yukseltron commited on
Commit
1bf8435
1 Parent(s): 6c02956

Migrating Files

Browse files
Files changed (6) hide show
  1. .gitattributes +1 -0
  2. 2179-proj.ipynb +508 -0
  3. README.md +11 -3
  4. data.csv +3 -0
  5. ea.csv +1 -0
  6. pred.csv +5000 -0
.gitattributes CHANGED
@@ -29,3 +29,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
29
  *.zip filter=lfs diff=lfs merge=lfs -text
30
  *.zstandard filter=lfs diff=lfs merge=lfs -text
31
  *tfevents* filter=lfs diff=lfs merge=lfs -text
 
 
29
  *.zip filter=lfs diff=lfs merge=lfs -text
30
  *.zstandard filter=lfs diff=lfs merge=lfs -text
31
  *tfevents* filter=lfs diff=lfs merge=lfs -text
32
+ data.csv filter=lfs diff=lfs merge=lfs -text
2179-proj.ipynb ADDED
@@ -0,0 +1,508 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "cells": [
3
+ {
4
+ "cell_type": "markdown",
5
+ "id": "5ede69a1",
6
+ "metadata": {},
7
+ "source": [
8
+ "# Classification Challenge using CatBoost\n",
9
+ "\n",
10
+ "## INF2179 Fall 2021\n",
11
+ "### Hamid Yuksel\n",
12
+ "\n",
13
+ "This submission uses [CatBoost](https://catboost.ai/).\n",
14
+ "CatBoost was chosen for its listed benefits, mainly in requiring less hyperparameter tuning and preprocessing of categorical and text features. It is also fast and fairly easy to set up.\n",
15
+ "\n",
16
+ "<img src=\"https://cdn.britannica.com/39/7139-050-A88818BB/Himalayan-chocolate-point.jpg\"\n",
17
+ " alt=\"Markdown Monster icon\"\n",
18
+ " style=\"float: left; margin-right: 10px;\" />\n"
19
+ ]
20
+ },
21
+ {
22
+ "cell_type": "code",
23
+ "execution_count": 119,
24
+ "id": "ee82451e",
25
+ "metadata": {},
26
+ "outputs": [
27
+ {
28
+ "name": "stdout",
29
+ "output_type": "stream",
30
+ "text": [
31
+ "Requirement already satisfied: catboost in /Users/yuksel/.local/lib/python3.8/site-packages (1.0.3)\n",
32
+ "Requirement already satisfied: six in /Users/yuksel/opt/anaconda3/lib/python3.8/site-packages (from catboost) (1.15.0)\n",
33
+ "Requirement already satisfied: pandas>=0.24.0 in /Users/yuksel/opt/anaconda3/lib/python3.8/site-packages (from catboost) (1.2.4)\n",
34
+ "Requirement already satisfied: matplotlib in /Users/yuksel/opt/anaconda3/lib/python3.8/site-packages (from catboost) (3.4.3)\n",
35
+ "Requirement already satisfied: graphviz in /Users/yuksel/.local/lib/python3.8/site-packages (from catboost) (0.18)\n",
36
+ "Requirement already satisfied: scipy in /Users/yuksel/opt/anaconda3/lib/python3.8/site-packages (from catboost) (1.6.2)\n",
37
+ "Requirement already satisfied: numpy>=1.16.0 in /Users/yuksel/opt/anaconda3/lib/python3.8/site-packages (from catboost) (1.20.1)\n",
38
+ "Requirement already satisfied: plotly in /Users/yuksel/.local/lib/python3.8/site-packages (from catboost) (5.3.1)\n",
39
+ "Requirement already satisfied: python-dateutil>=2.7.3 in /Users/yuksel/opt/anaconda3/lib/python3.8/site-packages (from pandas>=0.24.0->catboost) (2.8.1)\n",
40
+ "Requirement already satisfied: pytz>=2017.3 in /Users/yuksel/opt/anaconda3/lib/python3.8/site-packages (from pandas>=0.24.0->catboost) (2021.1)\n",
41
+ "Requirement already satisfied: pillow>=6.2.0 in /Users/yuksel/opt/anaconda3/lib/python3.8/site-packages (from matplotlib->catboost) (8.2.0)\n",
42
+ "Requirement already satisfied: kiwisolver>=1.0.1 in /Users/yuksel/opt/anaconda3/lib/python3.8/site-packages (from matplotlib->catboost) (1.3.1)\n",
43
+ "Requirement already satisfied: pyparsing>=2.2.1 in /Users/yuksel/opt/anaconda3/lib/python3.8/site-packages (from matplotlib->catboost) (2.4.7)\n",
44
+ "Requirement already satisfied: cycler>=0.10 in /Users/yuksel/opt/anaconda3/lib/python3.8/site-packages (from matplotlib->catboost) (0.10.0)\n",
45
+ "Requirement already satisfied: tenacity>=6.2.0 in /Users/yuksel/.local/lib/python3.8/site-packages (from plotly->catboost) (8.0.1)\n",
46
+ "\u001b[33mWARNING: You are using pip version 21.2.4; however, version 21.3.1 is available.\n",
47
+ "You should consider upgrading via the '/Users/yuksel/opt/anaconda3/bin/python -m pip install --upgrade pip' command.\u001b[0m\n",
48
+ "Requirement already satisfied: ipywidgets in /Users/yuksel/opt/anaconda3/lib/python3.8/site-packages (7.6.3)\n",
49
+ "Requirement already satisfied: traitlets>=4.3.1 in /Users/yuksel/opt/anaconda3/lib/python3.8/site-packages (from ipywidgets) (5.0.5)\n",
50
+ "Requirement already satisfied: ipython>=4.0.0 in /Users/yuksel/opt/anaconda3/lib/python3.8/site-packages (from ipywidgets) (7.22.0)\n",
51
+ "Requirement already satisfied: widgetsnbextension~=3.5.0 in /Users/yuksel/opt/anaconda3/lib/python3.8/site-packages (from ipywidgets) (3.5.1)\n",
52
+ "Requirement already satisfied: nbformat>=4.2.0 in /Users/yuksel/opt/anaconda3/lib/python3.8/site-packages (from ipywidgets) (5.1.3)\n",
53
+ "Requirement already satisfied: ipykernel>=4.5.1 in /Users/yuksel/opt/anaconda3/lib/python3.8/site-packages (from ipywidgets) (5.3.4)\n",
54
+ "Requirement already satisfied: jupyterlab-widgets>=1.0.0 in /Users/yuksel/opt/anaconda3/lib/python3.8/site-packages (from ipywidgets) (1.0.0)\n",
55
+ "Requirement already satisfied: appnope in /Users/yuksel/opt/anaconda3/lib/python3.8/site-packages (from ipykernel>=4.5.1->ipywidgets) (0.1.2)\n",
56
+ "Requirement already satisfied: tornado>=4.2 in /Users/yuksel/opt/anaconda3/lib/python3.8/site-packages (from ipykernel>=4.5.1->ipywidgets) (6.1)\n",
57
+ "Requirement already satisfied: jupyter-client in /Users/yuksel/opt/anaconda3/lib/python3.8/site-packages (from ipykernel>=4.5.1->ipywidgets) (6.1.12)\n",
58
+ "Requirement already satisfied: pygments in /Users/yuksel/opt/anaconda3/lib/python3.8/site-packages (from ipython>=4.0.0->ipywidgets) (2.8.1)\n",
59
+ "Requirement already satisfied: pexpect>4.3 in /Users/yuksel/opt/anaconda3/lib/python3.8/site-packages (from ipython>=4.0.0->ipywidgets) (4.8.0)\n",
60
+ "Requirement already satisfied: jedi>=0.16 in /Users/yuksel/opt/anaconda3/lib/python3.8/site-packages (from ipython>=4.0.0->ipywidgets) (0.17.2)\n",
61
+ "Requirement already satisfied: decorator in /Users/yuksel/opt/anaconda3/lib/python3.8/site-packages (from ipython>=4.0.0->ipywidgets) (5.0.6)\n",
62
+ "Requirement already satisfied: backcall in /Users/yuksel/opt/anaconda3/lib/python3.8/site-packages (from ipython>=4.0.0->ipywidgets) (0.2.0)\n",
63
+ "Requirement already satisfied: prompt-toolkit!=3.0.0,!=3.0.1,<3.1.0,>=2.0.0 in /Users/yuksel/opt/anaconda3/lib/python3.8/site-packages (from ipython>=4.0.0->ipywidgets) (3.0.17)\n",
64
+ "Requirement already satisfied: setuptools>=18.5 in /Users/yuksel/opt/anaconda3/lib/python3.8/site-packages (from ipython>=4.0.0->ipywidgets) (52.0.0.post20210125)\n",
65
+ "Requirement already satisfied: pickleshare in /Users/yuksel/opt/anaconda3/lib/python3.8/site-packages (from ipython>=4.0.0->ipywidgets) (0.7.5)\n",
66
+ "Requirement already satisfied: parso<0.8.0,>=0.7.0 in /Users/yuksel/opt/anaconda3/lib/python3.8/site-packages (from jedi>=0.16->ipython>=4.0.0->ipywidgets) (0.7.0)\n",
67
+ "Requirement already satisfied: ipython-genutils in /Users/yuksel/opt/anaconda3/lib/python3.8/site-packages (from nbformat>=4.2.0->ipywidgets) (0.2.0)\n",
68
+ "Requirement already satisfied: jsonschema!=2.5.0,>=2.4 in /Users/yuksel/opt/anaconda3/lib/python3.8/site-packages (from nbformat>=4.2.0->ipywidgets) (3.2.0)\n",
69
+ "Requirement already satisfied: jupyter-core in /Users/yuksel/opt/anaconda3/lib/python3.8/site-packages (from nbformat>=4.2.0->ipywidgets) (4.7.1)\n",
70
+ "Requirement already satisfied: pyrsistent>=0.14.0 in /Users/yuksel/opt/anaconda3/lib/python3.8/site-packages (from jsonschema!=2.5.0,>=2.4->nbformat>=4.2.0->ipywidgets) (0.17.3)\n",
71
+ "Requirement already satisfied: attrs>=17.4.0 in /Users/yuksel/opt/anaconda3/lib/python3.8/site-packages (from jsonschema!=2.5.0,>=2.4->nbformat>=4.2.0->ipywidgets) (20.3.0)\n",
72
+ "Requirement already satisfied: six>=1.11.0 in /Users/yuksel/opt/anaconda3/lib/python3.8/site-packages (from jsonschema!=2.5.0,>=2.4->nbformat>=4.2.0->ipywidgets) (1.15.0)\n",
73
+ "Requirement already satisfied: ptyprocess>=0.5 in /Users/yuksel/opt/anaconda3/lib/python3.8/site-packages (from pexpect>4.3->ipython>=4.0.0->ipywidgets) (0.7.0)\n",
74
+ "Requirement already satisfied: wcwidth in /Users/yuksel/opt/anaconda3/lib/python3.8/site-packages (from prompt-toolkit!=3.0.0,!=3.0.1,<3.1.0,>=2.0.0->ipython>=4.0.0->ipywidgets) (0.2.5)\n",
75
+ "Requirement already satisfied: notebook>=4.4.1 in /Users/yuksel/opt/anaconda3/lib/python3.8/site-packages (from widgetsnbextension~=3.5.0->ipywidgets) (6.3.0)\n",
76
+ "Requirement already satisfied: argon2-cffi in /Users/yuksel/opt/anaconda3/lib/python3.8/site-packages (from notebook>=4.4.1->widgetsnbextension~=3.5.0->ipywidgets) (20.1.0)\n",
77
+ "Requirement already satisfied: nbconvert in /Users/yuksel/opt/anaconda3/lib/python3.8/site-packages (from notebook>=4.4.1->widgetsnbextension~=3.5.0->ipywidgets) (6.0.7)\n",
78
+ "Requirement already satisfied: Send2Trash>=1.5.0 in /Users/yuksel/opt/anaconda3/lib/python3.8/site-packages (from notebook>=4.4.1->widgetsnbextension~=3.5.0->ipywidgets) (1.5.0)\n",
79
+ "Requirement already satisfied: jinja2 in /Users/yuksel/opt/anaconda3/lib/python3.8/site-packages (from notebook>=4.4.1->widgetsnbextension~=3.5.0->ipywidgets) (2.11.3)\n",
80
+ "Requirement already satisfied: pyzmq>=17 in /Users/yuksel/opt/anaconda3/lib/python3.8/site-packages (from notebook>=4.4.1->widgetsnbextension~=3.5.0->ipywidgets) (20.0.0)\n",
81
+ "Requirement already satisfied: terminado>=0.8.3 in /Users/yuksel/opt/anaconda3/lib/python3.8/site-packages (from notebook>=4.4.1->widgetsnbextension~=3.5.0->ipywidgets) (0.9.4)\n",
82
+ "Requirement already satisfied: prometheus-client in /Users/yuksel/opt/anaconda3/lib/python3.8/site-packages (from notebook>=4.4.1->widgetsnbextension~=3.5.0->ipywidgets) (0.10.1)\n",
83
+ "Requirement already satisfied: python-dateutil>=2.1 in /Users/yuksel/opt/anaconda3/lib/python3.8/site-packages (from jupyter-client->ipykernel>=4.5.1->ipywidgets) (2.8.1)\n",
84
+ "Requirement already satisfied: cffi>=1.0.0 in /Users/yuksel/opt/anaconda3/lib/python3.8/site-packages (from argon2-cffi->notebook>=4.4.1->widgetsnbextension~=3.5.0->ipywidgets) (1.14.5)\n",
85
+ "Requirement already satisfied: pycparser in /Users/yuksel/opt/anaconda3/lib/python3.8/site-packages (from cffi>=1.0.0->argon2-cffi->notebook>=4.4.1->widgetsnbextension~=3.5.0->ipywidgets) (2.20)\n",
86
+ "Requirement already satisfied: MarkupSafe>=0.23 in /Users/yuksel/opt/anaconda3/lib/python3.8/site-packages (from jinja2->notebook>=4.4.1->widgetsnbextension~=3.5.0->ipywidgets) (2.0.1)\n"
87
+ ]
88
+ },
89
+ {
90
+ "name": "stdout",
91
+ "output_type": "stream",
92
+ "text": [
93
+ "Requirement already satisfied: mistune<2,>=0.8.1 in /Users/yuksel/opt/anaconda3/lib/python3.8/site-packages (from nbconvert->notebook>=4.4.1->widgetsnbextension~=3.5.0->ipywidgets) (0.8.4)\n",
94
+ "Requirement already satisfied: bleach in /Users/yuksel/opt/anaconda3/lib/python3.8/site-packages (from nbconvert->notebook>=4.4.1->widgetsnbextension~=3.5.0->ipywidgets) (3.3.0)\n",
95
+ "Requirement already satisfied: testpath in /Users/yuksel/opt/anaconda3/lib/python3.8/site-packages (from nbconvert->notebook>=4.4.1->widgetsnbextension~=3.5.0->ipywidgets) (0.4.4)\n",
96
+ "Requirement already satisfied: jupyterlab-pygments in /Users/yuksel/opt/anaconda3/lib/python3.8/site-packages (from nbconvert->notebook>=4.4.1->widgetsnbextension~=3.5.0->ipywidgets) (0.1.2)\n",
97
+ "Requirement already satisfied: defusedxml in /Users/yuksel/opt/anaconda3/lib/python3.8/site-packages (from nbconvert->notebook>=4.4.1->widgetsnbextension~=3.5.0->ipywidgets) (0.7.1)\n",
98
+ "Requirement already satisfied: nbclient<0.6.0,>=0.5.0 in /Users/yuksel/opt/anaconda3/lib/python3.8/site-packages (from nbconvert->notebook>=4.4.1->widgetsnbextension~=3.5.0->ipywidgets) (0.5.3)\n",
99
+ "Requirement already satisfied: pandocfilters>=1.4.1 in /Users/yuksel/opt/anaconda3/lib/python3.8/site-packages (from nbconvert->notebook>=4.4.1->widgetsnbextension~=3.5.0->ipywidgets) (1.4.3)\n",
100
+ "Requirement already satisfied: entrypoints>=0.2.2 in /Users/yuksel/opt/anaconda3/lib/python3.8/site-packages (from nbconvert->notebook>=4.4.1->widgetsnbextension~=3.5.0->ipywidgets) (0.3)\n",
101
+ "Requirement already satisfied: nest-asyncio in /Users/yuksel/opt/anaconda3/lib/python3.8/site-packages (from nbclient<0.6.0,>=0.5.0->nbconvert->notebook>=4.4.1->widgetsnbextension~=3.5.0->ipywidgets) (1.5.1)\n",
102
+ "Requirement already satisfied: async-generator in /Users/yuksel/opt/anaconda3/lib/python3.8/site-packages (from nbclient<0.6.0,>=0.5.0->nbconvert->notebook>=4.4.1->widgetsnbextension~=3.5.0->ipywidgets) (1.10)\n",
103
+ "Requirement already satisfied: packaging in /Users/yuksel/opt/anaconda3/lib/python3.8/site-packages (from bleach->nbconvert->notebook>=4.4.1->widgetsnbextension~=3.5.0->ipywidgets) (20.9)\n",
104
+ "Requirement already satisfied: webencodings in /Users/yuksel/opt/anaconda3/lib/python3.8/site-packages (from bleach->nbconvert->notebook>=4.4.1->widgetsnbextension~=3.5.0->ipywidgets) (0.5.1)\n",
105
+ "Requirement already satisfied: pyparsing>=2.0.2 in /Users/yuksel/opt/anaconda3/lib/python3.8/site-packages (from packaging->bleach->nbconvert->notebook>=4.4.1->widgetsnbextension~=3.5.0->ipywidgets) (2.4.7)\n",
106
+ "\u001b[33mWARNING: You are using pip version 21.2.4; however, version 21.3.1 is available.\n",
107
+ "You should consider upgrading via the '/Users/yuksel/opt/anaconda3/bin/python -m pip install --upgrade pip' command.\u001b[0m\n",
108
+ "Enabling notebook extension jupyter-js-widgets/extension...\n",
109
+ " - Validating: \u001b[32mOK\u001b[0m\n"
110
+ ]
111
+ }
112
+ ],
113
+ "source": [
114
+ "#Installing and Importing required libraries\n",
115
+ "! pip3 install --user catboost\n",
116
+ "! pip3 install --user ipywidgets\n",
117
+ "! jupyter nbextension enable --py widgetsnbextension\n",
118
+ "\n",
119
+ "import pandas as pd \n",
120
+ "import numpy as np\n",
121
+ "from sklearn.neural_network import MLPClassifier\n",
122
+ "from sklearn.metrics import accuracy_score \n",
123
+ "from catboost import Pool, CatBoostClassifier"
124
+ ]
125
+ },
126
+ {
127
+ "cell_type": "code",
128
+ "execution_count": 121,
129
+ "id": "1853f85d",
130
+ "metadata": {},
131
+ "outputs": [
132
+ {
133
+ "data": {
134
+ "text/plain": [
135
+ "Rock 24486\n",
136
+ "Pop 16251\n",
137
+ "Hip Hop 9263\n",
138
+ "unknown 5000\n",
139
+ "Name: Genre, dtype: int64"
140
+ ]
141
+ },
142
+ "execution_count": 121,
143
+ "metadata": {},
144
+ "output_type": "execute_result"
145
+ }
146
+ ],
147
+ "source": [
148
+ "# Reading data\n",
149
+ "df = pd.read_csv('data.csv')\n",
150
+ "\n",
151
+ "# Splitting\n",
152
+ "training = df.head(50000)\n",
153
+ "holdout_set = training.sample(5000, random_state=1) # pick 5000 observations randomly\n",
154
+ "training = training.drop(holdout_set.index) # Remove holdout from training data\n",
155
+ "testing = df.tail(5000)\n",
156
+ "\n",
157
+ "#Looking at counts per genre\n",
158
+ "df['Genre'].value_counts()"
159
+ ]
160
+ },
161
+ {
162
+ "cell_type": "code",
163
+ "execution_count": 122,
164
+ "id": "f0a20f7a",
165
+ "metadata": {},
166
+ "outputs": [
167
+ {
168
+ "data": {
169
+ "text/html": [
170
+ "<div>\n",
171
+ "<style scoped>\n",
172
+ " .dataframe tbody tr th:only-of-type {\n",
173
+ " vertical-align: middle;\n",
174
+ " }\n",
175
+ "\n",
176
+ " .dataframe tbody tr th {\n",
177
+ " vertical-align: top;\n",
178
+ " }\n",
179
+ "\n",
180
+ " .dataframe thead th {\n",
181
+ " text-align: right;\n",
182
+ " }\n",
183
+ "</style>\n",
184
+ "<table border=\"1\" class=\"dataframe\">\n",
185
+ " <thead>\n",
186
+ " <tr style=\"text-align: right;\">\n",
187
+ " <th></th>\n",
188
+ " <th>Lyric</th>\n",
189
+ " </tr>\n",
190
+ " </thead>\n",
191
+ " <tbody>\n",
192
+ " <tr>\n",
193
+ " <th>50000</th>\n",
194
+ " <td>Feels so good,. Feels so good,. Feels so good ...</td>\n",
195
+ " </tr>\n",
196
+ " <tr>\n",
197
+ " <th>50001</th>\n",
198
+ " <td>Shadow of a doubt. I heard your heart,. you he...</td>\n",
199
+ " </tr>\n",
200
+ " <tr>\n",
201
+ " <th>50002</th>\n",
202
+ " <td>Slaves. Hebrews born to serve to the pharaoh. ...</td>\n",
203
+ " </tr>\n",
204
+ " <tr>\n",
205
+ " <th>50003</th>\n",
206
+ " <td>You've been picked and it's over. What's the c...</td>\n",
207
+ " </tr>\n",
208
+ " <tr>\n",
209
+ " <th>50004</th>\n",
210
+ " <td>Magic happens. But only if you are open to the...</td>\n",
211
+ " </tr>\n",
212
+ " <tr>\n",
213
+ " <th>...</th>\n",
214
+ " <td>...</td>\n",
215
+ " </tr>\n",
216
+ " <tr>\n",
217
+ " <th>54995</th>\n",
218
+ " <td>I can't believe what you did to me. Down on my...</td>\n",
219
+ " </tr>\n",
220
+ " <tr>\n",
221
+ " <th>54996</th>\n",
222
+ " <td>Have all the songs been written?. Have all the...</td>\n",
223
+ " </tr>\n",
224
+ " <tr>\n",
225
+ " <th>54997</th>\n",
226
+ " <td>Everything you do you do so right. The clothes...</td>\n",
227
+ " </tr>\n",
228
+ " <tr>\n",
229
+ " <th>54998</th>\n",
230
+ " <td>(trecho). (Rule Number Two. Understanding what...</td>\n",
231
+ " </tr>\n",
232
+ " <tr>\n",
233
+ " <th>54999</th>\n",
234
+ " <td>As fall rides off in the Sunset. I sweep the S...</td>\n",
235
+ " </tr>\n",
236
+ " </tbody>\n",
237
+ "</table>\n",
238
+ "<p>5000 rows × 1 columns</p>\n",
239
+ "</div>"
240
+ ],
241
+ "text/plain": [
242
+ " Lyric\n",
243
+ "50000 Feels so good,. Feels so good,. Feels so good ...\n",
244
+ "50001 Shadow of a doubt. I heard your heart,. you he...\n",
245
+ "50002 Slaves. Hebrews born to serve to the pharaoh. ...\n",
246
+ "50003 You've been picked and it's over. What's the c...\n",
247
+ "50004 Magic happens. But only if you are open to the...\n",
248
+ "... ...\n",
249
+ "54995 I can't believe what you did to me. Down on my...\n",
250
+ "54996 Have all the songs been written?. Have all the...\n",
251
+ "54997 Everything you do you do so right. The clothes...\n",
252
+ "54998 (trecho). (Rule Number Two. Understanding what...\n",
253
+ "54999 As fall rides off in the Sunset. I sweep the S...\n",
254
+ "\n",
255
+ "[5000 rows x 1 columns]"
256
+ ]
257
+ },
258
+ "execution_count": 122,
259
+ "metadata": {},
260
+ "output_type": "execute_result"
261
+ }
262
+ ],
263
+ "source": [
264
+ "# Splitting training/testing set to feature (X) and labels (y)\n",
265
+ "train_y = training.Genre\n",
266
+ "train_X = training.drop('Genre', axis=1)\n",
267
+ "\n",
268
+ "test_X = testing.drop('Genre', axis=1)\n",
269
+ "\n",
270
+ "test_X"
271
+ ]
272
+ },
273
+ {
274
+ "cell_type": "code",
275
+ "execution_count": 123,
276
+ "id": "1c8eb420",
277
+ "metadata": {},
278
+ "outputs": [
279
+ {
280
+ "name": "stdout",
281
+ "output_type": "stream",
282
+ "text": [
283
+ "0:\tlearn: 0.8096011\ttotal: 81.1ms\tremaining: 8.03s\n",
284
+ "1:\tlearn: 0.7791994\ttotal: 150ms\tremaining: 7.34s\n",
285
+ "2:\tlearn: 0.7603779\ttotal: 224ms\tremaining: 7.25s\n",
286
+ "3:\tlearn: 0.7547274\ttotal: 290ms\tremaining: 6.95s\n",
287
+ "4:\tlearn: 0.7483987\ttotal: 367ms\tremaining: 6.97s\n",
288
+ "5:\tlearn: 0.7445907\ttotal: 432ms\tremaining: 6.76s\n",
289
+ "6:\tlearn: 0.7401263\ttotal: 501ms\tremaining: 6.65s\n",
290
+ "7:\tlearn: 0.7385096\ttotal: 578ms\tremaining: 6.64s\n",
291
+ "8:\tlearn: 0.7358355\ttotal: 654ms\tremaining: 6.61s\n",
292
+ "9:\tlearn: 0.7336089\ttotal: 757ms\tremaining: 6.81s\n",
293
+ "10:\tlearn: 0.7320447\ttotal: 816ms\tremaining: 6.6s\n",
294
+ "11:\tlearn: 0.7291184\ttotal: 882ms\tremaining: 6.47s\n",
295
+ "12:\tlearn: 0.7262838\ttotal: 959ms\tremaining: 6.42s\n",
296
+ "13:\tlearn: 0.7228727\ttotal: 1.04s\tremaining: 6.37s\n",
297
+ "14:\tlearn: 0.7201308\ttotal: 1.1s\tremaining: 6.23s\n",
298
+ "15:\tlearn: 0.7178398\ttotal: 1.19s\tremaining: 6.26s\n",
299
+ "16:\tlearn: 0.7163848\ttotal: 1.26s\tremaining: 6.17s\n",
300
+ "17:\tlearn: 0.7146310\ttotal: 1.33s\tremaining: 6.06s\n",
301
+ "18:\tlearn: 0.7136866\ttotal: 1.39s\tremaining: 5.92s\n",
302
+ "19:\tlearn: 0.7126146\ttotal: 1.47s\tremaining: 5.88s\n",
303
+ "20:\tlearn: 0.7116228\ttotal: 1.53s\tremaining: 5.76s\n",
304
+ "21:\tlearn: 0.7108619\ttotal: 1.59s\tremaining: 5.65s\n",
305
+ "22:\tlearn: 0.7101405\ttotal: 1.67s\tremaining: 5.58s\n",
306
+ "23:\tlearn: 0.7086742\ttotal: 1.74s\tremaining: 5.5s\n",
307
+ "24:\tlearn: 0.7073975\ttotal: 1.82s\tremaining: 5.45s\n",
308
+ "25:\tlearn: 0.7064083\ttotal: 1.88s\tremaining: 5.35s\n",
309
+ "26:\tlearn: 0.7053139\ttotal: 1.94s\tremaining: 5.24s\n",
310
+ "27:\tlearn: 0.7039690\ttotal: 2s\tremaining: 5.16s\n",
311
+ "28:\tlearn: 0.7030711\ttotal: 2.08s\tremaining: 5.09s\n",
312
+ "29:\tlearn: 0.7021268\ttotal: 2.17s\tremaining: 5.07s\n",
313
+ "30:\tlearn: 0.7015723\ttotal: 2.23s\tremaining: 4.98s\n",
314
+ "31:\tlearn: 0.7008915\ttotal: 2.3s\tremaining: 4.88s\n",
315
+ "32:\tlearn: 0.6999748\ttotal: 2.35s\tremaining: 4.78s\n",
316
+ "33:\tlearn: 0.6992735\ttotal: 2.42s\tremaining: 4.7s\n",
317
+ "34:\tlearn: 0.6985654\ttotal: 2.49s\tremaining: 4.62s\n",
318
+ "35:\tlearn: 0.6977550\ttotal: 2.56s\tremaining: 4.54s\n",
319
+ "36:\tlearn: 0.6970458\ttotal: 2.63s\tremaining: 4.48s\n",
320
+ "37:\tlearn: 0.6961753\ttotal: 2.72s\tremaining: 4.43s\n",
321
+ "38:\tlearn: 0.6954978\ttotal: 2.77s\tremaining: 4.34s\n",
322
+ "39:\tlearn: 0.6949396\ttotal: 2.84s\tremaining: 4.25s\n",
323
+ "40:\tlearn: 0.6941580\ttotal: 2.89s\tremaining: 4.16s\n",
324
+ "41:\tlearn: 0.6927943\ttotal: 2.98s\tremaining: 4.11s\n",
325
+ "42:\tlearn: 0.6920748\ttotal: 3.03s\tremaining: 4.02s\n",
326
+ "43:\tlearn: 0.6916593\ttotal: 3.1s\tremaining: 3.94s\n",
327
+ "44:\tlearn: 0.6911027\ttotal: 3.15s\tremaining: 3.85s\n",
328
+ "45:\tlearn: 0.6906870\ttotal: 3.22s\tremaining: 3.78s\n",
329
+ "46:\tlearn: 0.6900598\ttotal: 3.29s\tremaining: 3.71s\n",
330
+ "47:\tlearn: 0.6893376\ttotal: 3.35s\tremaining: 3.63s\n",
331
+ "48:\tlearn: 0.6890191\ttotal: 3.41s\tremaining: 3.55s\n",
332
+ "49:\tlearn: 0.6884704\ttotal: 3.48s\tremaining: 3.48s\n",
333
+ "50:\tlearn: 0.6877523\ttotal: 3.57s\tremaining: 3.43s\n",
334
+ "51:\tlearn: 0.6871784\ttotal: 3.63s\tremaining: 3.35s\n",
335
+ "52:\tlearn: 0.6859393\ttotal: 3.71s\tremaining: 3.29s\n",
336
+ "53:\tlearn: 0.6854332\ttotal: 3.78s\tremaining: 3.22s\n",
337
+ "54:\tlearn: 0.6849834\ttotal: 3.85s\tremaining: 3.15s\n",
338
+ "55:\tlearn: 0.6845240\ttotal: 3.91s\tremaining: 3.07s\n",
339
+ "56:\tlearn: 0.6840909\ttotal: 3.98s\tremaining: 3s\n",
340
+ "57:\tlearn: 0.6837616\ttotal: 4.05s\tremaining: 2.93s\n",
341
+ "58:\tlearn: 0.6830614\ttotal: 4.12s\tremaining: 2.86s\n",
342
+ "59:\tlearn: 0.6825999\ttotal: 4.17s\tremaining: 2.78s\n",
343
+ "60:\tlearn: 0.6821756\ttotal: 4.24s\tremaining: 2.71s\n",
344
+ "61:\tlearn: 0.6817505\ttotal: 4.3s\tremaining: 2.63s\n",
345
+ "62:\tlearn: 0.6812764\ttotal: 4.36s\tremaining: 2.56s\n",
346
+ "63:\tlearn: 0.6807991\ttotal: 4.42s\tremaining: 2.48s\n",
347
+ "64:\tlearn: 0.6802569\ttotal: 4.47s\tremaining: 2.41s\n",
348
+ "65:\tlearn: 0.6797401\ttotal: 4.53s\tremaining: 2.33s\n",
349
+ "66:\tlearn: 0.6789358\ttotal: 4.6s\tremaining: 2.26s\n",
350
+ "67:\tlearn: 0.6784886\ttotal: 4.66s\tremaining: 2.19s\n",
351
+ "68:\tlearn: 0.6781482\ttotal: 4.72s\tremaining: 2.12s\n",
352
+ "69:\tlearn: 0.6777138\ttotal: 4.78s\tremaining: 2.05s\n",
353
+ "70:\tlearn: 0.6771701\ttotal: 4.84s\tremaining: 1.98s\n",
354
+ "71:\tlearn: 0.6767495\ttotal: 4.9s\tremaining: 1.9s\n",
355
+ "72:\tlearn: 0.6762978\ttotal: 4.96s\tremaining: 1.83s\n",
356
+ "73:\tlearn: 0.6753376\ttotal: 5.02s\tremaining: 1.76s\n",
357
+ "74:\tlearn: 0.6749408\ttotal: 5.08s\tremaining: 1.69s\n",
358
+ "75:\tlearn: 0.6746421\ttotal: 5.14s\tremaining: 1.62s\n",
359
+ "76:\tlearn: 0.6739094\ttotal: 5.2s\tremaining: 1.55s\n",
360
+ "77:\tlearn: 0.6735961\ttotal: 5.25s\tremaining: 1.48s\n",
361
+ "78:\tlearn: 0.6730509\ttotal: 5.31s\tremaining: 1.41s\n",
362
+ "79:\tlearn: 0.6726551\ttotal: 5.39s\tremaining: 1.35s\n",
363
+ "80:\tlearn: 0.6721683\ttotal: 5.47s\tremaining: 1.28s\n",
364
+ "81:\tlearn: 0.6716987\ttotal: 5.53s\tremaining: 1.21s\n",
365
+ "82:\tlearn: 0.6712949\ttotal: 5.59s\tremaining: 1.14s\n",
366
+ "83:\tlearn: 0.6709170\ttotal: 5.65s\tremaining: 1.08s\n",
367
+ "84:\tlearn: 0.6703371\ttotal: 5.71s\tremaining: 1.01s\n",
368
+ "85:\tlearn: 0.6699702\ttotal: 5.77s\tremaining: 940ms\n",
369
+ "86:\tlearn: 0.6694328\ttotal: 5.83s\tremaining: 871ms\n",
370
+ "87:\tlearn: 0.6690860\ttotal: 5.89s\tremaining: 803ms\n",
371
+ "88:\tlearn: 0.6687439\ttotal: 5.95s\tremaining: 735ms\n",
372
+ "89:\tlearn: 0.6681246\ttotal: 6.02s\tremaining: 669ms\n",
373
+ "90:\tlearn: 0.6677217\ttotal: 6.08s\tremaining: 602ms\n",
374
+ "91:\tlearn: 0.6672547\ttotal: 6.15s\tremaining: 535ms\n",
375
+ "92:\tlearn: 0.6669134\ttotal: 6.23s\tremaining: 469ms\n",
376
+ "93:\tlearn: 0.6666193\ttotal: 6.29s\tremaining: 402ms\n",
377
+ "94:\tlearn: 0.6661117\ttotal: 6.36s\tremaining: 335ms\n",
378
+ "95:\tlearn: 0.6656902\ttotal: 6.44s\tremaining: 268ms\n",
379
+ "96:\tlearn: 0.6652210\ttotal: 6.5s\tremaining: 201ms\n",
380
+ "97:\tlearn: 0.6648345\ttotal: 6.57s\tremaining: 134ms\n",
381
+ "98:\tlearn: 0.6642868\ttotal: 6.65s\tremaining: 67.2ms\n",
382
+ "99:\tlearn: 0.6639657\ttotal: 6.71s\tremaining: 0us\n"
383
+ ]
384
+ },
385
+ {
386
+ "data": {
387
+ "text/plain": [
388
+ "<catboost.core.CatBoostClassifier at 0x7ff1e82e72e0>"
389
+ ]
390
+ },
391
+ "execution_count": 123,
392
+ "metadata": {},
393
+ "output_type": "execute_result"
394
+ }
395
+ ],
396
+ "source": [
397
+ "# Build a classifier\n",
398
+ "text_features = ['Lyric']\n",
399
+ "\n",
400
+ "\n",
401
+ "train_dataset = Pool(data=train_X,\n",
402
+ " label=train_y,\n",
403
+ " text_features=text_features)\n",
404
+ "\n",
405
+ "model = CatBoostClassifier(iterations=100,\n",
406
+ " learning_rate=1,\n",
407
+ " depth=3,\n",
408
+ " loss_function='MultiClass')\n",
409
+ "\n",
410
+ "model.fit(train_dataset)"
411
+ ]
412
+ },
413
+ {
414
+ "cell_type": "code",
415
+ "execution_count": 129,
416
+ "id": "f770a8f2",
417
+ "metadata": {},
418
+ "outputs": [
419
+ {
420
+ "name": "stdout",
421
+ "output_type": "stream",
422
+ "text": [
423
+ "0.6794\n"
424
+ ]
425
+ }
426
+ ],
427
+ "source": [
428
+ "# Estimate accuracy\n",
429
+ "pred = model.predict(holdout_set.drop('Genre',axis=1))\n",
430
+ "estimated_accuracy = accuracy_score(holdout_set['Genre'], pred)\n",
431
+ "print(estimated_accuracy)\n",
432
+ "pd.Series(estimated_accuracy).to_csv('ea.csv', index=False, header=False)"
433
+ ]
434
+ },
435
+ {
436
+ "cell_type": "code",
437
+ "execution_count": 131,
438
+ "id": "035f58c6",
439
+ "metadata": {},
440
+ "outputs": [
441
+ {
442
+ "name": "stdout",
443
+ "output_type": "stream",
444
+ "text": [
445
+ "['Pop' 'Rock' 'Rock' ... 'Rock' 'Pop' 'Rock']\n"
446
+ ]
447
+ }
448
+ ],
449
+ "source": [
450
+ "# Predict testing set\n",
451
+ "pred = model.predict(test_X)\n",
452
+ "print(pred.flatten())\n",
453
+ "pred = pd.Series(pred.flatten()).to_csv('pred.csv', index=False, header=False)"
454
+ ]
455
+ },
456
+ {
457
+ "cell_type": "code",
458
+ "execution_count": 128,
459
+ "id": "2137c958",
460
+ "metadata": {},
461
+ "outputs": [
462
+ {
463
+ "data": {
464
+ "text/plain": [
465
+ "(array(['Hip Hop', 'Pop', 'Rock'], dtype=object), array([ 802, 1307, 2891]))"
466
+ ]
467
+ },
468
+ "execution_count": 128,
469
+ "metadata": {},
470
+ "output_type": "execute_result"
471
+ }
472
+ ],
473
+ "source": [
474
+ "# to check number of instances of each genre in pred\n",
475
+ "np.unique(model.predict(test_X), return_counts=True)"
476
+ ]
477
+ },
478
+ {
479
+ "cell_type": "code",
480
+ "execution_count": null,
481
+ "id": "83aa22c4",
482
+ "metadata": {},
483
+ "outputs": [],
484
+ "source": []
485
+ }
486
+ ],
487
+ "metadata": {
488
+ "kernelspec": {
489
+ "display_name": "Python 3",
490
+ "language": "python",
491
+ "name": "python3"
492
+ },
493
+ "language_info": {
494
+ "codemirror_mode": {
495
+ "name": "ipython",
496
+ "version": 3
497
+ },
498
+ "file_extension": ".py",
499
+ "mimetype": "text/x-python",
500
+ "name": "python",
501
+ "nbconvert_exporter": "python",
502
+ "pygments_lexer": "ipython3",
503
+ "version": "3.8.8"
504
+ }
505
+ },
506
+ "nbformat": 4,
507
+ "nbformat_minor": 5
508
+ }
README.md CHANGED
@@ -1,3 +1,11 @@
1
- ---
2
- license: gpl
3
- ---
 
 
 
 
 
 
 
 
 
1
+ # Classification Challenge using CatBoost
2
+
3
+ ## INF2179 Fall 2021
4
+ ### Hamid Yuksel
5
+
6
+ This submission uses [CatBoost](https://catboost.ai/).
7
+ CatBoost was chosen for its listed benefits, mainly in requiring less hyperparameter tuning and preprocessing of categorical and text features. It is also fast and fairly easy to set up.
8
+
9
+ <img src="http://s4.thingpic.com/images/Yx/zFbS5iJFJMYNxDp9HTR7TQtT.png"
10
+ alt="Markdown Monster icon"
11
+ style="float: left; margin-right: 10px;" />
data.csv ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:05b391c1113449c59c1f922a8d606f00dd57e2adc1370ee6c3f223925f7412ae
3
+ size 81801121
ea.csv ADDED
@@ -0,0 +1 @@
 
 
1
+ 0.6794
pred.csv ADDED
@@ -0,0 +1,5000 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ Pop
2
+ Rock
3
+ Rock
4
+ Rock
5
+ Rock
6
+ Hip Hop
7
+ Rock
8
+ Rock
9
+ Rock
10
+ Hip Hop
11
+ Pop
12
+ Rock
13
+ Pop
14
+ Rock
15
+ Hip Hop
16
+ Hip Hop
17
+ Rock
18
+ Rock
19
+ Hip Hop
20
+ Pop
21
+ Rock
22
+ Rock
23
+ Pop
24
+ Rock
25
+ Rock
26
+ Rock
27
+ Rock
28
+ Rock
29
+ Rock
30
+ Pop
31
+ Pop
32
+ Rock
33
+ Hip Hop
34
+ Rock
35
+ Rock
36
+ Rock
37
+ Rock
38
+ Rock
39
+ Rock
40
+ Pop
41
+ Pop
42
+ Rock
43
+ Rock
44
+ Rock
45
+ Rock
46
+ Rock
47
+ Rock
48
+ Rock
49
+ Pop
50
+ Hip Hop
51
+ Hip Hop
52
+ Pop
53
+ Rock
54
+ Rock
55
+ Rock
56
+ Rock
57
+ Rock
58
+ Rock
59
+ Hip Hop
60
+ Rock
61
+ Pop
62
+ Pop
63
+ Pop
64
+ Rock
65
+ Rock
66
+ Hip Hop
67
+ Rock
68
+ Pop
69
+ Rock
70
+ Rock
71
+ Pop
72
+ Hip Hop
73
+ Rock
74
+ Hip Hop
75
+ Rock
76
+ Rock
77
+ Pop
78
+ Rock
79
+ Rock
80
+ Rock
81
+ Pop
82
+ Pop
83
+ Rock
84
+ Rock
85
+ Rock
86
+ Rock
87
+ Pop
88
+ Rock
89
+ Hip Hop
90
+ Rock
91
+ Rock
92
+ Pop
93
+ Rock
94
+ Pop
95
+ Pop
96
+ Rock
97
+ Rock
98
+ Rock
99
+ Hip Hop
100
+ Hip Hop
101
+ Rock
102
+ Hip Hop
103
+ Rock
104
+ Hip Hop
105
+ Rock
106
+ Pop
107
+ Pop
108
+ Pop
109
+ Hip Hop
110
+ Pop
111
+ Hip Hop
112
+ Pop
113
+ Rock
114
+ Pop
115
+ Rock
116
+ Rock
117
+ Pop
118
+ Rock
119
+ Hip Hop
120
+ Rock
121
+ Rock
122
+ Pop
123
+ Rock
124
+ Rock
125
+ Rock
126
+ Pop
127
+ Rock
128
+ Pop
129
+ Pop
130
+ Rock
131
+ Rock
132
+ Hip Hop
133
+ Rock
134
+ Hip Hop
135
+ Pop
136
+ Rock
137
+ Rock
138
+ Pop
139
+ Pop
140
+ Rock
141
+ Hip Hop
142
+ Pop
143
+ Rock
144
+ Pop
145
+ Rock
146
+ Hip Hop
147
+ Hip Hop
148
+ Pop
149
+ Rock
150
+ Rock
151
+ Rock
152
+ Hip Hop
153
+ Rock
154
+ Pop
155
+ Rock
156
+ Pop
157
+ Rock
158
+ Rock
159
+ Rock
160
+ Hip Hop
161
+ Rock
162
+ Rock
163
+ Pop
164
+ Hip Hop
165
+ Hip Hop
166
+ Rock
167
+ Rock
168
+ Rock
169
+ Pop
170
+ Rock
171
+ Rock
172
+ Rock
173
+ Rock
174
+ Pop
175
+ Rock
176
+ Rock
177
+ Pop
178
+ Hip Hop
179
+ Pop
180
+ Pop
181
+ Rock
182
+ Rock
183
+ Rock
184
+ Hip Hop
185
+ Rock
186
+ Rock
187
+ Rock
188
+ Rock
189
+ Pop
190
+ Rock
191
+ Pop
192
+ Rock
193
+ Rock
194
+ Pop
195
+ Rock
196
+ Hip Hop
197
+ Rock
198
+ Hip Hop
199
+ Pop
200
+ Rock
201
+ Rock
202
+ Rock
203
+ Hip Hop
204
+ Pop
205
+ Hip Hop
206
+ Hip Hop
207
+ Rock
208
+ Rock
209
+ Rock
210
+ Rock
211
+ Hip Hop
212
+ Rock
213
+ Rock
214
+ Hip Hop
215
+ Hip Hop
216
+ Pop
217
+ Rock
218
+ Rock
219
+ Rock
220
+ Rock
221
+ Rock
222
+ Pop
223
+ Hip Hop
224
+ Rock
225
+ Rock
226
+ Rock
227
+ Rock
228
+ Hip Hop
229
+ Rock
230
+ Rock
231
+ Rock
232
+ Rock
233
+ Rock
234
+ Rock
235
+ Pop
236
+ Pop
237
+ Hip Hop
238
+ Rock
239
+ Pop
240
+ Pop
241
+ Rock
242
+ Rock
243
+ Rock
244
+ Rock
245
+ Pop
246
+ Rock
247
+ Rock
248
+ Hip Hop
249
+ Pop
250
+ Rock
251
+ Pop
252
+ Rock
253
+ Pop
254
+ Pop
255
+ Pop
256
+ Hip Hop
257
+ Rock
258
+ Rock
259
+ Rock
260
+ Hip Hop
261
+ Rock
262
+ Rock
263
+ Rock
264
+ Hip Hop
265
+ Pop
266
+ Hip Hop
267
+ Rock
268
+ Rock
269
+ Hip Hop
270
+ Rock
271
+ Pop
272
+ Rock
273
+ Hip Hop
274
+ Rock
275
+ Rock
276
+ Rock
277
+ Rock
278
+ Hip Hop
279
+ Rock
280
+ Pop
281
+ Rock
282
+ Rock
283
+ Pop
284
+ Hip Hop
285
+ Rock
286
+ Pop
287
+ Rock
288
+ Rock
289
+ Hip Hop
290
+ Rock
291
+ Pop
292
+ Pop
293
+ Rock
294
+ Rock
295
+ Rock
296
+ Pop
297
+ Pop
298
+ Rock
299
+ Rock
300
+ Rock
301
+ Pop
302
+ Rock
303
+ Rock
304
+ Hip Hop
305
+ Rock
306
+ Pop
307
+ Hip Hop
308
+ Pop
309
+ Pop
310
+ Rock
311
+ Rock
312
+ Rock
313
+ Rock
314
+ Rock
315
+ Hip Hop
316
+ Pop
317
+ Rock
318
+ Hip Hop
319
+ Rock
320
+ Hip Hop
321
+ Rock
322
+ Rock
323
+ Pop
324
+ Rock
325
+ Rock
326
+ Hip Hop
327
+ Rock
328
+ Rock
329
+ Hip Hop
330
+ Pop
331
+ Rock
332
+ Rock
333
+ Pop
334
+ Pop
335
+ Rock
336
+ Rock
337
+ Pop
338
+ Hip Hop
339
+ Rock
340
+ Pop
341
+ Rock
342
+ Hip Hop
343
+ Rock
344
+ Pop
345
+ Rock
346
+ Hip Hop
347
+ Rock
348
+ Rock
349
+ Rock
350
+ Rock
351
+ Hip Hop
352
+ Rock
353
+ Rock
354
+ Hip Hop
355
+ Pop
356
+ Hip Hop
357
+ Rock
358
+ Rock
359
+ Rock
360
+ Rock
361
+ Pop
362
+ Rock
363
+ Pop
364
+ Rock
365
+ Rock
366
+ Pop
367
+ Hip Hop
368
+ Hip Hop
369
+ Rock
370
+ Rock
371
+ Pop
372
+ Rock
373
+ Rock
374
+ Rock
375
+ Pop
376
+ Pop
377
+ Hip Hop
378
+ Rock
379
+ Rock
380
+ Rock
381
+ Rock
382
+ Hip Hop
383
+ Pop
384
+ Rock
385
+ Pop
386
+ Pop
387
+ Rock
388
+ Rock
389
+ Pop
390
+ Hip Hop
391
+ Rock
392
+ Hip Hop
393
+ Rock
394
+ Rock
395
+ Rock
396
+ Pop
397
+ Hip Hop
398
+ Rock
399
+ Pop
400
+ Pop
401
+ Rock
402
+ Rock
403
+ Hip Hop
404
+ Pop
405
+ Rock
406
+ Pop
407
+ Rock
408
+ Rock
409
+ Rock
410
+ Hip Hop
411
+ Rock
412
+ Rock
413
+ Hip Hop
414
+ Rock
415
+ Rock
416
+ Rock
417
+ Pop
418
+ Rock
419
+ Hip Hop
420
+ Hip Hop
421
+ Rock
422
+ Pop
423
+ Rock
424
+ Pop
425
+ Rock
426
+ Rock
427
+ Pop
428
+ Rock
429
+ Hip Hop
430
+ Rock
431
+ Pop
432
+ Hip Hop
433
+ Rock
434
+ Hip Hop
435
+ Pop
436
+ Pop
437
+ Rock
438
+ Rock
439
+ Pop
440
+ Pop
441
+ Pop
442
+ Rock
443
+ Pop
444
+ Hip Hop
445
+ Rock
446
+ Rock
447
+ Hip Hop
448
+ Rock
449
+ Rock
450
+ Hip Hop
451
+ Hip Hop
452
+ Rock
453
+ Rock
454
+ Rock
455
+ Rock
456
+ Rock
457
+ Hip Hop
458
+ Rock
459
+ Pop
460
+ Pop
461
+ Pop
462
+ Hip Hop
463
+ Rock
464
+ Pop
465
+ Hip Hop
466
+ Rock
467
+ Rock
468
+ Rock
469
+ Rock
470
+ Pop
471
+ Rock
472
+ Rock
473
+ Pop
474
+ Hip Hop
475
+ Rock
476
+ Rock
477
+ Pop
478
+ Hip Hop
479
+ Rock
480
+ Rock
481
+ Rock
482
+ Rock
483
+ Rock
484
+ Rock
485
+ Rock
486
+ Rock
487
+ Rock
488
+ Hip Hop
489
+ Pop
490
+ Hip Hop
491
+ Rock
492
+ Rock
493
+ Rock
494
+ Rock
495
+ Hip Hop
496
+ Hip Hop
497
+ Rock
498
+ Rock
499
+ Hip Hop
500
+ Pop
501
+ Rock
502
+ Rock
503
+ Rock
504
+ Pop
505
+ Pop
506
+ Hip Hop
507
+ Pop
508
+ Rock
509
+ Pop
510
+ Rock
511
+ Rock
512
+ Rock
513
+ Rock
514
+ Hip Hop
515
+ Rock
516
+ Rock
517
+ Hip Hop
518
+ Rock
519
+ Rock
520
+ Pop
521
+ Rock
522
+ Rock
523
+ Pop
524
+ Pop
525
+ Rock
526
+ Hip Hop
527
+ Rock
528
+ Rock
529
+ Pop
530
+ Rock
531
+ Rock
532
+ Hip Hop
533
+ Rock
534
+ Rock
535
+ Pop
536
+ Pop
537
+ Rock
538
+ Pop
539
+ Hip Hop
540
+ Pop
541
+ Rock
542
+ Rock
543
+ Pop
544
+ Rock
545
+ Hip Hop
546
+ Rock
547
+ Pop
548
+ Rock
549
+ Rock
550
+ Hip Hop
551
+ Hip Hop
552
+ Rock
553
+ Rock
554
+ Rock
555
+ Hip Hop
556
+ Rock
557
+ Rock
558
+ Pop
559
+ Pop
560
+ Rock
561
+ Rock
562
+ Pop
563
+ Hip Hop
564
+ Rock
565
+ Pop
566
+ Pop
567
+ Pop
568
+ Hip Hop
569
+ Rock
570
+ Rock
571
+ Rock
572
+ Rock
573
+ Pop
574
+ Rock
575
+ Hip Hop
576
+ Rock
577
+ Pop
578
+ Rock
579
+ Rock
580
+ Pop
581
+ Hip Hop
582
+ Rock
583
+ Rock
584
+ Pop
585
+ Hip Hop
586
+ Pop
587
+ Rock
588
+ Rock
589
+ Rock
590
+ Rock
591
+ Rock
592
+ Pop
593
+ Pop
594
+ Pop
595
+ Rock
596
+ Rock
597
+ Pop
598
+ Pop
599
+ Hip Hop
600
+ Rock
601
+ Hip Hop
602
+ Pop
603
+ Pop
604
+ Rock
605
+ Hip Hop
606
+ Hip Hop
607
+ Rock
608
+ Pop
609
+ Pop
610
+ Hip Hop
611
+ Pop
612
+ Pop
613
+ Hip Hop
614
+ Rock
615
+ Rock
616
+ Hip Hop
617
+ Rock
618
+ Rock
619
+ Rock
620
+ Rock
621
+ Pop
622
+ Hip Hop
623
+ Rock
624
+ Hip Hop
625
+ Rock
626
+ Rock
627
+ Rock
628
+ Rock
629
+ Rock
630
+ Pop
631
+ Pop
632
+ Rock
633
+ Rock
634
+ Rock
635
+ Rock
636
+ Rock
637
+ Hip Hop
638
+ Rock
639
+ Rock
640
+ Rock
641
+ Pop
642
+ Rock
643
+ Pop
644
+ Rock
645
+ Hip Hop
646
+ Rock
647
+ Pop
648
+ Hip Hop
649
+ Rock
650
+ Pop
651
+ Hip Hop
652
+ Pop
653
+ Rock
654
+ Pop
655
+ Rock
656
+ Pop
657
+ Hip Hop
658
+ Rock
659
+ Hip Hop
660
+ Hip Hop
661
+ Pop
662
+ Rock
663
+ Rock
664
+ Pop
665
+ Pop
666
+ Rock
667
+ Rock
668
+ Pop
669
+ Rock
670
+ Rock
671
+ Hip Hop
672
+ Rock
673
+ Pop
674
+ Rock
675
+ Rock
676
+ Hip Hop
677
+ Rock
678
+ Rock
679
+ Hip Hop
680
+ Rock
681
+ Rock
682
+ Rock
683
+ Rock
684
+ Pop
685
+ Rock
686
+ Hip Hop
687
+ Rock
688
+ Rock
689
+ Rock
690
+ Rock
691
+ Rock
692
+ Rock
693
+ Rock
694
+ Rock
695
+ Rock
696
+ Rock
697
+ Rock
698
+ Hip Hop
699
+ Pop
700
+ Rock
701
+ Rock
702
+ Pop
703
+ Pop
704
+ Pop
705
+ Rock
706
+ Pop
707
+ Hip Hop
708
+ Rock
709
+ Rock
710
+ Rock
711
+ Rock
712
+ Rock
713
+ Rock
714
+ Pop
715
+ Hip Hop
716
+ Pop
717
+ Rock
718
+ Rock
719
+ Pop
720
+ Pop
721
+ Pop
722
+ Pop
723
+ Hip Hop
724
+ Rock
725
+ Hip Hop
726
+ Hip Hop
727
+ Rock
728
+ Rock
729
+ Rock
730
+ Rock
731
+ Rock
732
+ Pop
733
+ Rock
734
+ Rock
735
+ Rock
736
+ Rock
737
+ Rock
738
+ Rock
739
+ Rock
740
+ Rock
741
+ Rock
742
+ Rock
743
+ Rock
744
+ Rock
745
+ Pop
746
+ Rock
747
+ Rock
748
+ Pop
749
+ Rock
750
+ Pop
751
+ Hip Hop
752
+ Rock
753
+ Rock
754
+ Rock
755
+ Pop
756
+ Rock
757
+ Rock
758
+ Rock
759
+ Rock
760
+ Rock
761
+ Pop
762
+ Rock
763
+ Rock
764
+ Rock
765
+ Rock
766
+ Pop
767
+ Rock
768
+ Rock
769
+ Rock
770
+ Rock
771
+ Rock
772
+ Rock
773
+ Rock
774
+ Rock
775
+ Hip Hop
776
+ Rock
777
+ Rock
778
+ Hip Hop
779
+ Rock
780
+ Rock
781
+ Rock
782
+ Hip Hop
783
+ Rock
784
+ Rock
785
+ Pop
786
+ Rock
787
+ Hip Hop
788
+ Rock
789
+ Rock
790
+ Rock
791
+ Rock
792
+ Pop
793
+ Hip Hop
794
+ Rock
795
+ Rock
796
+ Rock
797
+ Rock
798
+ Rock
799
+ Pop
800
+ Hip Hop
801
+ Hip Hop
802
+ Rock
803
+ Rock
804
+ Pop
805
+ Hip Hop
806
+ Rock
807
+ Rock
808
+ Pop
809
+ Rock
810
+ Pop
811
+ Pop
812
+ Rock
813
+ Rock
814
+ Rock
815
+ Hip Hop
816
+ Pop
817
+ Rock
818
+ Rock
819
+ Pop
820
+ Rock
821
+ Rock
822
+ Rock
823
+ Rock
824
+ Hip Hop
825
+ Rock
826
+ Pop
827
+ Hip Hop
828
+ Hip Hop
829
+ Pop
830
+ Pop
831
+ Rock
832
+ Hip Hop
833
+ Rock
834
+ Pop
835
+ Rock
836
+ Rock
837
+ Rock
838
+ Pop
839
+ Pop
840
+ Rock
841
+ Hip Hop
842
+ Pop
843
+ Pop
844
+ Rock
845
+ Rock
846
+ Rock
847
+ Rock
848
+ Pop
849
+ Rock
850
+ Rock
851
+ Hip Hop
852
+ Pop
853
+ Rock
854
+ Rock
855
+ Hip Hop
856
+ Pop
857
+ Rock
858
+ Rock
859
+ Pop
860
+ Rock
861
+ Hip Hop
862
+ Rock
863
+ Pop
864
+ Rock
865
+ Hip Hop
866
+ Pop
867
+ Rock
868
+ Rock
869
+ Rock
870
+ Hip Hop
871
+ Pop
872
+ Hip Hop
873
+ Rock
874
+ Rock
875
+ Hip Hop
876
+ Pop
877
+ Rock
878
+ Rock
879
+ Pop
880
+ Pop
881
+ Pop
882
+ Rock
883
+ Rock
884
+ Rock
885
+ Rock
886
+ Pop
887
+ Rock
888
+ Rock
889
+ Rock
890
+ Rock
891
+ Rock
892
+ Rock
893
+ Rock
894
+ Rock
895
+ Rock
896
+ Pop
897
+ Pop
898
+ Pop
899
+ Rock
900
+ Rock
901
+ Pop
902
+ Pop
903
+ Rock
904
+ Pop
905
+ Pop
906
+ Rock
907
+ Rock
908
+ Rock
909
+ Rock
910
+ Rock
911
+ Hip Hop
912
+ Rock
913
+ Rock
914
+ Pop
915
+ Rock
916
+ Pop
917
+ Rock
918
+ Pop
919
+ Rock
920
+ Pop
921
+ Pop
922
+ Pop
923
+ Rock
924
+ Rock
925
+ Hip Hop
926
+ Rock
927
+ Pop
928
+ Pop
929
+ Rock
930
+ Rock
931
+ Pop
932
+ Hip Hop
933
+ Rock
934
+ Pop
935
+ Rock
936
+ Pop
937
+ Rock
938
+ Hip Hop
939
+ Rock
940
+ Rock
941
+ Pop
942
+ Rock
943
+ Hip Hop
944
+ Hip Hop
945
+ Rock
946
+ Rock
947
+ Rock
948
+ Pop
949
+ Rock
950
+ Rock
951
+ Rock
952
+ Pop
953
+ Hip Hop
954
+ Rock
955
+ Pop
956
+ Pop
957
+ Rock
958
+ Hip Hop
959
+ Rock
960
+ Pop
961
+ Rock
962
+ Rock
963
+ Pop
964
+ Rock
965
+ Pop
966
+ Rock
967
+ Rock
968
+ Pop
969
+ Rock
970
+ Rock
971
+ Rock
972
+ Rock
973
+ Rock
974
+ Rock
975
+ Rock
976
+ Rock
977
+ Rock
978
+ Pop
979
+ Pop
980
+ Hip Hop
981
+ Rock
982
+ Rock
983
+ Pop
984
+ Rock
985
+ Rock
986
+ Pop
987
+ Hip Hop
988
+ Rock
989
+ Rock
990
+ Rock
991
+ Hip Hop
992
+ Pop
993
+ Rock
994
+ Rock
995
+ Rock
996
+ Hip Hop
997
+ Rock
998
+ Pop
999
+ Rock
1000
+ Rock
1001
+ Rock
1002
+ Rock
1003
+ Pop
1004
+ Pop
1005
+ Pop
1006
+ Hip Hop
1007
+ Rock
1008
+ Hip Hop
1009
+ Rock
1010
+ Pop
1011
+ Rock
1012
+ Rock
1013
+ Pop
1014
+ Rock
1015
+ Rock
1016
+ Hip Hop
1017
+ Rock
1018
+ Pop
1019
+ Pop
1020
+ Hip Hop
1021
+ Pop
1022
+ Rock
1023
+ Rock
1024
+ Pop
1025
+ Rock
1026
+ Rock
1027
+ Rock
1028
+ Pop
1029
+ Rock
1030
+ Pop
1031
+ Pop
1032
+ Rock
1033
+ Rock
1034
+ Rock
1035
+ Hip Hop
1036
+ Hip Hop
1037
+ Rock
1038
+ Rock
1039
+ Rock
1040
+ Pop
1041
+ Rock
1042
+ Pop
1043
+ Rock
1044
+ Hip Hop
1045
+ Rock
1046
+ Rock
1047
+ Rock
1048
+ Pop
1049
+ Rock
1050
+ Rock
1051
+ Pop
1052
+ Rock
1053
+ Rock
1054
+ Rock
1055
+ Rock
1056
+ Rock
1057
+ Hip Hop
1058
+ Rock
1059
+ Rock
1060
+ Rock
1061
+ Pop
1062
+ Pop
1063
+ Rock
1064
+ Rock
1065
+ Pop
1066
+ Pop
1067
+ Pop
1068
+ Rock
1069
+ Hip Hop
1070
+ Rock
1071
+ Pop
1072
+ Hip Hop
1073
+ Pop
1074
+ Rock
1075
+ Rock
1076
+ Rock
1077
+ Rock
1078
+ Rock
1079
+ Hip Hop
1080
+ Hip Hop
1081
+ Pop
1082
+ Pop
1083
+ Rock
1084
+ Rock
1085
+ Rock
1086
+ Rock
1087
+ Rock
1088
+ Pop
1089
+ Rock
1090
+ Pop
1091
+ Hip Hop
1092
+ Rock
1093
+ Pop
1094
+ Pop
1095
+ Hip Hop
1096
+ Rock
1097
+ Hip Hop
1098
+ Rock
1099
+ Hip Hop
1100
+ Rock
1101
+ Rock
1102
+ Rock
1103
+ Rock
1104
+ Rock
1105
+ Rock
1106
+ Hip Hop
1107
+ Rock
1108
+ Rock
1109
+ Hip Hop
1110
+ Pop
1111
+ Rock
1112
+ Rock
1113
+ Pop
1114
+ Pop
1115
+ Rock
1116
+ Hip Hop
1117
+ Rock
1118
+ Rock
1119
+ Pop
1120
+ Rock
1121
+ Hip Hop
1122
+ Rock
1123
+ Pop
1124
+ Hip Hop
1125
+ Rock
1126
+ Rock
1127
+ Pop
1128
+ Rock
1129
+ Rock
1130
+ Pop
1131
+ Pop
1132
+ Hip Hop
1133
+ Rock
1134
+ Rock
1135
+ Rock
1136
+ Rock
1137
+ Rock
1138
+ Hip Hop
1139
+ Rock
1140
+ Rock
1141
+ Pop
1142
+ Hip Hop
1143
+ Hip Hop
1144
+ Hip Hop
1145
+ Rock
1146
+ Pop
1147
+ Rock
1148
+ Hip Hop
1149
+ Pop
1150
+ Rock
1151
+ Rock
1152
+ Rock
1153
+ Pop
1154
+ Rock
1155
+ Rock
1156
+ Rock
1157
+ Pop
1158
+ Rock
1159
+ Rock
1160
+ Rock
1161
+ Rock
1162
+ Rock
1163
+ Hip Hop
1164
+ Hip Hop
1165
+ Rock
1166
+ Rock
1167
+ Rock
1168
+ Rock
1169
+ Rock
1170
+ Rock
1171
+ Pop
1172
+ Rock
1173
+ Rock
1174
+ Rock
1175
+ Hip Hop
1176
+ Pop
1177
+ Hip Hop
1178
+ Rock
1179
+ Pop
1180
+ Rock
1181
+ Pop
1182
+ Rock
1183
+ Rock
1184
+ Rock
1185
+ Rock
1186
+ Rock
1187
+ Hip Hop
1188
+ Rock
1189
+ Pop
1190
+ Pop
1191
+ Rock
1192
+ Pop
1193
+ Pop
1194
+ Rock
1195
+ Rock
1196
+ Rock
1197
+ Pop
1198
+ Rock
1199
+ Hip Hop
1200
+ Pop
1201
+ Rock
1202
+ Pop
1203
+ Pop
1204
+ Rock
1205
+ Rock
1206
+ Rock
1207
+ Rock
1208
+ Rock
1209
+ Pop
1210
+ Pop
1211
+ Rock
1212
+ Pop
1213
+ Rock
1214
+ Rock
1215
+ Rock
1216
+ Rock
1217
+ Rock
1218
+ Rock
1219
+ Rock
1220
+ Rock
1221
+ Rock
1222
+ Rock
1223
+ Pop
1224
+ Hip Hop
1225
+ Pop
1226
+ Hip Hop
1227
+ Pop
1228
+ Hip Hop
1229
+ Rock
1230
+ Rock
1231
+ Rock
1232
+ Pop
1233
+ Rock
1234
+ Rock
1235
+ Rock
1236
+ Rock
1237
+ Hip Hop
1238
+ Pop
1239
+ Rock
1240
+ Pop
1241
+ Pop
1242
+ Rock
1243
+ Hip Hop
1244
+ Rock
1245
+ Rock
1246
+ Rock
1247
+ Hip Hop
1248
+ Rock
1249
+ Hip Hop
1250
+ Pop
1251
+ Hip Hop
1252
+ Pop
1253
+ Pop
1254
+ Pop
1255
+ Pop
1256
+ Rock
1257
+ Hip Hop
1258
+ Rock
1259
+ Rock
1260
+ Pop
1261
+ Rock
1262
+ Pop
1263
+ Pop
1264
+ Rock
1265
+ Hip Hop
1266
+ Rock
1267
+ Hip Hop
1268
+ Rock
1269
+ Rock
1270
+ Pop
1271
+ Rock
1272
+ Pop
1273
+ Rock
1274
+ Rock
1275
+ Rock
1276
+ Pop
1277
+ Pop
1278
+ Pop
1279
+ Rock
1280
+ Hip Hop
1281
+ Rock
1282
+ Rock
1283
+ Rock
1284
+ Hip Hop
1285
+ Rock
1286
+ Rock
1287
+ Pop
1288
+ Pop
1289
+ Rock
1290
+ Rock
1291
+ Rock
1292
+ Rock
1293
+ Pop
1294
+ Rock
1295
+ Pop
1296
+ Rock
1297
+ Pop
1298
+ Rock
1299
+ Hip Hop
1300
+ Rock
1301
+ Rock
1302
+ Pop
1303
+ Hip Hop
1304
+ Rock
1305
+ Pop
1306
+ Rock
1307
+ Rock
1308
+ Rock
1309
+ Rock
1310
+ Pop
1311
+ Rock
1312
+ Pop
1313
+ Rock
1314
+ Pop
1315
+ Rock
1316
+ Pop
1317
+ Rock
1318
+ Rock
1319
+ Pop
1320
+ Hip Hop
1321
+ Pop
1322
+ Pop
1323
+ Rock
1324
+ Pop
1325
+ Hip Hop
1326
+ Rock
1327
+ Rock
1328
+ Rock
1329
+ Rock
1330
+ Rock
1331
+ Rock
1332
+ Pop
1333
+ Rock
1334
+ Pop
1335
+ Rock
1336
+ Rock
1337
+ Rock
1338
+ Rock
1339
+ Rock
1340
+ Rock
1341
+ Hip Hop
1342
+ Rock
1343
+ Rock
1344
+ Hip Hop
1345
+ Rock
1346
+ Pop
1347
+ Hip Hop
1348
+ Rock
1349
+ Rock
1350
+ Rock
1351
+ Rock
1352
+ Pop
1353
+ Rock
1354
+ Hip Hop
1355
+ Rock
1356
+ Hip Hop
1357
+ Rock
1358
+ Rock
1359
+ Hip Hop
1360
+ Rock
1361
+ Rock
1362
+ Rock
1363
+ Pop
1364
+ Rock
1365
+ Rock
1366
+ Pop
1367
+ Rock
1368
+ Rock
1369
+ Pop
1370
+ Rock
1371
+ Rock
1372
+ Hip Hop
1373
+ Hip Hop
1374
+ Rock
1375
+ Hip Hop
1376
+ Rock
1377
+ Rock
1378
+ Hip Hop
1379
+ Hip Hop
1380
+ Rock
1381
+ Pop
1382
+ Pop
1383
+ Rock
1384
+ Rock
1385
+ Rock
1386
+ Rock
1387
+ Rock
1388
+ Hip Hop
1389
+ Rock
1390
+ Rock
1391
+ Rock
1392
+ Hip Hop
1393
+ Rock
1394
+ Hip Hop
1395
+ Rock
1396
+ Rock
1397
+ Pop
1398
+ Rock
1399
+ Rock
1400
+ Rock
1401
+ Pop
1402
+ Rock
1403
+ Hip Hop
1404
+ Hip Hop
1405
+ Rock
1406
+ Hip Hop
1407
+ Hip Hop
1408
+ Rock
1409
+ Pop
1410
+ Rock
1411
+ Pop
1412
+ Pop
1413
+ Rock
1414
+ Hip Hop
1415
+ Hip Hop
1416
+ Rock
1417
+ Rock
1418
+ Hip Hop
1419
+ Rock
1420
+ Rock
1421
+ Hip Hop
1422
+ Hip Hop
1423
+ Pop
1424
+ Rock
1425
+ Hip Hop
1426
+ Rock
1427
+ Pop
1428
+ Rock
1429
+ Hip Hop
1430
+ Pop
1431
+ Rock
1432
+ Rock
1433
+ Rock
1434
+ Pop
1435
+ Hip Hop
1436
+ Hip Hop
1437
+ Pop
1438
+ Rock
1439
+ Pop
1440
+ Rock
1441
+ Rock
1442
+ Rock
1443
+ Pop
1444
+ Rock
1445
+ Rock
1446
+ Rock
1447
+ Pop
1448
+ Pop
1449
+ Hip Hop
1450
+ Pop
1451
+ Hip Hop
1452
+ Hip Hop
1453
+ Rock
1454
+ Pop
1455
+ Pop
1456
+ Rock
1457
+ Hip Hop
1458
+ Pop
1459
+ Rock
1460
+ Hip Hop
1461
+ Hip Hop
1462
+ Pop
1463
+ Rock
1464
+ Hip Hop
1465
+ Pop
1466
+ Rock
1467
+ Pop
1468
+ Pop
1469
+ Hip Hop
1470
+ Rock
1471
+ Rock
1472
+ Rock
1473
+ Rock
1474
+ Hip Hop
1475
+ Pop
1476
+ Rock
1477
+ Pop
1478
+ Pop
1479
+ Rock
1480
+ Rock
1481
+ Pop
1482
+ Pop
1483
+ Rock
1484
+ Pop
1485
+ Rock
1486
+ Pop
1487
+ Rock
1488
+ Hip Hop
1489
+ Rock
1490
+ Hip Hop
1491
+ Rock
1492
+ Rock
1493
+ Rock
1494
+ Rock
1495
+ Rock
1496
+ Rock
1497
+ Pop
1498
+ Hip Hop
1499
+ Rock
1500
+ Rock
1501
+ Hip Hop
1502
+ Rock
1503
+ Rock
1504
+ Rock
1505
+ Rock
1506
+ Rock
1507
+ Pop
1508
+ Pop
1509
+ Rock
1510
+ Rock
1511
+ Hip Hop
1512
+ Rock
1513
+ Rock
1514
+ Rock
1515
+ Pop
1516
+ Rock
1517
+ Pop
1518
+ Rock
1519
+ Rock
1520
+ Hip Hop
1521
+ Pop
1522
+ Rock
1523
+ Pop
1524
+ Hip Hop
1525
+ Pop
1526
+ Rock
1527
+ Rock
1528
+ Rock
1529
+ Rock
1530
+ Hip Hop
1531
+ Pop
1532
+ Pop
1533
+ Rock
1534
+ Hip Hop
1535
+ Rock
1536
+ Rock
1537
+ Rock
1538
+ Pop
1539
+ Rock
1540
+ Rock
1541
+ Pop
1542
+ Rock
1543
+ Rock
1544
+ Hip Hop
1545
+ Rock
1546
+ Hip Hop
1547
+ Rock
1548
+ Rock
1549
+ Rock
1550
+ Rock
1551
+ Hip Hop
1552
+ Rock
1553
+ Pop
1554
+ Rock
1555
+ Rock
1556
+ Pop
1557
+ Pop
1558
+ Pop
1559
+ Rock
1560
+ Pop
1561
+ Rock
1562
+ Pop
1563
+ Rock
1564
+ Pop
1565
+ Hip Hop
1566
+ Pop
1567
+ Rock
1568
+ Hip Hop
1569
+ Rock
1570
+ Rock
1571
+ Pop
1572
+ Rock
1573
+ Rock
1574
+ Rock
1575
+ Rock
1576
+ Rock
1577
+ Pop
1578
+ Pop
1579
+ Pop
1580
+ Rock
1581
+ Pop
1582
+ Pop
1583
+ Pop
1584
+ Pop
1585
+ Rock
1586
+ Rock
1587
+ Rock
1588
+ Hip Hop
1589
+ Pop
1590
+ Pop
1591
+ Rock
1592
+ Hip Hop
1593
+ Rock
1594
+ Rock
1595
+ Rock
1596
+ Rock
1597
+ Rock
1598
+ Pop
1599
+ Pop
1600
+ Hip Hop
1601
+ Rock
1602
+ Rock
1603
+ Rock
1604
+ Rock
1605
+ Rock
1606
+ Rock
1607
+ Rock
1608
+ Rock
1609
+ Rock
1610
+ Rock
1611
+ Rock
1612
+ Hip Hop
1613
+ Pop
1614
+ Hip Hop
1615
+ Rock
1616
+ Rock
1617
+ Rock
1618
+ Pop
1619
+ Hip Hop
1620
+ Rock
1621
+ Rock
1622
+ Pop
1623
+ Rock
1624
+ Rock
1625
+ Pop
1626
+ Hip Hop
1627
+ Hip Hop
1628
+ Pop
1629
+ Rock
1630
+ Rock
1631
+ Pop
1632
+ Rock
1633
+ Rock
1634
+ Pop
1635
+ Rock
1636
+ Hip Hop
1637
+ Rock
1638
+ Rock
1639
+ Rock
1640
+ Rock
1641
+ Rock
1642
+ Hip Hop
1643
+ Rock
1644
+ Rock
1645
+ Hip Hop
1646
+ Hip Hop
1647
+ Rock
1648
+ Pop
1649
+ Rock
1650
+ Hip Hop
1651
+ Rock
1652
+ Rock
1653
+ Rock
1654
+ Pop
1655
+ Rock
1656
+ Pop
1657
+ Pop
1658
+ Rock
1659
+ Rock
1660
+ Hip Hop
1661
+ Hip Hop
1662
+ Rock
1663
+ Pop
1664
+ Rock
1665
+ Pop
1666
+ Pop
1667
+ Rock
1668
+ Rock
1669
+ Rock
1670
+ Hip Hop
1671
+ Hip Hop
1672
+ Hip Hop
1673
+ Rock
1674
+ Rock
1675
+ Pop
1676
+ Rock
1677
+ Rock
1678
+ Rock
1679
+ Pop
1680
+ Rock
1681
+ Rock
1682
+ Rock
1683
+ Hip Hop
1684
+ Rock
1685
+ Rock
1686
+ Hip Hop
1687
+ Rock
1688
+ Rock
1689
+ Rock
1690
+ Hip Hop
1691
+ Rock
1692
+ Rock
1693
+ Pop
1694
+ Pop
1695
+ Rock
1696
+ Rock
1697
+ Rock
1698
+ Pop
1699
+ Hip Hop
1700
+ Rock
1701
+ Rock
1702
+ Rock
1703
+ Rock
1704
+ Pop
1705
+ Rock
1706
+ Rock
1707
+ Rock
1708
+ Rock
1709
+ Pop
1710
+ Hip Hop
1711
+ Hip Hop
1712
+ Hip Hop
1713
+ Rock
1714
+ Rock
1715
+ Pop
1716
+ Pop
1717
+ Rock
1718
+ Rock
1719
+ Rock
1720
+ Pop
1721
+ Hip Hop
1722
+ Rock
1723
+ Rock
1724
+ Rock
1725
+ Rock
1726
+ Pop
1727
+ Hip Hop
1728
+ Pop
1729
+ Hip Hop
1730
+ Hip Hop
1731
+ Rock
1732
+ Rock
1733
+ Rock
1734
+ Rock
1735
+ Hip Hop
1736
+ Pop
1737
+ Hip Hop
1738
+ Hip Hop
1739
+ Pop
1740
+ Rock
1741
+ Rock
1742
+ Rock
1743
+ Rock
1744
+ Rock
1745
+ Rock
1746
+ Rock
1747
+ Hip Hop
1748
+ Hip Hop
1749
+ Rock
1750
+ Rock
1751
+ Pop
1752
+ Rock
1753
+ Hip Hop
1754
+ Rock
1755
+ Pop
1756
+ Hip Hop
1757
+ Rock
1758
+ Pop
1759
+ Hip Hop
1760
+ Pop
1761
+ Rock
1762
+ Rock
1763
+ Pop
1764
+ Hip Hop
1765
+ Rock
1766
+ Pop
1767
+ Pop
1768
+ Rock
1769
+ Rock
1770
+ Rock
1771
+ Pop
1772
+ Rock
1773
+ Pop
1774
+ Hip Hop
1775
+ Pop
1776
+ Hip Hop
1777
+ Hip Hop
1778
+ Rock
1779
+ Rock
1780
+ Rock
1781
+ Rock
1782
+ Rock
1783
+ Hip Hop
1784
+ Hip Hop
1785
+ Rock
1786
+ Rock
1787
+ Rock
1788
+ Pop
1789
+ Pop
1790
+ Rock
1791
+ Rock
1792
+ Hip Hop
1793
+ Hip Hop
1794
+ Rock
1795
+ Pop
1796
+ Rock
1797
+ Pop
1798
+ Hip Hop
1799
+ Rock
1800
+ Rock
1801
+ Rock
1802
+ Pop
1803
+ Hip Hop
1804
+ Rock
1805
+ Pop
1806
+ Rock
1807
+ Pop
1808
+ Pop
1809
+ Pop
1810
+ Hip Hop
1811
+ Rock
1812
+ Hip Hop
1813
+ Hip Hop
1814
+ Rock
1815
+ Pop
1816
+ Pop
1817
+ Rock
1818
+ Rock
1819
+ Pop
1820
+ Rock
1821
+ Rock
1822
+ Rock
1823
+ Rock
1824
+ Rock
1825
+ Rock
1826
+ Rock
1827
+ Rock
1828
+ Pop
1829
+ Hip Hop
1830
+ Rock
1831
+ Rock
1832
+ Rock
1833
+ Pop
1834
+ Rock
1835
+ Hip Hop
1836
+ Pop
1837
+ Rock
1838
+ Rock
1839
+ Hip Hop
1840
+ Hip Hop
1841
+ Rock
1842
+ Pop
1843
+ Rock
1844
+ Rock
1845
+ Rock
1846
+ Pop
1847
+ Hip Hop
1848
+ Pop
1849
+ Rock
1850
+ Rock
1851
+ Hip Hop
1852
+ Rock
1853
+ Rock
1854
+ Hip Hop
1855
+ Rock
1856
+ Rock
1857
+ Pop
1858
+ Rock
1859
+ Rock
1860
+ Rock
1861
+ Rock
1862
+ Pop
1863
+ Rock
1864
+ Pop
1865
+ Pop
1866
+ Pop
1867
+ Rock
1868
+ Pop
1869
+ Rock
1870
+ Rock
1871
+ Rock
1872
+ Hip Hop
1873
+ Rock
1874
+ Rock
1875
+ Hip Hop
1876
+ Rock
1877
+ Rock
1878
+ Pop
1879
+ Rock
1880
+ Rock
1881
+ Hip Hop
1882
+ Rock
1883
+ Rock
1884
+ Pop
1885
+ Pop
1886
+ Rock
1887
+ Rock
1888
+ Pop
1889
+ Rock
1890
+ Rock
1891
+ Rock
1892
+ Rock
1893
+ Rock
1894
+ Pop
1895
+ Pop
1896
+ Rock
1897
+ Rock
1898
+ Rock
1899
+ Pop
1900
+ Rock
1901
+ Pop
1902
+ Rock
1903
+ Rock
1904
+ Rock
1905
+ Pop
1906
+ Rock
1907
+ Pop
1908
+ Hip Hop
1909
+ Rock
1910
+ Rock
1911
+ Rock
1912
+ Rock
1913
+ Pop
1914
+ Rock
1915
+ Pop
1916
+ Rock
1917
+ Rock
1918
+ Rock
1919
+ Rock
1920
+ Pop
1921
+ Rock
1922
+ Pop
1923
+ Rock
1924
+ Rock
1925
+ Rock
1926
+ Rock
1927
+ Rock
1928
+ Pop
1929
+ Rock
1930
+ Pop
1931
+ Rock
1932
+ Rock
1933
+ Rock
1934
+ Hip Hop
1935
+ Pop
1936
+ Rock
1937
+ Rock
1938
+ Pop
1939
+ Rock
1940
+ Rock
1941
+ Rock
1942
+ Rock
1943
+ Rock
1944
+ Rock
1945
+ Hip Hop
1946
+ Rock
1947
+ Hip Hop
1948
+ Pop
1949
+ Rock
1950
+ Rock
1951
+ Rock
1952
+ Rock
1953
+ Pop
1954
+ Rock
1955
+ Hip Hop
1956
+ Rock
1957
+ Rock
1958
+ Hip Hop
1959
+ Rock
1960
+ Rock
1961
+ Hip Hop
1962
+ Pop
1963
+ Pop
1964
+ Hip Hop
1965
+ Pop
1966
+ Rock
1967
+ Pop
1968
+ Rock
1969
+ Pop
1970
+ Rock
1971
+ Rock
1972
+ Rock
1973
+ Rock
1974
+ Rock
1975
+ Pop
1976
+ Rock
1977
+ Pop
1978
+ Pop
1979
+ Rock
1980
+ Rock
1981
+ Rock
1982
+ Rock
1983
+ Rock
1984
+ Rock
1985
+ Rock
1986
+ Pop
1987
+ Pop
1988
+ Hip Hop
1989
+ Rock
1990
+ Rock
1991
+ Rock
1992
+ Pop
1993
+ Rock
1994
+ Rock
1995
+ Pop
1996
+ Rock
1997
+ Rock
1998
+ Rock
1999
+ Rock
2000
+ Pop
2001
+ Rock
2002
+ Rock
2003
+ Pop
2004
+ Pop
2005
+ Pop
2006
+ Pop
2007
+ Rock
2008
+ Pop
2009
+ Rock
2010
+ Pop
2011
+ Rock
2012
+ Pop
2013
+ Pop
2014
+ Rock
2015
+ Rock
2016
+ Hip Hop
2017
+ Hip Hop
2018
+ Hip Hop
2019
+ Pop
2020
+ Rock
2021
+ Rock
2022
+ Rock
2023
+ Rock
2024
+ Rock
2025
+ Rock
2026
+ Hip Hop
2027
+ Rock
2028
+ Hip Hop
2029
+ Rock
2030
+ Hip Hop
2031
+ Pop
2032
+ Rock
2033
+ Hip Hop
2034
+ Hip Hop
2035
+ Rock
2036
+ Rock
2037
+ Rock
2038
+ Rock
2039
+ Rock
2040
+ Hip Hop
2041
+ Rock
2042
+ Pop
2043
+ Pop
2044
+ Rock
2045
+ Rock
2046
+ Rock
2047
+ Hip Hop
2048
+ Pop
2049
+ Hip Hop
2050
+ Pop
2051
+ Pop
2052
+ Hip Hop
2053
+ Rock
2054
+ Pop
2055
+ Hip Hop
2056
+ Rock
2057
+ Rock
2058
+ Rock
2059
+ Rock
2060
+ Pop
2061
+ Hip Hop
2062
+ Rock
2063
+ Rock
2064
+ Pop
2065
+ Rock
2066
+ Rock
2067
+ Rock
2068
+ Rock
2069
+ Rock
2070
+ Rock
2071
+ Rock
2072
+ Rock
2073
+ Rock
2074
+ Rock
2075
+ Pop
2076
+ Pop
2077
+ Rock
2078
+ Rock
2079
+ Pop
2080
+ Rock
2081
+ Pop
2082
+ Rock
2083
+ Rock
2084
+ Rock
2085
+ Pop
2086
+ Hip Hop
2087
+ Rock
2088
+ Rock
2089
+ Rock
2090
+ Pop
2091
+ Rock
2092
+ Pop
2093
+ Hip Hop
2094
+ Rock
2095
+ Pop
2096
+ Hip Hop
2097
+ Hip Hop
2098
+ Hip Hop
2099
+ Hip Hop
2100
+ Hip Hop
2101
+ Rock
2102
+ Rock
2103
+ Rock
2104
+ Rock
2105
+ Rock
2106
+ Pop
2107
+ Pop
2108
+ Rock
2109
+ Rock
2110
+ Hip Hop
2111
+ Rock
2112
+ Rock
2113
+ Pop
2114
+ Rock
2115
+ Rock
2116
+ Rock
2117
+ Rock
2118
+ Rock
2119
+ Hip Hop
2120
+ Rock
2121
+ Rock
2122
+ Rock
2123
+ Pop
2124
+ Rock
2125
+ Rock
2126
+ Rock
2127
+ Pop
2128
+ Rock
2129
+ Hip Hop
2130
+ Rock
2131
+ Hip Hop
2132
+ Pop
2133
+ Rock
2134
+ Rock
2135
+ Rock
2136
+ Rock
2137
+ Hip Hop
2138
+ Hip Hop
2139
+ Pop
2140
+ Pop
2141
+ Hip Hop
2142
+ Rock
2143
+ Rock
2144
+ Rock
2145
+ Hip Hop
2146
+ Rock
2147
+ Rock
2148
+ Rock
2149
+ Hip Hop
2150
+ Rock
2151
+ Rock
2152
+ Rock
2153
+ Pop
2154
+ Rock
2155
+ Rock
2156
+ Rock
2157
+ Rock
2158
+ Rock
2159
+ Pop
2160
+ Pop
2161
+ Rock
2162
+ Rock
2163
+ Pop
2164
+ Rock
2165
+ Rock
2166
+ Hip Hop
2167
+ Rock
2168
+ Rock
2169
+ Rock
2170
+ Pop
2171
+ Pop
2172
+ Pop
2173
+ Hip Hop
2174
+ Pop
2175
+ Rock
2176
+ Rock
2177
+ Hip Hop
2178
+ Rock
2179
+ Hip Hop
2180
+ Rock
2181
+ Rock
2182
+ Hip Hop
2183
+ Rock
2184
+ Hip Hop
2185
+ Rock
2186
+ Rock
2187
+ Pop
2188
+ Hip Hop
2189
+ Rock
2190
+ Rock
2191
+ Pop
2192
+ Rock
2193
+ Pop
2194
+ Rock
2195
+ Hip Hop
2196
+ Rock
2197
+ Hip Hop
2198
+ Pop
2199
+ Pop
2200
+ Rock
2201
+ Rock
2202
+ Pop
2203
+ Rock
2204
+ Rock
2205
+ Pop
2206
+ Pop
2207
+ Pop
2208
+ Hip Hop
2209
+ Rock
2210
+ Rock
2211
+ Rock
2212
+ Pop
2213
+ Hip Hop
2214
+ Hip Hop
2215
+ Rock
2216
+ Hip Hop
2217
+ Rock
2218
+ Rock
2219
+ Rock
2220
+ Hip Hop
2221
+ Rock
2222
+ Hip Hop
2223
+ Rock
2224
+ Rock
2225
+ Rock
2226
+ Rock
2227
+ Rock
2228
+ Hip Hop
2229
+ Rock
2230
+ Pop
2231
+ Pop
2232
+ Rock
2233
+ Rock
2234
+ Pop
2235
+ Rock
2236
+ Rock
2237
+ Rock
2238
+ Pop
2239
+ Rock
2240
+ Rock
2241
+ Rock
2242
+ Rock
2243
+ Rock
2244
+ Pop
2245
+ Rock
2246
+ Pop
2247
+ Rock
2248
+ Rock
2249
+ Rock
2250
+ Rock
2251
+ Rock
2252
+ Hip Hop
2253
+ Pop
2254
+ Hip Hop
2255
+ Pop
2256
+ Rock
2257
+ Pop
2258
+ Pop
2259
+ Hip Hop
2260
+ Pop
2261
+ Rock
2262
+ Rock
2263
+ Pop
2264
+ Pop
2265
+ Pop
2266
+ Pop
2267
+ Pop
2268
+ Pop
2269
+ Rock
2270
+ Rock
2271
+ Pop
2272
+ Pop
2273
+ Pop
2274
+ Rock
2275
+ Pop
2276
+ Rock
2277
+ Rock
2278
+ Hip Hop
2279
+ Rock
2280
+ Pop
2281
+ Rock
2282
+ Rock
2283
+ Hip Hop
2284
+ Rock
2285
+ Rock
2286
+ Rock
2287
+ Rock
2288
+ Pop
2289
+ Rock
2290
+ Hip Hop
2291
+ Rock
2292
+ Pop
2293
+ Rock
2294
+ Rock
2295
+ Rock
2296
+ Rock
2297
+ Pop
2298
+ Hip Hop
2299
+ Rock
2300
+ Hip Hop
2301
+ Hip Hop
2302
+ Pop
2303
+ Rock
2304
+ Pop
2305
+ Rock
2306
+ Rock
2307
+ Rock
2308
+ Hip Hop
2309
+ Pop
2310
+ Rock
2311
+ Pop
2312
+ Hip Hop
2313
+ Rock
2314
+ Pop
2315
+ Rock
2316
+ Rock
2317
+ Hip Hop
2318
+ Rock
2319
+ Rock
2320
+ Rock
2321
+ Hip Hop
2322
+ Hip Hop
2323
+ Hip Hop
2324
+ Rock
2325
+ Rock
2326
+ Rock
2327
+ Pop
2328
+ Rock
2329
+ Rock
2330
+ Rock
2331
+ Rock
2332
+ Pop
2333
+ Rock
2334
+ Rock
2335
+ Rock
2336
+ Pop
2337
+ Rock
2338
+ Pop
2339
+ Rock
2340
+ Rock
2341
+ Rock
2342
+ Pop
2343
+ Pop
2344
+ Rock
2345
+ Hip Hop
2346
+ Pop
2347
+ Pop
2348
+ Hip Hop
2349
+ Pop
2350
+ Hip Hop
2351
+ Rock
2352
+ Pop
2353
+ Rock
2354
+ Hip Hop
2355
+ Pop
2356
+ Rock
2357
+ Rock
2358
+ Rock
2359
+ Rock
2360
+ Rock
2361
+ Pop
2362
+ Rock
2363
+ Rock
2364
+ Rock
2365
+ Rock
2366
+ Hip Hop
2367
+ Rock
2368
+ Hip Hop
2369
+ Rock
2370
+ Hip Hop
2371
+ Hip Hop
2372
+ Rock
2373
+ Pop
2374
+ Rock
2375
+ Rock
2376
+ Rock
2377
+ Rock
2378
+ Rock
2379
+ Rock
2380
+ Pop
2381
+ Rock
2382
+ Pop
2383
+ Pop
2384
+ Rock
2385
+ Hip Hop
2386
+ Rock
2387
+ Pop
2388
+ Rock
2389
+ Rock
2390
+ Pop
2391
+ Pop
2392
+ Hip Hop
2393
+ Rock
2394
+ Rock
2395
+ Rock
2396
+ Rock
2397
+ Pop
2398
+ Rock
2399
+ Rock
2400
+ Pop
2401
+ Pop
2402
+ Rock
2403
+ Rock
2404
+ Rock
2405
+ Pop
2406
+ Rock
2407
+ Rock
2408
+ Pop
2409
+ Pop
2410
+ Rock
2411
+ Rock
2412
+ Rock
2413
+ Rock
2414
+ Rock
2415
+ Rock
2416
+ Pop
2417
+ Rock
2418
+ Rock
2419
+ Pop
2420
+ Rock
2421
+ Hip Hop
2422
+ Rock
2423
+ Rock
2424
+ Rock
2425
+ Rock
2426
+ Pop
2427
+ Pop
2428
+ Hip Hop
2429
+ Hip Hop
2430
+ Rock
2431
+ Pop
2432
+ Hip Hop
2433
+ Rock
2434
+ Pop
2435
+ Rock
2436
+ Rock
2437
+ Pop
2438
+ Rock
2439
+ Pop
2440
+ Rock
2441
+ Rock
2442
+ Pop
2443
+ Rock
2444
+ Pop
2445
+ Hip Hop
2446
+ Rock
2447
+ Rock
2448
+ Rock
2449
+ Pop
2450
+ Pop
2451
+ Rock
2452
+ Hip Hop
2453
+ Rock
2454
+ Hip Hop
2455
+ Pop
2456
+ Hip Hop
2457
+ Rock
2458
+ Rock
2459
+ Rock
2460
+ Rock
2461
+ Rock
2462
+ Rock
2463
+ Pop
2464
+ Rock
2465
+ Rock
2466
+ Pop
2467
+ Pop
2468
+ Hip Hop
2469
+ Pop
2470
+ Pop
2471
+ Rock
2472
+ Rock
2473
+ Hip Hop
2474
+ Rock
2475
+ Rock
2476
+ Hip Hop
2477
+ Hip Hop
2478
+ Rock
2479
+ Rock
2480
+ Rock
2481
+ Rock
2482
+ Rock
2483
+ Rock
2484
+ Rock
2485
+ Hip Hop
2486
+ Pop
2487
+ Hip Hop
2488
+ Rock
2489
+ Rock
2490
+ Hip Hop
2491
+ Rock
2492
+ Pop
2493
+ Rock
2494
+ Rock
2495
+ Hip Hop
2496
+ Rock
2497
+ Rock
2498
+ Rock
2499
+ Rock
2500
+ Rock
2501
+ Pop
2502
+ Rock
2503
+ Pop
2504
+ Rock
2505
+ Hip Hop
2506
+ Rock
2507
+ Rock
2508
+ Rock
2509
+ Rock
2510
+ Pop
2511
+ Pop
2512
+ Rock
2513
+ Pop
2514
+ Hip Hop
2515
+ Pop
2516
+ Rock
2517
+ Pop
2518
+ Rock
2519
+ Rock
2520
+ Rock
2521
+ Pop
2522
+ Rock
2523
+ Rock
2524
+ Hip Hop
2525
+ Pop
2526
+ Pop
2527
+ Rock
2528
+ Rock
2529
+ Rock
2530
+ Rock
2531
+ Rock
2532
+ Rock
2533
+ Rock
2534
+ Pop
2535
+ Rock
2536
+ Pop
2537
+ Rock
2538
+ Rock
2539
+ Rock
2540
+ Hip Hop
2541
+ Rock
2542
+ Hip Hop
2543
+ Hip Hop
2544
+ Rock
2545
+ Hip Hop
2546
+ Rock
2547
+ Rock
2548
+ Rock
2549
+ Hip Hop
2550
+ Rock
2551
+ Rock
2552
+ Rock
2553
+ Hip Hop
2554
+ Hip Hop
2555
+ Rock
2556
+ Rock
2557
+ Rock
2558
+ Rock
2559
+ Rock
2560
+ Pop
2561
+ Rock
2562
+ Hip Hop
2563
+ Rock
2564
+ Pop
2565
+ Hip Hop
2566
+ Rock
2567
+ Rock
2568
+ Rock
2569
+ Rock
2570
+ Pop
2571
+ Pop
2572
+ Rock
2573
+ Rock
2574
+ Pop
2575
+ Pop
2576
+ Rock
2577
+ Rock
2578
+ Rock
2579
+ Rock
2580
+ Rock
2581
+ Rock
2582
+ Hip Hop
2583
+ Pop
2584
+ Rock
2585
+ Rock
2586
+ Rock
2587
+ Hip Hop
2588
+ Hip Hop
2589
+ Pop
2590
+ Hip Hop
2591
+ Rock
2592
+ Rock
2593
+ Pop
2594
+ Hip Hop
2595
+ Pop
2596
+ Pop
2597
+ Hip Hop
2598
+ Rock
2599
+ Rock
2600
+ Pop
2601
+ Hip Hop
2602
+ Rock
2603
+ Rock
2604
+ Pop
2605
+ Pop
2606
+ Pop
2607
+ Rock
2608
+ Rock
2609
+ Rock
2610
+ Rock
2611
+ Rock
2612
+ Rock
2613
+ Rock
2614
+ Pop
2615
+ Rock
2616
+ Pop
2617
+ Rock
2618
+ Pop
2619
+ Pop
2620
+ Hip Hop
2621
+ Rock
2622
+ Rock
2623
+ Pop
2624
+ Pop
2625
+ Rock
2626
+ Rock
2627
+ Rock
2628
+ Rock
2629
+ Hip Hop
2630
+ Pop
2631
+ Rock
2632
+ Rock
2633
+ Hip Hop
2634
+ Hip Hop
2635
+ Rock
2636
+ Rock
2637
+ Rock
2638
+ Rock
2639
+ Rock
2640
+ Rock
2641
+ Rock
2642
+ Hip Hop
2643
+ Rock
2644
+ Rock
2645
+ Rock
2646
+ Pop
2647
+ Rock
2648
+ Pop
2649
+ Rock
2650
+ Rock
2651
+ Pop
2652
+ Pop
2653
+ Rock
2654
+ Rock
2655
+ Pop
2656
+ Pop
2657
+ Rock
2658
+ Rock
2659
+ Rock
2660
+ Rock
2661
+ Rock
2662
+ Hip Hop
2663
+ Pop
2664
+ Rock
2665
+ Pop
2666
+ Rock
2667
+ Rock
2668
+ Rock
2669
+ Rock
2670
+ Rock
2671
+ Rock
2672
+ Rock
2673
+ Rock
2674
+ Rock
2675
+ Hip Hop
2676
+ Pop
2677
+ Hip Hop
2678
+ Pop
2679
+ Rock
2680
+ Rock
2681
+ Pop
2682
+ Rock
2683
+ Pop
2684
+ Rock
2685
+ Rock
2686
+ Rock
2687
+ Rock
2688
+ Rock
2689
+ Hip Hop
2690
+ Rock
2691
+ Rock
2692
+ Rock
2693
+ Rock
2694
+ Rock
2695
+ Rock
2696
+ Rock
2697
+ Rock
2698
+ Rock
2699
+ Pop
2700
+ Rock
2701
+ Rock
2702
+ Pop
2703
+ Rock
2704
+ Pop
2705
+ Rock
2706
+ Pop
2707
+ Hip Hop
2708
+ Pop
2709
+ Pop
2710
+ Rock
2711
+ Hip Hop
2712
+ Rock
2713
+ Rock
2714
+ Pop
2715
+ Hip Hop
2716
+ Rock
2717
+ Rock
2718
+ Pop
2719
+ Pop
2720
+ Hip Hop
2721
+ Hip Hop
2722
+ Rock
2723
+ Pop
2724
+ Hip Hop
2725
+ Pop
2726
+ Pop
2727
+ Rock
2728
+ Rock
2729
+ Rock
2730
+ Rock
2731
+ Pop
2732
+ Pop
2733
+ Rock
2734
+ Rock
2735
+ Rock
2736
+ Rock
2737
+ Pop
2738
+ Hip Hop
2739
+ Hip Hop
2740
+ Rock
2741
+ Pop
2742
+ Rock
2743
+ Rock
2744
+ Rock
2745
+ Rock
2746
+ Pop
2747
+ Pop
2748
+ Rock
2749
+ Pop
2750
+ Pop
2751
+ Rock
2752
+ Rock
2753
+ Hip Hop
2754
+ Pop
2755
+ Rock
2756
+ Rock
2757
+ Rock
2758
+ Pop
2759
+ Hip Hop
2760
+ Rock
2761
+ Hip Hop
2762
+ Hip Hop
2763
+ Rock
2764
+ Pop
2765
+ Hip Hop
2766
+ Rock
2767
+ Pop
2768
+ Rock
2769
+ Pop
2770
+ Rock
2771
+ Rock
2772
+ Pop
2773
+ Pop
2774
+ Rock
2775
+ Pop
2776
+ Rock
2777
+ Hip Hop
2778
+ Pop
2779
+ Rock
2780
+ Rock
2781
+ Rock
2782
+ Pop
2783
+ Rock
2784
+ Hip Hop
2785
+ Rock
2786
+ Rock
2787
+ Pop
2788
+ Rock
2789
+ Rock
2790
+ Rock
2791
+ Pop
2792
+ Rock
2793
+ Pop
2794
+ Rock
2795
+ Pop
2796
+ Rock
2797
+ Pop
2798
+ Rock
2799
+ Rock
2800
+ Pop
2801
+ Pop
2802
+ Pop
2803
+ Rock
2804
+ Rock
2805
+ Hip Hop
2806
+ Pop
2807
+ Rock
2808
+ Rock
2809
+ Rock
2810
+ Rock
2811
+ Hip Hop
2812
+ Rock
2813
+ Rock
2814
+ Rock
2815
+ Pop
2816
+ Rock
2817
+ Rock
2818
+ Rock
2819
+ Pop
2820
+ Hip Hop
2821
+ Rock
2822
+ Rock
2823
+ Pop
2824
+ Rock
2825
+ Rock
2826
+ Rock
2827
+ Hip Hop
2828
+ Rock
2829
+ Pop
2830
+ Pop
2831
+ Pop
2832
+ Hip Hop
2833
+ Rock
2834
+ Pop
2835
+ Rock
2836
+ Rock
2837
+ Pop
2838
+ Pop
2839
+ Pop
2840
+ Hip Hop
2841
+ Rock
2842
+ Pop
2843
+ Pop
2844
+ Pop
2845
+ Pop
2846
+ Hip Hop
2847
+ Rock
2848
+ Pop
2849
+ Rock
2850
+ Rock
2851
+ Pop
2852
+ Rock
2853
+ Rock
2854
+ Pop
2855
+ Pop
2856
+ Pop
2857
+ Rock
2858
+ Rock
2859
+ Rock
2860
+ Hip Hop
2861
+ Pop
2862
+ Pop
2863
+ Rock
2864
+ Pop
2865
+ Rock
2866
+ Rock
2867
+ Pop
2868
+ Rock
2869
+ Hip Hop
2870
+ Pop
2871
+ Rock
2872
+ Pop
2873
+ Pop
2874
+ Pop
2875
+ Rock
2876
+ Rock
2877
+ Hip Hop
2878
+ Pop
2879
+ Rock
2880
+ Hip Hop
2881
+ Pop
2882
+ Pop
2883
+ Rock
2884
+ Rock
2885
+ Hip Hop
2886
+ Rock
2887
+ Rock
2888
+ Rock
2889
+ Pop
2890
+ Rock
2891
+ Rock
2892
+ Pop
2893
+ Hip Hop
2894
+ Rock
2895
+ Rock
2896
+ Rock
2897
+ Pop
2898
+ Hip Hop
2899
+ Rock
2900
+ Hip Hop
2901
+ Pop
2902
+ Hip Hop
2903
+ Rock
2904
+ Pop
2905
+ Rock
2906
+ Rock
2907
+ Pop
2908
+ Rock
2909
+ Hip Hop
2910
+ Rock
2911
+ Hip Hop
2912
+ Rock
2913
+ Pop
2914
+ Rock
2915
+ Rock
2916
+ Pop
2917
+ Hip Hop
2918
+ Hip Hop
2919
+ Hip Hop
2920
+ Hip Hop
2921
+ Rock
2922
+ Rock
2923
+ Rock
2924
+ Rock
2925
+ Rock
2926
+ Rock
2927
+ Pop
2928
+ Rock
2929
+ Rock
2930
+ Rock
2931
+ Pop
2932
+ Pop
2933
+ Pop
2934
+ Rock
2935
+ Pop
2936
+ Pop
2937
+ Rock
2938
+ Rock
2939
+ Hip Hop
2940
+ Rock
2941
+ Rock
2942
+ Rock
2943
+ Rock
2944
+ Rock
2945
+ Pop
2946
+ Rock
2947
+ Hip Hop
2948
+ Pop
2949
+ Rock
2950
+ Pop
2951
+ Rock
2952
+ Rock
2953
+ Rock
2954
+ Rock
2955
+ Hip Hop
2956
+ Pop
2957
+ Pop
2958
+ Rock
2959
+ Rock
2960
+ Hip Hop
2961
+ Rock
2962
+ Pop
2963
+ Rock
2964
+ Hip Hop
2965
+ Pop
2966
+ Pop
2967
+ Rock
2968
+ Hip Hop
2969
+ Pop
2970
+ Hip Hop
2971
+ Pop
2972
+ Pop
2973
+ Rock
2974
+ Rock
2975
+ Rock
2976
+ Hip Hop
2977
+ Hip Hop
2978
+ Pop
2979
+ Rock
2980
+ Pop
2981
+ Rock
2982
+ Hip Hop
2983
+ Rock
2984
+ Rock
2985
+ Pop
2986
+ Rock
2987
+ Pop
2988
+ Rock
2989
+ Pop
2990
+ Rock
2991
+ Rock
2992
+ Rock
2993
+ Pop
2994
+ Rock
2995
+ Rock
2996
+ Rock
2997
+ Rock
2998
+ Rock
2999
+ Pop
3000
+ Rock
3001
+ Rock
3002
+ Hip Hop
3003
+ Rock
3004
+ Hip Hop
3005
+ Rock
3006
+ Pop
3007
+ Pop
3008
+ Hip Hop
3009
+ Pop
3010
+ Hip Hop
3011
+ Hip Hop
3012
+ Rock
3013
+ Hip Hop
3014
+ Hip Hop
3015
+ Rock
3016
+ Hip Hop
3017
+ Hip Hop
3018
+ Pop
3019
+ Rock
3020
+ Rock
3021
+ Pop
3022
+ Rock
3023
+ Pop
3024
+ Pop
3025
+ Pop
3026
+ Pop
3027
+ Rock
3028
+ Pop
3029
+ Pop
3030
+ Pop
3031
+ Pop
3032
+ Hip Hop
3033
+ Rock
3034
+ Rock
3035
+ Rock
3036
+ Rock
3037
+ Rock
3038
+ Rock
3039
+ Rock
3040
+ Rock
3041
+ Rock
3042
+ Rock
3043
+ Rock
3044
+ Rock
3045
+ Rock
3046
+ Rock
3047
+ Pop
3048
+ Rock
3049
+ Pop
3050
+ Pop
3051
+ Rock
3052
+ Rock
3053
+ Pop
3054
+ Pop
3055
+ Hip Hop
3056
+ Hip Hop
3057
+ Hip Hop
3058
+ Rock
3059
+ Hip Hop
3060
+ Pop
3061
+ Rock
3062
+ Rock
3063
+ Rock
3064
+ Hip Hop
3065
+ Rock
3066
+ Rock
3067
+ Hip Hop
3068
+ Rock
3069
+ Rock
3070
+ Pop
3071
+ Pop
3072
+ Rock
3073
+ Rock
3074
+ Rock
3075
+ Hip Hop
3076
+ Rock
3077
+ Rock
3078
+ Rock
3079
+ Hip Hop
3080
+ Rock
3081
+ Hip Hop
3082
+ Hip Hop
3083
+ Hip Hop
3084
+ Rock
3085
+ Rock
3086
+ Rock
3087
+ Rock
3088
+ Rock
3089
+ Rock
3090
+ Pop
3091
+ Pop
3092
+ Pop
3093
+ Rock
3094
+ Rock
3095
+ Rock
3096
+ Rock
3097
+ Hip Hop
3098
+ Rock
3099
+ Rock
3100
+ Pop
3101
+ Rock
3102
+ Hip Hop
3103
+ Hip Hop
3104
+ Hip Hop
3105
+ Rock
3106
+ Rock
3107
+ Rock
3108
+ Rock
3109
+ Rock
3110
+ Rock
3111
+ Hip Hop
3112
+ Rock
3113
+ Rock
3114
+ Rock
3115
+ Hip Hop
3116
+ Hip Hop
3117
+ Rock
3118
+ Hip Hop
3119
+ Hip Hop
3120
+ Pop
3121
+ Rock
3122
+ Hip Hop
3123
+ Hip Hop
3124
+ Rock
3125
+ Hip Hop
3126
+ Hip Hop
3127
+ Rock
3128
+ Rock
3129
+ Pop
3130
+ Pop
3131
+ Rock
3132
+ Pop
3133
+ Rock
3134
+ Hip Hop
3135
+ Pop
3136
+ Hip Hop
3137
+ Pop
3138
+ Rock
3139
+ Pop
3140
+ Rock
3141
+ Rock
3142
+ Rock
3143
+ Rock
3144
+ Pop
3145
+ Rock
3146
+ Hip Hop
3147
+ Rock
3148
+ Pop
3149
+ Rock
3150
+ Rock
3151
+ Rock
3152
+ Rock
3153
+ Hip Hop
3154
+ Rock
3155
+ Rock
3156
+ Hip Hop
3157
+ Rock
3158
+ Pop
3159
+ Rock
3160
+ Hip Hop
3161
+ Rock
3162
+ Rock
3163
+ Rock
3164
+ Pop
3165
+ Rock
3166
+ Pop
3167
+ Hip Hop
3168
+ Pop
3169
+ Pop
3170
+ Rock
3171
+ Hip Hop
3172
+ Rock
3173
+ Pop
3174
+ Pop
3175
+ Rock
3176
+ Rock
3177
+ Rock
3178
+ Pop
3179
+ Rock
3180
+ Rock
3181
+ Hip Hop
3182
+ Pop
3183
+ Rock
3184
+ Rock
3185
+ Rock
3186
+ Pop
3187
+ Rock
3188
+ Rock
3189
+ Hip Hop
3190
+ Rock
3191
+ Pop
3192
+ Rock
3193
+ Rock
3194
+ Rock
3195
+ Rock
3196
+ Pop
3197
+ Hip Hop
3198
+ Rock
3199
+ Pop
3200
+ Rock
3201
+ Pop
3202
+ Pop
3203
+ Pop
3204
+ Rock
3205
+ Rock
3206
+ Rock
3207
+ Rock
3208
+ Rock
3209
+ Rock
3210
+ Rock
3211
+ Rock
3212
+ Pop
3213
+ Rock
3214
+ Hip Hop
3215
+ Rock
3216
+ Rock
3217
+ Pop
3218
+ Pop
3219
+ Rock
3220
+ Rock
3221
+ Rock
3222
+ Rock
3223
+ Hip Hop
3224
+ Pop
3225
+ Rock
3226
+ Rock
3227
+ Rock
3228
+ Pop
3229
+ Pop
3230
+ Pop
3231
+ Pop
3232
+ Rock
3233
+ Pop
3234
+ Rock
3235
+ Rock
3236
+ Pop
3237
+ Rock
3238
+ Rock
3239
+ Rock
3240
+ Rock
3241
+ Rock
3242
+ Rock
3243
+ Rock
3244
+ Hip Hop
3245
+ Pop
3246
+ Rock
3247
+ Pop
3248
+ Rock
3249
+ Rock
3250
+ Rock
3251
+ Rock
3252
+ Rock
3253
+ Pop
3254
+ Rock
3255
+ Rock
3256
+ Pop
3257
+ Rock
3258
+ Rock
3259
+ Pop
3260
+ Rock
3261
+ Hip Hop
3262
+ Rock
3263
+ Hip Hop
3264
+ Rock
3265
+ Hip Hop
3266
+ Rock
3267
+ Pop
3268
+ Rock
3269
+ Pop
3270
+ Pop
3271
+ Hip Hop
3272
+ Pop
3273
+ Pop
3274
+ Rock
3275
+ Rock
3276
+ Rock
3277
+ Pop
3278
+ Rock
3279
+ Rock
3280
+ Hip Hop
3281
+ Pop
3282
+ Rock
3283
+ Hip Hop
3284
+ Hip Hop
3285
+ Pop
3286
+ Rock
3287
+ Pop
3288
+ Rock
3289
+ Rock
3290
+ Pop
3291
+ Rock
3292
+ Rock
3293
+ Rock
3294
+ Pop
3295
+ Rock
3296
+ Rock
3297
+ Hip Hop
3298
+ Rock
3299
+ Hip Hop
3300
+ Pop
3301
+ Rock
3302
+ Rock
3303
+ Rock
3304
+ Rock
3305
+ Rock
3306
+ Rock
3307
+ Pop
3308
+ Pop
3309
+ Hip Hop
3310
+ Rock
3311
+ Pop
3312
+ Rock
3313
+ Pop
3314
+ Rock
3315
+ Rock
3316
+ Pop
3317
+ Rock
3318
+ Hip Hop
3319
+ Rock
3320
+ Rock
3321
+ Rock
3322
+ Pop
3323
+ Rock
3324
+ Pop
3325
+ Pop
3326
+ Rock
3327
+ Rock
3328
+ Rock
3329
+ Rock
3330
+ Rock
3331
+ Pop
3332
+ Hip Hop
3333
+ Hip Hop
3334
+ Rock
3335
+ Rock
3336
+ Pop
3337
+ Rock
3338
+ Rock
3339
+ Hip Hop
3340
+ Rock
3341
+ Hip Hop
3342
+ Rock
3343
+ Rock
3344
+ Rock
3345
+ Rock
3346
+ Rock
3347
+ Pop
3348
+ Rock
3349
+ Rock
3350
+ Rock
3351
+ Rock
3352
+ Pop
3353
+ Rock
3354
+ Rock
3355
+ Rock
3356
+ Hip Hop
3357
+ Hip Hop
3358
+ Rock
3359
+ Pop
3360
+ Rock
3361
+ Hip Hop
3362
+ Rock
3363
+ Rock
3364
+ Rock
3365
+ Hip Hop
3366
+ Pop
3367
+ Hip Hop
3368
+ Rock
3369
+ Rock
3370
+ Rock
3371
+ Rock
3372
+ Rock
3373
+ Rock
3374
+ Rock
3375
+ Rock
3376
+ Rock
3377
+ Rock
3378
+ Rock
3379
+ Rock
3380
+ Rock
3381
+ Pop
3382
+ Hip Hop
3383
+ Rock
3384
+ Pop
3385
+ Rock
3386
+ Hip Hop
3387
+ Pop
3388
+ Rock
3389
+ Pop
3390
+ Rock
3391
+ Rock
3392
+ Rock
3393
+ Rock
3394
+ Rock
3395
+ Rock
3396
+ Rock
3397
+ Rock
3398
+ Rock
3399
+ Rock
3400
+ Hip Hop
3401
+ Rock
3402
+ Rock
3403
+ Rock
3404
+ Hip Hop
3405
+ Rock
3406
+ Pop
3407
+ Rock
3408
+ Pop
3409
+ Pop
3410
+ Rock
3411
+ Rock
3412
+ Pop
3413
+ Rock
3414
+ Rock
3415
+ Pop
3416
+ Rock
3417
+ Pop
3418
+ Pop
3419
+ Rock
3420
+ Rock
3421
+ Hip Hop
3422
+ Rock
3423
+ Rock
3424
+ Rock
3425
+ Rock
3426
+ Rock
3427
+ Rock
3428
+ Rock
3429
+ Rock
3430
+ Pop
3431
+ Rock
3432
+ Rock
3433
+ Rock
3434
+ Rock
3435
+ Pop
3436
+ Rock
3437
+ Rock
3438
+ Pop
3439
+ Hip Hop
3440
+ Rock
3441
+ Rock
3442
+ Pop
3443
+ Rock
3444
+ Pop
3445
+ Rock
3446
+ Rock
3447
+ Hip Hop
3448
+ Pop
3449
+ Pop
3450
+ Hip Hop
3451
+ Rock
3452
+ Pop
3453
+ Rock
3454
+ Hip Hop
3455
+ Rock
3456
+ Rock
3457
+ Pop
3458
+ Pop
3459
+ Rock
3460
+ Pop
3461
+ Rock
3462
+ Hip Hop
3463
+ Pop
3464
+ Pop
3465
+ Rock
3466
+ Rock
3467
+ Rock
3468
+ Pop
3469
+ Rock
3470
+ Rock
3471
+ Rock
3472
+ Pop
3473
+ Rock
3474
+ Rock
3475
+ Rock
3476
+ Hip Hop
3477
+ Pop
3478
+ Rock
3479
+ Hip Hop
3480
+ Rock
3481
+ Rock
3482
+ Rock
3483
+ Rock
3484
+ Hip Hop
3485
+ Pop
3486
+ Pop
3487
+ Pop
3488
+ Hip Hop
3489
+ Pop
3490
+ Pop
3491
+ Rock
3492
+ Rock
3493
+ Hip Hop
3494
+ Pop
3495
+ Pop
3496
+ Rock
3497
+ Rock
3498
+ Rock
3499
+ Pop
3500
+ Rock
3501
+ Pop
3502
+ Rock
3503
+ Rock
3504
+ Pop
3505
+ Rock
3506
+ Rock
3507
+ Pop
3508
+ Hip Hop
3509
+ Rock
3510
+ Pop
3511
+ Hip Hop
3512
+ Pop
3513
+ Rock
3514
+ Rock
3515
+ Rock
3516
+ Pop
3517
+ Rock
3518
+ Pop
3519
+ Rock
3520
+ Rock
3521
+ Pop
3522
+ Rock
3523
+ Pop
3524
+ Rock
3525
+ Rock
3526
+ Pop
3527
+ Rock
3528
+ Pop
3529
+ Rock
3530
+ Pop
3531
+ Rock
3532
+ Rock
3533
+ Rock
3534
+ Rock
3535
+ Pop
3536
+ Rock
3537
+ Rock
3538
+ Rock
3539
+ Rock
3540
+ Pop
3541
+ Rock
3542
+ Hip Hop
3543
+ Rock
3544
+ Rock
3545
+ Rock
3546
+ Rock
3547
+ Pop
3548
+ Rock
3549
+ Rock
3550
+ Rock
3551
+ Rock
3552
+ Rock
3553
+ Rock
3554
+ Rock
3555
+ Rock
3556
+ Hip Hop
3557
+ Pop
3558
+ Hip Hop
3559
+ Rock
3560
+ Rock
3561
+ Pop
3562
+ Rock
3563
+ Hip Hop
3564
+ Rock
3565
+ Pop
3566
+ Hip Hop
3567
+ Rock
3568
+ Rock
3569
+ Pop
3570
+ Pop
3571
+ Rock
3572
+ Hip Hop
3573
+ Rock
3574
+ Rock
3575
+ Rock
3576
+ Hip Hop
3577
+ Rock
3578
+ Rock
3579
+ Pop
3580
+ Rock
3581
+ Rock
3582
+ Rock
3583
+ Hip Hop
3584
+ Hip Hop
3585
+ Rock
3586
+ Pop
3587
+ Pop
3588
+ Pop
3589
+ Rock
3590
+ Rock
3591
+ Rock
3592
+ Pop
3593
+ Hip Hop
3594
+ Pop
3595
+ Pop
3596
+ Hip Hop
3597
+ Pop
3598
+ Rock
3599
+ Rock
3600
+ Rock
3601
+ Rock
3602
+ Rock
3603
+ Rock
3604
+ Rock
3605
+ Pop
3606
+ Rock
3607
+ Rock
3608
+ Rock
3609
+ Rock
3610
+ Rock
3611
+ Pop
3612
+ Pop
3613
+ Pop
3614
+ Hip Hop
3615
+ Rock
3616
+ Pop
3617
+ Rock
3618
+ Hip Hop
3619
+ Pop
3620
+ Rock
3621
+ Rock
3622
+ Pop
3623
+ Rock
3624
+ Pop
3625
+ Rock
3626
+ Pop
3627
+ Rock
3628
+ Hip Hop
3629
+ Hip Hop
3630
+ Pop
3631
+ Pop
3632
+ Rock
3633
+ Rock
3634
+ Rock
3635
+ Hip Hop
3636
+ Rock
3637
+ Rock
3638
+ Hip Hop
3639
+ Hip Hop
3640
+ Rock
3641
+ Rock
3642
+ Rock
3643
+ Rock
3644
+ Rock
3645
+ Rock
3646
+ Pop
3647
+ Hip Hop
3648
+ Pop
3649
+ Pop
3650
+ Rock
3651
+ Rock
3652
+ Rock
3653
+ Pop
3654
+ Hip Hop
3655
+ Pop
3656
+ Rock
3657
+ Pop
3658
+ Rock
3659
+ Rock
3660
+ Rock
3661
+ Pop
3662
+ Hip Hop
3663
+ Rock
3664
+ Rock
3665
+ Rock
3666
+ Rock
3667
+ Rock
3668
+ Rock
3669
+ Rock
3670
+ Rock
3671
+ Pop
3672
+ Rock
3673
+ Rock
3674
+ Pop
3675
+ Rock
3676
+ Rock
3677
+ Pop
3678
+ Rock
3679
+ Pop
3680
+ Hip Hop
3681
+ Rock
3682
+ Pop
3683
+ Rock
3684
+ Rock
3685
+ Rock
3686
+ Pop
3687
+ Rock
3688
+ Rock
3689
+ Pop
3690
+ Rock
3691
+ Rock
3692
+ Hip Hop
3693
+ Rock
3694
+ Rock
3695
+ Rock
3696
+ Pop
3697
+ Hip Hop
3698
+ Rock
3699
+ Rock
3700
+ Rock
3701
+ Rock
3702
+ Hip Hop
3703
+ Rock
3704
+ Pop
3705
+ Rock
3706
+ Pop
3707
+ Pop
3708
+ Pop
3709
+ Rock
3710
+ Rock
3711
+ Rock
3712
+ Hip Hop
3713
+ Rock
3714
+ Pop
3715
+ Rock
3716
+ Rock
3717
+ Hip Hop
3718
+ Pop
3719
+ Rock
3720
+ Hip Hop
3721
+ Rock
3722
+ Pop
3723
+ Rock
3724
+ Rock
3725
+ Rock
3726
+ Rock
3727
+ Rock
3728
+ Rock
3729
+ Pop
3730
+ Pop
3731
+ Rock
3732
+ Rock
3733
+ Hip Hop
3734
+ Hip Hop
3735
+ Pop
3736
+ Hip Hop
3737
+ Rock
3738
+ Rock
3739
+ Rock
3740
+ Hip Hop
3741
+ Rock
3742
+ Pop
3743
+ Rock
3744
+ Pop
3745
+ Rock
3746
+ Rock
3747
+ Pop
3748
+ Rock
3749
+ Rock
3750
+ Rock
3751
+ Hip Hop
3752
+ Hip Hop
3753
+ Pop
3754
+ Pop
3755
+ Pop
3756
+ Rock
3757
+ Rock
3758
+ Pop
3759
+ Pop
3760
+ Rock
3761
+ Pop
3762
+ Pop
3763
+ Hip Hop
3764
+ Pop
3765
+ Rock
3766
+ Pop
3767
+ Rock
3768
+ Rock
3769
+ Pop
3770
+ Pop
3771
+ Hip Hop
3772
+ Rock
3773
+ Rock
3774
+ Rock
3775
+ Hip Hop
3776
+ Rock
3777
+ Rock
3778
+ Rock
3779
+ Hip Hop
3780
+ Pop
3781
+ Rock
3782
+ Rock
3783
+ Pop
3784
+ Rock
3785
+ Rock
3786
+ Rock
3787
+ Pop
3788
+ Rock
3789
+ Hip Hop
3790
+ Rock
3791
+ Rock
3792
+ Rock
3793
+ Rock
3794
+ Pop
3795
+ Pop
3796
+ Rock
3797
+ Rock
3798
+ Pop
3799
+ Pop
3800
+ Rock
3801
+ Rock
3802
+ Hip Hop
3803
+ Hip Hop
3804
+ Pop
3805
+ Pop
3806
+ Pop
3807
+ Pop
3808
+ Pop
3809
+ Rock
3810
+ Hip Hop
3811
+ Pop
3812
+ Hip Hop
3813
+ Pop
3814
+ Rock
3815
+ Rock
3816
+ Pop
3817
+ Pop
3818
+ Rock
3819
+ Rock
3820
+ Rock
3821
+ Rock
3822
+ Pop
3823
+ Rock
3824
+ Hip Hop
3825
+ Rock
3826
+ Rock
3827
+ Hip Hop
3828
+ Hip Hop
3829
+ Pop
3830
+ Pop
3831
+ Rock
3832
+ Rock
3833
+ Pop
3834
+ Rock
3835
+ Rock
3836
+ Rock
3837
+ Rock
3838
+ Pop
3839
+ Rock
3840
+ Rock
3841
+ Rock
3842
+ Rock
3843
+ Rock
3844
+ Rock
3845
+ Pop
3846
+ Rock
3847
+ Hip Hop
3848
+ Pop
3849
+ Rock
3850
+ Rock
3851
+ Pop
3852
+ Rock
3853
+ Hip Hop
3854
+ Pop
3855
+ Pop
3856
+ Pop
3857
+ Hip Hop
3858
+ Rock
3859
+ Hip Hop
3860
+ Pop
3861
+ Pop
3862
+ Rock
3863
+ Hip Hop
3864
+ Rock
3865
+ Rock
3866
+ Pop
3867
+ Pop
3868
+ Rock
3869
+ Pop
3870
+ Pop
3871
+ Rock
3872
+ Pop
3873
+ Rock
3874
+ Rock
3875
+ Rock
3876
+ Rock
3877
+ Rock
3878
+ Rock
3879
+ Rock
3880
+ Rock
3881
+ Pop
3882
+ Rock
3883
+ Rock
3884
+ Pop
3885
+ Pop
3886
+ Hip Hop
3887
+ Pop
3888
+ Hip Hop
3889
+ Rock
3890
+ Rock
3891
+ Hip Hop
3892
+ Rock
3893
+ Rock
3894
+ Rock
3895
+ Pop
3896
+ Pop
3897
+ Rock
3898
+ Rock
3899
+ Pop
3900
+ Rock
3901
+ Pop
3902
+ Rock
3903
+ Rock
3904
+ Rock
3905
+ Rock
3906
+ Pop
3907
+ Rock
3908
+ Pop
3909
+ Rock
3910
+ Pop
3911
+ Rock
3912
+ Rock
3913
+ Rock
3914
+ Rock
3915
+ Pop
3916
+ Rock
3917
+ Rock
3918
+ Pop
3919
+ Hip Hop
3920
+ Hip Hop
3921
+ Rock
3922
+ Hip Hop
3923
+ Rock
3924
+ Rock
3925
+ Rock
3926
+ Rock
3927
+ Rock
3928
+ Rock
3929
+ Rock
3930
+ Rock
3931
+ Rock
3932
+ Rock
3933
+ Hip Hop
3934
+ Hip Hop
3935
+ Rock
3936
+ Rock
3937
+ Pop
3938
+ Hip Hop
3939
+ Rock
3940
+ Rock
3941
+ Pop
3942
+ Rock
3943
+ Pop
3944
+ Pop
3945
+ Hip Hop
3946
+ Rock
3947
+ Rock
3948
+ Rock
3949
+ Rock
3950
+ Pop
3951
+ Pop
3952
+ Pop
3953
+ Pop
3954
+ Hip Hop
3955
+ Rock
3956
+ Rock
3957
+ Rock
3958
+ Rock
3959
+ Rock
3960
+ Rock
3961
+ Rock
3962
+ Pop
3963
+ Hip Hop
3964
+ Rock
3965
+ Rock
3966
+ Rock
3967
+ Rock
3968
+ Pop
3969
+ Pop
3970
+ Rock
3971
+ Hip Hop
3972
+ Rock
3973
+ Pop
3974
+ Pop
3975
+ Pop
3976
+ Rock
3977
+ Rock
3978
+ Hip Hop
3979
+ Rock
3980
+ Rock
3981
+ Pop
3982
+ Rock
3983
+ Rock
3984
+ Rock
3985
+ Pop
3986
+ Pop
3987
+ Rock
3988
+ Rock
3989
+ Rock
3990
+ Rock
3991
+ Rock
3992
+ Pop
3993
+ Rock
3994
+ Rock
3995
+ Pop
3996
+ Pop
3997
+ Hip Hop
3998
+ Hip Hop
3999
+ Pop
4000
+ Rock
4001
+ Rock
4002
+ Pop
4003
+ Rock
4004
+ Pop
4005
+ Rock
4006
+ Pop
4007
+ Pop
4008
+ Rock
4009
+ Pop
4010
+ Rock
4011
+ Rock
4012
+ Hip Hop
4013
+ Pop
4014
+ Rock
4015
+ Rock
4016
+ Rock
4017
+ Rock
4018
+ Rock
4019
+ Pop
4020
+ Pop
4021
+ Rock
4022
+ Hip Hop
4023
+ Hip Hop
4024
+ Hip Hop
4025
+ Rock
4026
+ Rock
4027
+ Rock
4028
+ Rock
4029
+ Pop
4030
+ Rock
4031
+ Hip Hop
4032
+ Pop
4033
+ Rock
4034
+ Pop
4035
+ Rock
4036
+ Rock
4037
+ Rock
4038
+ Pop
4039
+ Rock
4040
+ Rock
4041
+ Pop
4042
+ Rock
4043
+ Pop
4044
+ Pop
4045
+ Hip Hop
4046
+ Hip Hop
4047
+ Rock
4048
+ Pop
4049
+ Rock
4050
+ Rock
4051
+ Pop
4052
+ Rock
4053
+ Rock
4054
+ Rock
4055
+ Rock
4056
+ Rock
4057
+ Rock
4058
+ Rock
4059
+ Pop
4060
+ Pop
4061
+ Rock
4062
+ Rock
4063
+ Rock
4064
+ Rock
4065
+ Hip Hop
4066
+ Pop
4067
+ Rock
4068
+ Pop
4069
+ Rock
4070
+ Rock
4071
+ Pop
4072
+ Rock
4073
+ Pop
4074
+ Rock
4075
+ Rock
4076
+ Hip Hop
4077
+ Rock
4078
+ Hip Hop
4079
+ Rock
4080
+ Pop
4081
+ Pop
4082
+ Pop
4083
+ Rock
4084
+ Rock
4085
+ Rock
4086
+ Pop
4087
+ Rock
4088
+ Hip Hop
4089
+ Rock
4090
+ Rock
4091
+ Rock
4092
+ Rock
4093
+ Rock
4094
+ Rock
4095
+ Rock
4096
+ Rock
4097
+ Rock
4098
+ Hip Hop
4099
+ Rock
4100
+ Hip Hop
4101
+ Rock
4102
+ Rock
4103
+ Rock
4104
+ Rock
4105
+ Rock
4106
+ Rock
4107
+ Hip Hop
4108
+ Rock
4109
+ Rock
4110
+ Rock
4111
+ Pop
4112
+ Rock
4113
+ Rock
4114
+ Rock
4115
+ Pop
4116
+ Pop
4117
+ Rock
4118
+ Pop
4119
+ Rock
4120
+ Hip Hop
4121
+ Pop
4122
+ Hip Hop
4123
+ Pop
4124
+ Rock
4125
+ Rock
4126
+ Pop
4127
+ Rock
4128
+ Pop
4129
+ Rock
4130
+ Rock
4131
+ Rock
4132
+ Rock
4133
+ Hip Hop
4134
+ Hip Hop
4135
+ Rock
4136
+ Rock
4137
+ Pop
4138
+ Rock
4139
+ Rock
4140
+ Hip Hop
4141
+ Rock
4142
+ Rock
4143
+ Rock
4144
+ Rock
4145
+ Rock
4146
+ Rock
4147
+ Pop
4148
+ Pop
4149
+ Rock
4150
+ Rock
4151
+ Hip Hop
4152
+ Pop
4153
+ Hip Hop
4154
+ Hip Hop
4155
+ Rock
4156
+ Rock
4157
+ Pop
4158
+ Pop
4159
+ Rock
4160
+ Pop
4161
+ Rock
4162
+ Rock
4163
+ Rock
4164
+ Rock
4165
+ Rock
4166
+ Hip Hop
4167
+ Hip Hop
4168
+ Pop
4169
+ Pop
4170
+ Pop
4171
+ Pop
4172
+ Rock
4173
+ Rock
4174
+ Rock
4175
+ Rock
4176
+ Rock
4177
+ Pop
4178
+ Rock
4179
+ Rock
4180
+ Pop
4181
+ Rock
4182
+ Rock
4183
+ Rock
4184
+ Rock
4185
+ Rock
4186
+ Rock
4187
+ Rock
4188
+ Rock
4189
+ Rock
4190
+ Hip Hop
4191
+ Rock
4192
+ Pop
4193
+ Rock
4194
+ Pop
4195
+ Rock
4196
+ Pop
4197
+ Pop
4198
+ Rock
4199
+ Rock
4200
+ Rock
4201
+ Rock
4202
+ Rock
4203
+ Pop
4204
+ Hip Hop
4205
+ Rock
4206
+ Pop
4207
+ Pop
4208
+ Pop
4209
+ Rock
4210
+ Rock
4211
+ Rock
4212
+ Pop
4213
+ Rock
4214
+ Hip Hop
4215
+ Rock
4216
+ Rock
4217
+ Pop
4218
+ Hip Hop
4219
+ Rock
4220
+ Rock
4221
+ Rock
4222
+ Rock
4223
+ Pop
4224
+ Rock
4225
+ Rock
4226
+ Rock
4227
+ Pop
4228
+ Rock
4229
+ Rock
4230
+ Rock
4231
+ Rock
4232
+ Hip Hop
4233
+ Pop
4234
+ Rock
4235
+ Pop
4236
+ Hip Hop
4237
+ Hip Hop
4238
+ Hip Hop
4239
+ Rock
4240
+ Hip Hop
4241
+ Rock
4242
+ Rock
4243
+ Rock
4244
+ Rock
4245
+ Pop
4246
+ Rock
4247
+ Rock
4248
+ Rock
4249
+ Hip Hop
4250
+ Pop
4251
+ Pop
4252
+ Hip Hop
4253
+ Pop
4254
+ Rock
4255
+ Hip Hop
4256
+ Rock
4257
+ Rock
4258
+ Rock
4259
+ Rock
4260
+ Rock
4261
+ Pop
4262
+ Rock
4263
+ Hip Hop
4264
+ Pop
4265
+ Rock
4266
+ Pop
4267
+ Hip Hop
4268
+ Rock
4269
+ Rock
4270
+ Rock
4271
+ Pop
4272
+ Pop
4273
+ Rock
4274
+ Rock
4275
+ Pop
4276
+ Rock
4277
+ Rock
4278
+ Hip Hop
4279
+ Pop
4280
+ Pop
4281
+ Rock
4282
+ Rock
4283
+ Rock
4284
+ Hip Hop
4285
+ Hip Hop
4286
+ Hip Hop
4287
+ Rock
4288
+ Pop
4289
+ Pop
4290
+ Rock
4291
+ Hip Hop
4292
+ Rock
4293
+ Pop
4294
+ Pop
4295
+ Rock
4296
+ Pop
4297
+ Rock
4298
+ Pop
4299
+ Rock
4300
+ Rock
4301
+ Rock
4302
+ Rock
4303
+ Hip Hop
4304
+ Rock
4305
+ Pop
4306
+ Pop
4307
+ Pop
4308
+ Rock
4309
+ Rock
4310
+ Pop
4311
+ Pop
4312
+ Pop
4313
+ Rock
4314
+ Rock
4315
+ Pop
4316
+ Hip Hop
4317
+ Pop
4318
+ Rock
4319
+ Rock
4320
+ Hip Hop
4321
+ Rock
4322
+ Pop
4323
+ Rock
4324
+ Rock
4325
+ Pop
4326
+ Rock
4327
+ Rock
4328
+ Pop
4329
+ Hip Hop
4330
+ Pop
4331
+ Hip Hop
4332
+ Hip Hop
4333
+ Rock
4334
+ Rock
4335
+ Hip Hop
4336
+ Hip Hop
4337
+ Pop
4338
+ Rock
4339
+ Rock
4340
+ Hip Hop
4341
+ Hip Hop
4342
+ Pop
4343
+ Rock
4344
+ Rock
4345
+ Rock
4346
+ Rock
4347
+ Rock
4348
+ Pop
4349
+ Rock
4350
+ Pop
4351
+ Pop
4352
+ Hip Hop
4353
+ Pop
4354
+ Rock
4355
+ Rock
4356
+ Rock
4357
+ Pop
4358
+ Hip Hop
4359
+ Rock
4360
+ Pop
4361
+ Rock
4362
+ Rock
4363
+ Rock
4364
+ Rock
4365
+ Pop
4366
+ Rock
4367
+ Pop
4368
+ Rock
4369
+ Rock
4370
+ Pop
4371
+ Rock
4372
+ Hip Hop
4373
+ Pop
4374
+ Hip Hop
4375
+ Rock
4376
+ Rock
4377
+ Rock
4378
+ Pop
4379
+ Rock
4380
+ Pop
4381
+ Rock
4382
+ Rock
4383
+ Rock
4384
+ Hip Hop
4385
+ Rock
4386
+ Pop
4387
+ Rock
4388
+ Rock
4389
+ Rock
4390
+ Pop
4391
+ Hip Hop
4392
+ Rock
4393
+ Rock
4394
+ Rock
4395
+ Rock
4396
+ Rock
4397
+ Rock
4398
+ Rock
4399
+ Hip Hop
4400
+ Hip Hop
4401
+ Hip Hop
4402
+ Pop
4403
+ Rock
4404
+ Pop
4405
+ Rock
4406
+ Rock
4407
+ Rock
4408
+ Rock
4409
+ Hip Hop
4410
+ Rock
4411
+ Rock
4412
+ Rock
4413
+ Rock
4414
+ Rock
4415
+ Rock
4416
+ Rock
4417
+ Rock
4418
+ Rock
4419
+ Rock
4420
+ Rock
4421
+ Rock
4422
+ Hip Hop
4423
+ Rock
4424
+ Pop
4425
+ Rock
4426
+ Rock
4427
+ Pop
4428
+ Rock
4429
+ Rock
4430
+ Rock
4431
+ Hip Hop
4432
+ Rock
4433
+ Rock
4434
+ Pop
4435
+ Rock
4436
+ Rock
4437
+ Pop
4438
+ Pop
4439
+ Pop
4440
+ Hip Hop
4441
+ Rock
4442
+ Rock
4443
+ Pop
4444
+ Rock
4445
+ Rock
4446
+ Rock
4447
+ Rock
4448
+ Rock
4449
+ Rock
4450
+ Rock
4451
+ Pop
4452
+ Pop
4453
+ Hip Hop
4454
+ Rock
4455
+ Rock
4456
+ Rock
4457
+ Rock
4458
+ Rock
4459
+ Rock
4460
+ Rock
4461
+ Rock
4462
+ Rock
4463
+ Rock
4464
+ Rock
4465
+ Pop
4466
+ Rock
4467
+ Rock
4468
+ Rock
4469
+ Pop
4470
+ Rock
4471
+ Rock
4472
+ Rock
4473
+ Hip Hop
4474
+ Pop
4475
+ Pop
4476
+ Pop
4477
+ Rock
4478
+ Rock
4479
+ Pop
4480
+ Pop
4481
+ Rock
4482
+ Rock
4483
+ Rock
4484
+ Rock
4485
+ Rock
4486
+ Rock
4487
+ Pop
4488
+ Rock
4489
+ Pop
4490
+ Hip Hop
4491
+ Rock
4492
+ Rock
4493
+ Rock
4494
+ Rock
4495
+ Rock
4496
+ Pop
4497
+ Hip Hop
4498
+ Hip Hop
4499
+ Pop
4500
+ Rock
4501
+ Hip Hop
4502
+ Hip Hop
4503
+ Hip Hop
4504
+ Rock
4505
+ Rock
4506
+ Rock
4507
+ Rock
4508
+ Hip Hop
4509
+ Rock
4510
+ Rock
4511
+ Rock
4512
+ Rock
4513
+ Rock
4514
+ Rock
4515
+ Pop
4516
+ Rock
4517
+ Rock
4518
+ Rock
4519
+ Rock
4520
+ Hip Hop
4521
+ Pop
4522
+ Pop
4523
+ Rock
4524
+ Rock
4525
+ Pop
4526
+ Rock
4527
+ Pop
4528
+ Rock
4529
+ Rock
4530
+ Rock
4531
+ Rock
4532
+ Rock
4533
+ Rock
4534
+ Rock
4535
+ Rock
4536
+ Rock
4537
+ Rock
4538
+ Rock
4539
+ Rock
4540
+ Rock
4541
+ Hip Hop
4542
+ Hip Hop
4543
+ Rock
4544
+ Rock
4545
+ Rock
4546
+ Pop
4547
+ Pop
4548
+ Rock
4549
+ Pop
4550
+ Rock
4551
+ Rock
4552
+ Pop
4553
+ Rock
4554
+ Hip Hop
4555
+ Pop
4556
+ Pop
4557
+ Rock
4558
+ Rock
4559
+ Hip Hop
4560
+ Hip Hop
4561
+ Rock
4562
+ Rock
4563
+ Rock
4564
+ Pop
4565
+ Pop
4566
+ Hip Hop
4567
+ Rock
4568
+ Hip Hop
4569
+ Rock
4570
+ Rock
4571
+ Pop
4572
+ Rock
4573
+ Rock
4574
+ Rock
4575
+ Hip Hop
4576
+ Pop
4577
+ Rock
4578
+ Rock
4579
+ Pop
4580
+ Rock
4581
+ Hip Hop
4582
+ Hip Hop
4583
+ Pop
4584
+ Hip Hop
4585
+ Rock
4586
+ Pop
4587
+ Hip Hop
4588
+ Rock
4589
+ Pop
4590
+ Rock
4591
+ Hip Hop
4592
+ Rock
4593
+ Pop
4594
+ Pop
4595
+ Rock
4596
+ Rock
4597
+ Hip Hop
4598
+ Hip Hop
4599
+ Rock
4600
+ Rock
4601
+ Rock
4602
+ Rock
4603
+ Rock
4604
+ Rock
4605
+ Pop
4606
+ Hip Hop
4607
+ Pop
4608
+ Rock
4609
+ Rock
4610
+ Pop
4611
+ Rock
4612
+ Rock
4613
+ Pop
4614
+ Hip Hop
4615
+ Hip Hop
4616
+ Pop
4617
+ Rock
4618
+ Rock
4619
+ Pop
4620
+ Hip Hop
4621
+ Pop
4622
+ Rock
4623
+ Rock
4624
+ Rock
4625
+ Hip Hop
4626
+ Pop
4627
+ Rock
4628
+ Rock
4629
+ Hip Hop
4630
+ Pop
4631
+ Pop
4632
+ Pop
4633
+ Rock
4634
+ Pop
4635
+ Hip Hop
4636
+ Rock
4637
+ Hip Hop
4638
+ Rock
4639
+ Pop
4640
+ Rock
4641
+ Rock
4642
+ Pop
4643
+ Rock
4644
+ Rock
4645
+ Rock
4646
+ Hip Hop
4647
+ Rock
4648
+ Rock
4649
+ Pop
4650
+ Rock
4651
+ Pop
4652
+ Rock
4653
+ Rock
4654
+ Rock
4655
+ Rock
4656
+ Pop
4657
+ Pop
4658
+ Rock
4659
+ Hip Hop
4660
+ Hip Hop
4661
+ Rock
4662
+ Rock
4663
+ Hip Hop
4664
+ Hip Hop
4665
+ Pop
4666
+ Rock
4667
+ Rock
4668
+ Rock
4669
+ Rock
4670
+ Rock
4671
+ Hip Hop
4672
+ Rock
4673
+ Rock
4674
+ Rock
4675
+ Rock
4676
+ Rock
4677
+ Rock
4678
+ Rock
4679
+ Pop
4680
+ Rock
4681
+ Rock
4682
+ Pop
4683
+ Pop
4684
+ Rock
4685
+ Rock
4686
+ Rock
4687
+ Hip Hop
4688
+ Pop
4689
+ Hip Hop
4690
+ Pop
4691
+ Pop
4692
+ Rock
4693
+ Rock
4694
+ Rock
4695
+ Rock
4696
+ Pop
4697
+ Rock
4698
+ Hip Hop
4699
+ Hip Hop
4700
+ Rock
4701
+ Pop
4702
+ Pop
4703
+ Pop
4704
+ Rock
4705
+ Pop
4706
+ Hip Hop
4707
+ Rock
4708
+ Rock
4709
+ Rock
4710
+ Rock
4711
+ Rock
4712
+ Hip Hop
4713
+ Rock
4714
+ Rock
4715
+ Rock
4716
+ Rock
4717
+ Pop
4718
+ Rock
4719
+ Rock
4720
+ Rock
4721
+ Pop
4722
+ Hip Hop
4723
+ Pop
4724
+ Rock
4725
+ Rock
4726
+ Pop
4727
+ Pop
4728
+ Rock
4729
+ Rock
4730
+ Rock
4731
+ Rock
4732
+ Rock
4733
+ Pop
4734
+ Pop
4735
+ Rock
4736
+ Hip Hop
4737
+ Rock
4738
+ Rock
4739
+ Pop
4740
+ Pop
4741
+ Pop
4742
+ Rock
4743
+ Rock
4744
+ Hip Hop
4745
+ Pop
4746
+ Pop
4747
+ Hip Hop
4748
+ Rock
4749
+ Rock
4750
+ Rock
4751
+ Rock
4752
+ Pop
4753
+ Rock
4754
+ Rock
4755
+ Rock
4756
+ Rock
4757
+ Rock
4758
+ Pop
4759
+ Pop
4760
+ Rock
4761
+ Hip Hop
4762
+ Rock
4763
+ Hip Hop
4764
+ Pop
4765
+ Rock
4766
+ Rock
4767
+ Pop
4768
+ Rock
4769
+ Pop
4770
+ Rock
4771
+ Rock
4772
+ Rock
4773
+ Pop
4774
+ Hip Hop
4775
+ Rock
4776
+ Rock
4777
+ Rock
4778
+ Rock
4779
+ Rock
4780
+ Pop
4781
+ Pop
4782
+ Rock
4783
+ Pop
4784
+ Hip Hop
4785
+ Rock
4786
+ Rock
4787
+ Rock
4788
+ Hip Hop
4789
+ Rock
4790
+ Rock
4791
+ Rock
4792
+ Hip Hop
4793
+ Rock
4794
+ Rock
4795
+ Pop
4796
+ Pop
4797
+ Hip Hop
4798
+ Pop
4799
+ Rock
4800
+ Rock
4801
+ Rock
4802
+ Rock
4803
+ Rock
4804
+ Hip Hop
4805
+ Rock
4806
+ Rock
4807
+ Rock
4808
+ Rock
4809
+ Rock
4810
+ Rock
4811
+ Rock
4812
+ Pop
4813
+ Pop
4814
+ Rock
4815
+ Pop
4816
+ Rock
4817
+ Hip Hop
4818
+ Rock
4819
+ Rock
4820
+ Rock
4821
+ Rock
4822
+ Hip Hop
4823
+ Rock
4824
+ Rock
4825
+ Rock
4826
+ Pop
4827
+ Rock
4828
+ Rock
4829
+ Rock
4830
+ Pop
4831
+ Hip Hop
4832
+ Rock
4833
+ Rock
4834
+ Rock
4835
+ Rock
4836
+ Pop
4837
+ Pop
4838
+ Rock
4839
+ Pop
4840
+ Hip Hop
4841
+ Rock
4842
+ Rock
4843
+ Pop
4844
+ Rock
4845
+ Rock
4846
+ Pop
4847
+ Hip Hop
4848
+ Pop
4849
+ Rock
4850
+ Rock
4851
+ Rock
4852
+ Rock
4853
+ Pop
4854
+ Rock
4855
+ Pop
4856
+ Hip Hop
4857
+ Hip Hop
4858
+ Rock
4859
+ Rock
4860
+ Pop
4861
+ Hip Hop
4862
+ Rock
4863
+ Pop
4864
+ Rock
4865
+ Rock
4866
+ Rock
4867
+ Pop
4868
+ Rock
4869
+ Rock
4870
+ Rock
4871
+ Rock
4872
+ Rock
4873
+ Rock
4874
+ Pop
4875
+ Pop
4876
+ Rock
4877
+ Rock
4878
+ Rock
4879
+ Rock
4880
+ Rock
4881
+ Rock
4882
+ Pop
4883
+ Pop
4884
+ Hip Hop
4885
+ Rock
4886
+ Rock
4887
+ Rock
4888
+ Rock
4889
+ Hip Hop
4890
+ Pop
4891
+ Rock
4892
+ Hip Hop
4893
+ Rock
4894
+ Rock
4895
+ Hip Hop
4896
+ Rock
4897
+ Pop
4898
+ Rock
4899
+ Rock
4900
+ Rock
4901
+ Pop
4902
+ Hip Hop
4903
+ Hip Hop
4904
+ Rock
4905
+ Rock
4906
+ Rock
4907
+ Pop
4908
+ Pop
4909
+ Rock
4910
+ Pop
4911
+ Rock
4912
+ Hip Hop
4913
+ Pop
4914
+ Hip Hop
4915
+ Rock
4916
+ Rock
4917
+ Rock
4918
+ Rock
4919
+ Rock
4920
+ Rock
4921
+ Rock
4922
+ Pop
4923
+ Pop
4924
+ Pop
4925
+ Pop
4926
+ Hip Hop
4927
+ Rock
4928
+ Hip Hop
4929
+ Hip Hop
4930
+ Hip Hop
4931
+ Pop
4932
+ Rock
4933
+ Rock
4934
+ Rock
4935
+ Rock
4936
+ Rock
4937
+ Hip Hop
4938
+ Rock
4939
+ Rock
4940
+ Rock
4941
+ Rock
4942
+ Rock
4943
+ Rock
4944
+ Rock
4945
+ Rock
4946
+ Rock
4947
+ Pop
4948
+ Rock
4949
+ Rock
4950
+ Pop
4951
+ Rock
4952
+ Rock
4953
+ Rock
4954
+ Rock
4955
+ Rock
4956
+ Rock
4957
+ Pop
4958
+ Rock
4959
+ Rock
4960
+ Rock
4961
+ Rock
4962
+ Pop
4963
+ Rock
4964
+ Rock
4965
+ Pop
4966
+ Rock
4967
+ Rock
4968
+ Rock
4969
+ Pop
4970
+ Rock
4971
+ Pop
4972
+ Hip Hop
4973
+ Rock
4974
+ Pop
4975
+ Hip Hop
4976
+ Rock
4977
+ Rock
4978
+ Hip Hop
4979
+ Pop
4980
+ Rock
4981
+ Rock
4982
+ Rock
4983
+ Rock
4984
+ Rock
4985
+ Pop
4986
+ Rock
4987
+ Rock
4988
+ Hip Hop
4989
+ Hip Hop
4990
+ Rock
4991
+ Hip Hop
4992
+ Rock
4993
+ Rock
4994
+ Pop
4995
+ Rock
4996
+ Rock
4997
+ Rock
4998
+ Rock
4999
+ Pop
5000
+ Rock