Explore music data of the top songs of the year from 2010 to 2019.

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<table border="1" class="dataframe">
  <thead>
    <tr style="text-align: right;">
      <th></th>
      <th>artist</th>
      <th>top genre</th>
      <th>year</th>
      <th>bpm</th>
      <th>nrgy</th>
      <th>dnce</th>
      <th>dB</th>
      <th>live</th>
      <th>val</th>
      <th>dur</th>
      <th>acous</th>
      <th>spch</th>
      <th>pop</th>
    </tr>
    <tr>
      <th>title</th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
      <th></th>
    </tr>
  </thead>
  <tbody>
    <tr>
      <th>Hey, Soul Sister</th>
      <td>Train</td>
      <td>neo mellow</td>
      <td>2010</td>
      <td>97</td>
      <td>89</td>
      <td>67</td>
      <td>-4</td>
      <td>8</td>
      <td>80</td>
      <td>217</td>
      <td>19</td>
      <td>4</td>
      <td>83</td>
    </tr>
    <tr>
      <th>Love The Way You Lie</th>
      <td>Eminem</td>
      <td>detroit hip hop</td>
      <td>2010</td>
      <td>87</td>
      <td>93</td>
      <td>75</td>
      <td>-5</td>
      <td>52</td>
      <td>64</td>
      <td>263</td>
      <td>24</td>
      <td>23</td>
      <td>82</td>
    </tr>
    <tr>
      <th>TiK ToK</th>
      <td>Kesha</td>
      <td>dance pop</td>
      <td>2010</td>
      <td>120</td>
      <td>84</td>
      <td>76</td>
      <td>-3</td>
      <td>29</td>
      <td>71</td>
      <td>200</td>
      <td>10</td>
      <td>14</td>
      <td>80</td>
    </tr>
    <tr>
      <th>Bad Romance</th>
      <td>Lady Gaga</td>
      <td>dance pop</td>
      <td>2010</td>
      <td>119</td>
      <td>92</td>
      <td>70</td>
      <td>-4</td>
      <td>8</td>
      <td>71</td>
      <td>295</td>
      <td>0</td>
      <td>4</td>
      <td>79</td>
    </tr>
    <tr>
      <th>Just the Way You Are</th>
      <td>Bruno Mars</td>
      <td>pop</td>
      <td>2010</td>
      <td>109</td>
      <td>84</td>
      <td>64</td>
      <td>-5</td>
      <td>9</td>
      <td>43</td>
      <td>221</td>
      <td>2</td>
      <td>4</td>
      <td>78</td>
    </tr>
    <tr>
      <th>...</th>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
      <td>...</td>
    </tr>
    <tr>
      <th>Find U Again (feat. Camila Cabello)</th>
      <td>Mark Ronson</td>
      <td>dance pop</td>
      <td>2019</td>
      <td>104</td>
      <td>66</td>
      <td>61</td>
      <td>-7</td>
      <td>20</td>
      <td>16</td>
      <td>176</td>
      <td>1</td>
      <td>3</td>
      <td>75</td>
    </tr>
    <tr>
      <th>Cross Me (feat. Chance the Rapper &amp; PnB Rock)</th>
      <td>Ed Sheeran</td>
      <td>pop</td>
      <td>2019</td>
      <td>95</td>
      <td>79</td>
      <td>75</td>
      <td>-6</td>
      <td>7</td>
      <td>61</td>
      <td>206</td>
      <td>21</td>
      <td>12</td>
      <td>75</td>
    </tr>
    <tr>
      <th>No Brainer (feat. Justin Bieber, Chance the Rapper &amp; Quavo)</th>
      <td>DJ Khaled</td>
      <td>dance pop</td>
      <td>2019</td>
      <td>136</td>
      <td>76</td>
      <td>53</td>
      <td>-5</td>
      <td>9</td>
      <td>65</td>
      <td>260</td>
      <td>7</td>
      <td>34</td>
      <td>70</td>
    </tr>
    <tr>
      <th>Nothing Breaks Like a Heart (feat. Miley Cyrus)</th>
      <td>Mark Ronson</td>
      <td>dance pop</td>
      <td>2019</td>
      <td>114</td>
      <td>79</td>
      <td>60</td>
      <td>-6</td>
      <td>42</td>
      <td>24</td>
      <td>217</td>
      <td>1</td>
      <td>7</td>
      <td>69</td>
    </tr>
    <tr>
      <th>Kills You Slowly</th>
      <td>The Chainsmokers</td>
      <td>electropop</td>
      <td>2019</td>
      <td>150</td>
      <td>44</td>
      <td>70</td>
      <td>-9</td>
      <td>13</td>
      <td>23</td>
      <td>213</td>
      <td>6</td>
      <td>6</td>
      <td>67</td>
    </tr>
  </tbody>
</table>
<p>603 rows × 13 columns</p>
</div>

                                                              artist  ... pop
title                                                                 ...    
Hey, Soul Sister                                               Train  ...  83
Love The Way You Lie                                          Eminem  ...  82
TiK ToK                                                        Kesha  ...  80
Bad Romance                                                Lady Gaga  ...  79
Just the Way You Are                                      Bruno Mars  ...  78
...                                                              ...  ...  ..
Find U Again (feat. Camila Cabello)                      Mark Ronson  ...  75
Cross Me (feat. Chance the Rapper & PnB Rock)             Ed Sheeran  ...  75
No Brainer (feat. Justin Bieber, Chance the Rap...         DJ Khaled  ...  70
Nothing Breaks Like a Heart (feat. Miley Cyrus)          Mark Ronson  ...  69
Kills You Slowly                                    The Chainsmokers  ...  67

[603 rows x 13 columns]

dataset: Spotify Music Data

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