oval crossbody minaudire trf',\n",
       "  'methacrylate crossbody minaudire',\n",
       "  'methacrylate minaudire',\n",
       "  'crossbody minaudire',\n",
       "  'crossbody minaudire with methacrylate',\n",
       "  'oval minaudire',\n",
       "  'minaudire with methacrylate body',\n",
       "  'minaudire with knotted detail',\n",
       "  'crossbody minaudire with knotted detail'],\n",
       " ['flat gold sandals trf',\n",
       "  'flat gold sandals',\n",
       "  'beaded flat sandals trf',\n",
       "  'flat beaded sandals trf',\n",
       "  'flat sandals with beaded strap',\n",
       "  'flat sandals with gold beading',\n",
       "  'gold flat sandals trf',\n",
       "  'gold sandals trf',\n",
       "  'studded flat sandals trf',\n",
       "  'flat studded sandals trf'],\n",
       " ['quilted mobile phone carrying case',\n",
       "  'quilted mobile carrying case',\n",
       "  'mobile phone carrying case',\n",
       "  'quilted mobile phone carrying bag',\n",
       "  'quilted carrying case',\n",
       "  'quilted mobile carrying bag',\n",
       "  'quilted phone carrying case',\n",
       "  'quilted mobile wallet',\n",
       "  'mobile carrying case',\n",
       "  'quilted mobile phone carry case'],\n",
       " ['quilted mini crossbody bag',\n",
       "  'mini quilted crossbody bag',\n",
       "  'quilted crossbody bag',\n",
       "  'mini crossbody bag',\n",
       "  'quilted crossbody bag trf',\n",
       "  'quilted crossbody bag with chain',\n",
       "  'mini crossbody bag with chain',\n",
       "  'mini quilted bag',\n",
       "  'mini crossbody bag with flap',\n",
       "  'mini crossbody bag trf'],\n",
       " ['velvet crossbody bag',\n",
       "  'faux pearls velvet crossbody bag',\n",
       "  'velvet crossbody bag with pearls',\n",
       "  'velvet crossbody bag trf',\n",
       "  'crossbody bag with faux pearls',\n",
       "  'limited edition velvet crossbody bag',\n",
       "  'faux pearl velvet crossbody bag',\n",
       "  'velvet bag with faux pearls',\n",
       "  'black velvet crossbody bag',\n",
       "  'studded velvet crossbody bag'],\n",
       " ['gathered clutch',\n",
       "  'gathered clutch trf',\n",
       "  'metallic clutch',\n",
       "  'metallic clutch trf',\n",
       "  'metallic gathered clutch',\n",
       "  'limited edition metallic clutch',\n",
       "  'limited edition gathered clutch',\n",
       "  'gathered clutch with pocket',\n",
       "  'clutch with metallic finish',\n",
       "  'metallic clutch with pocket'],\n",
       " ['embossed animal print clutch bag',\n",
       "  'animal print clutch bag',\n",
       "  'embossed animal print clutch',\n",
       "  'embossed clutch bag',\n",
       "  'embossed animal clutch bag',\n",
       "  'animal print clutch',\n",
       "  'embossed clutch bag trf',\n",
       "  'embossed leather clutch bag',\n",
       "  'animal clutch bag',\n",
       "  'limited edition embossed clutch bag'],\n",
       " ['sneakers with raised lines',\n",
       "  'raised sole sneakers trf',\n",
       "  'sneakers trf',\n",
       "  'wide sole sneakers trf',\n",
       "  'black sneakers trf',\n",
       "  'black sneakers',\n",
       "  'contrast sneakers trf',\n",
       "  'black sneakers with raised lines',\n",
       "  'contrasting sneakers trf',\n",
       "  'sneakers with raised sole'],\n",
       " ['embossed grainy clutch',\n",
       "  'embossed grainy document holder clutch',\n",
       "  'embossed document-holder clutch',\n",
       "  'embossed document holder clutch',\n",
       "  'embossed blue document holder clutch',\n",
       "  'dark blue document holder clutch',\n",
       "  'blue document-holder clutch',\n",
       "  'embossed grainy clutch trf',\n",
       "  'blue document holder clutch',\n",
       "  'embossed grainy leather clutch'],\n",
       " ['animal print backpack',\n",
       "  'animal backpack',\n",
       "  'backpack with animal print',\n",
       "  'animal backpack trf',\n",
       "  'black backpack',\n",
       "  'black animal print backpack',\n",
       "  'disney backpack',\n",
       "  'black backpack trf',\n",
       "  'pack with animal print',\n",
       "  'bag with animal print'],\n",
       " ['embossed wallet',\n",
       "  'embossed black wallet',\n",
       "  'black embossed wallet',\n",
       "  'black wallet',\n",
       "  'embossed leather wallet',\n",
       "  'embossed wallet trf',\n",
       "  'wallet with embossed finish',\n",
       "  'limited edition embossed wallet',\n",
       "  'wallet with embossed detail',\n",
       "  'contrast embossed wallet'],\n",
       " ['flat leather sandals',\n",
       "  'flat leather sandals trf',\n",
       "  'flat leather sandals with metallic detail',\n",
       "  'flat leather sandals with tassels',\n",
       "  'flat leather sandals with gold detail',\n",
       "  'flat leather sandals with gold strap',\n",
       "  'flat leather sandals with crossover straps',\n",
       "  'flat leather sandals with gold metal',\n",
       "  'flat leather sandals with gold straps',\n",
       "  'flat leather sandals with gold trim'],\n",
       " ['black card holder',\n",
       "  'minimalist card holder',\n",
       "  'minimalist black card holder',\n",
       "  'monochrome card holder',\n",
       "  'black card holder trf',\n",
       "  'card holder',\n",
       "  'minimalist card holder trf',\n",
       "  'minimalist design card holder',\n",
       "  'black card holder with compartment',\n",
       "  'black card holder with compartments'],\n",
       " ['minimalist black wallet',\n",
       "  'minimalist wallet',\n",
       "  'black wallet',\n",
       "  'minimalist wallet trf',\n",
       "  'minimalist black wallet trf',\n",
       "  'black minimalist wallet',\n",
       "  'black wallet trf',\n",
       "  'black minimalist wallet trf',\n",
       "  'black wallet with compartments',\n",
       "  'minimalist black wallet with compartments'],\n",
       " ['black coin purse',\n",
       "  'black coin purse trf',\n",
       "  'coin purse',\n",
       "  'coin purse trf',\n",
       "  'limited edition coin purse',\n",
       "  'coin purse with lobster clasp',\n",
       "  'black coin purse with cord',\n",
       "  'mini coin purse trf',\n",
       "  'black coin purse with zip',\n",
       "  'limited edition black coin purse'],\n",
       " ['lined crossbody bag',\n",
       "  'crossbody bag with topstitching',\n",
       "  'crossbody bag',\n",
       "  'lined crossbody bag trf',\n",
       "  'quilted crossbody bag',\n",
       "  'crossbody bag with lined interior',\n",
       "  'crossbody bag with geometric design',\n",
       "  'geometric crossbody bag',\n",
       "  'crossbody bag with metallic detail',\n",
       "  'crossbody bag with geometric detail'],\n",
       " ['flat shoes with metallic detail',\n",
       "  'metallic flat shoes trf',\n",
       "  'flat leather shoes with metallic detail',\n",
       "  'leather flat shoes with metallic detail',\n",
       "  'metallic flat shoes',\n",
       "  'flat leather shoes',\n",
       "  'metallic flat leather shoes trf',\n",
       "  'metallic flat leather shoes',\n",
       "  'metallic leather flat shoes',\n",
       "  'metallic leather flat shoes trf'],\n",
       " ['high-heel leather shoes trf',\n",
       "  'high-heel leather shoes',\n",
       "  'high heel leather shoes trf',\n",
       "  'leather high-heel shoes trf',\n",
       "  'high heel leather shoes',\n",
       "  'leather shoes with pointed toes',\n",
       "  'pointed toes leather shoes trf',\n",
       "  'leather high-heel shoes',\n",
       "  'pointed toe leather shoes trf',\n",
       "  'heeled leather shoes'],\n",
       " ['leather mid-heel boots trf',\n",
       "  'leather mid-heel boots',\n",
       "  'leather high heel boots trf',\n",
       "  'leather high-heel boots trf',\n",
       "  'leather high-heel boots',\n",
       "  'mid-heel leather boots trf',\n",
       "  'leather heeled boots with block heel',\n",
       "  'block heel leather boots trf',\n",
       "  'leather boots with block heel trf',\n",
       "  'limited edition leather mid-heel boots'],\n",
       " ['metallic heeled boots trf',\n",
       "  'metallic kitten heel boots trf',\n",
       "  'metallic heeled boots',\n",
       "  'heeled boots with kitten heel',\n",
       "  'metallic high heel boots trf',\n",
       "  'kitten heel boots trf',\n",
       "  'metallic heeled boots with kitten',\n",
       "  'metallic boots trf',\n",
       "  'metallic kitten heel boots',\n",
       "  'boots with kitten heel trf'],\n",
       " ['split suede mid-heel boots',\n",
       "  'split suede leather mid-heel boots',\n",
       "  'split suede high-heel boots',\n",
       "  'split suede high heel boots trf',\n",
       "  'split suede high heel boots',\n",
       "  'split suede heeled boots',\n",
       "  'split suede leather high-heel boots',\n",
       "  'split suede heeled boots trf',\n",
       "  'split suede leather boots',\n",
       "  'split suede boots'],\n",
       " ['split suede heeled boots',\n",
       "  'soft split suede heeled boots',\n",
       "  'split suede heeled boots trf',\n",
       "  'split suede high heel boots trf',\n",
       "  'soft suede heeled boots trf',\n",
       "  'soft split suede boots trf',\n",
       "  'split suede leather heeled boots',\n",
       "  'soft suede heeled boots',\n",
       "  'heeled split suede boots trf',\n",
       "  'soft split suede leather heeled boots'],\n",
       " ['leather boots',\n",
       "  'contrast leather boots',\n",
       "  'cowhide boots',\n",
       "  'lined leather boots',\n",
       "  'boots with track soles',\n",
       "  'warm leather boots',\n",
       "  'cowhide leather boots',\n",
       "  'sheepskin leather boots',\n",
       "  'soft leather boots',\n",
       "  'contrasting leather boots'],\n",
       " ['animal print bucket bag',\n",
       "  'animal bucket bag trf',\n",
       "  'bucket bag with animal print',\n",
       "  'animal bucket bag',\n",
       "  'black bucket bag trf',\n",
       "  'black animal print bucket bag',\n",
       "  'animal print bag trf',\n",
       "  'black bucket bag',\n",
       "  'animal print tote bag',\n",
       "  'animal print bucket'],\n",
       " ['flat knee-high boots trf',\n",
       "  'flat knee-high boots',\n",
       "  'knee-high boots trf',\n",
       "  'flat knee high boots trf',\n",
       "  'flat boots with track soles trf',\n",
       "  'flat ankle boots trf',\n",
       "  'knee-high boots with track soles',\n",
       "  'flat boots trf',\n",
       "  'flat black knee-high boots',\n",
       "  'flat boots with track soles'],\n",
       " ['bejewelled ankle boots trf',\n",
       "  'ankle boots with bejewelled detail trf',\n",
       "  'sparkly ankle boots trf',\n",
       "  'shiny ankle boots with bejewelled detail',\n",
       "  'bejewelled ankle boots',\n",
       "  'ankle boots with bejewelled upper trf',\n",
       "  'shiny ankle boots trf',\n",
       "  'shiny ankle boots with bejewelled trf',\n",
       "  'bejewelled shiny ankle boots trf',\n",
       "  'shiny ankle boots with pointed toe trf'],\n",
       " ['faux patent-finish ankle boots trf',\n",
       "  'high-heel ankle boots trf',\n",
       "  'high heel ankle boots trf',\n",
       "  'block heel ankle boots trf',\n",
       "  'faux patent heel ankle boots trf',\n",
       "  'faux patent finish ankle boots trf',\n",
       "  'platform high-heel ankle boots trf',\n",
       "  'high-heel platform ankle boots trf',\n",
       "  'faux patent finish platform ankle boots trf',\n",
       "  'patent-finish platform ankle boots trf'],\n",
       " ['mesh high heel ankle boots trf',\n",
       "  'high heel ankle boots trf',\n",
       "  'high heel mesh ankle boots trf',\n",
       "  'mesh ankle boots trf',\n",
       "  'mesh high heel ankle boots',\n",
       "  'high-heel ankle boots trf',\n",
       "  'high heel ankle boots with mesh',\n",
       "  'mesh heeled ankle boots trf',\n",
       "  'square-heel ankle boots trf',\n",
       "  'black mesh ankle boots trf'],\n",
       " ['high heel ankle boots trf',\n",
       "  'high-heel ankle boots trf',\n",
       "  'high heel ankle boots',\n",
       "  'white high heel ankle boots trf',\n",
       "  'v vamp ankle boots trf',\n",
       "  'lined high heel ankle boots trf',\n",
       "  'high heel ankle boots with stilettos',\n",
       "  'ankle boots with v vamp trf',\n",
       "  'flat ankle boots trf',\n",
       "  'plimsolls trf'],\n",
       " ['high-heel ankle boots trf',\n",
       "  'high heel ankle boots trf',\n",
       "  'high-heel ankle boots',\n",
       "  'v vamp ankle boots trf',\n",
       "  'ankle boots with stiletto heel trf',\n",
       "  'vamp ankle boots trf',\n",
       "  'high heeled ankle boots trf',\n",
       "  'black high heel ankle boots trf',\n",
       "  'high heel ankle boots',\n",
       "  'stiletto ankle boots trf'],\n",
       " ['platform heeled ankle boots trf',\n",
       "  'platform ankle boots trf',\n",
       "  'ankle boots with platform sole trf',\n",
       "  'heeled platform ankle boots trf',\n",
       "  'platform heeled ankle boots',\n",
       "  'platform heel ankle boots trf',\n",
       "  'block heel ankle boots trf',\n",
       "  'ankle boots trf',\n",
       "  'ankle boots with track soles trf',\n",
       "  'heeled ankle boots with track soles'],\n",
       " ['leather high-heel ankle boots',\n",
       "  'quilted leather high-heel ankle boots',\n",
       "  'leather high heel ankle boots trf',\n",
       "  'leather ankle boots with track soles',\n",
       "  'black leather high-heel ankle boots',\n",
       "  'block heel leather ankle boots trf',\n",
       "  'quilted leather ankle boots trf',\n",
       "  'leather high heel ankle boots',\n",
       "  'quilted ankle boots trf',\n",
       "  'leather ankle boots trf'],\n",
       " ['asymmetric heeled ankle boots trf',\n",
       "  'asymmetric ankle boots trf',\n",
       "  'asymmetric heeled ankle boots',\n",
       "  'asymmetric high heel ankle boots trf',\n",
       "  'asymmetric heel ankle boots trf',\n",
       "  'asymmetric ankle boots',\n",
       "  'contrast heeled ankle boots trf',\n",
       "  'asymmetric platform ankle boots trf',\n",
       "  'contrast asymmetric ankle boots trf',\n",
       "  'asymmetric stiletto ankle boots trf'],\n",
       " ['chunky heel ankle boots trf',\n",
       "  'platform ankle boots trf',\n",
       "  'high heel ankle boots trf',\n",
       "  'lined platform ankle boots trf',\n",
       "  'lined ankle boots trf',\n",
       "  'ankle boots with platform trf',\n",
       "  'high-heel ankle boots',\n",
       "  'chunky platform ankle boots trf',\n",
       "  'ankle boots trf',\n",
       "  'chunky heel ankle boots'],\n",
       " ['animal print ankle boots trf',\n",
       "  'animal print high heel ankle boots trf',\n",
       "  'animal print high-heel ankle boots',\n",
       "  'animal print platform ankle boots trf',\n",
       "  'animal print high heel ankle boots',\n",
       "  'animal print ankle boots',\n",
       "  'animal print heeled ankle boots trf',\n",
       "  'animal print high-heel boots trf',\n",
       "  'animal print block heel ankle boots trf',\n",
       "  'animal print ankle boots with platform trf'],\n",
       " ['flat animal print ankle boots trf',\n",
       "  'animal print flat ankle boots trf',\n",
       "  'animal print ankle boots trf',\n",
       "  'flat ankle boots with animal print',\n",
       "  'flat animal print ankle boots',\n",
       "  'animal print ankle boots',\n",
       "  'animal print flat ankle boots',\n",
       "  'animal print platform ankle boots trf',\n",
       "  'flat platform ankle boots with animal print',\n",
       "  'flat ankle boots with track soles'],\n",
       " ['flat leather ankle boots with chains',\n",
       "  'flat leather ankle boots with chain',\n",
       "  'flat leather ankle boots with faux pearls',\n",
       "  'flat leather ankle boots with chain detail',\n",
       "  'flat leather ankle boots',\n",
       "  'flat leather ankle boots trf',\n",
       "  'flat leather ankle boots with pearls',\n",
       "  'studded flat leather ankle boots trf',\n",
       "  'flat ankle boots with chains trf',\n",
       "  'studded flat leather ankle boots'],\n",
       " ['flat leather ankle boots with studs',\n",
       "  'flat leather ankle boots',\n",
       "  'flat leather ankle boots trf',\n",
       "  'flat ankle boots with studs trf',\n",
       "  'studded flat leather ankle boots trf',\n",
       "  'flat leather boots with studs trf',\n",
       "  'flat leather ankle boots with studded soles',\n",
       "  'studded flat leather ankle boots',\n",
       "  'flat leather ankle boots with studded detail',\n",
       "  'flat leather boots with studs'],\n",
       " ['animal print cowboy ankle boots trf',\n",
       "  'animal print high heel ankle boots trf',\n",
       "  'animal print ankle boots trf',\n",
       "  'animal print cowboy heel ankle boots trf',\n",
       "  'animal print cowboy ankle boots',\n",
       "  'animal print high heel ankle boots',\n",
       "  'animal print cowboy high heel ankle boots',\n",
       "  'animal print cowboy heel ankle boots',\n",
       "  'animal print ankle boots',\n",
       "  'high heel animal print ankle boots trf'],\n",
       " ['split suede ankle boots with studs trf',\n",
       "  'split suede ankle boots with studs',\n",
       "  'split suede low-heel ankle boots with studs',\n",
       "  'split suede high-heel ankle boots with studs',\n",
       "  'studded split suede ankle boots trf',\n",
       "  'split suede low-heel ankle boots',\n",
       "  'split suede high-heel ankle boots trf',\n",
       "  'split suede high-heel ankle boots',\n",
       "  'split suede low-heel ankle boots trf',\n",
       "  'cut-out split suede ankle boots trf'],\n",
       " ['leather ankle boots',\n",
       "  'studded leather ankle boots',\n",
       "  'leather ankle boots with micro studs',\n",
       "  'leather ankle boots trf',\n",
       "  'black leather ankle boots',\n",
       "  'leather ankle boots with studded straps',\n",
       "  'limited edition leather ankle boots',\n",
       "  'studded leather ankle boots trf',\n",
       "  'micro-studded leather ankle boots',\n",
       "  'leather ankle boots with straps'],\n",
       " ['leather ankle boots with studs trf',\n",
       "  'studded leather ankle boots trf',\n",
       "  'leather ankle boots with studs',\n",
       "  'leather low-heel ankle boots with studs',\n",
       "  'studded leather ankle boots',\n",
       "  'leather high-heel ankle boots with studs',\n",
       "  'studded ankle boots trf',\n",
       "  'leather low-heel ankle boots trf',\n",
       "  'studded low-heel ankle boots trf',\n",
       "  'studded leather low-heel ankle boots'],\n",
       " ['flat ankle boots with studs',\n",
       "  'flat ankle boots with animal print',\n",
       "  'animal print flat ankle boots',\n",
       "  'flat ankle boots',\n",
       "  'flat ankle boots trf',\n",
       "  'flat animal print ankle boots',\n",
       "  'animal print ankle boots trf',\n",
       "  'ankle boots with studs trf',\n",
       "  'studded flat ankle boots trf',\n",
       "  'studded flat ankle boots'],\n",
       " ['cut-out ankle boots trf',\n",
       "  'ankle boots with cut-out detail trf',\n",
       "  'cut-out heeled ankle boots trf',\n",
       "  'cut-out high heel ankle boots trf',\n",
       "  'ankle boots with cut-out details trf',\n",
       "  'limited edition cut-out ankle boots trf',\n",
       "  'black cut-out ankle boots trf',\n",
       "  'cut-out flat ankle boots trf',\n",
       "  'cut-out low heel ankle boots trf',\n",
       "  'cut-out leather ankle boots trf'],\n",
       " ['chelsea boots trf',\n",
       "  'black chelsea boots trf',\n",
       "  'low heel chelsea boots trf',\n",
       "  'chelsea boots with track soles',\n",
       "  'high heel chelsea boots trf',\n",
       "  'chelsea boots',\n",
       "  'low-heel chelsea boots',\n",
       "  'black chelsea boots',\n",
       "  'track sole chelsea boots trf',\n",
       "  'track soles chelsea boots trf'],\n",
       " ['chelsea boots with track soles',\n",
       "  'chelsea boots trf',\n",
       "  'chelsea boots',\n",
       "  'mid-heel chelsea boots',\n",
       "  'black chelsea boots trf',\n",
       "  'chelsea boots with chunky soles',\n",
       "  'chunky chelsea boots trf',\n",
       "  'black chelsea boots',\n",
       "  'contrast chelsea boots trf',\n",
       "  'sporty chelsea boots trf'],\n",
       " ['leather ankle boots with track soles',\n",
       "  'leather ankle boots',\n",
       "  'low heel leather ankle boots',\n",
       "  'high heel leather ankle boots',\n",
       "  'sky blue leather ankle boots',\n",
       "  'leather ankle boots trf',\n",
       "  'leather ankle boots with zip',\n",
       "  'leather ankle boots with track sole',\n",
       "  'leather ankle boots with zips',\n",
       "  'low-heel leather ankle boots'],\n",
       " ['padded ankle boots trf',\n",
       "  'padded ankle boots with track soles',\n",
       "  'low-heel ankle boots trf',\n",
       "  'chunky track sole ankle boots trf',\n",
       "  'high heel ankle boots trf',\n",
       "  'padded track sole ankle boots trf',\n",
       "  'high-heel ankle boots trf',\n",
       "  'padded ankle boots',\n",
       "  'padded high heel ankle boots trf',\n",
       "  'ankle boots with track soles trf'],\n",
       " ['vinyl heeled slingback shoes',\n",
       "  'vinyl slingback shoes',\n",
       "  'vinyl slingback shoes trf',\n",
       "  'heeled vinyl slingback shoes',\n",
       "  'heeled slingback shoes with vinyl',\n",
       "  'contrast vinyl heeled slingback shoes',\n",
       "  'contrast vinyl slingback shoes trf',\n",
       "  'vinyl slingback heeled shoes',\n",
       "  'vinyl high-heel slingback shoes',\n",
       "  'transparent vinyl slingback shoes trf'],\n",
       " ['high heel slingback shoes trf',\n",
       "  'patent finish slingback shoes trf',\n",
       "  'high heel slingback shoes',\n",
       "  'patent finish slingback shoes',\n",
       "  'patent heel slingback shoes trf',\n",
       "  'slingback shoes with pointed toes',\n",
       "  'flat slingback shoes trf',\n",
       "  'high heel slingbacks trf',\n",
       "  'block heel slingback shoes trf',\n",
       "  'slingback shoes trf'],\n",
       " ['faux patent slingback shoes trf',\n",
       "  'high-heel slingback shoes trf',\n",
       "  'faux patent slingback shoes',\n",
       "  'faux patent high-heel slingback shoes',\n",
       "  'high-heel slingback shoes',\n",
       "  'high heel slingback shoes trf',\n",
       "  'patent slingback shoes trf',\n",
       "  'high-heel slingbacks trf',\n",
       "  'slingback high-heel shoes trf',\n",
       "  'faux patent slingback high-heel shoes'],\n",
       " ['high-heel shoes with rhinestones trf',\n",
       "  'rhinestone high-heel shoes trf',\n",
       "  'mesh high-heel shoes trf',\n",
       "  'high-heel shoes with rhinestones',\n",
       "  'high-heel shoes trf',\n",
       "  'multicoloured high-heel shoes trf',\n",
       "  'high heel shoes with rhinestones trf',\n",
       "  'studded high-heel shoes trf',\n",
       "  'high-heel shoes with mesh trf',\n",
       "  'rhinestone mesh high-heel shoes trf'],\n",
       " ['vinyl kitten-heel shoes',\n",
       "  'vinyl kitten-heel shoes with shimmer',\n",
       "  'vinyl kitten-heel shoes trf',\n",
       "  'see-through kitten-heel shoes',\n",
       "  'transparent vinyl kitten-heel shoes',\n",
       "  'kitten-heel shoes with vinyl shimmer',\n",
       "  'sparkly vinyl kitten-heel shoes',\n",
       "  'shimmery vinyl kitten-heel shoes',\n",
       "  'transparent kitten-heel shoes trf',\n",
       "  'kitten-heel shoes with vinyl'],\n",
       " ['animal print slingback kitten heel shoes trf',\n",
       "  'animal print slingback kitten heel shoes',\n",
       "  'animal print slingback kitten heels trf',\n",
       "  'animal print kitten heel shoes trf',\n",
       "  'animal print kitten heel slingback shoes trf',\n",
       "  'leopard slingback kitten heel shoes trf',\n",
       "  'animal print slingback shoes trf',\n",
       "  'animal print slingback kitten shoes trf',\n",
       "  'slingback kitten heel shoes trf',\n",
       "  'animal print slingback kitten heels'],\n",
       " ['high heel shoes with bow trf',\n",
       "  'micro-studded high heel shoes trf',\n",
       "  'high heel shoes with micro-studded bow',\n",
       "  'maxi bow high heel shoes trf',\n",
       "  'high heel shoes trf',\n",
       "  'high-heel shoes with bow trf',\n",
       "  'high heel shoes with micro studs trf',\n",
       "  'mini bow high heel shoes trf',\n",
       "  'high heel shoes with mini bow trf',\n",
       "  'maxi bow high-heel shoes trf'],\n",
       " ['quilted heeled mules',\n",
       "  'quilted heeled mules trf',\n",
       "  'quilted high-heel mules',\n",
       "  'quilted mules trf',\n",
       "  'quilted high heel mules trf',\n",
       "  'quilted mules with pointed toe',\n",
       "  'quilted mules',\n",
       "  'quilted high heel mules',\n",
       "  'quilted stiletto heeled mules',\n",
       "  'quilted high heeled mules'],\n",
       " ['black tote bag',\n",
       "  'tote bag with eyelets',\n",
       "  'nylon tote bag',\n",
       "  'tote bag with metal eyelets',\n",
       "  'nylon tote bag with eyelets',\n",
       "  'tote bag',\n",
       "  'metal tote bag',\n",
       "  'black tote bag trf',\n",
       "  'black tote bag with eyelets',\n",
       "  'nylon tote bag trf'],\n",
       " ['metallic mini tote bag',\n",
       "  'mini tote bag with slogan',\n",
       "  'mini tote bag',\n",
       "  'metallic tote bag',\n",
       "  'metallic tote bag with slogan',\n",
       "  'mini tote bag trf',\n",
       "  'silver mini tote bag',\n",
       "  'mini tote bag with piping',\n",
       "  'mini metallic tote bag',\n",
       "  'limited edition mini tote bag'],\n",
       " ['check tote bag',\n",
       "  'foldable tote bag',\n",
       "  'foldable tote bag with print',\n",
       "  'printed tote bag',\n",
       "  'check print tote bag',\n",
       "  'check print foldable tote bag',\n",
       "  'tote bag with print',\n",
       "  'tote bag with check print',\n",
       "  'check tote bag trf',\n",
       "  'check foldable tote bag'],\n",
       " ['animal print leather mini tote bag',\n",
       "  'animal print mini tote bag',\n",
       "  'leather mini tote bag',\n",
       "  'animal print leather tote bag',\n",
       "  'leather animal print mini tote bag',\n",
       "  'combined leather mini tote bag',\n",
       "  'leather mini tote bag trf',\n",
       "  'limited edition leather mini tote bag',\n",
       "  'leather mini tote bag with buckle',\n",
       "  'animal print leather mini tote'],\n",
       " ['mini tote bag',\n",
       "  'mini tote bag trf',\n",
       "  'mini tote bag with piping',\n",
       "  'mini tote bag with contrast piping',\n",
       "  'mini tote bag with metal handles',\n",
       "  'mini tote bag with metal pieces',\n",
       "  'fuchsia mini tote bag',\n",
       "  'mini tote bag with contrasting piping',\n",
       "  'mini tote bag with metal piping',\n",
       "  'mini tote bag with chain'],\n",
       " ['quilted tote bag with studs',\n",
       "  'nylon tote bag with studs',\n",
       "  'quilted tote bag',\n",
       "  'nylon quilted tote bag',\n",
       "  'nylon quilted tote bag with studs',\n",
       "  'quilted tote bag trf',\n",
       "  'nylon tote bag with studded strap',\n",
       "  'quilted tote bag with studded strap',\n",
       "  'nylon quilted tote bag trf',\n",
       "  'quilted tote bag with gold studs'],\n",
       " ['canvas tote bag with studs',\n",
       "  'canvas tote bag with slogan',\n",
       "  'canvas tote bag',\n",
       "  'canvas tote bag trf',\n",
       "  'tote bag with studs',\n",
       "  'tote bag with slogan',\n",
       "  'tote bag with slogan and studs',\n",
       "  'tote bag with studs trf',\n",
       "  'canvas bag with studs trf',\n",
       "  'canvas tote bag with contrast studs'],\n",
       " ['quilted nylon maxi tote bag',\n",
       "  'quilted maxi tote bag',\n",
       "  'quilted maxi tote bag trf',\n",
       "  'nylon maxi tote bag',\n",
       "  'maxi quilted nylon tote bag',\n",
       "  'nylon maxi tote bag trf',\n",
       "  'maxi nylon tote bag',\n",
       "  'quilted maxi tote bag with rope',\n",
       "  'quilted nylon tote bag',\n",
       "  'maxi tote bag with quilted nylon'],\n",
       " ['zebra print leather high heel sandals',\n",
       "  'leather high heel sandals trf',\n",
       "  'zebra print high heel sandals trf',\n",
       "  'leather high heel sandals',\n",
       "  'zebra leather high heel sandals trf',\n",
       "  'leather high-heel sandals trf',\n",
       "  'zebra print leather high-heel sandals',\n",
       "  'zebra high heel sandals trf',\n",
       "  'zebra print high heel sandals',\n",
       "  'high heel leather sandals trf'],\n",
       " ['mini bucket bag',\n",
       "  'mini bucket bag with studded handles',\n",
       "  'studded mini bucket bag',\n",
       "  'mini bucket bag with studded detail',\n",
       "  'mini bucket bag with studded handle',\n",
       "  'mini bucket bag with studded details',\n",
       "  'mini bucket bag with studded trim',\n",
       "  'mini bucket bag trf',\n",
       "  'limited edition mini bucket bag',\n",
       "  'mini bucket bag with studded trims'],\n",
       " ['criss-cross platform sandals trf',\n",
       "  'high-heel sandals trf',\n",
       "  'platform high-heel sandals trf',\n",
       "  'high heel sandals trf',\n",
       "  'strappy platform sandals trf',\n",
       "  'high-heel platform sandals trf',\n",
       "  'criss-cross sandals trf',\n",
       "  'strappy sandals trf',\n",
       "  'platform sandals trf',\n",
       "  'strappy high-heel sandals trf'],\n",
       " ['animal print bucket bag',\n",
       "  'bucket bag with animal print',\n",
       "  'animal bucket bag trf',\n",
       "  'animal bucket bag',\n",
       "  'animal print bag trf',\n",
       "  'animal print tote bag',\n",
       "  'animal print bucket',\n",
       "  'animal print handbag trf',\n",
       "  'disney bucket bag',\n",
       "  'coloured animal print bucket bag'],\n",
       " ['quilted high heel sandals trf',\n",
       "  'quilted high heel sandals',\n",
       "  'quilted high-heel sandals',\n",
       "  'high heel quilted sandals trf',\n",
       "  'quilted heeled sandals trf',\n",
       "  'quilted sandals trf',\n",
       "  'quilted platform sandals trf',\n",
       "  'quilted stiletto sandals trf',\n",
       "  'quilted heeled sandals',\n",
       "  'quilted strappy sandals trf'],\n",
       " ['mini bucket bag',\n",
       "  'mini bucket bag with micro studs',\n",
       "  'transparent mini bucket bag',\n",
       "  'mini bucket bag with studs',\n",
       "  'mini bucket bag trf',\n",
       "  'mini bucket bag with vinyl body',\n",
       "  'vinyl mini bucket bag',\n",
       "  'mini bucket bag with chain',\n",
       "  'mini bucket bag with metallic studs',\n",
       "  'transparent mini bucket bag trf'],\n",
       " ['mesh bucket bag',\n",
       "  'mesh bucket bag trf',\n",
       "  'rhinestone bucket bag trf',\n",
       "  'rhinestone bucket bag',\n",
       "  'rhinestone mesh bucket bag',\n",
       "  'bucket bag with rhinestone details',\n",
       "  'bucket bag',\n",
       "  'bucket bag with rhinestone detail',\n",
       "  'bucket bag with mesh',\n",
       "  'bucket bag trf'],\n",
       " ['nylon backpack tote bag',\n",
       "  'nylon backpack',\n",
       "  'nylon backpack with chain',\n",
       "  'nylon backpack with chain detail',\n",
       "  'nylon tote bag with chain',\n",
       "  'nylon backpack bag',\n",
       "  'backpack tote bag with chain',\n",
       "  'nylon tote bag',\n",
       "  'nylon backpack bag trf',\n",
       "  'nylon backpack bag with chain'],\n",
       " ['beaded bucket bag',\n",
       "  'beaded bucket bag trf',\n",
       "  'velvet bucket bag',\n",
       "  'velvet bucket bag trf',\n",
       "  'bucket bag with velvet detail',\n",
       "  'beaded bucket bag with tassel',\n",
       "  'bucket bag with beaded body',\n",
       "  'limited edition beaded bucket bag',\n",
       "  'bucket bag trf',\n",
       "  'bucket bag'],\n",
       " ['multicoloured bucket bag',\n",
       "  'mesh bucket bag',\n",
       "  'multicoloured mesh bucket bag',\n",
       "  'mesh bucket bag trf',\n",
       "  'bucket bag with rhinestone details',\n",
       "  'mesh bucket bag with rhinestones',\n",
       "  'bucket bag with rhinestone detail',\n",
       "  'rhinestone bucket bag',\n",
       "  'bucket bag',\n",
       "  'rhinestone mesh bucket bag'],\n",
       " ['multicoloured sneakers trf',\n",
       "  'multicoloured sneakers',\n",
       "  'multicoloured lace-up sneakers',\n",
       "  'rubberised sneakers trf',\n",
       "  'rubberised multicoloured sneakers',\n",
       "  'multi-piece sneakers trf',\n",
       "  'multicoloured chunky sneakers trf',\n",
       "  'multicolour sneakers trf',\n",
       "  'multi-coloured sneakers trf',\n",
       "  'chunky sneakers trf'],\n",
       " ['technical trainers trf',\n",
       "  'pink trainers trf',\n",
       "  'contrast trainers trf',\n",
       "  'chunky trainers trf',\n",
       "  'trainers trf',\n",
       "  'textured trainers trf',\n",
       "  'colour block trainers trf',\n",
       "  'trainers with track soles',\n",
       "  'combined trainers trf',\n",
       "  'track sole trainers trf'],\n",
       " ['technical sneakers trf',\n",
       "  'technical fabric sneakers trf',\n",
       "  'technical sneakers',\n",
       "  'technical fabric sneakers',\n",
       "  'technical sneakers with raised effect',\n",
       "  'combined sneakers trf',\n",
       "  'technical sneakers with raised detail',\n",
       "  'sneakers trf',\n",
       "  'sneakers with raised effect',\n",
       "  'contrast sneakers trf'],\n",
       " ['mesh trainers trf',\n",
       "  'mesh trainers',\n",
       "  'mesh trainers with chunky soles',\n",
       "  'technical trainers trf',\n",
       "  'technical mesh trainers trf',\n",
       "  'mesh sneakers trf',\n",
       "  'contrast mesh trainers trf',\n",
       "  'black mesh trainers trf',\n",
       "  'chunky sole trainers trf',\n",
       "  'textured trainers trf'],\n",
       " ['mustard backpack',\n",
       "  'mustard yellow backpack',\n",
       "  'mustard backpack trf',\n",
       "  'backpack with metal ring',\n",
       "  'backpack with ring detail',\n",
       "  'mustard backpack with ring',\n",
       "  'yellow backpack',\n",
       "  'backpack with ring',\n",
       "  'backpack with contrast piping',\n",
       "  'backpack with piping'],\n",
       " ['black backpack',\n",
       "  'backpack',\n",
       "  'backpack with handle',\n",
       "  'combined backpack',\n",
       "  'backpack trf',\n",
       "  'backpack with flap',\n",
       "  'limited edition backpack',\n",
       "  'backpack with handles',\n",
       "  'backpack with gathering',\n",
       "  'backpack with pockets'],\n",
       " ['contrast sneakers trf',\n",
       "  'contrasting sneakers trf',\n",
       "  'white sneakers trf',\n",
       "  'chunky sneakers trf',\n",
       "  'rubberised sneakers trf',\n",
       "  'contrast sneakers',\n",
       "  'sneakers trf',\n",
       "  'lace-up sneakers',\n",
       "  'chunky split sneakers trf',\n",
       "  'chunky sole sneakers trf'],\n",
       " ['multicoloured sneakers trf',\n",
       "  'multicoloured sneakers',\n",
       "  'chunky sneakers trf',\n",
       "  'rubberised sneakers trf',\n",
       "  'sneakers with multicoloured pieces',\n",
       "  'colourful sneakers trf',\n",
       "  'sneakers trf',\n",
       "  'sneakers with rubberised pieces',\n",
       "  'multicolour sneakers trf',\n",
       "  'sneakers with rubberised detail'],\n",
       " ['backpack with studs',\n",
       "  'black backpack',\n",
       "  'black backpack with studs',\n",
       "  'studded backpack',\n",
       "  'studded backpack trf',\n",
       "  'black backpack trf',\n",
       "  'backpack',\n",
       "  'limited edition backpack',\n",
       "  'traveller backpack with studs',\n",
       "  'backpack trf'],\n",
       " ['technical sneakers trf',\n",
       "  'technical sneakers',\n",
       "  'combined sneakers trf',\n",
       "  'contrast sneakers trf',\n",
       "  'chunky sneakers trf',\n",
       "  'lace-up sneakers',\n",
       "  'black sneakers trf',\n",
       "  'sporty sneakers trf',\n",
       "  'sneakers with technical fabric',\n",
       "  'textured sneakers trf'],\n",
       " ['studded sneakers trf',\n",
       "  'chunky sole sneakers trf',\n",
       "  'rhinestone sneakers trf',\n",
       "  'sneakers with rhinestones trf',\n",
       "  'rhinestone lace-up sneakers',\n",
       "  'rhinestone sneakers',\n",
       "  'studded sneakers',\n",
       "  'chunky sole sneakers with rhinestones',\n",
       "  'sparkly sneakers trf',\n",
       "  'chunky sole sneakers'],\n",
       " ['animal print trainers trf',\n",
       "  'animal print trainers',\n",
       "  'trainers with animal print',\n",
       "  'animal trainers trf',\n",
       "  'animal print trainers with studs',\n",
       "  'animal trainers',\n",
       "  'leather trainers with animal print',\n",
       "  'animal print leather trainers',\n",
       "  'animal trainers with studs',\n",
       "  'leather trainers with studs'],\n",
       " ['animal print sneakers trf',\n",
       "  'animal print sneakers',\n",
       "  'leopard print sneakers trf',\n",
       "  'sneakers with animal print trf',\n",
       "  'leopard sneakers trf',\n",
       "  'combined animal print sneakers trf',\n",
       "  'leopard print sneakers',\n",
       "  'sneakers with animal print',\n",
       "  'animal print sneakers with contrast sole',\n",
       "  'contrast animal print sneakers trf'],\n",
       " ['animal print trainers trf',\n",
       "  'platform trainers trf',\n",
       "  'trainers with animal print lining',\n",
       "  'trainers with animal print',\n",
       "  'perforated trainers trf',\n",
       "  'animal print trainers',\n",
       "  'contrast platform trainers trf',\n",
       "  'contrast trainers trf',\n",
       "  'trainers with platform soles',\n",
       "  'trainers trf'],\n",
       " ['city bag with piping',\n",
       "  'city bag',\n",
       "  'city bag trf',\n",
       "  'city bag with contrast piping',\n",
       "  'city bag with braided handles',\n",
       "  'ice city bag',\n",
       "  'ice city bag trf',\n",
       "  'city bag with contrasting piping',\n",
       "  'ice city bag with piping',\n",
       "  'city bag with braided handle'],\n",
       " ['city bag with studs',\n",
       "  'city bag with stud',\n",
       "  'city bag with stud details',\n",
       "  'city bag with stud detail',\n",
       "  'patent finish city bag',\n",
       "  'city bag',\n",
       "  'city bag with patent finish',\n",
       "  'limited edition city bag',\n",
       "  'city bag trf',\n",
       "  'studded city bag'],\n",
       " ['grey city bag',\n",
       "  'city bag',\n",
       "  'city bag trf',\n",
       "  'grey city bag trf',\n",
       "  'city bag with contrast piping',\n",
       "  'city bag with piping',\n",
       "  'limited edition city bag',\n",
       "  'combined city bag trf',\n",
       "  'city bag with handles',\n",
       "  'city bag with magnet closure'],\n",
       " ['iridescent mini city bag',\n",
       "  'mini city bag',\n",
       "  'iridescent vinyl mini city bag',\n",
       "  'vinyl mini city bag',\n",
       "  'iridescent city bag',\n",
       "  'iridescent vinyl city bag',\n",
       "  'translucent mini city bag',\n",
       "  'mini city bag trf',\n",
       "  'mini city bag with chain',\n",
       "  'transparent mini city bag'],\n",
       " ['mini city bag trf',\n",
       "  'mini city bag',\n",
       "  'technical mini city bag',\n",
       "  'technical mini city bag trf',\n",
       "  'mini city bag with iridescent tab',\n",
       "  'black mini city bag trf',\n",
       "  'black mini city bag',\n",
       "  'limited edition mini city bag',\n",
       "  'metallic mini city bag trf',\n",
       "  'limited edition technical mini city bag'],\n",
       " ['mini city bag',\n",
       "  'mini city bag trf',\n",
       "  'limited edition mini city bag',\n",
       "  'nylon mini city bag',\n",
       "  'nylon mini city bag trf',\n",
       "  'combined mini city bag trf',\n",
       "  'mini city bag with chain',\n",
       "  'city bag trf',\n",
       "  'mini city bag with chain strap',\n",
       "  'ochre mini city bag'],\n",
       " ['animal print bowling bag',\n",
       "  'animal bowling bag',\n",
       "  'bowling bag with animal print',\n",
       "  'animal bowling bag trf',\n",
       "  'animal print bag trf',\n",
       "  'animal print bag',\n",
       "  'animal print mini bowling bag',\n",
       "  'animal bowling bag with chain',\n",
       "  'animal print bowl bag',\n",
       "  'animal print sports bag'],\n",
       " ['crackled espadrilles trf',\n",
       "  'crackled metallic espadrilles',\n",
       "  'crackled espadrilles',\n",
       "  'metallic espadrilles',\n",
       "  'metallic espadrilles trf',\n",
       "  'espadrilles with crackled effect',\n",
       "  'crackled gold espadrilles',\n",
       "  'metallic crackled espadrilles',\n",
       "  'metallic espadrilles with jute lining',\n",
       "  'metallic espadrilles with jute'],\n",
       " ['crossbody bag with woven chain',\n",
       "  'crossbody bag with chain',\n",
       "  'crossbody bag with chain detail',\n",
       "  'crossbody bag',\n",
       "  'chain crossbody bag',\n",
       "  'crossbody bag with chains',\n",
       "  'crossbody bag trf',\n",
       "  'chain crossbody bag trf',\n",
       "  'woven crossbody bag',\n",
       "  'crossbody bag with weave detail'],\n",
       " ['metallic crossbody purse',\n",
       "  'metallic crossbody purse trf',\n",
       "  'crossbody purse',\n",
       "  'crossbody purse with flap',\n",
       "  'crossbody purse with chain',\n",
       "  'crossbody purse with metal flap',\n",
       "  'crossbody purse trf',\n",
       "  'gold crossbody purse',\n",
       "  'gold crossbody purse trf',\n",
       "  'metallic crossbody purse with flap'],\n",
       " ['animal print crossbody bag',\n",
       "  'animal print crossbody bag with studs',\n",
       "  'animal print crossbody bag trf',\n",
       "  'animal crossbody bag with studs',\n",
       "  'studded animal print crossbody bag',\n",
       "  'animal print crossbody bag with chain',\n",
       "  'animal print messenger bag',\n",
       "  'animal print crossbody bag with moon',\n",
       "  'limited edition animal print crossbody bag',\n",
       "  'animal print crossbody bag with stars'],\n",
       " ['tortoiseshell ballerinas trf',\n",
       "  'tortoiseshell ballerinas',\n",
       "  'contrast ballerinas trf',\n",
       "  'ballerinas trf',\n",
       "  'tortoiseshell-effect ballerinas',\n",
       "  'combined ballerinas trf',\n",
       "  'tortoiseshell ballets trf',\n",
       "  'tortoiseshell ballerinas with trim',\n",
       "  'ballerinas with contrast trim',\n",
       "  'ballerinas with tortoiseshell detail'],\n",
       " ['studded slingback ballerinas trf',\n",
       "  'studded slingback ballerinas',\n",
       "  'studded ballerinas trf',\n",
       "  'slingback ballerinas with studded detail',\n",
       "  'slingback ballerinas trf',\n",
       "  'slingback ballerinas with studded straps',\n",
       "  'slingback ballerinas with studded strap',\n",
       "  'studded slingbacks trf',\n",
       "  'slingback ballerinas with studded details',\n",
       "  'slingback ballerinas'],\n",
       " ['quilted crossbody bag',\n",
       "  'quilted crossbody bag with chain',\n",
       "  'quilted crossbody bag trf',\n",
       "  'quilted crossbody bag with charms',\n",
       "  'crossbody bag with quilted detail',\n",
       "  'crossbody bag with quilted flap',\n",
       "  'crossbody bag with chain',\n",
       "  'quilted crossbody bag with charm',\n",
       "  'quilted crossbody bag with chains',\n",
       "  'limited edition quilted crossbody bag'],\n",
       " ['quilted loafers',\n",
       "  'quilted loafers trf',\n",
       "  'quilted loafers with toe',\n",
       "  'loafers with quilted toe',\n",
       "  'loafers with quilted upper',\n",
       "  'quilted loafers with oval sole',\n",
       "  'loafers with oval toe',\n",
       "  'quilted loafer',\n",
       "  'zw premium quilted loafers',\n",
       "  'loafers with quilted detail'],\n",
       " ['soft loafers trf',\n",
       "  'soft loafers',\n",
       "  'pink loafers trf',\n",
       "  'loafers trf',\n",
       "  'light loafers trf',\n",
       "  'loafers with penny strap',\n",
       "  'soft loafers with trim',\n",
       "  'pink loafers',\n",
       "  'loafers with trim',\n",
       "  'ballerina loafers trf'],\n",
       " ['clogs with studs trf',\n",
       "  'clog with studs trf',\n",
       "  'studded clogs trf',\n",
       "  'faux fur clogs trf',\n",
       "  'clogs with studs',\n",
       "  'clogs with faux fur insoles',\n",
       "  'clog with studs',\n",
       "  'clogs trf',\n",
       "  'gold clogs trf',\n",
       "  'clog with faux fur insoles'],\n",
       " ['flatform shoes with topstitching',\n",
       "  'flatform shoes trf',\n",
       "  'flatform derby shoes trf',\n",
       "  'flatform derby shoes with topstitching',\n",
       "  'flatform shoes with track soles',\n",
       "  'flatform shoes',\n",
       "  'flatform derby shoes',\n",
       "  'flat shoes with topstitching trf',\n",
       "  'flatform derby shoes with track soles',\n",
       "  'flatform shoes with eyelets trf'],\n",
       " ['soft leather ballerinas',\n",
       "  'soft leather ballerinas trf',\n",
       "  'leather ballerinas',\n",
       "  'leather ballerinas trf',\n",
       "  'leather ballerinas with topstitching',\n",
       "  'ballerinas trf',\n",
       "  'ballerinas with topstitching',\n",
       "  'soft ballerinas trf',\n",
       "  'soft leather ballets trf',\n",
       "  'ballerinas'],\n",
       " ['flat shoes trf',\n",
       "  'flat track sole shoes trf',\n",
       "  'flat lace-up shoes',\n",
       "  'flat shoes with track soles',\n",
       "  'monochrome flat shoes trf',\n",
       "  'flat sneakers trf',\n",
       "  'flat shoes',\n",
       "  'flat shoes with topstitching',\n",
       "  'monochrome flat lace-up shoes',\n",
       "  'flat platform shoes trf'],\n",
       " ['fringed flat sandals trf',\n",
       "  'flat sandals with fringed trim',\n",
       "  'fringed flat sandals',\n",
       "  'flat sandals with fringed trims',\n",
       "  'flat sandals with fringed detail',\n",
       "  'flat sandals trf',\n",
       "  'fringed sandals trf',\n",
       "  'flat sandals',\n",
       "  'flat sandals with fringing',\n",
       "  'flat sandals with fringed details'],\n",
       " ['animal print leather flat sandals',\n",
       "  'leopard print leather flat sandals',\n",
       "  'leopard print flat sandals trf',\n",
       "  'animal print flat sandals trf',\n",
       "  'animal print leather sandals trf',\n",
       "  'leopard print leather sandals trf',\n",
       "  'flat leather sandals with animal print',\n",
       "  'leather flat sandals with animal print',\n",
       "  'leopard print flat sandals',\n",
       "  'animal print flat leather sandals'],\n",
       " ['flat textured sandals trf',\n",
       "  'textured flat sandals trf',\n",
       "  'flat sandals trf',\n",
       "  'flat black sandals trf',\n",
       "  'flat sandals',\n",
       "  'flat sandals with raised detail',\n",
       "  'flat sandals with raised texture',\n",
       "  'flat textured sandals',\n",
       "  'wide strap flat sandals trf',\n",
       "  'flat platform sandals trf'],\n",
       " ['flat sandals with tortoiseshell straps',\n",
       "  'flat sandals trf',\n",
       "  'tortoiseshell flat sandals trf',\n",
       "  'flat tortoiseshell sandals trf',\n",
       "  'tubular flat sandals trf',\n",
       "  'strappy sandals trf',\n",
       "  'tubular sandals trf',\n",
       "  'flat sandals',\n",
       "  'flat sandals with tortoiseshell strap',\n",
       "  'tortoiseshell sandals trf'],\n",
       " ['maxi clutch',\n",
       "  'maxi clutch with cracked effect',\n",
       "  'maxi clutch with cracked detail',\n",
       "  'maxi clutch trf',\n",
       "  'limited edition maxi clutch',\n",
       "  'maxi clutch with cracked details',\n",
       "  'silver maxi clutch',\n",
       "  'metallic maxi clutch trf',\n",
       "  'silver maxi clutch trf',\n",
       "  'cracked-effect maxi clutch'],\n",
       " ['patent finish minaudire',\n",
       "  'metallic minaudire',\n",
       "  'metallic minaudire trf',\n",
       "  'minaudire with patent finish',\n",
       "  'beige minaudire',\n",
       "  'minaudire with metallic detail',\n",
       "  'metallic minaudire with chain',\n",
       "  'metallic patent finish minaudire',\n",
       "  'metallic patent minaudire',\n",
       "  'patent minaudire'],\n",
       " ['quilted nylon maxi clutch',\n",
       "  'quilted maxi clutch',\n",
       "  'quilted maxi clutch trf',\n",
       "  'maxi quilted nylon clutch',\n",
       "  'maxi clutch with quilted nylon',\n",
       "  'maxi clutch trf',\n",
       "  'maxi quilted clutch',\n",
       "  'maxi clutch',\n",
       "  'maxi quilted clutch trf',\n",
       "  'ecru maxi clutch'],\n",
       " ['flat leather sandals trf',\n",
       "  'split suede flat sandals trf',\n",
       "  'flat suede sandals trf',\n",
       "  'flat sandals with bow trf',\n",
       "  'leather flat sandals trf',\n",
       "  'split suede flat sandals',\n",
       "  'flat leather sandals',\n",
       "  'flat leather sandals with bow',\n",
       "  'leather flat sandals',\n",
       "  'leather flat sandals with bow'],\n",
       " ['animal print leather flat sandals',\n",
       "  'animal print flat sandals trf',\n",
       "  'animal print flat sandals',\n",
       "  'leather flat sandals with animal print',\n",
       "  'flat leather sandals with animal print',\n",
       "  'animal print leather sandals trf',\n",
       "  'flat animal print sandals trf',\n",
       "  'flat leather sandals',\n",
       "  'flat leather sandals trf',\n",
       "  'leather flat sandals'],\n",
       " ['animal print flat sandals trf',\n",
       "  'flat animal print sandals trf',\n",
       "  'flat sandals trf',\n",
       "  'faux fur flat sandals trf',\n",
       "  'criss-cross sandals trf',\n",
       "  'animal print sandals trf',\n",
       "  'flat sandals with faux fur sole',\n",
       "  'contrast flat sandals trf',\n",
       "  'flat faux fur sandals trf',\n",
       "  'criss-cross flat sandals'],\n",
       " ['crossbody belt bag',\n",
       "  'combined crossbody belt bag',\n",
       "  'chain link crossbody belt bag',\n",
       "  'crossbody belt bag trf',\n",
       "  'chain link crossbody bag',\n",
       "  'black crossbody belt bag',\n",
       "  'limited edition crossbody belt bag',\n",
       "  'combined crossbody bag trf',\n",
       "  'crossbody belt bag with chain',\n",
       "  'combined crossbody bag'],\n",
       " ['satin crossbody belt bag',\n",
       "  'crossbody belt bag',\n",
       "  'satin belt bag',\n",
       "  'crossbody belt bag with chain',\n",
       "  'crossbody belt bag trf',\n",
       "  'black crossbody belt bag',\n",
       "  'satin crossbody bag',\n",
       "  'satin crossbody bag with chain',\n",
       "  'black satin crossbody belt bag',\n",
       "  'satin belt bag trf'],\n",
       " ['multicoloured crossbody bag',\n",
       "  'crossbody bag with tinsel',\n",
       "  'tinsel crossbody bag',\n",
       "  'tinsel crossbody bag trf',\n",
       "  'crossbody bag with glitter',\n",
       "  'crossbody bag with gold chain',\n",
       "  'glitter crossbody bag',\n",
       "  'crossbody bag with chain',\n",
       "  'crossbody bag with tinsel detail',\n",
       "  'glitter crossbody bag trf'],\n",
       " ['cotton crossbody belt bag',\n",
       "  'organic cotton crossbody belt bag',\n",
       "  'white crossbody belt bag',\n",
       "  'crossbody belt bag',\n",
       "  'natural crossbody belt bag',\n",
       "  'cotton crossbody bag',\n",
       "  'white cotton crossbody belt bag',\n",
       "  'natural cotton crossbody belt bag',\n",
       "  'cotton crossbody bag trf',\n",
       "  'organic cotton crossbody bag'],\n",
       " ['mickey mouse disney tote bag',\n",
       "  'mickey mouse  disney tote bag',\n",
       "  'mickey mouse disney tan tote bag',\n",
       "  'mickey mouse disney tote',\n",
       "  'mickey mouse disneyTM tote bag',\n",
       "  'disney mickey mouse tote bag',\n",
       "  'mickey mouse disney” tote bag',\n",
       "  'tote bag with mickey mouse disney',\n",
       "  'disney mickey mouse disney tote bag',\n",
       "  'mickey mouse  disney tan tote bag'],\n",
       " ['mickey mouse disney mini tote bag',\n",
       "  'mickey mouse  disney mini tote bag',\n",
       "  'mickey mouse disney tote bag',\n",
       "  'mickey mouse disney tote bag trf',\n",
       "  'mickey mouse  disney tote bag',\n",
       "  'black mickey mouse disney mini tote bag',\n",
       "  'mickey mouse disney mini tote',\n",
       "  'mini mickey mouse disney tote bag',\n",
       "  'mickey mouse  disney tote bag trf',\n",
       "  'mickey mouse disneyTM mini tote bag'],\n",
       " ['multicoloured backpack',\n",
       "  'reflective backpack',\n",
       "  'reflective multicoloured backpack',\n",
       "  'multicoloured reflective backpack',\n",
       "  'reflective backpack trf',\n",
       "  'two-tone backpack',\n",
       "  'backpack with reflective detail',\n",
       "  'multicoloured mesh backpack',\n",
       "  'multicoloured traveller backpack',\n",
       "  'two-toned backpack'],\n",
       " ['leather boots',\n",
       "  'soft leather boots',\n",
       "  'lined leather boots',\n",
       "  '100% sheepskin boots',\n",
       "  'faux leather boots',\n",
       "  'boots with sheepskin soles',\n",
       "  'flecked leather boots',\n",
       "  'warm leather boots',\n",
       "  'premium leather boots',\n",
       "  'sheepskin boots'],\n",
       " ['diamanté high heel sandals',\n",
       "  'diamanté sandals trf',\n",
       "  'high heel sandals trf',\n",
       "  'geometric heel sandals trf',\n",
       "  'diamanté flat sandals trf',\n",
       "  'diamanté high-heel sandals',\n",
       "  'diamanté strappy sandals trf',\n",
       "  'silver high heel sandals trf',\n",
       "  'flat diamanté sandals trf',\n",
       "  'high heel sandals with diamanté'],\n",
       " ['crossbody bag with chain link',\n",
       "  'crossbody bag',\n",
       "  'crossbody bag with chain',\n",
       "  'black crossbody bag',\n",
       "  'crossbody bag trf',\n",
       "  'crossbody bag with chains',\n",
       "  'crossbody bag with shoulder strap',\n",
       "  'crossbody bag with chain strap',\n",
       "  'black crossbody bag trf',\n",
       "  'limited edition crossbody bag'],\n",
       " ['crossbody bag with chain link',\n",
       "  'crossbody bag',\n",
       "  'wallet crossbody bag',\n",
       "  'wallet crossbody bag trf',\n",
       "  'crossbody bag with wallet',\n",
       "  'crossbody bag with chain',\n",
       "  'chain link crossbody bag',\n",
       "  'crossbody bag with chains',\n",
       "  'crossbody bag trf',\n",
       "  'crossbody bag with shoulder strap'],\n",
       " ['nylon suitcase',\n",
       "  'black nylon suitcase',\n",
       "  'nylon suitcase trf',\n",
       "  'nylon suitcase with wheels',\n",
       "  'black suitcase',\n",
       "  'nylon suitcase with zip',\n",
       "  'black suitcase trf',\n",
       "  'nylon suitcase with handle',\n",
       "  'limited edition nylon suitcase',\n",
       "  'nylon suitcase with handles'],\n",
       " ['geometric print bag',\n",
       "  'geometric bag',\n",
       "  'geometric bag trf',\n",
       "  'geometric print tote bag',\n",
       "  'geometric print carry bag',\n",
       "  'geometric tote bag',\n",
       "  'geometric print handbag',\n",
       "  'body bag trf',\n",
       "  'geometric print backpack',\n",
       "  'metallic geometric print bag'],\n",
       " ['studded leather tote bag',\n",
       "  'leather tote bag with studs',\n",
       "  'leather tote bag with metallic studs',\n",
       "  'buckled leather tote bag',\n",
       "  'studded leather tote bag trf',\n",
       "  'leather tote bag with studded studs',\n",
       "  'leather tote bag with gold studs',\n",
       "  'leather tote bag',\n",
       "  'metallic leather tote bag',\n",
       "  'buckled leather tote bag with studs'],\n",
       " ['nylon travel bag',\n",
       "  'foldable nylon travel bag',\n",
       "  'foldable travel bag',\n",
       "  'black nylon travel bag',\n",
       "  'nylon foldable travel bag',\n",
       "  'foldable nylon bag',\n",
       "  'foldable nylon traveller bag',\n",
       "  'nylon traveller bag',\n",
       "  'travel bag with handles',\n",
       "  'folding nylon travel bag'],\n",
       " ['oval leather tote bag',\n",
       "  'soft leather tote bag',\n",
       "  'leather tote bag',\n",
       "  'leather tote bag trf',\n",
       "  'oval body leather tote bag',\n",
       "  'oval soft leather tote bag',\n",
       "  'ecru leather tote bag',\n",
       "  'limited edition leather tote bag',\n",
       "  'tote bag with oval body',\n",
       "  'padded leather tote bag'],\n",
       " ['embossed tote bag',\n",
       "  'animal print tote bag',\n",
       "  'embossed animal print tote bag',\n",
       "  'embossed tote bag trf',\n",
       "  'embossed animal tote bag',\n",
       "  'animal tote bag',\n",
       "  'tote bag with animal print',\n",
       "  'black tote bag',\n",
       "  'tote bag with embossed animal',\n",
       "  'animal tote bag trf'],\n",
       " ['mickey mouse sneakers',\n",
       "  'mickey mouse sneakers trf',\n",
       "  'contrast mickey mouse sneakers',\n",
       "  'sneakers with mickey mouse',\n",
       "  'limited edition mickey mouse sneakers',\n",
       "  'chunky mickey mouse sneakers',\n",
       "  'mickey mouse chunky sole sneakers',\n",
       "  'sporty mickey mouse sneakers',\n",
       "  'mickey mouse chunky sneakers',\n",
       "  'multicoloured mickey mouse sneakers'],\n",
       " ['combined city bag',\n",
       "  'combined city bag trf',\n",
       "  'black city bag',\n",
       "  'combined black city bag',\n",
       "  'black city bag trf',\n",
       "  'city bag with gold hardware',\n",
       "  'combined leather city bag',\n",
       "  'city bag',\n",
       "  'black combined city bag',\n",
       "  'city bag with magnet clasp'],\n",
       " ['leather animal print crossbody bag',\n",
       "  'animal print crossbody bag',\n",
       "  'animal print leather crossbody bag',\n",
       "  'animal print crossbody bag trf',\n",
       "  'leather crossbody bag',\n",
       "  'leather crossbody bag with metal horseshoe',\n",
       "  'leather crossbody bag with horseshoe',\n",
       "  'animal print crossbody bag with horseshoe',\n",
       "  'leather crossbody bag with horseshoe detail',\n",
       "  'animal print crossbody bag with flap'],\n",
       " ['soft leather crossbody belt bag',\n",
       "  'leather crossbody belt bag',\n",
       "  'soft leather crossbody bag',\n",
       "  'soft leather belt bag',\n",
       "  'leather crossbody bag',\n",
       "  'leather crossbody bag with knots',\n",
       "  'crossbody belt bag with knots',\n",
       "  'soft leather crossbody belt',\n",
       "  'crossbody belt bag',\n",
       "  'leather belt bag'],\n",
       " ['animal print crossbody bag',\n",
       "  'combined crossbody bag',\n",
       "  'crossbody bag with knot',\n",
       "  'combined crossbody bag trf',\n",
       "  'combined animal print crossbody bag',\n",
       "  'crossbody bag with animal print',\n",
       "  'combined crossbody bag with knot',\n",
       "  'animal crossbody bag with knot',\n",
       "  'leather crossbody bag with knot',\n",
       "  'folding crossbody bag with knot'],\n",
       " ['crossbody bag with studs',\n",
       "  'crossbody bag with stud',\n",
       "  'crossbody bag with stud detail',\n",
       "  'crossbody bag with gold studs',\n",
       "  'crossbody bag with double flap',\n",
       "  'crossbody bag',\n",
       "  'double flap crossbody bag',\n",
       "  'studded crossbody bag',\n",
       "  'crossbody bag with gold detail',\n",
       "  'crossbody bag with gold chain'],\n",
       " ['black baguette bag',\n",
       "  'baguette bag with buckle',\n",
       "  'baguette bag trf',\n",
       "  'limited edition baguette bag',\n",
       "  'baguette bag',\n",
       "  'crossbody bag trf',\n",
       "  'black bag trf',\n",
       "  'buckled black baguette bag',\n",
       "  'buckled baguette bag',\n",
       "  'flap bag trf'],\n",
       " ['wallet crossbody bag with studs',\n",
       "  'crossbody bag with studs',\n",
       "  'studded crossbody bag',\n",
       "  'studded wallet crossbody bag',\n",
       "  'studded crossbody bag trf',\n",
       "  'metallic wallet crossbody bag',\n",
       "  'metallic crossbody bag with studs',\n",
       "  'wallet crossbody bag',\n",
       "  'studded silver wallet crossbody bag',\n",
       "  'wallet bag with studs'],\n",
       " ['chain print bucket bag',\n",
       "  'bucket bag with chain',\n",
       "  'combined bucket bag',\n",
       "  'chain scarf bucket bag',\n",
       "  'bucket bag with chains',\n",
       "  'scarf with knot detail',\n",
       "  'scarf with chain print',\n",
       "  'knotted scarf bucket bag',\n",
       "  'combined scarf bucket bag',\n",
       "  'scarf with knots'],\n",
       " ['marble-effect minaudire',\n",
       "  'marble minaudire',\n",
       "  'marble minaudire trf',\n",
       "  'marble minaudire with chains',\n",
       "  'marble minaudire with chain',\n",
       "  'minaudire with marble detail',\n",
       "  'contrast marble minaudire trf',\n",
       "  'combined marble-effect minaudire',\n",
       "  'contrast marble-effect minaudire',\n",
       "  'minaudire trf'],\n",
       " ['animal print mini bag',\n",
       "  'mini bag with animal print',\n",
       "  'animal print mini handbag',\n",
       "  'mini animal print bag',\n",
       "  'animal print mini tote bag',\n",
       "  'animal print mini crossbody bag',\n",
       "  'animal mini bag',\n",
       "  'animal print bag',\n",
       "  'animal print crossbody bag',\n",
       "  'animal print mini-bag'],\n",
       " ['ruched leather crossbody bag',\n",
       "  'tumbled leather crossbody bag',\n",
       "  'leather crossbody bag',\n",
       "  'ruched crossbody bag',\n",
       "  'tumbled leather crossbody bag trf',\n",
       "  'faux leather crossbody bag',\n",
       "  'leather crossbody bag with zip',\n",
       "  'ruched suede crossbody bag',\n",
       "  'limited edition leather crossbody bag',\n",
       "  'buckled leather crossbody bag'],\n",
       " ['mini city bag',\n",
       "  'mini city bag with knots',\n",
       "  'mini city bag trf',\n",
       "  'mini city bag with knot',\n",
       "  'limited edition mini city bag',\n",
       "  'city bag with knots',\n",
       "  'mini city bag with handles',\n",
       "  'metallic mini city bag',\n",
       "  'mini city bag with bow',\n",
       "  'city bag with knot detail'],\n",
       " ['beaded bucket bag',\n",
       "  'bead bucket bag',\n",
       "  'beaded bucket bag trf',\n",
       "  'mini bead bucket bag',\n",
       "  'bucket bag with mini beads',\n",
       "  'wooden bead bucket bag',\n",
       "  'bucket bag with beads',\n",
       "  'bucket bag with wooden beads',\n",
       "  'bead bucket bag trf',\n",
       "  'bucket bag with wooden bead'],\n",
       " ['geometric print crossbody belt bag',\n",
       "  'geometric crossbody belt bag',\n",
       "  'geometric print crossbody bag',\n",
       "  'geometric print crossbody bag trf',\n",
       "  'geometric crossbody belt bag trf',\n",
       "  'geometric print belt bag',\n",
       "  'crossbody belt bag with geometric print',\n",
       "  'geometric printed crossbody belt bag',\n",
       "  'geometric print belt bag trf',\n",
       "  'geometric belt bag'],\n",
       " ['mini crossbody bag',\n",
       "  'glittery mini crossbody bag',\n",
       "  'limited edition mini crossbody bag',\n",
       "  'mini crossbody bag with rhinestones',\n",
       "  'mini crossbody bag trf',\n",
       "  'mini crossbody bag with glitter',\n",
       "  'mini crossbody bag with sequins',\n",
       "  'glitter mini crossbody bag',\n",
       "  'mini glittery crossbody bag',\n",
       "  'mini crossbody bag with handles'],\n",
       " ['mini crossbody bag with rhinestones',\n",
       "  'mini crossbody bag',\n",
       "  'limited edition mini crossbody bag',\n",
       "  'sparkly mini crossbody bag',\n",
       "  'studded mini crossbody bag',\n",
       "  'rhinestone mini crossbody bag',\n",
       "  'mini crossbody bag trf',\n",
       "  'mini crossbody bag with shiny beads',\n",
       "  'beaded mini crossbody bag',\n",
       "  'mini crossbody bag with rhinestone beads'],\n",
       " ['feather bucket bag',\n",
       "  'feather and rhinestone bucket bag',\n",
       "  'feather bucket bag with rhinestones',\n",
       "  'feather and fringe bucket bag',\n",
       "  'feather and rhinestones bucket bag',\n",
       "  'limited edition bucket bag',\n",
       "  'bucket bag with rhinestones',\n",
       "  'limited edition feather bucket bag',\n",
       "  'black bucket bag',\n",
       "  'feather bucket bag trf'],\n",
       " ['beaded bucket bag',\n",
       "  'bucket bag with fringe',\n",
       "  'bucket bag with beads',\n",
       "  'bucket bag',\n",
       "  'limited edition bucket bag',\n",
       "  'bead bucket bag',\n",
       "  'shiny bucket bag',\n",
       "  'fringed bucket bag',\n",
       "  'bucket bag with fringing',\n",
       "  'bucket bag with beading'],\n",
       " ['crossbody mobile phone case',\n",
       "  'crossbody mobile phone bag',\n",
       "  'combined crossbody mobile phone case',\n",
       "  'combined crossbody mobile phone bag',\n",
       "  'crossbody mobile phone pouch',\n",
       "  'crossbody mobile phone holder',\n",
       "  'mobile phone case',\n",
       "  'black crossbody mobile phone case',\n",
       "  'lined crossbody mobile phone bag',\n",
       "  'lined crossbody mobile phone case'],\n",
       " ['split suede leather crossbody bag',\n",
       "  'leather crossbody bag',\n",
       "  'split suede crossbody bag',\n",
       "  'contrast leather crossbody bag',\n",
       "  'limited edition leather crossbody bag',\n",
       "  'burgundy leather crossbody bag',\n",
       "  'crossbody bag with split suede',\n",
       "  'leather crossbody bag with pocket',\n",
       "  'leather crossbody bag trf',\n",
       "  'leather crossbody bag with zip'],\n",
       " ['animal print mini bag',\n",
       "  'oval mini bag',\n",
       "  'mini bag with animal print',\n",
       "  'mini animal print bag',\n",
       "  'mini animal print mini bag',\n",
       "  'animal mini bag',\n",
       "  'animal print mini handbag',\n",
       "  'oval bag with animal print',\n",
       "  'oval mini bag trf',\n",
       "  'oval bag'],\n",
       " ['mini crossbody bag',\n",
       "  'oval mini crossbody bag',\n",
       "  'oval crossbody bag',\n",
       "  'mini crossbody bag trf',\n",
       "  'oval crossbody bag trf',\n",
       "  'burgundy mini crossbody bag',\n",
       "  'crossbody bag with oval shape',\n",
       "  'mini oval crossbody bag',\n",
       "  'limited edition mini crossbody bag',\n",
       "  'limited edition oval crossbody bag'],\n",
       " ['mini leather bag',\n",
       "  'gathered mini leather bag',\n",
       "  'mini leather handbag',\n",
       "  'leather mini bag',\n",
       "  'mini leather bag trf',\n",
       "  'sky blue mini leather bag',\n",
       "  'gathered leather mini bag',\n",
       "  'gathered leather bag',\n",
       "  'limited edition mini leather bag',\n",
       "  'mini leather bag with gathering'],\n",
       " ['animal print mini crossbody bag',\n",
       "  'animal print crossbody bag',\n",
       "  'embossed mini crossbody bag',\n",
       "  'mini animal print crossbody bag',\n",
       "  'embossed animal print mini crossbody bag',\n",
       "  'animal embossing mini crossbody bag',\n",
       "  'animal print crossbody bag trf',\n",
       "  'red animal print mini crossbody bag',\n",
       "  'embossed mini crossbody bag trf',\n",
       "  'animal print embossed mini crossbody bag'],\n",
       " ['mother-of-pearl minaudire trf',\n",
       "  'mother-of-pearl minaudire',\n",
       "  'mother-of-pearl-effect minaudire',\n",
       "  'mother of pearl minaudire trf',\n",
       "  'mother of pearl minaudire',\n",
       "  'minaudire with mother-of-pearl beads',\n",
       "  'mom-of-pearl minaudire trf',\n",
       "  'pearl minaudire trf',\n",
       "  'mother-of-pearl ecru minaudire',\n",
       "  'pearl minaudire'],\n",
       " ['leather mountain boots',\n",
       "  'leather boots',\n",
       "  'mountain boots',\n",
       "  'leather biker boots',\n",
       "  'leather boots trf',\n",
       "  'faux leather mountain boots',\n",
       "  'lace-up boots',\n",
       "  'soft leather boots',\n",
       "  'premium leather mountain boots',\n",
       "  'high heel leather boots'],\n",
       " ['cotton plimsolls',\n",
       "  'plimsolls',\n",
       "  'lined plimsolls',\n",
       "  'printed plimsolls',\n",
       "  'plimsolls with bow',\n",
       "  'plimsolls with trim',\n",
       "  'plain plimsolls',\n",
       "  'embroidered plimsolls',\n",
       "  'plimsolls trf',\n",
       "  'cotton plimsoll'],\n",
       " ['red vanilla 200 ml / 6.76 oz limited edition',\n",
       "  'red vanilla 200 ml / 6.76 oz',\n",
       "  'red vanilla 200ml / 6.76 oz limited edition',\n",
       "  'red vanilla limited edition 200 ml / 6.76 oz',\n",
       "  'red vanilla 200 ml',\n",
       "  'red vanilla 200 ml / 6.78 oz limited edition',\n",
       "  'red vanilla 200 ml / 6.79 oz limited edition',\n",
       "  'red vanilla eau de toilette 200 ml',\n",
       "  'red vanilla 200ml / 6.76 oz',\n",
       "  'limited edition red vanilla 200 ml / 6.76 oz'],\n",
       " ['oriental 200 ml',\n",
       "  'oriental 200 ml / 6.76 oz',\n",
       "  'oriental 200 ml / 6.78 oz',\n",
       "  'oriental edt 200 ml',\n",
       "  'oriental 200ml / 6.76 oz',\n",
       "  'oriental 200 ml / 6.79 oz',\n",
       "  'oriental 200ml',\n",
       "  'oriental 200ml / 6.78 oz',\n",
       "  'oriental 100 ml / 3.38 oz',\n",
       "  'oriental edt 200ml'],\n",
       " ['violet blossom 30ml / 1.01 oz',\n",
       "  'violet blossom 30 ml / 1.01 oz',\n",
       "  'violet blossom 30ml',\n",
       "  'violet blossom 30 ml',\n",
       "  'violet blossom edp 30 ml',\n",
       "  'violet blossom edp 30ml',\n",
       "  'violet blossom 30ml/1.01 oz',\n",
       "  'violet bloom 30ml / 1.01 oz',\n",
       "  'violet blossom 30 ml/1.01 oz',\n",
       "  'violet bloom 30 ml / 1.01 oz'],\n",
       " ['gourmand addict 100 ml / 3.38 oz',\n",
       "  'gourmand addict 100ml / 3.38 oz',\n",
       "  'gourmand addict 100 ml',\n",
       "  'gourmand addict 100ml',\n",
       "  'gourmand junkie 100 ml / 3.38 oz',\n",
       "  'addict 100 ml / 3.38 oz',\n",
       "  'gourmand addict (100 ml)',\n",
       "  'gourmand addicts 100 ml / 3.38 oz',\n",
       "  'gourmand addict 100 ml - 3.38 oz',\n",
       "  'gourmand addiction 100 ml / 3.38 oz'],\n",
       " ['gourmand addict 100 ml',\n",
       "  'gourmand addict 100ml',\n",
       "  'addict 100 ml / 3.38 oz',\n",
       "  'zara gourmand addict 100 ml',\n",
       "  'gourmand addict (100 ml)',\n",
       "  'edt 100 ml / 3.38 oz',\n",
       "  'addict 100ml / 3.38 oz',\n",
       "  'zara gourmand addict 100ml',\n",
       "  'gourmand addict 100 ml - returned',\n",
       "  'gourmand junkie 100 ml'],\n",
       " ['percale fitted sheet',\n",
       "  'cotton percale fitted sheet',\n",
       "  'fitted sheet',\n",
       "  'cotton fitted sheet',\n",
       "  'fitted sheet with elastic',\n",
       "  'fitted sheet in percale',\n",
       "  'fitted sheet with percale',\n",
       "  'limited edition fitted sheet',\n",
       "  'fitted sheet with elastic detail',\n",
       "  'fitted sheet with thread count'],\n",
       " ['knit duvet cover',\n",
       "  'cotton duvet cover',\n",
       "  'duvet cover',\n",
       "  'knit cotton duvet cover',\n",
       "  'plain knit duvet cover',\n",
       "  'knitted duvet cover',\n",
       "  'ribbed duvet cover',\n",
       "  'jacquard duvet cover',\n",
       "  'textured duvet cover',\n",
       "  'plain cotton duvet cover'],\n",
       " ['knit pillowcase',\n",
       "  'pillowcase',\n",
       "  'cotton pillowcase',\n",
       "  'pillowcase with tube',\n",
       "  'knit pillowcase with tube',\n",
       "  'knit cotton pillowcase',\n",
       "  'limited edition knit pillowcase',\n",
       "  'pillowcase with tube design',\n",
       "  'tube knit pillowcase',\n",
       "  'pillowcase with tube closure'],\n",
       " ['basic rug',\n",
       "  'basic cotton rug',\n",
       "  'cotton rug',\n",
       "  'ecologically grown cotton rug',\n",
       "  'ecologically grown rug',\n",
       "  'basic rug ',\n",
       "  'cotton basic rug',\n",
       "  'basic rug trf',\n",
       "  'basic green cotton rug',\n",
       "  'basic jute rug'],\n",
       " ['fibre cushion pad',\n",
       "  'cushion pad',\n",
       "  'microfibre cushion pad',\n",
       "  'hypoallergenic fibre cushion pad',\n",
       "  'cushion pad with filling',\n",
       "  'fibre cushion',\n",
       "  'hypoallergenic cushion pad',\n",
       "  'dust mite cushion pad',\n",
       "  'premium fibre cushion pad',\n",
       "  'natural fibre cushion pad'],\n",
       " ['frame with metal border',\n",
       "  'four-photo frame',\n",
       "  'metal frame',\n",
       "  'frame',\n",
       "  'limited edition frame',\n",
       "  'frame with border',\n",
       "  'photo frame',\n",
       "  '4-photo frame',\n",
       "  'four-piece frame',\n",
       "  '4-in-1 frame'],\n",
       " ['canutillo placemat (pack of 2)',\n",
       "  'fringed placemat (pack of 2)',\n",
       "  'canutillo placemats (pack of 2)',\n",
       "  'placemat (pack of 2)',\n",
       "  'canutillo-effect placemat',\n",
       "  'placemat with fringed trims (pack of 2)',\n",
       "  'cotton placemat (pack of 2)',\n",
       "  'canutillo effect placemats (pack of 2)',\n",
       "  'woven placemat (pack of 2)',\n",
       "  'canutillo-effect placemats'],\n",
       " ['padded hanger (pack of 3)',\n",
       "  'chipboard hanger (pack of 3)',\n",
       "  'hanger (pack of 3)',\n",
       "  'rustic hanger (pack of 3)',\n",
       "  'linen hanger (pack of 3)',\n",
       "  'iron hook hanger (pack of 3)',\n",
       "  'padded linen hanger (pack of 3)',\n",
       "  'padded hanger (set of 3)',\n",
       "  'textured hanger (pack of 3)',\n",
       "  'wooden hanger (pack of 3)'],\n",
       " ['cotton and linen eye mask',\n",
       "  'plain beige eye mask',\n",
       "  'plain cotton and linen eye mask',\n",
       "  'beige cotton and linen eye mask',\n",
       "  'linen and cotton eye mask',\n",
       "  'plain beige and grey eye mask',\n",
       "  'plain beige linen eye mask',\n",
       "  'plain linen and cotton eye mask',\n",
       "  'cotton/linen eye mask',\n",
       "  'beige and grey eye mask'],\n",
       " ['cotton and linen valance sheet',\n",
       "  'linen and cotton valance sheet',\n",
       "  'frilled linen valance sheet',\n",
       "  'valance sheet with frill',\n",
       "  'frilled valance sheet',\n",
       "  'linen valance sheet',\n",
       "  'frill valance sheet',\n",
       "  'linen bed base cover',\n",
       "  'cotton and linen base cover',\n",
       "  'bed base cover'],\n",
       " ['microfibre duvet filling',\n",
       "  'microfibre duvet cover',\n",
       "  'soft microfibre duvet filling',\n",
       "  'silicone fibre microfibre duvet filling',\n",
       "  'limited edition microfibre duvet filling',\n",
       "  'microfibre duvet',\n",
       "  'microfibre filling',\n",
       "  'silicone microfibre duvet filling',\n",
       "  'microfibre duvet filling.',\n",
       "  'premium microfibre duvet filling'],\n",
       " ['viscoelastic pillow',\n",
       "  'viscoelastic filling pillowcase',\n",
       "  'viscoelastic filling',\n",
       "  'viscoelastic filling pillow',\n",
       "  'viscoelastic pillowcase',\n",
       "  'soft viscoelastic pillow',\n",
       "  'zara viscoelastic pillow',\n",
       "  'medium firmness viscoelastic pillow',\n",
       "  'viscoelastic sleeping pillow',\n",
       "  'contrast viscoelastic pillow'],\n",
       " ['microfiber duvet insert',\n",
       "  'microfiber duvet cover',\n",
       "  'microfibre duvet insert',\n",
       "  'duvet insert',\n",
       "  'microfiber duvet',\n",
       "  'hollow silicone fiber duvet',\n",
       "  'soft microfiber duvet insert',\n",
       "  'hollow silicone fibre duvet',\n",
       "  'hollow fiber duvet insert',\n",
       "  'quilted duvet insert'],\n",
       " ['geometric rug',\n",
       "  'geometric wool rug',\n",
       "  'wool rug',\n",
       "  'geometric pattern rug',\n",
       "  'geometric pattern wool rug',\n",
       "  'geometric design wool rug',\n",
       "  'geometric design rug',\n",
       "  'geometric motif rug',\n",
       "  'rug with geometric motifs',\n",
       "  'geometric print rug'],\n",
       " ['mistletoe duvet cover',\n",
       "  'mistletoe print duvet cover',\n",
       "  'duvet cover with mistletoe',\n",
       "  'mistletoe cotton duvet cover',\n",
       "  'christmas print duvet cover',\n",
       "  'embroidered mistletoe duvet cover',\n",
       "  'mistletoe printed duvet cover',\n",
       "  'floral print duvet cover',\n",
       "  'mistletoe design duvet cover',\n",
       "  'mistletoe embroidered duvet cover'],\n",
       " ['mistletoe pillowcase',\n",
       "  'mistletoe print pillowcase',\n",
       "  'pillowcase with mistletoe print',\n",
       "  'cotton pillowcase with mistletoe',\n",
       "  'pillowcase with mistletoe',\n",
       "  'cotton mistletoe pillowcase',\n",
       "  'christmas print pillowcase',\n",
       "  'mistletoe pillowcase with envelope',\n",
       "  'seersucker pillowcase',\n",
       "  'mistletoe-print pillowcase'],\n",
       " ['star print duvet cover',\n",
       "  'star duvet cover',\n",
       "  'stars duvet cover',\n",
       "  'star print duvet',\n",
       "  'contrast star duvet cover',\n",
       "  'duvet cover with stars',\n",
       "  'duvet cover with star',\n",
       "  'star pattern duvet cover',\n",
       "  'embroidered star duvet cover',\n",
       "  'star design duvet cover'],\n",
       " ['star print flat sheet',\n",
       "  'star flat sheet',\n",
       "  'flat sheet with star print',\n",
       "  'stars flat sheet',\n",
       "  'contrast star print flat sheet',\n",
       "  'flat sheet with stars',\n",
       "  'contrast star flat sheet',\n",
       "  'star-print flat sheet',\n",
       "  'striped star print flat sheet',\n",
       "  'contrasting star print flat sheet'],\n",
       " ['star print pillowcase',\n",
       "  'star pillowcase',\n",
       "  'pillowcase with star print',\n",
       "  'stars pillowcase',\n",
       "  'contrast star pillowcase',\n",
       "  'contrast star print pillowcase',\n",
       "  'pillowcase with stars',\n",
       "  'star-print pillowcase',\n",
       "  'contrasting star print pillowcase',\n",
       "  'pillowcase with contrast stars'],\n",
       " ['irregular rug',\n",
       "  'irregular-shaped rug',\n",
       "  'irregular fur rug',\n",
       "  'irregular textured rug',\n",
       "  'irregular synthetic rug',\n",
       "  'irregular rug trf',\n",
       "  'irregular synthetic fur rug',\n",
       "  'textured rug',\n",
       "  'synthetic fur rug',\n",
       "  'irregular texture rug'],\n",
       " ['cotton percale fitted sheet',\n",
       "  'plain fitted sheet',\n",
       "  'fitted sheet with elastic detail',\n",
       "  'percale fitted sheet',\n",
       "  'fitted sheet',\n",
       "  'plain fitted sheet with elastic detail',\n",
       "  '(180 thread count) fitted sheet',\n",
       "  'standard fitted sheet',\n",
       "  '180 thread count fitted sheet',\n",
       "  'cotton fitted sheet'],\n",
       " ['sateen duvet cover',\n",
       "  'plain sateen duvet cover',\n",
       "  '300 thread count sateen duvet cover',\n",
       "  '300-thread count sateen duvet cover',\n",
       "  '200 thread count sateen duvet cover',\n",
       "  'cotton sateen duvet cover',\n",
       "  'limited edition sateen duvet cover',\n",
       "  'combined sateen duvet cover',\n",
       "  '100 thread count sateen duvet cover',\n",
       "  'striped sateen duvet cover'],\n",
       " ['sateen flat sheet',\n",
       "  'flat sheet with embroidered edge',\n",
       "  'sateen flat sheet with embroidered edge',\n",
       "  'plain sateen flat sheet',\n",
       "  'embroidered sateen flat sheet',\n",
       "  '300 thread count sateen flat sheet',\n",
       "  'plain flat sheet with embroidered edge',\n",
       "  'cotton sateen flat sheet',\n",
       "  'embroidered flat sheet',\n",
       "  'sateen flat sheet with embroidery'],\n",
       " ['sateen pillowcase',\n",
       "  'plain sateen pillowcase',\n",
       "  'sateen pillowcase with embroidered edge',\n",
       "  'embroidered sateen pillowcase',\n",
       "  '300 thread count sateen pillowcase',\n",
       "  'pillowcase with embroidered edge',\n",
       "  'cotton sateen pillowcase',\n",
       "  '300-thread count sateen pillowcase',\n",
       "  '200 thread count sateen pillowcase',\n",
       "  'sateen pillowcase with embroidery'],\n",
       " ['sateen fitted sheet',\n",
       "  '300 thread count sateen fitted sheet',\n",
       "  'fitted sheet (300 thread count)',\n",
       "  '300-thread count sateen fitted sheet',\n",
       "  'plain sateen fitted sheet',\n",
       "  '200 thread count sateen fitted sheet',\n",
       "  '300 thread count fitted sheet',\n",
       "  'cotton sateen fitted sheet',\n",
       "  '(300 thread count) fitted sheet',\n",
       "  'fitted sheet with sateen'],\n",
       " ['cotton valance sheet',\n",
       "  'cotton bed base cover',\n",
       "  'frilled valance sheet',\n",
       "  'bed base cover',\n",
       "  'frill valance sheet',\n",
       "  'valance sheet with frill',\n",
       "  'cotton base cover',\n",
       "  'striped cotton valance sheet',\n",
       "  'combined valance sheet',\n",
       "  'plain cotton valance sheet'],\n",
       " ['duvet cover with tassels',\n",
       "  'duvet cover',\n",
       "  'tassels duvet cover',\n",
       "  'duvet with tassels',\n",
       "  'cotton duvet cover with tassels',\n",
       "  'tassel duvet cover',\n",
       "  'embroidered duvet cover',\n",
       "  'duvet cover with tassel',\n",
       "  'cotton percale duvet cover',\n",
       "  'linen duvet cover with tassels'],\n",
       " ['flat sheet with tassels',\n",
       "  'tassel flat sheet',\n",
       "  'flat sheet',\n",
       "  'tassels flat sheet',\n",
       "  'cotton flat sheet with tassels',\n",
       "  'cotton percale flat sheet',\n",
       "  'flat sheet with tassel',\n",
       "  'linen flat sheet with tassels',\n",
       "  'sateen flat sheet with tassels',\n",
       "  'flat sheet in tassels'],\n",
       " ['pillowcase with tassels',\n",
       "  'cotton pillowcase with tassels',\n",
       "  'tassel pillowcase',\n",
       "  'pillowcase with tassel',\n",
       "  'pillowcase with tassel detail',\n",
       "  'pillowcases with tassels',\n",
       "  'pillowcase',\n",
       "  'pillowcase with tassel trim',\n",
       "  'satin pillowcase with tassels',\n",
       "  'linen pillowcase with tassels'],\n",
       " ['duvet cover with double border',\n",
       "  'plain duvet cover',\n",
       "  'double border duvet cover',\n",
       "  'duvet cover',\n",
       "  'duvet cover with contrast border',\n",
       "  'duvet cover with contrasting border',\n",
       "  'plain white duvet cover',\n",
       "  'duvet cover with border',\n",
       "  'white duvet cover',\n",
       "  'cotton percale duvet cover'],\n",
       " ['pillowcase with double border',\n",
       "  'plain pillowcase',\n",
       "  'square pillowcase',\n",
       "  'pillowcase',\n",
       "  'pillowcase with contrast double border',\n",
       "  'pillowcase with border',\n",
       "  'plain pillowcase with double border',\n",
       "  'pillowcase with contrast border',\n",
       "  'double border pillowcase',\n",
       "  'pillowcase with contrasting double border'],\n",
       " ['piqué valance sheet',\n",
       "  'cotton piqué valance sheet',\n",
       "  'piqué bed base cover',\n",
       "  'piqué base cover',\n",
       "  'striped piqué valance sheet',\n",
       "  'cotton piqué base cover',\n",
       "  'piqué base sheet',\n",
       "  'piqué bedspread',\n",
       "  'embroidered piqué valance sheet',\n",
       "  'printed piqué valance sheet'],\n",
       " ['lamp with base',\n",
       "  'lamp base',\n",
       "  'lamp with magnifier',\n",
       "  'bulb magnifier',\n",
       "  'bulb with base',\n",
       "  'magnifier base',\n",
       "  'light with base',\n",
       "  '60w lamp',\n",
       "  'light bulb',\n",
       "  'magnifier lamp'],\n",
       " ['paisley duvet cover',\n",
       "  'paisley print duvet cover',\n",
       "  'paisley cotton duvet cover',\n",
       "  'grey paisley duvet cover',\n",
       "  'paisley jacquard duvet cover',\n",
       "  'duvet cover',\n",
       "  'printed duvet cover',\n",
       "  'duvet cover with paisley',\n",
       "  'striped paisley duvet cover',\n",
       "  'cotton paisley duvet cover'],\n",
       " ['paisley flat sheet',\n",
       "  'paisley print flat sheet',\n",
       "  'greyscale paisley flat sheet',\n",
       "  'flat sheet with paisley print',\n",
       "  'greyscale flat sheet',\n",
       "  'grey paisley flat sheet',\n",
       "  'greyscale print flat sheet',\n",
       "  'grey scale paisley flat sheet',\n",
       "  'paisley-print flat sheet',\n",
       "  'paisley flat sheet trf'],\n",
       " ['paisley pillowcase',\n",
       "  'paisley print pillowcase',\n",
       "  'greyscale paisley pillowcase',\n",
       "  'pillowcase with paisley print',\n",
       "  'paisley pillowcase with envelope',\n",
       "  'greyscale print pillowcase',\n",
       "  'grey scale paisley pillowcase',\n",
       "  'limited edition paisley pillowcase',\n",
       "  'grayscale paisley pillowcase',\n",
       "  'paisley pillowcase with closure'],\n",
       " ['greyscale paisley fitted sheet',\n",
       "  'paisley fitted sheet',\n",
       "  'paisley print fitted sheet',\n",
       "  'grey scale paisley fitted sheet',\n",
       "  'grey paisley fitted sheet',\n",
       "  'greyscale print fitted sheet',\n",
       "  'paisley cotton fitted sheet',\n",
       "  'grayscale paisley fitted sheet',\n",
       "  'striped paisley fitted sheet',\n",
       "  'paisley-print fitted sheet'],\n",
       " ['floral duvet cover',\n",
       "  'raspberry print duvet cover',\n",
       "  'floral print duvet cover',\n",
       "  'raspberry floral duvet cover',\n",
       "  'raspberry duvet cover',\n",
       "  'printed duvet cover',\n",
       "  'duvet cover',\n",
       "  'embroidered duvet cover',\n",
       "  'embroidered floral duvet cover',\n",
       "  'flower duvet cover'],\n",
       " ['raspberry print flat sheet',\n",
       "  'floral flat sheet',\n",
       "  'floral print flat sheet',\n",
       "  'raspberry flat sheet',\n",
       "  'raspberry floral flat sheet',\n",
       "  'flat sheet with floral print',\n",
       "  'flat sheet with raspberry print',\n",
       "  'raspberry floral print flat sheet',\n",
       "  'raspberry-print flat sheet',\n",
       "  'raspberry printed flat sheet'],\n",
       " ['paisley duvet cover',\n",
       "  'paisley print duvet cover',\n",
       "  'burgundy paisley duvet cover',\n",
       "  'paisley cotton duvet cover',\n",
       "  'embroidered paisley duvet cover',\n",
       "  'paisley printed duvet cover',\n",
       "  'paisley jacquard duvet cover',\n",
       "  'printed duvet cover',\n",
       "  'paisley print duvet',\n",
       "  'paisley sateen duvet cover'],\n",
       " ['paisley flat sheet',\n",
       "  'paisley print flat sheet',\n",
       "  'flat sheet with paisley print',\n",
       "  'burgundy paisley flat sheet',\n",
       "  'paisley flat sheet in burgundy',\n",
       "  'paisley-print flat sheet',\n",
       "  'paisley printed flat sheet',\n",
       "  'paisley flat sheet trf',\n",
       "  'paisley cotton flat sheet',\n",
       "  'flat sheet in paisley print'],\n",
       " ['paisley pillowcase',\n",
       "  'paisley print pillowcase',\n",
       "  'burgundy paisley pillowcase',\n",
       "  'pillowcase with paisley print',\n",
       "  'paisley pillowcase with envelope',\n",
       "  'limited edition paisley pillowcase',\n",
       "  'burgundy paisley print pillowcase',\n",
       "  'paisley pillowcase in burgundy',\n",
       "  'paisley pillowcase with closure',\n",
       "  'paisley pillowcase with envelopes'],\n",
       " ['paisley duvet cover',\n",
       "  'paisley print duvet cover',\n",
       "  'green paisley duvet cover',\n",
       "  'paisley cotton duvet cover',\n",
       "  'paisley jacquard duvet cover',\n",
       "  'floral print duvet cover',\n",
       "  'duvet cover',\n",
       "  'printed duvet cover',\n",
       "  'paisley printed duvet cover',\n",
       "  'duvet cover with paisley'],\n",
       " ['paisley flat sheet',\n",
       "  'paisley print flat sheet',\n",
       "  'green paisley flat sheet',\n",
       "  'flat sheet with paisley print',\n",
       "  'paisley flat sheet in green',\n",
       "  'paisley cotton flat sheet',\n",
       "  'paisley-print flat sheet',\n",
       "  'paisley printed flat sheet',\n",
       "  'paisley flat sheet trf',\n",
       "  'green print flat sheet'],\n",
       " ['paisley pillowcase',\n",
       "  'paisley print pillowcase',\n",
       "  'green paisley pillowcase',\n",
       "  'pillowcase with paisley print',\n",
       "  'paisley pillowcase with envelope',\n",
       "  'green paisley print pillowcase',\n",
       "  'paisley pillowcase with closure',\n",
       "  'paisley cotton pillowcase',\n",
       "  'cotton paisley pillowcase',\n",
       "  'paisley-print pillowcase'],\n",
       " ['paisley duvet cover',\n",
       "  'paisley print duvet cover',\n",
       "  'paisley cotton duvet cover',\n",
       "  'printed duvet cover',\n",
       "  'embroidered paisley duvet cover',\n",
       "  'paisley jacquard duvet cover',\n",
       "  'paisley printed duvet cover',\n",
       "  'floral print duvet cover',\n",
       "  'paisley sateen duvet cover',\n",
       "  'duvet cover with paisley'],\n",
       " ['paisley pillowcase',\n",
       "  'multicoloured paisley pillowcase',\n",
       "  'paisley print pillowcase',\n",
       "  'pillowcase with paisley print',\n",
       "  'multicolour paisley pillowcase',\n",
       "  'paisley pillowcase with envelope',\n",
       "  'paisley cotton pillowcase',\n",
       "  'multicoloured print pillowcase',\n",
       "  'printed pillowcase',\n",
       "  'paisley-print pillowcase'],\n",
       " ['paisley fitted sheet',\n",
       "  'multicoloured paisley fitted sheet',\n",
       "  'paisley print fitted sheet',\n",
       "  'paisley cotton fitted sheet',\n",
       "  'printed fitted sheet',\n",
       "  'paisley printed fitted sheet',\n",
       "  'paisley fitted sheet trf',\n",
       "  'paisley-print fitted sheet',\n",
       "  'multicolour paisley fitted sheet',\n",
       "  'fitted sheet with paisley print'],\n",
       " ['flannel duvet cover',\n",
       "  'dyed thread check duvet cover',\n",
       "  'check duvet cover',\n",
       "  'checked flannel duvet cover',\n",
       "  'check flannel duvet cover',\n",
       "  'dyed thread flannel duvet cover',\n",
       "  'duvet cover with dyed thread',\n",
       "  'flannel duvet cover trf',\n",
       "  'duvet cover with check design',\n",
       "  'checked duvet cover'],\n",
       " ['flannel flat sheet',\n",
       "  'check flat sheet',\n",
       "  'dyed thread check flat sheet',\n",
       "  'check flannel flat sheet',\n",
       "  'dyed thread flannel flat sheet',\n",
       "  'checked flannel flat sheet',\n",
       "  'flat sheet with check design',\n",
       "  'flannel flat sheet trf',\n",
       "  'flat sheet with dyed thread',\n",
       "  'flannel flat sheet with check'],\n",
       " ['flannel pillowcase',\n",
       "  'dyed thread check pillowcase',\n",
       "  'check pillowcase',\n",
       "  'check flannel pillowcase',\n",
       "  'checked flannel pillowcase',\n",
       "  'pillowcase with dyed thread',\n",
       "  'checked pillowcase',\n",
       "  'pillowcase with check design',\n",
       "  'pillowcase with thread check',\n",
       "  'dyed flannel pillowcase'],\n",
       " ['flannel fitted sheet',\n",
       "  'fitted sheet with elastic corners',\n",
       "  'flannel fitted sheet with elastic',\n",
       "  'flannel fitted sheet trf',\n",
       "  'limited edition flannel fitted sheet',\n",
       "  'fitted sheet',\n",
       "  'textured flannel fitted sheet',\n",
       "  'fitted sheet with flannel',\n",
       "  'flannel fitted sheet with corners',\n",
       "  'pack of flannel fitted sheet'],\n",
       " ['duvet cover with lace border',\n",
       "  'lace border duvet cover',\n",
       "  'plain duvet cover',\n",
       "  'duvet cover',\n",
       "  'duvet cover with lace detail',\n",
       "  'plain white duvet cover',\n",
       "  'lace duvet cover',\n",
       "  'duvet cover with lace',\n",
       "  'cotton percale duvet cover',\n",
       "  'white duvet cover'],\n",
       " ['pillowcase with lace trim',\n",
       "  'lace pillowcase',\n",
       "  'plain pillowcase',\n",
       "  'pillowcase',\n",
       "  'lace trim pillowcase',\n",
       "  'pillowcase with lace',\n",
       "  'lace-trimmed pillowcase',\n",
       "  'pillowcase with lace detail',\n",
       "  'white pillowcase',\n",
       "  'pillowcases with lace trim'],\n",
       " ['duvet cover with lace insert',\n",
       "  'plain duvet cover',\n",
       "  'duvet cover with lace',\n",
       "  'duvet cover with placement lace',\n",
       "  'lace duvet cover',\n",
       "  'duvet cover with lace detail',\n",
       "  'duvet cover',\n",
       "  'plain duvet cover with lace',\n",
       "  'duvet cover with lace trim',\n",
       "  'lace insert duvet cover'],\n",
       " ['flat sheet with lace insert',\n",
       "  'plain flat sheet',\n",
       "  'flat sheet with lace',\n",
       "  'flat sheet',\n",
       "  'lace flat sheet',\n",
       "  'flat sheet with lace detail',\n",
       "  'flat sheet with lace trim',\n",
       "  'cotton percale flat sheet',\n",
       "  'plain flat sheet with lace',\n",
       "  'flat sheet with placement lace'],\n",
       " ['pillowcase with lace insert',\n",
       "  'plain pillowcase',\n",
       "  'pillowcase with lace',\n",
       "  'pillowcase',\n",
       "  'lace pillowcase',\n",
       "  'plain pillowcase with lace',\n",
       "  'pillowcase with placement lace',\n",
       "  'pillowcase with lace detail',\n",
       "  'pillowcase with lace trim',\n",
       "  'plain lace pillowcase'],\n",
       " ['plain duvet cover',\n",
       "  'washed cotton duvet cover',\n",
       "  'duvet cover',\n",
       "  'washed duvet cover',\n",
       "  'cotton duvet cover',\n",
       "  'duvet cover with button',\n",
       "  'plain cotton duvet cover',\n",
       "  'washed plain duvet cover',\n",
       "  'basic duvet cover',\n",
       "  'limited edition duvet cover'],\n",
       " ['washed cotton pillowcase',\n",
       "  'pillowcase',\n",
       "  'plain pillowcase',\n",
       "  'pillowcase with side closure',\n",
       "  'washed-cotton pillowcase',\n",
       "  'cotton pillowcase',\n",
       "  'washed pillowcase',\n",
       "  'pillowcase with side envelope',\n",
       "  'wash cotton pillowcase',\n",
       "  'plain washed cotton pillowcase'],\n",
       " ['washed cotton fitted sheet',\n",
       "  'fitted sheet',\n",
       "  'adjustable fitted sheet',\n",
       "  'fitted sheet with washed cotton',\n",
       "  'washed-cotton fitted sheet',\n",
       "  'wash cotton fitted sheet',\n",
       "  'cotton fitted sheet',\n",
       "  'adjustable washed cotton fitted sheet',\n",
       "  'adjustable wash cotton fitted sheet',\n",
       "  '150 thread count fitted sheet'],\n",
       " ['washed linen fitted sheet',\n",
       "  'plain washed linen fitted sheet',\n",
       "  'wash linen fitted sheet',\n",
       "  'linen fitted sheet',\n",
       "  'fitted sheet with elastic corners',\n",
       "  'basic washed linen fitted sheet',\n",
       "  'washed linen fitted sheet with elastic',\n",
       "  'linen fitted sheet (160 g)',\n",
       "  'plain wash linen fitted sheet',\n",
       "  'limited edition washed linen fitted sheet'],\n",
       " ['elephant print flat sheet',\n",
       "  'elephant flat sheet',\n",
       "  'elephants flat sheet',\n",
       "  'cotton elephant flat sheet',\n",
       "  'elephant print sheet',\n",
       "  'elephant cotton flat sheet',\n",
       "  'elephant printed flat sheet',\n",
       "  'animal print flat sheet',\n",
       "  'elephant design flat sheet',\n",
       "  'embroidered elephant flat sheet'],\n",
       " ['elephant pillowcase',\n",
       "  'elephant print pillowcase',\n",
       "  'cotton elephant pillowcase',\n",
       "  'elephants pillowcase',\n",
       "  'elephant cotton pillowcase',\n",
       "  'pillowcase with elephant',\n",
       "  'animal print pillowcase',\n",
       "  'embroidered elephant pillowcase',\n",
       "  'elephant printed pillowcase',\n",
       "  'cotton pillowcase'],\n",
       " ['striped fitted sheet',\n",
       "  'striped flannel fitted sheet',\n",
       "  'flannel fitted sheet',\n",
       "  'flannel fitted sheet with stripes',\n",
       "  'striped fitted sheet trf',\n",
       "  'fitted sheet with stripes',\n",
       "  'fitted sheet with striped thread',\n",
       "  'stripe flannel fitted sheet',\n",
       "  'flannel fitted sheet with thread',\n",
       "  'fitted sheet with dyed thread'],\n",
       " ['seersucker duvet cover',\n",
       "  'seersucker effect duvet cover',\n",
       "  'seersucker print duvet cover',\n",
       "  'duvet cover with seersucker',\n",
       "  'seersucker sateen duvet cover',\n",
       "  'cotton seersucker duvet cover',\n",
       "  'seersucker cotton duvet cover',\n",
       "  'seersucker pattern duvet cover',\n",
       "  'seersucker fabric duvet cover',\n",
       "  'seersucker thread duvet cover'],\n",
       " ['seersucker pillowcase',\n",
       "  'pillowcase with seersucker',\n",
       "  'seersucker effect pillowcase',\n",
       "  'cotton seersucker pillowcase',\n",
       "  'pillowcase',\n",
       "  'pillowcase with dyed thread',\n",
       "  'seersucker print pillowcase',\n",
       "  'dyed thread pillowcase',\n",
       "  'thread seersucker pillowcase',\n",
       "  'dyed seersucker pillowcase'],\n",
       " ['floral print curtain',\n",
       "  'floral curtain',\n",
       "  'multicoloured floral curtain',\n",
       "  'multicoloured linen curtain',\n",
       "  'linen curtain',\n",
       "  'floral linen curtain',\n",
       "  'linen floral curtain',\n",
       "  'curtain with floral print',\n",
       "  'linen floral print curtain',\n",
       "  'multicoloured print curtain'],\n",
       " ['leaf print curtain',\n",
       "  'linen leaf print curtain',\n",
       "  'leaf print linen curtain',\n",
       "  'linen leaf curtain',\n",
       "  'leaf curtain',\n",
       "  'leaf print curtains',\n",
       "  'curtain with leaf print',\n",
       "  'linen curtain',\n",
       "  'leaf-print curtain',\n",
       "  'leaves curtain'],\n",
       " ['cotton cushion cover',\n",
       "  'whitework cushion cover',\n",
       "  'cushion cover',\n",
       "  'striped cushion cover',\n",
       "  'limited edition cushion cover',\n",
       "  'white cotton cushion cover',\n",
       "  'plain cotton cushion cover',\n",
       "  'striped cotton cushion cover',\n",
       "  'white cushion cover',\n",
       "  'plain cushion cover'],\n",
       " ['fringe duvet cover',\n",
       "  'fringe print duvet cover',\n",
       "  'duvet cover with fringe',\n",
       "  'fringed duvet cover',\n",
       "  'printed duvet cover',\n",
       "  'duvet cover',\n",
       "  'animal print duvet cover',\n",
       "  'faux fur duvet cover',\n",
       "  'geometric print duvet cover',\n",
       "  'abstract print duvet cover'],\n",
       " ['fringed pillowcase',\n",
       "  'fringed print pillowcase',\n",
       "  'fringed cotton pillowcase',\n",
       "  'printed pillowcase',\n",
       "  'fringed printed pillowcase',\n",
       "  'fringed paisley pillowcase',\n",
       "  'pillowcase with fringing',\n",
       "  'fringed fabric pillowcase',\n",
       "  'animal print pillowcase',\n",
       "  'paisley print pillowcase'],\n",
       " ['floral pillowcase',\n",
       "  'floral print pillowcase',\n",
       "  'printed pillowcase',\n",
       "  'cotton floral pillowcase',\n",
       "  'floral cotton pillowcase',\n",
       "  'flower pillowcase',\n",
       "  'cotton pillowcase',\n",
       "  'print pillowcase',\n",
       "  'flower print pillowcase',\n",
       "  'floral printed pillowcase'],\n",
       " ['check duvet cover',\n",
       "  'check print duvet cover',\n",
       "  'checked duvet cover',\n",
       "  'check cotton duvet cover',\n",
       "  'cotton check duvet cover',\n",
       "  'check fabric duvet cover',\n",
       "  'check sateen duvet cover',\n",
       "  'embroidered check duvet cover',\n",
       "  'check printed duvet cover',\n",
       "  'duvet cover with check'],\n",
       " ['check pillowcase',\n",
       "  'check print pillowcase',\n",
       "  'checked pillowcase',\n",
       "  'cotton check pillowcase',\n",
       "  'checked print pillowcase',\n",
       "  'check cotton pillowcase',\n",
       "  'check printed pillowcase',\n",
       "  'double check pillowcase',\n",
       "  'check fabric pillowcase',\n",
       "  'cotton pillowcase'],\n",
       " ['check duvet cover',\n",
       "  'check print duvet cover',\n",
       "  'checked duvet cover',\n",
       "  'check cotton duvet cover',\n",
       "  'cotton check duvet cover',\n",
       "  'check fabric duvet cover',\n",
       "  'check sateen duvet cover',\n",
       "  'embroidered check duvet cover',\n",
       "  'check printed duvet cover',\n",
       "  'duvet cover with check'],\n",
       " ['check pillowcase',\n",
       "  'check print pillowcase',\n",
       "  'checked pillowcase',\n",
       "  'cotton check pillowcase',\n",
       "  'checked print pillowcase',\n",
       "  'check cotton pillowcase',\n",
       "  'check printed pillowcase',\n",
       "  'double check pillowcase',\n",
       "  'check fabric pillowcase',\n",
       "  'cotton pillowcase'],\n",
       " ['check fitted sheet',\n",
       "  'checked fitted sheet',\n",
       "  'check print fitted sheet',\n",
       "  'fitted sheet with check print',\n",
       "  'cotton fitted sheet',\n",
       "  'check printed fitted sheet',\n",
       "  'check fitted sheet trf',\n",
       "  'printed fitted sheet',\n",
       "  'cotton check fitted sheet',\n",
       "  'limited edition check fitted sheet'],\n",
       " ['pink linen duvet cover',\n",
       "  'linen duvet cover',\n",
       "  'plain linen duvet cover',\n",
       "  'duvet cover',\n",
       "  'limited edition linen duvet cover',\n",
       "  'embroidered linen duvet cover',\n",
       "  'printed linen duvet cover',\n",
       "  'linen duvet cover with buttons',\n",
       "  'striped linen duvet cover',\n",
       "  'plain pink linen duvet cover'],\n",
       " ['pink linen flat sheet',\n",
       "  'plain linen flat sheet',\n",
       "  'linen flat sheet',\n",
       "  'polka dot linen flat sheet',\n",
       "  'striped linen flat sheet',\n",
       "  'linen flat sheet in pink',\n",
       "  'basic linen flat sheet',\n",
       "  'white linen flat sheet',\n",
       "  'flat sheet with pink trim',\n",
       "  'textured linen flat sheet'],\n",
       " ['pink linen fitted sheet',\n",
       "  'linen fitted sheet',\n",
       "  'plain linen fitted sheet',\n",
       "  'pink fitted sheet',\n",
       "  'printed linen fitted sheet',\n",
       "  'plain fitted sheet',\n",
       "  'linen fitted sheet in pink',\n",
       "  'colour block linen fitted sheet',\n",
       "  'striped linen fitted sheet',\n",
       "  'fitted linen sheet'],\n",
       " ['woven basket',\n",
       "  'rectangular woven basket',\n",
       "  'rectangular basket',\n",
       "  'basket with fabric lining',\n",
       "  'basket with contrast lining',\n",
       "  'woven basket with lining',\n",
       "  'basket',\n",
       "  'basket with contrasting lining',\n",
       "  'basket with lining',\n",
       "  'rectangular basket with lining'],\n",
       " ['striped duvet cover',\n",
       "  'striped cotton duvet cover',\n",
       "  'striped print duvet cover',\n",
       "  'striped striped duvet cover',\n",
       "  'striped fabric duvet cover',\n",
       "  'striped sateen duvet cover',\n",
       "  'striped pattern duvet cover',\n",
       "  'striped linen duvet cover',\n",
       "  'striped jacquard duvet cover',\n",
       "  'striped printed duvet cover'],\n",
       " ['striped pillowcase',\n",
       "  'striped print pillowcase',\n",
       "  'pillowcase with striped print',\n",
       "  'striped cotton pillowcase',\n",
       "  'striped pillowcase with envelope',\n",
       "  'striped pillowcase with opening',\n",
       "  'pillowcase with striped design',\n",
       "  'striped pillowcase with closure',\n",
       "  'striped pillowcase trf',\n",
       "  'white striped pillowcase'],\n",
       " ['check duvet cover',\n",
       "  'check print duvet cover',\n",
       "  'checked duvet cover',\n",
       "  'check cotton duvet cover',\n",
       "  'cotton check duvet cover',\n",
       "  'check fabric duvet cover',\n",
       "  'check sateen duvet cover',\n",
       "  'embroidered check duvet cover',\n",
       "  'check printed duvet cover',\n",
       "  'duvet cover with check'],\n",
       " ['striped tea towel',\n",
       "  'striped terrycloth tea towel',\n",
       "  'striped cotton tea towel',\n",
       "  'cotton tea towel',\n",
       "  'tea towel with striped pattern',\n",
       "  'tea towel with striped design',\n",
       "  'terrycloth tea towel',\n",
       "  'cotton terrycloth tea towel',\n",
       "  'tea towel',\n",
       "  'tea towel with striped print'],\n",
       " ['embroidered cushion cover',\n",
       "  'embroidered abstract cushion cover',\n",
       "  'embroidered abstract face cushion cover',\n",
       "  'embroidered face cushion cover',\n",
       "  'cushion cover with embroidered face',\n",
       "  'abstract face cushion cover',\n",
       "  'abstract cushion cover',\n",
       "  'cushion cover with abstract face',\n",
       "  'abstract design cushion cover',\n",
       "  'face cushion cover'],\n",
       " ['printed cushion cover',\n",
       "  'cushion cover',\n",
       "  'print cushion cover',\n",
       "  'cushion cover with zip',\n",
       "  'polka dot cushion cover',\n",
       "  'textured cushion cover',\n",
       "  'animal print cushion cover',\n",
       "  'striped cushion cover',\n",
       "  'limited edition cushion cover',\n",
       "  'floral cushion cover'],\n",
       " ['tile cushion cover',\n",
       "  'tile print cushion cover',\n",
       "  'tile-inspired cushion cover',\n",
       "  'cushion cover with tile print',\n",
       "  'tile-print cushion cover',\n",
       "  'tile cushion cover with zip',\n",
       "  'tile-effect cushion cover',\n",
       "  'tile pattern cushion cover',\n",
       "  'tile-style cushion cover',\n",
       "  'ceramic cushion cover'],\n",
       " ['duvet cover with ruffle',\n",
       "  'duvet cover with ruffle detail',\n",
       "  'duvet cover with ruffles',\n",
       "  'ruffled duvet cover',\n",
       "  'solid duvet cover',\n",
       "  'solid duvet cover with ruffle',\n",
       "  'duvet cover with matching ruffle',\n",
       "  'duvet cover with ruffled detail',\n",
       "  'duvet cover',\n",
       "  'combined duvet cover'],\n",
       " ['pillowcase with ruffle',\n",
       "  'pillowcase with ruffle detail',\n",
       "  'pillowcase with ruffles',\n",
       "  'washed cotton pillowcase',\n",
       "  'ruffled pillowcase',\n",
       "  'pillowcase with matching ruffle',\n",
       "  'solid pillowcase with ruffle',\n",
       "  'pillowcase with ruffled detail',\n",
       "  'solid pillowcase',\n",
       "  'solid pillowcase with ruffles'],\n",
       " ['embroidered duvet cover',\n",
       "  'duvet cover with grey embroidery',\n",
       "  'plain duvet cover',\n",
       "  'plain duvet cover with grey embroidery',\n",
       "  'duvet cover with contrast embroidery',\n",
       "  'plain duvet cover with contrast embroidery',\n",
       "  'duvet cover with contrast grey embroidery',\n",
       "  'duvet cover with grey terrycloth',\n",
       "  'duvet cover with terrycloth embroidery',\n",
       "  'duvet cover with contrasting embroidery'],\n",
       " ['pillowcase with ruffles',\n",
       "  'ruffled pillowcase',\n",
       "  'ruffles pillowcase',\n",
       "  'cotton pillowcase with ruffles',\n",
       "  'cotton percale pillowcase',\n",
       "  'pillowcase with ruffle trim',\n",
       "  'pillowcase',\n",
       "  'ruffled percale pillowcase',\n",
       "  'ruffle pillowcase',\n",
       "  'pillowcases with ruffles'],\n",
       " ['striped duvet cover',\n",
       "  'stripe print duvet cover',\n",
       "  'stripe duvet cover',\n",
       "  'striped cotton duvet cover',\n",
       "  'striped print duvet cover',\n",
       "  'striped sateen duvet cover',\n",
       "  'striped stripe duvet cover',\n",
       "  'embroidered stripe duvet cover',\n",
       "  'striped fabric duvet cover',\n",
       "  'striped jacquard duvet cover'],\n",
       " ['striped pillowcase',\n",
       "  'multicoloured stripe pillowcase',\n",
       "  'stripe pillowcase',\n",
       "  'multicoloured striped pillowcase',\n",
       "  'stripe print pillowcase',\n",
       "  'striped cotton pillowcase',\n",
       "  'striped print pillowcase',\n",
       "  'striped multicoloured pillowcase',\n",
       "  'pillowcase with striped print',\n",
       "  'multicoloured stripes pillowcase'],\n",
       " ['striped pillowcase',\n",
       "  'stripe pillowcase',\n",
       "  'stripe print pillowcase',\n",
       "  'pillowcase with stripe print',\n",
       "  '2-tone stripe pillowcase',\n",
       "  'striped cotton pillowcase',\n",
       "  'pillowcase with striped print',\n",
       "  '2-tone striped pillowcase',\n",
       "  'two-tone pillowcase',\n",
       "  'double stripe pillowcase'],\n",
       " ['cotton duvet cover',\n",
       "  'duvet cover',\n",
       "  'topstitched duvet cover',\n",
       "  'sateen duvet cover',\n",
       "  'embroidered duvet cover',\n",
       "  'quilted duvet cover',\n",
       "  'floral print duvet cover',\n",
       "  'striped duvet cover',\n",
       "  'limited edition duvet cover',\n",
       "  'printed duvet cover'],\n",
       " ['flat sheet with topstitching',\n",
       "  'flat sheet',\n",
       "  'cotton percale flat sheet',\n",
       "  'topstitched flat sheet',\n",
       "  'percale flat sheet',\n",
       "  'cotton flat sheet',\n",
       "  'flat sheet with fold detail',\n",
       "  'sateen flat sheet',\n",
       "  'sheet with topstitching',\n",
       "  'flat sheet with folding detail'],\n",
       " ['pillowcase',\n",
       "  'cotton pillowcase',\n",
       "  'topstitched pillowcase',\n",
       "  'quilted pillowcase',\n",
       "  'sateen pillowcase',\n",
       "  'limited edition pillowcase',\n",
       "  'embroidered pillowcase',\n",
       "  'plain pillowcase',\n",
       "  'printed pillowcase',\n",
       "  'rustic pillowcase'],\n",
       " ['floral print duvet cover',\n",
       "  'floral duvet cover',\n",
       "  'blue floral duvet cover',\n",
       "  'duvet cover',\n",
       "  'printed duvet cover',\n",
       "  'blue print duvet cover',\n",
       "  'embroidered floral duvet cover',\n",
       "  'embroidered duvet cover',\n",
       "  'flower duvet cover',\n",
       "  'cotton floral duvet cover'],\n",
       " ['floral print pillowcase',\n",
       "  'floral pillowcase',\n",
       "  'blue floral pillowcase',\n",
       "  'blue print pillowcase',\n",
       "  'printed pillowcase',\n",
       "  'cotton floral pillowcase',\n",
       "  'floral cotton pillowcase',\n",
       "  'blue pillowcase',\n",
       "  'flower pillowcase',\n",
       "  'paisley print pillowcase'],\n",
       " ['blue duvet cover',\n",
       "  'washed cotton duvet cover',\n",
       "  'duvet cover',\n",
       "  'blue washed duvet cover',\n",
       "  'washed duvet cover',\n",
       "  'washed blue duvet cover',\n",
       "  'blue wash duvet cover',\n",
       "  'duvet cover with button',\n",
       "  'cotton duvet cover',\n",
       "  'limited edition duvet cover'],\n",
       " ['striped linen cushion cover',\n",
       "  'linen cushion cover',\n",
       "  'stripe linen cushion cover',\n",
       "  'linen cushion cover with stripe',\n",
       "  'linen cushion cover with stripes',\n",
       "  'contrast linen cushion cover',\n",
       "  'striped cushion cover',\n",
       "  'limited edition linen cushion cover',\n",
       "  '100% linen cushion cover',\n",
       "  'linen cushion cover trf'],\n",
       " ['striped duvet cover',\n",
       "  'striped cotton duvet cover',\n",
       "  'dyed thread duvet cover',\n",
       "  'striped linen duvet cover',\n",
       "  'striped dyed thread duvet cover',\n",
       "  'duvet cover with blue stripes',\n",
       "  'cotton and linen duvet cover',\n",
       "  'linen dyed thread duvet cover',\n",
       "  'stripe duvet cover',\n",
       "  'blue striped duvet cover'],\n",
       " ['striped pillowcase',\n",
       "  'pillowcase with blue stripes',\n",
       "  'striped cotton pillowcase',\n",
       "  'dyed thread pillowcase',\n",
       "  'cotton pillowcase with stripes',\n",
       "  'pillowcase with stripes',\n",
       "  'linen pillowcase with stripes',\n",
       "  'linen dyed thread pillowcase',\n",
       "  'pillowcase with striped stripes',\n",
       "  'linen and cotton pillowcase'],\n",
       " ['check flannel duvet cover',\n",
       "  'flannel duvet cover',\n",
       "  'multicoloured check flannel duvet cover',\n",
       "  'multicoloured flannel duvet cover',\n",
       "  'dyed thread check flannel duvet cover',\n",
       "  'checked flannel duvet cover',\n",
       "  'multicoloured checked flannel duvet cover',\n",
       "  'flannel duvet cover with check print',\n",
       "  'flannel duvet cover with dyed thread',\n",
       "  'check print flannel duvet cover'],\n",
       " ['check flannel pillowcase',\n",
       "  'flannel pillowcase',\n",
       "  'multicoloured flannel pillowcase',\n",
       "  'multicoloured check flannel pillowcase',\n",
       "  'flannel pillowcase with check print',\n",
       "  'checked flannel pillowcase',\n",
       "  'dyed thread check flannel pillowcase',\n",
       "  'flannel pillowcase with dyed thread',\n",
       "  'multicoloured thread check pillowcase',\n",
       "  'check print flannel pillowcase'],\n",
       " ['striped duvet cover',\n",
       "  'striped cotton duvet cover',\n",
       "  'striped print duvet cover',\n",
       "  'grey striped duvet cover',\n",
       "  'striped striped duvet cover',\n",
       "  'striped jacquard duvet cover',\n",
       "  'striped sateen duvet cover',\n",
       "  'striped fabric duvet cover',\n",
       "  'striped pattern duvet cover',\n",
       "  'striped linen duvet cover'],\n",
       " ['pillowcase',\n",
       "  'cotton pillowcase',\n",
       "  'topstitched pillowcase',\n",
       "  'limited edition pillowcase',\n",
       "  'sateen pillowcase',\n",
       "  'embroidered pillowcase',\n",
       "  'printed pillowcase',\n",
       "  'quilted pillowcase',\n",
       "  'plain pillowcase',\n",
       "  'linen pillowcase'],\n",
       " ['rug cushion cover',\n",
       "  'rug print cushion cover',\n",
       "  'cushion cover with rug',\n",
       "  'cushion cover',\n",
       "  'striped cushion cover',\n",
       "  'printed cushion cover',\n",
       "  'animal print cushion cover',\n",
       "  'rug effect cushion cover',\n",
       "  'rug cover',\n",
       "  'print cushion cover'],\n",
       " ['floral cushion cover',\n",
       "  'floral print cushion cover',\n",
       "  'cushion cover',\n",
       "  'printed cushion cover',\n",
       "  'flower cushion cover',\n",
       "  'polka dot cushion cover',\n",
       "  'print cushion cover',\n",
       "  'cushion with floral print',\n",
       "  'cushion cover with flowers',\n",
       "  'tropical print cushion cover'],\n",
       " ['floral duvet cover',\n",
       "  'floral print duvet cover',\n",
       "  'printed duvet cover',\n",
       "  'duvet cover',\n",
       "  'embroidered duvet cover',\n",
       "  'flower duvet cover',\n",
       "  'duvet cover with flowers',\n",
       "  'floral cotton duvet cover',\n",
       "  'cotton duvet cover',\n",
       "  'embroidered floral duvet cover'],\n",
       " ['raised damask quilt',\n",
       "  'damask quilt',\n",
       "  'scalloped edge quilt',\n",
       "  'raised damask design quilt',\n",
       "  'quilt with raised damask',\n",
       "  'raised design quilt',\n",
       "  'jacquard quilt',\n",
       "  'embroidered quilt',\n",
       "  'raised damask pattern quilt',\n",
       "  'quilt with raised design'],\n",
       " ['quilted cushion cover',\n",
       "  'embroidered cushion cover',\n",
       "  'embroidered quilted cushion cover',\n",
       "  'embroidered cross cushion cover',\n",
       "  'small embroidered cushion cover',\n",
       "  'embroidered quilt cushion cover',\n",
       "  'cushion cover with embroidered crosses',\n",
       "  'quilted cushion cover with crosses',\n",
       "  'quilted cushion cover with cross',\n",
       "  'small embroidered cross cushion cover'],\n",
       " ['waffle bedspread',\n",
       "  'washed cotton bedspread',\n",
       "  'waffle-effect bedspread',\n",
       "  'washed bedspread',\n",
       "  'washed waffle bedspread',\n",
       "  'waffle bedspread trf',\n",
       "  'waffle cotton bedspread',\n",
       "  'waffle print bedspread',\n",
       "  'washed-effect bedspread',\n",
       "  'washed bedspread with ruffles'],\n",
       " ['waffle-effect cushion cover',\n",
       "  'washed waffle-effect cushion cover',\n",
       "  'waffle cushion cover',\n",
       "  'waffle-effect cotton cushion cover',\n",
       "  'waffle-effect washed cushion cover',\n",
       "  'waffle texture cushion cover',\n",
       "  'washed cotton cushion cover',\n",
       "  'waffle effect cushion cover',\n",
       "  'waffle-effect wash cushion cover',\n",
       "  'waffle-effect textured cushion cover'],\n",
       " ['faux fur cushion cover',\n",
       "  'soft touch cushion cover',\n",
       "  'soft faux fur cushion cover',\n",
       "  'soft-touch cushion cover',\n",
       "  'cushion cover',\n",
       "  'cushion cover with faux fur',\n",
       "  'plush cushion cover',\n",
       "  'soft plush cushion cover',\n",
       "  'soft touch fur cushion cover',\n",
       "  'soft fur cushion cover'],\n",
       " ['melange cable knit blanket',\n",
       "  'cable knit blanket',\n",
       "  'melange blanket',\n",
       "  'cable-knit blanket',\n",
       "  'melange design blanket',\n",
       "  'melange cable blanket',\n",
       "  'cable knit melange blanket',\n",
       "  'melange knit blanket',\n",
       "  'melange cableknit blanket',\n",
       "  'cable knit blanket trf'],\n",
       " ['velvet cushion cover',\n",
       "  'plain velvet cushion cover',\n",
       "  'plain cushion cover',\n",
       "  'faux velvet cushion cover',\n",
       "  'cushion cover',\n",
       "  'basic velvet cushion cover',\n",
       "  'striped velvet cushion cover',\n",
       "  'contrast velvet cushion cover',\n",
       "  'cushion cover with zip',\n",
       "  'velvet cushion cover.'],\n",
       " ['chenille blanket',\n",
       "  'plain chenille blanket',\n",
       "  'soft chenille blanket',\n",
       "  'chenille blanket trf',\n",
       "  'limited edition chenille blanket',\n",
       "  'very soft chenille blanket',\n",
       "  'basic chenille blanket',\n",
       "  'long chenille blanket',\n",
       "  'flecked chenille blanket',\n",
       "  'striped chenille blanket'],\n",
       " ['cotton cushion cover with tassels',\n",
       "  'tassel cushion cover',\n",
       "  'cushion cover with tassels',\n",
       "  'tassels cushion cover',\n",
       "  'cotton cushion cover',\n",
       "  'embroidered cushion cover',\n",
       "  'tassels cotton cushion cover',\n",
       "  'soft cushion cover with tassels',\n",
       "  'jute cushion cover with tassels',\n",
       "  'cotton cushion cover with tassel'],\n",
       " ['velvet cushion cover',\n",
       "  'velvet cushion cover with fringing',\n",
       "  'fringing velvet cushion cover',\n",
       "  'fringed velvet cushion cover',\n",
       "  'cushion cover with fringing',\n",
       "  'limited edition velvet cushion cover',\n",
       "  'textured velvet cushion cover',\n",
       "  'velvet cushion cover trf',\n",
       "  'fringing cushion cover',\n",
       "  'fringed cushion cover'],\n",
       " ['paisley bedspread',\n",
       "  'multicoloured paisley bedspread',\n",
       "  'multicoloured bedspread',\n",
       "  'paisley cotton bedspread',\n",
       "  'cotton bedspread',\n",
       "  'bedspread with paisleys',\n",
       "  'paisley print bedspread',\n",
       "  'bedspread with paisley print',\n",
       "  'cotton bedspread with paisley',\n",
       "  'bedspread with paisley pattern'],\n",
       " ['waffle tablecloth',\n",
       "  'waffle-like linen tablecloth',\n",
       "  'waffle linen tablecloth',\n",
       "  'waffle-like tablecloth',\n",
       "  'waffle-style linen tablecloth',\n",
       "  'waffle-style tablecloth',\n",
       "  'waffle-texture linen tablecloth',\n",
       "  'waffle-textured linen tablecloth',\n",
       "  'waffle-like texture tablecloth',\n",
       "  'waffle-shaped linen tablecloth'],\n",
       " ['waffle weave linen napkins (pack of 4)',\n",
       "  'waffle weave napkins (pack of 4)',\n",
       "  'waffle weave linen napkin (pack of 4)',\n",
       "  'linen napkins (pack of 4)',\n",
       "  'waffle weave napkin (pack of 4)',\n",
       "  'waffle linen napkins (pack of 4)',\n",
       "  'linen waffle weave napkins (pack of 4)',\n",
       "  'linen napkin (pack of 4)',\n",
       "  'waffle linen napkin (pack of 4)',\n",
       "  'waffle-weave napkins (pack of 4)'],\n",
       " ['wool blanket',\n",
       "  'wool blanket with stitching',\n",
       "  'contrast wool blanket',\n",
       "  'wool blanket with stitch',\n",
       "  'blanket with contrast stitching',\n",
       "  'wool blanket with edge',\n",
       "  'blanket with contrast stitch',\n",
       "  'white wool blanket',\n",
       "  'blanket with white stitching',\n",
       "  'blanket with white stitch'],\n",
       " ['wool throw pillow',\n",
       "  'wool pillow',\n",
       "  'merino wool throw pillow',\n",
       "  'wool wool throw pillow',\n",
       "  'wool pillow with zip',\n",
       "  'textured wool throw pillow',\n",
       "  'combined wool throw pillow',\n",
       "  'throw pillow with zip',\n",
       "  'reversible wool throw pillow',\n",
       "  'throw pillow'],\n",
       " ['checked cushion cover',\n",
       "  'check cushion cover',\n",
       "  'checked print cushion cover',\n",
       "  'cotton cushion cover',\n",
       "  'check print cushion cover',\n",
       "  'checked cotton cushion cover',\n",
       "  'checked fabric cushion cover',\n",
       "  'printed cushion cover',\n",
       "  'check cotton cushion cover',\n",
       "  'cotton check cushion cover'],\n",
       " ['velvet cushion cover',\n",
       "  'plain velvet cushion cover',\n",
       "  'plain cushion cover',\n",
       "  'cushion cover',\n",
       "  'faux velvet cushion cover',\n",
       "  'cushion cover with zip',\n",
       "  'basic velvet cushion cover',\n",
       "  'striped velvet cushion cover',\n",
       "  'contrast velvet cushion cover',\n",
       "  'velvet cushion'],\n",
       " ['paisley velvet quilt',\n",
       "  'paisley quilt',\n",
       "  'paisley print velvet quilt',\n",
       "  'velvet paisley quilt',\n",
       "  'velvet quilt',\n",
       "  'paisley print quilt',\n",
       "  'paisley jacquard quilt',\n",
       "  'velvet quilt with paisley',\n",
       "  'paisley fabric quilt',\n",
       "  'paisley design velvet quilt'],\n",
       " ['paisley cushion cover',\n",
       "  'paisley velvet cushion cover',\n",
       "  'paisley print cushion cover',\n",
       "  'velvet cushion cover',\n",
       "  'velvet paisley cushion cover',\n",
       "  'paisley pattern cushion cover',\n",
       "  'paisley design cushion cover',\n",
       "  'printed velvet cushion cover',\n",
       "  'paisley printed cushion cover',\n",
       "  'paisley plush cushion cover'],\n",
       " ['melange bedspread',\n",
       "  'multi-purpose bedspread',\n",
       "  'melange cotton bedspread',\n",
       "  'melange fabric bedspread',\n",
       "  'melange bedspreads',\n",
       "  'melange linen bedspread',\n",
       "  'melange print bedspread',\n",
       "  'multi-use bedspread',\n",
       "  'melange jacquard bedspread',\n",
       "  'cotton bedspread'],\n",
       " ['velvet cushion cover',\n",
       "  'cushion cover',\n",
       "  'cushion cover with zip',\n",
       "  'faux velvet cushion cover',\n",
       "  'padded cushion cover',\n",
       "  'textured cushion cover',\n",
       "  'velvet cushion',\n",
       "  'plush cushion cover',\n",
       "  'quilted cushion cover',\n",
       "  'printed velvet cushion cover'],\n",
       " ['check shower curtain',\n",
       "  'polythene shower curtain',\n",
       "  'shower curtain',\n",
       "  'checked shower curtain',\n",
       "  'shower curtain with check',\n",
       "  'check polythene shower curtain',\n",
       "  'polythene check shower curtain',\n",
       "  'check design shower curtain',\n",
       "  'curtain with check design',\n",
       "  'double check shower curtain'],\n",
       " ['melange shower curtain',\n",
       "  'melange print shower curtain',\n",
       "  'grey melange shower curtain',\n",
       "  'melange pattern shower curtain',\n",
       "  'melange design shower curtain',\n",
       "  'melange effect shower curtain',\n",
       "  'melange curtain',\n",
       "  'melange printed shower curtain',\n",
       "  'melange print curtain',\n",
       "  'mylange print shower curtain'],\n",
       " ['mother-of-pearl frame',\n",
       "  'mother-of-pearl metal frame',\n",
       "  'mother of pearl frame',\n",
       "  'mom-of-pearl frame',\n",
       "  'thin mother-of-pearl frame',\n",
       "  'mother-of-pearl border frame',\n",
       "  'metal mother-of-pearl frame',\n",
       "  'mom-of-pearl metal frame',\n",
       "  'mother of pearl metal frame',\n",
       "  'mother-of-pearl print frame'],\n",
       " ['bergamot reed diffuser (100 ml)',\n",
       "  'bergamot reed diffusers (100 ml)',\n",
       "  'bergamot reed diffusers (200 ml)',\n",
       "  'bergamot reed diffusers (500 ml)',\n",
       "  'bergamot reed diffuser (200 ml)',\n",
       "  'vetiver reed diffusers (100 ml)',\n",
       "  '(500 ml) bergamot reed diffusers',\n",
       "  'vetiver reed diffuser (100 ml)',\n",
       "  'aromatic reed diffusers (100 ml)',\n",
       "  'vetiver reed diffusers (200 ml)'],\n",
       " ['ginger reed diffuser (100 ml)',\n",
       "  'ginger reed diffusers (100 ml)',\n",
       "  'lily reed diffuser (100 ml)',\n",
       "  'ginger reed diffusers (500 ml)',\n",
       "  'ginger reed diffuser (200 ml)',\n",
       "  'ginger lily reed diffuser (100 ml)',\n",
       "  'ginger reed diffusers (200 ml)',\n",
       "  'lily reed diffusers (100 ml)',\n",
       "  'lily reed diffuser (200 ml)',\n",
       "  'ginger lily reed diffusers (100 ml)'],\n",
       " ['green herbs reed diffuser (100 ml)',\n",
       "  'green herbs reed diffuser (200 ml)',\n",
       "  'green herbs reed diffuser (500 ml)',\n",
       "  'green herbs reed diffuser (190 ml)',\n",
       "  'green herb reed diffuser (100 ml)',\n",
       "  '(500 ml) green herbs reed diffuser',\n",
       "  'green herb reed diffuser (200 ml)',\n",
       "  'zara home reed diffuser (100 ml)',\n",
       "  'green herbs reed diffusers (100 ml)',\n",
       "  'green herbs reed diffusers (200 ml)'],\n",
       " ['oriental light reed diffuser (100 ml)',\n",
       "  'oriental light reed diffusers (100 ml)',\n",
       "  'oriental light reed diffusers (200 ml)',\n",
       "  'oriental light reed diffusers (500 ml)',\n",
       "  'oriental light reed diffuser (200 ml)',\n",
       "  'oriental light reed diffuser (190 ml)',\n",
       "  'oriental reed diffusers (100 ml)',\n",
       "  'oriental reed diffuser (100 ml)',\n",
       "  'oriental light reed diffusers (250 ml)',\n",
       "  'oriental reed diffusers (200 ml)'],\n",
       " ['lily of the valley reed diffusers (200 ml)',\n",
       "  'lily of the valley reed diffuser (100 ml)',\n",
       "  'lily of the valley reed diffusers (100 ml)',\n",
       "  'lily of the valley reed diffuser (200 ml)',\n",
       "  'lily of the valley reed diffusers (500 ml)',\n",
       "  'jasmine reed diffusers (200 ml)',\n",
       "  'jasmine lily of the valley reed diffuser (100 ml)',\n",
       "  '(500 ml) lily of the valley reed diffusers',\n",
       "  'lily of the valley reed diffuser (190 ml)',\n",
       "  'jasmine reed diffuser (100 ml)'],\n",
       " ['vanilla reed diffusers (200 ml)',\n",
       "  'vanilla reed diffuser (200 ml)',\n",
       "  'vanilla reed diffuser (100 ml)',\n",
       "  'vanilla reed diffusers (100 ml)',\n",
       "  'vanilla reed diffusers (500 ml)',\n",
       "  'vanilla reed diffusers (190 ml)',\n",
       "  '(500 ml) vanilla reed diffusers',\n",
       "  'vanilla reed diffuser (190 ml)',\n",
       "  'vanilla reed diffusers (250 ml)',\n",
       "  'vanilla reed diffuser (500 ml)'],\n",
       " ['bergamot reed diffusers (200 ml)',\n",
       "  'bergamot reed diffuser (200 ml)',\n",
       "  'bergamot reed diffuser (100 ml)',\n",
       "  'vetiver reed diffusers (200 ml)',\n",
       "  'bergamot reed diffusers (100 ml)',\n",
       "  '(500 ml) bergamot reed diffusers',\n",
       "  'aromatic reed diffusers (200 ml)',\n",
       "  'jasmine reed diffusers (200 ml)',\n",
       "  'bergamot reed diffusers (500 ml)',\n",
       "  '(500 ml) bergamot reed diffuser'],\n",
       " ['ginger reed diffuser (200 ml)',\n",
       "  'ginger reed diffusers (200 ml)',\n",
       "  'ginger reed diffuser (100 ml)',\n",
       "  'lily reed diffuser (200 ml)',\n",
       "  'lily reed diffuser (100 ml)',\n",
       "  'lily reed diffusers (200 ml)',\n",
       "  'ginger reed diffusers (100 ml)',\n",
       "  'ginger reed diffusers (500 ml)',\n",
       "  'ginger lily reed diffuser (200 ml)',\n",
       "  'lily reed diffusers (100 ml)'],\n",
       " ['green herbs reed diffuser (200 ml)',\n",
       "  'green herbs reed diffuser (100 ml)',\n",
       "  'green herbs reed diffuser (500 ml)',\n",
       "  'green herb reed diffuser (200 ml)',\n",
       "  'green herbs reed diffuser (190 ml)',\n",
       "  'zara home reed diffuser (200 ml)',\n",
       "  'green herbs reed diffusers (200 ml)',\n",
       "  '(500 ml) green herbs reed diffuser',\n",
       "  'green herbs reed diffuser (250 ml)',\n",
       "  'green herb reed diffuser (100 ml)'],\n",
       " ['bergamot reed diffusers (200 ml)',\n",
       "  'bergamot reed diffuser (100 ml)',\n",
       "  'bergamot reed diffusers (100 ml)',\n",
       "  'bergamot reed diffuser (200 ml)',\n",
       "  'bergamot reed diffusers (500 ml)',\n",
       "  'vetiver reed diffusers (200 ml)',\n",
       "  '(500 ml) bergamot reed diffusers',\n",
       "  'vetiver reed diffusers (100 ml)',\n",
       "  'aromatic reed diffusers (200 ml)',\n",
       "  '(500 ml) bergamot reed diffuser'],\n",
       " ['ginger lily reed diffuser (200 ml)',\n",
       "  'ginger lily reed diffuser (100 ml)',\n",
       "  'ginger lily reed diffuser (500 ml)',\n",
       "  'lily reed diffuser (200 ml)',\n",
       "  'lily reed diffuser (100 ml)',\n",
       "  'ginger lily reed diffuser (190 ml)',\n",
       "  'lily ginger reed diffuser (100 ml)',\n",
       "  'lily ginger reed diffuser (200 ml)',\n",
       "  'ginger lily reed diffusers (200 ml)',\n",
       "  'ginger reed diffuser (200 ml)'],\n",
       " ['gardenia reed diffuser (100 ml)',\n",
       "  'jasmine reed diffuser (100 ml)',\n",
       "  'peach reed diffuser (100 ml)',\n",
       "  'gardenia reed diffuser (200 ml)',\n",
       "  '(500 ml) gardenia reed diffuser',\n",
       "  'jasmine reed diffuser (200 ml)',\n",
       "  'gardenia reed diffuser (500 ml)',\n",
       "  '(100 ml) gardenia reed diffuser',\n",
       "  'peach reed diffuser (200 ml)',\n",
       "  'flower reed diffuser (100 ml)'],\n",
       " ['green herbs reed diffuser (200 ml)',\n",
       "  'green herbs reed diffuser (100 ml)',\n",
       "  'green herbs reed diffuser (500 ml)',\n",
       "  'green herbs reed diffuser (190 ml)',\n",
       "  'green herb reed diffuser (200 ml)',\n",
       "  'green herbs reed diffusers (200 ml)',\n",
       "  'green herb reed diffuser (100 ml)',\n",
       "  '(500 ml) green herbs reed diffuser',\n",
       "  'green herbs reed diffuser (350 ml)',\n",
       "  'green herbs reed diffuser (250 ml)'],\n",
       " ['striped bedspread',\n",
       "  'striped cotton bedspread',\n",
       "  'two-tone bedspread',\n",
       "  'striped bedspread with threads',\n",
       "  'striped bedspread with thread',\n",
       "  'striped bedspread trf',\n",
       "  'striped bedspread with stripes',\n",
       "  'contrasting striped bedspread',\n",
       "  'bedspread with contrasting threads',\n",
       "  'cotton bedspread'],\n",
       " ['striped cushion cover',\n",
       "  'striped cotton cushion cover',\n",
       "  'striped cushion cover with threads',\n",
       "  'striped cushion cover with thread',\n",
       "  'striped striped cushion cover',\n",
       "  'two-tone cushion cover',\n",
       "  'striped fabric cushion cover',\n",
       "  'contrasting striped cushion cover',\n",
       "  'striped cushion cover trf',\n",
       "  'striped cushion cover with stripes'],\n",
       " ['patchwork bedspread',\n",
       "  'cotton bedspread',\n",
       "  'bedspread with patchwork effect',\n",
       "  'bedspread with patchwork',\n",
       "  'cotton bedspread with patchwork',\n",
       "  'bedspread',\n",
       "  'bedspread with patchwork design',\n",
       "  'bedspread with patchwork detail',\n",
       "  'limited edition patchwork bedspread',\n",
       "  'patchwork bedspread trf'],\n",
       " ['patchwork cushion cover',\n",
       "  'patchwork cotton cushion cover',\n",
       "  'cotton cushion cover',\n",
       "  'cushion cover with patchwork effect',\n",
       "  'cotton patchwork cushion cover',\n",
       "  'cushion cover with patchwork',\n",
       "  'cotton cushion cover with patchwork',\n",
       "  'limited edition patchwork cushion cover',\n",
       "  'patchwork cushion',\n",
       "  'patchwork cushion cover trf'],\n",
       " ['gardenia scented candle (200 g)',\n",
       "  'gardenia scented candle',\n",
       "  'gardenia scented candle (500 g)',\n",
       "  'gardenia scented candle (190 g)',\n",
       "  'gardenia scented candle (250 g)',\n",
       "  'gardenia scented candle (100 g)',\n",
       "  '(500 g) gardenia scented candle',\n",
       "  'gardenia scented candle (300 g)',\n",
       "  'gardenia scented candle (350 g)',\n",
       "  'white gardenia scented candle (200 g)'],\n",
       " ['cotton and linen quilt',\n",
       "  'embroidered linen quilt',\n",
       "  'linen and cotton quilt',\n",
       "  'linen quilt',\n",
       "  'cotton linen quilt',\n",
       "  'embroidered cotton quilt',\n",
       "  'plain linen quilt',\n",
       "  'embroidered quilt',\n",
       "  'beige linen quilt',\n",
       "  'embroidered cotton linen quilt'],\n",
       " ['waffle bedspread',\n",
       "  'washed cotton bedspread',\n",
       "  'washed bedspread',\n",
       "  'waffle effect bedspread',\n",
       "  'waffle-effect bedspread',\n",
       "  'washed waffle bedspread',\n",
       "  'waffle cotton bedspread',\n",
       "  'washed bedspread with waffle',\n",
       "  'waffle bedspread trf',\n",
       "  'washed cotton waffle bedspread'],\n",
       " ['waffle effect cushion cover',\n",
       "  'waffle cushion cover',\n",
       "  'waffle-effect cushion cover',\n",
       "  'washed waffle effect cushion cover',\n",
       "  'waffle effect washed cotton cushion cover',\n",
       "  'washed waffle-effect cushion cover',\n",
       "  'washed waffle cushion cover',\n",
       "  'waffle effect washed cushion cover',\n",
       "  'waffle effect cotton cushion cover',\n",
       "  'waffle-effect washed cushion cover'],\n",
       " ['double-sided cushion cover',\n",
       "  'double-sided cotton cushion cover',\n",
       "  'grey cotton cushion cover',\n",
       "  'cotton cushion cover',\n",
       "  'grey double-sided cushion cover',\n",
       "  'grey check velvet cushion cover',\n",
       "  'check velvet cushion cover',\n",
       "  'double-sided quilted cushion cover',\n",
       "  'double-sided velvet cushion cover',\n",
       "  'quilted check velvet cushion cover'],\n",
       " ['striped cotton quilt',\n",
       "  'striped quilt',\n",
       "  'faded cotton quilt',\n",
       "  'light gray cotton quilt',\n",
       "  'cotton quilt',\n",
       "  'striped thread quilt',\n",
       "  'striped dyed thread quilt',\n",
       "  'light gray quilt',\n",
       "  'striped fabric quilt',\n",
       "  'light faded cotton quilt'],\n",
       " ['washed cotton throw pillow',\n",
       "  'striped cotton throw pillow',\n",
       "  'striped dyed thread throw pillow',\n",
       "  'striped washed cotton throw pillow',\n",
       "  'washed cotton pillow',\n",
       "  'light washed cotton throw pillow',\n",
       "  'striped thread throw pillow',\n",
       "  'cotton throw pillow',\n",
       "  'dyed thread throw pillow',\n",
       "  'washed cotton pillowcase'],\n",
       " ['washed effect linen quilt',\n",
       "  'washed linen and cotton quilt',\n",
       "  'washed linen quilt',\n",
       "  'washed effect quilt',\n",
       "  'washed linen quilt with tassels',\n",
       "  'washed-effect linen quilt',\n",
       "  'linen and cotton quilt',\n",
       "  'washed effect quilt with tassels',\n",
       "  'linen quilt with tassels',\n",
       "  'washed cotton and linen quilt'],\n",
       " ['washed effect linen cushion cover',\n",
       "  'washed linen cushion cover',\n",
       "  'washed linen and cotton cushion cover',\n",
       "  'washed linen cushion cover with tassels',\n",
       "  'washed effect cushion cover',\n",
       "  'washed-effect linen cushion cover',\n",
       "  'linen and cotton cushion cover',\n",
       "  'washed effect cushion cover with tassels',\n",
       "  'linen cushion cover with tassels',\n",
       "  'wash effect linen cushion cover'],\n",
       " ['herringbone blanket',\n",
       "  'blanket with herringbone design',\n",
       "  'herringbone blanket trf',\n",
       "  'herringbone blanket with fringing',\n",
       "  'blanket with herringbone pattern',\n",
       "  'fringed herringbone blanket',\n",
       "  'herringbone knit blanket',\n",
       "  'herringbone-effect blanket',\n",
       "  'herringbone blanket with fringe',\n",
       "  'herringbone and fringed blanket'],\n",
       " ['lily of the valley fragrance spray (100 ml)',\n",
       "  'lily of the valley fragrance spray (200 ml)',\n",
       "  'lily of the valley fragrance spray (500 ml)',\n",
       "  'lily of the valley spray (500 ml)',\n",
       "  'lily of the valley spray (100 ml)',\n",
       "  'lily of the valley fragrance spray (250 ml)',\n",
       "  'jasmine home spray (100 ml)',\n",
       "  'lily of the valley spray (200 ml)',\n",
       "  'jasmine home spray (500 ml)',\n",
       "  'lily of the valley spray (250 ml)'],\n",
       " ['striped linen cushion cover',\n",
       "  'linen cushion cover',\n",
       "  'striped cushion cover',\n",
       "  'linen cushion cover with stripes',\n",
       "  'striped print linen cushion cover',\n",
       "  'cushion cover with striped print',\n",
       "  'printed linen cushion cover',\n",
       "  'polka dot linen cushion cover',\n",
       "  'linen cushion cover with print',\n",
       "  'striped striped linen cushion cover'],\n",
       " ['vanilla air freshener (200 ml)',\n",
       "  'vanilla air freshener spray (200 ml)',\n",
       "  'vanilla fragrance spray (200 ml)',\n",
       "  'vanilla spray air freshener (200 ml)',\n",
       "  'vanilla scented air freshener (200 ml)',\n",
       "  '(500 ml) vanilla air freshener',\n",
       "  'vanilla air freshener (500 ml)',\n",
       "  'vanilla air freshener spray (100 ml)',\n",
       "  'vanilla air freshener (250 ml)',\n",
       "  'vanilla air freshener (100 ml)'],\n",
       " ['bergamot air freshener (200 ml)',\n",
       "  'bergamot spray air freshener (200 ml)',\n",
       "  'jasmine air freshener (200 ml)',\n",
       "  'bergamot scented air freshener (200 ml)',\n",
       "  '100 ml / 3.38 oz',\n",
       "  'fragrance spray air freshener (200 ml)',\n",
       "  '(500 ml) bergamot air freshener',\n",
       "  'spray air freshener (200 ml)',\n",
       "  'air freshener (200 ml)',\n",
       "  'aromatic air freshener (200 ml)'],\n",
       " ['furry cushion cover',\n",
       "  'faux fur cushion cover',\n",
       "  'animal cushion cover',\n",
       "  'fur cushion cover',\n",
       "  'plush cushion cover',\n",
       "  'cushion cover',\n",
       "  'fuzzy cushion cover',\n",
       "  'textured cushion cover',\n",
       "  'fluffy cushion cover',\n",
       "  'soft furry cushion cover'],\n",
       " ['chenille cushion cover',\n",
       "  'cotton chenille cushion cover',\n",
       "  'cotton cushion cover',\n",
       "  'cushion cover',\n",
       "  'soft chenille cushion cover',\n",
       "  'chenille cushion cover.',\n",
       "  'chenille cushion',\n",
       "  'plush cushion cover',\n",
       "  'plain chenille cushion cover',\n",
       "  'embroidered cushion cover'],\n",
       " ['jasmine spray air freshener (200 ml)',\n",
       "  'jasmine air freshener (200 ml)',\n",
       "  'floral spray air freshener (200 ml)',\n",
       "  'jasmine air freshener spray (200 ml)',\n",
       "  'orchid spray air freshener (200 ml)',\n",
       "  'gardenia air freshener (200 ml)',\n",
       "  'flower spray air freshener (200 ml)',\n",
       "  '(500 ml) gardenia air freshener',\n",
       "  'spray air freshener (200 ml)',\n",
       "  '(500 ml) gardenia spray'],\n",
       " ['oriental light air freshener (200 ml)',\n",
       "  'oriental light spray air freshener (200 ml)',\n",
       "  'oriental light spray',\n",
       "  'oriental light spray (190 ml)',\n",
       "  'oriental light spray (100 ml)',\n",
       "  'oriental light spray (250 ml)',\n",
       "  'oriental light air freshener (500 ml)',\n",
       "  'oriental light air freshener (250 ml)',\n",
       "  'oriental light air freshener spray (200 ml)',\n",
       "  'oriental light spray air freshener (250 ml)'],\n",
       " ['checked cushion cover',\n",
       "  'check cushion cover',\n",
       "  'checked print cushion cover',\n",
       "  'check print cushion cover',\n",
       "  'checked cotton cushion cover',\n",
       "  'cotton cushion cover',\n",
       "  'checked fabric cushion cover',\n",
       "  'cotton check cushion cover',\n",
       "  'check cotton cushion cover',\n",
       "  'checked pattern cushion cover'],\n",
       " ['monochrome fleece blanket',\n",
       "  'fleece blanket',\n",
       "  'soft fleece blanket',\n",
       "  'contrast fleece blanket',\n",
       "  'plain fleece blanket',\n",
       "  'monochrome blanket',\n",
       "  'striped fleece blanket',\n",
       "  'combined fleece blanket',\n",
       "  'grey fleece blanket',\n",
       "  'black fleece blanket'],\n",
       " ['ginger fabric freshener spray (100 ml)',\n",
       "  'ginger fabric freshener spray (500 ml)',\n",
       "  'ginger fabric freshener spray (250 ml)',\n",
       "  'ginger fabric freshener spray (200 ml)',\n",
       "  'ginger fabric freshener spray (190 ml)',\n",
       "  'ginger fabric freshener spray (85 ml)',\n",
       "  'ginger fabric freshener spray',\n",
       "  'lily fabric freshener spray (100 ml)',\n",
       "  'lily fabric freshener spray (250 ml)',\n",
       "  '(250 ml) ginger fabric freshener spray'],\n",
       " ['gardenia fabric freshener spray (100 ml)',\n",
       "  'gardenia fabric freshener spray (250 ml)',\n",
       "  'gardenia fabric freshener spray (200 ml)',\n",
       "  'gardenia fabric freshener spray (500 ml)',\n",
       "  'peach fabric freshener spray (250 ml)',\n",
       "  'peach fabric freshener spray (100 ml)',\n",
       "  'floral fabric freshener spray (100 ml)',\n",
       "  'peach fabric freshener spray (500 ml)',\n",
       "  'floral fabric freshener spray (200 ml)',\n",
       "  'floral fabric freshener spray (250 ml)'],\n",
       " ['green herbs fabric freshener spray (200 ml)',\n",
       "  'green herbs fabric freshener spray (100 ml)',\n",
       "  'green herbs fabric freshener spray (250 ml)',\n",
       "  'green herbs fabric freshener spray (500 ml)',\n",
       "  'green herbs fabric freshener spray (190 ml)',\n",
       "  'green herbs fabric freshener spray',\n",
       "  'green herbs fabric freshener spray (85 ml)',\n",
       "  'green herbs fabric freshener spray (300 ml)',\n",
       "  'green herbs fabric freshener spray (350 ml)',\n",
       "  'green herbs fabric freshener spray (620 ml)'],\n",
       " ['chenille blanket',\n",
       "  'coloured chenille blanket',\n",
       "  'chenille blanket with fringing',\n",
       "  'cotton blanket with fringing',\n",
       "  'colour chenille blanket',\n",
       "  'limited edition chenille blanket',\n",
       "  'fringed chenille blanket',\n",
       "  'cotton blanket',\n",
       "  'chenille cotton blanket',\n",
       "  'blanket with fringing'],\n",
       " ['oriental light fabric freshener spray (100 ml)',\n",
       "  'oriental light fabric freshener spray (200 ml)',\n",
       "  'oriental light fabric freshener spray (500 ml)',\n",
       "  'oriental light fabric freshener spray (250 ml)',\n",
       "  'oriental light fabric freshener spray',\n",
       "  'oriental light fabric freshener spray (50 ml)',\n",
       "  'oriental light fabric freshener spray (300 ml)',\n",
       "  'oriental light fragrance spray (250 ml)',\n",
       "  'oriental light fabric freshener spray (150 ml)',\n",
       "  'oriental light spray (250 ml)'],\n",
       " ['scented cards (190 ml)',\n",
       "  '100 ml / 3.38 oz',\n",
       "  'ylang-ylang scented cards',\n",
       "  'scented cards',\n",
       "  'scented cards (100 ml)',\n",
       "  'fragrance cards (100 ml)',\n",
       "  'cedarwood scented cards',\n",
       "  'scented cards (200 ml)',\n",
       "  'fragrance cards (200 ml)',\n",
       "  '(100 ml) oriental scented cards'],\n",
       " ['ginger lily scented cards (pack of 3)',\n",
       "  'ginger lily scented cards',\n",
       "  'ginger lily scented card (pack of 3)',\n",
       "  'ginger lily cards (pack of 3)',\n",
       "  'ginger lily scented cards (3-pack)',\n",
       "  'ginger lily fragrance cards (pack of 3)',\n",
       "  'ginger lily scented drawer cards (pack of 3)',\n",
       "  'ginger lily scented cards (200 ml)',\n",
       "  'ginger lily scented cards (set of 3)',\n",
       "  'ginger lily scented cards (250 ml)'],\n",
       " ['gardenia scented cards',\n",
       "  'floral scented cards',\n",
       "  'floral cards',\n",
       "  'pink scented cards',\n",
       "  'limited edition scented cards',\n",
       "  'scented cards',\n",
       "  'feminine scented cards',\n",
       "  'pink floral scented cards',\n",
       "  'violet scented cards',\n",
       "  'fragrance cards'],\n",
       " ['green herbs scented cards (pack of 3)',\n",
       "  'green herbs scented card (pack of 3)',\n",
       "  'green herbs scented cards',\n",
       "  'green herbs scented cards (3-pack)',\n",
       "  'green herb scented cards (pack of 3)',\n",
       "  'green herbs scented cards (250 ml)',\n",
       "  'green herbs scented cards (200 ml)',\n",
       "  'green herbs cards (pack of 3)',\n",
       "  'green herbs scented cards (100 ml)',\n",
       "  'green herbs fragrance cards (pack of 3)'],\n",
       " ['oriental light scented cards',\n",
       "  'oriental light scented cards (100 ml)',\n",
       "  'oriental light scented cards (500 ml)',\n",
       "  'oriental light cards (100 ml)',\n",
       "  'oriental light scented cards (200 ml)',\n",
       "  'oriental light cards',\n",
       "  'oriental light cards (190 ml)',\n",
       "  'oriental light scented cards (250 ml)',\n",
       "  'oriental light scented cards (50 ml)',\n",
       "  'oriental light cards (500 ml)'],\n",
       " ['linen throw pillow',\n",
       "  'linen pillow',\n",
       "  'linen pillow with zip',\n",
       "  'linen linen throw pillow',\n",
       "  'printed linen throw pillow',\n",
       "  'rustic throw pillow',\n",
       "  'embroidered linen throw pillow',\n",
       "  'cotton linen throw pillow',\n",
       "  'striped linen throw pillow',\n",
       "  'decorative linen throw pillow'],\n",
       " ['floral blanket',\n",
       "  'multicoloured blanket',\n",
       "  'wool and cotton blanket',\n",
       "  'geometric blanket',\n",
       "  'multicoloured wool blanket',\n",
       "  'floral and geometric blanket',\n",
       "  'blanket with geometric design',\n",
       "  'blanket with floral motifs',\n",
       "  'blanket with geometric motifs',\n",
       "  'wool blanket'],\n",
       " ['faux fur cushion cover',\n",
       "  'cushion cover',\n",
       "  'cushion cover with zip',\n",
       "  'fur cushion cover',\n",
       "  'plush cushion cover',\n",
       "  'faux leather cushion cover',\n",
       "  'faux shearling cushion cover',\n",
       "  'textured cushion cover',\n",
       "  'padded cushion cover',\n",
       "  'quilted cushion cover'],\n",
       " ['check bedspread',\n",
       "  'muslin bedspread',\n",
       "  'cotton muslin bedspread',\n",
       "  'cotton bedspread',\n",
       "  'muslin bedspread with check',\n",
       "  'check muslin bedspread',\n",
       "  'cotton bedspread with check',\n",
       "  'contrast muslin bedspread',\n",
       "  'checked bedspread',\n",
       "  'bedspread with check pattern'],\n",
       " ['check muslin throw pillow',\n",
       "  'cotton muslin throw pillow',\n",
       "  'muslin throw pillow',\n",
       "  'check throw pillow',\n",
       "  'check cotton throw pillow',\n",
       "  'check cotton muslin throw pillow',\n",
       "  'check pattern throw pillow',\n",
       "  'muslin throw pillow with check',\n",
       "  'checked muslin throw pillow',\n",
       "  'check pattern muslin throw pillow'],\n",
       " ['wool and acrylic blanket',\n",
       "  'check blanket',\n",
       "  'wool blanket',\n",
       "  'check wool blanket',\n",
       "  'wool blanket with check',\n",
       "  'wool/acrylic blanket',\n",
       "  'wool-acrylic blanket',\n",
       "  'wool & acrylic blanket',\n",
       "  'checked wool blanket',\n",
       "  'blanket with check design'],\n",
       " ['ginger scented candle (500 g)',\n",
       "  'ginger scented candle (200 g)',\n",
       "  'ginger scented candle',\n",
       "  'ginger scented candle (190 g)',\n",
       "  'ginger scented candle (100 g)',\n",
       "  'ginger scented candle (250 g)',\n",
       "  'ginger scented candle (620 g)',\n",
       "  'ginger scented candle (300 g)',\n",
       "  'ginger scented candle (480 g)',\n",
       "  'ginger scented candle (220 g)'],\n",
       " ['striped blanket',\n",
       "  'blanket with thin stripes',\n",
       "  'blanket with contrasting stripes',\n",
       "  'blanket with stripes',\n",
       "  'blanket with striped bands',\n",
       "  'blanket',\n",
       "  'blanket with bands',\n",
       "  'striped blanket trf',\n",
       "  'blanket with contrast stripes',\n",
       "  'striped blanket with bands'],\n",
       " ['bergamot liquid hand soap (250 ml)',\n",
       "  'aromatic liquid hand soap (250 ml)',\n",
       "  'bergamot liquid hand soap (500 ml)',\n",
       "  'fragrance liquid hand soap (250 ml)',\n",
       "  'liquid hand soap (250 ml)',\n",
       "  'bergamot liquid hand soap (190 ml)',\n",
       "  'aromatic liquid hand soap (500 ml)',\n",
       "  'fragrance liquid hand soap (190 ml)',\n",
       "  'fragrance liquid hand soap (500 ml)',\n",
       "  'aromatic liquid hand soap (200 ml)'],\n",
       " ['geometric blanket',\n",
       "  'multicoloured blanket',\n",
       "  'geometric print blanket',\n",
       "  'striped blanket',\n",
       "  'abstract blanket',\n",
       "  'jacquard blanket',\n",
       "  'colour block blanket',\n",
       "  'textured blanket',\n",
       "  'geometric knit blanket',\n",
       "  'knit blanket'],\n",
       " ['ginger lily liquid hand soap (250 ml)',\n",
       "  'ginger lily liquid hand soap (500 ml)',\n",
       "  'ginger lily liquid hand soap (100 ml)',\n",
       "  'ginger lily liquid hand soap (200 ml)',\n",
       "  'ginger liquid hand soap (250 ml)',\n",
       "  'ginger lily liquid hand soap',\n",
       "  'ginger liquid hand soap (500 ml)',\n",
       "  'ginger lily liquid hand soap (300 ml)',\n",
       "  'ginger liquid hand soap (190 ml)',\n",
       "  'ginger liquid hand soap (100 ml)'],\n",
       " ['wool cushion cover',\n",
       "  'checked wool cushion cover',\n",
       "  'check cushion cover',\n",
       "  'checked cushion cover',\n",
       "  'check wool cushion cover',\n",
       "  'wool check cushion cover',\n",
       "  'wool checked cushion cover',\n",
       "  'check pattern cushion cover',\n",
       "  'striped wool cushion cover',\n",
       "  'checked pattern cushion cover'],\n",
       " ['gardenia liquid hand soap (250 ml)',\n",
       "  'gardenia liquid hand soap (500 ml)',\n",
       "  'gardenia liquid hand soap (100 ml)',\n",
       "  'gardenia liquid hand soap (190 ml)',\n",
       "  'gardenia liquid hand soap (200 ml)',\n",
       "  'gardenia liquid hand soap',\n",
       "  '(500 ml) gardenia liquid hand soap',\n",
       "  'gardenia hand soap (250 ml)',\n",
       "  'white gardenia liquid hand soap (250 ml)',\n",
       "  'gardenia liquid hand soap (85 ml)'],\n",
       " ['nature liquid hand soap (500 ml)',\n",
       "  'nature liquid hand soap (250 ml)',\n",
       "  'lily of the valley liquid hand soap',\n",
       "  'nature liquid hand soap (190 ml)',\n",
       "  'fresh cut grass liquid hand soap (250 ml)',\n",
       "  'fresh cut grass liquid hand soap (500 ml)',\n",
       "  '(500 ml) fresh cut grass liquid hand soap',\n",
       "  'grass liquid hand soap (250 ml)',\n",
       "  'nature liquid hand soap (200 ml)',\n",
       "  'grass liquid hand soap (500 ml)'],\n",
       " ['smoked wood liquid hand soap (250 ml)',\n",
       "  'smoked wood liquid hand soap (500 ml)',\n",
       "  'smoky wood liquid hand soap (250 ml)',\n",
       "  'smoked wood liquid hand soap (200 ml)',\n",
       "  'smoky wood liquid hand soap (500 ml)',\n",
       "  'smoked wood liquid hand soap (100 ml)',\n",
       "  'smoked wood liquid hand soap',\n",
       "  'smoky wood liquid hand soap (100 ml)',\n",
       "  'smoky wood liquid hand soap (200 ml)',\n",
       "  'smoked wood hand soap (250 ml)'],\n",
       " ['oyster white quilted quilt',\n",
       "  'oyster white quilt',\n",
       "  'quilted quilt',\n",
       "  'oyster quilt',\n",
       "  'oyster white microfiber quilt',\n",
       "  'oyster quilted quilt',\n",
       "  'oyster white fabric quilt',\n",
       "  'oyster white cotton quilt',\n",
       "  'oyster fabric quilt',\n",
       "  'quilted oyster white quilt'],\n",
       " ['oyster microfibre cushion cover',\n",
       "  'oyster white microfibre cushion cover',\n",
       "  'quilted cushion cover',\n",
       "  'oyster cushion cover',\n",
       "  'quilted microfibre cushion cover',\n",
       "  'microfibre cushion cover',\n",
       "  'quilted oyster cushion cover',\n",
       "  'oyster white quilted cushion cover',\n",
       "  'quilted oyster microfibre cushion cover',\n",
       "  'oyster white cushion cover'],\n",
       " ['bergamot body lotion (250 ml)',\n",
       "  'bergamot body lotion (500 ml)',\n",
       "  'bergamot body lotion (200 ml)',\n",
       "  'bergamot body lotion (100 ml)',\n",
       "  '100 ml / 3.38 oz',\n",
       "  'bergamot body lotion',\n",
       "  'aromatic body lotion (250 ml)',\n",
       "  'aromatic body lotion (500 ml)',\n",
       "  '200 ml / 6.76 oz',\n",
       "  'aromatic body lotion (200 ml)'],\n",
       " ['geometric blanket',\n",
       "  'blanket with geometric motifs',\n",
       "  'blanket with geometric design',\n",
       "  'blanket with geometric motif',\n",
       "  'blanket with geometric pattern',\n",
       "  'geometric blanket trf',\n",
       "  'blanket with geometrics',\n",
       "  'blanket with geometric print',\n",
       "  'limited edition geometric blanket',\n",
       "  'striped blanket'],\n",
       " ['gardenia body lotion (500 ml)',\n",
       "  'gardenia body lotion (250 ml)',\n",
       "  'gardenia body lotion',\n",
       "  'gardenia body lotion (100 ml)',\n",
       "  'gardenia body lotion (200 ml)',\n",
       "  'gardenia body lotion (190 ml)',\n",
       "  'white gardenia body lotion (500 ml)',\n",
       "  '(500 ml) gardenia body lotion',\n",
       "  'gardenia 100 ml / 3.38 oz',\n",
       "  'white gardenia body lotion (250 ml)'],\n",
       " ['two-tone blanket',\n",
       "  'double-tone blanket',\n",
       "  '2-tone blanket',\n",
       "  'double blanket',\n",
       "  'two-toned blanket',\n",
       "  'two tone blanket',\n",
       "  'striped blanket',\n",
       "  'blanket with two tones',\n",
       "  'twotone blanket',\n",
       "  'blanket with contrast design'],\n",
       " ['lily of the valley body lotion',\n",
       "  'nature body lotion (500 ml)',\n",
       "  'grass body lotion (500 ml)',\n",
       "  'fresh grass body lotion (500 ml)',\n",
       "  'pure grass body lotion (500 ml)',\n",
       "  'grass body lotion (250 ml)',\n",
       "  'fresh grass body lotion (250 ml)',\n",
       "  '100 ml / 3.38 oz',\n",
       "  'nature body lotion (250 ml)',\n",
       "  'pure grass body lotion (250 ml)'],\n",
       " ['smoked wood body lotion (500 ml)',\n",
       "  'smoked wood body lotion (250 ml)',\n",
       "  'smoked wood body lotion',\n",
       "  'smoky wood body lotion (500 ml)',\n",
       "  'smoky wood body lotion (250 ml)',\n",
       "  'smoked wood body lotion (100 ml)',\n",
       "  'smoked wood body lotion (200 ml)',\n",
       "  'oriental wood body lotion (500 ml)',\n",
       "  'smoky wood body lotion',\n",
       "  'smoky wood body lotion (100 ml)'],\n",
       " ['lacquered wooden bench',\n",
       "  'children’s wooden bench',\n",
       "  'wooden bench',\n",
       "  'lacquered wooden bench with drawers',\n",
       "  'wooden bench with drawers',\n",
       "  'wooden children’s bench',\n",
       "  'lacquered children’s bench',\n",
       "  'children’s lacquered bench',\n",
       "  \"children's wooden bench\",\n",
       "  'wooden bench with wooden drawers'],\n",
       " ['metal and glass box',\n",
       "  'metal box',\n",
       "  'box',\n",
       "  'glass box',\n",
       "  'box with glass sides',\n",
       "  'box with metal edges',\n",
       "  'metal & glass box',\n",
       "  'double-sided box',\n",
       "  'glass and metal box',\n",
       "  'wooden box'],\n",
       " ['backstitched cushion',\n",
       "  'backstitching cushion',\n",
       "  'backstitch cushion',\n",
       "  'cushion',\n",
       "  'back stitch cushion',\n",
       "  'textured cushion',\n",
       "  'limited edition cushion',\n",
       "  'back cushion',\n",
       "  'back stitching cushion',\n",
       "  'striped cushion'],\n",
       " ['rug cushion cover',\n",
       "  'cotton cushion cover',\n",
       "  'rug-style cushion cover',\n",
       "  'cotton rug cushion cover',\n",
       "  'cotton cushion cover with rug',\n",
       "  'cushion cover',\n",
       "  'cushion cover with rug',\n",
       "  'rug cushion cover with zip',\n",
       "  'rug-effect cushion cover',\n",
       "  'cushion cover with rug design'],\n",
       " ['cotton cushion cover',\n",
       "  'cushion cover',\n",
       "  'cushion cover with zip',\n",
       "  'limited edition cushion cover',\n",
       "  'zip fastening cushion cover',\n",
       "  'quilted cushion cover',\n",
       "  'printed cushion cover',\n",
       "  'plain cotton cushion cover',\n",
       "  'cushion cover trf',\n",
       "  'plain cushion cover'],\n",
       " ['striped cushion cover',\n",
       "  'cotton and linen cushion cover',\n",
       "  'linen and cotton cushion cover',\n",
       "  'striped cotton cushion cover',\n",
       "  'striped linen cushion cover',\n",
       "  'placement stripe cushion cover',\n",
       "  'stripe print cushion cover',\n",
       "  'cushion cover with placement stripe',\n",
       "  'cotton cushion cover',\n",
       "  'stripe cushion cover'],\n",
       " ['striped cushion cover',\n",
       "  'rectangular cushion cover',\n",
       "  'rectangular striped cushion cover',\n",
       "  'striped rectangular cushion cover',\n",
       "  'cushion cover',\n",
       "  'cushion cover with zip',\n",
       "  'striped striped cushion cover',\n",
       "  'striped padded cushion cover',\n",
       "  'polka dot cushion cover',\n",
       "  'striped round cushion cover'],\n",
       " ['lined blanket',\n",
       "  'blanket with contrast motifs',\n",
       "  'blanket with contrast design',\n",
       "  'contrast blanket',\n",
       "  'blanket with lined design',\n",
       "  'blanket',\n",
       "  'blanket with contrasting motifs',\n",
       "  'polka dot blanket',\n",
       "  'blanket with contrasting design',\n",
       "  'striped blanket'],\n",
       " ['wool cushion cover',\n",
       "  'patterned cushion cover',\n",
       "  'patterned wool cushion cover',\n",
       "  'cushion cover',\n",
       "  'striped wool cushion cover',\n",
       "  'cushion cover with zip',\n",
       "  'textured wool cushion cover',\n",
       "  'contrast wool cushion cover',\n",
       "  'textured cushion cover',\n",
       "  'knit cushion cover'],\n",
       " ['double-sided blanket',\n",
       "  'check blanket',\n",
       "  'double blanket',\n",
       "  'double check blanket',\n",
       "  'double blanket with check',\n",
       "  'check blanket trf',\n",
       "  'checked blanket',\n",
       "  'two-sided blanket',\n",
       "  'blanket with check design',\n",
       "  'check blanket with fleece'],\n",
       " ['tartan cushion',\n",
       "  'decorative cushion',\n",
       "  'decorative tartan cushion',\n",
       "  'tartan print cushion',\n",
       "  'printed cushion',\n",
       "  'tartan decorative cushion',\n",
       "  'faux tartan cushion',\n",
       "  'textured cushion',\n",
       "  'cushion with tartan',\n",
       "  'cushion'],\n",
       " ['tartan cushion cover',\n",
       "  'dark tartan cushion cover',\n",
       "  'dark print cushion cover',\n",
       "  'cushion cover with tartan',\n",
       "  'tartan print cushion cover',\n",
       "  'dark textured cushion cover',\n",
       "  'black tartan cushion cover',\n",
       "  'tartan cushion',\n",
       "  'printed cushion cover',\n",
       "  'contrast tartan cushion cover'],\n",
       " ['dear santa cushion',\n",
       "  'dear santa christmas cushion',\n",
       "  'dear santa slogan christmas cushion',\n",
       "  'dear santa slogan cushion',\n",
       "  'dear santa rectangular christmas cushion',\n",
       "  'dear christmas cushion',\n",
       "  'dear santa cushion trf',\n",
       "  'dear santa santa cushion',\n",
       "  'dear santa rectangular cushion',\n",
       "  'dear santa round cushion'],\n",
       " ['towel with metallic thread',\n",
       "  'towel with jacquard border',\n",
       "  'towel with geometric border',\n",
       "  'oyster towel',\n",
       "  'jacquard towel',\n",
       "  'towel with geometric jacquard',\n",
       "  'metallic thread towel',\n",
       "  'towel with geometric print',\n",
       "  'cotton towel',\n",
       "  'oyster white towel'],\n",
       " ['towel with metallic thread',\n",
       "  'towel with jacquard border',\n",
       "  'towel with geometric border',\n",
       "  'oyster towel',\n",
       "  'jacquard towel',\n",
       "  'towel with geometric jacquard',\n",
       "  'metallic thread towel',\n",
       "  'towel with geometric print',\n",
       "  'cotton towel',\n",
       "  'oyster white towel'],\n",
       " ['lacquered hanger',\n",
       "  'lacquered wood hanger',\n",
       "  'lacquered trousers hanger',\n",
       "  'lacquered wooden hanger',\n",
       "  'lacquered hanger with bar',\n",
       "  'wooden hanger',\n",
       "  'wood hanger',\n",
       "  'wooden hanger with bar',\n",
       "  'lacquered wood trousers hanger',\n",
       "  'wood hanger with bar'],\n",
       " ['lacquered hanger',\n",
       "  'lacquered skirt hanger',\n",
       "  'lacquered hanger with clips',\n",
       "  'lacquered wood hanger',\n",
       "  'wooden hanger',\n",
       "  'lacquered wooden hanger',\n",
       "  'wooden skirt hanger',\n",
       "  'wood hanger',\n",
       "  'wooden hanger with clips',\n",
       "  'skirt hanger'],\n",
       " ['hanger (pack of 2)',\n",
       "  'hanger (set of 2)',\n",
       "  'wooden hanger (pack of 2)',\n",
       "  'metal hanger (pack of 2)',\n",
       "  'aluminium hanger (pack of 2)',\n",
       "  'metal hanger (set of 2)',\n",
       "  'wooden hanger (set of 2)',\n",
       "  'aluminum hanger (pack of 2)',\n",
       "  'bar hanger (pack of 2)',\n",
       "  'hanger with wooden bar and clips'],\n",
       " ['hanger (pack of 2)',\n",
       "  'hanger (set of 2)',\n",
       "  'wooden hanger (pack of 2)',\n",
       "  'metal hanger (pack of 2)',\n",
       "  'hanger with wooden bar',\n",
       "  'wooden hanger (set of 2)',\n",
       "  'aluminium hanger (pack of 2)',\n",
       "  'hangers (pack of 2)',\n",
       "  'clothes hanger (pack of 2)',\n",
       "  'bar hanger (pack of 2)'],\n",
       " ['faux fur blanket',\n",
       "  'super soft blanket',\n",
       "  'soft faux fur blanket',\n",
       "  'blanket with faux fur',\n",
       "  'textured faux fur blanket',\n",
       "  'plush blanket',\n",
       "  'fluffy blanket',\n",
       "  'soft-touch blanket',\n",
       "  'super plush blanket',\n",
       "  'soft blanket'],\n",
       " ['metal skirt hangers',\n",
       "  'set of metal skirt hangers',\n",
       "  'set of skirt hangers',\n",
       "  'skirt hangers',\n",
       "  'set of hanger skirt hangers',\n",
       "  'metal skirt hanger set',\n",
       "  'metal skirt hanger',\n",
       "  'set of mini skirt hangers',\n",
       "  'skirt hanger set',\n",
       "  'limited edition skirt hangers'],\n",
       " ['padded hanger (pack of 4)',\n",
       "  'iron hanger (pack of 4)',\n",
       "  'padded iron hanger (pack of 4)',\n",
       "  'linen hanger (pack of 4)',\n",
       "  'embroidered hanger (pack of 4)',\n",
       "  'hanger (pack of 4)',\n",
       "  'lined iron hanger (pack of 4)',\n",
       "  'rustic iron hanger (pack of 4)',\n",
       "  'linen padded hanger (pack of 4)',\n",
       "  'iron hanger with tassel'],\n",
       " ['metal hanger',\n",
       "  'hanger with notches',\n",
       "  'hanger',\n",
       "  'garment hanger',\n",
       "  'ribbed hanger',\n",
       "  'tie hanger',\n",
       "  'metal shirt hanger',\n",
       "  'metal garment hanger',\n",
       "  'limited edition hanger',\n",
       "  'hangers with notches'],\n",
       " ['oversized t-shirt',\n",
       "  'oversized cotton jersey t-shirt',\n",
       "  'cotton jersey t-shirt',\n",
       "  'oversized t-shirt trf',\n",
       "  'oversized jersey t-shirt',\n",
       "  'oversize cotton jersey t-shirt',\n",
       "  'oversized cotton t-shirt',\n",
       "  'plain cotton jersey t-shirt',\n",
       "  'striped cotton jersey t-shirt',\n",
       "  'textured t-shirt'],\n",
       " ['cotton jersey trousers',\n",
       "  'straight-leg trousers',\n",
       "  'straight leg trousers',\n",
       "  'cotton jersey jogging trousers',\n",
       "  'basic cotton jersey trousers',\n",
       "  'plain cotton jersey trousers',\n",
       "  'straight cotton jersey trousers',\n",
       "  'loose-fitting trousers',\n",
       "  'striped cotton jersey trousers',\n",
       "  'cotton jersey jogger trousers'],\n",
       " ['cotton jersey dressing gown',\n",
       "  'long cotton dressing gown',\n",
       "  'long jersey dressing gown',\n",
       "  'long dressing gown',\n",
       "  'cotton dressing gown',\n",
       "  'long linen dressing gown',\n",
       "  'linen dressing gown',\n",
       "  'printed dressing gown',\n",
       "  'limited edition dressing gown',\n",
       "  'long knit dressing gown'],\n",
       " ['cotton jersey dress',\n",
       "  'printed dress trf',\n",
       "  'ribbed dress trf',\n",
       "  'plain cotton jersey dress',\n",
       "  'knit dress trf',\n",
       "  'printed dress',\n",
       "  'jersey dress',\n",
       "  'jersey dress trf',\n",
       "  'striped cotton jersey dress',\n",
       "  'pleated dress trf'],\n",
       " ['cotton jersey shirt',\n",
       "  'striped cotton jersey shirt',\n",
       "  'plain cotton jersey shirt',\n",
       "  'basic cotton jersey shirt',\n",
       "  'cotton shirt with pocket',\n",
       "  'cotton shirt',\n",
       "  'v-neck shirt',\n",
       "  'printed shirt',\n",
       "  'plain cotton shirt',\n",
       "  'premium cotton jersey shirt'],\n",
       " ['leggings',\n",
       "  'leggings with pockets',\n",
       "  'knit leggings',\n",
       "  'textured leggings',\n",
       "  'leggings trf',\n",
       "  'ribbed leggings',\n",
       "  'faux leather leggings',\n",
       "  'printed leggings',\n",
       "  'basic leggings',\n",
       "  'plain leggings'],\n",
       " ['tartan flannel trousers',\n",
       "  'flannel trousers',\n",
       "  'flannel trousers with tartan',\n",
       "  'tartan print flannel trousers',\n",
       "  'tartan trousers',\n",
       "  'flannel trousers with print',\n",
       "  'trousers with tartan print',\n",
       "  'plaid flannel trousers',\n",
       "  'check flannel trousers',\n",
       "  'textured flannel trousers'],\n",
       " ['tartan flannel eye mask',\n",
       "  'flannel eye mask',\n",
       "  'flannel tartan eye mask',\n",
       "  'tartan print flannel eye mask',\n",
       "  'flannel eye mask with tartan',\n",
       "  'flannel print eye mask',\n",
       "  'flannel and tartan eye mask',\n",
       "  'grey flannel eye mask',\n",
       "  'tartan flannel eyes mask',\n",
       "  'flannel tartan print eye mask'],\n",
       " ['tartan flannel shirt',\n",
       "  'flannel shirt with tartan',\n",
       "  'flannel shirt',\n",
       "  'tartan shirt',\n",
       "  'flannel shirt with print',\n",
       "  'shirt with tartan print',\n",
       "  'plaid flannel shirt',\n",
       "  'striped flannel shirt',\n",
       "  'tartan print flannel shirt',\n",
       "  'printed flannel shirt'],\n",
       " ['men’s flannel pyjamas',\n",
       "  'men’s tartan pyjamas',\n",
       "  'men’s pyjamas',\n",
       "  \"men's flannel pyjamas\",\n",
       "  \"men's tartan pyjamas\",\n",
       "  'flannel pyjamas with tartan print',\n",
       "  'tartan pyjamas',\n",
       "  'flannel pyjamas',\n",
       "  'men’s flannel set',\n",
       "  'men’s plaid pyjamas'],\n",
       " ['washed linen fitted sheet',\n",
       "  'plain washed linen fitted sheet',\n",
       "  'wash linen fitted sheet',\n",
       "  'linen fitted sheet',\n",
       "  'basic washed linen fitted sheet',\n",
       "  'plain wash linen fitted sheet',\n",
       "  'fitted sheet (160 g)',\n",
       "  'striped washed linen fitted sheet',\n",
       "  'fitted sheet with elastic corners',\n",
       "  'washed linen fitted sheet.'],\n",
       " ['lamp with resin base',\n",
       "  'resin lamp',\n",
       "  'lamp',\n",
       "  'lamp with base',\n",
       "  'lamp with fabric lampshade',\n",
       "  'resin lamp with lampshade',\n",
       "  'lampshade lamp',\n",
       "  'resin base lamp',\n",
       "  'resin lamp trf',\n",
       "  'lamp trf'],\n",
       " ['striped towel',\n",
       "  'towel with striped border',\n",
       "  'striped cotton towel',\n",
       "  'stripe towel',\n",
       "  'multicoloured stripe towel',\n",
       "  'towel with stripe border',\n",
       "  'towel with stripes',\n",
       "  'towel with stripe',\n",
       "  'striped towel with border',\n",
       "  'cotton towel with stripe'],\n",
       " ['cotton pouffe',\n",
       "  'pouffe',\n",
       "  'plain cotton pouffe',\n",
       "  'pouffe with pocket',\n",
       "  'printed pouffe',\n",
       "  'pouffe with strap',\n",
       "  'plain pouffe',\n",
       "  'limited edition pouffe',\n",
       "  'ribbed pouffe',\n",
       "  'striped cotton pouffe'],\n",
       " ['lamp with wooden base',\n",
       "  'lamp',\n",
       "  'wooden lamp',\n",
       "  'wooden and glass lamp',\n",
       "  'lamp with glass lampshade',\n",
       "  'lamp with base',\n",
       "  'glass lamp',\n",
       "  'lamp with wood base',\n",
       "  'wooden lamp with lampshade',\n",
       "  'wood and glass lamp'],\n",
       " ['methacrylate side table',\n",
       "  'methacrylate table',\n",
       "  'side table with methacrylate',\n",
       "  'u methacrylate side table',\n",
       "  'side table',\n",
       "  'metal methacrylate side table',\n",
       "  'methacrylate storage table',\n",
       "  'u-shaped side table',\n",
       "  'rectangular methacrylate side table',\n",
       "  'foldable methacrylate side table'],\n",
       " ['faceted tray',\n",
       "  'faceted mirror tray',\n",
       "  'mirror tray',\n",
       "  'mirrored tray',\n",
       "  'square mirror tray',\n",
       "  'tray with faceted mirror',\n",
       "  'faceted tray with handles',\n",
       "  'square tray with mirror',\n",
       "  'rectangular mirror tray',\n",
       "  'square tray'],\n",
       " ['night set',\n",
       "  'bubble-effect night set',\n",
       "  'bubble night set',\n",
       "  'bottle and tumbler night set',\n",
       "  'night set with bubbles',\n",
       "  'night set with bubble effect',\n",
       "  'glow bottle and tumbler set',\n",
       "  'glow night set',\n",
       "  'bubble bottle night set',\n",
       "  'glow bottle and tumbler'],\n",
       " ['textured faux fur rug',\n",
       "  'textured rug',\n",
       "  'faux fur rug',\n",
       "  'textured fur rug',\n",
       "  'textured wool rug',\n",
       "  'textured rug trf',\n",
       "  'textured faux rug',\n",
       "  'rug with faux fur',\n",
       "  'faux-fur rug',\n",
       "  'texture rug'],\n",
       " ['mirror with gold frame',\n",
       "  'gold mirror',\n",
       "  'gold frame mirror',\n",
       "  'gold wall mirror',\n",
       "  'mirror',\n",
       "  'symmetrical mirror',\n",
       "  'gold frame wall mirror',\n",
       "  'gold-framed mirror',\n",
       "  'gold framed mirror',\n",
       "  'mirrored wall mirror'],\n",
       " ['scored rug',\n",
       "  'scored effect rug',\n",
       "  'rug',\n",
       "  'combined rug',\n",
       "  'score rug',\n",
       "  'knotted rug',\n",
       "  'striped rug',\n",
       "  'rug trf',\n",
       "  'limited edition rug',\n",
       "  'plain rug'],\n",
       " ['faceted tumbler',\n",
       "  'faceted glass tumbler',\n",
       "  'faceted design tumbler',\n",
       "  'thick faceted glass tumbler',\n",
       "  'thick faceted tumbler',\n",
       "  'faceted design glass tumbler',\n",
       "  'faceted transparent glass tumbler',\n",
       "  'faceted transparent tumbler',\n",
       "  'thick glass tumbler',\n",
       "  'transparent tumbler'],\n",
       " ['faceted soft drink tumbler',\n",
       "  'faceted glass soft drink tumbler',\n",
       "  'faceted design soft drink tumbler',\n",
       "  'soft drink tumbler with faceted design',\n",
       "  'thick faceted glass soft drink tumbler',\n",
       "  'thick faceted soft drink tumbler',\n",
       "  'faceted drink tumbler',\n",
       "  'faceted glass tumbler',\n",
       "  'faceted transparent soft drink tumbler',\n",
       "  'faceted translucent soft drink tumbler'],\n",
       " ['wine glass',\n",
       "  'wine glass with base',\n",
       "  'circular wine glass',\n",
       "  'glass with circular base',\n",
       "  'circular base wine glass',\n",
       "  'round wine glass',\n",
       "  'limited edition wine glass',\n",
       "  'round base wine glass',\n",
       "  'wine glass and base',\n",
       "  'glass with base'],\n",
       " ['round basket',\n",
       "  'round woven basket',\n",
       "  'round bread basket',\n",
       "  'woven basket',\n",
       "  'woven bread basket',\n",
       "  'basket with handle',\n",
       "  'round weave basket',\n",
       "  'basket',\n",
       "  'bread basket',\n",
       "  'basket with handles'],\n",
       " ['geometric rug',\n",
       "  'multicoloured rug',\n",
       "  'cotton rug',\n",
       "  'geometric cotton rug',\n",
       "  'multicoloured cotton rug',\n",
       "  'geometric motif rug',\n",
       "  'geometric print rug',\n",
       "  'rug with geometric motifs',\n",
       "  'multicoloured geometric rug',\n",
       "  'geometric design rug'],\n",
       " ['wool and jute rug',\n",
       "  'cream wool and jute rug',\n",
       "  'striped wool rug',\n",
       "  'striped wool and jute rug',\n",
       "  'wool and jute blend rug',\n",
       "  'wool and jute mix rug',\n",
       "  'striped rug',\n",
       "  'cream wool rug',\n",
       "  'beige wool and jute rug',\n",
       "  'jute and wool rug'],\n",
       " ['patchwork rug',\n",
       "  'patchwork effect rug',\n",
       "  'patchwork rug.',\n",
       "  'striped patchwork rug',\n",
       "  'rug with patchwork',\n",
       "  'wool patchwork rug',\n",
       "  'combined patchwork rug',\n",
       "  'patchwork design rug',\n",
       "  'plain patchwork rug',\n",
       "  'rug'],\n",
       " ['wireless lamp',\n",
       "  'wireless bamboo lamp',\n",
       "  'bamboo lamp',\n",
       "  'wireless plastic lamp',\n",
       "  'wireless light lamp',\n",
       "  'wireless light bulb',\n",
       "  'bamboo wireless lamp',\n",
       "  'wireless led lamp',\n",
       "  'wireless garden lamp',\n",
       "  'plastic lamp'],\n",
       " ['triangle basket',\n",
       "  'basket with handles',\n",
       "  'basket',\n",
       "  'basket with handle',\n",
       "  'basket with triangles',\n",
       "  'triangular basket',\n",
       "  'triangle pattern basket',\n",
       "  'basket with triangle',\n",
       "  'triangles basket',\n",
       "  'striped basket'],\n",
       " ['wooden side table',\n",
       "  'wood side table',\n",
       "  'side table',\n",
       "  'rectangular side table',\n",
       "  'rectangular wood side table',\n",
       "  'side table with cross',\n",
       "  'metal side table',\n",
       "  'wooden table',\n",
       "  'rectangular wooden side table',\n",
       "  'wooden table with cross'],\n",
       " ['wooden jewellery box',\n",
       "  'circular wooden jewellery box',\n",
       "  'circular jewellery box',\n",
       "  'jewellery box',\n",
       "  'linen-lined jewellery box',\n",
       "  'linen jewellery box',\n",
       "  'rectangular wooden jewellery box',\n",
       "  'round wooden jewellery box',\n",
       "  'rustic jewellery box',\n",
       "  'limited edition wooden jewellery box'],\n",
       " ['wooden jewellery box',\n",
       "  'rectangular wooden jewellery box',\n",
       "  'rectangular jewellery box',\n",
       "  'linen-lined jewellery box',\n",
       "  'linen jewellery box',\n",
       "  'rustic jewellery box',\n",
       "  'jewellery box',\n",
       "  'wooden and linen jewellery box',\n",
       "  'limited edition wooden jewellery box',\n",
       "  'wooden jewellery box with linen'],\n",
       " ['table mirror',\n",
       "  'wooden table mirror',\n",
       "  'wooden mirror',\n",
       "  'mirror',\n",
       "  'mirrored table',\n",
       "  'wood table mirror',\n",
       "  'metal table mirror',\n",
       "  'rustic table mirror',\n",
       "  'glass table mirror',\n",
       "  'wooden frame mirror'],\n",
       " ['stand-up mirror',\n",
       "  'mirror with iron base',\n",
       "  'mirror',\n",
       "  'black iron mirror',\n",
       "  'black mirror',\n",
       "  'stand up mirror',\n",
       "  'mirror with base',\n",
       "  'mirror with black base',\n",
       "  'stand mirror',\n",
       "  'mirror with metal base'],\n",
       " ['lacquered lamp',\n",
       "  'lacquered metal lamp',\n",
       "  'black lacquered lamp',\n",
       "  'metal lamp',\n",
       "  'lacquered lamp trf',\n",
       "  'black lacquered metal lamp',\n",
       "  'black lamp',\n",
       "  'lamp with lacquered metal',\n",
       "  'lamp with lacquered finish',\n",
       "  'black metal lamp'],\n",
       " ['fleece armchair',\n",
       "  'plush armchair',\n",
       "  'quilted armchair',\n",
       "  'armchair',\n",
       "  'faux shearling armchair',\n",
       "  'wool armchair',\n",
       "  'armchair with fleece',\n",
       "  'velvet armchair',\n",
       "  'soft fleece armchair',\n",
       "  'fleece upholstered armchair'],\n",
       " ['striped towel',\n",
       "  'towel with striped design',\n",
       "  'towel with fringed edges',\n",
       "  'cotton towel',\n",
       "  'striped cotton towel',\n",
       "  'towel with stripes',\n",
       "  'towel with fringed design',\n",
       "  'striped towel with fringing',\n",
       "  'towel with fringing',\n",
       "  'cotton towel with fringing'],\n",
       " ['double-sided towel',\n",
       "  'cotton towel',\n",
       "  'double towel',\n",
       "  'towel',\n",
       "  'double-side towel',\n",
       "  'double cotton towel',\n",
       "  'towel with double side',\n",
       "  'towel with double sides',\n",
       "  'double towel trf',\n",
       "  'single-sided towel'],\n",
       " ['towel (pack of 2)',\n",
       "  'cotton towel (pack of 2)',\n",
       "  'double towel (pack of 2)',\n",
       "  'double-sided towel',\n",
       "  'double-sided towel (200 ml)',\n",
       "  'double-sided towel (200 g)',\n",
       "  '2-pack of double-sided towel',\n",
       "  'double-sided towel (250 ml)',\n",
       "  'double sided towel (pack of 2)',\n",
       "  'double cotton towel (pack of 2)'],\n",
       " ['towel with tassels (pack of 3)',\n",
       "  'towel (pack of 3)',\n",
       "  'cotton towel (pack of 3)',\n",
       "  'towel with tassels',\n",
       "  'towel with tassels (3-pack)',\n",
       "  'tassel towel (pack of 3)',\n",
       "  'towel with tassel (pack of 3)',\n",
       "  'towel (pack of 3) with tassels',\n",
       "  'towels with tassels (pack of 3)',\n",
       "  'cotton towel with tassels'],\n",
       " ['towel with tassels',\n",
       "  'cotton towel with tassels',\n",
       "  'cotton towel',\n",
       "  'tassel towel',\n",
       "  'towel with tassel',\n",
       "  'linen towel with tassels',\n",
       "  'tassels towel',\n",
       "  'cotton towel with tassel',\n",
       "  'towel',\n",
       "  'paper towel with tassels'],\n",
       " ['towel with band',\n",
       "  'towel with lined band',\n",
       "  'cotton towel',\n",
       "  'cotton towel with band',\n",
       "  'towel with lining',\n",
       "  'towel',\n",
       "  'towel with a band',\n",
       "  'towel with polka dots',\n",
       "  'towel with bands',\n",
       "  'cotton towel with lining'],\n",
       " ['nesting tables',\n",
       "  'marble nesting tables',\n",
       "  'golden nesting table',\n",
       "  'nesting table',\n",
       "  'two-piece nesting table',\n",
       "  'marble nesting table',\n",
       "  'nesting table with marble top',\n",
       "  'two-tier nesting table',\n",
       "  'golden marble nesting tables',\n",
       "  'golden nesting tables'],\n",
       " ['towel with crochet border',\n",
       "  'crochet towel',\n",
       "  'cotton towel',\n",
       "  'towel with crochet detail',\n",
       "  'towel with crocheted border',\n",
       "  'cotton towel with crochet',\n",
       "  'towel with crochet',\n",
       "  'towels with crochet border',\n",
       "  'towel with crochet trim',\n",
       "  'towel with crochet design'],\n",
       " ['basket',\n",
       "  'basket with metal structure',\n",
       "  'metal basket',\n",
       "  'metal and paper basket',\n",
       "  'paper basket',\n",
       "  'basket with resilient paper',\n",
       "  'basket with linen lining',\n",
       "  'basket with round base',\n",
       "  'linen basket',\n",
       "  'basket with fabric lining'],\n",
       " ...]"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "names"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "save_submission(names, \"submission_30\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "save_submission(names, \"submission_30\", zip=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "extended_names = generate_names(model, tokenizer, collator, test[\"description\"], batchsize=4, num_sequences=30)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "extended_names"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "save_submission(extended_names, \"submission_23\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Check all lines have 10 names"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "from collections import Counter\n",
    "\n",
    "Counter([len(n) for n in extended_names])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Check the names in the basic file are the first in the extended file"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "for n, xn in zip(names, extended_names):\n",
    "    assert set(n).issubset(set(xn)), f\"{set(n)} not in {set(xn)}\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "for n, xn in zip(names, extended_names):\n",
    "    assert xn[:len(n)] == n, f\"{xn} != {n}\""
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Not the same elements, neither same ordering! So we might be able to produce better results with a different generation method?"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Try now using top_k and top_p filters, and removing length penalties."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "refined_names = generate_names(model, tokenizer, collator, test[\"description\"], batchsize=4, num_sequences=30)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "refined_names"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "save_submission(refined_names, \"submission_22\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "Counter([len(set(rn) ^ set(xn)) for xn, rn in zip(extended_names, refined_names)])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Generate predictions for training and validation data"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This is useful for training ranker models"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "from model import generate_names\n",
    "from postprocessing import save_submission"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "train_names = generate_names(model, tokenizer, collator, train[\"description\"], batchsize=16, max_candidates=9999)\n",
    "save_submission(train_names, \"train_BART-base-submission-23\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "val_names = generate_names(model, tokenizer, collator, val[\"description\"], batchsize=16, max_candidates=9999)\n",
    "save_submission(val_names, \"val_BART-base-submission-23\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "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": "3.8.5"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}