From ec645a0405355f6b8ab92e62df9b5418786997b9 Mon Sep 17 00:00:00 2001
From: emustafa96 <emustafa@student.ethz.ch>
Date: Sat, 28 Oct 2023 21:14:15 +0200
Subject: [PATCH] [Data] Generate data with Mockaroo API

---
 recommander/data_gen.ipynb | 1173 ++++++++++++++++++++++++++++++++++++
 recommander/schema.json    |  109 ++++
 2 files changed, 1282 insertions(+)
 create mode 100644 recommander/data_gen.ipynb
 create mode 100644 recommander/schema.json

diff --git a/recommander/data_gen.ipynb b/recommander/data_gen.ipynb
new file mode 100644
index 0000000..c1bd4bb
--- /dev/null
+++ b/recommander/data_gen.ipynb
@@ -0,0 +1,1173 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "Art\n",
+    "Sports\n",
+    "Politics\n",
+    "Books\n",
+    "Movies\n",
+    "Technology\n",
+    "Fashion\n",
+    "Outdoor Activities\n",
+    "Pets\n",
+    "Familiy"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 32,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import random\n",
+    "import requests\n",
+    "import json\n",
+    "import credentials"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 33,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def generate_random_entries(N):\n",
+    "    entries = []\n",
+    "    for _ in range(N):\n",
+    "        entry = {category: random.randint(1, 5) for category in categories}\n",
+    "        entries.append(entry)\n",
+    "    return entries"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "mockaroo_url = '\thttps://api.mockaroo.com/api/generate.csv'\n",
+    "# API key\n",
+    "num_rows_to_generate = 10  # Max 1000 for the free version of the API"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def post_request():\n",
+    "\n",
+    "    url = url = mockaroo_url + '?key=' + credentials.mockaroo_key + '&count=' + str(num_rows_to_generate)\n",
+    "\n",
+    "\n",
+    "    with open('schema.json', 'r') as datafile:\n",
+    "        fields = json.load(datafile)\n",
+    "    # Make a post call to the URL\n",
+    "    # Body of the post request is the schema definition of the output expected\n",
+    "    response = requests.post(url=url, json=fields)\n",
+    "\n",
+    "    # Write the output to a file (output.json)\n",
+    "    with open('output.csv', 'w') as outfile:\n",
+    "        outfile.write(response.text)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "post_request()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 29,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "categories = [\n",
+    "    \"Art\",\n",
+    "    \"Sports\",\n",
+    "    \"Politics\",\n",
+    "    \"Books\",\n",
+    "    \"Movies\",\n",
+    "    \"Technology\",\n",
+    "    \"Fashion\",\n",
+    "    \"Outdoor Activities\",\n",
+    "    \"Pets\",\n",
+    "    \"Family\"\n",
+    "]\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 30,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "{'Art': 1, 'Sports': 5, 'Politics': 5, 'Books': 3, 'Movies': 2, 'Technology': 1, 'Fashion': 3, 'Outdoor Activities': 5, 'Pets': 4, 'Family': 1}\n",
+      "{'Art': 1, 'Sports': 3, 'Politics': 1, 'Books': 3, 'Movies': 4, 'Technology': 4, 'Fashion': 5, 'Outdoor Activities': 3, 'Pets': 1, 'Family': 5}\n",
+      "{'Art': 3, 'Sports': 5, 'Politics': 3, 'Books': 4, 'Movies': 2, 'Technology': 4, 'Fashion': 2, 'Outdoor Activities': 4, 'Pets': 5, 'Family': 3}\n",
+      "{'Art': 4, 'Sports': 4, 'Politics': 3, 'Books': 1, 'Movies': 1, 'Technology': 3, 'Fashion': 1, 'Outdoor Activities': 4, 'Pets': 2, 'Family': 2}\n",
+      "{'Art': 3, 'Sports': 1, 'Politics': 2, 'Books': 2, 'Movies': 1, 'Technology': 5, 'Fashion': 4, 'Outdoor Activities': 4, 'Pets': 4, 'Family': 5}\n",
+      "{'Art': 3, 'Sports': 3, 'Politics': 2, 'Books': 4, 'Movies': 5, 'Technology': 2, 'Fashion': 2, 'Outdoor Activities': 1, 'Pets': 3, 'Family': 4}\n",
+      "{'Art': 2, 'Sports': 5, 'Politics': 3, 'Books': 1, 'Movies': 5, 'Technology': 5, 'Fashion': 3, 'Outdoor Activities': 2, 'Pets': 1, 'Family': 1}\n",
+      "{'Art': 1, 'Sports': 3, 'Politics': 4, 'Books': 1, 'Movies': 2, 'Technology': 3, 'Fashion': 5, 'Outdoor Activities': 2, 'Pets': 4, 'Family': 5}\n",
+      "{'Art': 4, 'Sports': 3, 'Politics': 5, 'Books': 5, 'Movies': 5, 'Technology': 3, 'Fashion': 5, 'Outdoor Activities': 5, 'Pets': 3, 'Family': 3}\n",
+      "{'Art': 3, 'Sports': 1, 'Politics': 3, 'Books': 4, 'Movies': 1, 'Technology': 1, 'Fashion': 2, 'Outdoor Activities': 5, 'Pets': 4, 'Family': 3}\n",
+      "{'Art': 1, 'Sports': 1, 'Politics': 2, 'Books': 2, 'Movies': 3, 'Technology': 2, 'Fashion': 5, 'Outdoor Activities': 4, 'Pets': 4, 'Family': 5}\n",
+      "{'Art': 1, 'Sports': 1, 'Politics': 3, 'Books': 2, 'Movies': 1, 'Technology': 4, 'Fashion': 5, 'Outdoor Activities': 1, 'Pets': 1, 'Family': 4}\n",
+      "{'Art': 3, 'Sports': 2, 'Politics': 1, 'Books': 1, 'Movies': 1, 'Technology': 5, 'Fashion': 4, 'Outdoor Activities': 2, 'Pets': 4, 'Family': 5}\n",
+      "{'Art': 5, 'Sports': 3, 'Politics': 5, 'Books': 2, 'Movies': 2, 'Technology': 4, 'Fashion': 5, 'Outdoor Activities': 1, 'Pets': 5, 'Family': 4}\n",
+      "{'Art': 5, 'Sports': 2, 'Politics': 2, 'Books': 3, 'Movies': 3, 'Technology': 1, 'Fashion': 4, 'Outdoor Activities': 3, 'Pets': 1, 'Family': 1}\n",
+      "{'Art': 3, 'Sports': 4, 'Politics': 1, 'Books': 2, 'Movies': 2, 'Technology': 5, 'Fashion': 4, 'Outdoor Activities': 3, 'Pets': 1, 'Family': 1}\n",
+      "{'Art': 2, 'Sports': 3, 'Politics': 2, 'Books': 3, 'Movies': 4, 'Technology': 4, 'Fashion': 3, 'Outdoor Activities': 1, 'Pets': 4, 'Family': 4}\n",
+      "{'Art': 2, 'Sports': 5, 'Politics': 5, 'Books': 2, 'Movies': 3, 'Technology': 2, 'Fashion': 2, 'Outdoor Activities': 5, 'Pets': 3, 'Family': 3}\n",
+      "{'Art': 4, 'Sports': 2, 'Politics': 4, 'Books': 1, 'Movies': 5, 'Technology': 1, 'Fashion': 4, 'Outdoor Activities': 4, 'Pets': 3, 'Family': 5}\n",
+      "{'Art': 3, 'Sports': 2, 'Politics': 3, 'Books': 3, 'Movies': 1, 'Technology': 5, 'Fashion': 2, 'Outdoor Activities': 3, 'Pets': 2, 'Family': 3}\n",
+      "{'Art': 5, 'Sports': 2, 'Politics': 3, 'Books': 3, 'Movies': 1, 'Technology': 4, 'Fashion': 5, 'Outdoor Activities': 5, 'Pets': 1, 'Family': 2}\n",
+      "{'Art': 2, 'Sports': 2, 'Politics': 1, 'Books': 4, 'Movies': 3, 'Technology': 4, 'Fashion': 2, 'Outdoor Activities': 1, 'Pets': 4, 'Family': 3}\n",
+      "{'Art': 5, 'Sports': 1, 'Politics': 3, 'Books': 2, 'Movies': 5, 'Technology': 2, 'Fashion': 3, 'Outdoor Activities': 3, 'Pets': 2, 'Family': 3}\n",
+      "{'Art': 1, 'Sports': 1, 'Politics': 5, 'Books': 1, 'Movies': 2, 'Technology': 1, 'Fashion': 4, 'Outdoor Activities': 2, 'Pets': 5, 'Family': 3}\n",
+      "{'Art': 2, 'Sports': 2, 'Politics': 4, 'Books': 5, 'Movies': 1, 'Technology': 2, 'Fashion': 3, 'Outdoor Activities': 3, 'Pets': 3, 'Family': 4}\n",
+      "{'Art': 4, 'Sports': 3, 'Politics': 1, 'Books': 1, 'Movies': 5, 'Technology': 1, 'Fashion': 5, 'Outdoor Activities': 1, 'Pets': 2, 'Family': 2}\n",
+      "{'Art': 1, 'Sports': 1, 'Politics': 4, 'Books': 4, 'Movies': 5, 'Technology': 3, 'Fashion': 1, 'Outdoor Activities': 5, 'Pets': 3, 'Family': 4}\n",
+      "{'Art': 4, 'Sports': 4, 'Politics': 4, 'Books': 1, 'Movies': 1, 'Technology': 3, 'Fashion': 2, 'Outdoor Activities': 1, 'Pets': 1, 'Family': 2}\n",
+      "{'Art': 4, 'Sports': 2, 'Politics': 5, 'Books': 1, 'Movies': 5, 'Technology': 5, 'Fashion': 1, 'Outdoor Activities': 5, 'Pets': 5, 'Family': 5}\n",
+      "{'Art': 5, 'Sports': 2, 'Politics': 3, 'Books': 2, 'Movies': 2, 'Technology': 3, 'Fashion': 5, 'Outdoor Activities': 3, 'Pets': 2, 'Family': 3}\n",
+      "{'Art': 2, 'Sports': 4, 'Politics': 1, 'Books': 4, 'Movies': 3, 'Technology': 1, 'Fashion': 1, 'Outdoor Activities': 2, 'Pets': 4, 'Family': 4}\n",
+      "{'Art': 2, 'Sports': 5, 'Politics': 4, 'Books': 4, 'Movies': 2, 'Technology': 2, 'Fashion': 4, 'Outdoor Activities': 5, 'Pets': 5, 'Family': 3}\n",
+      "{'Art': 3, 'Sports': 4, 'Politics': 4, 'Books': 2, 'Movies': 2, 'Technology': 1, 'Fashion': 3, 'Outdoor Activities': 3, 'Pets': 2, 'Family': 4}\n",
+      "{'Art': 2, 'Sports': 4, 'Politics': 2, 'Books': 2, 'Movies': 5, 'Technology': 2, 'Fashion': 5, 'Outdoor Activities': 1, 'Pets': 3, 'Family': 1}\n",
+      "{'Art': 2, 'Sports': 3, 'Politics': 2, 'Books': 1, 'Movies': 1, 'Technology': 1, 'Fashion': 3, 'Outdoor Activities': 1, 'Pets': 3, 'Family': 3}\n",
+      "{'Art': 5, 'Sports': 5, 'Politics': 5, 'Books': 2, 'Movies': 4, 'Technology': 4, 'Fashion': 2, 'Outdoor Activities': 5, 'Pets': 2, 'Family': 4}\n",
+      "{'Art': 2, 'Sports': 1, 'Politics': 4, 'Books': 5, 'Movies': 1, 'Technology': 2, 'Fashion': 5, 'Outdoor Activities': 3, 'Pets': 5, 'Family': 3}\n",
+      "{'Art': 5, 'Sports': 5, 'Politics': 4, 'Books': 2, 'Movies': 1, 'Technology': 2, 'Fashion': 5, 'Outdoor Activities': 4, 'Pets': 1, 'Family': 5}\n",
+      "{'Art': 2, 'Sports': 5, 'Politics': 1, 'Books': 5, 'Movies': 2, 'Technology': 5, 'Fashion': 4, 'Outdoor Activities': 3, 'Pets': 1, 'Family': 1}\n",
+      "{'Art': 4, 'Sports': 2, 'Politics': 4, 'Books': 2, 'Movies': 2, 'Technology': 3, 'Fashion': 5, 'Outdoor Activities': 3, 'Pets': 4, 'Family': 1}\n",
+      "{'Art': 2, 'Sports': 1, 'Politics': 1, 'Books': 2, 'Movies': 5, 'Technology': 5, 'Fashion': 1, 'Outdoor Activities': 4, 'Pets': 2, 'Family': 3}\n",
+      "{'Art': 5, 'Sports': 5, 'Politics': 3, 'Books': 5, 'Movies': 5, 'Technology': 5, 'Fashion': 2, 'Outdoor Activities': 1, 'Pets': 2, 'Family': 2}\n",
+      "{'Art': 1, 'Sports': 3, 'Politics': 3, 'Books': 1, 'Movies': 2, 'Technology': 3, 'Fashion': 1, 'Outdoor Activities': 4, 'Pets': 4, 'Family': 5}\n",
+      "{'Art': 2, 'Sports': 1, 'Politics': 3, 'Books': 4, 'Movies': 5, 'Technology': 1, 'Fashion': 2, 'Outdoor Activities': 5, 'Pets': 4, 'Family': 2}\n",
+      "{'Art': 5, 'Sports': 2, 'Politics': 1, 'Books': 5, 'Movies': 2, 'Technology': 4, 'Fashion': 3, 'Outdoor Activities': 4, 'Pets': 1, 'Family': 1}\n",
+      "{'Art': 4, 'Sports': 5, 'Politics': 1, 'Books': 4, 'Movies': 1, 'Technology': 5, 'Fashion': 5, 'Outdoor Activities': 5, 'Pets': 1, 'Family': 3}\n",
+      "{'Art': 2, 'Sports': 4, 'Politics': 4, 'Books': 1, 'Movies': 5, 'Technology': 1, 'Fashion': 1, 'Outdoor Activities': 4, 'Pets': 2, 'Family': 3}\n",
+      "{'Art': 2, 'Sports': 4, 'Politics': 5, 'Books': 5, 'Movies': 3, 'Technology': 5, 'Fashion': 5, 'Outdoor Activities': 2, 'Pets': 2, 'Family': 5}\n",
+      "{'Art': 4, 'Sports': 4, 'Politics': 2, 'Books': 2, 'Movies': 1, 'Technology': 3, 'Fashion': 5, 'Outdoor Activities': 4, 'Pets': 5, 'Family': 3}\n",
+      "{'Art': 2, 'Sports': 3, 'Politics': 2, 'Books': 4, 'Movies': 3, 'Technology': 4, 'Fashion': 2, 'Outdoor Activities': 1, 'Pets': 4, 'Family': 4}\n",
+      "{'Art': 1, 'Sports': 1, 'Politics': 1, 'Books': 1, 'Movies': 3, 'Technology': 4, 'Fashion': 5, 'Outdoor Activities': 3, 'Pets': 4, 'Family': 3}\n",
+      "{'Art': 1, 'Sports': 5, 'Politics': 1, 'Books': 1, 'Movies': 2, 'Technology': 3, 'Fashion': 4, 'Outdoor Activities': 4, 'Pets': 5, 'Family': 4}\n",
+      "{'Art': 1, 'Sports': 2, 'Politics': 5, 'Books': 5, 'Movies': 1, 'Technology': 1, 'Fashion': 2, 'Outdoor Activities': 4, 'Pets': 5, 'Family': 3}\n",
+      "{'Art': 1, 'Sports': 4, 'Politics': 3, 'Books': 5, 'Movies': 3, 'Technology': 3, 'Fashion': 4, 'Outdoor Activities': 3, 'Pets': 4, 'Family': 4}\n",
+      "{'Art': 1, 'Sports': 1, 'Politics': 1, 'Books': 2, 'Movies': 5, 'Technology': 3, 'Fashion': 5, 'Outdoor Activities': 1, 'Pets': 4, 'Family': 2}\n",
+      "{'Art': 2, 'Sports': 1, 'Politics': 2, 'Books': 5, 'Movies': 4, 'Technology': 2, 'Fashion': 2, 'Outdoor Activities': 5, 'Pets': 2, 'Family': 2}\n",
+      "{'Art': 4, 'Sports': 4, 'Politics': 2, 'Books': 3, 'Movies': 2, 'Technology': 5, 'Fashion': 4, 'Outdoor Activities': 5, 'Pets': 3, 'Family': 4}\n",
+      "{'Art': 2, 'Sports': 3, 'Politics': 3, 'Books': 3, 'Movies': 1, 'Technology': 3, 'Fashion': 5, 'Outdoor Activities': 4, 'Pets': 1, 'Family': 5}\n",
+      "{'Art': 5, 'Sports': 5, 'Politics': 1, 'Books': 2, 'Movies': 1, 'Technology': 4, 'Fashion': 5, 'Outdoor Activities': 1, 'Pets': 1, 'Family': 4}\n",
+      "{'Art': 3, 'Sports': 1, 'Politics': 5, 'Books': 4, 'Movies': 2, 'Technology': 3, 'Fashion': 2, 'Outdoor Activities': 5, 'Pets': 1, 'Family': 3}\n",
+      "{'Art': 1, 'Sports': 2, 'Politics': 2, 'Books': 5, 'Movies': 5, 'Technology': 3, 'Fashion': 4, 'Outdoor Activities': 5, 'Pets': 5, 'Family': 5}\n",
+      "{'Art': 5, 'Sports': 4, 'Politics': 3, 'Books': 1, 'Movies': 1, 'Technology': 2, 'Fashion': 3, 'Outdoor Activities': 4, 'Pets': 2, 'Family': 5}\n",
+      "{'Art': 2, 'Sports': 3, 'Politics': 5, 'Books': 2, 'Movies': 1, 'Technology': 2, 'Fashion': 5, 'Outdoor Activities': 1, 'Pets': 5, 'Family': 5}\n",
+      "{'Art': 1, 'Sports': 3, 'Politics': 3, 'Books': 2, 'Movies': 4, 'Technology': 2, 'Fashion': 2, 'Outdoor Activities': 5, 'Pets': 1, 'Family': 3}\n",
+      "{'Art': 2, 'Sports': 2, 'Politics': 3, 'Books': 2, 'Movies': 2, 'Technology': 3, 'Fashion': 5, 'Outdoor Activities': 3, 'Pets': 1, 'Family': 2}\n",
+      "{'Art': 3, 'Sports': 2, 'Politics': 4, 'Books': 3, 'Movies': 2, 'Technology': 1, 'Fashion': 5, 'Outdoor Activities': 5, 'Pets': 3, 'Family': 2}\n",
+      "{'Art': 5, 'Sports': 4, 'Politics': 1, 'Books': 5, 'Movies': 3, 'Technology': 3, 'Fashion': 4, 'Outdoor Activities': 4, 'Pets': 3, 'Family': 4}\n",
+      "{'Art': 1, 'Sports': 3, 'Politics': 1, 'Books': 3, 'Movies': 2, 'Technology': 3, 'Fashion': 1, 'Outdoor Activities': 1, 'Pets': 5, 'Family': 4}\n",
+      "{'Art': 5, 'Sports': 1, 'Politics': 2, 'Books': 2, 'Movies': 1, 'Technology': 4, 'Fashion': 2, 'Outdoor Activities': 5, 'Pets': 3, 'Family': 1}\n",
+      "{'Art': 4, 'Sports': 1, 'Politics': 3, 'Books': 3, 'Movies': 1, 'Technology': 4, 'Fashion': 3, 'Outdoor Activities': 4, 'Pets': 2, 'Family': 4}\n",
+      "{'Art': 4, 'Sports': 4, 'Politics': 3, 'Books': 5, 'Movies': 4, 'Technology': 2, 'Fashion': 3, 'Outdoor Activities': 4, 'Pets': 5, 'Family': 1}\n",
+      "{'Art': 2, 'Sports': 3, 'Politics': 2, 'Books': 1, 'Movies': 5, 'Technology': 5, 'Fashion': 3, 'Outdoor Activities': 3, 'Pets': 3, 'Family': 4}\n",
+      "{'Art': 4, 'Sports': 3, 'Politics': 2, 'Books': 4, 'Movies': 4, 'Technology': 2, 'Fashion': 4, 'Outdoor Activities': 5, 'Pets': 4, 'Family': 3}\n",
+      "{'Art': 3, 'Sports': 5, 'Politics': 1, 'Books': 4, 'Movies': 4, 'Technology': 5, 'Fashion': 1, 'Outdoor Activities': 2, 'Pets': 4, 'Family': 3}\n",
+      "{'Art': 1, 'Sports': 1, 'Politics': 5, 'Books': 3, 'Movies': 5, 'Technology': 2, 'Fashion': 3, 'Outdoor Activities': 1, 'Pets': 5, 'Family': 5}\n",
+      "{'Art': 2, 'Sports': 5, 'Politics': 4, 'Books': 5, 'Movies': 1, 'Technology': 3, 'Fashion': 1, 'Outdoor Activities': 4, 'Pets': 3, 'Family': 5}\n",
+      "{'Art': 2, 'Sports': 2, 'Politics': 4, 'Books': 3, 'Movies': 1, 'Technology': 5, 'Fashion': 3, 'Outdoor Activities': 5, 'Pets': 3, 'Family': 2}\n",
+      "{'Art': 2, 'Sports': 4, 'Politics': 5, 'Books': 5, 'Movies': 3, 'Technology': 5, 'Fashion': 2, 'Outdoor Activities': 5, 'Pets': 2, 'Family': 2}\n",
+      "{'Art': 4, 'Sports': 3, 'Politics': 3, 'Books': 1, 'Movies': 4, 'Technology': 2, 'Fashion': 3, 'Outdoor Activities': 3, 'Pets': 4, 'Family': 2}\n",
+      "{'Art': 2, 'Sports': 2, 'Politics': 5, 'Books': 4, 'Movies': 2, 'Technology': 3, 'Fashion': 1, 'Outdoor Activities': 5, 'Pets': 1, 'Family': 2}\n",
+      "{'Art': 1, 'Sports': 1, 'Politics': 3, 'Books': 3, 'Movies': 3, 'Technology': 5, 'Fashion': 5, 'Outdoor Activities': 3, 'Pets': 4, 'Family': 5}\n",
+      "{'Art': 5, 'Sports': 4, 'Politics': 2, 'Books': 3, 'Movies': 2, 'Technology': 1, 'Fashion': 2, 'Outdoor Activities': 1, 'Pets': 1, 'Family': 3}\n",
+      "{'Art': 5, 'Sports': 5, 'Politics': 1, 'Books': 2, 'Movies': 3, 'Technology': 2, 'Fashion': 1, 'Outdoor Activities': 3, 'Pets': 1, 'Family': 5}\n",
+      "{'Art': 2, 'Sports': 3, 'Politics': 2, 'Books': 2, 'Movies': 2, 'Technology': 5, 'Fashion': 5, 'Outdoor Activities': 4, 'Pets': 5, 'Family': 3}\n",
+      "{'Art': 5, 'Sports': 1, 'Politics': 4, 'Books': 3, 'Movies': 2, 'Technology': 3, 'Fashion': 4, 'Outdoor Activities': 4, 'Pets': 1, 'Family': 2}\n",
+      "{'Art': 1, 'Sports': 5, 'Politics': 2, 'Books': 1, 'Movies': 5, 'Technology': 3, 'Fashion': 5, 'Outdoor Activities': 4, 'Pets': 2, 'Family': 5}\n",
+      "{'Art': 4, 'Sports': 3, 'Politics': 1, 'Books': 4, 'Movies': 5, 'Technology': 4, 'Fashion': 1, 'Outdoor Activities': 2, 'Pets': 2, 'Family': 1}\n",
+      "{'Art': 2, 'Sports': 5, 'Politics': 3, 'Books': 4, 'Movies': 2, 'Technology': 5, 'Fashion': 5, 'Outdoor Activities': 3, 'Pets': 1, 'Family': 4}\n",
+      "{'Art': 2, 'Sports': 5, 'Politics': 4, 'Books': 1, 'Movies': 3, 'Technology': 3, 'Fashion': 3, 'Outdoor Activities': 3, 'Pets': 5, 'Family': 1}\n",
+      "{'Art': 4, 'Sports': 4, 'Politics': 5, 'Books': 3, 'Movies': 1, 'Technology': 3, 'Fashion': 2, 'Outdoor Activities': 3, 'Pets': 3, 'Family': 1}\n",
+      "{'Art': 5, 'Sports': 3, 'Politics': 4, 'Books': 5, 'Movies': 1, 'Technology': 2, 'Fashion': 1, 'Outdoor Activities': 4, 'Pets': 4, 'Family': 5}\n",
+      "{'Art': 3, 'Sports': 2, 'Politics': 1, 'Books': 3, 'Movies': 2, 'Technology': 4, 'Fashion': 2, 'Outdoor Activities': 4, 'Pets': 2, 'Family': 3}\n",
+      "{'Art': 2, 'Sports': 2, 'Politics': 3, 'Books': 1, 'Movies': 4, 'Technology': 1, 'Fashion': 2, 'Outdoor Activities': 5, 'Pets': 2, 'Family': 1}\n",
+      "{'Art': 4, 'Sports': 5, 'Politics': 5, 'Books': 3, 'Movies': 2, 'Technology': 3, 'Fashion': 3, 'Outdoor Activities': 3, 'Pets': 5, 'Family': 5}\n",
+      "{'Art': 1, 'Sports': 3, 'Politics': 1, 'Books': 4, 'Movies': 2, 'Technology': 4, 'Fashion': 4, 'Outdoor Activities': 2, 'Pets': 3, 'Family': 1}\n",
+      "{'Art': 4, 'Sports': 5, 'Politics': 3, 'Books': 4, 'Movies': 5, 'Technology': 3, 'Fashion': 1, 'Outdoor Activities': 3, 'Pets': 5, 'Family': 3}\n",
+      "{'Art': 2, 'Sports': 2, 'Politics': 4, 'Books': 5, 'Movies': 5, 'Technology': 5, 'Fashion': 4, 'Outdoor Activities': 4, 'Pets': 4, 'Family': 3}\n",
+      "{'Art': 2, 'Sports': 4, 'Politics': 1, 'Books': 4, 'Movies': 1, 'Technology': 4, 'Fashion': 5, 'Outdoor Activities': 4, 'Pets': 5, 'Family': 3}\n",
+      "{'Art': 2, 'Sports': 2, 'Politics': 2, 'Books': 4, 'Movies': 2, 'Technology': 2, 'Fashion': 1, 'Outdoor Activities': 5, 'Pets': 3, 'Family': 2}\n",
+      "{'Art': 5, 'Sports': 5, 'Politics': 2, 'Books': 3, 'Movies': 1, 'Technology': 5, 'Fashion': 1, 'Outdoor Activities': 1, 'Pets': 3, 'Family': 2}\n",
+      "{'Art': 1, 'Sports': 1, 'Politics': 5, 'Books': 1, 'Movies': 1, 'Technology': 3, 'Fashion': 3, 'Outdoor Activities': 3, 'Pets': 3, 'Family': 5}\n",
+      "{'Art': 2, 'Sports': 2, 'Politics': 2, 'Books': 5, 'Movies': 3, 'Technology': 4, 'Fashion': 4, 'Outdoor Activities': 1, 'Pets': 5, 'Family': 5}\n",
+      "{'Art': 4, 'Sports': 2, 'Politics': 1, 'Books': 1, 'Movies': 5, 'Technology': 3, 'Fashion': 1, 'Outdoor Activities': 3, 'Pets': 3, 'Family': 4}\n",
+      "{'Art': 4, 'Sports': 4, 'Politics': 4, 'Books': 3, 'Movies': 1, 'Technology': 3, 'Fashion': 1, 'Outdoor Activities': 3, 'Pets': 1, 'Family': 2}\n",
+      "{'Art': 3, 'Sports': 3, 'Politics': 4, 'Books': 1, 'Movies': 2, 'Technology': 4, 'Fashion': 1, 'Outdoor Activities': 1, 'Pets': 3, 'Family': 1}\n",
+      "{'Art': 3, 'Sports': 5, 'Politics': 5, 'Books': 5, 'Movies': 2, 'Technology': 5, 'Fashion': 1, 'Outdoor Activities': 4, 'Pets': 2, 'Family': 5}\n",
+      "{'Art': 5, 'Sports': 5, 'Politics': 4, 'Books': 2, 'Movies': 3, 'Technology': 3, 'Fashion': 2, 'Outdoor Activities': 3, 'Pets': 4, 'Family': 4}\n",
+      "{'Art': 3, 'Sports': 1, 'Politics': 3, 'Books': 3, 'Movies': 2, 'Technology': 4, 'Fashion': 1, 'Outdoor Activities': 3, 'Pets': 4, 'Family': 4}\n",
+      "{'Art': 3, 'Sports': 2, 'Politics': 2, 'Books': 5, 'Movies': 5, 'Technology': 5, 'Fashion': 5, 'Outdoor Activities': 5, 'Pets': 3, 'Family': 4}\n",
+      "{'Art': 2, 'Sports': 2, 'Politics': 3, 'Books': 2, 'Movies': 1, 'Technology': 3, 'Fashion': 2, 'Outdoor Activities': 5, 'Pets': 4, 'Family': 2}\n",
+      "{'Art': 3, 'Sports': 3, 'Politics': 4, 'Books': 3, 'Movies': 1, 'Technology': 3, 'Fashion': 5, 'Outdoor Activities': 2, 'Pets': 3, 'Family': 2}\n",
+      "{'Art': 5, 'Sports': 2, 'Politics': 1, 'Books': 1, 'Movies': 5, 'Technology': 5, 'Fashion': 1, 'Outdoor Activities': 5, 'Pets': 2, 'Family': 4}\n",
+      "{'Art': 2, 'Sports': 1, 'Politics': 4, 'Books': 5, 'Movies': 5, 'Technology': 3, 'Fashion': 3, 'Outdoor Activities': 5, 'Pets': 2, 'Family': 1}\n",
+      "{'Art': 1, 'Sports': 5, 'Politics': 2, 'Books': 3, 'Movies': 4, 'Technology': 3, 'Fashion': 3, 'Outdoor Activities': 2, 'Pets': 2, 'Family': 1}\n",
+      "{'Art': 4, 'Sports': 5, 'Politics': 4, 'Books': 5, 'Movies': 1, 'Technology': 2, 'Fashion': 3, 'Outdoor Activities': 2, 'Pets': 5, 'Family': 3}\n",
+      "{'Art': 1, 'Sports': 4, 'Politics': 1, 'Books': 2, 'Movies': 2, 'Technology': 3, 'Fashion': 5, 'Outdoor Activities': 4, 'Pets': 2, 'Family': 5}\n",
+      "{'Art': 1, 'Sports': 3, 'Politics': 3, 'Books': 2, 'Movies': 1, 'Technology': 5, 'Fashion': 2, 'Outdoor Activities': 4, 'Pets': 4, 'Family': 3}\n",
+      "{'Art': 1, 'Sports': 1, 'Politics': 5, 'Books': 3, 'Movies': 2, 'Technology': 5, 'Fashion': 1, 'Outdoor Activities': 5, 'Pets': 3, 'Family': 5}\n",
+      "{'Art': 4, 'Sports': 5, 'Politics': 1, 'Books': 1, 'Movies': 3, 'Technology': 4, 'Fashion': 3, 'Outdoor Activities': 1, 'Pets': 4, 'Family': 5}\n",
+      "{'Art': 5, 'Sports': 4, 'Politics': 4, 'Books': 2, 'Movies': 5, 'Technology': 5, 'Fashion': 3, 'Outdoor Activities': 2, 'Pets': 1, 'Family': 5}\n",
+      "{'Art': 4, 'Sports': 5, 'Politics': 1, 'Books': 2, 'Movies': 4, 'Technology': 3, 'Fashion': 3, 'Outdoor Activities': 5, 'Pets': 3, 'Family': 1}\n",
+      "{'Art': 2, 'Sports': 1, 'Politics': 5, 'Books': 3, 'Movies': 5, 'Technology': 4, 'Fashion': 3, 'Outdoor Activities': 3, 'Pets': 4, 'Family': 5}\n",
+      "{'Art': 4, 'Sports': 1, 'Politics': 5, 'Books': 5, 'Movies': 5, 'Technology': 3, 'Fashion': 2, 'Outdoor Activities': 2, 'Pets': 3, 'Family': 2}\n",
+      "{'Art': 2, 'Sports': 4, 'Politics': 2, 'Books': 4, 'Movies': 2, 'Technology': 2, 'Fashion': 1, 'Outdoor Activities': 4, 'Pets': 2, 'Family': 1}\n",
+      "{'Art': 5, 'Sports': 1, 'Politics': 3, 'Books': 1, 'Movies': 1, 'Technology': 2, 'Fashion': 4, 'Outdoor Activities': 4, 'Pets': 5, 'Family': 3}\n",
+      "{'Art': 3, 'Sports': 4, 'Politics': 4, 'Books': 2, 'Movies': 4, 'Technology': 1, 'Fashion': 2, 'Outdoor Activities': 5, 'Pets': 1, 'Family': 1}\n",
+      "{'Art': 5, 'Sports': 5, 'Politics': 3, 'Books': 1, 'Movies': 2, 'Technology': 1, 'Fashion': 5, 'Outdoor Activities': 2, 'Pets': 5, 'Family': 3}\n",
+      "{'Art': 1, 'Sports': 5, 'Politics': 2, 'Books': 4, 'Movies': 3, 'Technology': 3, 'Fashion': 1, 'Outdoor Activities': 5, 'Pets': 5, 'Family': 1}\n",
+      "{'Art': 1, 'Sports': 4, 'Politics': 5, 'Books': 3, 'Movies': 2, 'Technology': 2, 'Fashion': 4, 'Outdoor Activities': 2, 'Pets': 3, 'Family': 1}\n",
+      "{'Art': 5, 'Sports': 5, 'Politics': 1, 'Books': 2, 'Movies': 1, 'Technology': 3, 'Fashion': 3, 'Outdoor Activities': 3, 'Pets': 1, 'Family': 3}\n",
+      "{'Art': 5, 'Sports': 4, 'Politics': 5, 'Books': 5, 'Movies': 4, 'Technology': 2, 'Fashion': 5, 'Outdoor Activities': 5, 'Pets': 2, 'Family': 3}\n",
+      "{'Art': 5, 'Sports': 3, 'Politics': 3, 'Books': 3, 'Movies': 1, 'Technology': 1, 'Fashion': 2, 'Outdoor Activities': 4, 'Pets': 5, 'Family': 1}\n",
+      "{'Art': 4, 'Sports': 3, 'Politics': 3, 'Books': 5, 'Movies': 2, 'Technology': 1, 'Fashion': 2, 'Outdoor Activities': 3, 'Pets': 4, 'Family': 3}\n",
+      "{'Art': 1, 'Sports': 4, 'Politics': 4, 'Books': 4, 'Movies': 4, 'Technology': 3, 'Fashion': 1, 'Outdoor Activities': 5, 'Pets': 4, 'Family': 4}\n",
+      "{'Art': 4, 'Sports': 5, 'Politics': 5, 'Books': 5, 'Movies': 2, 'Technology': 2, 'Fashion': 1, 'Outdoor Activities': 4, 'Pets': 5, 'Family': 5}\n",
+      "{'Art': 5, 'Sports': 1, 'Politics': 1, 'Books': 3, 'Movies': 2, 'Technology': 5, 'Fashion': 2, 'Outdoor Activities': 1, 'Pets': 5, 'Family': 4}\n",
+      "{'Art': 4, 'Sports': 2, 'Politics': 3, 'Books': 4, 'Movies': 3, 'Technology': 5, 'Fashion': 2, 'Outdoor Activities': 4, 'Pets': 2, 'Family': 5}\n",
+      "{'Art': 3, 'Sports': 4, 'Politics': 5, 'Books': 1, 'Movies': 1, 'Technology': 2, 'Fashion': 3, 'Outdoor Activities': 4, 'Pets': 1, 'Family': 2}\n",
+      "{'Art': 5, 'Sports': 3, 'Politics': 3, 'Books': 3, 'Movies': 2, 'Technology': 5, 'Fashion': 4, 'Outdoor Activities': 2, 'Pets': 4, 'Family': 1}\n",
+      "{'Art': 5, 'Sports': 5, 'Politics': 4, 'Books': 5, 'Movies': 4, 'Technology': 5, 'Fashion': 5, 'Outdoor Activities': 1, 'Pets': 4, 'Family': 3}\n",
+      "{'Art': 1, 'Sports': 4, 'Politics': 1, 'Books': 4, 'Movies': 3, 'Technology': 2, 'Fashion': 3, 'Outdoor Activities': 5, 'Pets': 1, 'Family': 5}\n",
+      "{'Art': 1, 'Sports': 1, 'Politics': 4, 'Books': 5, 'Movies': 1, 'Technology': 5, 'Fashion': 2, 'Outdoor Activities': 3, 'Pets': 5, 'Family': 3}\n",
+      "{'Art': 2, 'Sports': 5, 'Politics': 4, 'Books': 5, 'Movies': 2, 'Technology': 2, 'Fashion': 1, 'Outdoor Activities': 5, 'Pets': 4, 'Family': 2}\n",
+      "{'Art': 5, 'Sports': 5, 'Politics': 2, 'Books': 4, 'Movies': 2, 'Technology': 1, 'Fashion': 2, 'Outdoor Activities': 4, 'Pets': 4, 'Family': 3}\n",
+      "{'Art': 5, 'Sports': 5, 'Politics': 4, 'Books': 1, 'Movies': 3, 'Technology': 5, 'Fashion': 4, 'Outdoor Activities': 3, 'Pets': 3, 'Family': 1}\n",
+      "{'Art': 1, 'Sports': 1, 'Politics': 3, 'Books': 1, 'Movies': 5, 'Technology': 1, 'Fashion': 5, 'Outdoor Activities': 5, 'Pets': 1, 'Family': 2}\n",
+      "{'Art': 2, 'Sports': 3, 'Politics': 2, 'Books': 5, 'Movies': 2, 'Technology': 4, 'Fashion': 1, 'Outdoor Activities': 1, 'Pets': 4, 'Family': 5}\n",
+      "{'Art': 1, 'Sports': 2, 'Politics': 2, 'Books': 5, 'Movies': 4, 'Technology': 3, 'Fashion': 4, 'Outdoor Activities': 5, 'Pets': 5, 'Family': 1}\n",
+      "{'Art': 4, 'Sports': 2, 'Politics': 4, 'Books': 3, 'Movies': 2, 'Technology': 2, 'Fashion': 3, 'Outdoor Activities': 1, 'Pets': 3, 'Family': 1}\n",
+      "{'Art': 3, 'Sports': 4, 'Politics': 5, 'Books': 2, 'Movies': 4, 'Technology': 1, 'Fashion': 3, 'Outdoor Activities': 3, 'Pets': 4, 'Family': 2}\n",
+      "{'Art': 5, 'Sports': 1, 'Politics': 2, 'Books': 3, 'Movies': 2, 'Technology': 5, 'Fashion': 3, 'Outdoor Activities': 1, 'Pets': 2, 'Family': 3}\n",
+      "{'Art': 2, 'Sports': 3, 'Politics': 3, 'Books': 4, 'Movies': 2, 'Technology': 4, 'Fashion': 3, 'Outdoor Activities': 4, 'Pets': 4, 'Family': 4}\n",
+      "{'Art': 5, 'Sports': 5, 'Politics': 4, 'Books': 1, 'Movies': 3, 'Technology': 3, 'Fashion': 1, 'Outdoor Activities': 4, 'Pets': 1, 'Family': 4}\n",
+      "{'Art': 3, 'Sports': 5, 'Politics': 4, 'Books': 2, 'Movies': 1, 'Technology': 3, 'Fashion': 2, 'Outdoor Activities': 2, 'Pets': 1, 'Family': 5}\n",
+      "{'Art': 5, 'Sports': 4, 'Politics': 2, 'Books': 1, 'Movies': 4, 'Technology': 1, 'Fashion': 4, 'Outdoor Activities': 4, 'Pets': 3, 'Family': 3}\n",
+      "{'Art': 5, 'Sports': 2, 'Politics': 2, 'Books': 4, 'Movies': 5, 'Technology': 5, 'Fashion': 3, 'Outdoor Activities': 1, 'Pets': 3, 'Family': 4}\n",
+      "{'Art': 1, 'Sports': 3, 'Politics': 5, 'Books': 3, 'Movies': 5, 'Technology': 4, 'Fashion': 1, 'Outdoor Activities': 2, 'Pets': 5, 'Family': 3}\n",
+      "{'Art': 3, 'Sports': 3, 'Politics': 1, 'Books': 2, 'Movies': 1, 'Technology': 1, 'Fashion': 4, 'Outdoor Activities': 3, 'Pets': 4, 'Family': 5}\n",
+      "{'Art': 5, 'Sports': 2, 'Politics': 4, 'Books': 2, 'Movies': 2, 'Technology': 3, 'Fashion': 3, 'Outdoor Activities': 2, 'Pets': 3, 'Family': 5}\n",
+      "{'Art': 4, 'Sports': 5, 'Politics': 3, 'Books': 1, 'Movies': 1, 'Technology': 1, 'Fashion': 4, 'Outdoor Activities': 4, 'Pets': 3, 'Family': 4}\n",
+      "{'Art': 4, 'Sports': 2, 'Politics': 1, 'Books': 2, 'Movies': 3, 'Technology': 3, 'Fashion': 1, 'Outdoor Activities': 3, 'Pets': 3, 'Family': 1}\n",
+      "{'Art': 4, 'Sports': 5, 'Politics': 4, 'Books': 1, 'Movies': 2, 'Technology': 2, 'Fashion': 1, 'Outdoor Activities': 2, 'Pets': 2, 'Family': 1}\n",
+      "{'Art': 1, 'Sports': 5, 'Politics': 3, 'Books': 2, 'Movies': 2, 'Technology': 4, 'Fashion': 4, 'Outdoor Activities': 4, 'Pets': 5, 'Family': 2}\n",
+      "{'Art': 1, 'Sports': 5, 'Politics': 2, 'Books': 5, 'Movies': 3, 'Technology': 5, 'Fashion': 5, 'Outdoor Activities': 3, 'Pets': 2, 'Family': 2}\n",
+      "{'Art': 2, 'Sports': 3, 'Politics': 3, 'Books': 3, 'Movies': 5, 'Technology': 1, 'Fashion': 1, 'Outdoor Activities': 3, 'Pets': 1, 'Family': 5}\n",
+      "{'Art': 5, 'Sports': 3, 'Politics': 1, 'Books': 4, 'Movies': 1, 'Technology': 4, 'Fashion': 5, 'Outdoor Activities': 5, 'Pets': 2, 'Family': 3}\n",
+      "{'Art': 1, 'Sports': 3, 'Politics': 1, 'Books': 5, 'Movies': 3, 'Technology': 2, 'Fashion': 1, 'Outdoor Activities': 1, 'Pets': 2, 'Family': 4}\n",
+      "{'Art': 4, 'Sports': 1, 'Politics': 4, 'Books': 4, 'Movies': 2, 'Technology': 3, 'Fashion': 2, 'Outdoor Activities': 4, 'Pets': 2, 'Family': 3}\n",
+      "{'Art': 3, 'Sports': 5, 'Politics': 4, 'Books': 1, 'Movies': 4, 'Technology': 5, 'Fashion': 2, 'Outdoor Activities': 5, 'Pets': 4, 'Family': 5}\n",
+      "{'Art': 2, 'Sports': 2, 'Politics': 3, 'Books': 2, 'Movies': 5, 'Technology': 2, 'Fashion': 2, 'Outdoor Activities': 1, 'Pets': 5, 'Family': 4}\n",
+      "{'Art': 4, 'Sports': 4, 'Politics': 1, 'Books': 1, 'Movies': 5, 'Technology': 4, 'Fashion': 5, 'Outdoor Activities': 2, 'Pets': 5, 'Family': 4}\n",
+      "{'Art': 5, 'Sports': 1, 'Politics': 3, 'Books': 5, 'Movies': 1, 'Technology': 4, 'Fashion': 2, 'Outdoor Activities': 1, 'Pets': 5, 'Family': 5}\n",
+      "{'Art': 5, 'Sports': 5, 'Politics': 5, 'Books': 3, 'Movies': 2, 'Technology': 3, 'Fashion': 3, 'Outdoor Activities': 4, 'Pets': 2, 'Family': 1}\n",
+      "{'Art': 1, 'Sports': 4, 'Politics': 5, 'Books': 3, 'Movies': 5, 'Technology': 3, 'Fashion': 3, 'Outdoor Activities': 4, 'Pets': 5, 'Family': 5}\n",
+      "{'Art': 5, 'Sports': 2, 'Politics': 2, 'Books': 3, 'Movies': 4, 'Technology': 1, 'Fashion': 4, 'Outdoor Activities': 2, 'Pets': 4, 'Family': 1}\n",
+      "{'Art': 4, 'Sports': 4, 'Politics': 2, 'Books': 4, 'Movies': 1, 'Technology': 3, 'Fashion': 4, 'Outdoor Activities': 2, 'Pets': 5, 'Family': 1}\n",
+      "{'Art': 5, 'Sports': 5, 'Politics': 2, 'Books': 4, 'Movies': 5, 'Technology': 2, 'Fashion': 2, 'Outdoor Activities': 3, 'Pets': 4, 'Family': 3}\n",
+      "{'Art': 5, 'Sports': 3, 'Politics': 4, 'Books': 1, 'Movies': 2, 'Technology': 2, 'Fashion': 2, 'Outdoor Activities': 2, 'Pets': 5, 'Family': 1}\n",
+      "{'Art': 5, 'Sports': 5, 'Politics': 5, 'Books': 5, 'Movies': 3, 'Technology': 3, 'Fashion': 5, 'Outdoor Activities': 4, 'Pets': 2, 'Family': 2}\n",
+      "{'Art': 2, 'Sports': 3, 'Politics': 1, 'Books': 1, 'Movies': 2, 'Technology': 3, 'Fashion': 2, 'Outdoor Activities': 5, 'Pets': 5, 'Family': 2}\n",
+      "{'Art': 5, 'Sports': 2, 'Politics': 3, 'Books': 1, 'Movies': 5, 'Technology': 1, 'Fashion': 2, 'Outdoor Activities': 1, 'Pets': 2, 'Family': 3}\n",
+      "{'Art': 1, 'Sports': 2, 'Politics': 1, 'Books': 5, 'Movies': 5, 'Technology': 2, 'Fashion': 1, 'Outdoor Activities': 2, 'Pets': 4, 'Family': 5}\n",
+      "{'Art': 5, 'Sports': 1, 'Politics': 5, 'Books': 2, 'Movies': 2, 'Technology': 5, 'Fashion': 1, 'Outdoor Activities': 4, 'Pets': 2, 'Family': 1}\n",
+      "{'Art': 5, 'Sports': 3, 'Politics': 1, 'Books': 2, 'Movies': 5, 'Technology': 2, 'Fashion': 3, 'Outdoor Activities': 4, 'Pets': 4, 'Family': 1}\n",
+      "{'Art': 4, 'Sports': 2, 'Politics': 4, 'Books': 3, 'Movies': 4, 'Technology': 2, 'Fashion': 3, 'Outdoor Activities': 5, 'Pets': 4, 'Family': 4}\n",
+      "{'Art': 3, 'Sports': 3, 'Politics': 1, 'Books': 3, 'Movies': 2, 'Technology': 1, 'Fashion': 3, 'Outdoor Activities': 5, 'Pets': 5, 'Family': 4}\n",
+      "{'Art': 4, 'Sports': 5, 'Politics': 5, 'Books': 3, 'Movies': 5, 'Technology': 3, 'Fashion': 1, 'Outdoor Activities': 2, 'Pets': 4, 'Family': 2}\n",
+      "{'Art': 2, 'Sports': 4, 'Politics': 4, 'Books': 1, 'Movies': 1, 'Technology': 1, 'Fashion': 2, 'Outdoor Activities': 1, 'Pets': 3, 'Family': 4}\n",
+      "{'Art': 3, 'Sports': 5, 'Politics': 5, 'Books': 1, 'Movies': 1, 'Technology': 3, 'Fashion': 4, 'Outdoor Activities': 2, 'Pets': 1, 'Family': 5}\n",
+      "{'Art': 2, 'Sports': 5, 'Politics': 5, 'Books': 2, 'Movies': 5, 'Technology': 2, 'Fashion': 1, 'Outdoor Activities': 4, 'Pets': 2, 'Family': 1}\n",
+      "{'Art': 3, 'Sports': 5, 'Politics': 4, 'Books': 1, 'Movies': 1, 'Technology': 5, 'Fashion': 5, 'Outdoor Activities': 1, 'Pets': 4, 'Family': 4}\n",
+      "{'Art': 5, 'Sports': 5, 'Politics': 3, 'Books': 5, 'Movies': 3, 'Technology': 1, 'Fashion': 5, 'Outdoor Activities': 5, 'Pets': 4, 'Family': 4}\n",
+      "{'Art': 3, 'Sports': 3, 'Politics': 5, 'Books': 3, 'Movies': 1, 'Technology': 1, 'Fashion': 3, 'Outdoor Activities': 1, 'Pets': 3, 'Family': 4}\n",
+      "{'Art': 1, 'Sports': 2, 'Politics': 1, 'Books': 1, 'Movies': 1, 'Technology': 3, 'Fashion': 1, 'Outdoor Activities': 2, 'Pets': 3, 'Family': 2}\n",
+      "{'Art': 1, 'Sports': 2, 'Politics': 4, 'Books': 1, 'Movies': 3, 'Technology': 1, 'Fashion': 1, 'Outdoor Activities': 2, 'Pets': 4, 'Family': 1}\n",
+      "{'Art': 4, 'Sports': 3, 'Politics': 2, 'Books': 3, 'Movies': 4, 'Technology': 1, 'Fashion': 1, 'Outdoor Activities': 5, 'Pets': 4, 'Family': 2}\n",
+      "{'Art': 5, 'Sports': 5, 'Politics': 3, 'Books': 1, 'Movies': 3, 'Technology': 2, 'Fashion': 4, 'Outdoor Activities': 4, 'Pets': 2, 'Family': 1}\n",
+      "{'Art': 1, 'Sports': 5, 'Politics': 3, 'Books': 5, 'Movies': 5, 'Technology': 5, 'Fashion': 2, 'Outdoor Activities': 2, 'Pets': 3, 'Family': 4}\n",
+      "{'Art': 2, 'Sports': 2, 'Politics': 1, 'Books': 1, 'Movies': 1, 'Technology': 5, 'Fashion': 3, 'Outdoor Activities': 3, 'Pets': 1, 'Family': 2}\n",
+      "{'Art': 2, 'Sports': 5, 'Politics': 4, 'Books': 3, 'Movies': 3, 'Technology': 3, 'Fashion': 3, 'Outdoor Activities': 4, 'Pets': 3, 'Family': 5}\n",
+      "{'Art': 4, 'Sports': 3, 'Politics': 2, 'Books': 3, 'Movies': 2, 'Technology': 5, 'Fashion': 5, 'Outdoor Activities': 5, 'Pets': 3, 'Family': 1}\n",
+      "{'Art': 2, 'Sports': 1, 'Politics': 2, 'Books': 1, 'Movies': 3, 'Technology': 5, 'Fashion': 1, 'Outdoor Activities': 2, 'Pets': 1, 'Family': 5}\n",
+      "{'Art': 4, 'Sports': 5, 'Politics': 2, 'Books': 2, 'Movies': 3, 'Technology': 5, 'Fashion': 5, 'Outdoor Activities': 3, 'Pets': 3, 'Family': 2}\n",
+      "{'Art': 3, 'Sports': 5, 'Politics': 4, 'Books': 3, 'Movies': 1, 'Technology': 4, 'Fashion': 3, 'Outdoor Activities': 2, 'Pets': 1, 'Family': 4}\n",
+      "{'Art': 2, 'Sports': 5, 'Politics': 2, 'Books': 3, 'Movies': 5, 'Technology': 5, 'Fashion': 3, 'Outdoor Activities': 5, 'Pets': 5, 'Family': 2}\n",
+      "{'Art': 4, 'Sports': 4, 'Politics': 2, 'Books': 2, 'Movies': 5, 'Technology': 1, 'Fashion': 1, 'Outdoor Activities': 1, 'Pets': 5, 'Family': 2}\n",
+      "{'Art': 5, 'Sports': 4, 'Politics': 1, 'Books': 2, 'Movies': 1, 'Technology': 1, 'Fashion': 4, 'Outdoor Activities': 5, 'Pets': 4, 'Family': 5}\n",
+      "{'Art': 2, 'Sports': 1, 'Politics': 4, 'Books': 2, 'Movies': 5, 'Technology': 5, 'Fashion': 3, 'Outdoor Activities': 3, 'Pets': 4, 'Family': 1}\n",
+      "{'Art': 2, 'Sports': 1, 'Politics': 3, 'Books': 5, 'Movies': 3, 'Technology': 3, 'Fashion': 2, 'Outdoor Activities': 2, 'Pets': 5, 'Family': 2}\n",
+      "{'Art': 5, 'Sports': 4, 'Politics': 3, 'Books': 1, 'Movies': 2, 'Technology': 3, 'Fashion': 2, 'Outdoor Activities': 3, 'Pets': 2, 'Family': 3}\n",
+      "{'Art': 3, 'Sports': 2, 'Politics': 5, 'Books': 3, 'Movies': 3, 'Technology': 3, 'Fashion': 2, 'Outdoor Activities': 1, 'Pets': 2, 'Family': 1}\n",
+      "{'Art': 5, 'Sports': 4, 'Politics': 1, 'Books': 3, 'Movies': 2, 'Technology': 5, 'Fashion': 2, 'Outdoor Activities': 1, 'Pets': 4, 'Family': 1}\n",
+      "{'Art': 4, 'Sports': 1, 'Politics': 2, 'Books': 5, 'Movies': 3, 'Technology': 1, 'Fashion': 1, 'Outdoor Activities': 2, 'Pets': 3, 'Family': 4}\n",
+      "{'Art': 2, 'Sports': 1, 'Politics': 5, 'Books': 5, 'Movies': 5, 'Technology': 3, 'Fashion': 2, 'Outdoor Activities': 2, 'Pets': 4, 'Family': 3}\n",
+      "{'Art': 1, 'Sports': 5, 'Politics': 3, 'Books': 4, 'Movies': 4, 'Technology': 5, 'Fashion': 4, 'Outdoor Activities': 4, 'Pets': 3, 'Family': 1}\n",
+      "{'Art': 4, 'Sports': 1, 'Politics': 2, 'Books': 4, 'Movies': 3, 'Technology': 2, 'Fashion': 4, 'Outdoor Activities': 3, 'Pets': 3, 'Family': 2}\n",
+      "{'Art': 5, 'Sports': 1, 'Politics': 1, 'Books': 1, 'Movies': 3, 'Technology': 3, 'Fashion': 5, 'Outdoor Activities': 4, 'Pets': 3, 'Family': 4}\n",
+      "{'Art': 3, 'Sports': 3, 'Politics': 3, 'Books': 2, 'Movies': 3, 'Technology': 4, 'Fashion': 1, 'Outdoor Activities': 3, 'Pets': 5, 'Family': 4}\n",
+      "{'Art': 4, 'Sports': 3, 'Politics': 2, 'Books': 2, 'Movies': 2, 'Technology': 2, 'Fashion': 1, 'Outdoor Activities': 1, 'Pets': 5, 'Family': 3}\n",
+      "{'Art': 4, 'Sports': 1, 'Politics': 4, 'Books': 2, 'Movies': 4, 'Technology': 2, 'Fashion': 3, 'Outdoor Activities': 2, 'Pets': 2, 'Family': 4}\n",
+      "{'Art': 5, 'Sports': 1, 'Politics': 1, 'Books': 2, 'Movies': 3, 'Technology': 1, 'Fashion': 1, 'Outdoor Activities': 5, 'Pets': 3, 'Family': 5}\n",
+      "{'Art': 2, 'Sports': 2, 'Politics': 5, 'Books': 1, 'Movies': 1, 'Technology': 4, 'Fashion': 4, 'Outdoor Activities': 2, 'Pets': 5, 'Family': 1}\n",
+      "{'Art': 1, 'Sports': 3, 'Politics': 5, 'Books': 1, 'Movies': 2, 'Technology': 2, 'Fashion': 3, 'Outdoor Activities': 1, 'Pets': 1, 'Family': 1}\n",
+      "{'Art': 1, 'Sports': 4, 'Politics': 3, 'Books': 1, 'Movies': 3, 'Technology': 5, 'Fashion': 2, 'Outdoor Activities': 2, 'Pets': 1, 'Family': 2}\n",
+      "{'Art': 2, 'Sports': 5, 'Politics': 1, 'Books': 5, 'Movies': 3, 'Technology': 4, 'Fashion': 1, 'Outdoor Activities': 3, 'Pets': 5, 'Family': 3}\n",
+      "{'Art': 3, 'Sports': 1, 'Politics': 2, 'Books': 4, 'Movies': 5, 'Technology': 3, 'Fashion': 2, 'Outdoor Activities': 2, 'Pets': 4, 'Family': 4}\n",
+      "{'Art': 1, 'Sports': 4, 'Politics': 4, 'Books': 5, 'Movies': 3, 'Technology': 2, 'Fashion': 1, 'Outdoor Activities': 2, 'Pets': 1, 'Family': 1}\n",
+      "{'Art': 1, 'Sports': 4, 'Politics': 2, 'Books': 1, 'Movies': 4, 'Technology': 2, 'Fashion': 2, 'Outdoor Activities': 1, 'Pets': 5, 'Family': 5}\n",
+      "{'Art': 2, 'Sports': 2, 'Politics': 2, 'Books': 3, 'Movies': 1, 'Technology': 1, 'Fashion': 3, 'Outdoor Activities': 3, 'Pets': 3, 'Family': 3}\n",
+      "{'Art': 3, 'Sports': 1, 'Politics': 5, 'Books': 2, 'Movies': 3, 'Technology': 1, 'Fashion': 3, 'Outdoor Activities': 4, 'Pets': 5, 'Family': 2}\n",
+      "{'Art': 1, 'Sports': 5, 'Politics': 2, 'Books': 4, 'Movies': 5, 'Technology': 4, 'Fashion': 2, 'Outdoor Activities': 2, 'Pets': 1, 'Family': 5}\n",
+      "{'Art': 4, 'Sports': 4, 'Politics': 4, 'Books': 1, 'Movies': 3, 'Technology': 4, 'Fashion': 2, 'Outdoor Activities': 1, 'Pets': 4, 'Family': 5}\n",
+      "{'Art': 2, 'Sports': 4, 'Politics': 1, 'Books': 1, 'Movies': 5, 'Technology': 1, 'Fashion': 4, 'Outdoor Activities': 4, 'Pets': 1, 'Family': 5}\n",
+      "{'Art': 1, 'Sports': 4, 'Politics': 5, 'Books': 1, 'Movies': 3, 'Technology': 5, 'Fashion': 5, 'Outdoor Activities': 1, 'Pets': 2, 'Family': 3}\n",
+      "{'Art': 5, 'Sports': 3, 'Politics': 3, 'Books': 5, 'Movies': 3, 'Technology': 5, 'Fashion': 1, 'Outdoor Activities': 1, 'Pets': 3, 'Family': 3}\n",
+      "{'Art': 4, 'Sports': 3, 'Politics': 1, 'Books': 4, 'Movies': 3, 'Technology': 3, 'Fashion': 1, 'Outdoor Activities': 3, 'Pets': 2, 'Family': 5}\n",
+      "{'Art': 1, 'Sports': 1, 'Politics': 3, 'Books': 2, 'Movies': 3, 'Technology': 3, 'Fashion': 1, 'Outdoor Activities': 4, 'Pets': 3, 'Family': 5}\n",
+      "{'Art': 4, 'Sports': 3, 'Politics': 2, 'Books': 5, 'Movies': 4, 'Technology': 5, 'Fashion': 3, 'Outdoor Activities': 4, 'Pets': 2, 'Family': 5}\n",
+      "{'Art': 3, 'Sports': 1, 'Politics': 3, 'Books': 2, 'Movies': 2, 'Technology': 5, 'Fashion': 3, 'Outdoor Activities': 2, 'Pets': 4, 'Family': 1}\n",
+      "{'Art': 4, 'Sports': 5, 'Politics': 1, 'Books': 4, 'Movies': 4, 'Technology': 1, 'Fashion': 2, 'Outdoor Activities': 5, 'Pets': 5, 'Family': 5}\n",
+      "{'Art': 5, 'Sports': 1, 'Politics': 5, 'Books': 3, 'Movies': 4, 'Technology': 5, 'Fashion': 3, 'Outdoor Activities': 4, 'Pets': 4, 'Family': 1}\n",
+      "{'Art': 3, 'Sports': 4, 'Politics': 1, 'Books': 3, 'Movies': 2, 'Technology': 3, 'Fashion': 3, 'Outdoor Activities': 5, 'Pets': 1, 'Family': 2}\n",
+      "{'Art': 1, 'Sports': 4, 'Politics': 5, 'Books': 2, 'Movies': 4, 'Technology': 2, 'Fashion': 1, 'Outdoor Activities': 4, 'Pets': 2, 'Family': 3}\n",
+      "{'Art': 5, 'Sports': 5, 'Politics': 4, 'Books': 1, 'Movies': 5, 'Technology': 1, 'Fashion': 1, 'Outdoor Activities': 4, 'Pets': 5, 'Family': 3}\n",
+      "{'Art': 1, 'Sports': 1, 'Politics': 5, 'Books': 4, 'Movies': 1, 'Technology': 1, 'Fashion': 5, 'Outdoor Activities': 4, 'Pets': 3, 'Family': 4}\n",
+      "{'Art': 2, 'Sports': 3, 'Politics': 5, 'Books': 3, 'Movies': 1, 'Technology': 5, 'Fashion': 3, 'Outdoor Activities': 2, 'Pets': 1, 'Family': 1}\n",
+      "{'Art': 5, 'Sports': 4, 'Politics': 5, 'Books': 2, 'Movies': 2, 'Technology': 2, 'Fashion': 1, 'Outdoor Activities': 1, 'Pets': 1, 'Family': 5}\n",
+      "{'Art': 3, 'Sports': 4, 'Politics': 5, 'Books': 2, 'Movies': 5, 'Technology': 3, 'Fashion': 5, 'Outdoor Activities': 2, 'Pets': 3, 'Family': 4}\n",
+      "{'Art': 5, 'Sports': 2, 'Politics': 1, 'Books': 4, 'Movies': 3, 'Technology': 1, 'Fashion': 5, 'Outdoor Activities': 4, 'Pets': 1, 'Family': 3}\n",
+      "{'Art': 5, 'Sports': 5, 'Politics': 1, 'Books': 2, 'Movies': 4, 'Technology': 3, 'Fashion': 3, 'Outdoor Activities': 2, 'Pets': 3, 'Family': 3}\n",
+      "{'Art': 4, 'Sports': 1, 'Politics': 4, 'Books': 3, 'Movies': 1, 'Technology': 3, 'Fashion': 2, 'Outdoor Activities': 3, 'Pets': 3, 'Family': 3}\n",
+      "{'Art': 3, 'Sports': 4, 'Politics': 2, 'Books': 1, 'Movies': 3, 'Technology': 5, 'Fashion': 5, 'Outdoor Activities': 4, 'Pets': 5, 'Family': 2}\n",
+      "{'Art': 5, 'Sports': 2, 'Politics': 2, 'Books': 1, 'Movies': 2, 'Technology': 3, 'Fashion': 1, 'Outdoor Activities': 4, 'Pets': 5, 'Family': 5}\n",
+      "{'Art': 3, 'Sports': 4, 'Politics': 1, 'Books': 3, 'Movies': 3, 'Technology': 2, 'Fashion': 1, 'Outdoor Activities': 3, 'Pets': 1, 'Family': 5}\n",
+      "{'Art': 1, 'Sports': 3, 'Politics': 3, 'Books': 3, 'Movies': 4, 'Technology': 1, 'Fashion': 1, 'Outdoor Activities': 1, 'Pets': 3, 'Family': 5}\n",
+      "{'Art': 3, 'Sports': 3, 'Politics': 4, 'Books': 4, 'Movies': 2, 'Technology': 5, 'Fashion': 3, 'Outdoor Activities': 1, 'Pets': 3, 'Family': 5}\n",
+      "{'Art': 1, 'Sports': 5, 'Politics': 2, 'Books': 3, 'Movies': 1, 'Technology': 4, 'Fashion': 3, 'Outdoor Activities': 4, 'Pets': 5, 'Family': 5}\n",
+      "{'Art': 4, 'Sports': 3, 'Politics': 5, 'Books': 5, 'Movies': 4, 'Technology': 2, 'Fashion': 2, 'Outdoor Activities': 1, 'Pets': 5, 'Family': 1}\n",
+      "{'Art': 3, 'Sports': 3, 'Politics': 2, 'Books': 5, 'Movies': 4, 'Technology': 1, 'Fashion': 4, 'Outdoor Activities': 2, 'Pets': 4, 'Family': 3}\n",
+      "{'Art': 3, 'Sports': 2, 'Politics': 2, 'Books': 1, 'Movies': 3, 'Technology': 1, 'Fashion': 2, 'Outdoor Activities': 5, 'Pets': 5, 'Family': 2}\n",
+      "{'Art': 3, 'Sports': 5, 'Politics': 4, 'Books': 3, 'Movies': 2, 'Technology': 2, 'Fashion': 5, 'Outdoor Activities': 3, 'Pets': 4, 'Family': 4}\n",
+      "{'Art': 5, 'Sports': 4, 'Politics': 2, 'Books': 2, 'Movies': 4, 'Technology': 5, 'Fashion': 1, 'Outdoor Activities': 3, 'Pets': 3, 'Family': 5}\n",
+      "{'Art': 4, 'Sports': 5, 'Politics': 4, 'Books': 5, 'Movies': 3, 'Technology': 1, 'Fashion': 3, 'Outdoor Activities': 4, 'Pets': 2, 'Family': 3}\n",
+      "{'Art': 1, 'Sports': 4, 'Politics': 4, 'Books': 2, 'Movies': 4, 'Technology': 2, 'Fashion': 4, 'Outdoor Activities': 4, 'Pets': 1, 'Family': 4}\n",
+      "{'Art': 1, 'Sports': 5, 'Politics': 3, 'Books': 3, 'Movies': 3, 'Technology': 1, 'Fashion': 3, 'Outdoor Activities': 3, 'Pets': 3, 'Family': 1}\n",
+      "{'Art': 1, 'Sports': 4, 'Politics': 5, 'Books': 5, 'Movies': 5, 'Technology': 5, 'Fashion': 5, 'Outdoor Activities': 1, 'Pets': 1, 'Family': 5}\n",
+      "{'Art': 2, 'Sports': 1, 'Politics': 4, 'Books': 5, 'Movies': 3, 'Technology': 1, 'Fashion': 5, 'Outdoor Activities': 5, 'Pets': 4, 'Family': 1}\n",
+      "{'Art': 5, 'Sports': 1, 'Politics': 5, 'Books': 4, 'Movies': 2, 'Technology': 2, 'Fashion': 2, 'Outdoor Activities': 2, 'Pets': 5, 'Family': 2}\n",
+      "{'Art': 1, 'Sports': 4, 'Politics': 3, 'Books': 1, 'Movies': 4, 'Technology': 3, 'Fashion': 2, 'Outdoor Activities': 4, 'Pets': 5, 'Family': 3}\n",
+      "{'Art': 5, 'Sports': 3, 'Politics': 1, 'Books': 4, 'Movies': 1, 'Technology': 5, 'Fashion': 1, 'Outdoor Activities': 1, 'Pets': 2, 'Family': 1}\n",
+      "{'Art': 4, 'Sports': 3, 'Politics': 2, 'Books': 5, 'Movies': 1, 'Technology': 3, 'Fashion': 3, 'Outdoor Activities': 1, 'Pets': 4, 'Family': 1}\n",
+      "{'Art': 4, 'Sports': 3, 'Politics': 1, 'Books': 2, 'Movies': 2, 'Technology': 5, 'Fashion': 1, 'Outdoor Activities': 4, 'Pets': 1, 'Family': 1}\n",
+      "{'Art': 1, 'Sports': 3, 'Politics': 5, 'Books': 5, 'Movies': 4, 'Technology': 4, 'Fashion': 3, 'Outdoor Activities': 4, 'Pets': 4, 'Family': 3}\n",
+      "{'Art': 1, 'Sports': 4, 'Politics': 2, 'Books': 5, 'Movies': 4, 'Technology': 4, 'Fashion': 4, 'Outdoor Activities': 2, 'Pets': 2, 'Family': 5}\n",
+      "{'Art': 1, 'Sports': 4, 'Politics': 5, 'Books': 1, 'Movies': 5, 'Technology': 3, 'Fashion': 4, 'Outdoor Activities': 2, 'Pets': 5, 'Family': 5}\n",
+      "{'Art': 1, 'Sports': 2, 'Politics': 3, 'Books': 4, 'Movies': 1, 'Technology': 4, 'Fashion': 5, 'Outdoor Activities': 2, 'Pets': 4, 'Family': 5}\n",
+      "{'Art': 2, 'Sports': 1, 'Politics': 2, 'Books': 5, 'Movies': 3, 'Technology': 3, 'Fashion': 2, 'Outdoor Activities': 4, 'Pets': 2, 'Family': 3}\n",
+      "{'Art': 4, 'Sports': 5, 'Politics': 5, 'Books': 2, 'Movies': 1, 'Technology': 5, 'Fashion': 5, 'Outdoor Activities': 2, 'Pets': 5, 'Family': 1}\n",
+      "{'Art': 5, 'Sports': 1, 'Politics': 2, 'Books': 4, 'Movies': 3, 'Technology': 1, 'Fashion': 4, 'Outdoor Activities': 1, 'Pets': 3, 'Family': 4}\n",
+      "{'Art': 3, 'Sports': 3, 'Politics': 4, 'Books': 1, 'Movies': 4, 'Technology': 4, 'Fashion': 3, 'Outdoor Activities': 4, 'Pets': 4, 'Family': 5}\n",
+      "{'Art': 1, 'Sports': 5, 'Politics': 5, 'Books': 2, 'Movies': 3, 'Technology': 4, 'Fashion': 5, 'Outdoor Activities': 2, 'Pets': 4, 'Family': 5}\n",
+      "{'Art': 4, 'Sports': 3, 'Politics': 4, 'Books': 1, 'Movies': 5, 'Technology': 4, 'Fashion': 2, 'Outdoor Activities': 2, 'Pets': 1, 'Family': 2}\n",
+      "{'Art': 3, 'Sports': 5, 'Politics': 1, 'Books': 3, 'Movies': 5, 'Technology': 1, 'Fashion': 2, 'Outdoor Activities': 2, 'Pets': 5, 'Family': 5}\n",
+      "{'Art': 3, 'Sports': 3, 'Politics': 5, 'Books': 2, 'Movies': 4, 'Technology': 3, 'Fashion': 5, 'Outdoor Activities': 5, 'Pets': 5, 'Family': 3}\n",
+      "{'Art': 5, 'Sports': 1, 'Politics': 1, 'Books': 1, 'Movies': 3, 'Technology': 3, 'Fashion': 2, 'Outdoor Activities': 5, 'Pets': 4, 'Family': 1}\n",
+      "{'Art': 2, 'Sports': 1, 'Politics': 2, 'Books': 4, 'Movies': 4, 'Technology': 5, 'Fashion': 3, 'Outdoor Activities': 5, 'Pets': 1, 'Family': 3}\n",
+      "{'Art': 5, 'Sports': 3, 'Politics': 2, 'Books': 1, 'Movies': 3, 'Technology': 1, 'Fashion': 3, 'Outdoor Activities': 5, 'Pets': 3, 'Family': 2}\n",
+      "{'Art': 4, 'Sports': 2, 'Politics': 5, 'Books': 1, 'Movies': 4, 'Technology': 2, 'Fashion': 2, 'Outdoor Activities': 1, 'Pets': 2, 'Family': 2}\n",
+      "{'Art': 5, 'Sports': 1, 'Politics': 4, 'Books': 1, 'Movies': 5, 'Technology': 2, 'Fashion': 4, 'Outdoor Activities': 5, 'Pets': 3, 'Family': 3}\n",
+      "{'Art': 1, 'Sports': 3, 'Politics': 2, 'Books': 2, 'Movies': 1, 'Technology': 5, 'Fashion': 5, 'Outdoor Activities': 4, 'Pets': 4, 'Family': 1}\n",
+      "{'Art': 1, 'Sports': 1, 'Politics': 3, 'Books': 4, 'Movies': 2, 'Technology': 3, 'Fashion': 4, 'Outdoor Activities': 3, 'Pets': 1, 'Family': 5}\n",
+      "{'Art': 5, 'Sports': 4, 'Politics': 3, 'Books': 5, 'Movies': 1, 'Technology': 3, 'Fashion': 1, 'Outdoor Activities': 3, 'Pets': 5, 'Family': 1}\n",
+      "{'Art': 1, 'Sports': 2, 'Politics': 3, 'Books': 2, 'Movies': 4, 'Technology': 1, 'Fashion': 3, 'Outdoor Activities': 2, 'Pets': 4, 'Family': 2}\n",
+      "{'Art': 4, 'Sports': 4, 'Politics': 5, 'Books': 4, 'Movies': 1, 'Technology': 3, 'Fashion': 3, 'Outdoor Activities': 1, 'Pets': 5, 'Family': 3}\n",
+      "{'Art': 2, 'Sports': 2, 'Politics': 4, 'Books': 3, 'Movies': 3, 'Technology': 5, 'Fashion': 1, 'Outdoor Activities': 3, 'Pets': 1, 'Family': 5}\n",
+      "{'Art': 3, 'Sports': 4, 'Politics': 1, 'Books': 1, 'Movies': 5, 'Technology': 1, 'Fashion': 1, 'Outdoor Activities': 4, 'Pets': 2, 'Family': 5}\n",
+      "{'Art': 2, 'Sports': 3, 'Politics': 3, 'Books': 2, 'Movies': 1, 'Technology': 2, 'Fashion': 3, 'Outdoor Activities': 2, 'Pets': 4, 'Family': 5}\n",
+      "{'Art': 4, 'Sports': 5, 'Politics': 4, 'Books': 2, 'Movies': 1, 'Technology': 3, 'Fashion': 1, 'Outdoor Activities': 5, 'Pets': 3, 'Family': 2}\n",
+      "{'Art': 5, 'Sports': 3, 'Politics': 5, 'Books': 2, 'Movies': 5, 'Technology': 2, 'Fashion': 5, 'Outdoor Activities': 5, 'Pets': 1, 'Family': 3}\n",
+      "{'Art': 2, 'Sports': 4, 'Politics': 5, 'Books': 3, 'Movies': 4, 'Technology': 3, 'Fashion': 4, 'Outdoor Activities': 3, 'Pets': 2, 'Family': 3}\n",
+      "{'Art': 4, 'Sports': 2, 'Politics': 3, 'Books': 4, 'Movies': 3, 'Technology': 2, 'Fashion': 2, 'Outdoor Activities': 2, 'Pets': 5, 'Family': 1}\n",
+      "{'Art': 5, 'Sports': 1, 'Politics': 1, 'Books': 3, 'Movies': 1, 'Technology': 3, 'Fashion': 4, 'Outdoor Activities': 4, 'Pets': 2, 'Family': 1}\n",
+      "{'Art': 3, 'Sports': 3, 'Politics': 2, 'Books': 2, 'Movies': 3, 'Technology': 4, 'Fashion': 5, 'Outdoor Activities': 2, 'Pets': 4, 'Family': 4}\n",
+      "{'Art': 4, 'Sports': 3, 'Politics': 3, 'Books': 4, 'Movies': 4, 'Technology': 4, 'Fashion': 5, 'Outdoor Activities': 5, 'Pets': 2, 'Family': 1}\n",
+      "{'Art': 5, 'Sports': 5, 'Politics': 1, 'Books': 3, 'Movies': 5, 'Technology': 5, 'Fashion': 2, 'Outdoor Activities': 1, 'Pets': 2, 'Family': 5}\n",
+      "{'Art': 2, 'Sports': 4, 'Politics': 1, 'Books': 2, 'Movies': 2, 'Technology': 4, 'Fashion': 5, 'Outdoor Activities': 5, 'Pets': 5, 'Family': 4}\n",
+      "{'Art': 5, 'Sports': 5, 'Politics': 5, 'Books': 4, 'Movies': 1, 'Technology': 5, 'Fashion': 2, 'Outdoor Activities': 3, 'Pets': 2, 'Family': 3}\n",
+      "{'Art': 2, 'Sports': 3, 'Politics': 1, 'Books': 5, 'Movies': 4, 'Technology': 2, 'Fashion': 5, 'Outdoor Activities': 4, 'Pets': 5, 'Family': 3}\n",
+      "{'Art': 5, 'Sports': 3, 'Politics': 1, 'Books': 3, 'Movies': 5, 'Technology': 5, 'Fashion': 4, 'Outdoor Activities': 1, 'Pets': 5, 'Family': 1}\n",
+      "{'Art': 3, 'Sports': 2, 'Politics': 5, 'Books': 5, 'Movies': 5, 'Technology': 5, 'Fashion': 5, 'Outdoor Activities': 4, 'Pets': 3, 'Family': 1}\n",
+      "{'Art': 2, 'Sports': 1, 'Politics': 3, 'Books': 3, 'Movies': 4, 'Technology': 1, 'Fashion': 2, 'Outdoor Activities': 5, 'Pets': 3, 'Family': 3}\n",
+      "{'Art': 3, 'Sports': 3, 'Politics': 5, 'Books': 5, 'Movies': 3, 'Technology': 1, 'Fashion': 4, 'Outdoor Activities': 1, 'Pets': 3, 'Family': 2}\n",
+      "{'Art': 2, 'Sports': 1, 'Politics': 3, 'Books': 1, 'Movies': 5, 'Technology': 3, 'Fashion': 3, 'Outdoor Activities': 5, 'Pets': 2, 'Family': 1}\n",
+      "{'Art': 4, 'Sports': 2, 'Politics': 5, 'Books': 4, 'Movies': 4, 'Technology': 1, 'Fashion': 2, 'Outdoor Activities': 3, 'Pets': 2, 'Family': 3}\n",
+      "{'Art': 1, 'Sports': 5, 'Politics': 5, 'Books': 5, 'Movies': 2, 'Technology': 4, 'Fashion': 1, 'Outdoor Activities': 3, 'Pets': 5, 'Family': 1}\n",
+      "{'Art': 1, 'Sports': 3, 'Politics': 4, 'Books': 4, 'Movies': 1, 'Technology': 5, 'Fashion': 2, 'Outdoor Activities': 4, 'Pets': 3, 'Family': 4}\n",
+      "{'Art': 5, 'Sports': 3, 'Politics': 1, 'Books': 4, 'Movies': 3, 'Technology': 2, 'Fashion': 4, 'Outdoor Activities': 1, 'Pets': 1, 'Family': 2}\n",
+      "{'Art': 1, 'Sports': 1, 'Politics': 3, 'Books': 4, 'Movies': 3, 'Technology': 4, 'Fashion': 4, 'Outdoor Activities': 2, 'Pets': 1, 'Family': 5}\n",
+      "{'Art': 2, 'Sports': 3, 'Politics': 5, 'Books': 2, 'Movies': 2, 'Technology': 1, 'Fashion': 2, 'Outdoor Activities': 2, 'Pets': 5, 'Family': 4}\n",
+      "{'Art': 5, 'Sports': 2, 'Politics': 5, 'Books': 5, 'Movies': 1, 'Technology': 3, 'Fashion': 3, 'Outdoor Activities': 4, 'Pets': 2, 'Family': 5}\n",
+      "{'Art': 3, 'Sports': 3, 'Politics': 4, 'Books': 1, 'Movies': 3, 'Technology': 4, 'Fashion': 4, 'Outdoor Activities': 4, 'Pets': 3, 'Family': 4}\n",
+      "{'Art': 3, 'Sports': 1, 'Politics': 5, 'Books': 1, 'Movies': 1, 'Technology': 2, 'Fashion': 4, 'Outdoor Activities': 4, 'Pets': 4, 'Family': 1}\n",
+      "{'Art': 2, 'Sports': 5, 'Politics': 1, 'Books': 3, 'Movies': 4, 'Technology': 2, 'Fashion': 1, 'Outdoor Activities': 1, 'Pets': 3, 'Family': 3}\n",
+      "{'Art': 2, 'Sports': 4, 'Politics': 2, 'Books': 5, 'Movies': 3, 'Technology': 1, 'Fashion': 3, 'Outdoor Activities': 5, 'Pets': 3, 'Family': 1}\n",
+      "{'Art': 5, 'Sports': 4, 'Politics': 5, 'Books': 4, 'Movies': 4, 'Technology': 3, 'Fashion': 3, 'Outdoor Activities': 3, 'Pets': 5, 'Family': 2}\n",
+      "{'Art': 1, 'Sports': 4, 'Politics': 2, 'Books': 5, 'Movies': 2, 'Technology': 5, 'Fashion': 5, 'Outdoor Activities': 5, 'Pets': 1, 'Family': 2}\n",
+      "{'Art': 2, 'Sports': 5, 'Politics': 3, 'Books': 1, 'Movies': 2, 'Technology': 1, 'Fashion': 3, 'Outdoor Activities': 3, 'Pets': 3, 'Family': 3}\n",
+      "{'Art': 2, 'Sports': 5, 'Politics': 1, 'Books': 1, 'Movies': 4, 'Technology': 4, 'Fashion': 2, 'Outdoor Activities': 3, 'Pets': 4, 'Family': 3}\n",
+      "{'Art': 1, 'Sports': 4, 'Politics': 2, 'Books': 3, 'Movies': 5, 'Technology': 2, 'Fashion': 2, 'Outdoor Activities': 3, 'Pets': 4, 'Family': 2}\n",
+      "{'Art': 5, 'Sports': 5, 'Politics': 1, 'Books': 3, 'Movies': 5, 'Technology': 5, 'Fashion': 4, 'Outdoor Activities': 4, 'Pets': 3, 'Family': 4}\n",
+      "{'Art': 4, 'Sports': 5, 'Politics': 2, 'Books': 3, 'Movies': 3, 'Technology': 5, 'Fashion': 3, 'Outdoor Activities': 5, 'Pets': 5, 'Family': 1}\n",
+      "{'Art': 5, 'Sports': 2, 'Politics': 1, 'Books': 2, 'Movies': 4, 'Technology': 1, 'Fashion': 4, 'Outdoor Activities': 5, 'Pets': 5, 'Family': 4}\n",
+      "{'Art': 2, 'Sports': 4, 'Politics': 2, 'Books': 2, 'Movies': 2, 'Technology': 2, 'Fashion': 1, 'Outdoor Activities': 5, 'Pets': 1, 'Family': 1}\n",
+      "{'Art': 2, 'Sports': 1, 'Politics': 5, 'Books': 1, 'Movies': 3, 'Technology': 2, 'Fashion': 2, 'Outdoor Activities': 3, 'Pets': 1, 'Family': 2}\n",
+      "{'Art': 4, 'Sports': 1, 'Politics': 2, 'Books': 1, 'Movies': 5, 'Technology': 4, 'Fashion': 5, 'Outdoor Activities': 1, 'Pets': 1, 'Family': 2}\n",
+      "{'Art': 2, 'Sports': 3, 'Politics': 4, 'Books': 4, 'Movies': 1, 'Technology': 3, 'Fashion': 2, 'Outdoor Activities': 3, 'Pets': 2, 'Family': 2}\n",
+      "{'Art': 1, 'Sports': 2, 'Politics': 5, 'Books': 1, 'Movies': 5, 'Technology': 3, 'Fashion': 2, 'Outdoor Activities': 5, 'Pets': 2, 'Family': 2}\n",
+      "{'Art': 2, 'Sports': 1, 'Politics': 4, 'Books': 4, 'Movies': 5, 'Technology': 4, 'Fashion': 3, 'Outdoor Activities': 2, 'Pets': 1, 'Family': 4}\n",
+      "{'Art': 1, 'Sports': 3, 'Politics': 1, 'Books': 3, 'Movies': 2, 'Technology': 2, 'Fashion': 4, 'Outdoor Activities': 4, 'Pets': 2, 'Family': 2}\n",
+      "{'Art': 4, 'Sports': 1, 'Politics': 3, 'Books': 2, 'Movies': 3, 'Technology': 2, 'Fashion': 2, 'Outdoor Activities': 5, 'Pets': 5, 'Family': 2}\n",
+      "{'Art': 1, 'Sports': 1, 'Politics': 2, 'Books': 5, 'Movies': 4, 'Technology': 2, 'Fashion': 2, 'Outdoor Activities': 2, 'Pets': 2, 'Family': 3}\n",
+      "{'Art': 2, 'Sports': 3, 'Politics': 5, 'Books': 1, 'Movies': 2, 'Technology': 1, 'Fashion': 5, 'Outdoor Activities': 4, 'Pets': 2, 'Family': 3}\n",
+      "{'Art': 5, 'Sports': 3, 'Politics': 1, 'Books': 2, 'Movies': 1, 'Technology': 3, 'Fashion': 5, 'Outdoor Activities': 1, 'Pets': 5, 'Family': 4}\n",
+      "{'Art': 1, 'Sports': 2, 'Politics': 5, 'Books': 5, 'Movies': 1, 'Technology': 3, 'Fashion': 3, 'Outdoor Activities': 5, 'Pets': 4, 'Family': 4}\n",
+      "{'Art': 1, 'Sports': 3, 'Politics': 4, 'Books': 2, 'Movies': 4, 'Technology': 1, 'Fashion': 5, 'Outdoor Activities': 3, 'Pets': 3, 'Family': 2}\n",
+      "{'Art': 2, 'Sports': 4, 'Politics': 2, 'Books': 2, 'Movies': 2, 'Technology': 5, 'Fashion': 1, 'Outdoor Activities': 4, 'Pets': 2, 'Family': 3}\n",
+      "{'Art': 1, 'Sports': 4, 'Politics': 5, 'Books': 5, 'Movies': 3, 'Technology': 4, 'Fashion': 5, 'Outdoor Activities': 1, 'Pets': 5, 'Family': 1}\n",
+      "{'Art': 1, 'Sports': 5, 'Politics': 3, 'Books': 4, 'Movies': 4, 'Technology': 1, 'Fashion': 1, 'Outdoor Activities': 1, 'Pets': 1, 'Family': 5}\n",
+      "{'Art': 4, 'Sports': 5, 'Politics': 4, 'Books': 1, 'Movies': 2, 'Technology': 3, 'Fashion': 4, 'Outdoor Activities': 5, 'Pets': 1, 'Family': 4}\n",
+      "{'Art': 2, 'Sports': 4, 'Politics': 3, 'Books': 5, 'Movies': 2, 'Technology': 5, 'Fashion': 3, 'Outdoor Activities': 5, 'Pets': 1, 'Family': 2}\n",
+      "{'Art': 1, 'Sports': 5, 'Politics': 3, 'Books': 4, 'Movies': 1, 'Technology': 2, 'Fashion': 2, 'Outdoor Activities': 5, 'Pets': 4, 'Family': 4}\n",
+      "{'Art': 3, 'Sports': 1, 'Politics': 4, 'Books': 3, 'Movies': 5, 'Technology': 1, 'Fashion': 1, 'Outdoor Activities': 1, 'Pets': 5, 'Family': 2}\n",
+      "{'Art': 3, 'Sports': 4, 'Politics': 4, 'Books': 5, 'Movies': 3, 'Technology': 3, 'Fashion': 4, 'Outdoor Activities': 1, 'Pets': 5, 'Family': 5}\n",
+      "{'Art': 5, 'Sports': 4, 'Politics': 4, 'Books': 4, 'Movies': 4, 'Technology': 2, 'Fashion': 3, 'Outdoor Activities': 1, 'Pets': 4, 'Family': 4}\n",
+      "{'Art': 2, 'Sports': 3, 'Politics': 4, 'Books': 4, 'Movies': 2, 'Technology': 5, 'Fashion': 2, 'Outdoor Activities': 2, 'Pets': 3, 'Family': 1}\n",
+      "{'Art': 2, 'Sports': 4, 'Politics': 2, 'Books': 2, 'Movies': 5, 'Technology': 5, 'Fashion': 5, 'Outdoor Activities': 4, 'Pets': 4, 'Family': 5}\n",
+      "{'Art': 2, 'Sports': 2, 'Politics': 2, 'Books': 4, 'Movies': 2, 'Technology': 3, 'Fashion': 2, 'Outdoor Activities': 3, 'Pets': 5, 'Family': 4}\n",
+      "{'Art': 2, 'Sports': 3, 'Politics': 3, 'Books': 1, 'Movies': 2, 'Technology': 2, 'Fashion': 1, 'Outdoor Activities': 5, 'Pets': 2, 'Family': 3}\n",
+      "{'Art': 5, 'Sports': 5, 'Politics': 2, 'Books': 3, 'Movies': 3, 'Technology': 5, 'Fashion': 5, 'Outdoor Activities': 2, 'Pets': 4, 'Family': 3}\n",
+      "{'Art': 2, 'Sports': 2, 'Politics': 1, 'Books': 1, 'Movies': 2, 'Technology': 3, 'Fashion': 3, 'Outdoor Activities': 5, 'Pets': 2, 'Family': 4}\n",
+      "{'Art': 1, 'Sports': 2, 'Politics': 5, 'Books': 4, 'Movies': 4, 'Technology': 5, 'Fashion': 2, 'Outdoor Activities': 1, 'Pets': 5, 'Family': 3}\n",
+      "{'Art': 3, 'Sports': 1, 'Politics': 4, 'Books': 1, 'Movies': 2, 'Technology': 2, 'Fashion': 4, 'Outdoor Activities': 2, 'Pets': 5, 'Family': 1}\n",
+      "{'Art': 1, 'Sports': 3, 'Politics': 5, 'Books': 1, 'Movies': 4, 'Technology': 2, 'Fashion': 1, 'Outdoor Activities': 3, 'Pets': 2, 'Family': 2}\n",
+      "{'Art': 3, 'Sports': 5, 'Politics': 3, 'Books': 5, 'Movies': 5, 'Technology': 2, 'Fashion': 3, 'Outdoor Activities': 3, 'Pets': 1, 'Family': 5}\n",
+      "{'Art': 5, 'Sports': 2, 'Politics': 1, 'Books': 1, 'Movies': 4, 'Technology': 3, 'Fashion': 3, 'Outdoor Activities': 3, 'Pets': 4, 'Family': 1}\n",
+      "{'Art': 3, 'Sports': 2, 'Politics': 2, 'Books': 5, 'Movies': 1, 'Technology': 4, 'Fashion': 3, 'Outdoor Activities': 3, 'Pets': 3, 'Family': 2}\n",
+      "{'Art': 3, 'Sports': 1, 'Politics': 5, 'Books': 2, 'Movies': 1, 'Technology': 3, 'Fashion': 3, 'Outdoor Activities': 5, 'Pets': 1, 'Family': 2}\n",
+      "{'Art': 2, 'Sports': 1, 'Politics': 5, 'Books': 4, 'Movies': 5, 'Technology': 5, 'Fashion': 4, 'Outdoor Activities': 4, 'Pets': 2, 'Family': 1}\n",
+      "{'Art': 4, 'Sports': 1, 'Politics': 4, 'Books': 3, 'Movies': 4, 'Technology': 2, 'Fashion': 4, 'Outdoor Activities': 2, 'Pets': 2, 'Family': 4}\n",
+      "{'Art': 4, 'Sports': 1, 'Politics': 5, 'Books': 4, 'Movies': 2, 'Technology': 1, 'Fashion': 3, 'Outdoor Activities': 2, 'Pets': 4, 'Family': 3}\n",
+      "{'Art': 4, 'Sports': 3, 'Politics': 1, 'Books': 4, 'Movies': 2, 'Technology': 5, 'Fashion': 3, 'Outdoor Activities': 2, 'Pets': 1, 'Family': 3}\n",
+      "{'Art': 2, 'Sports': 1, 'Politics': 5, 'Books': 2, 'Movies': 5, 'Technology': 1, 'Fashion': 1, 'Outdoor Activities': 2, 'Pets': 2, 'Family': 3}\n",
+      "{'Art': 3, 'Sports': 2, 'Politics': 4, 'Books': 3, 'Movies': 3, 'Technology': 5, 'Fashion': 3, 'Outdoor Activities': 4, 'Pets': 3, 'Family': 2}\n",
+      "{'Art': 4, 'Sports': 3, 'Politics': 3, 'Books': 4, 'Movies': 2, 'Technology': 2, 'Fashion': 2, 'Outdoor Activities': 4, 'Pets': 4, 'Family': 2}\n",
+      "{'Art': 3, 'Sports': 2, 'Politics': 1, 'Books': 2, 'Movies': 4, 'Technology': 4, 'Fashion': 3, 'Outdoor Activities': 2, 'Pets': 5, 'Family': 1}\n",
+      "{'Art': 2, 'Sports': 5, 'Politics': 2, 'Books': 1, 'Movies': 4, 'Technology': 3, 'Fashion': 1, 'Outdoor Activities': 3, 'Pets': 5, 'Family': 5}\n",
+      "{'Art': 2, 'Sports': 4, 'Politics': 1, 'Books': 5, 'Movies': 4, 'Technology': 1, 'Fashion': 2, 'Outdoor Activities': 2, 'Pets': 5, 'Family': 5}\n",
+      "{'Art': 5, 'Sports': 2, 'Politics': 5, 'Books': 1, 'Movies': 4, 'Technology': 1, 'Fashion': 3, 'Outdoor Activities': 3, 'Pets': 5, 'Family': 3}\n",
+      "{'Art': 4, 'Sports': 4, 'Politics': 4, 'Books': 4, 'Movies': 3, 'Technology': 2, 'Fashion': 5, 'Outdoor Activities': 4, 'Pets': 1, 'Family': 1}\n",
+      "{'Art': 3, 'Sports': 4, 'Politics': 1, 'Books': 1, 'Movies': 4, 'Technology': 2, 'Fashion': 2, 'Outdoor Activities': 4, 'Pets': 4, 'Family': 3}\n",
+      "{'Art': 3, 'Sports': 1, 'Politics': 3, 'Books': 1, 'Movies': 5, 'Technology': 4, 'Fashion': 4, 'Outdoor Activities': 3, 'Pets': 4, 'Family': 1}\n",
+      "{'Art': 4, 'Sports': 4, 'Politics': 4, 'Books': 2, 'Movies': 4, 'Technology': 2, 'Fashion': 2, 'Outdoor Activities': 2, 'Pets': 4, 'Family': 2}\n",
+      "{'Art': 2, 'Sports': 1, 'Politics': 1, 'Books': 4, 'Movies': 1, 'Technology': 5, 'Fashion': 5, 'Outdoor Activities': 3, 'Pets': 3, 'Family': 1}\n",
+      "{'Art': 2, 'Sports': 4, 'Politics': 4, 'Books': 5, 'Movies': 3, 'Technology': 1, 'Fashion': 3, 'Outdoor Activities': 4, 'Pets': 5, 'Family': 1}\n",
+      "{'Art': 2, 'Sports': 3, 'Politics': 5, 'Books': 5, 'Movies': 5, 'Technology': 3, 'Fashion': 3, 'Outdoor Activities': 1, 'Pets': 5, 'Family': 5}\n",
+      "{'Art': 2, 'Sports': 2, 'Politics': 2, 'Books': 3, 'Movies': 1, 'Technology': 1, 'Fashion': 4, 'Outdoor Activities': 4, 'Pets': 3, 'Family': 4}\n",
+      "{'Art': 2, 'Sports': 1, 'Politics': 5, 'Books': 2, 'Movies': 3, 'Technology': 4, 'Fashion': 1, 'Outdoor Activities': 3, 'Pets': 4, 'Family': 5}\n",
+      "{'Art': 3, 'Sports': 3, 'Politics': 5, 'Books': 5, 'Movies': 3, 'Technology': 2, 'Fashion': 3, 'Outdoor Activities': 1, 'Pets': 2, 'Family': 2}\n",
+      "{'Art': 1, 'Sports': 2, 'Politics': 1, 'Books': 1, 'Movies': 1, 'Technology': 1, 'Fashion': 5, 'Outdoor Activities': 4, 'Pets': 1, 'Family': 2}\n",
+      "{'Art': 4, 'Sports': 5, 'Politics': 2, 'Books': 2, 'Movies': 2, 'Technology': 4, 'Fashion': 2, 'Outdoor Activities': 2, 'Pets': 1, 'Family': 1}\n",
+      "{'Art': 2, 'Sports': 1, 'Politics': 4, 'Books': 3, 'Movies': 3, 'Technology': 2, 'Fashion': 2, 'Outdoor Activities': 3, 'Pets': 5, 'Family': 3}\n",
+      "{'Art': 1, 'Sports': 2, 'Politics': 5, 'Books': 3, 'Movies': 5, 'Technology': 4, 'Fashion': 3, 'Outdoor Activities': 4, 'Pets': 4, 'Family': 5}\n",
+      "{'Art': 3, 'Sports': 3, 'Politics': 3, 'Books': 2, 'Movies': 1, 'Technology': 3, 'Fashion': 5, 'Outdoor Activities': 2, 'Pets': 1, 'Family': 2}\n",
+      "{'Art': 4, 'Sports': 3, 'Politics': 4, 'Books': 2, 'Movies': 4, 'Technology': 1, 'Fashion': 2, 'Outdoor Activities': 2, 'Pets': 1, 'Family': 4}\n",
+      "{'Art': 2, 'Sports': 2, 'Politics': 3, 'Books': 2, 'Movies': 5, 'Technology': 3, 'Fashion': 3, 'Outdoor Activities': 5, 'Pets': 1, 'Family': 3}\n",
+      "{'Art': 4, 'Sports': 4, 'Politics': 2, 'Books': 4, 'Movies': 5, 'Technology': 5, 'Fashion': 3, 'Outdoor Activities': 3, 'Pets': 5, 'Family': 1}\n",
+      "{'Art': 4, 'Sports': 1, 'Politics': 2, 'Books': 2, 'Movies': 5, 'Technology': 1, 'Fashion': 4, 'Outdoor Activities': 3, 'Pets': 3, 'Family': 5}\n",
+      "{'Art': 5, 'Sports': 2, 'Politics': 4, 'Books': 2, 'Movies': 5, 'Technology': 5, 'Fashion': 3, 'Outdoor Activities': 3, 'Pets': 3, 'Family': 1}\n",
+      "{'Art': 4, 'Sports': 5, 'Politics': 2, 'Books': 1, 'Movies': 5, 'Technology': 3, 'Fashion': 1, 'Outdoor Activities': 1, 'Pets': 1, 'Family': 3}\n",
+      "{'Art': 1, 'Sports': 2, 'Politics': 5, 'Books': 5, 'Movies': 2, 'Technology': 5, 'Fashion': 2, 'Outdoor Activities': 1, 'Pets': 2, 'Family': 1}\n",
+      "{'Art': 2, 'Sports': 5, 'Politics': 3, 'Books': 2, 'Movies': 2, 'Technology': 2, 'Fashion': 2, 'Outdoor Activities': 4, 'Pets': 4, 'Family': 1}\n",
+      "{'Art': 2, 'Sports': 2, 'Politics': 1, 'Books': 3, 'Movies': 5, 'Technology': 1, 'Fashion': 2, 'Outdoor Activities': 2, 'Pets': 2, 'Family': 4}\n",
+      "{'Art': 5, 'Sports': 3, 'Politics': 1, 'Books': 1, 'Movies': 1, 'Technology': 2, 'Fashion': 2, 'Outdoor Activities': 5, 'Pets': 4, 'Family': 4}\n",
+      "{'Art': 1, 'Sports': 3, 'Politics': 3, 'Books': 1, 'Movies': 3, 'Technology': 3, 'Fashion': 4, 'Outdoor Activities': 1, 'Pets': 3, 'Family': 3}\n",
+      "{'Art': 2, 'Sports': 5, 'Politics': 2, 'Books': 5, 'Movies': 4, 'Technology': 1, 'Fashion': 4, 'Outdoor Activities': 1, 'Pets': 5, 'Family': 1}\n",
+      "{'Art': 3, 'Sports': 3, 'Politics': 2, 'Books': 5, 'Movies': 5, 'Technology': 4, 'Fashion': 5, 'Outdoor Activities': 3, 'Pets': 2, 'Family': 4}\n",
+      "{'Art': 5, 'Sports': 2, 'Politics': 4, 'Books': 3, 'Movies': 5, 'Technology': 1, 'Fashion': 2, 'Outdoor Activities': 3, 'Pets': 1, 'Family': 5}\n",
+      "{'Art': 5, 'Sports': 3, 'Politics': 4, 'Books': 3, 'Movies': 3, 'Technology': 1, 'Fashion': 4, 'Outdoor Activities': 1, 'Pets': 1, 'Family': 3}\n",
+      "{'Art': 2, 'Sports': 2, 'Politics': 1, 'Books': 2, 'Movies': 3, 'Technology': 4, 'Fashion': 4, 'Outdoor Activities': 3, 'Pets': 2, 'Family': 5}\n",
+      "{'Art': 2, 'Sports': 4, 'Politics': 1, 'Books': 5, 'Movies': 5, 'Technology': 1, 'Fashion': 4, 'Outdoor Activities': 2, 'Pets': 5, 'Family': 3}\n",
+      "{'Art': 4, 'Sports': 5, 'Politics': 1, 'Books': 4, 'Movies': 2, 'Technology': 3, 'Fashion': 5, 'Outdoor Activities': 2, 'Pets': 1, 'Family': 2}\n",
+      "{'Art': 3, 'Sports': 2, 'Politics': 3, 'Books': 2, 'Movies': 4, 'Technology': 2, 'Fashion': 2, 'Outdoor Activities': 3, 'Pets': 4, 'Family': 3}\n",
+      "{'Art': 5, 'Sports': 5, 'Politics': 1, 'Books': 5, 'Movies': 5, 'Technology': 1, 'Fashion': 5, 'Outdoor Activities': 4, 'Pets': 1, 'Family': 4}\n",
+      "{'Art': 3, 'Sports': 4, 'Politics': 2, 'Books': 4, 'Movies': 4, 'Technology': 4, 'Fashion': 5, 'Outdoor Activities': 5, 'Pets': 1, 'Family': 5}\n",
+      "{'Art': 2, 'Sports': 2, 'Politics': 4, 'Books': 1, 'Movies': 2, 'Technology': 3, 'Fashion': 1, 'Outdoor Activities': 1, 'Pets': 1, 'Family': 3}\n",
+      "{'Art': 2, 'Sports': 2, 'Politics': 5, 'Books': 3, 'Movies': 1, 'Technology': 1, 'Fashion': 1, 'Outdoor Activities': 4, 'Pets': 1, 'Family': 4}\n",
+      "{'Art': 4, 'Sports': 1, 'Politics': 3, 'Books': 1, 'Movies': 1, 'Technology': 1, 'Fashion': 3, 'Outdoor Activities': 2, 'Pets': 5, 'Family': 1}\n",
+      "{'Art': 5, 'Sports': 4, 'Politics': 3, 'Books': 2, 'Movies': 2, 'Technology': 1, 'Fashion': 4, 'Outdoor Activities': 2, 'Pets': 5, 'Family': 1}\n",
+      "{'Art': 2, 'Sports': 2, 'Politics': 2, 'Books': 2, 'Movies': 1, 'Technology': 4, 'Fashion': 4, 'Outdoor Activities': 1, 'Pets': 2, 'Family': 3}\n",
+      "{'Art': 5, 'Sports': 3, 'Politics': 4, 'Books': 2, 'Movies': 1, 'Technology': 3, 'Fashion': 4, 'Outdoor Activities': 5, 'Pets': 3, 'Family': 2}\n",
+      "{'Art': 4, 'Sports': 2, 'Politics': 5, 'Books': 1, 'Movies': 1, 'Technology': 3, 'Fashion': 1, 'Outdoor Activities': 3, 'Pets': 3, 'Family': 3}\n",
+      "{'Art': 5, 'Sports': 5, 'Politics': 5, 'Books': 2, 'Movies': 4, 'Technology': 5, 'Fashion': 2, 'Outdoor Activities': 1, 'Pets': 4, 'Family': 5}\n",
+      "{'Art': 4, 'Sports': 4, 'Politics': 2, 'Books': 4, 'Movies': 4, 'Technology': 4, 'Fashion': 1, 'Outdoor Activities': 4, 'Pets': 5, 'Family': 5}\n",
+      "{'Art': 5, 'Sports': 1, 'Politics': 1, 'Books': 1, 'Movies': 4, 'Technology': 4, 'Fashion': 5, 'Outdoor Activities': 4, 'Pets': 1, 'Family': 5}\n",
+      "{'Art': 4, 'Sports': 4, 'Politics': 1, 'Books': 5, 'Movies': 4, 'Technology': 2, 'Fashion': 4, 'Outdoor Activities': 4, 'Pets': 3, 'Family': 3}\n",
+      "{'Art': 2, 'Sports': 3, 'Politics': 4, 'Books': 1, 'Movies': 5, 'Technology': 5, 'Fashion': 2, 'Outdoor Activities': 5, 'Pets': 2, 'Family': 3}\n",
+      "{'Art': 1, 'Sports': 4, 'Politics': 4, 'Books': 1, 'Movies': 2, 'Technology': 3, 'Fashion': 4, 'Outdoor Activities': 1, 'Pets': 5, 'Family': 5}\n",
+      "{'Art': 1, 'Sports': 5, 'Politics': 4, 'Books': 3, 'Movies': 4, 'Technology': 3, 'Fashion': 1, 'Outdoor Activities': 4, 'Pets': 3, 'Family': 4}\n",
+      "{'Art': 5, 'Sports': 3, 'Politics': 4, 'Books': 1, 'Movies': 1, 'Technology': 5, 'Fashion': 1, 'Outdoor Activities': 3, 'Pets': 5, 'Family': 1}\n",
+      "{'Art': 3, 'Sports': 2, 'Politics': 4, 'Books': 4, 'Movies': 1, 'Technology': 5, 'Fashion': 2, 'Outdoor Activities': 1, 'Pets': 5, 'Family': 1}\n",
+      "{'Art': 5, 'Sports': 2, 'Politics': 4, 'Books': 2, 'Movies': 4, 'Technology': 2, 'Fashion': 5, 'Outdoor Activities': 1, 'Pets': 2, 'Family': 4}\n",
+      "{'Art': 3, 'Sports': 5, 'Politics': 2, 'Books': 1, 'Movies': 5, 'Technology': 5, 'Fashion': 5, 'Outdoor Activities': 2, 'Pets': 5, 'Family': 4}\n",
+      "{'Art': 5, 'Sports': 1, 'Politics': 3, 'Books': 3, 'Movies': 5, 'Technology': 2, 'Fashion': 3, 'Outdoor Activities': 1, 'Pets': 1, 'Family': 2}\n",
+      "{'Art': 4, 'Sports': 5, 'Politics': 1, 'Books': 4, 'Movies': 1, 'Technology': 2, 'Fashion': 4, 'Outdoor Activities': 2, 'Pets': 4, 'Family': 1}\n",
+      "{'Art': 2, 'Sports': 3, 'Politics': 5, 'Books': 5, 'Movies': 3, 'Technology': 1, 'Fashion': 3, 'Outdoor Activities': 4, 'Pets': 3, 'Family': 3}\n",
+      "{'Art': 1, 'Sports': 3, 'Politics': 5, 'Books': 3, 'Movies': 5, 'Technology': 3, 'Fashion': 1, 'Outdoor Activities': 1, 'Pets': 3, 'Family': 3}\n",
+      "{'Art': 4, 'Sports': 2, 'Politics': 4, 'Books': 1, 'Movies': 2, 'Technology': 5, 'Fashion': 4, 'Outdoor Activities': 4, 'Pets': 3, 'Family': 3}\n",
+      "{'Art': 4, 'Sports': 5, 'Politics': 3, 'Books': 4, 'Movies': 3, 'Technology': 1, 'Fashion': 5, 'Outdoor Activities': 4, 'Pets': 4, 'Family': 3}\n",
+      "{'Art': 5, 'Sports': 2, 'Politics': 4, 'Books': 4, 'Movies': 2, 'Technology': 3, 'Fashion': 3, 'Outdoor Activities': 3, 'Pets': 2, 'Family': 5}\n",
+      "{'Art': 4, 'Sports': 2, 'Politics': 5, 'Books': 2, 'Movies': 2, 'Technology': 5, 'Fashion': 4, 'Outdoor Activities': 4, 'Pets': 5, 'Family': 2}\n",
+      "{'Art': 1, 'Sports': 3, 'Politics': 2, 'Books': 1, 'Movies': 2, 'Technology': 3, 'Fashion': 4, 'Outdoor Activities': 1, 'Pets': 5, 'Family': 3}\n",
+      "{'Art': 3, 'Sports': 5, 'Politics': 4, 'Books': 3, 'Movies': 3, 'Technology': 5, 'Fashion': 3, 'Outdoor Activities': 1, 'Pets': 1, 'Family': 1}\n",
+      "{'Art': 4, 'Sports': 3, 'Politics': 4, 'Books': 3, 'Movies': 5, 'Technology': 1, 'Fashion': 4, 'Outdoor Activities': 5, 'Pets': 3, 'Family': 5}\n",
+      "{'Art': 3, 'Sports': 5, 'Politics': 2, 'Books': 3, 'Movies': 5, 'Technology': 1, 'Fashion': 2, 'Outdoor Activities': 2, 'Pets': 5, 'Family': 5}\n",
+      "{'Art': 3, 'Sports': 2, 'Politics': 2, 'Books': 3, 'Movies': 1, 'Technology': 2, 'Fashion': 3, 'Outdoor Activities': 5, 'Pets': 1, 'Family': 5}\n",
+      "{'Art': 2, 'Sports': 1, 'Politics': 1, 'Books': 1, 'Movies': 5, 'Technology': 4, 'Fashion': 2, 'Outdoor Activities': 5, 'Pets': 3, 'Family': 1}\n",
+      "{'Art': 1, 'Sports': 4, 'Politics': 4, 'Books': 2, 'Movies': 1, 'Technology': 1, 'Fashion': 5, 'Outdoor Activities': 4, 'Pets': 1, 'Family': 5}\n",
+      "{'Art': 5, 'Sports': 1, 'Politics': 2, 'Books': 3, 'Movies': 1, 'Technology': 1, 'Fashion': 5, 'Outdoor Activities': 2, 'Pets': 1, 'Family': 1}\n",
+      "{'Art': 1, 'Sports': 2, 'Politics': 3, 'Books': 3, 'Movies': 1, 'Technology': 3, 'Fashion': 1, 'Outdoor Activities': 5, 'Pets': 2, 'Family': 4}\n",
+      "{'Art': 3, 'Sports': 3, 'Politics': 2, 'Books': 2, 'Movies': 2, 'Technology': 3, 'Fashion': 2, 'Outdoor Activities': 4, 'Pets': 2, 'Family': 3}\n",
+      "{'Art': 1, 'Sports': 3, 'Politics': 2, 'Books': 3, 'Movies': 1, 'Technology': 3, 'Fashion': 3, 'Outdoor Activities': 2, 'Pets': 4, 'Family': 2}\n",
+      "{'Art': 4, 'Sports': 5, 'Politics': 2, 'Books': 2, 'Movies': 1, 'Technology': 4, 'Fashion': 2, 'Outdoor Activities': 5, 'Pets': 5, 'Family': 3}\n",
+      "{'Art': 5, 'Sports': 1, 'Politics': 1, 'Books': 5, 'Movies': 3, 'Technology': 3, 'Fashion': 3, 'Outdoor Activities': 3, 'Pets': 1, 'Family': 5}\n",
+      "{'Art': 5, 'Sports': 1, 'Politics': 3, 'Books': 5, 'Movies': 2, 'Technology': 4, 'Fashion': 3, 'Outdoor Activities': 1, 'Pets': 3, 'Family': 4}\n",
+      "{'Art': 1, 'Sports': 1, 'Politics': 1, 'Books': 5, 'Movies': 1, 'Technology': 5, 'Fashion': 3, 'Outdoor Activities': 1, 'Pets': 2, 'Family': 5}\n",
+      "{'Art': 1, 'Sports': 1, 'Politics': 2, 'Books': 2, 'Movies': 1, 'Technology': 1, 'Fashion': 3, 'Outdoor Activities': 3, 'Pets': 5, 'Family': 1}\n",
+      "{'Art': 5, 'Sports': 2, 'Politics': 5, 'Books': 2, 'Movies': 3, 'Technology': 1, 'Fashion': 1, 'Outdoor Activities': 2, 'Pets': 5, 'Family': 5}\n",
+      "{'Art': 1, 'Sports': 2, 'Politics': 5, 'Books': 3, 'Movies': 1, 'Technology': 5, 'Fashion': 1, 'Outdoor Activities': 2, 'Pets': 4, 'Family': 5}\n",
+      "{'Art': 3, 'Sports': 1, 'Politics': 3, 'Books': 2, 'Movies': 1, 'Technology': 4, 'Fashion': 1, 'Outdoor Activities': 1, 'Pets': 5, 'Family': 5}\n",
+      "{'Art': 4, 'Sports': 3, 'Politics': 5, 'Books': 2, 'Movies': 3, 'Technology': 5, 'Fashion': 5, 'Outdoor Activities': 3, 'Pets': 4, 'Family': 3}\n",
+      "{'Art': 4, 'Sports': 2, 'Politics': 5, 'Books': 4, 'Movies': 1, 'Technology': 4, 'Fashion': 2, 'Outdoor Activities': 1, 'Pets': 2, 'Family': 3}\n",
+      "{'Art': 4, 'Sports': 1, 'Politics': 4, 'Books': 4, 'Movies': 1, 'Technology': 1, 'Fashion': 4, 'Outdoor Activities': 4, 'Pets': 2, 'Family': 2}\n",
+      "{'Art': 2, 'Sports': 1, 'Politics': 5, 'Books': 4, 'Movies': 2, 'Technology': 1, 'Fashion': 3, 'Outdoor Activities': 4, 'Pets': 4, 'Family': 1}\n",
+      "{'Art': 4, 'Sports': 3, 'Politics': 1, 'Books': 4, 'Movies': 1, 'Technology': 4, 'Fashion': 2, 'Outdoor Activities': 4, 'Pets': 4, 'Family': 3}\n",
+      "{'Art': 4, 'Sports': 2, 'Politics': 2, 'Books': 2, 'Movies': 5, 'Technology': 5, 'Fashion': 3, 'Outdoor Activities': 1, 'Pets': 1, 'Family': 3}\n",
+      "{'Art': 3, 'Sports': 1, 'Politics': 5, 'Books': 1, 'Movies': 1, 'Technology': 2, 'Fashion': 3, 'Outdoor Activities': 1, 'Pets': 2, 'Family': 3}\n",
+      "{'Art': 1, 'Sports': 3, 'Politics': 4, 'Books': 4, 'Movies': 4, 'Technology': 3, 'Fashion': 3, 'Outdoor Activities': 3, 'Pets': 2, 'Family': 5}\n",
+      "{'Art': 2, 'Sports': 3, 'Politics': 5, 'Books': 4, 'Movies': 1, 'Technology': 4, 'Fashion': 1, 'Outdoor Activities': 3, 'Pets': 1, 'Family': 5}\n",
+      "{'Art': 4, 'Sports': 1, 'Politics': 3, 'Books': 4, 'Movies': 4, 'Technology': 1, 'Fashion': 5, 'Outdoor Activities': 1, 'Pets': 4, 'Family': 5}\n",
+      "{'Art': 4, 'Sports': 2, 'Politics': 2, 'Books': 2, 'Movies': 1, 'Technology': 4, 'Fashion': 3, 'Outdoor Activities': 3, 'Pets': 4, 'Family': 3}\n",
+      "{'Art': 4, 'Sports': 2, 'Politics': 2, 'Books': 4, 'Movies': 2, 'Technology': 3, 'Fashion': 4, 'Outdoor Activities': 2, 'Pets': 4, 'Family': 4}\n",
+      "{'Art': 1, 'Sports': 4, 'Politics': 5, 'Books': 5, 'Movies': 2, 'Technology': 1, 'Fashion': 1, 'Outdoor Activities': 5, 'Pets': 2, 'Family': 5}\n",
+      "{'Art': 2, 'Sports': 2, 'Politics': 5, 'Books': 1, 'Movies': 4, 'Technology': 2, 'Fashion': 5, 'Outdoor Activities': 1, 'Pets': 4, 'Family': 2}\n",
+      "{'Art': 4, 'Sports': 3, 'Politics': 4, 'Books': 5, 'Movies': 5, 'Technology': 1, 'Fashion': 4, 'Outdoor Activities': 1, 'Pets': 4, 'Family': 1}\n",
+      "{'Art': 5, 'Sports': 3, 'Politics': 5, 'Books': 1, 'Movies': 3, 'Technology': 3, 'Fashion': 1, 'Outdoor Activities': 2, 'Pets': 4, 'Family': 5}\n",
+      "{'Art': 5, 'Sports': 3, 'Politics': 2, 'Books': 1, 'Movies': 2, 'Technology': 2, 'Fashion': 2, 'Outdoor Activities': 5, 'Pets': 2, 'Family': 5}\n",
+      "{'Art': 4, 'Sports': 2, 'Politics': 3, 'Books': 5, 'Movies': 2, 'Technology': 5, 'Fashion': 1, 'Outdoor Activities': 5, 'Pets': 4, 'Family': 1}\n",
+      "{'Art': 5, 'Sports': 4, 'Politics': 4, 'Books': 3, 'Movies': 2, 'Technology': 5, 'Fashion': 5, 'Outdoor Activities': 5, 'Pets': 4, 'Family': 1}\n",
+      "{'Art': 2, 'Sports': 4, 'Politics': 4, 'Books': 2, 'Movies': 5, 'Technology': 1, 'Fashion': 5, 'Outdoor Activities': 3, 'Pets': 5, 'Family': 3}\n",
+      "{'Art': 5, 'Sports': 1, 'Politics': 5, 'Books': 3, 'Movies': 3, 'Technology': 4, 'Fashion': 4, 'Outdoor Activities': 5, 'Pets': 2, 'Family': 4}\n",
+      "{'Art': 1, 'Sports': 1, 'Politics': 5, 'Books': 3, 'Movies': 1, 'Technology': 1, 'Fashion': 3, 'Outdoor Activities': 5, 'Pets': 5, 'Family': 1}\n",
+      "{'Art': 1, 'Sports': 4, 'Politics': 4, 'Books': 4, 'Movies': 3, 'Technology': 3, 'Fashion': 1, 'Outdoor Activities': 1, 'Pets': 5, 'Family': 3}\n",
+      "{'Art': 3, 'Sports': 4, 'Politics': 5, 'Books': 2, 'Movies': 2, 'Technology': 4, 'Fashion': 4, 'Outdoor Activities': 4, 'Pets': 5, 'Family': 4}\n",
+      "{'Art': 5, 'Sports': 2, 'Politics': 4, 'Books': 3, 'Movies': 3, 'Technology': 1, 'Fashion': 3, 'Outdoor Activities': 3, 'Pets': 5, 'Family': 5}\n",
+      "{'Art': 1, 'Sports': 1, 'Politics': 2, 'Books': 2, 'Movies': 3, 'Technology': 4, 'Fashion': 1, 'Outdoor Activities': 4, 'Pets': 3, 'Family': 5}\n",
+      "{'Art': 2, 'Sports': 4, 'Politics': 3, 'Books': 2, 'Movies': 4, 'Technology': 1, 'Fashion': 5, 'Outdoor Activities': 3, 'Pets': 5, 'Family': 5}\n",
+      "{'Art': 1, 'Sports': 2, 'Politics': 2, 'Books': 5, 'Movies': 5, 'Technology': 4, 'Fashion': 1, 'Outdoor Activities': 5, 'Pets': 4, 'Family': 1}\n",
+      "{'Art': 1, 'Sports': 5, 'Politics': 5, 'Books': 5, 'Movies': 5, 'Technology': 4, 'Fashion': 4, 'Outdoor Activities': 5, 'Pets': 2, 'Family': 2}\n",
+      "{'Art': 1, 'Sports': 3, 'Politics': 5, 'Books': 1, 'Movies': 3, 'Technology': 5, 'Fashion': 4, 'Outdoor Activities': 1, 'Pets': 3, 'Family': 4}\n",
+      "{'Art': 1, 'Sports': 3, 'Politics': 3, 'Books': 5, 'Movies': 2, 'Technology': 5, 'Fashion': 1, 'Outdoor Activities': 4, 'Pets': 1, 'Family': 2}\n",
+      "{'Art': 5, 'Sports': 4, 'Politics': 2, 'Books': 3, 'Movies': 4, 'Technology': 5, 'Fashion': 3, 'Outdoor Activities': 5, 'Pets': 3, 'Family': 1}\n",
+      "{'Art': 2, 'Sports': 3, 'Politics': 2, 'Books': 2, 'Movies': 2, 'Technology': 2, 'Fashion': 4, 'Outdoor Activities': 1, 'Pets': 4, 'Family': 2}\n",
+      "{'Art': 5, 'Sports': 4, 'Politics': 3, 'Books': 2, 'Movies': 5, 'Technology': 3, 'Fashion': 3, 'Outdoor Activities': 1, 'Pets': 5, 'Family': 1}\n",
+      "{'Art': 2, 'Sports': 4, 'Politics': 5, 'Books': 2, 'Movies': 1, 'Technology': 3, 'Fashion': 3, 'Outdoor Activities': 3, 'Pets': 4, 'Family': 1}\n",
+      "{'Art': 3, 'Sports': 5, 'Politics': 3, 'Books': 1, 'Movies': 2, 'Technology': 3, 'Fashion': 3, 'Outdoor Activities': 2, 'Pets': 5, 'Family': 1}\n",
+      "{'Art': 5, 'Sports': 3, 'Politics': 5, 'Books': 1, 'Movies': 3, 'Technology': 2, 'Fashion': 4, 'Outdoor Activities': 1, 'Pets': 2, 'Family': 3}\n",
+      "{'Art': 3, 'Sports': 3, 'Politics': 4, 'Books': 4, 'Movies': 3, 'Technology': 3, 'Fashion': 2, 'Outdoor Activities': 1, 'Pets': 1, 'Family': 2}\n",
+      "{'Art': 3, 'Sports': 4, 'Politics': 5, 'Books': 4, 'Movies': 4, 'Technology': 3, 'Fashion': 2, 'Outdoor Activities': 3, 'Pets': 4, 'Family': 5}\n",
+      "{'Art': 3, 'Sports': 3, 'Politics': 4, 'Books': 5, 'Movies': 1, 'Technology': 2, 'Fashion': 1, 'Outdoor Activities': 4, 'Pets': 4, 'Family': 5}\n",
+      "{'Art': 1, 'Sports': 3, 'Politics': 5, 'Books': 4, 'Movies': 3, 'Technology': 2, 'Fashion': 2, 'Outdoor Activities': 1, 'Pets': 1, 'Family': 1}\n",
+      "{'Art': 1, 'Sports': 2, 'Politics': 3, 'Books': 1, 'Movies': 3, 'Technology': 1, 'Fashion': 1, 'Outdoor Activities': 5, 'Pets': 5, 'Family': 3}\n",
+      "{'Art': 1, 'Sports': 5, 'Politics': 5, 'Books': 2, 'Movies': 4, 'Technology': 1, 'Fashion': 5, 'Outdoor Activities': 1, 'Pets': 3, 'Family': 4}\n",
+      "{'Art': 1, 'Sports': 1, 'Politics': 3, 'Books': 2, 'Movies': 1, 'Technology': 3, 'Fashion': 2, 'Outdoor Activities': 4, 'Pets': 3, 'Family': 4}\n",
+      "{'Art': 3, 'Sports': 5, 'Politics': 4, 'Books': 2, 'Movies': 4, 'Technology': 2, 'Fashion': 2, 'Outdoor Activities': 5, 'Pets': 2, 'Family': 4}\n",
+      "{'Art': 1, 'Sports': 3, 'Politics': 5, 'Books': 5, 'Movies': 5, 'Technology': 2, 'Fashion': 1, 'Outdoor Activities': 3, 'Pets': 2, 'Family': 2}\n",
+      "{'Art': 3, 'Sports': 1, 'Politics': 2, 'Books': 5, 'Movies': 1, 'Technology': 3, 'Fashion': 1, 'Outdoor Activities': 4, 'Pets': 4, 'Family': 5}\n",
+      "{'Art': 4, 'Sports': 2, 'Politics': 2, 'Books': 1, 'Movies': 2, 'Technology': 2, 'Fashion': 4, 'Outdoor Activities': 1, 'Pets': 3, 'Family': 5}\n",
+      "{'Art': 2, 'Sports': 3, 'Politics': 4, 'Books': 2, 'Movies': 3, 'Technology': 5, 'Fashion': 3, 'Outdoor Activities': 1, 'Pets': 5, 'Family': 2}\n",
+      "{'Art': 1, 'Sports': 3, 'Politics': 2, 'Books': 2, 'Movies': 1, 'Technology': 4, 'Fashion': 2, 'Outdoor Activities': 5, 'Pets': 1, 'Family': 4}\n",
+      "{'Art': 4, 'Sports': 2, 'Politics': 4, 'Books': 4, 'Movies': 1, 'Technology': 5, 'Fashion': 3, 'Outdoor Activities': 5, 'Pets': 1, 'Family': 1}\n",
+      "{'Art': 2, 'Sports': 4, 'Politics': 1, 'Books': 3, 'Movies': 3, 'Technology': 1, 'Fashion': 1, 'Outdoor Activities': 4, 'Pets': 5, 'Family': 2}\n",
+      "{'Art': 4, 'Sports': 1, 'Politics': 5, 'Books': 5, 'Movies': 4, 'Technology': 5, 'Fashion': 4, 'Outdoor Activities': 4, 'Pets': 1, 'Family': 3}\n",
+      "{'Art': 4, 'Sports': 5, 'Politics': 3, 'Books': 2, 'Movies': 3, 'Technology': 2, 'Fashion': 1, 'Outdoor Activities': 4, 'Pets': 3, 'Family': 4}\n",
+      "{'Art': 5, 'Sports': 1, 'Politics': 2, 'Books': 5, 'Movies': 3, 'Technology': 1, 'Fashion': 1, 'Outdoor Activities': 4, 'Pets': 2, 'Family': 5}\n",
+      "{'Art': 2, 'Sports': 3, 'Politics': 4, 'Books': 5, 'Movies': 5, 'Technology': 2, 'Fashion': 3, 'Outdoor Activities': 1, 'Pets': 2, 'Family': 2}\n",
+      "{'Art': 2, 'Sports': 4, 'Politics': 3, 'Books': 4, 'Movies': 2, 'Technology': 1, 'Fashion': 3, 'Outdoor Activities': 1, 'Pets': 1, 'Family': 1}\n",
+      "{'Art': 1, 'Sports': 2, 'Politics': 5, 'Books': 1, 'Movies': 5, 'Technology': 4, 'Fashion': 3, 'Outdoor Activities': 2, 'Pets': 3, 'Family': 3}\n",
+      "{'Art': 3, 'Sports': 5, 'Politics': 1, 'Books': 3, 'Movies': 5, 'Technology': 4, 'Fashion': 2, 'Outdoor Activities': 4, 'Pets': 4, 'Family': 2}\n",
+      "{'Art': 5, 'Sports': 4, 'Politics': 5, 'Books': 2, 'Movies': 3, 'Technology': 1, 'Fashion': 5, 'Outdoor Activities': 2, 'Pets': 1, 'Family': 4}\n",
+      "{'Art': 4, 'Sports': 5, 'Politics': 4, 'Books': 3, 'Movies': 1, 'Technology': 1, 'Fashion': 5, 'Outdoor Activities': 4, 'Pets': 5, 'Family': 5}\n",
+      "{'Art': 1, 'Sports': 5, 'Politics': 2, 'Books': 5, 'Movies': 4, 'Technology': 3, 'Fashion': 4, 'Outdoor Activities': 4, 'Pets': 4, 'Family': 4}\n",
+      "{'Art': 2, 'Sports': 2, 'Politics': 4, 'Books': 1, 'Movies': 4, 'Technology': 4, 'Fashion': 3, 'Outdoor Activities': 4, 'Pets': 5, 'Family': 4}\n",
+      "{'Art': 2, 'Sports': 1, 'Politics': 2, 'Books': 3, 'Movies': 2, 'Technology': 5, 'Fashion': 5, 'Outdoor Activities': 1, 'Pets': 5, 'Family': 1}\n",
+      "{'Art': 5, 'Sports': 1, 'Politics': 3, 'Books': 1, 'Movies': 1, 'Technology': 2, 'Fashion': 2, 'Outdoor Activities': 5, 'Pets': 5, 'Family': 5}\n",
+      "{'Art': 3, 'Sports': 5, 'Politics': 2, 'Books': 5, 'Movies': 5, 'Technology': 5, 'Fashion': 5, 'Outdoor Activities': 2, 'Pets': 3, 'Family': 2}\n",
+      "{'Art': 2, 'Sports': 3, 'Politics': 3, 'Books': 4, 'Movies': 2, 'Technology': 5, 'Fashion': 5, 'Outdoor Activities': 2, 'Pets': 2, 'Family': 2}\n",
+      "{'Art': 4, 'Sports': 1, 'Politics': 2, 'Books': 3, 'Movies': 3, 'Technology': 3, 'Fashion': 4, 'Outdoor Activities': 5, 'Pets': 5, 'Family': 5}\n",
+      "{'Art': 5, 'Sports': 2, 'Politics': 3, 'Books': 3, 'Movies': 1, 'Technology': 4, 'Fashion': 1, 'Outdoor Activities': 3, 'Pets': 5, 'Family': 4}\n",
+      "{'Art': 4, 'Sports': 4, 'Politics': 5, 'Books': 1, 'Movies': 5, 'Technology': 4, 'Fashion': 2, 'Outdoor Activities': 4, 'Pets': 5, 'Family': 3}\n",
+      "{'Art': 2, 'Sports': 3, 'Politics': 3, 'Books': 5, 'Movies': 1, 'Technology': 1, 'Fashion': 1, 'Outdoor Activities': 5, 'Pets': 4, 'Family': 2}\n",
+      "{'Art': 2, 'Sports': 3, 'Politics': 4, 'Books': 1, 'Movies': 4, 'Technology': 4, 'Fashion': 4, 'Outdoor Activities': 4, 'Pets': 5, 'Family': 4}\n",
+      "{'Art': 4, 'Sports': 2, 'Politics': 3, 'Books': 4, 'Movies': 4, 'Technology': 3, 'Fashion': 5, 'Outdoor Activities': 3, 'Pets': 3, 'Family': 3}\n",
+      "{'Art': 1, 'Sports': 1, 'Politics': 1, 'Books': 3, 'Movies': 1, 'Technology': 4, 'Fashion': 3, 'Outdoor Activities': 5, 'Pets': 5, 'Family': 5}\n",
+      "{'Art': 3, 'Sports': 4, 'Politics': 1, 'Books': 3, 'Movies': 4, 'Technology': 3, 'Fashion': 3, 'Outdoor Activities': 1, 'Pets': 4, 'Family': 3}\n",
+      "{'Art': 4, 'Sports': 5, 'Politics': 1, 'Books': 5, 'Movies': 4, 'Technology': 1, 'Fashion': 2, 'Outdoor Activities': 1, 'Pets': 5, 'Family': 2}\n",
+      "{'Art': 5, 'Sports': 1, 'Politics': 3, 'Books': 5, 'Movies': 5, 'Technology': 4, 'Fashion': 2, 'Outdoor Activities': 5, 'Pets': 3, 'Family': 5}\n",
+      "{'Art': 5, 'Sports': 2, 'Politics': 5, 'Books': 1, 'Movies': 3, 'Technology': 1, 'Fashion': 4, 'Outdoor Activities': 4, 'Pets': 3, 'Family': 1}\n",
+      "{'Art': 5, 'Sports': 3, 'Politics': 1, 'Books': 2, 'Movies': 1, 'Technology': 2, 'Fashion': 4, 'Outdoor Activities': 4, 'Pets': 2, 'Family': 2}\n",
+      "{'Art': 5, 'Sports': 2, 'Politics': 3, 'Books': 1, 'Movies': 3, 'Technology': 5, 'Fashion': 1, 'Outdoor Activities': 2, 'Pets': 1, 'Family': 1}\n",
+      "{'Art': 1, 'Sports': 5, 'Politics': 4, 'Books': 5, 'Movies': 4, 'Technology': 1, 'Fashion': 5, 'Outdoor Activities': 3, 'Pets': 5, 'Family': 1}\n",
+      "{'Art': 3, 'Sports': 1, 'Politics': 3, 'Books': 2, 'Movies': 5, 'Technology': 4, 'Fashion': 2, 'Outdoor Activities': 2, 'Pets': 2, 'Family': 4}\n",
+      "{'Art': 3, 'Sports': 2, 'Politics': 5, 'Books': 3, 'Movies': 1, 'Technology': 1, 'Fashion': 4, 'Outdoor Activities': 2, 'Pets': 3, 'Family': 4}\n",
+      "{'Art': 2, 'Sports': 3, 'Politics': 3, 'Books': 5, 'Movies': 2, 'Technology': 4, 'Fashion': 5, 'Outdoor Activities': 4, 'Pets': 2, 'Family': 1}\n",
+      "{'Art': 2, 'Sports': 1, 'Politics': 2, 'Books': 1, 'Movies': 2, 'Technology': 1, 'Fashion': 3, 'Outdoor Activities': 1, 'Pets': 3, 'Family': 2}\n",
+      "{'Art': 5, 'Sports': 4, 'Politics': 1, 'Books': 2, 'Movies': 3, 'Technology': 2, 'Fashion': 3, 'Outdoor Activities': 2, 'Pets': 5, 'Family': 5}\n",
+      "{'Art': 5, 'Sports': 4, 'Politics': 1, 'Books': 4, 'Movies': 3, 'Technology': 2, 'Fashion': 2, 'Outdoor Activities': 5, 'Pets': 2, 'Family': 4}\n",
+      "{'Art': 5, 'Sports': 5, 'Politics': 4, 'Books': 3, 'Movies': 2, 'Technology': 2, 'Fashion': 4, 'Outdoor Activities': 2, 'Pets': 1, 'Family': 1}\n",
+      "{'Art': 2, 'Sports': 2, 'Politics': 5, 'Books': 3, 'Movies': 5, 'Technology': 2, 'Fashion': 1, 'Outdoor Activities': 2, 'Pets': 1, 'Family': 3}\n",
+      "{'Art': 4, 'Sports': 2, 'Politics': 3, 'Books': 4, 'Movies': 2, 'Technology': 2, 'Fashion': 3, 'Outdoor Activities': 1, 'Pets': 3, 'Family': 5}\n",
+      "{'Art': 1, 'Sports': 1, 'Politics': 2, 'Books': 5, 'Movies': 4, 'Technology': 1, 'Fashion': 2, 'Outdoor Activities': 5, 'Pets': 4, 'Family': 1}\n",
+      "{'Art': 3, 'Sports': 4, 'Politics': 4, 'Books': 3, 'Movies': 5, 'Technology': 2, 'Fashion': 4, 'Outdoor Activities': 3, 'Pets': 1, 'Family': 1}\n",
+      "{'Art': 2, 'Sports': 2, 'Politics': 2, 'Books': 2, 'Movies': 1, 'Technology': 4, 'Fashion': 1, 'Outdoor Activities': 1, 'Pets': 4, 'Family': 1}\n",
+      "{'Art': 4, 'Sports': 3, 'Politics': 3, 'Books': 1, 'Movies': 1, 'Technology': 4, 'Fashion': 1, 'Outdoor Activities': 2, 'Pets': 1, 'Family': 5}\n",
+      "{'Art': 3, 'Sports': 5, 'Politics': 5, 'Books': 3, 'Movies': 5, 'Technology': 3, 'Fashion': 5, 'Outdoor Activities': 5, 'Pets': 1, 'Family': 2}\n",
+      "{'Art': 5, 'Sports': 4, 'Politics': 3, 'Books': 1, 'Movies': 2, 'Technology': 3, 'Fashion': 1, 'Outdoor Activities': 5, 'Pets': 5, 'Family': 1}\n",
+      "{'Art': 1, 'Sports': 4, 'Politics': 5, 'Books': 1, 'Movies': 4, 'Technology': 1, 'Fashion': 1, 'Outdoor Activities': 2, 'Pets': 1, 'Family': 4}\n",
+      "{'Art': 2, 'Sports': 2, 'Politics': 5, 'Books': 2, 'Movies': 5, 'Technology': 5, 'Fashion': 4, 'Outdoor Activities': 5, 'Pets': 1, 'Family': 2}\n",
+      "{'Art': 1, 'Sports': 1, 'Politics': 5, 'Books': 4, 'Movies': 2, 'Technology': 5, 'Fashion': 1, 'Outdoor Activities': 5, 'Pets': 3, 'Family': 5}\n",
+      "{'Art': 5, 'Sports': 4, 'Politics': 2, 'Books': 2, 'Movies': 3, 'Technology': 4, 'Fashion': 2, 'Outdoor Activities': 3, 'Pets': 3, 'Family': 3}\n",
+      "{'Art': 1, 'Sports': 1, 'Politics': 2, 'Books': 4, 'Movies': 5, 'Technology': 5, 'Fashion': 3, 'Outdoor Activities': 4, 'Pets': 5, 'Family': 1}\n",
+      "{'Art': 1, 'Sports': 3, 'Politics': 4, 'Books': 5, 'Movies': 4, 'Technology': 3, 'Fashion': 3, 'Outdoor Activities': 4, 'Pets': 1, 'Family': 1}\n",
+      "{'Art': 2, 'Sports': 4, 'Politics': 4, 'Books': 1, 'Movies': 5, 'Technology': 1, 'Fashion': 3, 'Outdoor Activities': 3, 'Pets': 3, 'Family': 1}\n",
+      "{'Art': 4, 'Sports': 2, 'Politics': 5, 'Books': 4, 'Movies': 1, 'Technology': 5, 'Fashion': 5, 'Outdoor Activities': 5, 'Pets': 1, 'Family': 2}\n",
+      "{'Art': 5, 'Sports': 1, 'Politics': 4, 'Books': 1, 'Movies': 4, 'Technology': 5, 'Fashion': 1, 'Outdoor Activities': 5, 'Pets': 3, 'Family': 3}\n",
+      "{'Art': 3, 'Sports': 4, 'Politics': 3, 'Books': 3, 'Movies': 2, 'Technology': 3, 'Fashion': 4, 'Outdoor Activities': 3, 'Pets': 4, 'Family': 5}\n",
+      "{'Art': 2, 'Sports': 2, 'Politics': 4, 'Books': 2, 'Movies': 5, 'Technology': 4, 'Fashion': 3, 'Outdoor Activities': 4, 'Pets': 5, 'Family': 3}\n",
+      "{'Art': 3, 'Sports': 5, 'Politics': 2, 'Books': 1, 'Movies': 2, 'Technology': 1, 'Fashion': 2, 'Outdoor Activities': 3, 'Pets': 3, 'Family': 2}\n",
+      "{'Art': 2, 'Sports': 5, 'Politics': 1, 'Books': 3, 'Movies': 1, 'Technology': 5, 'Fashion': 4, 'Outdoor Activities': 2, 'Pets': 4, 'Family': 5}\n",
+      "{'Art': 5, 'Sports': 4, 'Politics': 3, 'Books': 4, 'Movies': 5, 'Technology': 2, 'Fashion': 4, 'Outdoor Activities': 3, 'Pets': 2, 'Family': 3}\n",
+      "{'Art': 2, 'Sports': 3, 'Politics': 1, 'Books': 5, 'Movies': 4, 'Technology': 2, 'Fashion': 1, 'Outdoor Activities': 4, 'Pets': 1, 'Family': 5}\n",
+      "{'Art': 5, 'Sports': 5, 'Politics': 5, 'Books': 1, 'Movies': 1, 'Technology': 3, 'Fashion': 5, 'Outdoor Activities': 4, 'Pets': 5, 'Family': 3}\n",
+      "{'Art': 4, 'Sports': 4, 'Politics': 1, 'Books': 2, 'Movies': 5, 'Technology': 3, 'Fashion': 4, 'Outdoor Activities': 3, 'Pets': 4, 'Family': 4}\n",
+      "{'Art': 2, 'Sports': 2, 'Politics': 5, 'Books': 2, 'Movies': 5, 'Technology': 4, 'Fashion': 3, 'Outdoor Activities': 4, 'Pets': 2, 'Family': 5}\n",
+      "{'Art': 4, 'Sports': 4, 'Politics': 5, 'Books': 2, 'Movies': 4, 'Technology': 3, 'Fashion': 1, 'Outdoor Activities': 4, 'Pets': 4, 'Family': 2}\n",
+      "{'Art': 5, 'Sports': 2, 'Politics': 4, 'Books': 2, 'Movies': 2, 'Technology': 4, 'Fashion': 4, 'Outdoor Activities': 4, 'Pets': 5, 'Family': 5}\n",
+      "{'Art': 3, 'Sports': 5, 'Politics': 5, 'Books': 2, 'Movies': 5, 'Technology': 5, 'Fashion': 3, 'Outdoor Activities': 1, 'Pets': 4, 'Family': 5}\n",
+      "{'Art': 4, 'Sports': 3, 'Politics': 4, 'Books': 3, 'Movies': 4, 'Technology': 5, 'Fashion': 2, 'Outdoor Activities': 4, 'Pets': 5, 'Family': 5}\n",
+      "{'Art': 2, 'Sports': 3, 'Politics': 4, 'Books': 3, 'Movies': 4, 'Technology': 4, 'Fashion': 2, 'Outdoor Activities': 3, 'Pets': 4, 'Family': 5}\n",
+      "{'Art': 1, 'Sports': 5, 'Politics': 1, 'Books': 1, 'Movies': 1, 'Technology': 4, 'Fashion': 3, 'Outdoor Activities': 5, 'Pets': 5, 'Family': 5}\n",
+      "{'Art': 2, 'Sports': 2, 'Politics': 1, 'Books': 2, 'Movies': 2, 'Technology': 1, 'Fashion': 4, 'Outdoor Activities': 4, 'Pets': 4, 'Family': 3}\n",
+      "{'Art': 4, 'Sports': 3, 'Politics': 5, 'Books': 1, 'Movies': 5, 'Technology': 4, 'Fashion': 5, 'Outdoor Activities': 3, 'Pets': 3, 'Family': 2}\n",
+      "{'Art': 4, 'Sports': 2, 'Politics': 3, 'Books': 4, 'Movies': 2, 'Technology': 2, 'Fashion': 2, 'Outdoor Activities': 2, 'Pets': 2, 'Family': 1}\n",
+      "{'Art': 1, 'Sports': 4, 'Politics': 5, 'Books': 5, 'Movies': 5, 'Technology': 5, 'Fashion': 4, 'Outdoor Activities': 4, 'Pets': 5, 'Family': 3}\n",
+      "{'Art': 4, 'Sports': 1, 'Politics': 5, 'Books': 1, 'Movies': 3, 'Technology': 1, 'Fashion': 5, 'Outdoor Activities': 3, 'Pets': 5, 'Family': 3}\n",
+      "{'Art': 3, 'Sports': 1, 'Politics': 1, 'Books': 3, 'Movies': 4, 'Technology': 5, 'Fashion': 5, 'Outdoor Activities': 1, 'Pets': 1, 'Family': 5}\n",
+      "{'Art': 3, 'Sports': 2, 'Politics': 2, 'Books': 3, 'Movies': 3, 'Technology': 5, 'Fashion': 3, 'Outdoor Activities': 5, 'Pets': 2, 'Family': 2}\n",
+      "{'Art': 3, 'Sports': 4, 'Politics': 5, 'Books': 3, 'Movies': 1, 'Technology': 4, 'Fashion': 1, 'Outdoor Activities': 2, 'Pets': 3, 'Family': 1}\n",
+      "{'Art': 4, 'Sports': 4, 'Politics': 3, 'Books': 5, 'Movies': 2, 'Technology': 1, 'Fashion': 5, 'Outdoor Activities': 3, 'Pets': 5, 'Family': 4}\n",
+      "{'Art': 5, 'Sports': 5, 'Politics': 4, 'Books': 3, 'Movies': 1, 'Technology': 2, 'Fashion': 1, 'Outdoor Activities': 2, 'Pets': 4, 'Family': 1}\n",
+      "{'Art': 4, 'Sports': 2, 'Politics': 2, 'Books': 3, 'Movies': 2, 'Technology': 1, 'Fashion': 2, 'Outdoor Activities': 3, 'Pets': 2, 'Family': 2}\n",
+      "{'Art': 5, 'Sports': 5, 'Politics': 5, 'Books': 2, 'Movies': 1, 'Technology': 4, 'Fashion': 1, 'Outdoor Activities': 3, 'Pets': 1, 'Family': 2}\n",
+      "{'Art': 2, 'Sports': 5, 'Politics': 5, 'Books': 1, 'Movies': 4, 'Technology': 1, 'Fashion': 2, 'Outdoor Activities': 5, 'Pets': 5, 'Family': 4}\n",
+      "{'Art': 5, 'Sports': 1, 'Politics': 4, 'Books': 2, 'Movies': 3, 'Technology': 5, 'Fashion': 3, 'Outdoor Activities': 2, 'Pets': 1, 'Family': 5}\n",
+      "{'Art': 2, 'Sports': 5, 'Politics': 1, 'Books': 4, 'Movies': 3, 'Technology': 2, 'Fashion': 4, 'Outdoor Activities': 4, 'Pets': 4, 'Family': 4}\n",
+      "{'Art': 4, 'Sports': 4, 'Politics': 3, 'Books': 3, 'Movies': 2, 'Technology': 5, 'Fashion': 3, 'Outdoor Activities': 1, 'Pets': 2, 'Family': 2}\n",
+      "{'Art': 3, 'Sports': 2, 'Politics': 4, 'Books': 3, 'Movies': 1, 'Technology': 2, 'Fashion': 4, 'Outdoor Activities': 5, 'Pets': 1, 'Family': 1}\n",
+      "{'Art': 5, 'Sports': 1, 'Politics': 2, 'Books': 1, 'Movies': 5, 'Technology': 4, 'Fashion': 3, 'Outdoor Activities': 1, 'Pets': 4, 'Family': 4}\n",
+      "{'Art': 4, 'Sports': 1, 'Politics': 4, 'Books': 3, 'Movies': 4, 'Technology': 1, 'Fashion': 1, 'Outdoor Activities': 2, 'Pets': 5, 'Family': 4}\n",
+      "{'Art': 2, 'Sports': 2, 'Politics': 1, 'Books': 4, 'Movies': 2, 'Technology': 1, 'Fashion': 5, 'Outdoor Activities': 5, 'Pets': 4, 'Family': 4}\n",
+      "{'Art': 2, 'Sports': 2, 'Politics': 2, 'Books': 2, 'Movies': 5, 'Technology': 5, 'Fashion': 5, 'Outdoor Activities': 1, 'Pets': 1, 'Family': 2}\n",
+      "{'Art': 3, 'Sports': 2, 'Politics': 2, 'Books': 5, 'Movies': 4, 'Technology': 3, 'Fashion': 5, 'Outdoor Activities': 3, 'Pets': 2, 'Family': 2}\n",
+      "{'Art': 1, 'Sports': 1, 'Politics': 5, 'Books': 5, 'Movies': 5, 'Technology': 2, 'Fashion': 5, 'Outdoor Activities': 4, 'Pets': 5, 'Family': 1}\n",
+      "{'Art': 5, 'Sports': 5, 'Politics': 3, 'Books': 4, 'Movies': 1, 'Technology': 5, 'Fashion': 5, 'Outdoor Activities': 5, 'Pets': 1, 'Family': 4}\n",
+      "{'Art': 3, 'Sports': 1, 'Politics': 3, 'Books': 2, 'Movies': 1, 'Technology': 2, 'Fashion': 2, 'Outdoor Activities': 5, 'Pets': 5, 'Family': 5}\n",
+      "{'Art': 3, 'Sports': 5, 'Politics': 3, 'Books': 5, 'Movies': 1, 'Technology': 4, 'Fashion': 3, 'Outdoor Activities': 1, 'Pets': 3, 'Family': 5}\n",
+      "{'Art': 4, 'Sports': 3, 'Politics': 2, 'Books': 4, 'Movies': 3, 'Technology': 5, 'Fashion': 2, 'Outdoor Activities': 4, 'Pets': 1, 'Family': 2}\n",
+      "{'Art': 2, 'Sports': 5, 'Politics': 5, 'Books': 3, 'Movies': 5, 'Technology': 5, 'Fashion': 5, 'Outdoor Activities': 3, 'Pets': 3, 'Family': 2}\n",
+      "{'Art': 3, 'Sports': 4, 'Politics': 3, 'Books': 3, 'Movies': 2, 'Technology': 1, 'Fashion': 3, 'Outdoor Activities': 2, 'Pets': 1, 'Family': 1}\n",
+      "{'Art': 3, 'Sports': 2, 'Politics': 3, 'Books': 3, 'Movies': 1, 'Technology': 5, 'Fashion': 4, 'Outdoor Activities': 4, 'Pets': 1, 'Family': 1}\n",
+      "{'Art': 2, 'Sports': 3, 'Politics': 1, 'Books': 3, 'Movies': 5, 'Technology': 4, 'Fashion': 4, 'Outdoor Activities': 4, 'Pets': 4, 'Family': 5}\n",
+      "{'Art': 5, 'Sports': 4, 'Politics': 1, 'Books': 4, 'Movies': 2, 'Technology': 3, 'Fashion': 1, 'Outdoor Activities': 4, 'Pets': 4, 'Family': 4}\n",
+      "{'Art': 2, 'Sports': 5, 'Politics': 2, 'Books': 3, 'Movies': 5, 'Technology': 4, 'Fashion': 4, 'Outdoor Activities': 5, 'Pets': 5, 'Family': 2}\n",
+      "{'Art': 2, 'Sports': 3, 'Politics': 3, 'Books': 1, 'Movies': 4, 'Technology': 5, 'Fashion': 1, 'Outdoor Activities': 2, 'Pets': 4, 'Family': 4}\n",
+      "{'Art': 4, 'Sports': 2, 'Politics': 5, 'Books': 5, 'Movies': 5, 'Technology': 5, 'Fashion': 2, 'Outdoor Activities': 2, 'Pets': 3, 'Family': 1}\n",
+      "{'Art': 4, 'Sports': 3, 'Politics': 2, 'Books': 2, 'Movies': 4, 'Technology': 3, 'Fashion': 4, 'Outdoor Activities': 3, 'Pets': 3, 'Family': 5}\n",
+      "{'Art': 1, 'Sports': 5, 'Politics': 3, 'Books': 3, 'Movies': 1, 'Technology': 4, 'Fashion': 5, 'Outdoor Activities': 5, 'Pets': 2, 'Family': 2}\n",
+      "{'Art': 4, 'Sports': 4, 'Politics': 3, 'Books': 3, 'Movies': 3, 'Technology': 3, 'Fashion': 4, 'Outdoor Activities': 4, 'Pets': 1, 'Family': 3}\n",
+      "{'Art': 5, 'Sports': 5, 'Politics': 5, 'Books': 2, 'Movies': 5, 'Technology': 1, 'Fashion': 1, 'Outdoor Activities': 3, 'Pets': 2, 'Family': 4}\n",
+      "{'Art': 4, 'Sports': 1, 'Politics': 2, 'Books': 5, 'Movies': 1, 'Technology': 3, 'Fashion': 2, 'Outdoor Activities': 4, 'Pets': 1, 'Family': 4}\n",
+      "{'Art': 1, 'Sports': 5, 'Politics': 3, 'Books': 2, 'Movies': 2, 'Technology': 2, 'Fashion': 4, 'Outdoor Activities': 3, 'Pets': 2, 'Family': 5}\n",
+      "{'Art': 5, 'Sports': 3, 'Politics': 4, 'Books': 1, 'Movies': 3, 'Technology': 4, 'Fashion': 5, 'Outdoor Activities': 2, 'Pets': 1, 'Family': 2}\n",
+      "{'Art': 2, 'Sports': 5, 'Politics': 2, 'Books': 3, 'Movies': 3, 'Technology': 4, 'Fashion': 1, 'Outdoor Activities': 3, 'Pets': 1, 'Family': 4}\n",
+      "{'Art': 2, 'Sports': 4, 'Politics': 4, 'Books': 5, 'Movies': 2, 'Technology': 5, 'Fashion': 4, 'Outdoor Activities': 4, 'Pets': 1, 'Family': 2}\n",
+      "{'Art': 5, 'Sports': 1, 'Politics': 4, 'Books': 2, 'Movies': 5, 'Technology': 4, 'Fashion': 1, 'Outdoor Activities': 3, 'Pets': 2, 'Family': 4}\n",
+      "{'Art': 4, 'Sports': 2, 'Politics': 2, 'Books': 5, 'Movies': 2, 'Technology': 4, 'Fashion': 4, 'Outdoor Activities': 3, 'Pets': 5, 'Family': 2}\n",
+      "{'Art': 3, 'Sports': 1, 'Politics': 5, 'Books': 5, 'Movies': 4, 'Technology': 4, 'Fashion': 2, 'Outdoor Activities': 2, 'Pets': 1, 'Family': 2}\n",
+      "{'Art': 1, 'Sports': 2, 'Politics': 2, 'Books': 5, 'Movies': 2, 'Technology': 4, 'Fashion': 2, 'Outdoor Activities': 5, 'Pets': 5, 'Family': 4}\n",
+      "{'Art': 2, 'Sports': 3, 'Politics': 1, 'Books': 5, 'Movies': 5, 'Technology': 1, 'Fashion': 4, 'Outdoor Activities': 1, 'Pets': 5, 'Family': 5}\n",
+      "{'Art': 5, 'Sports': 2, 'Politics': 2, 'Books': 3, 'Movies': 3, 'Technology': 1, 'Fashion': 4, 'Outdoor Activities': 4, 'Pets': 4, 'Family': 4}\n",
+      "{'Art': 2, 'Sports': 4, 'Politics': 2, 'Books': 5, 'Movies': 4, 'Technology': 3, 'Fashion': 3, 'Outdoor Activities': 4, 'Pets': 3, 'Family': 5}\n",
+      "{'Art': 1, 'Sports': 3, 'Politics': 4, 'Books': 1, 'Movies': 2, 'Technology': 2, 'Fashion': 4, 'Outdoor Activities': 2, 'Pets': 3, 'Family': 5}\n",
+      "{'Art': 5, 'Sports': 5, 'Politics': 2, 'Books': 4, 'Movies': 3, 'Technology': 3, 'Fashion': 3, 'Outdoor Activities': 3, 'Pets': 2, 'Family': 1}\n",
+      "{'Art': 2, 'Sports': 5, 'Politics': 1, 'Books': 3, 'Movies': 5, 'Technology': 3, 'Fashion': 3, 'Outdoor Activities': 4, 'Pets': 3, 'Family': 2}\n",
+      "{'Art': 1, 'Sports': 5, 'Politics': 2, 'Books': 2, 'Movies': 1, 'Technology': 2, 'Fashion': 5, 'Outdoor Activities': 5, 'Pets': 3, 'Family': 4}\n",
+      "{'Art': 2, 'Sports': 4, 'Politics': 4, 'Books': 3, 'Movies': 2, 'Technology': 3, 'Fashion': 4, 'Outdoor Activities': 3, 'Pets': 2, 'Family': 1}\n",
+      "{'Art': 5, 'Sports': 4, 'Politics': 3, 'Books': 3, 'Movies': 4, 'Technology': 5, 'Fashion': 2, 'Outdoor Activities': 4, 'Pets': 3, 'Family': 5}\n",
+      "{'Art': 2, 'Sports': 1, 'Politics': 2, 'Books': 5, 'Movies': 1, 'Technology': 4, 'Fashion': 5, 'Outdoor Activities': 2, 'Pets': 4, 'Family': 2}\n",
+      "{'Art': 5, 'Sports': 1, 'Politics': 5, 'Books': 1, 'Movies': 2, 'Technology': 2, 'Fashion': 4, 'Outdoor Activities': 5, 'Pets': 1, 'Family': 4}\n",
+      "{'Art': 4, 'Sports': 1, 'Politics': 1, 'Books': 3, 'Movies': 2, 'Technology': 5, 'Fashion': 5, 'Outdoor Activities': 3, 'Pets': 1, 'Family': 2}\n",
+      "{'Art': 5, 'Sports': 5, 'Politics': 5, 'Books': 2, 'Movies': 3, 'Technology': 5, 'Fashion': 2, 'Outdoor Activities': 1, 'Pets': 2, 'Family': 2}\n",
+      "{'Art': 4, 'Sports': 4, 'Politics': 3, 'Books': 4, 'Movies': 1, 'Technology': 4, 'Fashion': 1, 'Outdoor Activities': 5, 'Pets': 5, 'Family': 1}\n",
+      "{'Art': 5, 'Sports': 4, 'Politics': 5, 'Books': 3, 'Movies': 1, 'Technology': 2, 'Fashion': 1, 'Outdoor Activities': 4, 'Pets': 5, 'Family': 2}\n",
+      "{'Art': 4, 'Sports': 4, 'Politics': 4, 'Books': 2, 'Movies': 5, 'Technology': 3, 'Fashion': 3, 'Outdoor Activities': 1, 'Pets': 4, 'Family': 1}\n",
+      "{'Art': 5, 'Sports': 2, 'Politics': 3, 'Books': 2, 'Movies': 5, 'Technology': 2, 'Fashion': 2, 'Outdoor Activities': 2, 'Pets': 4, 'Family': 1}\n",
+      "{'Art': 4, 'Sports': 3, 'Politics': 2, 'Books': 5, 'Movies': 4, 'Technology': 3, 'Fashion': 1, 'Outdoor Activities': 2, 'Pets': 1, 'Family': 3}\n",
+      "{'Art': 1, 'Sports': 3, 'Politics': 2, 'Books': 1, 'Movies': 3, 'Technology': 1, 'Fashion': 3, 'Outdoor Activities': 2, 'Pets': 2, 'Family': 3}\n",
+      "{'Art': 1, 'Sports': 2, 'Politics': 1, 'Books': 3, 'Movies': 5, 'Technology': 3, 'Fashion': 4, 'Outdoor Activities': 4, 'Pets': 5, 'Family': 1}\n",
+      "{'Art': 2, 'Sports': 1, 'Politics': 4, 'Books': 3, 'Movies': 4, 'Technology': 4, 'Fashion': 3, 'Outdoor Activities': 4, 'Pets': 2, 'Family': 4}\n",
+      "{'Art': 1, 'Sports': 2, 'Politics': 1, 'Books': 3, 'Movies': 2, 'Technology': 1, 'Fashion': 4, 'Outdoor Activities': 3, 'Pets': 2, 'Family': 4}\n",
+      "{'Art': 5, 'Sports': 2, 'Politics': 3, 'Books': 3, 'Movies': 1, 'Technology': 3, 'Fashion': 5, 'Outdoor Activities': 3, 'Pets': 3, 'Family': 3}\n",
+      "{'Art': 2, 'Sports': 1, 'Politics': 5, 'Books': 5, 'Movies': 3, 'Technology': 1, 'Fashion': 4, 'Outdoor Activities': 4, 'Pets': 1, 'Family': 2}\n",
+      "{'Art': 4, 'Sports': 1, 'Politics': 5, 'Books': 1, 'Movies': 5, 'Technology': 3, 'Fashion': 3, 'Outdoor Activities': 4, 'Pets': 5, 'Family': 4}\n",
+      "{'Art': 5, 'Sports': 5, 'Politics': 4, 'Books': 2, 'Movies': 4, 'Technology': 3, 'Fashion': 1, 'Outdoor Activities': 2, 'Pets': 5, 'Family': 4}\n",
+      "{'Art': 1, 'Sports': 2, 'Politics': 2, 'Books': 4, 'Movies': 1, 'Technology': 5, 'Fashion': 3, 'Outdoor Activities': 1, 'Pets': 2, 'Family': 1}\n",
+      "{'Art': 3, 'Sports': 1, 'Politics': 2, 'Books': 4, 'Movies': 5, 'Technology': 1, 'Fashion': 5, 'Outdoor Activities': 3, 'Pets': 2, 'Family': 4}\n",
+      "{'Art': 1, 'Sports': 2, 'Politics': 4, 'Books': 5, 'Movies': 1, 'Technology': 3, 'Fashion': 2, 'Outdoor Activities': 4, 'Pets': 1, 'Family': 2}\n",
+      "{'Art': 5, 'Sports': 3, 'Politics': 5, 'Books': 5, 'Movies': 1, 'Technology': 4, 'Fashion': 1, 'Outdoor Activities': 1, 'Pets': 5, 'Family': 3}\n",
+      "{'Art': 2, 'Sports': 4, 'Politics': 3, 'Books': 4, 'Movies': 1, 'Technology': 1, 'Fashion': 3, 'Outdoor Activities': 5, 'Pets': 2, 'Family': 4}\n",
+      "{'Art': 3, 'Sports': 1, 'Politics': 3, 'Books': 4, 'Movies': 5, 'Technology': 1, 'Fashion': 2, 'Outdoor Activities': 1, 'Pets': 2, 'Family': 4}\n",
+      "{'Art': 4, 'Sports': 1, 'Politics': 4, 'Books': 2, 'Movies': 1, 'Technology': 2, 'Fashion': 2, 'Outdoor Activities': 5, 'Pets': 1, 'Family': 2}\n",
+      "{'Art': 5, 'Sports': 2, 'Politics': 2, 'Books': 2, 'Movies': 5, 'Technology': 4, 'Fashion': 1, 'Outdoor Activities': 1, 'Pets': 4, 'Family': 3}\n",
+      "{'Art': 4, 'Sports': 5, 'Politics': 3, 'Books': 3, 'Movies': 1, 'Technology': 5, 'Fashion': 1, 'Outdoor Activities': 2, 'Pets': 2, 'Family': 1}\n",
+      "{'Art': 2, 'Sports': 3, 'Politics': 3, 'Books': 2, 'Movies': 2, 'Technology': 3, 'Fashion': 5, 'Outdoor Activities': 5, 'Pets': 3, 'Family': 3}\n",
+      "{'Art': 3, 'Sports': 1, 'Politics': 2, 'Books': 4, 'Movies': 5, 'Technology': 4, 'Fashion': 1, 'Outdoor Activities': 2, 'Pets': 1, 'Family': 3}\n",
+      "{'Art': 1, 'Sports': 3, 'Politics': 4, 'Books': 3, 'Movies': 4, 'Technology': 4, 'Fashion': 3, 'Outdoor Activities': 2, 'Pets': 5, 'Family': 3}\n",
+      "{'Art': 5, 'Sports': 5, 'Politics': 3, 'Books': 1, 'Movies': 1, 'Technology': 2, 'Fashion': 2, 'Outdoor Activities': 3, 'Pets': 2, 'Family': 4}\n",
+      "{'Art': 3, 'Sports': 1, 'Politics': 5, 'Books': 1, 'Movies': 1, 'Technology': 1, 'Fashion': 5, 'Outdoor Activities': 4, 'Pets': 2, 'Family': 3}\n",
+      "{'Art': 3, 'Sports': 3, 'Politics': 3, 'Books': 4, 'Movies': 2, 'Technology': 3, 'Fashion': 3, 'Outdoor Activities': 3, 'Pets': 4, 'Family': 5}\n",
+      "{'Art': 5, 'Sports': 5, 'Politics': 4, 'Books': 1, 'Movies': 1, 'Technology': 4, 'Fashion': 2, 'Outdoor Activities': 1, 'Pets': 5, 'Family': 1}\n",
+      "{'Art': 3, 'Sports': 2, 'Politics': 2, 'Books': 1, 'Movies': 4, 'Technology': 2, 'Fashion': 3, 'Outdoor Activities': 4, 'Pets': 2, 'Family': 2}\n",
+      "{'Art': 5, 'Sports': 5, 'Politics': 1, 'Books': 2, 'Movies': 4, 'Technology': 4, 'Fashion': 4, 'Outdoor Activities': 2, 'Pets': 5, 'Family': 5}\n",
+      "{'Art': 5, 'Sports': 4, 'Politics': 1, 'Books': 4, 'Movies': 2, 'Technology': 5, 'Fashion': 5, 'Outdoor Activities': 3, 'Pets': 1, 'Family': 1}\n",
+      "{'Art': 5, 'Sports': 5, 'Politics': 3, 'Books': 1, 'Movies': 2, 'Technology': 4, 'Fashion': 4, 'Outdoor Activities': 2, 'Pets': 5, 'Family': 2}\n",
+      "{'Art': 4, 'Sports': 4, 'Politics': 5, 'Books': 4, 'Movies': 1, 'Technology': 3, 'Fashion': 3, 'Outdoor Activities': 4, 'Pets': 4, 'Family': 4}\n",
+      "{'Art': 1, 'Sports': 1, 'Politics': 5, 'Books': 2, 'Movies': 4, 'Technology': 3, 'Fashion': 5, 'Outdoor Activities': 4, 'Pets': 4, 'Family': 4}\n",
+      "{'Art': 5, 'Sports': 1, 'Politics': 1, 'Books': 1, 'Movies': 5, 'Technology': 5, 'Fashion': 4, 'Outdoor Activities': 4, 'Pets': 5, 'Family': 1}\n",
+      "{'Art': 4, 'Sports': 4, 'Politics': 1, 'Books': 2, 'Movies': 3, 'Technology': 5, 'Fashion': 3, 'Outdoor Activities': 1, 'Pets': 3, 'Family': 2}\n",
+      "{'Art': 1, 'Sports': 5, 'Politics': 1, 'Books': 4, 'Movies': 3, 'Technology': 2, 'Fashion': 4, 'Outdoor Activities': 2, 'Pets': 4, 'Family': 2}\n",
+      "{'Art': 1, 'Sports': 5, 'Politics': 4, 'Books': 4, 'Movies': 5, 'Technology': 4, 'Fashion': 2, 'Outdoor Activities': 5, 'Pets': 5, 'Family': 1}\n",
+      "{'Art': 1, 'Sports': 4, 'Politics': 5, 'Books': 1, 'Movies': 5, 'Technology': 3, 'Fashion': 2, 'Outdoor Activities': 3, 'Pets': 1, 'Family': 1}\n",
+      "{'Art': 4, 'Sports': 3, 'Politics': 2, 'Books': 1, 'Movies': 1, 'Technology': 4, 'Fashion': 2, 'Outdoor Activities': 2, 'Pets': 2, 'Family': 2}\n",
+      "{'Art': 1, 'Sports': 1, 'Politics': 2, 'Books': 3, 'Movies': 4, 'Technology': 1, 'Fashion': 4, 'Outdoor Activities': 1, 'Pets': 1, 'Family': 3}\n",
+      "{'Art': 1, 'Sports': 3, 'Politics': 4, 'Books': 1, 'Movies': 2, 'Technology': 4, 'Fashion': 5, 'Outdoor Activities': 5, 'Pets': 2, 'Family': 2}\n",
+      "{'Art': 3, 'Sports': 5, 'Politics': 3, 'Books': 2, 'Movies': 1, 'Technology': 1, 'Fashion': 5, 'Outdoor Activities': 5, 'Pets': 2, 'Family': 3}\n",
+      "{'Art': 2, 'Sports': 5, 'Politics': 3, 'Books': 2, 'Movies': 1, 'Technology': 5, 'Fashion': 5, 'Outdoor Activities': 3, 'Pets': 4, 'Family': 4}\n",
+      "{'Art': 4, 'Sports': 1, 'Politics': 4, 'Books': 3, 'Movies': 5, 'Technology': 2, 'Fashion': 1, 'Outdoor Activities': 3, 'Pets': 5, 'Family': 1}\n",
+      "{'Art': 1, 'Sports': 2, 'Politics': 2, 'Books': 2, 'Movies': 4, 'Technology': 3, 'Fashion': 3, 'Outdoor Activities': 5, 'Pets': 5, 'Family': 3}\n",
+      "{'Art': 2, 'Sports': 2, 'Politics': 4, 'Books': 4, 'Movies': 1, 'Technology': 3, 'Fashion': 4, 'Outdoor Activities': 4, 'Pets': 2, 'Family': 2}\n",
+      "{'Art': 5, 'Sports': 5, 'Politics': 4, 'Books': 1, 'Movies': 1, 'Technology': 5, 'Fashion': 1, 'Outdoor Activities': 1, 'Pets': 5, 'Family': 5}\n",
+      "{'Art': 2, 'Sports': 1, 'Politics': 2, 'Books': 5, 'Movies': 2, 'Technology': 2, 'Fashion': 2, 'Outdoor Activities': 4, 'Pets': 5, 'Family': 2}\n",
+      "{'Art': 5, 'Sports': 3, 'Politics': 5, 'Books': 1, 'Movies': 4, 'Technology': 4, 'Fashion': 5, 'Outdoor Activities': 4, 'Pets': 2, 'Family': 1}\n",
+      "{'Art': 1, 'Sports': 3, 'Politics': 3, 'Books': 1, 'Movies': 2, 'Technology': 4, 'Fashion': 3, 'Outdoor Activities': 5, 'Pets': 4, 'Family': 4}\n",
+      "{'Art': 5, 'Sports': 2, 'Politics': 5, 'Books': 3, 'Movies': 4, 'Technology': 5, 'Fashion': 2, 'Outdoor Activities': 5, 'Pets': 5, 'Family': 3}\n",
+      "{'Art': 1, 'Sports': 4, 'Politics': 5, 'Books': 5, 'Movies': 4, 'Technology': 1, 'Fashion': 4, 'Outdoor Activities': 1, 'Pets': 5, 'Family': 5}\n",
+      "{'Art': 5, 'Sports': 3, 'Politics': 5, 'Books': 3, 'Movies': 4, 'Technology': 1, 'Fashion': 5, 'Outdoor Activities': 1, 'Pets': 5, 'Family': 4}\n",
+      "{'Art': 3, 'Sports': 2, 'Politics': 4, 'Books': 2, 'Movies': 1, 'Technology': 3, 'Fashion': 4, 'Outdoor Activities': 3, 'Pets': 3, 'Family': 1}\n",
+      "{'Art': 4, 'Sports': 1, 'Politics': 3, 'Books': 1, 'Movies': 2, 'Technology': 3, 'Fashion': 2, 'Outdoor Activities': 2, 'Pets': 4, 'Family': 4}\n",
+      "{'Art': 4, 'Sports': 4, 'Politics': 3, 'Books': 1, 'Movies': 1, 'Technology': 4, 'Fashion': 3, 'Outdoor Activities': 4, 'Pets': 4, 'Family': 4}\n",
+      "{'Art': 3, 'Sports': 1, 'Politics': 2, 'Books': 2, 'Movies': 4, 'Technology': 4, 'Fashion': 3, 'Outdoor Activities': 4, 'Pets': 5, 'Family': 1}\n",
+      "{'Art': 5, 'Sports': 3, 'Politics': 4, 'Books': 3, 'Movies': 5, 'Technology': 1, 'Fashion': 5, 'Outdoor Activities': 1, 'Pets': 1, 'Family': 3}\n",
+      "{'Art': 1, 'Sports': 5, 'Politics': 3, 'Books': 5, 'Movies': 1, 'Technology': 1, 'Fashion': 5, 'Outdoor Activities': 2, 'Pets': 4, 'Family': 4}\n",
+      "{'Art': 1, 'Sports': 2, 'Politics': 3, 'Books': 1, 'Movies': 2, 'Technology': 1, 'Fashion': 1, 'Outdoor Activities': 2, 'Pets': 4, 'Family': 1}\n",
+      "{'Art': 3, 'Sports': 5, 'Politics': 1, 'Books': 2, 'Movies': 2, 'Technology': 4, 'Fashion': 4, 'Outdoor Activities': 4, 'Pets': 5, 'Family': 5}\n",
+      "{'Art': 5, 'Sports': 5, 'Politics': 2, 'Books': 4, 'Movies': 5, 'Technology': 2, 'Fashion': 5, 'Outdoor Activities': 3, 'Pets': 1, 'Family': 3}\n",
+      "{'Art': 3, 'Sports': 1, 'Politics': 4, 'Books': 1, 'Movies': 3, 'Technology': 4, 'Fashion': 3, 'Outdoor Activities': 5, 'Pets': 1, 'Family': 2}\n",
+      "{'Art': 2, 'Sports': 4, 'Politics': 2, 'Books': 2, 'Movies': 5, 'Technology': 5, 'Fashion': 5, 'Outdoor Activities': 1, 'Pets': 2, 'Family': 1}\n",
+      "{'Art': 5, 'Sports': 3, 'Politics': 3, 'Books': 3, 'Movies': 1, 'Technology': 3, 'Fashion': 4, 'Outdoor Activities': 5, 'Pets': 5, 'Family': 3}\n",
+      "{'Art': 3, 'Sports': 1, 'Politics': 5, 'Books': 4, 'Movies': 4, 'Technology': 2, 'Fashion': 3, 'Outdoor Activities': 4, 'Pets': 2, 'Family': 3}\n",
+      "{'Art': 2, 'Sports': 3, 'Politics': 5, 'Books': 3, 'Movies': 5, 'Technology': 3, 'Fashion': 3, 'Outdoor Activities': 5, 'Pets': 3, 'Family': 5}\n",
+      "{'Art': 2, 'Sports': 3, 'Politics': 4, 'Books': 5, 'Movies': 3, 'Technology': 5, 'Fashion': 3, 'Outdoor Activities': 5, 'Pets': 2, 'Family': 3}\n",
+      "{'Art': 4, 'Sports': 4, 'Politics': 4, 'Books': 2, 'Movies': 1, 'Technology': 4, 'Fashion': 1, 'Outdoor Activities': 2, 'Pets': 1, 'Family': 1}\n",
+      "{'Art': 1, 'Sports': 4, 'Politics': 1, 'Books': 5, 'Movies': 4, 'Technology': 5, 'Fashion': 1, 'Outdoor Activities': 5, 'Pets': 2, 'Family': 3}\n",
+      "{'Art': 4, 'Sports': 2, 'Politics': 2, 'Books': 3, 'Movies': 1, 'Technology': 4, 'Fashion': 2, 'Outdoor Activities': 1, 'Pets': 4, 'Family': 5}\n",
+      "{'Art': 1, 'Sports': 4, 'Politics': 1, 'Books': 5, 'Movies': 5, 'Technology': 2, 'Fashion': 1, 'Outdoor Activities': 1, 'Pets': 2, 'Family': 2}\n",
+      "{'Art': 2, 'Sports': 1, 'Politics': 2, 'Books': 4, 'Movies': 2, 'Technology': 4, 'Fashion': 4, 'Outdoor Activities': 1, 'Pets': 5, 'Family': 1}\n",
+      "{'Art': 2, 'Sports': 5, 'Politics': 5, 'Books': 4, 'Movies': 5, 'Technology': 3, 'Fashion': 4, 'Outdoor Activities': 3, 'Pets': 5, 'Family': 1}\n",
+      "{'Art': 5, 'Sports': 1, 'Politics': 3, 'Books': 4, 'Movies': 3, 'Technology': 2, 'Fashion': 1, 'Outdoor Activities': 5, 'Pets': 5, 'Family': 3}\n",
+      "{'Art': 2, 'Sports': 3, 'Politics': 5, 'Books': 2, 'Movies': 4, 'Technology': 4, 'Fashion': 4, 'Outdoor Activities': 3, 'Pets': 2, 'Family': 2}\n",
+      "{'Art': 3, 'Sports': 2, 'Politics': 4, 'Books': 5, 'Movies': 5, 'Technology': 1, 'Fashion': 5, 'Outdoor Activities': 3, 'Pets': 5, 'Family': 4}\n",
+      "{'Art': 4, 'Sports': 5, 'Politics': 2, 'Books': 4, 'Movies': 4, 'Technology': 2, 'Fashion': 2, 'Outdoor Activities': 2, 'Pets': 3, 'Family': 1}\n",
+      "{'Art': 2, 'Sports': 2, 'Politics': 2, 'Books': 3, 'Movies': 1, 'Technology': 3, 'Fashion': 3, 'Outdoor Activities': 1, 'Pets': 5, 'Family': 4}\n",
+      "{'Art': 5, 'Sports': 1, 'Politics': 2, 'Books': 2, 'Movies': 5, 'Technology': 5, 'Fashion': 2, 'Outdoor Activities': 5, 'Pets': 1, 'Family': 4}\n",
+      "{'Art': 4, 'Sports': 2, 'Politics': 2, 'Books': 4, 'Movies': 4, 'Technology': 5, 'Fashion': 5, 'Outdoor Activities': 5, 'Pets': 1, 'Family': 1}\n",
+      "{'Art': 2, 'Sports': 1, 'Politics': 5, 'Books': 1, 'Movies': 4, 'Technology': 2, 'Fashion': 5, 'Outdoor Activities': 2, 'Pets': 1, 'Family': 2}\n",
+      "{'Art': 5, 'Sports': 3, 'Politics': 5, 'Books': 5, 'Movies': 3, 'Technology': 3, 'Fashion': 5, 'Outdoor Activities': 4, 'Pets': 5, 'Family': 1}\n",
+      "{'Art': 2, 'Sports': 3, 'Politics': 5, 'Books': 5, 'Movies': 3, 'Technology': 4, 'Fashion': 1, 'Outdoor Activities': 2, 'Pets': 2, 'Family': 3}\n",
+      "{'Art': 1, 'Sports': 4, 'Politics': 3, 'Books': 5, 'Movies': 3, 'Technology': 1, 'Fashion': 5, 'Outdoor Activities': 1, 'Pets': 3, 'Family': 3}\n",
+      "{'Art': 4, 'Sports': 2, 'Politics': 3, 'Books': 3, 'Movies': 2, 'Technology': 5, 'Fashion': 1, 'Outdoor Activities': 4, 'Pets': 4, 'Family': 1}\n",
+      "{'Art': 1, 'Sports': 3, 'Politics': 5, 'Books': 4, 'Movies': 2, 'Technology': 1, 'Fashion': 2, 'Outdoor Activities': 2, 'Pets': 4, 'Family': 2}\n",
+      "{'Art': 3, 'Sports': 4, 'Politics': 5, 'Books': 2, 'Movies': 3, 'Technology': 3, 'Fashion': 4, 'Outdoor Activities': 5, 'Pets': 4, 'Family': 2}\n",
+      "{'Art': 5, 'Sports': 3, 'Politics': 5, 'Books': 5, 'Movies': 3, 'Technology': 4, 'Fashion': 5, 'Outdoor Activities': 5, 'Pets': 4, 'Family': 5}\n",
+      "{'Art': 3, 'Sports': 4, 'Politics': 4, 'Books': 1, 'Movies': 2, 'Technology': 1, 'Fashion': 4, 'Outdoor Activities': 1, 'Pets': 2, 'Family': 2}\n",
+      "{'Art': 4, 'Sports': 4, 'Politics': 1, 'Books': 5, 'Movies': 3, 'Technology': 1, 'Fashion': 3, 'Outdoor Activities': 3, 'Pets': 2, 'Family': 5}\n",
+      "{'Art': 1, 'Sports': 2, 'Politics': 5, 'Books': 5, 'Movies': 2, 'Technology': 1, 'Fashion': 4, 'Outdoor Activities': 1, 'Pets': 4, 'Family': 1}\n",
+      "{'Art': 3, 'Sports': 5, 'Politics': 2, 'Books': 4, 'Movies': 2, 'Technology': 3, 'Fashion': 2, 'Outdoor Activities': 2, 'Pets': 4, 'Family': 2}\n",
+      "{'Art': 5, 'Sports': 3, 'Politics': 1, 'Books': 2, 'Movies': 1, 'Technology': 1, 'Fashion': 3, 'Outdoor Activities': 3, 'Pets': 3, 'Family': 1}\n",
+      "{'Art': 5, 'Sports': 4, 'Politics': 3, 'Books': 2, 'Movies': 1, 'Technology': 3, 'Fashion': 1, 'Outdoor Activities': 2, 'Pets': 2, 'Family': 1}\n",
+      "{'Art': 5, 'Sports': 4, 'Politics': 5, 'Books': 4, 'Movies': 3, 'Technology': 3, 'Fashion': 3, 'Outdoor Activities': 1, 'Pets': 1, 'Family': 1}\n",
+      "{'Art': 2, 'Sports': 2, 'Politics': 3, 'Books': 1, 'Movies': 4, 'Technology': 1, 'Fashion': 5, 'Outdoor Activities': 5, 'Pets': 3, 'Family': 2}\n",
+      "{'Art': 3, 'Sports': 3, 'Politics': 1, 'Books': 3, 'Movies': 2, 'Technology': 5, 'Fashion': 2, 'Outdoor Activities': 1, 'Pets': 2, 'Family': 3}\n",
+      "{'Art': 2, 'Sports': 1, 'Politics': 4, 'Books': 3, 'Movies': 2, 'Technology': 4, 'Fashion': 1, 'Outdoor Activities': 3, 'Pets': 2, 'Family': 2}\n",
+      "{'Art': 2, 'Sports': 5, 'Politics': 3, 'Books': 2, 'Movies': 5, 'Technology': 5, 'Fashion': 2, 'Outdoor Activities': 4, 'Pets': 2, 'Family': 1}\n",
+      "{'Art': 1, 'Sports': 2, 'Politics': 1, 'Books': 4, 'Movies': 4, 'Technology': 5, 'Fashion': 1, 'Outdoor Activities': 3, 'Pets': 1, 'Family': 2}\n",
+      "{'Art': 3, 'Sports': 3, 'Politics': 3, 'Books': 1, 'Movies': 5, 'Technology': 3, 'Fashion': 1, 'Outdoor Activities': 4, 'Pets': 2, 'Family': 4}\n",
+      "{'Art': 4, 'Sports': 2, 'Politics': 3, 'Books': 5, 'Movies': 3, 'Technology': 3, 'Fashion': 5, 'Outdoor Activities': 1, 'Pets': 4, 'Family': 5}\n",
+      "{'Art': 2, 'Sports': 1, 'Politics': 2, 'Books': 5, 'Movies': 2, 'Technology': 2, 'Fashion': 4, 'Outdoor Activities': 3, 'Pets': 2, 'Family': 3}\n",
+      "{'Art': 5, 'Sports': 2, 'Politics': 5, 'Books': 1, 'Movies': 1, 'Technology': 2, 'Fashion': 2, 'Outdoor Activities': 2, 'Pets': 4, 'Family': 1}\n",
+      "{'Art': 2, 'Sports': 5, 'Politics': 2, 'Books': 4, 'Movies': 3, 'Technology': 1, 'Fashion': 1, 'Outdoor Activities': 2, 'Pets': 3, 'Family': 5}\n",
+      "{'Art': 3, 'Sports': 4, 'Politics': 1, 'Books': 1, 'Movies': 2, 'Technology': 3, 'Fashion': 2, 'Outdoor Activities': 2, 'Pets': 4, 'Family': 5}\n",
+      "{'Art': 4, 'Sports': 5, 'Politics': 3, 'Books': 2, 'Movies': 5, 'Technology': 2, 'Fashion': 3, 'Outdoor Activities': 1, 'Pets': 3, 'Family': 2}\n",
+      "{'Art': 1, 'Sports': 1, 'Politics': 5, 'Books': 5, 'Movies': 2, 'Technology': 4, 'Fashion': 5, 'Outdoor Activities': 5, 'Pets': 3, 'Family': 3}\n",
+      "{'Art': 2, 'Sports': 5, 'Politics': 5, 'Books': 3, 'Movies': 2, 'Technology': 2, 'Fashion': 2, 'Outdoor Activities': 2, 'Pets': 5, 'Family': 1}\n",
+      "{'Art': 2, 'Sports': 2, 'Politics': 1, 'Books': 1, 'Movies': 4, 'Technology': 3, 'Fashion': 3, 'Outdoor Activities': 3, 'Pets': 1, 'Family': 2}\n",
+      "{'Art': 2, 'Sports': 4, 'Politics': 1, 'Books': 1, 'Movies': 1, 'Technology': 5, 'Fashion': 4, 'Outdoor Activities': 2, 'Pets': 2, 'Family': 4}\n",
+      "{'Art': 3, 'Sports': 4, 'Politics': 5, 'Books': 4, 'Movies': 3, 'Technology': 4, 'Fashion': 3, 'Outdoor Activities': 1, 'Pets': 2, 'Family': 3}\n",
+      "{'Art': 2, 'Sports': 3, 'Politics': 5, 'Books': 5, 'Movies': 5, 'Technology': 5, 'Fashion': 4, 'Outdoor Activities': 5, 'Pets': 1, 'Family': 4}\n",
+      "{'Art': 4, 'Sports': 4, 'Politics': 3, 'Books': 5, 'Movies': 2, 'Technology': 3, 'Fashion': 2, 'Outdoor Activities': 3, 'Pets': 2, 'Family': 4}\n",
+      "{'Art': 5, 'Sports': 1, 'Politics': 2, 'Books': 3, 'Movies': 3, 'Technology': 4, 'Fashion': 3, 'Outdoor Activities': 4, 'Pets': 1, 'Family': 3}\n",
+      "{'Art': 1, 'Sports': 3, 'Politics': 3, 'Books': 4, 'Movies': 3, 'Technology': 4, 'Fashion': 4, 'Outdoor Activities': 5, 'Pets': 2, 'Family': 1}\n",
+      "{'Art': 5, 'Sports': 4, 'Politics': 5, 'Books': 3, 'Movies': 3, 'Technology': 5, 'Fashion': 3, 'Outdoor Activities': 1, 'Pets': 5, 'Family': 1}\n",
+      "{'Art': 3, 'Sports': 3, 'Politics': 2, 'Books': 2, 'Movies': 1, 'Technology': 5, 'Fashion': 1, 'Outdoor Activities': 3, 'Pets': 3, 'Family': 2}\n",
+      "{'Art': 2, 'Sports': 4, 'Politics': 2, 'Books': 2, 'Movies': 1, 'Technology': 3, 'Fashion': 5, 'Outdoor Activities': 1, 'Pets': 1, 'Family': 5}\n",
+      "{'Art': 5, 'Sports': 4, 'Politics': 3, 'Books': 3, 'Movies': 5, 'Technology': 3, 'Fashion': 1, 'Outdoor Activities': 2, 'Pets': 3, 'Family': 3}\n",
+      "{'Art': 1, 'Sports': 1, 'Politics': 3, 'Books': 3, 'Movies': 4, 'Technology': 4, 'Fashion': 3, 'Outdoor Activities': 4, 'Pets': 2, 'Family': 4}\n",
+      "{'Art': 3, 'Sports': 3, 'Politics': 1, 'Books': 4, 'Movies': 4, 'Technology': 3, 'Fashion': 3, 'Outdoor Activities': 3, 'Pets': 5, 'Family': 2}\n",
+      "{'Art': 1, 'Sports': 5, 'Politics': 3, 'Books': 1, 'Movies': 2, 'Technology': 2, 'Fashion': 2, 'Outdoor Activities': 1, 'Pets': 2, 'Family': 5}\n",
+      "{'Art': 4, 'Sports': 2, 'Politics': 4, 'Books': 3, 'Movies': 1, 'Technology': 5, 'Fashion': 3, 'Outdoor Activities': 1, 'Pets': 1, 'Family': 4}\n",
+      "{'Art': 2, 'Sports': 4, 'Politics': 1, 'Books': 3, 'Movies': 2, 'Technology': 5, 'Fashion': 3, 'Outdoor Activities': 3, 'Pets': 4, 'Family': 3}\n",
+      "{'Art': 1, 'Sports': 4, 'Politics': 4, 'Books': 5, 'Movies': 4, 'Technology': 3, 'Fashion': 4, 'Outdoor Activities': 1, 'Pets': 3, 'Family': 1}\n",
+      "{'Art': 5, 'Sports': 4, 'Politics': 1, 'Books': 1, 'Movies': 5, 'Technology': 3, 'Fashion': 3, 'Outdoor Activities': 3, 'Pets': 5, 'Family': 2}\n",
+      "{'Art': 4, 'Sports': 3, 'Politics': 3, 'Books': 2, 'Movies': 3, 'Technology': 1, 'Fashion': 4, 'Outdoor Activities': 2, 'Pets': 4, 'Family': 5}\n",
+      "{'Art': 5, 'Sports': 3, 'Politics': 2, 'Books': 1, 'Movies': 2, 'Technology': 3, 'Fashion': 4, 'Outdoor Activities': 4, 'Pets': 1, 'Family': 1}\n",
+      "{'Art': 2, 'Sports': 1, 'Politics': 2, 'Books': 1, 'Movies': 4, 'Technology': 4, 'Fashion': 4, 'Outdoor Activities': 3, 'Pets': 5, 'Family': 4}\n",
+      "{'Art': 2, 'Sports': 1, 'Politics': 2, 'Books': 3, 'Movies': 2, 'Technology': 4, 'Fashion': 1, 'Outdoor Activities': 5, 'Pets': 3, 'Family': 3}\n",
+      "{'Art': 1, 'Sports': 1, 'Politics': 2, 'Books': 2, 'Movies': 2, 'Technology': 4, 'Fashion': 4, 'Outdoor Activities': 2, 'Pets': 5, 'Family': 2}\n",
+      "{'Art': 2, 'Sports': 3, 'Politics': 2, 'Books': 2, 'Movies': 3, 'Technology': 4, 'Fashion': 3, 'Outdoor Activities': 4, 'Pets': 1, 'Family': 1}\n",
+      "{'Art': 1, 'Sports': 5, 'Politics': 3, 'Books': 3, 'Movies': 5, 'Technology': 2, 'Fashion': 1, 'Outdoor Activities': 4, 'Pets': 4, 'Family': 1}\n",
+      "{'Art': 3, 'Sports': 1, 'Politics': 2, 'Books': 4, 'Movies': 5, 'Technology': 2, 'Fashion': 5, 'Outdoor Activities': 3, 'Pets': 4, 'Family': 4}\n",
+      "{'Art': 4, 'Sports': 4, 'Politics': 3, 'Books': 5, 'Movies': 5, 'Technology': 3, 'Fashion': 1, 'Outdoor Activities': 1, 'Pets': 4, 'Family': 4}\n",
+      "{'Art': 3, 'Sports': 3, 'Politics': 3, 'Books': 1, 'Movies': 5, 'Technology': 5, 'Fashion': 1, 'Outdoor Activities': 3, 'Pets': 5, 'Family': 3}\n",
+      "{'Art': 5, 'Sports': 5, 'Politics': 1, 'Books': 4, 'Movies': 5, 'Technology': 1, 'Fashion': 3, 'Outdoor Activities': 3, 'Pets': 5, 'Family': 2}\n",
+      "{'Art': 1, 'Sports': 1, 'Politics': 5, 'Books': 3, 'Movies': 1, 'Technology': 1, 'Fashion': 4, 'Outdoor Activities': 3, 'Pets': 4, 'Family': 2}\n",
+      "{'Art': 4, 'Sports': 3, 'Politics': 2, 'Books': 3, 'Movies': 1, 'Technology': 5, 'Fashion': 1, 'Outdoor Activities': 1, 'Pets': 5, 'Family': 1}\n",
+      "{'Art': 1, 'Sports': 5, 'Politics': 3, 'Books': 1, 'Movies': 3, 'Technology': 4, 'Fashion': 4, 'Outdoor Activities': 3, 'Pets': 5, 'Family': 1}\n",
+      "{'Art': 1, 'Sports': 2, 'Politics': 3, 'Books': 2, 'Movies': 3, 'Technology': 2, 'Fashion': 5, 'Outdoor Activities': 5, 'Pets': 3, 'Family': 3}\n",
+      "{'Art': 3, 'Sports': 3, 'Politics': 3, 'Books': 3, 'Movies': 1, 'Technology': 4, 'Fashion': 1, 'Outdoor Activities': 2, 'Pets': 3, 'Family': 2}\n",
+      "{'Art': 2, 'Sports': 5, 'Politics': 3, 'Books': 1, 'Movies': 1, 'Technology': 2, 'Fashion': 3, 'Outdoor Activities': 1, 'Pets': 3, 'Family': 3}\n",
+      "{'Art': 5, 'Sports': 3, 'Politics': 1, 'Books': 4, 'Movies': 2, 'Technology': 2, 'Fashion': 3, 'Outdoor Activities': 4, 'Pets': 2, 'Family': 3}\n",
+      "{'Art': 4, 'Sports': 4, 'Politics': 1, 'Books': 2, 'Movies': 4, 'Technology': 3, 'Fashion': 1, 'Outdoor Activities': 1, 'Pets': 3, 'Family': 3}\n",
+      "{'Art': 2, 'Sports': 2, 'Politics': 3, 'Books': 2, 'Movies': 1, 'Technology': 4, 'Fashion': 2, 'Outdoor Activities': 1, 'Pets': 5, 'Family': 2}\n",
+      "{'Art': 4, 'Sports': 3, 'Politics': 3, 'Books': 4, 'Movies': 3, 'Technology': 5, 'Fashion': 4, 'Outdoor Activities': 5, 'Pets': 4, 'Family': 1}\n",
+      "{'Art': 4, 'Sports': 4, 'Politics': 2, 'Books': 2, 'Movies': 3, 'Technology': 5, 'Fashion': 4, 'Outdoor Activities': 3, 'Pets': 1, 'Family': 4}\n",
+      "{'Art': 1, 'Sports': 4, 'Politics': 3, 'Books': 4, 'Movies': 2, 'Technology': 5, 'Fashion': 4, 'Outdoor Activities': 2, 'Pets': 3, 'Family': 5}\n",
+      "{'Art': 1, 'Sports': 2, 'Politics': 3, 'Books': 4, 'Movies': 1, 'Technology': 4, 'Fashion': 4, 'Outdoor Activities': 3, 'Pets': 3, 'Family': 2}\n",
+      "{'Art': 5, 'Sports': 2, 'Politics': 2, 'Books': 2, 'Movies': 3, 'Technology': 2, 'Fashion': 2, 'Outdoor Activities': 5, 'Pets': 1, 'Family': 3}\n",
+      "{'Art': 4, 'Sports': 4, 'Politics': 3, 'Books': 1, 'Movies': 4, 'Technology': 1, 'Fashion': 3, 'Outdoor Activities': 4, 'Pets': 5, 'Family': 5}\n",
+      "{'Art': 1, 'Sports': 2, 'Politics': 1, 'Books': 3, 'Movies': 4, 'Technology': 4, 'Fashion': 1, 'Outdoor Activities': 1, 'Pets': 4, 'Family': 3}\n",
+      "{'Art': 5, 'Sports': 2, 'Politics': 3, 'Books': 5, 'Movies': 4, 'Technology': 2, 'Fashion': 3, 'Outdoor Activities': 1, 'Pets': 1, 'Family': 5}\n",
+      "{'Art': 5, 'Sports': 4, 'Politics': 2, 'Books': 1, 'Movies': 5, 'Technology': 5, 'Fashion': 1, 'Outdoor Activities': 2, 'Pets': 4, 'Family': 5}\n",
+      "{'Art': 5, 'Sports': 1, 'Politics': 3, 'Books': 5, 'Movies': 5, 'Technology': 1, 'Fashion': 2, 'Outdoor Activities': 5, 'Pets': 5, 'Family': 2}\n",
+      "{'Art': 5, 'Sports': 5, 'Politics': 3, 'Books': 5, 'Movies': 4, 'Technology': 5, 'Fashion': 2, 'Outdoor Activities': 1, 'Pets': 5, 'Family': 5}\n",
+      "{'Art': 1, 'Sports': 1, 'Politics': 4, 'Books': 2, 'Movies': 1, 'Technology': 2, 'Fashion': 4, 'Outdoor Activities': 2, 'Pets': 3, 'Family': 4}\n",
+      "{'Art': 3, 'Sports': 2, 'Politics': 4, 'Books': 1, 'Movies': 3, 'Technology': 3, 'Fashion': 3, 'Outdoor Activities': 4, 'Pets': 3, 'Family': 5}\n",
+      "{'Art': 3, 'Sports': 3, 'Politics': 2, 'Books': 1, 'Movies': 1, 'Technology': 3, 'Fashion': 3, 'Outdoor Activities': 5, 'Pets': 5, 'Family': 1}\n",
+      "{'Art': 2, 'Sports': 1, 'Politics': 5, 'Books': 2, 'Movies': 3, 'Technology': 5, 'Fashion': 4, 'Outdoor Activities': 3, 'Pets': 3, 'Family': 4}\n",
+      "{'Art': 1, 'Sports': 4, 'Politics': 5, 'Books': 1, 'Movies': 5, 'Technology': 4, 'Fashion': 2, 'Outdoor Activities': 2, 'Pets': 4, 'Family': 3}\n",
+      "{'Art': 5, 'Sports': 4, 'Politics': 1, 'Books': 5, 'Movies': 4, 'Technology': 5, 'Fashion': 1, 'Outdoor Activities': 1, 'Pets': 4, 'Family': 3}\n",
+      "{'Art': 5, 'Sports': 2, 'Politics': 5, 'Books': 3, 'Movies': 5, 'Technology': 1, 'Fashion': 5, 'Outdoor Activities': 3, 'Pets': 4, 'Family': 2}\n",
+      "{'Art': 3, 'Sports': 4, 'Politics': 4, 'Books': 3, 'Movies': 3, 'Technology': 4, 'Fashion': 3, 'Outdoor Activities': 1, 'Pets': 2, 'Family': 5}\n",
+      "{'Art': 4, 'Sports': 2, 'Politics': 5, 'Books': 5, 'Movies': 1, 'Technology': 4, 'Fashion': 3, 'Outdoor Activities': 2, 'Pets': 4, 'Family': 3}\n",
+      "{'Art': 5, 'Sports': 4, 'Politics': 3, 'Books': 3, 'Movies': 5, 'Technology': 4, 'Fashion': 5, 'Outdoor Activities': 4, 'Pets': 1, 'Family': 5}\n",
+      "{'Art': 2, 'Sports': 5, 'Politics': 5, 'Books': 1, 'Movies': 5, 'Technology': 2, 'Fashion': 4, 'Outdoor Activities': 4, 'Pets': 4, 'Family': 2}\n",
+      "{'Art': 3, 'Sports': 1, 'Politics': 5, 'Books': 5, 'Movies': 3, 'Technology': 4, 'Fashion': 2, 'Outdoor Activities': 2, 'Pets': 5, 'Family': 3}\n",
+      "{'Art': 5, 'Sports': 1, 'Politics': 4, 'Books': 3, 'Movies': 4, 'Technology': 1, 'Fashion': 4, 'Outdoor Activities': 2, 'Pets': 5, 'Family': 1}\n",
+      "{'Art': 2, 'Sports': 4, 'Politics': 4, 'Books': 2, 'Movies': 2, 'Technology': 2, 'Fashion': 4, 'Outdoor Activities': 1, 'Pets': 3, 'Family': 5}\n",
+      "{'Art': 2, 'Sports': 3, 'Politics': 3, 'Books': 1, 'Movies': 4, 'Technology': 1, 'Fashion': 1, 'Outdoor Activities': 1, 'Pets': 3, 'Family': 3}\n",
+      "{'Art': 4, 'Sports': 3, 'Politics': 5, 'Books': 3, 'Movies': 1, 'Technology': 3, 'Fashion': 3, 'Outdoor Activities': 1, 'Pets': 3, 'Family': 1}\n",
+      "{'Art': 3, 'Sports': 5, 'Politics': 5, 'Books': 5, 'Movies': 4, 'Technology': 3, 'Fashion': 3, 'Outdoor Activities': 1, 'Pets': 3, 'Family': 1}\n",
+      "{'Art': 3, 'Sports': 2, 'Politics': 2, 'Books': 1, 'Movies': 3, 'Technology': 5, 'Fashion': 5, 'Outdoor Activities': 2, 'Pets': 3, 'Family': 2}\n",
+      "{'Art': 3, 'Sports': 3, 'Politics': 4, 'Books': 5, 'Movies': 5, 'Technology': 3, 'Fashion': 3, 'Outdoor Activities': 1, 'Pets': 2, 'Family': 5}\n",
+      "{'Art': 5, 'Sports': 1, 'Politics': 3, 'Books': 4, 'Movies': 1, 'Technology': 1, 'Fashion': 2, 'Outdoor Activities': 5, 'Pets': 3, 'Family': 2}\n",
+      "{'Art': 1, 'Sports': 3, 'Politics': 4, 'Books': 5, 'Movies': 3, 'Technology': 1, 'Fashion': 2, 'Outdoor Activities': 4, 'Pets': 1, 'Family': 2}\n",
+      "{'Art': 4, 'Sports': 4, 'Politics': 4, 'Books': 1, 'Movies': 1, 'Technology': 2, 'Fashion': 5, 'Outdoor Activities': 1, 'Pets': 4, 'Family': 1}\n",
+      "{'Art': 2, 'Sports': 5, 'Politics': 4, 'Books': 1, 'Movies': 5, 'Technology': 1, 'Fashion': 2, 'Outdoor Activities': 1, 'Pets': 5, 'Family': 2}\n",
+      "{'Art': 5, 'Sports': 1, 'Politics': 5, 'Books': 3, 'Movies': 1, 'Technology': 5, 'Fashion': 1, 'Outdoor Activities': 1, 'Pets': 2, 'Family': 1}\n",
+      "{'Art': 4, 'Sports': 4, 'Politics': 4, 'Books': 2, 'Movies': 3, 'Technology': 1, 'Fashion': 4, 'Outdoor Activities': 5, 'Pets': 2, 'Family': 3}\n",
+      "{'Art': 5, 'Sports': 2, 'Politics': 4, 'Books': 2, 'Movies': 5, 'Technology': 3, 'Fashion': 1, 'Outdoor Activities': 4, 'Pets': 5, 'Family': 2}\n",
+      "{'Art': 3, 'Sports': 2, 'Politics': 1, 'Books': 4, 'Movies': 3, 'Technology': 1, 'Fashion': 2, 'Outdoor Activities': 4, 'Pets': 4, 'Family': 2}\n",
+      "{'Art': 2, 'Sports': 3, 'Politics': 1, 'Books': 5, 'Movies': 2, 'Technology': 2, 'Fashion': 1, 'Outdoor Activities': 1, 'Pets': 3, 'Family': 3}\n",
+      "{'Art': 5, 'Sports': 5, 'Politics': 3, 'Books': 5, 'Movies': 5, 'Technology': 4, 'Fashion': 3, 'Outdoor Activities': 5, 'Pets': 3, 'Family': 4}\n",
+      "{'Art': 4, 'Sports': 4, 'Politics': 1, 'Books': 1, 'Movies': 2, 'Technology': 2, 'Fashion': 1, 'Outdoor Activities': 3, 'Pets': 5, 'Family': 4}\n",
+      "{'Art': 4, 'Sports': 5, 'Politics': 3, 'Books': 4, 'Movies': 5, 'Technology': 5, 'Fashion': 5, 'Outdoor Activities': 5, 'Pets': 3, 'Family': 4}\n",
+      "{'Art': 3, 'Sports': 5, 'Politics': 1, 'Books': 3, 'Movies': 1, 'Technology': 5, 'Fashion': 2, 'Outdoor Activities': 2, 'Pets': 3, 'Family': 2}\n",
+      "{'Art': 5, 'Sports': 5, 'Politics': 1, 'Books': 2, 'Movies': 5, 'Technology': 3, 'Fashion': 1, 'Outdoor Activities': 1, 'Pets': 4, 'Family': 3}\n",
+      "{'Art': 4, 'Sports': 2, 'Politics': 4, 'Books': 4, 'Movies': 2, 'Technology': 4, 'Fashion': 3, 'Outdoor Activities': 5, 'Pets': 2, 'Family': 2}\n",
+      "{'Art': 1, 'Sports': 3, 'Politics': 2, 'Books': 2, 'Movies': 3, 'Technology': 3, 'Fashion': 2, 'Outdoor Activities': 2, 'Pets': 5, 'Family': 4}\n",
+      "{'Art': 1, 'Sports': 3, 'Politics': 3, 'Books': 3, 'Movies': 5, 'Technology': 4, 'Fashion': 3, 'Outdoor Activities': 2, 'Pets': 5, 'Family': 4}\n",
+      "{'Art': 2, 'Sports': 3, 'Politics': 5, 'Books': 4, 'Movies': 1, 'Technology': 3, 'Fashion': 1, 'Outdoor Activities': 3, 'Pets': 1, 'Family': 1}\n",
+      "{'Art': 2, 'Sports': 1, 'Politics': 1, 'Books': 1, 'Movies': 5, 'Technology': 4, 'Fashion': 1, 'Outdoor Activities': 3, 'Pets': 2, 'Family': 1}\n",
+      "{'Art': 5, 'Sports': 3, 'Politics': 2, 'Books': 3, 'Movies': 2, 'Technology': 4, 'Fashion': 4, 'Outdoor Activities': 5, 'Pets': 5, 'Family': 5}\n",
+      "{'Art': 3, 'Sports': 1, 'Politics': 1, 'Books': 1, 'Movies': 5, 'Technology': 4, 'Fashion': 2, 'Outdoor Activities': 2, 'Pets': 3, 'Family': 2}\n",
+      "{'Art': 3, 'Sports': 3, 'Politics': 2, 'Books': 1, 'Movies': 2, 'Technology': 4, 'Fashion': 1, 'Outdoor Activities': 5, 'Pets': 2, 'Family': 3}\n",
+      "{'Art': 3, 'Sports': 4, 'Politics': 1, 'Books': 4, 'Movies': 4, 'Technology': 4, 'Fashion': 2, 'Outdoor Activities': 1, 'Pets': 5, 'Family': 5}\n",
+      "{'Art': 2, 'Sports': 5, 'Politics': 1, 'Books': 1, 'Movies': 1, 'Technology': 1, 'Fashion': 5, 'Outdoor Activities': 4, 'Pets': 4, 'Family': 3}\n",
+      "{'Art': 3, 'Sports': 4, 'Politics': 4, 'Books': 3, 'Movies': 3, 'Technology': 4, 'Fashion': 3, 'Outdoor Activities': 3, 'Pets': 4, 'Family': 1}\n",
+      "{'Art': 2, 'Sports': 5, 'Politics': 2, 'Books': 2, 'Movies': 4, 'Technology': 5, 'Fashion': 3, 'Outdoor Activities': 1, 'Pets': 2, 'Family': 3}\n",
+      "{'Art': 3, 'Sports': 1, 'Politics': 4, 'Books': 5, 'Movies': 4, 'Technology': 5, 'Fashion': 1, 'Outdoor Activities': 2, 'Pets': 2, 'Family': 2}\n",
+      "{'Art': 3, 'Sports': 4, 'Politics': 1, 'Books': 2, 'Movies': 3, 'Technology': 3, 'Fashion': 2, 'Outdoor Activities': 5, 'Pets': 3, 'Family': 1}\n",
+      "{'Art': 3, 'Sports': 3, 'Politics': 5, 'Books': 5, 'Movies': 2, 'Technology': 2, 'Fashion': 4, 'Outdoor Activities': 1, 'Pets': 3, 'Family': 3}\n",
+      "{'Art': 5, 'Sports': 2, 'Politics': 3, 'Books': 3, 'Movies': 1, 'Technology': 2, 'Fashion': 2, 'Outdoor Activities': 3, 'Pets': 5, 'Family': 5}\n",
+      "{'Art': 5, 'Sports': 2, 'Politics': 3, 'Books': 2, 'Movies': 4, 'Technology': 1, 'Fashion': 4, 'Outdoor Activities': 3, 'Pets': 2, 'Family': 5}\n",
+      "{'Art': 5, 'Sports': 1, 'Politics': 1, 'Books': 4, 'Movies': 1, 'Technology': 4, 'Fashion': 5, 'Outdoor Activities': 4, 'Pets': 4, 'Family': 1}\n",
+      "{'Art': 3, 'Sports': 3, 'Politics': 5, 'Books': 5, 'Movies': 4, 'Technology': 1, 'Fashion': 4, 'Outdoor Activities': 4, 'Pets': 2, 'Family': 4}\n",
+      "{'Art': 2, 'Sports': 5, 'Politics': 2, 'Books': 1, 'Movies': 2, 'Technology': 4, 'Fashion': 3, 'Outdoor Activities': 3, 'Pets': 1, 'Family': 3}\n",
+      "{'Art': 3, 'Sports': 5, 'Politics': 2, 'Books': 1, 'Movies': 5, 'Technology': 3, 'Fashion': 2, 'Outdoor Activities': 1, 'Pets': 2, 'Family': 5}\n",
+      "{'Art': 2, 'Sports': 1, 'Politics': 3, 'Books': 3, 'Movies': 2, 'Technology': 1, 'Fashion': 3, 'Outdoor Activities': 3, 'Pets': 3, 'Family': 5}\n",
+      "{'Art': 5, 'Sports': 4, 'Politics': 2, 'Books': 5, 'Movies': 3, 'Technology': 5, 'Fashion': 3, 'Outdoor Activities': 5, 'Pets': 2, 'Family': 5}\n",
+      "{'Art': 3, 'Sports': 2, 'Politics': 2, 'Books': 2, 'Movies': 4, 'Technology': 3, 'Fashion': 2, 'Outdoor Activities': 3, 'Pets': 3, 'Family': 2}\n",
+      "{'Art': 5, 'Sports': 4, 'Politics': 1, 'Books': 5, 'Movies': 3, 'Technology': 1, 'Fashion': 4, 'Outdoor Activities': 1, 'Pets': 1, 'Family': 4}\n",
+      "{'Art': 1, 'Sports': 3, 'Politics': 1, 'Books': 4, 'Movies': 2, 'Technology': 5, 'Fashion': 5, 'Outdoor Activities': 1, 'Pets': 3, 'Family': 3}\n",
+      "{'Art': 1, 'Sports': 3, 'Politics': 2, 'Books': 2, 'Movies': 2, 'Technology': 1, 'Fashion': 3, 'Outdoor Activities': 5, 'Pets': 2, 'Family': 4}\n",
+      "{'Art': 4, 'Sports': 3, 'Politics': 4, 'Books': 4, 'Movies': 5, 'Technology': 4, 'Fashion': 4, 'Outdoor Activities': 5, 'Pets': 3, 'Family': 2}\n",
+      "{'Art': 4, 'Sports': 5, 'Politics': 1, 'Books': 3, 'Movies': 1, 'Technology': 5, 'Fashion': 2, 'Outdoor Activities': 3, 'Pets': 2, 'Family': 4}\n",
+      "{'Art': 1, 'Sports': 1, 'Politics': 4, 'Books': 3, 'Movies': 3, 'Technology': 3, 'Fashion': 1, 'Outdoor Activities': 5, 'Pets': 2, 'Family': 2}\n",
+      "{'Art': 5, 'Sports': 4, 'Politics': 4, 'Books': 4, 'Movies': 2, 'Technology': 1, 'Fashion': 2, 'Outdoor Activities': 5, 'Pets': 2, 'Family': 5}\n",
+      "{'Art': 4, 'Sports': 2, 'Politics': 3, 'Books': 3, 'Movies': 2, 'Technology': 4, 'Fashion': 4, 'Outdoor Activities': 2, 'Pets': 3, 'Family': 3}\n",
+      "{'Art': 1, 'Sports': 3, 'Politics': 1, 'Books': 4, 'Movies': 1, 'Technology': 4, 'Fashion': 5, 'Outdoor Activities': 2, 'Pets': 2, 'Family': 5}\n",
+      "{'Art': 3, 'Sports': 3, 'Politics': 3, 'Books': 5, 'Movies': 3, 'Technology': 2, 'Fashion': 3, 'Outdoor Activities': 1, 'Pets': 2, 'Family': 5}\n",
+      "{'Art': 5, 'Sports': 2, 'Politics': 4, 'Books': 2, 'Movies': 3, 'Technology': 5, 'Fashion': 2, 'Outdoor Activities': 4, 'Pets': 4, 'Family': 5}\n",
+      "{'Art': 4, 'Sports': 1, 'Politics': 5, 'Books': 2, 'Movies': 2, 'Technology': 1, 'Fashion': 2, 'Outdoor Activities': 4, 'Pets': 1, 'Family': 1}\n",
+      "{'Art': 5, 'Sports': 3, 'Politics': 1, 'Books': 2, 'Movies': 5, 'Technology': 4, 'Fashion': 2, 'Outdoor Activities': 2, 'Pets': 1, 'Family': 3}\n",
+      "{'Art': 5, 'Sports': 3, 'Politics': 5, 'Books': 4, 'Movies': 3, 'Technology': 3, 'Fashion': 5, 'Outdoor Activities': 3, 'Pets': 2, 'Family': 2}\n",
+      "{'Art': 3, 'Sports': 2, 'Politics': 3, 'Books': 1, 'Movies': 2, 'Technology': 1, 'Fashion': 3, 'Outdoor Activities': 4, 'Pets': 1, 'Family': 1}\n",
+      "{'Art': 5, 'Sports': 2, 'Politics': 4, 'Books': 4, 'Movies': 2, 'Technology': 3, 'Fashion': 5, 'Outdoor Activities': 3, 'Pets': 4, 'Family': 2}\n",
+      "{'Art': 2, 'Sports': 1, 'Politics': 2, 'Books': 4, 'Movies': 4, 'Technology': 5, 'Fashion': 5, 'Outdoor Activities': 2, 'Pets': 3, 'Family': 1}\n",
+      "{'Art': 4, 'Sports': 4, 'Politics': 3, 'Books': 3, 'Movies': 1, 'Technology': 3, 'Fashion': 5, 'Outdoor Activities': 2, 'Pets': 4, 'Family': 3}\n",
+      "{'Art': 4, 'Sports': 2, 'Politics': 5, 'Books': 1, 'Movies': 1, 'Technology': 1, 'Fashion': 5, 'Outdoor Activities': 1, 'Pets': 3, 'Family': 2}\n",
+      "{'Art': 4, 'Sports': 2, 'Politics': 1, 'Books': 4, 'Movies': 4, 'Technology': 1, 'Fashion': 4, 'Outdoor Activities': 1, 'Pets': 1, 'Family': 1}\n",
+      "{'Art': 1, 'Sports': 3, 'Politics': 1, 'Books': 5, 'Movies': 3, 'Technology': 4, 'Fashion': 3, 'Outdoor Activities': 4, 'Pets': 2, 'Family': 2}\n",
+      "{'Art': 4, 'Sports': 2, 'Politics': 2, 'Books': 1, 'Movies': 3, 'Technology': 5, 'Fashion': 1, 'Outdoor Activities': 2, 'Pets': 1, 'Family': 4}\n",
+      "{'Art': 4, 'Sports': 3, 'Politics': 4, 'Books': 4, 'Movies': 2, 'Technology': 5, 'Fashion': 2, 'Outdoor Activities': 5, 'Pets': 1, 'Family': 1}\n",
+      "{'Art': 5, 'Sports': 4, 'Politics': 4, 'Books': 1, 'Movies': 5, 'Technology': 1, 'Fashion': 4, 'Outdoor Activities': 1, 'Pets': 1, 'Family': 2}\n",
+      "{'Art': 4, 'Sports': 1, 'Politics': 2, 'Books': 3, 'Movies': 2, 'Technology': 4, 'Fashion': 4, 'Outdoor Activities': 5, 'Pets': 2, 'Family': 2}\n",
+      "{'Art': 1, 'Sports': 1, 'Politics': 3, 'Books': 3, 'Movies': 2, 'Technology': 3, 'Fashion': 4, 'Outdoor Activities': 4, 'Pets': 2, 'Family': 1}\n",
+      "{'Art': 4, 'Sports': 5, 'Politics': 1, 'Books': 2, 'Movies': 5, 'Technology': 1, 'Fashion': 5, 'Outdoor Activities': 2, 'Pets': 3, 'Family': 3}\n",
+      "{'Art': 3, 'Sports': 3, 'Politics': 4, 'Books': 4, 'Movies': 3, 'Technology': 4, 'Fashion': 4, 'Outdoor Activities': 3, 'Pets': 1, 'Family': 4}\n",
+      "{'Art': 3, 'Sports': 1, 'Politics': 2, 'Books': 4, 'Movies': 5, 'Technology': 4, 'Fashion': 1, 'Outdoor Activities': 1, 'Pets': 2, 'Family': 3}\n",
+      "{'Art': 1, 'Sports': 2, 'Politics': 4, 'Books': 2, 'Movies': 5, 'Technology': 1, 'Fashion': 3, 'Outdoor Activities': 1, 'Pets': 4, 'Family': 4}\n",
+      "{'Art': 1, 'Sports': 1, 'Politics': 4, 'Books': 1, 'Movies': 2, 'Technology': 1, 'Fashion': 2, 'Outdoor Activities': 5, 'Pets': 1, 'Family': 3}\n",
+      "{'Art': 5, 'Sports': 1, 'Politics': 5, 'Books': 5, 'Movies': 4, 'Technology': 2, 'Fashion': 5, 'Outdoor Activities': 3, 'Pets': 5, 'Family': 5}\n",
+      "{'Art': 2, 'Sports': 2, 'Politics': 4, 'Books': 2, 'Movies': 4, 'Technology': 3, 'Fashion': 2, 'Outdoor Activities': 3, 'Pets': 3, 'Family': 1}\n",
+      "{'Art': 4, 'Sports': 4, 'Politics': 4, 'Books': 3, 'Movies': 3, 'Technology': 4, 'Fashion': 3, 'Outdoor Activities': 1, 'Pets': 3, 'Family': 3}\n",
+      "{'Art': 1, 'Sports': 1, 'Politics': 3, 'Books': 4, 'Movies': 3, 'Technology': 5, 'Fashion': 5, 'Outdoor Activities': 3, 'Pets': 2, 'Family': 5}\n",
+      "{'Art': 4, 'Sports': 5, 'Politics': 2, 'Books': 2, 'Movies': 5, 'Technology': 2, 'Fashion': 1, 'Outdoor Activities': 2, 'Pets': 1, 'Family': 2}\n",
+      "{'Art': 1, 'Sports': 2, 'Politics': 1, 'Books': 1, 'Movies': 1, 'Technology': 3, 'Fashion': 4, 'Outdoor Activities': 3, 'Pets': 2, 'Family': 1}\n",
+      "{'Art': 1, 'Sports': 5, 'Politics': 4, 'Books': 2, 'Movies': 2, 'Technology': 4, 'Fashion': 4, 'Outdoor Activities': 4, 'Pets': 4, 'Family': 4}\n",
+      "{'Art': 3, 'Sports': 3, 'Politics': 1, 'Books': 3, 'Movies': 4, 'Technology': 1, 'Fashion': 1, 'Outdoor Activities': 2, 'Pets': 4, 'Family': 2}\n",
+      "{'Art': 1, 'Sports': 4, 'Politics': 3, 'Books': 1, 'Movies': 2, 'Technology': 5, 'Fashion': 4, 'Outdoor Activities': 5, 'Pets': 1, 'Family': 1}\n",
+      "{'Art': 1, 'Sports': 3, 'Politics': 2, 'Books': 4, 'Movies': 1, 'Technology': 4, 'Fashion': 3, 'Outdoor Activities': 1, 'Pets': 1, 'Family': 3}\n",
+      "{'Art': 5, 'Sports': 2, 'Politics': 3, 'Books': 3, 'Movies': 1, 'Technology': 5, 'Fashion': 5, 'Outdoor Activities': 2, 'Pets': 2, 'Family': 3}\n",
+      "{'Art': 5, 'Sports': 5, 'Politics': 2, 'Books': 2, 'Movies': 5, 'Technology': 1, 'Fashion': 4, 'Outdoor Activities': 2, 'Pets': 4, 'Family': 4}\n",
+      "{'Art': 2, 'Sports': 2, 'Politics': 2, 'Books': 4, 'Movies': 2, 'Technology': 3, 'Fashion': 3, 'Outdoor Activities': 1, 'Pets': 1, 'Family': 3}\n",
+      "{'Art': 5, 'Sports': 4, 'Politics': 1, 'Books': 2, 'Movies': 2, 'Technology': 2, 'Fashion': 3, 'Outdoor Activities': 2, 'Pets': 3, 'Family': 5}\n",
+      "{'Art': 4, 'Sports': 1, 'Politics': 2, 'Books': 1, 'Movies': 3, 'Technology': 3, 'Fashion': 3, 'Outdoor Activities': 5, 'Pets': 3, 'Family': 4}\n",
+      "{'Art': 2, 'Sports': 5, 'Politics': 3, 'Books': 4, 'Movies': 2, 'Technology': 3, 'Fashion': 3, 'Outdoor Activities': 5, 'Pets': 3, 'Family': 3}\n",
+      "{'Art': 1, 'Sports': 3, 'Politics': 5, 'Books': 4, 'Movies': 5, 'Technology': 3, 'Fashion': 3, 'Outdoor Activities': 3, 'Pets': 4, 'Family': 2}\n",
+      "{'Art': 3, 'Sports': 3, 'Politics': 2, 'Books': 2, 'Movies': 4, 'Technology': 3, 'Fashion': 3, 'Outdoor Activities': 5, 'Pets': 2, 'Family': 2}\n",
+      "{'Art': 1, 'Sports': 3, 'Politics': 5, 'Books': 2, 'Movies': 2, 'Technology': 3, 'Fashion': 1, 'Outdoor Activities': 5, 'Pets': 4, 'Family': 1}\n",
+      "{'Art': 2, 'Sports': 3, 'Politics': 4, 'Books': 1, 'Movies': 2, 'Technology': 2, 'Fashion': 4, 'Outdoor Activities': 4, 'Pets': 5, 'Family': 3}\n",
+      "{'Art': 1, 'Sports': 2, 'Politics': 5, 'Books': 5, 'Movies': 2, 'Technology': 4, 'Fashion': 2, 'Outdoor Activities': 4, 'Pets': 2, 'Family': 5}\n",
+      "{'Art': 1, 'Sports': 3, 'Politics': 5, 'Books': 1, 'Movies': 1, 'Technology': 4, 'Fashion': 4, 'Outdoor Activities': 3, 'Pets': 2, 'Family': 4}\n",
+      "{'Art': 1, 'Sports': 1, 'Politics': 2, 'Books': 1, 'Movies': 4, 'Technology': 5, 'Fashion': 2, 'Outdoor Activities': 4, 'Pets': 2, 'Family': 2}\n",
+      "{'Art': 3, 'Sports': 3, 'Politics': 4, 'Books': 4, 'Movies': 3, 'Technology': 4, 'Fashion': 4, 'Outdoor Activities': 3, 'Pets': 1, 'Family': 2}\n",
+      "{'Art': 4, 'Sports': 4, 'Politics': 3, 'Books': 3, 'Movies': 2, 'Technology': 3, 'Fashion': 5, 'Outdoor Activities': 1, 'Pets': 3, 'Family': 5}\n",
+      "{'Art': 5, 'Sports': 4, 'Politics': 2, 'Books': 5, 'Movies': 2, 'Technology': 5, 'Fashion': 5, 'Outdoor Activities': 1, 'Pets': 4, 'Family': 1}\n",
+      "{'Art': 3, 'Sports': 4, 'Politics': 5, 'Books': 3, 'Movies': 2, 'Technology': 2, 'Fashion': 3, 'Outdoor Activities': 5, 'Pets': 2, 'Family': 5}\n",
+      "{'Art': 1, 'Sports': 5, 'Politics': 3, 'Books': 4, 'Movies': 3, 'Technology': 4, 'Fashion': 5, 'Outdoor Activities': 1, 'Pets': 2, 'Family': 5}\n",
+      "{'Art': 5, 'Sports': 2, 'Politics': 2, 'Books': 3, 'Movies': 3, 'Technology': 4, 'Fashion': 5, 'Outdoor Activities': 2, 'Pets': 1, 'Family': 2}\n",
+      "{'Art': 1, 'Sports': 4, 'Politics': 3, 'Books': 3, 'Movies': 1, 'Technology': 2, 'Fashion': 4, 'Outdoor Activities': 4, 'Pets': 5, 'Family': 4}\n",
+      "{'Art': 5, 'Sports': 1, 'Politics': 3, 'Books': 2, 'Movies': 1, 'Technology': 5, 'Fashion': 1, 'Outdoor Activities': 4, 'Pets': 5, 'Family': 4}\n",
+      "{'Art': 2, 'Sports': 5, 'Politics': 2, 'Books': 3, 'Movies': 5, 'Technology': 5, 'Fashion': 5, 'Outdoor Activities': 5, 'Pets': 4, 'Family': 3}\n",
+      "{'Art': 2, 'Sports': 3, 'Politics': 1, 'Books': 3, 'Movies': 4, 'Technology': 1, 'Fashion': 4, 'Outdoor Activities': 1, 'Pets': 4, 'Family': 1}\n",
+      "{'Art': 4, 'Sports': 1, 'Politics': 2, 'Books': 4, 'Movies': 3, 'Technology': 5, 'Fashion': 1, 'Outdoor Activities': 1, 'Pets': 1, 'Family': 4}\n",
+      "{'Art': 3, 'Sports': 5, 'Politics': 1, 'Books': 1, 'Movies': 4, 'Technology': 2, 'Fashion': 5, 'Outdoor Activities': 1, 'Pets': 1, 'Family': 4}\n",
+      "{'Art': 5, 'Sports': 2, 'Politics': 2, 'Books': 5, 'Movies': 4, 'Technology': 1, 'Fashion': 3, 'Outdoor Activities': 5, 'Pets': 5, 'Family': 4}\n",
+      "{'Art': 4, 'Sports': 4, 'Politics': 2, 'Books': 1, 'Movies': 1, 'Technology': 1, 'Fashion': 1, 'Outdoor Activities': 1, 'Pets': 1, 'Family': 2}\n",
+      "{'Art': 1, 'Sports': 2, 'Politics': 5, 'Books': 4, 'Movies': 2, 'Technology': 2, 'Fashion': 4, 'Outdoor Activities': 4, 'Pets': 5, 'Family': 3}\n",
+      "{'Art': 1, 'Sports': 2, 'Politics': 3, 'Books': 3, 'Movies': 1, 'Technology': 2, 'Fashion': 4, 'Outdoor Activities': 2, 'Pets': 3, 'Family': 2}\n",
+      "{'Art': 1, 'Sports': 5, 'Politics': 3, 'Books': 5, 'Movies': 5, 'Technology': 1, 'Fashion': 2, 'Outdoor Activities': 4, 'Pets': 2, 'Family': 3}\n",
+      "{'Art': 3, 'Sports': 1, 'Politics': 3, 'Books': 4, 'Movies': 3, 'Technology': 4, 'Fashion': 2, 'Outdoor Activities': 5, 'Pets': 3, 'Family': 2}\n",
+      "{'Art': 4, 'Sports': 5, 'Politics': 1, 'Books': 2, 'Movies': 2, 'Technology': 5, 'Fashion': 2, 'Outdoor Activities': 1, 'Pets': 3, 'Family': 5}\n",
+      "{'Art': 2, 'Sports': 3, 'Politics': 3, 'Books': 5, 'Movies': 1, 'Technology': 4, 'Fashion': 3, 'Outdoor Activities': 1, 'Pets': 5, 'Family': 1}\n",
+      "{'Art': 2, 'Sports': 5, 'Politics': 4, 'Books': 1, 'Movies': 3, 'Technology': 4, 'Fashion': 1, 'Outdoor Activities': 2, 'Pets': 2, 'Family': 1}\n",
+      "{'Art': 5, 'Sports': 4, 'Politics': 4, 'Books': 3, 'Movies': 1, 'Technology': 4, 'Fashion': 4, 'Outdoor Activities': 2, 'Pets': 2, 'Family': 2}\n",
+      "{'Art': 3, 'Sports': 5, 'Politics': 2, 'Books': 1, 'Movies': 1, 'Technology': 1, 'Fashion': 1, 'Outdoor Activities': 3, 'Pets': 3, 'Family': 3}\n",
+      "{'Art': 4, 'Sports': 3, 'Politics': 5, 'Books': 4, 'Movies': 1, 'Technology': 4, 'Fashion': 4, 'Outdoor Activities': 4, 'Pets': 5, 'Family': 2}\n",
+      "{'Art': 1, 'Sports': 5, 'Politics': 2, 'Books': 3, 'Movies': 3, 'Technology': 1, 'Fashion': 2, 'Outdoor Activities': 3, 'Pets': 4, 'Family': 4}\n",
+      "{'Art': 4, 'Sports': 3, 'Politics': 4, 'Books': 5, 'Movies': 3, 'Technology': 3, 'Fashion': 2, 'Outdoor Activities': 1, 'Pets': 1, 'Family': 5}\n",
+      "{'Art': 2, 'Sports': 1, 'Politics': 5, 'Books': 2, 'Movies': 1, 'Technology': 2, 'Fashion': 5, 'Outdoor Activities': 1, 'Pets': 2, 'Family': 4}\n",
+      "{'Art': 4, 'Sports': 1, 'Politics': 3, 'Books': 1, 'Movies': 3, 'Technology': 1, 'Fashion': 4, 'Outdoor Activities': 5, 'Pets': 4, 'Family': 2}\n",
+      "{'Art': 3, 'Sports': 1, 'Politics': 1, 'Books': 1, 'Movies': 3, 'Technology': 1, 'Fashion': 5, 'Outdoor Activities': 4, 'Pets': 3, 'Family': 5}\n",
+      "{'Art': 2, 'Sports': 2, 'Politics': 1, 'Books': 1, 'Movies': 4, 'Technology': 1, 'Fashion': 1, 'Outdoor Activities': 4, 'Pets': 5, 'Family': 2}\n",
+      "{'Art': 1, 'Sports': 4, 'Politics': 5, 'Books': 1, 'Movies': 5, 'Technology': 2, 'Fashion': 4, 'Outdoor Activities': 1, 'Pets': 5, 'Family': 2}\n",
+      "{'Art': 1, 'Sports': 2, 'Politics': 1, 'Books': 4, 'Movies': 3, 'Technology': 5, 'Fashion': 3, 'Outdoor Activities': 2, 'Pets': 5, 'Family': 1}\n",
+      "{'Art': 3, 'Sports': 3, 'Politics': 1, 'Books': 5, 'Movies': 3, 'Technology': 5, 'Fashion': 1, 'Outdoor Activities': 5, 'Pets': 2, 'Family': 1}\n",
+      "{'Art': 1, 'Sports': 2, 'Politics': 4, 'Books': 2, 'Movies': 5, 'Technology': 4, 'Fashion': 5, 'Outdoor Activities': 4, 'Pets': 3, 'Family': 4}\n",
+      "{'Art': 1, 'Sports': 3, 'Politics': 5, 'Books': 2, 'Movies': 4, 'Technology': 1, 'Fashion': 4, 'Outdoor Activities': 5, 'Pets': 2, 'Family': 5}\n",
+      "{'Art': 4, 'Sports': 5, 'Politics': 1, 'Books': 3, 'Movies': 1, 'Technology': 3, 'Fashion': 1, 'Outdoor Activities': 5, 'Pets': 2, 'Family': 5}\n",
+      "{'Art': 4, 'Sports': 5, 'Politics': 5, 'Books': 3, 'Movies': 5, 'Technology': 2, 'Fashion': 2, 'Outdoor Activities': 4, 'Pets': 1, 'Family': 4}\n",
+      "{'Art': 5, 'Sports': 2, 'Politics': 3, 'Books': 1, 'Movies': 2, 'Technology': 5, 'Fashion': 3, 'Outdoor Activities': 5, 'Pets': 5, 'Family': 1}\n",
+      "{'Art': 4, 'Sports': 5, 'Politics': 1, 'Books': 3, 'Movies': 4, 'Technology': 2, 'Fashion': 1, 'Outdoor Activities': 2, 'Pets': 2, 'Family': 3}\n",
+      "{'Art': 3, 'Sports': 2, 'Politics': 1, 'Books': 4, 'Movies': 5, 'Technology': 4, 'Fashion': 3, 'Outdoor Activities': 3, 'Pets': 2, 'Family': 1}\n",
+      "{'Art': 3, 'Sports': 2, 'Politics': 1, 'Books': 2, 'Movies': 3, 'Technology': 3, 'Fashion': 5, 'Outdoor Activities': 2, 'Pets': 2, 'Family': 4}\n",
+      "{'Art': 4, 'Sports': 4, 'Politics': 4, 'Books': 3, 'Movies': 1, 'Technology': 5, 'Fashion': 3, 'Outdoor Activities': 5, 'Pets': 5, 'Family': 3}\n",
+      "{'Art': 1, 'Sports': 2, 'Politics': 5, 'Books': 2, 'Movies': 4, 'Technology': 2, 'Fashion': 1, 'Outdoor Activities': 5, 'Pets': 4, 'Family': 4}\n",
+      "{'Art': 5, 'Sports': 5, 'Politics': 2, 'Books': 4, 'Movies': 5, 'Technology': 3, 'Fashion': 3, 'Outdoor Activities': 1, 'Pets': 4, 'Family': 4}\n",
+      "{'Art': 4, 'Sports': 2, 'Politics': 2, 'Books': 3, 'Movies': 1, 'Technology': 2, 'Fashion': 4, 'Outdoor Activities': 1, 'Pets': 5, 'Family': 4}\n",
+      "{'Art': 4, 'Sports': 3, 'Politics': 3, 'Books': 5, 'Movies': 1, 'Technology': 2, 'Fashion': 4, 'Outdoor Activities': 5, 'Pets': 5, 'Family': 3}\n",
+      "{'Art': 2, 'Sports': 3, 'Politics': 3, 'Books': 2, 'Movies': 5, 'Technology': 4, 'Fashion': 5, 'Outdoor Activities': 3, 'Pets': 5, 'Family': 4}\n",
+      "{'Art': 4, 'Sports': 2, 'Politics': 3, 'Books': 5, 'Movies': 3, 'Technology': 2, 'Fashion': 4, 'Outdoor Activities': 4, 'Pets': 2, 'Family': 2}\n",
+      "{'Art': 2, 'Sports': 1, 'Politics': 4, 'Books': 3, 'Movies': 1, 'Technology': 3, 'Fashion': 4, 'Outdoor Activities': 4, 'Pets': 5, 'Family': 5}\n",
+      "{'Art': 5, 'Sports': 3, 'Politics': 3, 'Books': 1, 'Movies': 4, 'Technology': 2, 'Fashion': 4, 'Outdoor Activities': 2, 'Pets': 5, 'Family': 2}\n",
+      "{'Art': 2, 'Sports': 2, 'Politics': 3, 'Books': 2, 'Movies': 3, 'Technology': 1, 'Fashion': 4, 'Outdoor Activities': 5, 'Pets': 3, 'Family': 3}\n",
+      "{'Art': 3, 'Sports': 4, 'Politics': 3, 'Books': 5, 'Movies': 2, 'Technology': 5, 'Fashion': 2, 'Outdoor Activities': 3, 'Pets': 5, 'Family': 3}\n",
+      "{'Art': 2, 'Sports': 4, 'Politics': 5, 'Books': 1, 'Movies': 4, 'Technology': 4, 'Fashion': 1, 'Outdoor Activities': 2, 'Pets': 5, 'Family': 3}\n",
+      "{'Art': 3, 'Sports': 4, 'Politics': 2, 'Books': 4, 'Movies': 1, 'Technology': 2, 'Fashion': 1, 'Outdoor Activities': 5, 'Pets': 1, 'Family': 3}\n",
+      "{'Art': 4, 'Sports': 1, 'Politics': 2, 'Books': 4, 'Movies': 5, 'Technology': 1, 'Fashion': 1, 'Outdoor Activities': 1, 'Pets': 2, 'Family': 3}\n",
+      "{'Art': 5, 'Sports': 2, 'Politics': 1, 'Books': 1, 'Movies': 3, 'Technology': 2, 'Fashion': 4, 'Outdoor Activities': 5, 'Pets': 4, 'Family': 2}\n",
+      "{'Art': 2, 'Sports': 4, 'Politics': 4, 'Books': 1, 'Movies': 2, 'Technology': 4, 'Fashion': 2, 'Outdoor Activities': 4, 'Pets': 3, 'Family': 5}\n",
+      "{'Art': 2, 'Sports': 4, 'Politics': 1, 'Books': 3, 'Movies': 1, 'Technology': 4, 'Fashion': 4, 'Outdoor Activities': 1, 'Pets': 5, 'Family': 2}\n",
+      "{'Art': 2, 'Sports': 2, 'Politics': 5, 'Books': 2, 'Movies': 4, 'Technology': 3, 'Fashion': 3, 'Outdoor Activities': 4, 'Pets': 3, 'Family': 1}\n",
+      "{'Art': 4, 'Sports': 3, 'Politics': 2, 'Books': 1, 'Movies': 4, 'Technology': 5, 'Fashion': 4, 'Outdoor Activities': 4, 'Pets': 4, 'Family': 5}\n",
+      "{'Art': 1, 'Sports': 4, 'Politics': 2, 'Books': 4, 'Movies': 1, 'Technology': 1, 'Fashion': 1, 'Outdoor Activities': 5, 'Pets': 4, 'Family': 5}\n",
+      "{'Art': 5, 'Sports': 5, 'Politics': 3, 'Books': 1, 'Movies': 4, 'Technology': 3, 'Fashion': 3, 'Outdoor Activities': 5, 'Pets': 1, 'Family': 1}\n",
+      "{'Art': 1, 'Sports': 2, 'Politics': 1, 'Books': 2, 'Movies': 1, 'Technology': 5, 'Fashion': 5, 'Outdoor Activities': 5, 'Pets': 3, 'Family': 4}\n",
+      "{'Art': 5, 'Sports': 5, 'Politics': 2, 'Books': 1, 'Movies': 5, 'Technology': 5, 'Fashion': 5, 'Outdoor Activities': 5, 'Pets': 1, 'Family': 4}\n",
+      "{'Art': 3, 'Sports': 4, 'Politics': 4, 'Books': 2, 'Movies': 5, 'Technology': 2, 'Fashion': 4, 'Outdoor Activities': 2, 'Pets': 5, 'Family': 1}\n",
+      "{'Art': 4, 'Sports': 3, 'Politics': 1, 'Books': 3, 'Movies': 2, 'Technology': 4, 'Fashion': 2, 'Outdoor Activities': 3, 'Pets': 4, 'Family': 5}\n",
+      "{'Art': 3, 'Sports': 3, 'Politics': 5, 'Books': 4, 'Movies': 2, 'Technology': 4, 'Fashion': 4, 'Outdoor Activities': 1, 'Pets': 4, 'Family': 1}\n",
+      "{'Art': 5, 'Sports': 3, 'Politics': 2, 'Books': 4, 'Movies': 4, 'Technology': 3, 'Fashion': 1, 'Outdoor Activities': 2, 'Pets': 1, 'Family': 5}\n",
+      "{'Art': 3, 'Sports': 3, 'Politics': 3, 'Books': 1, 'Movies': 3, 'Technology': 3, 'Fashion': 4, 'Outdoor Activities': 3, 'Pets': 2, 'Family': 1}\n",
+      "{'Art': 3, 'Sports': 1, 'Politics': 4, 'Books': 2, 'Movies': 3, 'Technology': 3, 'Fashion': 5, 'Outdoor Activities': 2, 'Pets': 5, 'Family': 5}\n",
+      "{'Art': 3, 'Sports': 5, 'Politics': 4, 'Books': 2, 'Movies': 3, 'Technology': 2, 'Fashion': 5, 'Outdoor Activities': 3, 'Pets': 1, 'Family': 3}\n",
+      "{'Art': 5, 'Sports': 5, 'Politics': 5, 'Books': 1, 'Movies': 2, 'Technology': 5, 'Fashion': 1, 'Outdoor Activities': 4, 'Pets': 4, 'Family': 1}\n",
+      "{'Art': 3, 'Sports': 4, 'Politics': 2, 'Books': 5, 'Movies': 4, 'Technology': 1, 'Fashion': 1, 'Outdoor Activities': 2, 'Pets': 3, 'Family': 3}\n",
+      "{'Art': 3, 'Sports': 5, 'Politics': 4, 'Books': 4, 'Movies': 4, 'Technology': 4, 'Fashion': 4, 'Outdoor Activities': 5, 'Pets': 5, 'Family': 4}\n",
+      "{'Art': 4, 'Sports': 3, 'Politics': 2, 'Books': 5, 'Movies': 2, 'Technology': 4, 'Fashion': 3, 'Outdoor Activities': 3, 'Pets': 4, 'Family': 3}\n",
+      "{'Art': 3, 'Sports': 4, 'Politics': 3, 'Books': 3, 'Movies': 4, 'Technology': 5, 'Fashion': 1, 'Outdoor Activities': 4, 'Pets': 1, 'Family': 4}\n",
+      "{'Art': 5, 'Sports': 1, 'Politics': 2, 'Books': 2, 'Movies': 1, 'Technology': 1, 'Fashion': 4, 'Outdoor Activities': 1, 'Pets': 1, 'Family': 2}\n",
+      "{'Art': 1, 'Sports': 2, 'Politics': 2, 'Books': 2, 'Movies': 1, 'Technology': 4, 'Fashion': 2, 'Outdoor Activities': 1, 'Pets': 3, 'Family': 5}\n",
+      "{'Art': 3, 'Sports': 5, 'Politics': 2, 'Books': 4, 'Movies': 1, 'Technology': 3, 'Fashion': 3, 'Outdoor Activities': 5, 'Pets': 1, 'Family': 2}\n",
+      "{'Art': 1, 'Sports': 2, 'Politics': 2, 'Books': 3, 'Movies': 5, 'Technology': 4, 'Fashion': 3, 'Outdoor Activities': 2, 'Pets': 4, 'Family': 5}\n",
+      "{'Art': 3, 'Sports': 4, 'Politics': 4, 'Books': 2, 'Movies': 5, 'Technology': 1, 'Fashion': 5, 'Outdoor Activities': 3, 'Pets': 1, 'Family': 2}\n",
+      "{'Art': 1, 'Sports': 4, 'Politics': 2, 'Books': 3, 'Movies': 5, 'Technology': 2, 'Fashion': 1, 'Outdoor Activities': 3, 'Pets': 2, 'Family': 1}\n",
+      "{'Art': 4, 'Sports': 2, 'Politics': 2, 'Books': 5, 'Movies': 5, 'Technology': 2, 'Fashion': 2, 'Outdoor Activities': 3, 'Pets': 3, 'Family': 4}\n",
+      "{'Art': 1, 'Sports': 5, 'Politics': 4, 'Books': 1, 'Movies': 1, 'Technology': 4, 'Fashion': 3, 'Outdoor Activities': 2, 'Pets': 1, 'Family': 3}\n",
+      "{'Art': 2, 'Sports': 3, 'Politics': 2, 'Books': 4, 'Movies': 1, 'Technology': 3, 'Fashion': 5, 'Outdoor Activities': 2, 'Pets': 2, 'Family': 4}\n",
+      "{'Art': 5, 'Sports': 1, 'Politics': 5, 'Books': 3, 'Movies': 4, 'Technology': 1, 'Fashion': 1, 'Outdoor Activities': 4, 'Pets': 5, 'Family': 5}\n",
+      "{'Art': 2, 'Sports': 4, 'Politics': 1, 'Books': 5, 'Movies': 5, 'Technology': 2, 'Fashion': 4, 'Outdoor Activities': 1, 'Pets': 3, 'Family': 4}\n",
+      "{'Art': 1, 'Sports': 3, 'Politics': 4, 'Books': 5, 'Movies': 4, 'Technology': 3, 'Fashion': 1, 'Outdoor Activities': 1, 'Pets': 2, 'Family': 3}\n"
+     ]
+    }
+   ],
+   "source": [
+    "# Example: Generate 10 random entries with integer values between 1 to 5 for all categories\n",
+    "N = 1000\n",
+    "random_entries = generate_random_entries(N)\n",
+    "for entry in random_entries:\n",
+    "    print(entry)\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 31,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "{'Art': 1, 'Sports': 5, 'Politics': 5, 'Books': 3, 'Movies': 2, 'Technology': 1, 'Fashion': 3, 'Outdoor Activities': 5, 'Pets': 4, 'Family': 1}\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(random_entries[0])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "bhack",
+   "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": "3.9.18"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/recommander/schema.json b/recommander/schema.json
new file mode 100644
index 0000000..36fc399
--- /dev/null
+++ b/recommander/schema.json
@@ -0,0 +1,109 @@
+[
+    {
+        "name": "id",
+        "type": "Row Number"
+    },
+    {
+        "name": "last_name",
+        "type": "Last Name"
+    },
+    {
+        "name": "first_name",
+        "type": "First Name"
+    },
+    {
+        "name": "gender",
+        "type": "Gender"
+    },
+    {
+        "name": "team_id",
+        "type": "Number",
+        "min": 0,
+        "max": 10,
+        "decimals": 0
+    },
+    {
+        "name": "squad_id",
+        "type": "Number",
+        "min": 0,
+        "max": 10,
+        "decimals": 0
+    },
+    {
+        "name": "experience",
+        "type": "Number",
+        "min": 0,
+        "max": 30,
+        "decimals": 0
+    },
+    {
+        "name": "art",
+        "type": "Number",
+        "min": 0,
+        "max": 5,
+        "decimals": 0
+    },
+    {
+        "name": "sports",
+        "type": "Number",
+        "min": 0,
+        "max": 5,
+        "decimals": 0
+    },
+    {
+        "name": "politics",
+        "type": "Number",
+        "min": 0,
+        "max": 5,
+        "decimals": 0
+    },
+    {
+        "name": "books",
+        "type": "Number",
+        "min": 0,
+        "max": 5,
+        "decimals": 0
+    },
+    {
+        "name": "movies",
+        "type": "Number",
+        "min": 0,
+        "max": 5,
+        "decimals": 0
+    },
+    {
+        "name": "technology",
+        "type": "Number",
+        "min": 0,
+        "max": 5,
+        "decimals": 0
+    },
+    {
+        "name": "fashion",
+        "type": "Number",
+        "min": 0,
+        "max": 5,
+        "decimals": 0
+    },
+    {
+        "name": "outdoor activities",
+        "type": "Number",
+        "min": 0,
+        "max": 5,
+        "decimals": 0
+    },
+    {
+        "name": "pets",
+        "type": "Number",
+        "min": 0,
+        "max": 5,
+        "decimals": 0
+    },
+    {
+        "name": "family",
+        "type": "Number",
+        "min": 0,
+        "max": 5,
+        "decimals": 0
+    }
+]
\ No newline at end of file