Random_Sampling_Techniques.ipynb

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      "source": [
        "<a href=\"https://colab.research.google.com/github/DeepthiTabithaBennet/Python_AppliedStatistics/blob/main/Random_Sampling_Techniques.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
      ]
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    {
      "cell_type": "markdown",
      "metadata": {
        "id": "hevzbVcmQBa_"
      },
      "source": [
        "# **RANDOM SAMPLING TECHNIQUES**\n",
        "\n",
        "Total Population Size = 10,000\n",
        "\n",
        "Sample Size = 100\n",
        "\n",
        "Table of Random Numbers : \n",
        "> Size = 1000 x 1000 ... Range = 0 to 1,00,000\n",
        "\n",
        "\n",
        "\n"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "NI2sYsNs9nPM"
      },
      "source": [
        "# Written by Deepthi Tabitha Bennet \n",
        "\n",
        "import numpy as np\n",
        "import pandas as pd"
      ],
      "execution_count": null,
      "outputs": []
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "IyLG5FEKLgsn"
      },
      "source": [
        "# **Simple Random Sampling**"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 457
        },
        "id": "a3Ge2cxcOVm2",
        "outputId": "61b04772-8bf6-4225-8c93-26fdf95e17f6"
      },
      "source": [
        "#generates Random Numbers (Population) and stores it in a DataFrame\n",
        "df_population1 = pd.DataFrame(np.random.randint(0, 100000, size=(1000, 1000)))\n",
        "print(\"POPULATION : \")\n",
        "df_population1"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "POPULATION : \n"
          ]
        },
        {
          "output_type": "execute_result",
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              "      <td>17448</td>\n",
              "      <td>68124</td>\n",
              "      <td>40145</td>\n",
              "      <td>31928</td>\n",
              "      <td>27282</td>\n",
              "      <td>41726</td>\n",
              "      <td>99975</td>\n",
              "      <td>84812</td>\n",
              "      <td>19452</td>\n",
              "      <td>91651</td>\n",
              "      <td>25907</td>\n",
              "      <td>1505</td>\n",
              "      <td>12304</td>\n",
              "      <td>48479</td>\n",
              "      <td>79954</td>\n",
              "      <td>54232</td>\n",
              "      <td>49396</td>\n",
              "      <td>37946</td>\n",
              "      <td>31167</td>\n",
              "      <td>54502</td>\n",
              "      <td>36053</td>\n",
              "      <td>1989</td>\n",
              "      <td>58664</td>\n",
              "      <td>24099</td>\n",
              "      <td>92376</td>\n",
              "      <td>79144</td>\n",
              "      <td>15975</td>\n",
              "      <td>9682</td>\n",
              "      <td>72406</td>\n",
              "      <td>60377</td>\n",
              "      <td>37212</td>\n",
              "      <td>95850</td>\n",
              "      <td>72979</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>...</th>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>995</th>\n",
              "      <td>6471</td>\n",
              "      <td>62655</td>\n",
              "      <td>69679</td>\n",
              "      <td>56572</td>\n",
              "      <td>35106</td>\n",
              "      <td>25641</td>\n",
              "      <td>263</td>\n",
              "      <td>25158</td>\n",
              "      <td>4476</td>\n",
              "      <td>94687</td>\n",
              "      <td>72581</td>\n",
              "      <td>49800</td>\n",
              "      <td>55328</td>\n",
              "      <td>63437</td>\n",
              "      <td>38092</td>\n",
              "      <td>91598</td>\n",
              "      <td>99664</td>\n",
              "      <td>85620</td>\n",
              "      <td>58122</td>\n",
              "      <td>10638</td>\n",
              "      <td>76267</td>\n",
              "      <td>55714</td>\n",
              "      <td>71012</td>\n",
              "      <td>23693</td>\n",
              "      <td>60840</td>\n",
              "      <td>54826</td>\n",
              "      <td>19289</td>\n",
              "      <td>16219</td>\n",
              "      <td>45662</td>\n",
              "      <td>4150</td>\n",
              "      <td>5664</td>\n",
              "      <td>9407</td>\n",
              "      <td>92451</td>\n",
              "      <td>67007</td>\n",
              "      <td>12208</td>\n",
              "      <td>55303</td>\n",
              "      <td>86469</td>\n",
              "      <td>12531</td>\n",
              "      <td>17943</td>\n",
              "      <td>47412</td>\n",
              "      <td>...</td>\n",
              "      <td>34989</td>\n",
              "      <td>20388</td>\n",
              "      <td>31484</td>\n",
              "      <td>8409</td>\n",
              "      <td>17336</td>\n",
              "      <td>58176</td>\n",
              "      <td>14354</td>\n",
              "      <td>73222</td>\n",
              "      <td>7430</td>\n",
              "      <td>41006</td>\n",
              "      <td>7750</td>\n",
              "      <td>35311</td>\n",
              "      <td>90535</td>\n",
              "      <td>23366</td>\n",
              "      <td>50202</td>\n",
              "      <td>10330</td>\n",
              "      <td>71246</td>\n",
              "      <td>94600</td>\n",
              "      <td>82556</td>\n",
              "      <td>38432</td>\n",
              "      <td>94219</td>\n",
              "      <td>33230</td>\n",
              "      <td>97404</td>\n",
              "      <td>30032</td>\n",
              "      <td>73949</td>\n",
              "      <td>99682</td>\n",
              "      <td>82844</td>\n",
              "      <td>94602</td>\n",
              "      <td>63067</td>\n",
              "      <td>71405</td>\n",
              "      <td>93970</td>\n",
              "      <td>11317</td>\n",
              "      <td>98723</td>\n",
              "      <td>55984</td>\n",
              "      <td>11557</td>\n",
              "      <td>75362</td>\n",
              "      <td>47496</td>\n",
              "      <td>18083</td>\n",
              "      <td>34697</td>\n",
              "      <td>22338</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>996</th>\n",
              "      <td>35518</td>\n",
              "      <td>96636</td>\n",
              "      <td>67607</td>\n",
              "      <td>73480</td>\n",
              "      <td>21952</td>\n",
              "      <td>38785</td>\n",
              "      <td>32101</td>\n",
              "      <td>67889</td>\n",
              "      <td>22179</td>\n",
              "      <td>76441</td>\n",
              "      <td>72715</td>\n",
              "      <td>45568</td>\n",
              "      <td>43121</td>\n",
              "      <td>3861</td>\n",
              "      <td>90773</td>\n",
              "      <td>72817</td>\n",
              "      <td>33701</td>\n",
              "      <td>85931</td>\n",
              "      <td>71501</td>\n",
              "      <td>45022</td>\n",
              "      <td>64257</td>\n",
              "      <td>24123</td>\n",
              "      <td>25237</td>\n",
              "      <td>12602</td>\n",
              "      <td>94980</td>\n",
              "      <td>11323</td>\n",
              "      <td>63058</td>\n",
              "      <td>92983</td>\n",
              "      <td>85860</td>\n",
              "      <td>39069</td>\n",
              "      <td>64673</td>\n",
              "      <td>62659</td>\n",
              "      <td>13246</td>\n",
              "      <td>60500</td>\n",
              "      <td>44339</td>\n",
              "      <td>69333</td>\n",
              "      <td>54966</td>\n",
              "      <td>50936</td>\n",
              "      <td>22674</td>\n",
              "      <td>74404</td>\n",
              "      <td>...</td>\n",
              "      <td>36589</td>\n",
              "      <td>33152</td>\n",
              "      <td>25873</td>\n",
              "      <td>77345</td>\n",
              "      <td>11028</td>\n",
              "      <td>96783</td>\n",
              "      <td>75470</td>\n",
              "      <td>25790</td>\n",
              "      <td>56738</td>\n",
              "      <td>94841</td>\n",
              "      <td>22954</td>\n",
              "      <td>72618</td>\n",
              "      <td>71256</td>\n",
              "      <td>73343</td>\n",
              "      <td>79325</td>\n",
              "      <td>72160</td>\n",
              "      <td>95415</td>\n",
              "      <td>37352</td>\n",
              "      <td>56370</td>\n",
              "      <td>79985</td>\n",
              "      <td>77814</td>\n",
              "      <td>17011</td>\n",
              "      <td>12352</td>\n",
              "      <td>91957</td>\n",
              "      <td>93425</td>\n",
              "      <td>91630</td>\n",
              "      <td>19229</td>\n",
              "      <td>40696</td>\n",
              "      <td>42933</td>\n",
              "      <td>85647</td>\n",
              "      <td>640</td>\n",
              "      <td>79290</td>\n",
              "      <td>76156</td>\n",
              "      <td>76373</td>\n",
              "      <td>17849</td>\n",
              "      <td>63529</td>\n",
              "      <td>91812</td>\n",
              "      <td>45570</td>\n",
              "      <td>6362</td>\n",
              "      <td>38346</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>997</th>\n",
              "      <td>88125</td>\n",
              "      <td>94640</td>\n",
              "      <td>43273</td>\n",
              "      <td>93182</td>\n",
              "      <td>74133</td>\n",
              "      <td>87597</td>\n",
              "      <td>92886</td>\n",
              "      <td>29235</td>\n",
              "      <td>59604</td>\n",
              "      <td>85869</td>\n",
              "      <td>53672</td>\n",
              "      <td>56164</td>\n",
              "      <td>15436</td>\n",
              "      <td>24430</td>\n",
              "      <td>32382</td>\n",
              "      <td>7794</td>\n",
              "      <td>58860</td>\n",
              "      <td>65777</td>\n",
              "      <td>89882</td>\n",
              "      <td>12785</td>\n",
              "      <td>89431</td>\n",
              "      <td>86719</td>\n",
              "      <td>94857</td>\n",
              "      <td>72641</td>\n",
              "      <td>76971</td>\n",
              "      <td>87245</td>\n",
              "      <td>8265</td>\n",
              "      <td>14240</td>\n",
              "      <td>97379</td>\n",
              "      <td>37101</td>\n",
              "      <td>14571</td>\n",
              "      <td>43219</td>\n",
              "      <td>64049</td>\n",
              "      <td>34150</td>\n",
              "      <td>17732</td>\n",
              "      <td>74617</td>\n",
              "      <td>25620</td>\n",
              "      <td>88887</td>\n",
              "      <td>86287</td>\n",
              "      <td>19680</td>\n",
              "      <td>...</td>\n",
              "      <td>34908</td>\n",
              "      <td>54234</td>\n",
              "      <td>75061</td>\n",
              "      <td>77160</td>\n",
              "      <td>53637</td>\n",
              "      <td>70829</td>\n",
              "      <td>22551</td>\n",
              "      <td>95981</td>\n",
              "      <td>41600</td>\n",
              "      <td>96243</td>\n",
              "      <td>88386</td>\n",
              "      <td>78132</td>\n",
              "      <td>76702</td>\n",
              "      <td>1511</td>\n",
              "      <td>12611</td>\n",
              "      <td>45070</td>\n",
              "      <td>97292</td>\n",
              "      <td>86367</td>\n",
              "      <td>5636</td>\n",
              "      <td>7447</td>\n",
              "      <td>12698</td>\n",
              "      <td>15465</td>\n",
              "      <td>26058</td>\n",
              "      <td>20051</td>\n",
              "      <td>77017</td>\n",
              "      <td>76670</td>\n",
              "      <td>88758</td>\n",
              "      <td>79713</td>\n",
              "      <td>91794</td>\n",
              "      <td>37267</td>\n",
              "      <td>43601</td>\n",
              "      <td>27370</td>\n",
              "      <td>12515</td>\n",
              "      <td>71103</td>\n",
              "      <td>45365</td>\n",
              "      <td>61405</td>\n",
              "      <td>87771</td>\n",
              "      <td>45205</td>\n",
              "      <td>26956</td>\n",
              "      <td>51708</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>998</th>\n",
              "      <td>4656</td>\n",
              "      <td>20670</td>\n",
              "      <td>11130</td>\n",
              "      <td>7899</td>\n",
              "      <td>9624</td>\n",
              "      <td>31682</td>\n",
              "      <td>4326</td>\n",
              "      <td>27478</td>\n",
              "      <td>27319</td>\n",
              "      <td>45768</td>\n",
              "      <td>57529</td>\n",
              "      <td>22729</td>\n",
              "      <td>19337</td>\n",
              "      <td>93966</td>\n",
              "      <td>88935</td>\n",
              "      <td>20387</td>\n",
              "      <td>52023</td>\n",
              "      <td>16618</td>\n",
              "      <td>91607</td>\n",
              "      <td>43039</td>\n",
              "      <td>3210</td>\n",
              "      <td>38028</td>\n",
              "      <td>97843</td>\n",
              "      <td>79746</td>\n",
              "      <td>34209</td>\n",
              "      <td>64764</td>\n",
              "      <td>46557</td>\n",
              "      <td>2277</td>\n",
              "      <td>97166</td>\n",
              "      <td>27198</td>\n",
              "      <td>14289</td>\n",
              "      <td>75604</td>\n",
              "      <td>83369</td>\n",
              "      <td>44955</td>\n",
              "      <td>92148</td>\n",
              "      <td>72982</td>\n",
              "      <td>90381</td>\n",
              "      <td>15779</td>\n",
              "      <td>8190</td>\n",
              "      <td>35553</td>\n",
              "      <td>...</td>\n",
              "      <td>65558</td>\n",
              "      <td>32654</td>\n",
              "      <td>72720</td>\n",
              "      <td>15964</td>\n",
              "      <td>69135</td>\n",
              "      <td>79899</td>\n",
              "      <td>43778</td>\n",
              "      <td>78315</td>\n",
              "      <td>68129</td>\n",
              "      <td>81460</td>\n",
              "      <td>65064</td>\n",
              "      <td>45266</td>\n",
              "      <td>64229</td>\n",
              "      <td>80655</td>\n",
              "      <td>32150</td>\n",
              "      <td>23294</td>\n",
              "      <td>5751</td>\n",
              "      <td>89842</td>\n",
              "      <td>98015</td>\n",
              "      <td>8785</td>\n",
              "      <td>48901</td>\n",
              "      <td>4289</td>\n",
              "      <td>50271</td>\n",
              "      <td>67269</td>\n",
              "      <td>38364</td>\n",
              "      <td>23643</td>\n",
              "      <td>98154</td>\n",
              "      <td>50064</td>\n",
              "      <td>55938</td>\n",
              "      <td>23823</td>\n",
              "      <td>87032</td>\n",
              "      <td>5004</td>\n",
              "      <td>92393</td>\n",
              "      <td>58143</td>\n",
              "      <td>7913</td>\n",
              "      <td>5309</td>\n",
              "      <td>98231</td>\n",
              "      <td>28463</td>\n",
              "      <td>6143</td>\n",
              "      <td>82657</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>999</th>\n",
              "      <td>91603</td>\n",
              "      <td>13658</td>\n",
              "      <td>72491</td>\n",
              "      <td>13238</td>\n",
              "      <td>29979</td>\n",
              "      <td>90899</td>\n",
              "      <td>39179</td>\n",
              "      <td>27992</td>\n",
              "      <td>97362</td>\n",
              "      <td>71677</td>\n",
              "      <td>47373</td>\n",
              "      <td>21334</td>\n",
              "      <td>64883</td>\n",
              "      <td>7981</td>\n",
              "      <td>29480</td>\n",
              "      <td>41836</td>\n",
              "      <td>70680</td>\n",
              "      <td>32245</td>\n",
              "      <td>53571</td>\n",
              "      <td>90027</td>\n",
              "      <td>98917</td>\n",
              "      <td>12048</td>\n",
              "      <td>38946</td>\n",
              "      <td>43856</td>\n",
              "      <td>98292</td>\n",
              "      <td>78235</td>\n",
              "      <td>54567</td>\n",
              "      <td>10151</td>\n",
              "      <td>35569</td>\n",
              "      <td>50531</td>\n",
              "      <td>44970</td>\n",
              "      <td>9934</td>\n",
              "      <td>52309</td>\n",
              "      <td>56042</td>\n",
              "      <td>67232</td>\n",
              "      <td>7949</td>\n",
              "      <td>21452</td>\n",
              "      <td>41679</td>\n",
              "      <td>1398</td>\n",
              "      <td>98466</td>\n",
              "      <td>...</td>\n",
              "      <td>23376</td>\n",
              "      <td>41132</td>\n",
              "      <td>44619</td>\n",
              "      <td>36006</td>\n",
              "      <td>47616</td>\n",
              "      <td>85553</td>\n",
              "      <td>20022</td>\n",
              "      <td>12614</td>\n",
              "      <td>24813</td>\n",
              "      <td>38596</td>\n",
              "      <td>41968</td>\n",
              "      <td>8494</td>\n",
              "      <td>78321</td>\n",
              "      <td>2127</td>\n",
              "      <td>49230</td>\n",
              "      <td>999</td>\n",
              "      <td>74591</td>\n",
              "      <td>36544</td>\n",
              "      <td>83899</td>\n",
              "      <td>27548</td>\n",
              "      <td>24724</td>\n",
              "      <td>85606</td>\n",
              "      <td>18456</td>\n",
              "      <td>18539</td>\n",
              "      <td>95932</td>\n",
              "      <td>67415</td>\n",
              "      <td>21049</td>\n",
              "      <td>8410</td>\n",
              "      <td>75290</td>\n",
              "      <td>91834</td>\n",
              "      <td>99846</td>\n",
              "      <td>26003</td>\n",
              "      <td>74677</td>\n",
              "      <td>57991</td>\n",
              "      <td>35715</td>\n",
              "      <td>68203</td>\n",
              "      <td>44681</td>\n",
              "      <td>72032</td>\n",
              "      <td>25628</td>\n",
              "      <td>44622</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>1000 rows × 1000 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "       0      1      2      3      4    ...    995    996    997    998    999\n",
              "0    76814  10813  67117  85392  31985  ...  18727  73146    292  81947  69077\n",
              "1    15479  46110   2433  81302  57016  ...  82393   8021  58065  48436  32556\n",
              "2    12057  66287  60587  94744  32156  ...  99337  36011   4501  60975  13761\n",
              "3    75752   7974  39891   7438  35677  ...   9040  65380  82248  63093  43159\n",
              "4    13740  48890  77327   6375  74331  ...  72406  60377  37212  95850  72979\n",
              "..     ...    ...    ...    ...    ...  ...    ...    ...    ...    ...    ...\n",
              "995   6471  62655  69679  56572  35106  ...  75362  47496  18083  34697  22338\n",
              "996  35518  96636  67607  73480  21952  ...  63529  91812  45570   6362  38346\n",
              "997  88125  94640  43273  93182  74133  ...  61405  87771  45205  26956  51708\n",
              "998   4656  20670  11130   7899   9624  ...   5309  98231  28463   6143  82657\n",
              "999  91603  13658  72491  13238  29979  ...  68203  44681  72032  25628  44622\n",
              "\n",
              "[1000 rows x 1000 columns]"
            ]
          },
          "metadata": {},
          "execution_count": 33
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "xAWnAyCX_t9G",
        "outputId": "c0b550cd-ba7e-4704-c04a-7b3fd49f6a95"
      },
      "source": [
        "print(\"SAMPLE : \")\n",
        "a = df_population1\n",
        "ct = 0\n",
        "\n",
        "for i in range(0, 100):\n",
        "    for j in range(0, 100):\n",
        "        if(a[i][j] < 10000):  # Crietria for selection of the Random Numbers\n",
        "            if(ct < 100):  # Number of Elements to be chosen = 10\n",
        "                print(a[i][j], end = \" \")\n",
        "                ct = ct + 1"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "SAMPLE : \n",
            "306 6507 1527 3283 2339 1025 9572 8135 2602 1397 1646 7974 5979 7272 5750 3981 9242 8849 9838 4928 2433 8845 5596 1087 6169 6006 1584 6768 4007 6622 7438 6375 3536 8877 9544 5308 7931 8656 74 3912 5638 7431 4795 4612 7159 325 7358 8011 216 9527 815 2382 457 765 8412 2981 2512 7619 4219 658 7641 7224 8272 2662 3459 4794 1618 4561 9260 9676 8386 1451 859 7869 7669 1612 3283 5140 9536 9156 909 8286 7359 542 5482 7095 9122 1822 9272 9746 7838 7794 5023 7273 1373 1094 2430 4896 3193 1975 "
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "wYUxe1XsMmjm"
      },
      "source": [
        "# **Stratified Random Sampling :**"
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "16o9kgS5QSfJ"
      },
      "source": [
        "**Splitting the Population of size 10,000 into 5 Categories (internally Homogenous, Externally Heterogenous)**\n",
        "\n"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "78rnlCWMGhle",
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 736
        },
        "outputId": "9386c1bd-2eb8-4aa8-e060-cdf702184331"
      },
      "source": [
        "# Category A - Size 4000\n",
        "df_population2a = pd.DataFrame(np.random.randint(0, 100000, size=(20, 200)))\n",
        "print(\"POPULATION : \")\n",
        "df_population2a"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "POPULATION : \n"
          ]
        },
        {
          "output_type": "execute_result",
          "data": {
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              "      <th>162</th>\n",
              "      <th>163</th>\n",
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              "      <th>165</th>\n",
              "      <th>166</th>\n",
              "      <th>167</th>\n",
              "      <th>168</th>\n",
              "      <th>169</th>\n",
              "      <th>170</th>\n",
              "      <th>171</th>\n",
              "      <th>172</th>\n",
              "      <th>173</th>\n",
              "      <th>174</th>\n",
              "      <th>175</th>\n",
              "      <th>176</th>\n",
              "      <th>177</th>\n",
              "      <th>178</th>\n",
              "      <th>179</th>\n",
              "      <th>180</th>\n",
              "      <th>181</th>\n",
              "      <th>182</th>\n",
              "      <th>183</th>\n",
              "      <th>184</th>\n",
              "      <th>185</th>\n",
              "      <th>186</th>\n",
              "      <th>187</th>\n",
              "      <th>188</th>\n",
              "      <th>189</th>\n",
              "      <th>190</th>\n",
              "      <th>191</th>\n",
              "      <th>192</th>\n",
              "      <th>193</th>\n",
              "      <th>194</th>\n",
              "      <th>195</th>\n",
              "      <th>196</th>\n",
              "      <th>197</th>\n",
              "      <th>198</th>\n",
              "      <th>199</th>\n",
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              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>31077</td>\n",
              "      <td>34208</td>\n",
              "      <td>71876</td>\n",
              "      <td>54784</td>\n",
              "      <td>23060</td>\n",
              "      <td>44772</td>\n",
              "      <td>57396</td>\n",
              "      <td>2617</td>\n",
              "      <td>34779</td>\n",
              "      <td>65879</td>\n",
              "      <td>16690</td>\n",
              "      <td>94544</td>\n",
              "      <td>90440</td>\n",
              "      <td>26181</td>\n",
              "      <td>77340</td>\n",
              "      <td>48189</td>\n",
              "      <td>76554</td>\n",
              "      <td>75213</td>\n",
              "      <td>89595</td>\n",
              "      <td>52162</td>\n",
              "      <td>78503</td>\n",
              "      <td>59381</td>\n",
              "      <td>91272</td>\n",
              "      <td>400</td>\n",
              "      <td>47629</td>\n",
              "      <td>79287</td>\n",
              "      <td>63651</td>\n",
              "      <td>63757</td>\n",
              "      <td>6551</td>\n",
              "      <td>13116</td>\n",
              "      <td>56232</td>\n",
              "      <td>54441</td>\n",
              "      <td>52401</td>\n",
              "      <td>76915</td>\n",
              "      <td>22356</td>\n",
              "      <td>91211</td>\n",
              "      <td>55905</td>\n",
              "      <td>27204</td>\n",
              "      <td>97047</td>\n",
              "      <td>77859</td>\n",
              "      <td>...</td>\n",
              "      <td>26765</td>\n",
              "      <td>28724</td>\n",
              "      <td>9634</td>\n",
              "      <td>43947</td>\n",
              "      <td>31130</td>\n",
              "      <td>9756</td>\n",
              "      <td>97565</td>\n",
              "      <td>65212</td>\n",
              "      <td>53644</td>\n",
              "      <td>75726</td>\n",
              "      <td>94171</td>\n",
              "      <td>67694</td>\n",
              "      <td>16552</td>\n",
              "      <td>95183</td>\n",
              "      <td>97194</td>\n",
              "      <td>67297</td>\n",
              "      <td>75790</td>\n",
              "      <td>95533</td>\n",
              "      <td>24744</td>\n",
              "      <td>14908</td>\n",
              "      <td>11463</td>\n",
              "      <td>45575</td>\n",
              "      <td>39759</td>\n",
              "      <td>2670</td>\n",
              "      <td>80715</td>\n",
              "      <td>3727</td>\n",
              "      <td>60087</td>\n",
              "      <td>18022</td>\n",
              "      <td>16743</td>\n",
              "      <td>56588</td>\n",
              "      <td>70016</td>\n",
              "      <td>5513</td>\n",
              "      <td>98957</td>\n",
              "      <td>26202</td>\n",
              "      <td>82478</td>\n",
              "      <td>94609</td>\n",
              "      <td>67459</td>\n",
              "      <td>31039</td>\n",
              "      <td>71759</td>\n",
              "      <td>50640</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>20797</td>\n",
              "      <td>27783</td>\n",
              "      <td>7410</td>\n",
              "      <td>41352</td>\n",
              "      <td>31729</td>\n",
              "      <td>7436</td>\n",
              "      <td>74758</td>\n",
              "      <td>94694</td>\n",
              "      <td>2243</td>\n",
              "      <td>90760</td>\n",
              "      <td>20663</td>\n",
              "      <td>74261</td>\n",
              "      <td>78947</td>\n",
              "      <td>28253</td>\n",
              "      <td>26745</td>\n",
              "      <td>77111</td>\n",
              "      <td>844</td>\n",
              "      <td>85656</td>\n",
              "      <td>29786</td>\n",
              "      <td>44607</td>\n",
              "      <td>43588</td>\n",
              "      <td>77268</td>\n",
              "      <td>9719</td>\n",
              "      <td>9706</td>\n",
              "      <td>75182</td>\n",
              "      <td>22890</td>\n",
              "      <td>13435</td>\n",
              "      <td>30829</td>\n",
              "      <td>81842</td>\n",
              "      <td>97597</td>\n",
              "      <td>68936</td>\n",
              "      <td>7479</td>\n",
              "      <td>47934</td>\n",
              "      <td>61127</td>\n",
              "      <td>79613</td>\n",
              "      <td>31963</td>\n",
              "      <td>85730</td>\n",
              "      <td>55934</td>\n",
              "      <td>70716</td>\n",
              "      <td>72771</td>\n",
              "      <td>...</td>\n",
              "      <td>36622</td>\n",
              "      <td>15304</td>\n",
              "      <td>15429</td>\n",
              "      <td>70069</td>\n",
              "      <td>73651</td>\n",
              "      <td>85748</td>\n",
              "      <td>21408</td>\n",
              "      <td>84607</td>\n",
              "      <td>31752</td>\n",
              "      <td>77124</td>\n",
              "      <td>51568</td>\n",
              "      <td>90925</td>\n",
              "      <td>28917</td>\n",
              "      <td>5761</td>\n",
              "      <td>83574</td>\n",
              "      <td>88994</td>\n",
              "      <td>24912</td>\n",
              "      <td>39666</td>\n",
              "      <td>55163</td>\n",
              "      <td>53295</td>\n",
              "      <td>71598</td>\n",
              "      <td>31</td>\n",
              "      <td>11052</td>\n",
              "      <td>90011</td>\n",
              "      <td>32165</td>\n",
              "      <td>38840</td>\n",
              "      <td>17136</td>\n",
              "      <td>30660</td>\n",
              "      <td>20349</td>\n",
              "      <td>51336</td>\n",
              "      <td>35869</td>\n",
              "      <td>37010</td>\n",
              "      <td>61016</td>\n",
              "      <td>5833</td>\n",
              "      <td>48214</td>\n",
              "      <td>55853</td>\n",
              "      <td>36975</td>\n",
              "      <td>3406</td>\n",
              "      <td>41245</td>\n",
              "      <td>16305</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>60386</td>\n",
              "      <td>94228</td>\n",
              "      <td>76277</td>\n",
              "      <td>22441</td>\n",
              "      <td>96229</td>\n",
              "      <td>31482</td>\n",
              "      <td>6458</td>\n",
              "      <td>45928</td>\n",
              "      <td>88204</td>\n",
              "      <td>89895</td>\n",
              "      <td>75081</td>\n",
              "      <td>21192</td>\n",
              "      <td>8748</td>\n",
              "      <td>42293</td>\n",
              "      <td>36790</td>\n",
              "      <td>75789</td>\n",
              "      <td>59575</td>\n",
              "      <td>72998</td>\n",
              "      <td>49921</td>\n",
              "      <td>78039</td>\n",
              "      <td>29613</td>\n",
              "      <td>12147</td>\n",
              "      <td>19988</td>\n",
              "      <td>69288</td>\n",
              "      <td>24394</td>\n",
              "      <td>74215</td>\n",
              "      <td>1770</td>\n",
              "      <td>94880</td>\n",
              "      <td>85567</td>\n",
              "      <td>72087</td>\n",
              "      <td>72016</td>\n",
              "      <td>22528</td>\n",
              "      <td>49790</td>\n",
              "      <td>21386</td>\n",
              "      <td>16021</td>\n",
              "      <td>78935</td>\n",
              "      <td>22374</td>\n",
              "      <td>70726</td>\n",
              "      <td>41201</td>\n",
              "      <td>15413</td>\n",
              "      <td>...</td>\n",
              "      <td>76653</td>\n",
              "      <td>54733</td>\n",
              "      <td>7074</td>\n",
              "      <td>5150</td>\n",
              "      <td>28140</td>\n",
              "      <td>68954</td>\n",
              "      <td>97868</td>\n",
              "      <td>1317</td>\n",
              "      <td>23027</td>\n",
              "      <td>65701</td>\n",
              "      <td>44579</td>\n",
              "      <td>97302</td>\n",
              "      <td>89878</td>\n",
              "      <td>65374</td>\n",
              "      <td>28405</td>\n",
              "      <td>43494</td>\n",
              "      <td>76187</td>\n",
              "      <td>69834</td>\n",
              "      <td>70428</td>\n",
              "      <td>91374</td>\n",
              "      <td>58695</td>\n",
              "      <td>4914</td>\n",
              "      <td>10846</td>\n",
              "      <td>30278</td>\n",
              "      <td>35405</td>\n",
              "      <td>87076</td>\n",
              "      <td>27207</td>\n",
              "      <td>55977</td>\n",
              "      <td>68009</td>\n",
              "      <td>21078</td>\n",
              "      <td>53363</td>\n",
              "      <td>80622</td>\n",
              "      <td>28151</td>\n",
              "      <td>50334</td>\n",
              "      <td>80203</td>\n",
              "      <td>75543</td>\n",
              "      <td>7266</td>\n",
              "      <td>14412</td>\n",
              "      <td>15170</td>\n",
              "      <td>99885</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>19184</td>\n",
              "      <td>49665</td>\n",
              "      <td>82443</td>\n",
              "      <td>55398</td>\n",
              "      <td>25148</td>\n",
              "      <td>86693</td>\n",
              "      <td>2738</td>\n",
              "      <td>26750</td>\n",
              "      <td>78217</td>\n",
              "      <td>96581</td>\n",
              "      <td>71055</td>\n",
              "      <td>65632</td>\n",
              "      <td>83595</td>\n",
              "      <td>32185</td>\n",
              "      <td>62022</td>\n",
              "      <td>91720</td>\n",
              "      <td>3423</td>\n",
              "      <td>31434</td>\n",
              "      <td>11783</td>\n",
              "      <td>12103</td>\n",
              "      <td>58652</td>\n",
              "      <td>40013</td>\n",
              "      <td>77771</td>\n",
              "      <td>40161</td>\n",
              "      <td>63822</td>\n",
              "      <td>24936</td>\n",
              "      <td>86159</td>\n",
              "      <td>89182</td>\n",
              "      <td>87378</td>\n",
              "      <td>46777</td>\n",
              "      <td>23639</td>\n",
              "      <td>51930</td>\n",
              "      <td>67059</td>\n",
              "      <td>53699</td>\n",
              "      <td>52535</td>\n",
              "      <td>90324</td>\n",
              "      <td>54923</td>\n",
              "      <td>13810</td>\n",
              "      <td>81867</td>\n",
              "      <td>24427</td>\n",
              "      <td>...</td>\n",
              "      <td>43737</td>\n",
              "      <td>65884</td>\n",
              "      <td>61156</td>\n",
              "      <td>99630</td>\n",
              "      <td>70185</td>\n",
              "      <td>92442</td>\n",
              "      <td>88692</td>\n",
              "      <td>21419</td>\n",
              "      <td>50554</td>\n",
              "      <td>30060</td>\n",
              "      <td>57542</td>\n",
              "      <td>85915</td>\n",
              "      <td>21702</td>\n",
              "      <td>54199</td>\n",
              "      <td>85661</td>\n",
              "      <td>36471</td>\n",
              "      <td>42022</td>\n",
              "      <td>7805</td>\n",
              "      <td>24429</td>\n",
              "      <td>53246</td>\n",
              "      <td>91756</td>\n",
              "      <td>90624</td>\n",
              "      <td>26520</td>\n",
              "      <td>66023</td>\n",
              "      <td>1453</td>\n",
              "      <td>7767</td>\n",
              "      <td>379</td>\n",
              "      <td>27445</td>\n",
              "      <td>54284</td>\n",
              "      <td>44968</td>\n",
              "      <td>42098</td>\n",
              "      <td>10211</td>\n",
              "      <td>9345</td>\n",
              "      <td>66364</td>\n",
              "      <td>34700</td>\n",
              "      <td>36601</td>\n",
              "      <td>6370</td>\n",
              "      <td>8803</td>\n",
              "      <td>78080</td>\n",
              "      <td>38958</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>47524</td>\n",
              "      <td>31132</td>\n",
              "      <td>96962</td>\n",
              "      <td>29038</td>\n",
              "      <td>31648</td>\n",
              "      <td>96948</td>\n",
              "      <td>36753</td>\n",
              "      <td>12784</td>\n",
              "      <td>95902</td>\n",
              "      <td>79506</td>\n",
              "      <td>30094</td>\n",
              "      <td>9551</td>\n",
              "      <td>94370</td>\n",
              "      <td>99735</td>\n",
              "      <td>37146</td>\n",
              "      <td>69233</td>\n",
              "      <td>643</td>\n",
              "      <td>78909</td>\n",
              "      <td>10583</td>\n",
              "      <td>38341</td>\n",
              "      <td>16788</td>\n",
              "      <td>10090</td>\n",
              "      <td>61415</td>\n",
              "      <td>17510</td>\n",
              "      <td>79024</td>\n",
              "      <td>79441</td>\n",
              "      <td>22463</td>\n",
              "      <td>27073</td>\n",
              "      <td>55899</td>\n",
              "      <td>82543</td>\n",
              "      <td>76107</td>\n",
              "      <td>25823</td>\n",
              "      <td>45993</td>\n",
              "      <td>2589</td>\n",
              "      <td>26526</td>\n",
              "      <td>52631</td>\n",
              "      <td>63412</td>\n",
              "      <td>76518</td>\n",
              "      <td>45223</td>\n",
              "      <td>39239</td>\n",
              "      <td>...</td>\n",
              "      <td>2438</td>\n",
              "      <td>47430</td>\n",
              "      <td>84849</td>\n",
              "      <td>57342</td>\n",
              "      <td>37861</td>\n",
              "      <td>52120</td>\n",
              "      <td>59206</td>\n",
              "      <td>46403</td>\n",
              "      <td>46267</td>\n",
              "      <td>92200</td>\n",
              "      <td>33348</td>\n",
              "      <td>23589</td>\n",
              "      <td>43304</td>\n",
              "      <td>89510</td>\n",
              "      <td>80830</td>\n",
              "      <td>17039</td>\n",
              "      <td>58547</td>\n",
              "      <td>72646</td>\n",
              "      <td>65131</td>\n",
              "      <td>13530</td>\n",
              "      <td>13546</td>\n",
              "      <td>23422</td>\n",
              "      <td>92183</td>\n",
              "      <td>17317</td>\n",
              "      <td>5650</td>\n",
              "      <td>77150</td>\n",
              "      <td>57071</td>\n",
              "      <td>51919</td>\n",
              "      <td>92519</td>\n",
              "      <td>39129</td>\n",
              "      <td>65004</td>\n",
              "      <td>23789</td>\n",
              "      <td>17686</td>\n",
              "      <td>22415</td>\n",
              "      <td>87537</td>\n",
              "      <td>43358</td>\n",
              "      <td>76589</td>\n",
              "      <td>69729</td>\n",
              "      <td>35947</td>\n",
              "      <td>68190</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>5</th>\n",
              "      <td>33406</td>\n",
              "      <td>59665</td>\n",
              "      <td>24829</td>\n",
              "      <td>82070</td>\n",
              "      <td>67126</td>\n",
              "      <td>13757</td>\n",
              "      <td>64537</td>\n",
              "      <td>71692</td>\n",
              "      <td>9876</td>\n",
              "      <td>94641</td>\n",
              "      <td>69989</td>\n",
              "      <td>55762</td>\n",
              "      <td>37600</td>\n",
              "      <td>6500</td>\n",
              "      <td>50596</td>\n",
              "      <td>34613</td>\n",
              "      <td>53</td>\n",
              "      <td>98868</td>\n",
              "      <td>741</td>\n",
              "      <td>47414</td>\n",
              "      <td>64934</td>\n",
              "      <td>30046</td>\n",
              "      <td>78952</td>\n",
              "      <td>40807</td>\n",
              "      <td>44595</td>\n",
              "      <td>43456</td>\n",
              "      <td>12193</td>\n",
              "      <td>74156</td>\n",
              "      <td>5242</td>\n",
              "      <td>12214</td>\n",
              "      <td>39217</td>\n",
              "      <td>95074</td>\n",
              "      <td>86591</td>\n",
              "      <td>69053</td>\n",
              "      <td>55492</td>\n",
              "      <td>79720</td>\n",
              "      <td>42468</td>\n",
              "      <td>66473</td>\n",
              "      <td>64766</td>\n",
              "      <td>59240</td>\n",
              "      <td>...</td>\n",
              "      <td>22708</td>\n",
              "      <td>26155</td>\n",
              "      <td>92058</td>\n",
              "      <td>46056</td>\n",
              "      <td>47686</td>\n",
              "      <td>5716</td>\n",
              "      <td>13698</td>\n",
              "      <td>38395</td>\n",
              "      <td>30336</td>\n",
              "      <td>72989</td>\n",
              "      <td>42515</td>\n",
              "      <td>39020</td>\n",
              "      <td>74303</td>\n",
              "      <td>72443</td>\n",
              "      <td>8794</td>\n",
              "      <td>56427</td>\n",
              "      <td>72758</td>\n",
              "      <td>46980</td>\n",
              "      <td>59434</td>\n",
              "      <td>60622</td>\n",
              "      <td>44717</td>\n",
              "      <td>43805</td>\n",
              "      <td>14315</td>\n",
              "      <td>43324</td>\n",
              "      <td>18992</td>\n",
              "      <td>47233</td>\n",
              "      <td>71475</td>\n",
              "      <td>36595</td>\n",
              "      <td>63509</td>\n",
              "      <td>76002</td>\n",
              "      <td>19527</td>\n",
              "      <td>54268</td>\n",
              "      <td>53385</td>\n",
              "      <td>99635</td>\n",
              "      <td>94996</td>\n",
              "      <td>26016</td>\n",
              "      <td>1555</td>\n",
              "      <td>47430</td>\n",
              "      <td>53762</td>\n",
              "      <td>6015</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6</th>\n",
              "      <td>93821</td>\n",
              "      <td>61466</td>\n",
              "      <td>54049</td>\n",
              "      <td>82696</td>\n",
              "      <td>27185</td>\n",
              "      <td>88607</td>\n",
              "      <td>50758</td>\n",
              "      <td>20374</td>\n",
              "      <td>66314</td>\n",
              "      <td>90099</td>\n",
              "      <td>82962</td>\n",
              "      <td>66615</td>\n",
              "      <td>18637</td>\n",
              "      <td>24408</td>\n",
              "      <td>15837</td>\n",
              "      <td>33850</td>\n",
              "      <td>41370</td>\n",
              "      <td>79117</td>\n",
              "      <td>65000</td>\n",
              "      <td>12415</td>\n",
              "      <td>68727</td>\n",
              "      <td>17749</td>\n",
              "      <td>373</td>\n",
              "      <td>3449</td>\n",
              "      <td>92909</td>\n",
              "      <td>416</td>\n",
              "      <td>50904</td>\n",
              "      <td>44620</td>\n",
              "      <td>80050</td>\n",
              "      <td>28866</td>\n",
              "      <td>91570</td>\n",
              "      <td>78865</td>\n",
              "      <td>27439</td>\n",
              "      <td>67357</td>\n",
              "      <td>42162</td>\n",
              "      <td>52821</td>\n",
              "      <td>30785</td>\n",
              "      <td>69924</td>\n",
              "      <td>37952</td>\n",
              "      <td>54015</td>\n",
              "      <td>...</td>\n",
              "      <td>68779</td>\n",
              "      <td>99533</td>\n",
              "      <td>99020</td>\n",
              "      <td>51180</td>\n",
              "      <td>25556</td>\n",
              "      <td>94823</td>\n",
              "      <td>30631</td>\n",
              "      <td>51997</td>\n",
              "      <td>13405</td>\n",
              "      <td>30927</td>\n",
              "      <td>46899</td>\n",
              "      <td>2633</td>\n",
              "      <td>63950</td>\n",
              "      <td>3228</td>\n",
              "      <td>99154</td>\n",
              "      <td>24725</td>\n",
              "      <td>75375</td>\n",
              "      <td>42569</td>\n",
              "      <td>50988</td>\n",
              "      <td>46842</td>\n",
              "      <td>83473</td>\n",
              "      <td>79121</td>\n",
              "      <td>84430</td>\n",
              "      <td>87536</td>\n",
              "      <td>67785</td>\n",
              "      <td>82630</td>\n",
              "      <td>31693</td>\n",
              "      <td>33594</td>\n",
              "      <td>97371</td>\n",
              "      <td>25396</td>\n",
              "      <td>34438</td>\n",
              "      <td>4161</td>\n",
              "      <td>79244</td>\n",
              "      <td>78124</td>\n",
              "      <td>30867</td>\n",
              "      <td>10582</td>\n",
              "      <td>8653</td>\n",
              "      <td>18385</td>\n",
              "      <td>18659</td>\n",
              "      <td>76715</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>7</th>\n",
              "      <td>41434</td>\n",
              "      <td>86841</td>\n",
              "      <td>19260</td>\n",
              "      <td>63539</td>\n",
              "      <td>87836</td>\n",
              "      <td>37166</td>\n",
              "      <td>1905</td>\n",
              "      <td>65773</td>\n",
              "      <td>36383</td>\n",
              "      <td>14145</td>\n",
              "      <td>91487</td>\n",
              "      <td>62530</td>\n",
              "      <td>70841</td>\n",
              "      <td>52044</td>\n",
              "      <td>35710</td>\n",
              "      <td>31745</td>\n",
              "      <td>94576</td>\n",
              "      <td>27114</td>\n",
              "      <td>79557</td>\n",
              "      <td>30945</td>\n",
              "      <td>44407</td>\n",
              "      <td>43054</td>\n",
              "      <td>12235</td>\n",
              "      <td>79496</td>\n",
              "      <td>35880</td>\n",
              "      <td>38648</td>\n",
              "      <td>23460</td>\n",
              "      <td>36534</td>\n",
              "      <td>17335</td>\n",
              "      <td>80798</td>\n",
              "      <td>90553</td>\n",
              "      <td>26473</td>\n",
              "      <td>34702</td>\n",
              "      <td>78492</td>\n",
              "      <td>22426</td>\n",
              "      <td>65896</td>\n",
              "      <td>53968</td>\n",
              "      <td>81914</td>\n",
              "      <td>67903</td>\n",
              "      <td>23495</td>\n",
              "      <td>...</td>\n",
              "      <td>38433</td>\n",
              "      <td>95895</td>\n",
              "      <td>53702</td>\n",
              "      <td>36679</td>\n",
              "      <td>60966</td>\n",
              "      <td>12269</td>\n",
              "      <td>65265</td>\n",
              "      <td>27366</td>\n",
              "      <td>57126</td>\n",
              "      <td>29456</td>\n",
              "      <td>92904</td>\n",
              "      <td>62420</td>\n",
              "      <td>69231</td>\n",
              "      <td>88804</td>\n",
              "      <td>14308</td>\n",
              "      <td>29992</td>\n",
              "      <td>29784</td>\n",
              "      <td>20554</td>\n",
              "      <td>7397</td>\n",
              "      <td>32380</td>\n",
              "      <td>47707</td>\n",
              "      <td>18128</td>\n",
              "      <td>62014</td>\n",
              "      <td>81582</td>\n",
              "      <td>59706</td>\n",
              "      <td>39588</td>\n",
              "      <td>82739</td>\n",
              "      <td>68488</td>\n",
              "      <td>12646</td>\n",
              "      <td>63662</td>\n",
              "      <td>81632</td>\n",
              "      <td>56931</td>\n",
              "      <td>37704</td>\n",
              "      <td>40599</td>\n",
              "      <td>43977</td>\n",
              "      <td>92589</td>\n",
              "      <td>15430</td>\n",
              "      <td>46779</td>\n",
              "      <td>25901</td>\n",
              "      <td>63028</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>8</th>\n",
              "      <td>28595</td>\n",
              "      <td>59688</td>\n",
              "      <td>83597</td>\n",
              "      <td>9923</td>\n",
              "      <td>6790</td>\n",
              "      <td>23151</td>\n",
              "      <td>98732</td>\n",
              "      <td>42264</td>\n",
              "      <td>44274</td>\n",
              "      <td>70806</td>\n",
              "      <td>95548</td>\n",
              "      <td>12991</td>\n",
              "      <td>28399</td>\n",
              "      <td>86559</td>\n",
              "      <td>95278</td>\n",
              "      <td>15330</td>\n",
              "      <td>28252</td>\n",
              "      <td>76822</td>\n",
              "      <td>27235</td>\n",
              "      <td>89698</td>\n",
              "      <td>64303</td>\n",
              "      <td>69287</td>\n",
              "      <td>72545</td>\n",
              "      <td>23761</td>\n",
              "      <td>76348</td>\n",
              "      <td>17614</td>\n",
              "      <td>39834</td>\n",
              "      <td>57530</td>\n",
              "      <td>74334</td>\n",
              "      <td>54297</td>\n",
              "      <td>31955</td>\n",
              "      <td>33517</td>\n",
              "      <td>76025</td>\n",
              "      <td>21437</td>\n",
              "      <td>73588</td>\n",
              "      <td>84886</td>\n",
              "      <td>24226</td>\n",
              "      <td>88692</td>\n",
              "      <td>30611</td>\n",
              "      <td>44328</td>\n",
              "      <td>...</td>\n",
              "      <td>90525</td>\n",
              "      <td>76221</td>\n",
              "      <td>39677</td>\n",
              "      <td>97834</td>\n",
              "      <td>67046</td>\n",
              "      <td>58459</td>\n",
              "      <td>58365</td>\n",
              "      <td>57444</td>\n",
              "      <td>13587</td>\n",
              "      <td>2646</td>\n",
              "      <td>91281</td>\n",
              "      <td>14977</td>\n",
              "      <td>2475</td>\n",
              "      <td>85764</td>\n",
              "      <td>14358</td>\n",
              "      <td>3674</td>\n",
              "      <td>89837</td>\n",
              "      <td>92441</td>\n",
              "      <td>46708</td>\n",
              "      <td>76496</td>\n",
              "      <td>87712</td>\n",
              "      <td>3438</td>\n",
              "      <td>28692</td>\n",
              "      <td>56982</td>\n",
              "      <td>44516</td>\n",
              "      <td>64701</td>\n",
              "      <td>32260</td>\n",
              "      <td>18747</td>\n",
              "      <td>27983</td>\n",
              "      <td>58968</td>\n",
              "      <td>71208</td>\n",
              "      <td>65263</td>\n",
              "      <td>90157</td>\n",
              "      <td>76583</td>\n",
              "      <td>55146</td>\n",
              "      <td>45607</td>\n",
              "      <td>35063</td>\n",
              "      <td>93630</td>\n",
              "      <td>37934</td>\n",
              "      <td>71140</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>9</th>\n",
              "      <td>28518</td>\n",
              "      <td>97240</td>\n",
              "      <td>68302</td>\n",
              "      <td>24994</td>\n",
              "      <td>72270</td>\n",
              "      <td>39601</td>\n",
              "      <td>49006</td>\n",
              "      <td>16134</td>\n",
              "      <td>39203</td>\n",
              "      <td>69995</td>\n",
              "      <td>54027</td>\n",
              "      <td>22488</td>\n",
              "      <td>90009</td>\n",
              "      <td>13966</td>\n",
              "      <td>89213</td>\n",
              "      <td>98839</td>\n",
              "      <td>98793</td>\n",
              "      <td>74162</td>\n",
              "      <td>13695</td>\n",
              "      <td>16283</td>\n",
              "      <td>12241</td>\n",
              "      <td>10723</td>\n",
              "      <td>34459</td>\n",
              "      <td>83921</td>\n",
              "      <td>66644</td>\n",
              "      <td>92425</td>\n",
              "      <td>5947</td>\n",
              "      <td>19298</td>\n",
              "      <td>33346</td>\n",
              "      <td>8007</td>\n",
              "      <td>86367</td>\n",
              "      <td>69796</td>\n",
              "      <td>46337</td>\n",
              "      <td>19336</td>\n",
              "      <td>29338</td>\n",
              "      <td>12178</td>\n",
              "      <td>97524</td>\n",
              "      <td>42289</td>\n",
              "      <td>34305</td>\n",
              "      <td>46863</td>\n",
              "      <td>...</td>\n",
              "      <td>6518</td>\n",
              "      <td>87431</td>\n",
              "      <td>12612</td>\n",
              "      <td>70633</td>\n",
              "      <td>77937</td>\n",
              "      <td>18887</td>\n",
              "      <td>52249</td>\n",
              "      <td>76549</td>\n",
              "      <td>46322</td>\n",
              "      <td>54614</td>\n",
              "      <td>40894</td>\n",
              "      <td>79385</td>\n",
              "      <td>13153</td>\n",
              "      <td>51212</td>\n",
              "      <td>67309</td>\n",
              "      <td>69610</td>\n",
              "      <td>54890</td>\n",
              "      <td>53800</td>\n",
              "      <td>77068</td>\n",
              "      <td>65598</td>\n",
              "      <td>14949</td>\n",
              "      <td>7859</td>\n",
              "      <td>49216</td>\n",
              "      <td>65256</td>\n",
              "      <td>75352</td>\n",
              "      <td>67449</td>\n",
              "      <td>41132</td>\n",
              "      <td>92833</td>\n",
              "      <td>17944</td>\n",
              "      <td>16981</td>\n",
              "      <td>16236</td>\n",
              "      <td>27063</td>\n",
              "      <td>76683</td>\n",
              "      <td>10504</td>\n",
              "      <td>78725</td>\n",
              "      <td>9040</td>\n",
              "      <td>38456</td>\n",
              "      <td>11386</td>\n",
              "      <td>32614</td>\n",
              "      <td>86395</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10</th>\n",
              "      <td>45579</td>\n",
              "      <td>64469</td>\n",
              "      <td>74572</td>\n",
              "      <td>51038</td>\n",
              "      <td>86004</td>\n",
              "      <td>3203</td>\n",
              "      <td>5350</td>\n",
              "      <td>38833</td>\n",
              "      <td>9684</td>\n",
              "      <td>59424</td>\n",
              "      <td>6657</td>\n",
              "      <td>14728</td>\n",
              "      <td>92159</td>\n",
              "      <td>66364</td>\n",
              "      <td>24764</td>\n",
              "      <td>88227</td>\n",
              "      <td>17842</td>\n",
              "      <td>30326</td>\n",
              "      <td>42799</td>\n",
              "      <td>3218</td>\n",
              "      <td>53009</td>\n",
              "      <td>66670</td>\n",
              "      <td>83952</td>\n",
              "      <td>35154</td>\n",
              "      <td>65608</td>\n",
              "      <td>26103</td>\n",
              "      <td>674</td>\n",
              "      <td>74</td>\n",
              "      <td>44280</td>\n",
              "      <td>89802</td>\n",
              "      <td>29675</td>\n",
              "      <td>30924</td>\n",
              "      <td>15385</td>\n",
              "      <td>61680</td>\n",
              "      <td>81775</td>\n",
              "      <td>10475</td>\n",
              "      <td>83060</td>\n",
              "      <td>55371</td>\n",
              "      <td>73945</td>\n",
              "      <td>83955</td>\n",
              "      <td>...</td>\n",
              "      <td>56660</td>\n",
              "      <td>4337</td>\n",
              "      <td>61954</td>\n",
              "      <td>79859</td>\n",
              "      <td>75777</td>\n",
              "      <td>6373</td>\n",
              "      <td>92756</td>\n",
              "      <td>80197</td>\n",
              "      <td>11474</td>\n",
              "      <td>44539</td>\n",
              "      <td>54472</td>\n",
              "      <td>70407</td>\n",
              "      <td>36420</td>\n",
              "      <td>86144</td>\n",
              "      <td>24374</td>\n",
              "      <td>12077</td>\n",
              "      <td>88600</td>\n",
              "      <td>19387</td>\n",
              "      <td>39647</td>\n",
              "      <td>3799</td>\n",
              "      <td>67586</td>\n",
              "      <td>98783</td>\n",
              "      <td>31658</td>\n",
              "      <td>86520</td>\n",
              "      <td>99274</td>\n",
              "      <td>7716</td>\n",
              "      <td>59490</td>\n",
              "      <td>95086</td>\n",
              "      <td>61131</td>\n",
              "      <td>46150</td>\n",
              "      <td>38385</td>\n",
              "      <td>90642</td>\n",
              "      <td>69339</td>\n",
              "      <td>62891</td>\n",
              "      <td>91371</td>\n",
              "      <td>32235</td>\n",
              "      <td>93742</td>\n",
              "      <td>17919</td>\n",
              "      <td>85305</td>\n",
              "      <td>45001</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>11</th>\n",
              "      <td>48454</td>\n",
              "      <td>17221</td>\n",
              "      <td>4975</td>\n",
              "      <td>9282</td>\n",
              "      <td>65436</td>\n",
              "      <td>66731</td>\n",
              "      <td>42471</td>\n",
              "      <td>9209</td>\n",
              "      <td>63286</td>\n",
              "      <td>7183</td>\n",
              "      <td>29947</td>\n",
              "      <td>59438</td>\n",
              "      <td>76184</td>\n",
              "      <td>6809</td>\n",
              "      <td>66752</td>\n",
              "      <td>49920</td>\n",
              "      <td>25507</td>\n",
              "      <td>67759</td>\n",
              "      <td>21186</td>\n",
              "      <td>24034</td>\n",
              "      <td>49401</td>\n",
              "      <td>59811</td>\n",
              "      <td>47988</td>\n",
              "      <td>81696</td>\n",
              "      <td>9301</td>\n",
              "      <td>30444</td>\n",
              "      <td>26346</td>\n",
              "      <td>98896</td>\n",
              "      <td>35108</td>\n",
              "      <td>79952</td>\n",
              "      <td>14979</td>\n",
              "      <td>59764</td>\n",
              "      <td>59215</td>\n",
              "      <td>39330</td>\n",
              "      <td>56587</td>\n",
              "      <td>67703</td>\n",
              "      <td>63292</td>\n",
              "      <td>18771</td>\n",
              "      <td>4969</td>\n",
              "      <td>77961</td>\n",
              "      <td>...</td>\n",
              "      <td>31778</td>\n",
              "      <td>27367</td>\n",
              "      <td>92697</td>\n",
              "      <td>51993</td>\n",
              "      <td>55063</td>\n",
              "      <td>48514</td>\n",
              "      <td>23288</td>\n",
              "      <td>11013</td>\n",
              "      <td>45163</td>\n",
              "      <td>8087</td>\n",
              "      <td>92138</td>\n",
              "      <td>75366</td>\n",
              "      <td>44561</td>\n",
              "      <td>58727</td>\n",
              "      <td>42203</td>\n",
              "      <td>89369</td>\n",
              "      <td>48100</td>\n",
              "      <td>1758</td>\n",
              "      <td>16911</td>\n",
              "      <td>2831</td>\n",
              "      <td>1805</td>\n",
              "      <td>31316</td>\n",
              "      <td>15519</td>\n",
              "      <td>36010</td>\n",
              "      <td>19096</td>\n",
              "      <td>93243</td>\n",
              "      <td>37642</td>\n",
              "      <td>25649</td>\n",
              "      <td>97421</td>\n",
              "      <td>43235</td>\n",
              "      <td>97931</td>\n",
              "      <td>67724</td>\n",
              "      <td>12349</td>\n",
              "      <td>96179</td>\n",
              "      <td>2112</td>\n",
              "      <td>2448</td>\n",
              "      <td>92080</td>\n",
              "      <td>47705</td>\n",
              "      <td>43348</td>\n",
              "      <td>4586</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>12</th>\n",
              "      <td>29479</td>\n",
              "      <td>94071</td>\n",
              "      <td>77965</td>\n",
              "      <td>68845</td>\n",
              "      <td>40797</td>\n",
              "      <td>25045</td>\n",
              "      <td>81167</td>\n",
              "      <td>53705</td>\n",
              "      <td>43962</td>\n",
              "      <td>8501</td>\n",
              "      <td>99190</td>\n",
              "      <td>52492</td>\n",
              "      <td>72106</td>\n",
              "      <td>39370</td>\n",
              "      <td>88525</td>\n",
              "      <td>67452</td>\n",
              "      <td>19129</td>\n",
              "      <td>95593</td>\n",
              "      <td>47808</td>\n",
              "      <td>99377</td>\n",
              "      <td>8877</td>\n",
              "      <td>5890</td>\n",
              "      <td>98560</td>\n",
              "      <td>97059</td>\n",
              "      <td>10157</td>\n",
              "      <td>15871</td>\n",
              "      <td>22912</td>\n",
              "      <td>92055</td>\n",
              "      <td>4230</td>\n",
              "      <td>93228</td>\n",
              "      <td>86087</td>\n",
              "      <td>64753</td>\n",
              "      <td>12202</td>\n",
              "      <td>75508</td>\n",
              "      <td>26182</td>\n",
              "      <td>50955</td>\n",
              "      <td>94392</td>\n",
              "      <td>91708</td>\n",
              "      <td>44153</td>\n",
              "      <td>40045</td>\n",
              "      <td>...</td>\n",
              "      <td>2387</td>\n",
              "      <td>76939</td>\n",
              "      <td>21170</td>\n",
              "      <td>25143</td>\n",
              "      <td>94604</td>\n",
              "      <td>4628</td>\n",
              "      <td>51624</td>\n",
              "      <td>4788</td>\n",
              "      <td>26957</td>\n",
              "      <td>32902</td>\n",
              "      <td>25333</td>\n",
              "      <td>58746</td>\n",
              "      <td>93881</td>\n",
              "      <td>57671</td>\n",
              "      <td>92653</td>\n",
              "      <td>11490</td>\n",
              "      <td>10920</td>\n",
              "      <td>55532</td>\n",
              "      <td>57695</td>\n",
              "      <td>88087</td>\n",
              "      <td>64734</td>\n",
              "      <td>33296</td>\n",
              "      <td>90725</td>\n",
              "      <td>17371</td>\n",
              "      <td>19431</td>\n",
              "      <td>55996</td>\n",
              "      <td>21468</td>\n",
              "      <td>41572</td>\n",
              "      <td>5047</td>\n",
              "      <td>11281</td>\n",
              "      <td>54567</td>\n",
              "      <td>18427</td>\n",
              "      <td>53686</td>\n",
              "      <td>8015</td>\n",
              "      <td>47398</td>\n",
              "      <td>30067</td>\n",
              "      <td>36504</td>\n",
              "      <td>78620</td>\n",
              "      <td>30603</td>\n",
              "      <td>66290</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>13</th>\n",
              "      <td>43481</td>\n",
              "      <td>43629</td>\n",
              "      <td>25245</td>\n",
              "      <td>5477</td>\n",
              "      <td>29499</td>\n",
              "      <td>88973</td>\n",
              "      <td>59232</td>\n",
              "      <td>99175</td>\n",
              "      <td>29084</td>\n",
              "      <td>73675</td>\n",
              "      <td>1211</td>\n",
              "      <td>80054</td>\n",
              "      <td>97287</td>\n",
              "      <td>24954</td>\n",
              "      <td>22886</td>\n",
              "      <td>63717</td>\n",
              "      <td>41004</td>\n",
              "      <td>47</td>\n",
              "      <td>41332</td>\n",
              "      <td>40668</td>\n",
              "      <td>3633</td>\n",
              "      <td>44688</td>\n",
              "      <td>74530</td>\n",
              "      <td>61572</td>\n",
              "      <td>53396</td>\n",
              "      <td>74533</td>\n",
              "      <td>31005</td>\n",
              "      <td>9957</td>\n",
              "      <td>12235</td>\n",
              "      <td>84556</td>\n",
              "      <td>92277</td>\n",
              "      <td>27789</td>\n",
              "      <td>97328</td>\n",
              "      <td>1818</td>\n",
              "      <td>63033</td>\n",
              "      <td>37561</td>\n",
              "      <td>29539</td>\n",
              "      <td>95939</td>\n",
              "      <td>71969</td>\n",
              "      <td>77461</td>\n",
              "      <td>...</td>\n",
              "      <td>85973</td>\n",
              "      <td>38535</td>\n",
              "      <td>30513</td>\n",
              "      <td>5460</td>\n",
              "      <td>57709</td>\n",
              "      <td>76182</td>\n",
              "      <td>89961</td>\n",
              "      <td>68665</td>\n",
              "      <td>25742</td>\n",
              "      <td>56910</td>\n",
              "      <td>62425</td>\n",
              "      <td>79780</td>\n",
              "      <td>91753</td>\n",
              "      <td>74963</td>\n",
              "      <td>66351</td>\n",
              "      <td>13128</td>\n",
              "      <td>84023</td>\n",
              "      <td>13380</td>\n",
              "      <td>47153</td>\n",
              "      <td>82298</td>\n",
              "      <td>27347</td>\n",
              "      <td>72940</td>\n",
              "      <td>58908</td>\n",
              "      <td>65226</td>\n",
              "      <td>95400</td>\n",
              "      <td>66754</td>\n",
              "      <td>1029</td>\n",
              "      <td>63952</td>\n",
              "      <td>34627</td>\n",
              "      <td>26851</td>\n",
              "      <td>83726</td>\n",
              "      <td>7205</td>\n",
              "      <td>4245</td>\n",
              "      <td>62804</td>\n",
              "      <td>24897</td>\n",
              "      <td>96981</td>\n",
              "      <td>42964</td>\n",
              "      <td>74412</td>\n",
              "      <td>61525</td>\n",
              "      <td>80453</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>14</th>\n",
              "      <td>68807</td>\n",
              "      <td>51477</td>\n",
              "      <td>50128</td>\n",
              "      <td>67038</td>\n",
              "      <td>48419</td>\n",
              "      <td>85099</td>\n",
              "      <td>13258</td>\n",
              "      <td>54648</td>\n",
              "      <td>70828</td>\n",
              "      <td>71660</td>\n",
              "      <td>60390</td>\n",
              "      <td>52078</td>\n",
              "      <td>89530</td>\n",
              "      <td>93561</td>\n",
              "      <td>26455</td>\n",
              "      <td>91874</td>\n",
              "      <td>60241</td>\n",
              "      <td>45358</td>\n",
              "      <td>89499</td>\n",
              "      <td>15491</td>\n",
              "      <td>14627</td>\n",
              "      <td>14665</td>\n",
              "      <td>26353</td>\n",
              "      <td>14003</td>\n",
              "      <td>29300</td>\n",
              "      <td>6031</td>\n",
              "      <td>85758</td>\n",
              "      <td>95103</td>\n",
              "      <td>9167</td>\n",
              "      <td>30654</td>\n",
              "      <td>5771</td>\n",
              "      <td>6898</td>\n",
              "      <td>20783</td>\n",
              "      <td>33911</td>\n",
              "      <td>75837</td>\n",
              "      <td>98639</td>\n",
              "      <td>48516</td>\n",
              "      <td>96677</td>\n",
              "      <td>31273</td>\n",
              "      <td>78919</td>\n",
              "      <td>...</td>\n",
              "      <td>71056</td>\n",
              "      <td>46296</td>\n",
              "      <td>93658</td>\n",
              "      <td>14606</td>\n",
              "      <td>88245</td>\n",
              "      <td>89882</td>\n",
              "      <td>46635</td>\n",
              "      <td>63550</td>\n",
              "      <td>24294</td>\n",
              "      <td>91389</td>\n",
              "      <td>60172</td>\n",
              "      <td>93913</td>\n",
              "      <td>13173</td>\n",
              "      <td>56859</td>\n",
              "      <td>75720</td>\n",
              "      <td>7596</td>\n",
              "      <td>71478</td>\n",
              "      <td>53017</td>\n",
              "      <td>12509</td>\n",
              "      <td>25525</td>\n",
              "      <td>1156</td>\n",
              "      <td>30399</td>\n",
              "      <td>69591</td>\n",
              "      <td>32964</td>\n",
              "      <td>53191</td>\n",
              "      <td>53252</td>\n",
              "      <td>34845</td>\n",
              "      <td>13917</td>\n",
              "      <td>53028</td>\n",
              "      <td>16905</td>\n",
              "      <td>62258</td>\n",
              "      <td>73884</td>\n",
              "      <td>75490</td>\n",
              "      <td>56748</td>\n",
              "      <td>38268</td>\n",
              "      <td>7244</td>\n",
              "      <td>94472</td>\n",
              "      <td>76067</td>\n",
              "      <td>50502</td>\n",
              "      <td>74831</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>15</th>\n",
              "      <td>82982</td>\n",
              "      <td>68115</td>\n",
              "      <td>27259</td>\n",
              "      <td>59417</td>\n",
              "      <td>28522</td>\n",
              "      <td>13379</td>\n",
              "      <td>67250</td>\n",
              "      <td>20386</td>\n",
              "      <td>68587</td>\n",
              "      <td>34664</td>\n",
              "      <td>87031</td>\n",
              "      <td>52472</td>\n",
              "      <td>81886</td>\n",
              "      <td>61002</td>\n",
              "      <td>40327</td>\n",
              "      <td>50651</td>\n",
              "      <td>72082</td>\n",
              "      <td>36115</td>\n",
              "      <td>76440</td>\n",
              "      <td>8871</td>\n",
              "      <td>37421</td>\n",
              "      <td>56039</td>\n",
              "      <td>65971</td>\n",
              "      <td>62856</td>\n",
              "      <td>84488</td>\n",
              "      <td>22814</td>\n",
              "      <td>23277</td>\n",
              "      <td>49008</td>\n",
              "      <td>73113</td>\n",
              "      <td>26978</td>\n",
              "      <td>10013</td>\n",
              "      <td>65228</td>\n",
              "      <td>43523</td>\n",
              "      <td>44160</td>\n",
              "      <td>28179</td>\n",
              "      <td>20556</td>\n",
              "      <td>81628</td>\n",
              "      <td>92560</td>\n",
              "      <td>10090</td>\n",
              "      <td>81102</td>\n",
              "      <td>...</td>\n",
              "      <td>50115</td>\n",
              "      <td>44285</td>\n",
              "      <td>27443</td>\n",
              "      <td>73234</td>\n",
              "      <td>75998</td>\n",
              "      <td>67094</td>\n",
              "      <td>96481</td>\n",
              "      <td>59985</td>\n",
              "      <td>74311</td>\n",
              "      <td>38365</td>\n",
              "      <td>74301</td>\n",
              "      <td>89818</td>\n",
              "      <td>41992</td>\n",
              "      <td>14058</td>\n",
              "      <td>92022</td>\n",
              "      <td>15589</td>\n",
              "      <td>69678</td>\n",
              "      <td>86933</td>\n",
              "      <td>46550</td>\n",
              "      <td>79969</td>\n",
              "      <td>99742</td>\n",
              "      <td>82925</td>\n",
              "      <td>83129</td>\n",
              "      <td>9625</td>\n",
              "      <td>29492</td>\n",
              "      <td>2254</td>\n",
              "      <td>47879</td>\n",
              "      <td>96081</td>\n",
              "      <td>6293</td>\n",
              "      <td>68723</td>\n",
              "      <td>70986</td>\n",
              "      <td>6862</td>\n",
              "      <td>89405</td>\n",
              "      <td>68285</td>\n",
              "      <td>9266</td>\n",
              "      <td>6892</td>\n",
              "      <td>33134</td>\n",
              "      <td>32235</td>\n",
              "      <td>63799</td>\n",
              "      <td>44027</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>16</th>\n",
              "      <td>39861</td>\n",
              "      <td>66754</td>\n",
              "      <td>77146</td>\n",
              "      <td>17131</td>\n",
              "      <td>9694</td>\n",
              "      <td>87698</td>\n",
              "      <td>49163</td>\n",
              "      <td>79665</td>\n",
              "      <td>13686</td>\n",
              "      <td>88061</td>\n",
              "      <td>99774</td>\n",
              "      <td>46233</td>\n",
              "      <td>13709</td>\n",
              "      <td>75974</td>\n",
              "      <td>46413</td>\n",
              "      <td>94943</td>\n",
              "      <td>59411</td>\n",
              "      <td>72949</td>\n",
              "      <td>44764</td>\n",
              "      <td>76252</td>\n",
              "      <td>89507</td>\n",
              "      <td>570</td>\n",
              "      <td>45558</td>\n",
              "      <td>13858</td>\n",
              "      <td>78100</td>\n",
              "      <td>88363</td>\n",
              "      <td>6892</td>\n",
              "      <td>65307</td>\n",
              "      <td>84873</td>\n",
              "      <td>27350</td>\n",
              "      <td>30959</td>\n",
              "      <td>18499</td>\n",
              "      <td>26301</td>\n",
              "      <td>33169</td>\n",
              "      <td>26634</td>\n",
              "      <td>16599</td>\n",
              "      <td>8913</td>\n",
              "      <td>17527</td>\n",
              "      <td>27394</td>\n",
              "      <td>2268</td>\n",
              "      <td>...</td>\n",
              "      <td>22237</td>\n",
              "      <td>4168</td>\n",
              "      <td>26041</td>\n",
              "      <td>43384</td>\n",
              "      <td>28295</td>\n",
              "      <td>80709</td>\n",
              "      <td>49161</td>\n",
              "      <td>98184</td>\n",
              "      <td>51056</td>\n",
              "      <td>68105</td>\n",
              "      <td>10858</td>\n",
              "      <td>56355</td>\n",
              "      <td>40436</td>\n",
              "      <td>50562</td>\n",
              "      <td>26493</td>\n",
              "      <td>9674</td>\n",
              "      <td>52114</td>\n",
              "      <td>80161</td>\n",
              "      <td>16284</td>\n",
              "      <td>52407</td>\n",
              "      <td>40510</td>\n",
              "      <td>83212</td>\n",
              "      <td>34147</td>\n",
              "      <td>99928</td>\n",
              "      <td>43020</td>\n",
              "      <td>15387</td>\n",
              "      <td>74396</td>\n",
              "      <td>54421</td>\n",
              "      <td>5746</td>\n",
              "      <td>81467</td>\n",
              "      <td>51013</td>\n",
              "      <td>67812</td>\n",
              "      <td>18469</td>\n",
              "      <td>67318</td>\n",
              "      <td>73774</td>\n",
              "      <td>10131</td>\n",
              "      <td>79086</td>\n",
              "      <td>89698</td>\n",
              "      <td>29020</td>\n",
              "      <td>10915</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>17</th>\n",
              "      <td>85429</td>\n",
              "      <td>86410</td>\n",
              "      <td>1753</td>\n",
              "      <td>92733</td>\n",
              "      <td>91526</td>\n",
              "      <td>12567</td>\n",
              "      <td>91613</td>\n",
              "      <td>59021</td>\n",
              "      <td>27833</td>\n",
              "      <td>94789</td>\n",
              "      <td>41426</td>\n",
              "      <td>72848</td>\n",
              "      <td>22753</td>\n",
              "      <td>69850</td>\n",
              "      <td>4619</td>\n",
              "      <td>75831</td>\n",
              "      <td>43566</td>\n",
              "      <td>33751</td>\n",
              "      <td>32464</td>\n",
              "      <td>29787</td>\n",
              "      <td>31345</td>\n",
              "      <td>80894</td>\n",
              "      <td>78958</td>\n",
              "      <td>43302</td>\n",
              "      <td>88733</td>\n",
              "      <td>17996</td>\n",
              "      <td>65148</td>\n",
              "      <td>25967</td>\n",
              "      <td>62442</td>\n",
              "      <td>91391</td>\n",
              "      <td>77739</td>\n",
              "      <td>76213</td>\n",
              "      <td>49750</td>\n",
              "      <td>95482</td>\n",
              "      <td>48982</td>\n",
              "      <td>92349</td>\n",
              "      <td>88574</td>\n",
              "      <td>63070</td>\n",
              "      <td>61950</td>\n",
              "      <td>85571</td>\n",
              "      <td>...</td>\n",
              "      <td>6182</td>\n",
              "      <td>97331</td>\n",
              "      <td>56046</td>\n",
              "      <td>22206</td>\n",
              "      <td>90370</td>\n",
              "      <td>40581</td>\n",
              "      <td>41803</td>\n",
              "      <td>10067</td>\n",
              "      <td>6408</td>\n",
              "      <td>41980</td>\n",
              "      <td>63731</td>\n",
              "      <td>11352</td>\n",
              "      <td>61728</td>\n",
              "      <td>69003</td>\n",
              "      <td>29398</td>\n",
              "      <td>57126</td>\n",
              "      <td>33198</td>\n",
              "      <td>33514</td>\n",
              "      <td>26698</td>\n",
              "      <td>10336</td>\n",
              "      <td>50672</td>\n",
              "      <td>30438</td>\n",
              "      <td>1512</td>\n",
              "      <td>3556</td>\n",
              "      <td>46487</td>\n",
              "      <td>17948</td>\n",
              "      <td>39597</td>\n",
              "      <td>68017</td>\n",
              "      <td>40765</td>\n",
              "      <td>38375</td>\n",
              "      <td>39204</td>\n",
              "      <td>2038</td>\n",
              "      <td>92524</td>\n",
              "      <td>30292</td>\n",
              "      <td>88753</td>\n",
              "      <td>13712</td>\n",
              "      <td>85706</td>\n",
              "      <td>61787</td>\n",
              "      <td>94180</td>\n",
              "      <td>22206</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>18</th>\n",
              "      <td>45321</td>\n",
              "      <td>27061</td>\n",
              "      <td>68990</td>\n",
              "      <td>85344</td>\n",
              "      <td>12624</td>\n",
              "      <td>55958</td>\n",
              "      <td>14259</td>\n",
              "      <td>95841</td>\n",
              "      <td>42849</td>\n",
              "      <td>46715</td>\n",
              "      <td>49535</td>\n",
              "      <td>67335</td>\n",
              "      <td>12568</td>\n",
              "      <td>65559</td>\n",
              "      <td>2363</td>\n",
              "      <td>43810</td>\n",
              "      <td>13541</td>\n",
              "      <td>97342</td>\n",
              "      <td>15751</td>\n",
              "      <td>77245</td>\n",
              "      <td>42770</td>\n",
              "      <td>51158</td>\n",
              "      <td>81707</td>\n",
              "      <td>46647</td>\n",
              "      <td>54491</td>\n",
              "      <td>46718</td>\n",
              "      <td>98768</td>\n",
              "      <td>49193</td>\n",
              "      <td>14891</td>\n",
              "      <td>85</td>\n",
              "      <td>40369</td>\n",
              "      <td>75852</td>\n",
              "      <td>15549</td>\n",
              "      <td>95874</td>\n",
              "      <td>92976</td>\n",
              "      <td>57960</td>\n",
              "      <td>86378</td>\n",
              "      <td>14831</td>\n",
              "      <td>54166</td>\n",
              "      <td>27096</td>\n",
              "      <td>...</td>\n",
              "      <td>72946</td>\n",
              "      <td>16800</td>\n",
              "      <td>2364</td>\n",
              "      <td>84817</td>\n",
              "      <td>78806</td>\n",
              "      <td>24139</td>\n",
              "      <td>63290</td>\n",
              "      <td>11725</td>\n",
              "      <td>37200</td>\n",
              "      <td>87943</td>\n",
              "      <td>15272</td>\n",
              "      <td>81330</td>\n",
              "      <td>77976</td>\n",
              "      <td>91045</td>\n",
              "      <td>41443</td>\n",
              "      <td>83571</td>\n",
              "      <td>26111</td>\n",
              "      <td>94039</td>\n",
              "      <td>66076</td>\n",
              "      <td>29782</td>\n",
              "      <td>93706</td>\n",
              "      <td>55705</td>\n",
              "      <td>60681</td>\n",
              "      <td>43996</td>\n",
              "      <td>83746</td>\n",
              "      <td>49023</td>\n",
              "      <td>20360</td>\n",
              "      <td>46761</td>\n",
              "      <td>32920</td>\n",
              "      <td>96021</td>\n",
              "      <td>37065</td>\n",
              "      <td>4571</td>\n",
              "      <td>14248</td>\n",
              "      <td>95661</td>\n",
              "      <td>1068</td>\n",
              "      <td>59054</td>\n",
              "      <td>11086</td>\n",
              "      <td>80790</td>\n",
              "      <td>23299</td>\n",
              "      <td>24089</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>19</th>\n",
              "      <td>3704</td>\n",
              "      <td>23631</td>\n",
              "      <td>11188</td>\n",
              "      <td>1966</td>\n",
              "      <td>25270</td>\n",
              "      <td>27474</td>\n",
              "      <td>45083</td>\n",
              "      <td>34660</td>\n",
              "      <td>85218</td>\n",
              "      <td>41277</td>\n",
              "      <td>92991</td>\n",
              "      <td>4889</td>\n",
              "      <td>10609</td>\n",
              "      <td>41927</td>\n",
              "      <td>29481</td>\n",
              "      <td>39823</td>\n",
              "      <td>41522</td>\n",
              "      <td>91249</td>\n",
              "      <td>90301</td>\n",
              "      <td>15543</td>\n",
              "      <td>77382</td>\n",
              "      <td>65020</td>\n",
              "      <td>27454</td>\n",
              "      <td>95894</td>\n",
              "      <td>79487</td>\n",
              "      <td>41165</td>\n",
              "      <td>56775</td>\n",
              "      <td>52996</td>\n",
              "      <td>45193</td>\n",
              "      <td>3220</td>\n",
              "      <td>7398</td>\n",
              "      <td>66774</td>\n",
              "      <td>92732</td>\n",
              "      <td>66247</td>\n",
              "      <td>15125</td>\n",
              "      <td>82953</td>\n",
              "      <td>69774</td>\n",
              "      <td>19676</td>\n",
              "      <td>70319</td>\n",
              "      <td>21745</td>\n",
              "      <td>...</td>\n",
              "      <td>38822</td>\n",
              "      <td>80869</td>\n",
              "      <td>62800</td>\n",
              "      <td>73792</td>\n",
              "      <td>23371</td>\n",
              "      <td>55540</td>\n",
              "      <td>26282</td>\n",
              "      <td>43165</td>\n",
              "      <td>29754</td>\n",
              "      <td>38657</td>\n",
              "      <td>15809</td>\n",
              "      <td>33471</td>\n",
              "      <td>69050</td>\n",
              "      <td>54669</td>\n",
              "      <td>34872</td>\n",
              "      <td>57078</td>\n",
              "      <td>87978</td>\n",
              "      <td>54564</td>\n",
              "      <td>8171</td>\n",
              "      <td>98746</td>\n",
              "      <td>87301</td>\n",
              "      <td>3955</td>\n",
              "      <td>35495</td>\n",
              "      <td>24984</td>\n",
              "      <td>15482</td>\n",
              "      <td>59268</td>\n",
              "      <td>27302</td>\n",
              "      <td>81841</td>\n",
              "      <td>82896</td>\n",
              "      <td>42281</td>\n",
              "      <td>80544</td>\n",
              "      <td>20541</td>\n",
              "      <td>53582</td>\n",
              "      <td>81503</td>\n",
              "      <td>37815</td>\n",
              "      <td>34370</td>\n",
              "      <td>28403</td>\n",
              "      <td>79931</td>\n",
              "      <td>17152</td>\n",
              "      <td>65154</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>20 rows × 200 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "      0      1      2      3      4    ...    195    196    197    198    199\n",
              "0   31077  34208  71876  54784  23060  ...  94609  67459  31039  71759  50640\n",
              "1   20797  27783   7410  41352  31729  ...  55853  36975   3406  41245  16305\n",
              "2   60386  94228  76277  22441  96229  ...  75543   7266  14412  15170  99885\n",
              "3   19184  49665  82443  55398  25148  ...  36601   6370   8803  78080  38958\n",
              "4   47524  31132  96962  29038  31648  ...  43358  76589  69729  35947  68190\n",
              "5   33406  59665  24829  82070  67126  ...  26016   1555  47430  53762   6015\n",
              "6   93821  61466  54049  82696  27185  ...  10582   8653  18385  18659  76715\n",
              "7   41434  86841  19260  63539  87836  ...  92589  15430  46779  25901  63028\n",
              "8   28595  59688  83597   9923   6790  ...  45607  35063  93630  37934  71140\n",
              "9   28518  97240  68302  24994  72270  ...   9040  38456  11386  32614  86395\n",
              "10  45579  64469  74572  51038  86004  ...  32235  93742  17919  85305  45001\n",
              "11  48454  17221   4975   9282  65436  ...   2448  92080  47705  43348   4586\n",
              "12  29479  94071  77965  68845  40797  ...  30067  36504  78620  30603  66290\n",
              "13  43481  43629  25245   5477  29499  ...  96981  42964  74412  61525  80453\n",
              "14  68807  51477  50128  67038  48419  ...   7244  94472  76067  50502  74831\n",
              "15  82982  68115  27259  59417  28522  ...   6892  33134  32235  63799  44027\n",
              "16  39861  66754  77146  17131   9694  ...  10131  79086  89698  29020  10915\n",
              "17  85429  86410   1753  92733  91526  ...  13712  85706  61787  94180  22206\n",
              "18  45321  27061  68990  85344  12624  ...  59054  11086  80790  23299  24089\n",
              "19   3704  23631  11188   1966  25270  ...  34370  28403  79931  17152  65154\n",
              "\n",
              "[20 rows x 200 columns]"
            ]
          },
          "metadata": {},
          "execution_count": 35
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "Gp5zJt_qU8r5",
        "outputId": "e4530c3f-54de-47de-c3fa-1ab75bbb5143"
      },
      "source": [
        "print(\"SAMPLE : \")\n",
        "a = df_population2a\n",
        "ct = 0\n",
        "\n",
        "for i in range(0, 200):  # no. of columns\n",
        "    for j in range(0, 20):  # no. of rows\n",
        "        if(a[i][j] < 10000):  # Crietria for selection of the Random Numbers\n",
        "            if(ct < 40):  # Number of Elements to be chosen = 10\n",
        "                print(a[i][j], end = \" \")\n",
        "                ct = ct + 1"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "SAMPLE : \n",
            "3704 7410 4975 1753 9923 9282 5477 1966 6790 9694 7436 3203 6458 2738 1905 5350 2617 9209 2243 9876 9684 7183 8501 6657 1211 9551 4889 8748 6500 6809 4619 2363 844 3423 643 53 47 741 3218 8871 "
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 736
        },
        "id": "qlG0xzGbPteP",
        "outputId": "109c8044-345e-4816-b8a0-9c3610b1195d"
      },
      "source": [
        "# Category B - Size 2500\n",
        "df_population2b = pd.DataFrame(np.random.randint(0, 100000, size=(20, 125)))\n",
        "print(\"POPULATION : \")\n",
        "df_population2b"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "POPULATION : \n"
          ]
        },
        {
          "output_type": "execute_result",
          "data": {
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              "      <th>86</th>\n",
              "      <th>87</th>\n",
              "      <th>88</th>\n",
              "      <th>89</th>\n",
              "      <th>90</th>\n",
              "      <th>91</th>\n",
              "      <th>92</th>\n",
              "      <th>93</th>\n",
              "      <th>94</th>\n",
              "      <th>95</th>\n",
              "      <th>96</th>\n",
              "      <th>97</th>\n",
              "      <th>98</th>\n",
              "      <th>99</th>\n",
              "      <th>100</th>\n",
              "      <th>101</th>\n",
              "      <th>102</th>\n",
              "      <th>103</th>\n",
              "      <th>104</th>\n",
              "      <th>105</th>\n",
              "      <th>106</th>\n",
              "      <th>107</th>\n",
              "      <th>108</th>\n",
              "      <th>109</th>\n",
              "      <th>110</th>\n",
              "      <th>111</th>\n",
              "      <th>112</th>\n",
              "      <th>113</th>\n",
              "      <th>114</th>\n",
              "      <th>115</th>\n",
              "      <th>116</th>\n",
              "      <th>117</th>\n",
              "      <th>118</th>\n",
              "      <th>119</th>\n",
              "      <th>120</th>\n",
              "      <th>121</th>\n",
              "      <th>122</th>\n",
              "      <th>123</th>\n",
              "      <th>124</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>76449</td>\n",
              "      <td>7973</td>\n",
              "      <td>22267</td>\n",
              "      <td>72069</td>\n",
              "      <td>95661</td>\n",
              "      <td>92481</td>\n",
              "      <td>74302</td>\n",
              "      <td>60143</td>\n",
              "      <td>21135</td>\n",
              "      <td>67956</td>\n",
              "      <td>49823</td>\n",
              "      <td>49754</td>\n",
              "      <td>35505</td>\n",
              "      <td>18269</td>\n",
              "      <td>23736</td>\n",
              "      <td>16475</td>\n",
              "      <td>83539</td>\n",
              "      <td>8107</td>\n",
              "      <td>40359</td>\n",
              "      <td>10037</td>\n",
              "      <td>76302</td>\n",
              "      <td>75071</td>\n",
              "      <td>63973</td>\n",
              "      <td>44946</td>\n",
              "      <td>91242</td>\n",
              "      <td>96074</td>\n",
              "      <td>69992</td>\n",
              "      <td>97501</td>\n",
              "      <td>80970</td>\n",
              "      <td>28168</td>\n",
              "      <td>71793</td>\n",
              "      <td>50759</td>\n",
              "      <td>12728</td>\n",
              "      <td>53671</td>\n",
              "      <td>13322</td>\n",
              "      <td>82274</td>\n",
              "      <td>52193</td>\n",
              "      <td>76975</td>\n",
              "      <td>60304</td>\n",
              "      <td>60928</td>\n",
              "      <td>...</td>\n",
              "      <td>15317</td>\n",
              "      <td>62114</td>\n",
              "      <td>23309</td>\n",
              "      <td>75226</td>\n",
              "      <td>4488</td>\n",
              "      <td>70888</td>\n",
              "      <td>55121</td>\n",
              "      <td>54265</td>\n",
              "      <td>91619</td>\n",
              "      <td>41282</td>\n",
              "      <td>61186</td>\n",
              "      <td>43167</td>\n",
              "      <td>4690</td>\n",
              "      <td>11628</td>\n",
              "      <td>83687</td>\n",
              "      <td>24649</td>\n",
              "      <td>13081</td>\n",
              "      <td>4859</td>\n",
              "      <td>89350</td>\n",
              "      <td>36342</td>\n",
              "      <td>29174</td>\n",
              "      <td>34004</td>\n",
              "      <td>94741</td>\n",
              "      <td>2678</td>\n",
              "      <td>28881</td>\n",
              "      <td>33521</td>\n",
              "      <td>92813</td>\n",
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              "      <td>44627</td>\n",
              "      <td>42332</td>\n",
              "      <td>82068</td>\n",
              "      <td>43400</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>54926</td>\n",
              "      <td>68972</td>\n",
              "      <td>8171</td>\n",
              "      <td>58347</td>\n",
              "      <td>85059</td>\n",
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              "      <td>21618</td>\n",
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              "      <td>97620</td>\n",
              "      <td>32995</td>\n",
              "      <td>29124</td>\n",
              "      <td>52723</td>\n",
              "      <td>83956</td>\n",
              "      <td>93949</td>\n",
              "      <td>9051</td>\n",
              "      <td>55426</td>\n",
              "      <td>48576</td>\n",
              "      <td>14244</td>\n",
              "      <td>14248</td>\n",
              "      <td>48364</td>\n",
              "      <td>62442</td>\n",
              "      <td>66151</td>\n",
              "      <td>39603</td>\n",
              "      <td>78289</td>\n",
              "      <td>13251</td>\n",
              "      <td>30269</td>\n",
              "      <td>70527</td>\n",
              "      <td>10692</td>\n",
              "      <td>60587</td>\n",
              "      <td>87840</td>\n",
              "      <td>54711</td>\n",
              "      <td>39103</td>\n",
              "      <td>51049</td>\n",
              "      <td>17616</td>\n",
              "      <td>...</td>\n",
              "      <td>20961</td>\n",
              "      <td>48705</td>\n",
              "      <td>80199</td>\n",
              "      <td>49977</td>\n",
              "      <td>57556</td>\n",
              "      <td>8059</td>\n",
              "      <td>55145</td>\n",
              "      <td>5596</td>\n",
              "      <td>82118</td>\n",
              "      <td>76084</td>\n",
              "      <td>20026</td>\n",
              "      <td>16673</td>\n",
              "      <td>36790</td>\n",
              "      <td>91170</td>\n",
              "      <td>66098</td>\n",
              "      <td>60141</td>\n",
              "      <td>77203</td>\n",
              "      <td>95374</td>\n",
              "      <td>51522</td>\n",
              "      <td>64852</td>\n",
              "      <td>31155</td>\n",
              "      <td>34507</td>\n",
              "      <td>10999</td>\n",
              "      <td>40874</td>\n",
              "      <td>74252</td>\n",
              "      <td>42292</td>\n",
              "      <td>49600</td>\n",
              "      <td>26993</td>\n",
              "      <td>42577</td>\n",
              "      <td>18112</td>\n",
              "      <td>95128</td>\n",
              "      <td>67454</td>\n",
              "      <td>73526</td>\n",
              "      <td>17715</td>\n",
              "      <td>81494</td>\n",
              "      <td>20139</td>\n",
              "      <td>79767</td>\n",
              "      <td>32874</td>\n",
              "      <td>23774</td>\n",
              "      <td>58842</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>7953</td>\n",
              "      <td>60667</td>\n",
              "      <td>32981</td>\n",
              "      <td>74305</td>\n",
              "      <td>48803</td>\n",
              "      <td>30746</td>\n",
              "      <td>39162</td>\n",
              "      <td>46029</td>\n",
              "      <td>61582</td>\n",
              "      <td>59287</td>\n",
              "      <td>58477</td>\n",
              "      <td>54552</td>\n",
              "      <td>31908</td>\n",
              "      <td>95255</td>\n",
              "      <td>6980</td>\n",
              "      <td>36618</td>\n",
              "      <td>88517</td>\n",
              "      <td>6902</td>\n",
              "      <td>5760</td>\n",
              "      <td>3638</td>\n",
              "      <td>72901</td>\n",
              "      <td>23782</td>\n",
              "      <td>49649</td>\n",
              "      <td>91969</td>\n",
              "      <td>47562</td>\n",
              "      <td>76365</td>\n",
              "      <td>10005</td>\n",
              "      <td>57622</td>\n",
              "      <td>11741</td>\n",
              "      <td>51284</td>\n",
              "      <td>82956</td>\n",
              "      <td>59485</td>\n",
              "      <td>74122</td>\n",
              "      <td>72855</td>\n",
              "      <td>70435</td>\n",
              "      <td>62734</td>\n",
              "      <td>98528</td>\n",
              "      <td>6751</td>\n",
              "      <td>8675</td>\n",
              "      <td>61821</td>\n",
              "      <td>...</td>\n",
              "      <td>59751</td>\n",
              "      <td>21013</td>\n",
              "      <td>93924</td>\n",
              "      <td>41531</td>\n",
              "      <td>38775</td>\n",
              "      <td>87516</td>\n",
              "      <td>41489</td>\n",
              "      <td>92927</td>\n",
              "      <td>85268</td>\n",
              "      <td>54188</td>\n",
              "      <td>31593</td>\n",
              "      <td>72032</td>\n",
              "      <td>70571</td>\n",
              "      <td>90098</td>\n",
              "      <td>10651</td>\n",
              "      <td>51660</td>\n",
              "      <td>19407</td>\n",
              "      <td>4033</td>\n",
              "      <td>91133</td>\n",
              "      <td>78118</td>\n",
              "      <td>2803</td>\n",
              "      <td>97455</td>\n",
              "      <td>89728</td>\n",
              "      <td>28636</td>\n",
              "      <td>26921</td>\n",
              "      <td>77039</td>\n",
              "      <td>84298</td>\n",
              "      <td>58595</td>\n",
              "      <td>162</td>\n",
              "      <td>57233</td>\n",
              "      <td>71291</td>\n",
              "      <td>5296</td>\n",
              "      <td>28708</td>\n",
              "      <td>6541</td>\n",
              "      <td>21748</td>\n",
              "      <td>68936</td>\n",
              "      <td>54405</td>\n",
              "      <td>61441</td>\n",
              "      <td>5140</td>\n",
              "      <td>95086</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>13931</td>\n",
              "      <td>24224</td>\n",
              "      <td>47383</td>\n",
              "      <td>44749</td>\n",
              "      <td>63689</td>\n",
              "      <td>38793</td>\n",
              "      <td>34457</td>\n",
              "      <td>40184</td>\n",
              "      <td>80919</td>\n",
              "      <td>26945</td>\n",
              "      <td>75987</td>\n",
              "      <td>85083</td>\n",
              "      <td>60135</td>\n",
              "      <td>73360</td>\n",
              "      <td>52972</td>\n",
              "      <td>28060</td>\n",
              "      <td>78905</td>\n",
              "      <td>74241</td>\n",
              "      <td>33736</td>\n",
              "      <td>11502</td>\n",
              "      <td>22750</td>\n",
              "      <td>45398</td>\n",
              "      <td>88619</td>\n",
              "      <td>53042</td>\n",
              "      <td>25330</td>\n",
              "      <td>31252</td>\n",
              "      <td>26604</td>\n",
              "      <td>98902</td>\n",
              "      <td>2054</td>\n",
              "      <td>25558</td>\n",
              "      <td>14876</td>\n",
              "      <td>26258</td>\n",
              "      <td>99005</td>\n",
              "      <td>55987</td>\n",
              "      <td>52879</td>\n",
              "      <td>83117</td>\n",
              "      <td>48986</td>\n",
              "      <td>83642</td>\n",
              "      <td>18107</td>\n",
              "      <td>3122</td>\n",
              "      <td>...</td>\n",
              "      <td>59606</td>\n",
              "      <td>213</td>\n",
              "      <td>31944</td>\n",
              "      <td>11918</td>\n",
              "      <td>83813</td>\n",
              "      <td>9537</td>\n",
              "      <td>74996</td>\n",
              "      <td>2827</td>\n",
              "      <td>71700</td>\n",
              "      <td>37249</td>\n",
              "      <td>93805</td>\n",
              "      <td>87587</td>\n",
              "      <td>51883</td>\n",
              "      <td>10624</td>\n",
              "      <td>5649</td>\n",
              "      <td>22249</td>\n",
              "      <td>39112</td>\n",
              "      <td>27395</td>\n",
              "      <td>34393</td>\n",
              "      <td>34241</td>\n",
              "      <td>51522</td>\n",
              "      <td>6635</td>\n",
              "      <td>38654</td>\n",
              "      <td>49054</td>\n",
              "      <td>32332</td>\n",
              "      <td>72002</td>\n",
              "      <td>13231</td>\n",
              "      <td>55850</td>\n",
              "      <td>56462</td>\n",
              "      <td>47221</td>\n",
              "      <td>74288</td>\n",
              "      <td>47342</td>\n",
              "      <td>43129</td>\n",
              "      <td>60444</td>\n",
              "      <td>86533</td>\n",
              "      <td>90268</td>\n",
              "      <td>81661</td>\n",
              "      <td>44949</td>\n",
              "      <td>81697</td>\n",
              "      <td>14371</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>51608</td>\n",
              "      <td>8224</td>\n",
              "      <td>23584</td>\n",
              "      <td>67719</td>\n",
              "      <td>48171</td>\n",
              "      <td>30</td>\n",
              "      <td>56700</td>\n",
              "      <td>61996</td>\n",
              "      <td>3535</td>\n",
              "      <td>19810</td>\n",
              "      <td>11192</td>\n",
              "      <td>32095</td>\n",
              "      <td>92836</td>\n",
              "      <td>10618</td>\n",
              "      <td>94250</td>\n",
              "      <td>44096</td>\n",
              "      <td>97238</td>\n",
              "      <td>70791</td>\n",
              "      <td>12190</td>\n",
              "      <td>41608</td>\n",
              "      <td>30729</td>\n",
              "      <td>67320</td>\n",
              "      <td>5641</td>\n",
              "      <td>57123</td>\n",
              "      <td>13738</td>\n",
              "      <td>67114</td>\n",
              "      <td>4187</td>\n",
              "      <td>21385</td>\n",
              "      <td>7904</td>\n",
              "      <td>78462</td>\n",
              "      <td>20194</td>\n",
              "      <td>12026</td>\n",
              "      <td>68456</td>\n",
              "      <td>60738</td>\n",
              "      <td>96565</td>\n",
              "      <td>38333</td>\n",
              "      <td>58310</td>\n",
              "      <td>21862</td>\n",
              "      <td>68476</td>\n",
              "      <td>12360</td>\n",
              "      <td>...</td>\n",
              "      <td>16598</td>\n",
              "      <td>84051</td>\n",
              "      <td>91986</td>\n",
              "      <td>16087</td>\n",
              "      <td>71232</td>\n",
              "      <td>45763</td>\n",
              "      <td>25757</td>\n",
              "      <td>16088</td>\n",
              "      <td>91175</td>\n",
              "      <td>66770</td>\n",
              "      <td>16375</td>\n",
              "      <td>26622</td>\n",
              "      <td>21524</td>\n",
              "      <td>94729</td>\n",
              "      <td>13810</td>\n",
              "      <td>35106</td>\n",
              "      <td>11110</td>\n",
              "      <td>43165</td>\n",
              "      <td>24820</td>\n",
              "      <td>64587</td>\n",
              "      <td>25590</td>\n",
              "      <td>29515</td>\n",
              "      <td>27483</td>\n",
              "      <td>84682</td>\n",
              "      <td>87425</td>\n",
              "      <td>94432</td>\n",
              "      <td>24910</td>\n",
              "      <td>98749</td>\n",
              "      <td>35153</td>\n",
              "      <td>75174</td>\n",
              "      <td>62771</td>\n",
              "      <td>22008</td>\n",
              "      <td>71338</td>\n",
              "      <td>60347</td>\n",
              "      <td>25727</td>\n",
              "      <td>4533</td>\n",
              "      <td>24369</td>\n",
              "      <td>65342</td>\n",
              "      <td>33080</td>\n",
              "      <td>24389</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>5</th>\n",
              "      <td>43730</td>\n",
              "      <td>93865</td>\n",
              "      <td>1829</td>\n",
              "      <td>18810</td>\n",
              "      <td>36502</td>\n",
              "      <td>5609</td>\n",
              "      <td>27395</td>\n",
              "      <td>81298</td>\n",
              "      <td>19485</td>\n",
              "      <td>35499</td>\n",
              "      <td>64353</td>\n",
              "      <td>58015</td>\n",
              "      <td>28846</td>\n",
              "      <td>57919</td>\n",
              "      <td>62035</td>\n",
              "      <td>28197</td>\n",
              "      <td>87625</td>\n",
              "      <td>4106</td>\n",
              "      <td>48785</td>\n",
              "      <td>40994</td>\n",
              "      <td>67576</td>\n",
              "      <td>84825</td>\n",
              "      <td>27332</td>\n",
              "      <td>91985</td>\n",
              "      <td>28814</td>\n",
              "      <td>51554</td>\n",
              "      <td>42948</td>\n",
              "      <td>7596</td>\n",
              "      <td>87561</td>\n",
              "      <td>67405</td>\n",
              "      <td>41856</td>\n",
              "      <td>25587</td>\n",
              "      <td>70351</td>\n",
              "      <td>34480</td>\n",
              "      <td>44420</td>\n",
              "      <td>33190</td>\n",
              "      <td>30979</td>\n",
              "      <td>9348</td>\n",
              "      <td>95943</td>\n",
              "      <td>73291</td>\n",
              "      <td>...</td>\n",
              "      <td>69673</td>\n",
              "      <td>7418</td>\n",
              "      <td>58037</td>\n",
              "      <td>84294</td>\n",
              "      <td>40452</td>\n",
              "      <td>93671</td>\n",
              "      <td>94</td>\n",
              "      <td>36081</td>\n",
              "      <td>47981</td>\n",
              "      <td>4924</td>\n",
              "      <td>46332</td>\n",
              "      <td>5509</td>\n",
              "      <td>74794</td>\n",
              "      <td>68854</td>\n",
              "      <td>81767</td>\n",
              "      <td>20905</td>\n",
              "      <td>38792</td>\n",
              "      <td>18088</td>\n",
              "      <td>94478</td>\n",
              "      <td>77270</td>\n",
              "      <td>68819</td>\n",
              "      <td>20159</td>\n",
              "      <td>97857</td>\n",
              "      <td>41349</td>\n",
              "      <td>42591</td>\n",
              "      <td>66319</td>\n",
              "      <td>3420</td>\n",
              "      <td>41507</td>\n",
              "      <td>60055</td>\n",
              "      <td>55134</td>\n",
              "      <td>89793</td>\n",
              "      <td>40561</td>\n",
              "      <td>76214</td>\n",
              "      <td>57612</td>\n",
              "      <td>27677</td>\n",
              "      <td>32140</td>\n",
              "      <td>37000</td>\n",
              "      <td>28660</td>\n",
              "      <td>35724</td>\n",
              "      <td>77253</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6</th>\n",
              "      <td>74432</td>\n",
              "      <td>77829</td>\n",
              "      <td>6619</td>\n",
              "      <td>20987</td>\n",
              "      <td>61870</td>\n",
              "      <td>96938</td>\n",
              "      <td>87380</td>\n",
              "      <td>26081</td>\n",
              "      <td>87851</td>\n",
              "      <td>56277</td>\n",
              "      <td>70020</td>\n",
              "      <td>97158</td>\n",
              "      <td>9002</td>\n",
              "      <td>14741</td>\n",
              "      <td>73524</td>\n",
              "      <td>77620</td>\n",
              "      <td>77155</td>\n",
              "      <td>74481</td>\n",
              "      <td>88513</td>\n",
              "      <td>94293</td>\n",
              "      <td>35606</td>\n",
              "      <td>55949</td>\n",
              "      <td>1560</td>\n",
              "      <td>26867</td>\n",
              "      <td>50073</td>\n",
              "      <td>7770</td>\n",
              "      <td>82914</td>\n",
              "      <td>24752</td>\n",
              "      <td>81490</td>\n",
              "      <td>75349</td>\n",
              "      <td>68410</td>\n",
              "      <td>12883</td>\n",
              "      <td>29333</td>\n",
              "      <td>37782</td>\n",
              "      <td>81130</td>\n",
              "      <td>19534</td>\n",
              "      <td>18702</td>\n",
              "      <td>1483</td>\n",
              "      <td>20121</td>\n",
              "      <td>32548</td>\n",
              "      <td>...</td>\n",
              "      <td>98473</td>\n",
              "      <td>80497</td>\n",
              "      <td>80351</td>\n",
              "      <td>13599</td>\n",
              "      <td>14017</td>\n",
              "      <td>88859</td>\n",
              "      <td>92098</td>\n",
              "      <td>65593</td>\n",
              "      <td>46732</td>\n",
              "      <td>61198</td>\n",
              "      <td>95239</td>\n",
              "      <td>59920</td>\n",
              "      <td>71310</td>\n",
              "      <td>31632</td>\n",
              "      <td>36786</td>\n",
              "      <td>15672</td>\n",
              "      <td>77287</td>\n",
              "      <td>57760</td>\n",
              "      <td>46046</td>\n",
              "      <td>91627</td>\n",
              "      <td>50407</td>\n",
              "      <td>20456</td>\n",
              "      <td>97191</td>\n",
              "      <td>25385</td>\n",
              "      <td>77779</td>\n",
              "      <td>13349</td>\n",
              "      <td>2896</td>\n",
              "      <td>26079</td>\n",
              "      <td>3004</td>\n",
              "      <td>95003</td>\n",
              "      <td>14171</td>\n",
              "      <td>821</td>\n",
              "      <td>14346</td>\n",
              "      <td>32738</td>\n",
              "      <td>68958</td>\n",
              "      <td>51763</td>\n",
              "      <td>66067</td>\n",
              "      <td>79284</td>\n",
              "      <td>61840</td>\n",
              "      <td>76568</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>7</th>\n",
              "      <td>55750</td>\n",
              "      <td>14525</td>\n",
              "      <td>29109</td>\n",
              "      <td>9316</td>\n",
              "      <td>6477</td>\n",
              "      <td>84031</td>\n",
              "      <td>40463</td>\n",
              "      <td>91619</td>\n",
              "      <td>28432</td>\n",
              "      <td>96332</td>\n",
              "      <td>84890</td>\n",
              "      <td>75467</td>\n",
              "      <td>65439</td>\n",
              "      <td>4385</td>\n",
              "      <td>84720</td>\n",
              "      <td>26868</td>\n",
              "      <td>67574</td>\n",
              "      <td>65687</td>\n",
              "      <td>66494</td>\n",
              "      <td>95639</td>\n",
              "      <td>37807</td>\n",
              "      <td>56180</td>\n",
              "      <td>65388</td>\n",
              "      <td>69689</td>\n",
              "      <td>30797</td>\n",
              "      <td>59664</td>\n",
              "      <td>30533</td>\n",
              "      <td>26456</td>\n",
              "      <td>72992</td>\n",
              "      <td>12663</td>\n",
              "      <td>87367</td>\n",
              "      <td>41420</td>\n",
              "      <td>25213</td>\n",
              "      <td>16729</td>\n",
              "      <td>52326</td>\n",
              "      <td>47972</td>\n",
              "      <td>6190</td>\n",
              "      <td>52264</td>\n",
              "      <td>17737</td>\n",
              "      <td>50251</td>\n",
              "      <td>...</td>\n",
              "      <td>84548</td>\n",
              "      <td>92543</td>\n",
              "      <td>26567</td>\n",
              "      <td>16946</td>\n",
              "      <td>88652</td>\n",
              "      <td>51799</td>\n",
              "      <td>62428</td>\n",
              "      <td>78749</td>\n",
              "      <td>61647</td>\n",
              "      <td>34335</td>\n",
              "      <td>42178</td>\n",
              "      <td>9512</td>\n",
              "      <td>23205</td>\n",
              "      <td>27136</td>\n",
              "      <td>7154</td>\n",
              "      <td>32438</td>\n",
              "      <td>19668</td>\n",
              "      <td>65117</td>\n",
              "      <td>20287</td>\n",
              "      <td>67005</td>\n",
              "      <td>77710</td>\n",
              "      <td>3891</td>\n",
              "      <td>60331</td>\n",
              "      <td>27065</td>\n",
              "      <td>38425</td>\n",
              "      <td>47926</td>\n",
              "      <td>74244</td>\n",
              "      <td>31229</td>\n",
              "      <td>40301</td>\n",
              "      <td>24545</td>\n",
              "      <td>63929</td>\n",
              "      <td>72058</td>\n",
              "      <td>73832</td>\n",
              "      <td>17814</td>\n",
              "      <td>97265</td>\n",
              "      <td>43463</td>\n",
              "      <td>6116</td>\n",
              "      <td>99017</td>\n",
              "      <td>70598</td>\n",
              "      <td>81509</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>8</th>\n",
              "      <td>64974</td>\n",
              "      <td>49807</td>\n",
              "      <td>2465</td>\n",
              "      <td>67066</td>\n",
              "      <td>49721</td>\n",
              "      <td>51862</td>\n",
              "      <td>20311</td>\n",
              "      <td>70494</td>\n",
              "      <td>61371</td>\n",
              "      <td>48501</td>\n",
              "      <td>41050</td>\n",
              "      <td>95372</td>\n",
              "      <td>59452</td>\n",
              "      <td>29431</td>\n",
              "      <td>39889</td>\n",
              "      <td>36054</td>\n",
              "      <td>79156</td>\n",
              "      <td>80869</td>\n",
              "      <td>98767</td>\n",
              "      <td>23255</td>\n",
              "      <td>65238</td>\n",
              "      <td>30333</td>\n",
              "      <td>46170</td>\n",
              "      <td>27916</td>\n",
              "      <td>42549</td>\n",
              "      <td>12109</td>\n",
              "      <td>79195</td>\n",
              "      <td>11099</td>\n",
              "      <td>57265</td>\n",
              "      <td>80679</td>\n",
              "      <td>41226</td>\n",
              "      <td>92392</td>\n",
              "      <td>46027</td>\n",
              "      <td>78584</td>\n",
              "      <td>84602</td>\n",
              "      <td>23409</td>\n",
              "      <td>81603</td>\n",
              "      <td>78683</td>\n",
              "      <td>43560</td>\n",
              "      <td>10472</td>\n",
              "      <td>...</td>\n",
              "      <td>950</td>\n",
              "      <td>735</td>\n",
              "      <td>36206</td>\n",
              "      <td>57654</td>\n",
              "      <td>77641</td>\n",
              "      <td>99045</td>\n",
              "      <td>48722</td>\n",
              "      <td>26850</td>\n",
              "      <td>16184</td>\n",
              "      <td>56663</td>\n",
              "      <td>90680</td>\n",
              "      <td>35915</td>\n",
              "      <td>11840</td>\n",
              "      <td>90994</td>\n",
              "      <td>41615</td>\n",
              "      <td>38159</td>\n",
              "      <td>16436</td>\n",
              "      <td>11549</td>\n",
              "      <td>49663</td>\n",
              "      <td>48698</td>\n",
              "      <td>79312</td>\n",
              "      <td>52212</td>\n",
              "      <td>27231</td>\n",
              "      <td>13134</td>\n",
              "      <td>60725</td>\n",
              "      <td>51964</td>\n",
              "      <td>28803</td>\n",
              "      <td>78177</td>\n",
              "      <td>79706</td>\n",
              "      <td>97150</td>\n",
              "      <td>68299</td>\n",
              "      <td>46577</td>\n",
              "      <td>73194</td>\n",
              "      <td>47641</td>\n",
              "      <td>34660</td>\n",
              "      <td>92187</td>\n",
              "      <td>8867</td>\n",
              "      <td>88758</td>\n",
              "      <td>47354</td>\n",
              "      <td>48383</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>9</th>\n",
              "      <td>87216</td>\n",
              "      <td>83728</td>\n",
              "      <td>26253</td>\n",
              "      <td>82100</td>\n",
              "      <td>19395</td>\n",
              "      <td>84440</td>\n",
              "      <td>59925</td>\n",
              "      <td>10392</td>\n",
              "      <td>10574</td>\n",
              "      <td>19579</td>\n",
              "      <td>59332</td>\n",
              "      <td>74777</td>\n",
              "      <td>57285</td>\n",
              "      <td>37690</td>\n",
              "      <td>20287</td>\n",
              "      <td>41481</td>\n",
              "      <td>57408</td>\n",
              "      <td>87950</td>\n",
              "      <td>97476</td>\n",
              "      <td>74729</td>\n",
              "      <td>87821</td>\n",
              "      <td>74634</td>\n",
              "      <td>41770</td>\n",
              "      <td>22387</td>\n",
              "      <td>5640</td>\n",
              "      <td>50084</td>\n",
              "      <td>47904</td>\n",
              "      <td>68565</td>\n",
              "      <td>53655</td>\n",
              "      <td>73746</td>\n",
              "      <td>53592</td>\n",
              "      <td>98625</td>\n",
              "      <td>52455</td>\n",
              "      <td>52177</td>\n",
              "      <td>55075</td>\n",
              "      <td>42487</td>\n",
              "      <td>14007</td>\n",
              "      <td>39888</td>\n",
              "      <td>26971</td>\n",
              "      <td>99764</td>\n",
              "      <td>...</td>\n",
              "      <td>33540</td>\n",
              "      <td>31860</td>\n",
              "      <td>32215</td>\n",
              "      <td>29218</td>\n",
              "      <td>46572</td>\n",
              "      <td>68596</td>\n",
              "      <td>72703</td>\n",
              "      <td>65070</td>\n",
              "      <td>81215</td>\n",
              "      <td>1883</td>\n",
              "      <td>21909</td>\n",
              "      <td>17992</td>\n",
              "      <td>60881</td>\n",
              "      <td>86148</td>\n",
              "      <td>87743</td>\n",
              "      <td>49283</td>\n",
              "      <td>66179</td>\n",
              "      <td>41367</td>\n",
              "      <td>95602</td>\n",
              "      <td>53421</td>\n",
              "      <td>25469</td>\n",
              "      <td>15173</td>\n",
              "      <td>89508</td>\n",
              "      <td>75386</td>\n",
              "      <td>12651</td>\n",
              "      <td>44573</td>\n",
              "      <td>57105</td>\n",
              "      <td>85792</td>\n",
              "      <td>41183</td>\n",
              "      <td>30530</td>\n",
              "      <td>16207</td>\n",
              "      <td>28492</td>\n",
              "      <td>85974</td>\n",
              "      <td>30489</td>\n",
              "      <td>77614</td>\n",
              "      <td>50125</td>\n",
              "      <td>21262</td>\n",
              "      <td>19783</td>\n",
              "      <td>39647</td>\n",
              "      <td>38128</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10</th>\n",
              "      <td>15921</td>\n",
              "      <td>7853</td>\n",
              "      <td>19487</td>\n",
              "      <td>42396</td>\n",
              "      <td>80703</td>\n",
              "      <td>59561</td>\n",
              "      <td>10739</td>\n",
              "      <td>90998</td>\n",
              "      <td>45809</td>\n",
              "      <td>71240</td>\n",
              "      <td>84570</td>\n",
              "      <td>79889</td>\n",
              "      <td>56656</td>\n",
              "      <td>73932</td>\n",
              "      <td>13644</td>\n",
              "      <td>48470</td>\n",
              "      <td>47350</td>\n",
              "      <td>12843</td>\n",
              "      <td>12796</td>\n",
              "      <td>12771</td>\n",
              "      <td>71847</td>\n",
              "      <td>79833</td>\n",
              "      <td>12941</td>\n",
              "      <td>83693</td>\n",
              "      <td>36602</td>\n",
              "      <td>12515</td>\n",
              "      <td>84964</td>\n",
              "      <td>93600</td>\n",
              "      <td>97002</td>\n",
              "      <td>99928</td>\n",
              "      <td>27916</td>\n",
              "      <td>97802</td>\n",
              "      <td>84795</td>\n",
              "      <td>32954</td>\n",
              "      <td>59716</td>\n",
              "      <td>2789</td>\n",
              "      <td>64136</td>\n",
              "      <td>94731</td>\n",
              "      <td>48446</td>\n",
              "      <td>53913</td>\n",
              "      <td>...</td>\n",
              "      <td>26769</td>\n",
              "      <td>60021</td>\n",
              "      <td>95113</td>\n",
              "      <td>18009</td>\n",
              "      <td>95802</td>\n",
              "      <td>87548</td>\n",
              "      <td>80503</td>\n",
              "      <td>720</td>\n",
              "      <td>95922</td>\n",
              "      <td>11414</td>\n",
              "      <td>16860</td>\n",
              "      <td>80215</td>\n",
              "      <td>17702</td>\n",
              "      <td>27677</td>\n",
              "      <td>91736</td>\n",
              "      <td>20089</td>\n",
              "      <td>17135</td>\n",
              "      <td>82077</td>\n",
              "      <td>52318</td>\n",
              "      <td>71407</td>\n",
              "      <td>51563</td>\n",
              "      <td>60546</td>\n",
              "      <td>31698</td>\n",
              "      <td>78368</td>\n",
              "      <td>26627</td>\n",
              "      <td>42583</td>\n",
              "      <td>32186</td>\n",
              "      <td>49660</td>\n",
              "      <td>97877</td>\n",
              "      <td>6477</td>\n",
              "      <td>36466</td>\n",
              "      <td>48211</td>\n",
              "      <td>42663</td>\n",
              "      <td>31373</td>\n",
              "      <td>30349</td>\n",
              "      <td>41745</td>\n",
              "      <td>75120</td>\n",
              "      <td>95659</td>\n",
              "      <td>79540</td>\n",
              "      <td>9321</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>11</th>\n",
              "      <td>96564</td>\n",
              "      <td>29722</td>\n",
              "      <td>17386</td>\n",
              "      <td>51924</td>\n",
              "      <td>67442</td>\n",
              "      <td>99146</td>\n",
              "      <td>88201</td>\n",
              "      <td>63865</td>\n",
              "      <td>26584</td>\n",
              "      <td>51574</td>\n",
              "      <td>18484</td>\n",
              "      <td>11018</td>\n",
              "      <td>5923</td>\n",
              "      <td>11438</td>\n",
              "      <td>11987</td>\n",
              "      <td>52296</td>\n",
              "      <td>98691</td>\n",
              "      <td>13028</td>\n",
              "      <td>40024</td>\n",
              "      <td>5705</td>\n",
              "      <td>93225</td>\n",
              "      <td>10725</td>\n",
              "      <td>23707</td>\n",
              "      <td>57779</td>\n",
              "      <td>5528</td>\n",
              "      <td>37820</td>\n",
              "      <td>96135</td>\n",
              "      <td>47923</td>\n",
              "      <td>82599</td>\n",
              "      <td>7562</td>\n",
              "      <td>4841</td>\n",
              "      <td>678</td>\n",
              "      <td>7034</td>\n",
              "      <td>38940</td>\n",
              "      <td>99069</td>\n",
              "      <td>98578</td>\n",
              "      <td>17849</td>\n",
              "      <td>72797</td>\n",
              "      <td>1092</td>\n",
              "      <td>82913</td>\n",
              "      <td>...</td>\n",
              "      <td>34865</td>\n",
              "      <td>27342</td>\n",
              "      <td>78500</td>\n",
              "      <td>53996</td>\n",
              "      <td>35269</td>\n",
              "      <td>89309</td>\n",
              "      <td>5272</td>\n",
              "      <td>59250</td>\n",
              "      <td>3818</td>\n",
              "      <td>6580</td>\n",
              "      <td>86400</td>\n",
              "      <td>91258</td>\n",
              "      <td>75052</td>\n",
              "      <td>31351</td>\n",
              "      <td>4424</td>\n",
              "      <td>56212</td>\n",
              "      <td>33110</td>\n",
              "      <td>22821</td>\n",
              "      <td>94393</td>\n",
              "      <td>29539</td>\n",
              "      <td>33608</td>\n",
              "      <td>9363</td>\n",
              "      <td>58517</td>\n",
              "      <td>99911</td>\n",
              "      <td>62668</td>\n",
              "      <td>7188</td>\n",
              "      <td>48829</td>\n",
              "      <td>2305</td>\n",
              "      <td>99890</td>\n",
              "      <td>92228</td>\n",
              "      <td>17567</td>\n",
              "      <td>81769</td>\n",
              "      <td>57004</td>\n",
              "      <td>30929</td>\n",
              "      <td>69344</td>\n",
              "      <td>9963</td>\n",
              "      <td>94168</td>\n",
              "      <td>14004</td>\n",
              "      <td>46442</td>\n",
              "      <td>51200</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>12</th>\n",
              "      <td>20889</td>\n",
              "      <td>44462</td>\n",
              "      <td>84015</td>\n",
              "      <td>16995</td>\n",
              "      <td>96922</td>\n",
              "      <td>43104</td>\n",
              "      <td>58849</td>\n",
              "      <td>76397</td>\n",
              "      <td>14925</td>\n",
              "      <td>34000</td>\n",
              "      <td>87492</td>\n",
              "      <td>58809</td>\n",
              "      <td>7257</td>\n",
              "      <td>64383</td>\n",
              "      <td>6708</td>\n",
              "      <td>50743</td>\n",
              "      <td>56444</td>\n",
              "      <td>56674</td>\n",
              "      <td>37023</td>\n",
              "      <td>22237</td>\n",
              "      <td>86227</td>\n",
              "      <td>82916</td>\n",
              "      <td>80634</td>\n",
              "      <td>12957</td>\n",
              "      <td>67320</td>\n",
              "      <td>51269</td>\n",
              "      <td>66440</td>\n",
              "      <td>84533</td>\n",
              "      <td>52348</td>\n",
              "      <td>26883</td>\n",
              "      <td>20548</td>\n",
              "      <td>32955</td>\n",
              "      <td>79217</td>\n",
              "      <td>95788</td>\n",
              "      <td>56321</td>\n",
              "      <td>64733</td>\n",
              "      <td>2419</td>\n",
              "      <td>81554</td>\n",
              "      <td>95800</td>\n",
              "      <td>80588</td>\n",
              "      <td>...</td>\n",
              "      <td>29042</td>\n",
              "      <td>79183</td>\n",
              "      <td>74940</td>\n",
              "      <td>78085</td>\n",
              "      <td>66682</td>\n",
              "      <td>53167</td>\n",
              "      <td>11226</td>\n",
              "      <td>88628</td>\n",
              "      <td>85144</td>\n",
              "      <td>16582</td>\n",
              "      <td>61165</td>\n",
              "      <td>32817</td>\n",
              "      <td>50505</td>\n",
              "      <td>45993</td>\n",
              "      <td>69577</td>\n",
              "      <td>34663</td>\n",
              "      <td>1249</td>\n",
              "      <td>44871</td>\n",
              "      <td>37029</td>\n",
              "      <td>83408</td>\n",
              "      <td>59357</td>\n",
              "      <td>97881</td>\n",
              "      <td>16041</td>\n",
              "      <td>46133</td>\n",
              "      <td>91784</td>\n",
              "      <td>94697</td>\n",
              "      <td>63424</td>\n",
              "      <td>74198</td>\n",
              "      <td>50639</td>\n",
              "      <td>91628</td>\n",
              "      <td>30513</td>\n",
              "      <td>42924</td>\n",
              "      <td>37705</td>\n",
              "      <td>3964</td>\n",
              "      <td>32073</td>\n",
              "      <td>73293</td>\n",
              "      <td>72235</td>\n",
              "      <td>56201</td>\n",
              "      <td>55571</td>\n",
              "      <td>44537</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>13</th>\n",
              "      <td>95232</td>\n",
              "      <td>46358</td>\n",
              "      <td>13930</td>\n",
              "      <td>52213</td>\n",
              "      <td>77766</td>\n",
              "      <td>36023</td>\n",
              "      <td>59446</td>\n",
              "      <td>54195</td>\n",
              "      <td>79578</td>\n",
              "      <td>93952</td>\n",
              "      <td>60472</td>\n",
              "      <td>5207</td>\n",
              "      <td>71217</td>\n",
              "      <td>54458</td>\n",
              "      <td>30162</td>\n",
              "      <td>68284</td>\n",
              "      <td>97700</td>\n",
              "      <td>62635</td>\n",
              "      <td>99184</td>\n",
              "      <td>2290</td>\n",
              "      <td>98474</td>\n",
              "      <td>31482</td>\n",
              "      <td>59546</td>\n",
              "      <td>75726</td>\n",
              "      <td>27904</td>\n",
              "      <td>45664</td>\n",
              "      <td>59173</td>\n",
              "      <td>32346</td>\n",
              "      <td>81678</td>\n",
              "      <td>77236</td>\n",
              "      <td>45350</td>\n",
              "      <td>17789</td>\n",
              "      <td>37581</td>\n",
              "      <td>92099</td>\n",
              "      <td>50437</td>\n",
              "      <td>11997</td>\n",
              "      <td>68380</td>\n",
              "      <td>22433</td>\n",
              "      <td>16454</td>\n",
              "      <td>77043</td>\n",
              "      <td>...</td>\n",
              "      <td>32337</td>\n",
              "      <td>12037</td>\n",
              "      <td>68317</td>\n",
              "      <td>5735</td>\n",
              "      <td>70106</td>\n",
              "      <td>69112</td>\n",
              "      <td>58550</td>\n",
              "      <td>55096</td>\n",
              "      <td>87739</td>\n",
              "      <td>7877</td>\n",
              "      <td>85748</td>\n",
              "      <td>16541</td>\n",
              "      <td>80959</td>\n",
              "      <td>32590</td>\n",
              "      <td>91087</td>\n",
              "      <td>48446</td>\n",
              "      <td>16745</td>\n",
              "      <td>67951</td>\n",
              "      <td>90200</td>\n",
              "      <td>155</td>\n",
              "      <td>97155</td>\n",
              "      <td>71285</td>\n",
              "      <td>54927</td>\n",
              "      <td>46623</td>\n",
              "      <td>17201</td>\n",
              "      <td>93528</td>\n",
              "      <td>45988</td>\n",
              "      <td>21635</td>\n",
              "      <td>18274</td>\n",
              "      <td>87786</td>\n",
              "      <td>79436</td>\n",
              "      <td>26097</td>\n",
              "      <td>34586</td>\n",
              "      <td>42317</td>\n",
              "      <td>53114</td>\n",
              "      <td>16960</td>\n",
              "      <td>34655</td>\n",
              "      <td>72221</td>\n",
              "      <td>81742</td>\n",
              "      <td>38645</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>14</th>\n",
              "      <td>89363</td>\n",
              "      <td>22378</td>\n",
              "      <td>30950</td>\n",
              "      <td>17849</td>\n",
              "      <td>51454</td>\n",
              "      <td>14233</td>\n",
              "      <td>226</td>\n",
              "      <td>4499</td>\n",
              "      <td>76627</td>\n",
              "      <td>68437</td>\n",
              "      <td>41496</td>\n",
              "      <td>7005</td>\n",
              "      <td>20516</td>\n",
              "      <td>74523</td>\n",
              "      <td>97244</td>\n",
              "      <td>23313</td>\n",
              "      <td>76714</td>\n",
              "      <td>80621</td>\n",
              "      <td>37809</td>\n",
              "      <td>64992</td>\n",
              "      <td>22831</td>\n",
              "      <td>65317</td>\n",
              "      <td>61436</td>\n",
              "      <td>61339</td>\n",
              "      <td>81805</td>\n",
              "      <td>40182</td>\n",
              "      <td>39028</td>\n",
              "      <td>89682</td>\n",
              "      <td>31560</td>\n",
              "      <td>56570</td>\n",
              "      <td>92145</td>\n",
              "      <td>60727</td>\n",
              "      <td>99623</td>\n",
              "      <td>65491</td>\n",
              "      <td>58352</td>\n",
              "      <td>16131</td>\n",
              "      <td>16065</td>\n",
              "      <td>90323</td>\n",
              "      <td>45230</td>\n",
              "      <td>39215</td>\n",
              "      <td>...</td>\n",
              "      <td>54044</td>\n",
              "      <td>8627</td>\n",
              "      <td>54171</td>\n",
              "      <td>50644</td>\n",
              "      <td>59662</td>\n",
              "      <td>99362</td>\n",
              "      <td>53604</td>\n",
              "      <td>90979</td>\n",
              "      <td>48571</td>\n",
              "      <td>70496</td>\n",
              "      <td>12006</td>\n",
              "      <td>94731</td>\n",
              "      <td>76602</td>\n",
              "      <td>67164</td>\n",
              "      <td>32858</td>\n",
              "      <td>41992</td>\n",
              "      <td>504</td>\n",
              "      <td>25677</td>\n",
              "      <td>24987</td>\n",
              "      <td>52039</td>\n",
              "      <td>75311</td>\n",
              "      <td>54147</td>\n",
              "      <td>22523</td>\n",
              "      <td>3447</td>\n",
              "      <td>44356</td>\n",
              "      <td>47394</td>\n",
              "      <td>95803</td>\n",
              "      <td>72079</td>\n",
              "      <td>71075</td>\n",
              "      <td>75867</td>\n",
              "      <td>87217</td>\n",
              "      <td>19680</td>\n",
              "      <td>38347</td>\n",
              "      <td>29506</td>\n",
              "      <td>95891</td>\n",
              "      <td>99013</td>\n",
              "      <td>35431</td>\n",
              "      <td>87358</td>\n",
              "      <td>49205</td>\n",
              "      <td>87281</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>15</th>\n",
              "      <td>77650</td>\n",
              "      <td>5810</td>\n",
              "      <td>25249</td>\n",
              "      <td>78943</td>\n",
              "      <td>56826</td>\n",
              "      <td>65593</td>\n",
              "      <td>69663</td>\n",
              "      <td>38869</td>\n",
              "      <td>49946</td>\n",
              "      <td>44719</td>\n",
              "      <td>62235</td>\n",
              "      <td>16640</td>\n",
              "      <td>74433</td>\n",
              "      <td>14935</td>\n",
              "      <td>26519</td>\n",
              "      <td>82919</td>\n",
              "      <td>51073</td>\n",
              "      <td>51379</td>\n",
              "      <td>54429</td>\n",
              "      <td>99066</td>\n",
              "      <td>32089</td>\n",
              "      <td>72919</td>\n",
              "      <td>75952</td>\n",
              "      <td>58651</td>\n",
              "      <td>35606</td>\n",
              "      <td>38802</td>\n",
              "      <td>85449</td>\n",
              "      <td>41225</td>\n",
              "      <td>46477</td>\n",
              "      <td>40458</td>\n",
              "      <td>28973</td>\n",
              "      <td>49686</td>\n",
              "      <td>84044</td>\n",
              "      <td>4260</td>\n",
              "      <td>99088</td>\n",
              "      <td>25310</td>\n",
              "      <td>66222</td>\n",
              "      <td>97088</td>\n",
              "      <td>68628</td>\n",
              "      <td>32882</td>\n",
              "      <td>...</td>\n",
              "      <td>84910</td>\n",
              "      <td>6588</td>\n",
              "      <td>23660</td>\n",
              "      <td>61221</td>\n",
              "      <td>58898</td>\n",
              "      <td>3872</td>\n",
              "      <td>46107</td>\n",
              "      <td>53139</td>\n",
              "      <td>41486</td>\n",
              "      <td>91101</td>\n",
              "      <td>66587</td>\n",
              "      <td>93757</td>\n",
              "      <td>25559</td>\n",
              "      <td>72878</td>\n",
              "      <td>85150</td>\n",
              "      <td>74922</td>\n",
              "      <td>31136</td>\n",
              "      <td>86930</td>\n",
              "      <td>45880</td>\n",
              "      <td>43491</td>\n",
              "      <td>17137</td>\n",
              "      <td>57864</td>\n",
              "      <td>65377</td>\n",
              "      <td>90839</td>\n",
              "      <td>18612</td>\n",
              "      <td>69008</td>\n",
              "      <td>81747</td>\n",
              "      <td>56038</td>\n",
              "      <td>15848</td>\n",
              "      <td>87043</td>\n",
              "      <td>55296</td>\n",
              "      <td>1689</td>\n",
              "      <td>48365</td>\n",
              "      <td>79224</td>\n",
              "      <td>41621</td>\n",
              "      <td>27809</td>\n",
              "      <td>13592</td>\n",
              "      <td>74289</td>\n",
              "      <td>34779</td>\n",
              "      <td>45071</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>16</th>\n",
              "      <td>92064</td>\n",
              "      <td>9522</td>\n",
              "      <td>86897</td>\n",
              "      <td>2321</td>\n",
              "      <td>72573</td>\n",
              "      <td>62379</td>\n",
              "      <td>78524</td>\n",
              "      <td>23382</td>\n",
              "      <td>92343</td>\n",
              "      <td>41366</td>\n",
              "      <td>83655</td>\n",
              "      <td>33980</td>\n",
              "      <td>10855</td>\n",
              "      <td>86454</td>\n",
              "      <td>99836</td>\n",
              "      <td>54824</td>\n",
              "      <td>30229</td>\n",
              "      <td>46477</td>\n",
              "      <td>55629</td>\n",
              "      <td>76830</td>\n",
              "      <td>58030</td>\n",
              "      <td>80984</td>\n",
              "      <td>31670</td>\n",
              "      <td>80477</td>\n",
              "      <td>36704</td>\n",
              "      <td>37510</td>\n",
              "      <td>15268</td>\n",
              "      <td>31390</td>\n",
              "      <td>36659</td>\n",
              "      <td>7968</td>\n",
              "      <td>41581</td>\n",
              "      <td>21414</td>\n",
              "      <td>12789</td>\n",
              "      <td>30893</td>\n",
              "      <td>69704</td>\n",
              "      <td>23863</td>\n",
              "      <td>98312</td>\n",
              "      <td>50992</td>\n",
              "      <td>31114</td>\n",
              "      <td>87678</td>\n",
              "      <td>...</td>\n",
              "      <td>19774</td>\n",
              "      <td>83603</td>\n",
              "      <td>44581</td>\n",
              "      <td>13538</td>\n",
              "      <td>89010</td>\n",
              "      <td>36205</td>\n",
              "      <td>24071</td>\n",
              "      <td>83909</td>\n",
              "      <td>31640</td>\n",
              "      <td>29588</td>\n",
              "      <td>79955</td>\n",
              "      <td>34981</td>\n",
              "      <td>95690</td>\n",
              "      <td>98041</td>\n",
              "      <td>39195</td>\n",
              "      <td>38113</td>\n",
              "      <td>63574</td>\n",
              "      <td>23938</td>\n",
              "      <td>57073</td>\n",
              "      <td>211</td>\n",
              "      <td>35348</td>\n",
              "      <td>82351</td>\n",
              "      <td>11857</td>\n",
              "      <td>81776</td>\n",
              "      <td>43911</td>\n",
              "      <td>29503</td>\n",
              "      <td>7529</td>\n",
              "      <td>51375</td>\n",
              "      <td>82629</td>\n",
              "      <td>77364</td>\n",
              "      <td>70698</td>\n",
              "      <td>72651</td>\n",
              "      <td>57031</td>\n",
              "      <td>35091</td>\n",
              "      <td>76714</td>\n",
              "      <td>7747</td>\n",
              "      <td>70458</td>\n",
              "      <td>90805</td>\n",
              "      <td>63517</td>\n",
              "      <td>88148</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>17</th>\n",
              "      <td>57789</td>\n",
              "      <td>16996</td>\n",
              "      <td>12192</td>\n",
              "      <td>75151</td>\n",
              "      <td>46810</td>\n",
              "      <td>10178</td>\n",
              "      <td>69758</td>\n",
              "      <td>89906</td>\n",
              "      <td>7766</td>\n",
              "      <td>90841</td>\n",
              "      <td>16774</td>\n",
              "      <td>21091</td>\n",
              "      <td>66135</td>\n",
              "      <td>48840</td>\n",
              "      <td>94147</td>\n",
              "      <td>33370</td>\n",
              "      <td>31584</td>\n",
              "      <td>482</td>\n",
              "      <td>25877</td>\n",
              "      <td>8671</td>\n",
              "      <td>63931</td>\n",
              "      <td>54707</td>\n",
              "      <td>43067</td>\n",
              "      <td>9108</td>\n",
              "      <td>68705</td>\n",
              "      <td>38966</td>\n",
              "      <td>73577</td>\n",
              "      <td>31256</td>\n",
              "      <td>84691</td>\n",
              "      <td>95105</td>\n",
              "      <td>72867</td>\n",
              "      <td>44997</td>\n",
              "      <td>38979</td>\n",
              "      <td>49499</td>\n",
              "      <td>2867</td>\n",
              "      <td>68494</td>\n",
              "      <td>76473</td>\n",
              "      <td>39052</td>\n",
              "      <td>71589</td>\n",
              "      <td>11832</td>\n",
              "      <td>...</td>\n",
              "      <td>22944</td>\n",
              "      <td>8436</td>\n",
              "      <td>40741</td>\n",
              "      <td>24211</td>\n",
              "      <td>56958</td>\n",
              "      <td>2000</td>\n",
              "      <td>98556</td>\n",
              "      <td>39590</td>\n",
              "      <td>70308</td>\n",
              "      <td>6529</td>\n",
              "      <td>80201</td>\n",
              "      <td>67031</td>\n",
              "      <td>24437</td>\n",
              "      <td>52689</td>\n",
              "      <td>1802</td>\n",
              "      <td>13627</td>\n",
              "      <td>39874</td>\n",
              "      <td>13109</td>\n",
              "      <td>73431</td>\n",
              "      <td>71561</td>\n",
              "      <td>720</td>\n",
              "      <td>5543</td>\n",
              "      <td>21813</td>\n",
              "      <td>75767</td>\n",
              "      <td>33230</td>\n",
              "      <td>4034</td>\n",
              "      <td>96365</td>\n",
              "      <td>27551</td>\n",
              "      <td>97693</td>\n",
              "      <td>27848</td>\n",
              "      <td>71607</td>\n",
              "      <td>99530</td>\n",
              "      <td>48912</td>\n",
              "      <td>57916</td>\n",
              "      <td>10621</td>\n",
              "      <td>52527</td>\n",
              "      <td>64651</td>\n",
              "      <td>88195</td>\n",
              "      <td>3007</td>\n",
              "      <td>72624</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>18</th>\n",
              "      <td>19237</td>\n",
              "      <td>86415</td>\n",
              "      <td>91926</td>\n",
              "      <td>75765</td>\n",
              "      <td>88366</td>\n",
              "      <td>98325</td>\n",
              "      <td>34677</td>\n",
              "      <td>98666</td>\n",
              "      <td>48231</td>\n",
              "      <td>52527</td>\n",
              "      <td>82587</td>\n",
              "      <td>45227</td>\n",
              "      <td>25065</td>\n",
              "      <td>90675</td>\n",
              "      <td>11913</td>\n",
              "      <td>21576</td>\n",
              "      <td>93203</td>\n",
              "      <td>32858</td>\n",
              "      <td>96662</td>\n",
              "      <td>40122</td>\n",
              "      <td>56856</td>\n",
              "      <td>5830</td>\n",
              "      <td>29843</td>\n",
              "      <td>71228</td>\n",
              "      <td>27131</td>\n",
              "      <td>79098</td>\n",
              "      <td>68700</td>\n",
              "      <td>25200</td>\n",
              "      <td>69674</td>\n",
              "      <td>68168</td>\n",
              "      <td>57445</td>\n",
              "      <td>54358</td>\n",
              "      <td>57134</td>\n",
              "      <td>48198</td>\n",
              "      <td>15238</td>\n",
              "      <td>29361</td>\n",
              "      <td>56268</td>\n",
              "      <td>40830</td>\n",
              "      <td>82756</td>\n",
              "      <td>46737</td>\n",
              "      <td>...</td>\n",
              "      <td>27359</td>\n",
              "      <td>17198</td>\n",
              "      <td>70104</td>\n",
              "      <td>2317</td>\n",
              "      <td>75963</td>\n",
              "      <td>46039</td>\n",
              "      <td>55929</td>\n",
              "      <td>99547</td>\n",
              "      <td>36909</td>\n",
              "      <td>13337</td>\n",
              "      <td>23539</td>\n",
              "      <td>97791</td>\n",
              "      <td>64306</td>\n",
              "      <td>11577</td>\n",
              "      <td>84170</td>\n",
              "      <td>28100</td>\n",
              "      <td>6325</td>\n",
              "      <td>82308</td>\n",
              "      <td>18810</td>\n",
              "      <td>75895</td>\n",
              "      <td>9655</td>\n",
              "      <td>69235</td>\n",
              "      <td>22316</td>\n",
              "      <td>87074</td>\n",
              "      <td>38673</td>\n",
              "      <td>87755</td>\n",
              "      <td>58291</td>\n",
              "      <td>46847</td>\n",
              "      <td>45961</td>\n",
              "      <td>42377</td>\n",
              "      <td>32015</td>\n",
              "      <td>83229</td>\n",
              "      <td>6165</td>\n",
              "      <td>86359</td>\n",
              "      <td>36006</td>\n",
              "      <td>20693</td>\n",
              "      <td>90708</td>\n",
              "      <td>9460</td>\n",
              "      <td>47715</td>\n",
              "      <td>90123</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>19</th>\n",
              "      <td>33467</td>\n",
              "      <td>89151</td>\n",
              "      <td>90862</td>\n",
              "      <td>51852</td>\n",
              "      <td>77739</td>\n",
              "      <td>16926</td>\n",
              "      <td>13518</td>\n",
              "      <td>25080</td>\n",
              "      <td>86012</td>\n",
              "      <td>5842</td>\n",
              "      <td>69307</td>\n",
              "      <td>24777</td>\n",
              "      <td>1721</td>\n",
              "      <td>12206</td>\n",
              "      <td>89327</td>\n",
              "      <td>85951</td>\n",
              "      <td>54024</td>\n",
              "      <td>43320</td>\n",
              "      <td>35089</td>\n",
              "      <td>40646</td>\n",
              "      <td>16577</td>\n",
              "      <td>61980</td>\n",
              "      <td>85437</td>\n",
              "      <td>88417</td>\n",
              "      <td>31771</td>\n",
              "      <td>42971</td>\n",
              "      <td>85695</td>\n",
              "      <td>60580</td>\n",
              "      <td>30035</td>\n",
              "      <td>76696</td>\n",
              "      <td>36182</td>\n",
              "      <td>6861</td>\n",
              "      <td>80780</td>\n",
              "      <td>16483</td>\n",
              "      <td>55300</td>\n",
              "      <td>33395</td>\n",
              "      <td>34381</td>\n",
              "      <td>28237</td>\n",
              "      <td>55763</td>\n",
              "      <td>42656</td>\n",
              "      <td>...</td>\n",
              "      <td>18644</td>\n",
              "      <td>27133</td>\n",
              "      <td>42306</td>\n",
              "      <td>25353</td>\n",
              "      <td>71639</td>\n",
              "      <td>61572</td>\n",
              "      <td>19968</td>\n",
              "      <td>54282</td>\n",
              "      <td>29558</td>\n",
              "      <td>4538</td>\n",
              "      <td>95009</td>\n",
              "      <td>73024</td>\n",
              "      <td>32389</td>\n",
              "      <td>69180</td>\n",
              "      <td>10404</td>\n",
              "      <td>92810</td>\n",
              "      <td>54580</td>\n",
              "      <td>29282</td>\n",
              "      <td>67356</td>\n",
              "      <td>82775</td>\n",
              "      <td>14179</td>\n",
              "      <td>3222</td>\n",
              "      <td>8731</td>\n",
              "      <td>22833</td>\n",
              "      <td>55365</td>\n",
              "      <td>45327</td>\n",
              "      <td>84739</td>\n",
              "      <td>19876</td>\n",
              "      <td>34504</td>\n",
              "      <td>50410</td>\n",
              "      <td>41673</td>\n",
              "      <td>5471</td>\n",
              "      <td>21932</td>\n",
              "      <td>68265</td>\n",
              "      <td>96637</td>\n",
              "      <td>64627</td>\n",
              "      <td>11491</td>\n",
              "      <td>42595</td>\n",
              "      <td>67046</td>\n",
              "      <td>39363</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>20 rows × 125 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "      0      1      2      3      4    ...    120    121    122    123    124\n",
              "0   76449   7973  22267  72069  95661  ...  75238  44627  42332  82068  43400\n",
              "1   54926  68972   8171  58347  85059  ...  20139  79767  32874  23774  58842\n",
              "2    7953  60667  32981  74305  48803  ...  68936  54405  61441   5140  95086\n",
              "3   13931  24224  47383  44749  63689  ...  90268  81661  44949  81697  14371\n",
              "4   51608   8224  23584  67719  48171  ...   4533  24369  65342  33080  24389\n",
              "5   43730  93865   1829  18810  36502  ...  32140  37000  28660  35724  77253\n",
              "6   74432  77829   6619  20987  61870  ...  51763  66067  79284  61840  76568\n",
              "7   55750  14525  29109   9316   6477  ...  43463   6116  99017  70598  81509\n",
              "8   64974  49807   2465  67066  49721  ...  92187   8867  88758  47354  48383\n",
              "9   87216  83728  26253  82100  19395  ...  50125  21262  19783  39647  38128\n",
              "10  15921   7853  19487  42396  80703  ...  41745  75120  95659  79540   9321\n",
              "11  96564  29722  17386  51924  67442  ...   9963  94168  14004  46442  51200\n",
              "12  20889  44462  84015  16995  96922  ...  73293  72235  56201  55571  44537\n",
              "13  95232  46358  13930  52213  77766  ...  16960  34655  72221  81742  38645\n",
              "14  89363  22378  30950  17849  51454  ...  99013  35431  87358  49205  87281\n",
              "15  77650   5810  25249  78943  56826  ...  27809  13592  74289  34779  45071\n",
              "16  92064   9522  86897   2321  72573  ...   7747  70458  90805  63517  88148\n",
              "17  57789  16996  12192  75151  46810  ...  52527  64651  88195   3007  72624\n",
              "18  19237  86415  91926  75765  88366  ...  20693  90708   9460  47715  90123\n",
              "19  33467  89151  90862  51852  77739  ...  64627  11491  42595  67046  39363\n",
              "\n",
              "[20 rows x 125 columns]"
            ]
          },
          "metadata": {},
          "execution_count": 37
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "ooEdylcFU9EX",
        "outputId": "5ac75fcd-6d35-4a7d-f99b-1e203d832213"
      },
      "source": [
        "print(\"SAMPLE : \")\n",
        "a = df_population2b\n",
        "ct = 0\n",
        "\n",
        "for i in range(0, 125):\n",
        "    for j in range(0, 20):\n",
        "        if(a[i][j] < 10000):  # Crietria for selection of the Random Numbers\n",
        "            if(ct < 25):  # Number of Elements to be chosen = 10\n",
        "                print(a[i][j], end = \" \")\n",
        "                ct = ct + 1"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "SAMPLE : \n",
            "7953 7973 8224 7853 5810 9522 8171 1829 6619 2465 9316 2321 6477 30 5609 226 4499 8013 3535 7766 5842 5207 7005 9002 5923 "
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 736
        },
        "id": "aqNuBn06PtmN",
        "outputId": "840d848f-326c-406e-f7de-7916f1b70056"
      },
      "source": [
        "# Category C - Size 2000\n",
        "df_population2c = pd.DataFrame(np.random.randint(0, 100000, size=(20, 100)))\n",
        "print(\"POPULATION : \")\n",
        "df_population2c"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "POPULATION : \n"
          ]
        },
        {
          "output_type": "execute_result",
          "data": {
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              "      <th>70</th>\n",
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              "      <th>76</th>\n",
              "      <th>77</th>\n",
              "      <th>78</th>\n",
              "      <th>79</th>\n",
              "      <th>80</th>\n",
              "      <th>81</th>\n",
              "      <th>82</th>\n",
              "      <th>83</th>\n",
              "      <th>84</th>\n",
              "      <th>85</th>\n",
              "      <th>86</th>\n",
              "      <th>87</th>\n",
              "      <th>88</th>\n",
              "      <th>89</th>\n",
              "      <th>90</th>\n",
              "      <th>91</th>\n",
              "      <th>92</th>\n",
              "      <th>93</th>\n",
              "      <th>94</th>\n",
              "      <th>95</th>\n",
              "      <th>96</th>\n",
              "      <th>97</th>\n",
              "      <th>98</th>\n",
              "      <th>99</th>\n",
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              "  </thead>\n",
              "  <tbody>\n",
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              "      <td>18370</td>\n",
              "      <td>51231</td>\n",
              "      <td>280</td>\n",
              "      <td>56564</td>\n",
              "      <td>48904</td>\n",
              "      <td>14525</td>\n",
              "      <td>74068</td>\n",
              "      <td>77576</td>\n",
              "      <td>66</td>\n",
              "      <td>15675</td>\n",
              "      <td>26248</td>\n",
              "      <td>41066</td>\n",
              "      <td>73816</td>\n",
              "      <td>50862</td>\n",
              "      <td>34366</td>\n",
              "      <td>46606</td>\n",
              "      <td>7174</td>\n",
              "      <td>35044</td>\n",
              "      <td>13663</td>\n",
              "      <td>47290</td>\n",
              "      <td>16573</td>\n",
              "      <td>25913</td>\n",
              "      <td>11950</td>\n",
              "      <td>33930</td>\n",
              "      <td>30903</td>\n",
              "      <td>83275</td>\n",
              "      <td>33106</td>\n",
              "      <td>41092</td>\n",
              "      <td>78254</td>\n",
              "      <td>97145</td>\n",
              "      <td>96587</td>\n",
              "      <td>57647</td>\n",
              "      <td>96346</td>\n",
              "      <td>80028</td>\n",
              "      <td>24117</td>\n",
              "      <td>14850</td>\n",
              "      <td>5627</td>\n",
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              "      <td>...</td>\n",
              "      <td>38744</td>\n",
              "      <td>7686</td>\n",
              "      <td>76845</td>\n",
              "      <td>36238</td>\n",
              "      <td>78300</td>\n",
              "      <td>95328</td>\n",
              "      <td>64497</td>\n",
              "      <td>18494</td>\n",
              "      <td>93679</td>\n",
              "      <td>80292</td>\n",
              "      <td>91208</td>\n",
              "      <td>70376</td>\n",
              "      <td>47032</td>\n",
              "      <td>46725</td>\n",
              "      <td>93838</td>\n",
              "      <td>37783</td>\n",
              "      <td>51450</td>\n",
              "      <td>54739</td>\n",
              "      <td>12977</td>\n",
              "      <td>85556</td>\n",
              "      <td>96162</td>\n",
              "      <td>72277</td>\n",
              "      <td>51395</td>\n",
              "      <td>38039</td>\n",
              "      <td>62674</td>\n",
              "      <td>10424</td>\n",
              "      <td>33902</td>\n",
              "      <td>14251</td>\n",
              "      <td>1594</td>\n",
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              "      <td>66746</td>\n",
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              "      <td>53180</td>\n",
              "      <td>484</td>\n",
              "      <td>4116</td>\n",
              "      <td>34368</td>\n",
              "      <td>49018</td>\n",
              "      <td>45609</td>\n",
              "      <td>91302</td>\n",
              "      <td>22964</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>48058</td>\n",
              "      <td>55299</td>\n",
              "      <td>50812</td>\n",
              "      <td>65876</td>\n",
              "      <td>71801</td>\n",
              "      <td>55335</td>\n",
              "      <td>17040</td>\n",
              "      <td>75115</td>\n",
              "      <td>40299</td>\n",
              "      <td>80746</td>\n",
              "      <td>95616</td>\n",
              "      <td>44353</td>\n",
              "      <td>40274</td>\n",
              "      <td>29477</td>\n",
              "      <td>72194</td>\n",
              "      <td>47506</td>\n",
              "      <td>31195</td>\n",
              "      <td>43216</td>\n",
              "      <td>92984</td>\n",
              "      <td>51170</td>\n",
              "      <td>70805</td>\n",
              "      <td>25481</td>\n",
              "      <td>88274</td>\n",
              "      <td>41309</td>\n",
              "      <td>86097</td>\n",
              "      <td>37980</td>\n",
              "      <td>83764</td>\n",
              "      <td>15182</td>\n",
              "      <td>12053</td>\n",
              "      <td>97480</td>\n",
              "      <td>73990</td>\n",
              "      <td>16564</td>\n",
              "      <td>31419</td>\n",
              "      <td>4179</td>\n",
              "      <td>44371</td>\n",
              "      <td>21864</td>\n",
              "      <td>89066</td>\n",
              "      <td>98387</td>\n",
              "      <td>44028</td>\n",
              "      <td>67314</td>\n",
              "      <td>...</td>\n",
              "      <td>37643</td>\n",
              "      <td>75853</td>\n",
              "      <td>25145</td>\n",
              "      <td>86646</td>\n",
              "      <td>28643</td>\n",
              "      <td>17417</td>\n",
              "      <td>95774</td>\n",
              "      <td>69575</td>\n",
              "      <td>44429</td>\n",
              "      <td>84427</td>\n",
              "      <td>82905</td>\n",
              "      <td>15292</td>\n",
              "      <td>11409</td>\n",
              "      <td>21792</td>\n",
              "      <td>71849</td>\n",
              "      <td>54361</td>\n",
              "      <td>96185</td>\n",
              "      <td>57601</td>\n",
              "      <td>79797</td>\n",
              "      <td>13388</td>\n",
              "      <td>75123</td>\n",
              "      <td>10318</td>\n",
              "      <td>12585</td>\n",
              "      <td>56988</td>\n",
              "      <td>12669</td>\n",
              "      <td>27609</td>\n",
              "      <td>79654</td>\n",
              "      <td>14732</td>\n",
              "      <td>33219</td>\n",
              "      <td>85708</td>\n",
              "      <td>36969</td>\n",
              "      <td>84192</td>\n",
              "      <td>99932</td>\n",
              "      <td>54646</td>\n",
              "      <td>33825</td>\n",
              "      <td>39286</td>\n",
              "      <td>73666</td>\n",
              "      <td>40999</td>\n",
              "      <td>2239</td>\n",
              "      <td>52575</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>72326</td>\n",
              "      <td>41456</td>\n",
              "      <td>52263</td>\n",
              "      <td>35459</td>\n",
              "      <td>73888</td>\n",
              "      <td>17759</td>\n",
              "      <td>98214</td>\n",
              "      <td>92715</td>\n",
              "      <td>9225</td>\n",
              "      <td>27696</td>\n",
              "      <td>8099</td>\n",
              "      <td>74981</td>\n",
              "      <td>96861</td>\n",
              "      <td>75231</td>\n",
              "      <td>19965</td>\n",
              "      <td>92812</td>\n",
              "      <td>33375</td>\n",
              "      <td>15050</td>\n",
              "      <td>39793</td>\n",
              "      <td>59222</td>\n",
              "      <td>84892</td>\n",
              "      <td>90111</td>\n",
              "      <td>12969</td>\n",
              "      <td>92168</td>\n",
              "      <td>39729</td>\n",
              "      <td>20682</td>\n",
              "      <td>84331</td>\n",
              "      <td>52762</td>\n",
              "      <td>17577</td>\n",
              "      <td>97604</td>\n",
              "      <td>6745</td>\n",
              "      <td>85607</td>\n",
              "      <td>201</td>\n",
              "      <td>50440</td>\n",
              "      <td>8636</td>\n",
              "      <td>83852</td>\n",
              "      <td>88485</td>\n",
              "      <td>76631</td>\n",
              "      <td>74090</td>\n",
              "      <td>71997</td>\n",
              "      <td>...</td>\n",
              "      <td>20756</td>\n",
              "      <td>67166</td>\n",
              "      <td>52328</td>\n",
              "      <td>52980</td>\n",
              "      <td>77729</td>\n",
              "      <td>38298</td>\n",
              "      <td>31538</td>\n",
              "      <td>87865</td>\n",
              "      <td>58211</td>\n",
              "      <td>7647</td>\n",
              "      <td>224</td>\n",
              "      <td>15225</td>\n",
              "      <td>20598</td>\n",
              "      <td>12319</td>\n",
              "      <td>68850</td>\n",
              "      <td>30409</td>\n",
              "      <td>44685</td>\n",
              "      <td>15946</td>\n",
              "      <td>40247</td>\n",
              "      <td>54254</td>\n",
              "      <td>19104</td>\n",
              "      <td>69652</td>\n",
              "      <td>61513</td>\n",
              "      <td>78896</td>\n",
              "      <td>19240</td>\n",
              "      <td>95744</td>\n",
              "      <td>47</td>\n",
              "      <td>31198</td>\n",
              "      <td>82207</td>\n",
              "      <td>87641</td>\n",
              "      <td>27679</td>\n",
              "      <td>98607</td>\n",
              "      <td>11515</td>\n",
              "      <td>56185</td>\n",
              "      <td>97004</td>\n",
              "      <td>35067</td>\n",
              "      <td>91230</td>\n",
              "      <td>82815</td>\n",
              "      <td>26771</td>\n",
              "      <td>46506</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>46675</td>\n",
              "      <td>41846</td>\n",
              "      <td>63782</td>\n",
              "      <td>1586</td>\n",
              "      <td>22071</td>\n",
              "      <td>38467</td>\n",
              "      <td>83489</td>\n",
              "      <td>55703</td>\n",
              "      <td>33863</td>\n",
              "      <td>41024</td>\n",
              "      <td>85777</td>\n",
              "      <td>76981</td>\n",
              "      <td>97414</td>\n",
              "      <td>38469</td>\n",
              "      <td>65567</td>\n",
              "      <td>42581</td>\n",
              "      <td>36938</td>\n",
              "      <td>84461</td>\n",
              "      <td>50751</td>\n",
              "      <td>5875</td>\n",
              "      <td>78243</td>\n",
              "      <td>99037</td>\n",
              "      <td>78525</td>\n",
              "      <td>62585</td>\n",
              "      <td>30164</td>\n",
              "      <td>98941</td>\n",
              "      <td>53492</td>\n",
              "      <td>95938</td>\n",
              "      <td>32126</td>\n",
              "      <td>44273</td>\n",
              "      <td>55110</td>\n",
              "      <td>52785</td>\n",
              "      <td>19772</td>\n",
              "      <td>4106</td>\n",
              "      <td>90666</td>\n",
              "      <td>47557</td>\n",
              "      <td>33086</td>\n",
              "      <td>89025</td>\n",
              "      <td>88753</td>\n",
              "      <td>47537</td>\n",
              "      <td>...</td>\n",
              "      <td>83470</td>\n",
              "      <td>34522</td>\n",
              "      <td>78352</td>\n",
              "      <td>17586</td>\n",
              "      <td>91204</td>\n",
              "      <td>88113</td>\n",
              "      <td>79474</td>\n",
              "      <td>82005</td>\n",
              "      <td>39836</td>\n",
              "      <td>83163</td>\n",
              "      <td>77458</td>\n",
              "      <td>74075</td>\n",
              "      <td>91049</td>\n",
              "      <td>21556</td>\n",
              "      <td>83608</td>\n",
              "      <td>72002</td>\n",
              "      <td>28238</td>\n",
              "      <td>68118</td>\n",
              "      <td>18189</td>\n",
              "      <td>43325</td>\n",
              "      <td>67090</td>\n",
              "      <td>14916</td>\n",
              "      <td>84160</td>\n",
              "      <td>64417</td>\n",
              "      <td>2156</td>\n",
              "      <td>71756</td>\n",
              "      <td>55233</td>\n",
              "      <td>10583</td>\n",
              "      <td>93820</td>\n",
              "      <td>6021</td>\n",
              "      <td>5117</td>\n",
              "      <td>71832</td>\n",
              "      <td>26284</td>\n",
              "      <td>28507</td>\n",
              "      <td>1467</td>\n",
              "      <td>65981</td>\n",
              "      <td>14404</td>\n",
              "      <td>96758</td>\n",
              "      <td>96050</td>\n",
              "      <td>72800</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>88170</td>\n",
              "      <td>98019</td>\n",
              "      <td>35549</td>\n",
              "      <td>76375</td>\n",
              "      <td>23262</td>\n",
              "      <td>6334</td>\n",
              "      <td>95184</td>\n",
              "      <td>15137</td>\n",
              "      <td>76492</td>\n",
              "      <td>46718</td>\n",
              "      <td>73103</td>\n",
              "      <td>11697</td>\n",
              "      <td>26203</td>\n",
              "      <td>71811</td>\n",
              "      <td>75610</td>\n",
              "      <td>59235</td>\n",
              "      <td>37181</td>\n",
              "      <td>55778</td>\n",
              "      <td>81079</td>\n",
              "      <td>64565</td>\n",
              "      <td>11921</td>\n",
              "      <td>92192</td>\n",
              "      <td>80393</td>\n",
              "      <td>25004</td>\n",
              "      <td>30315</td>\n",
              "      <td>26187</td>\n",
              "      <td>40915</td>\n",
              "      <td>63787</td>\n",
              "      <td>93025</td>\n",
              "      <td>68478</td>\n",
              "      <td>91081</td>\n",
              "      <td>21139</td>\n",
              "      <td>64328</td>\n",
              "      <td>68126</td>\n",
              "      <td>85320</td>\n",
              "      <td>24248</td>\n",
              "      <td>47484</td>\n",
              "      <td>41174</td>\n",
              "      <td>68442</td>\n",
              "      <td>17854</td>\n",
              "      <td>...</td>\n",
              "      <td>32012</td>\n",
              "      <td>66097</td>\n",
              "      <td>33966</td>\n",
              "      <td>18563</td>\n",
              "      <td>21185</td>\n",
              "      <td>85439</td>\n",
              "      <td>42492</td>\n",
              "      <td>81818</td>\n",
              "      <td>57130</td>\n",
              "      <td>69714</td>\n",
              "      <td>53966</td>\n",
              "      <td>79245</td>\n",
              "      <td>7624</td>\n",
              "      <td>5154</td>\n",
              "      <td>40502</td>\n",
              "      <td>7801</td>\n",
              "      <td>8070</td>\n",
              "      <td>70552</td>\n",
              "      <td>65738</td>\n",
              "      <td>50174</td>\n",
              "      <td>67583</td>\n",
              "      <td>61296</td>\n",
              "      <td>11252</td>\n",
              "      <td>16437</td>\n",
              "      <td>19647</td>\n",
              "      <td>73771</td>\n",
              "      <td>64425</td>\n",
              "      <td>93986</td>\n",
              "      <td>46187</td>\n",
              "      <td>97718</td>\n",
              "      <td>4415</td>\n",
              "      <td>76753</td>\n",
              "      <td>82106</td>\n",
              "      <td>15156</td>\n",
              "      <td>63346</td>\n",
              "      <td>80527</td>\n",
              "      <td>57422</td>\n",
              "      <td>28698</td>\n",
              "      <td>59173</td>\n",
              "      <td>84236</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>5</th>\n",
              "      <td>20327</td>\n",
              "      <td>46959</td>\n",
              "      <td>18040</td>\n",
              "      <td>65734</td>\n",
              "      <td>41991</td>\n",
              "      <td>94401</td>\n",
              "      <td>1041</td>\n",
              "      <td>56668</td>\n",
              "      <td>88341</td>\n",
              "      <td>11377</td>\n",
              "      <td>71119</td>\n",
              "      <td>6328</td>\n",
              "      <td>74293</td>\n",
              "      <td>60413</td>\n",
              "      <td>77865</td>\n",
              "      <td>86002</td>\n",
              "      <td>49648</td>\n",
              "      <td>87225</td>\n",
              "      <td>5194</td>\n",
              "      <td>42352</td>\n",
              "      <td>60410</td>\n",
              "      <td>65649</td>\n",
              "      <td>47497</td>\n",
              "      <td>74015</td>\n",
              "      <td>81102</td>\n",
              "      <td>2850</td>\n",
              "      <td>20516</td>\n",
              "      <td>42311</td>\n",
              "      <td>5962</td>\n",
              "      <td>35479</td>\n",
              "      <td>28806</td>\n",
              "      <td>48894</td>\n",
              "      <td>45398</td>\n",
              "      <td>51358</td>\n",
              "      <td>23863</td>\n",
              "      <td>12063</td>\n",
              "      <td>17581</td>\n",
              "      <td>63241</td>\n",
              "      <td>38581</td>\n",
              "      <td>18102</td>\n",
              "      <td>...</td>\n",
              "      <td>22931</td>\n",
              "      <td>40993</td>\n",
              "      <td>27195</td>\n",
              "      <td>81348</td>\n",
              "      <td>96006</td>\n",
              "      <td>23155</td>\n",
              "      <td>41545</td>\n",
              "      <td>11928</td>\n",
              "      <td>29366</td>\n",
              "      <td>42262</td>\n",
              "      <td>31588</td>\n",
              "      <td>43754</td>\n",
              "      <td>17500</td>\n",
              "      <td>89766</td>\n",
              "      <td>92597</td>\n",
              "      <td>54272</td>\n",
              "      <td>55476</td>\n",
              "      <td>2941</td>\n",
              "      <td>75886</td>\n",
              "      <td>48649</td>\n",
              "      <td>33835</td>\n",
              "      <td>59853</td>\n",
              "      <td>85099</td>\n",
              "      <td>42238</td>\n",
              "      <td>3290</td>\n",
              "      <td>71904</td>\n",
              "      <td>30434</td>\n",
              "      <td>30819</td>\n",
              "      <td>14879</td>\n",
              "      <td>63986</td>\n",
              "      <td>26640</td>\n",
              "      <td>78104</td>\n",
              "      <td>14594</td>\n",
              "      <td>73997</td>\n",
              "      <td>26802</td>\n",
              "      <td>63439</td>\n",
              "      <td>8814</td>\n",
              "      <td>47900</td>\n",
              "      <td>89661</td>\n",
              "      <td>82323</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6</th>\n",
              "      <td>54358</td>\n",
              "      <td>25355</td>\n",
              "      <td>8770</td>\n",
              "      <td>94985</td>\n",
              "      <td>95910</td>\n",
              "      <td>88971</td>\n",
              "      <td>83295</td>\n",
              "      <td>96415</td>\n",
              "      <td>84348</td>\n",
              "      <td>99251</td>\n",
              "      <td>59557</td>\n",
              "      <td>96975</td>\n",
              "      <td>36766</td>\n",
              "      <td>10175</td>\n",
              "      <td>20253</td>\n",
              "      <td>44701</td>\n",
              "      <td>67951</td>\n",
              "      <td>23757</td>\n",
              "      <td>16587</td>\n",
              "      <td>80443</td>\n",
              "      <td>65961</td>\n",
              "      <td>90777</td>\n",
              "      <td>38023</td>\n",
              "      <td>89885</td>\n",
              "      <td>15088</td>\n",
              "      <td>89706</td>\n",
              "      <td>5658</td>\n",
              "      <td>97174</td>\n",
              "      <td>83257</td>\n",
              "      <td>70519</td>\n",
              "      <td>93815</td>\n",
              "      <td>60168</td>\n",
              "      <td>54423</td>\n",
              "      <td>60632</td>\n",
              "      <td>40854</td>\n",
              "      <td>4904</td>\n",
              "      <td>13919</td>\n",
              "      <td>38200</td>\n",
              "      <td>95594</td>\n",
              "      <td>91323</td>\n",
              "      <td>...</td>\n",
              "      <td>78326</td>\n",
              "      <td>73153</td>\n",
              "      <td>11980</td>\n",
              "      <td>59625</td>\n",
              "      <td>89807</td>\n",
              "      <td>13708</td>\n",
              "      <td>75083</td>\n",
              "      <td>3161</td>\n",
              "      <td>56738</td>\n",
              "      <td>62992</td>\n",
              "      <td>4175</td>\n",
              "      <td>6304</td>\n",
              "      <td>36449</td>\n",
              "      <td>9819</td>\n",
              "      <td>81664</td>\n",
              "      <td>32354</td>\n",
              "      <td>35585</td>\n",
              "      <td>38250</td>\n",
              "      <td>53159</td>\n",
              "      <td>65949</td>\n",
              "      <td>64170</td>\n",
              "      <td>26641</td>\n",
              "      <td>79945</td>\n",
              "      <td>68414</td>\n",
              "      <td>49100</td>\n",
              "      <td>92998</td>\n",
              "      <td>14818</td>\n",
              "      <td>6083</td>\n",
              "      <td>79577</td>\n",
              "      <td>59088</td>\n",
              "      <td>60653</td>\n",
              "      <td>88578</td>\n",
              "      <td>11690</td>\n",
              "      <td>26680</td>\n",
              "      <td>48035</td>\n",
              "      <td>3833</td>\n",
              "      <td>5949</td>\n",
              "      <td>62263</td>\n",
              "      <td>88044</td>\n",
              "      <td>18530</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>7</th>\n",
              "      <td>75011</td>\n",
              "      <td>31280</td>\n",
              "      <td>3169</td>\n",
              "      <td>1629</td>\n",
              "      <td>12290</td>\n",
              "      <td>4673</td>\n",
              "      <td>7702</td>\n",
              "      <td>48243</td>\n",
              "      <td>57886</td>\n",
              "      <td>27317</td>\n",
              "      <td>79800</td>\n",
              "      <td>70413</td>\n",
              "      <td>30641</td>\n",
              "      <td>13243</td>\n",
              "      <td>7552</td>\n",
              "      <td>98037</td>\n",
              "      <td>83025</td>\n",
              "      <td>93425</td>\n",
              "      <td>93106</td>\n",
              "      <td>7413</td>\n",
              "      <td>9663</td>\n",
              "      <td>73252</td>\n",
              "      <td>71156</td>\n",
              "      <td>45976</td>\n",
              "      <td>13532</td>\n",
              "      <td>52615</td>\n",
              "      <td>32737</td>\n",
              "      <td>99208</td>\n",
              "      <td>54502</td>\n",
              "      <td>77373</td>\n",
              "      <td>99323</td>\n",
              "      <td>24843</td>\n",
              "      <td>48413</td>\n",
              "      <td>16911</td>\n",
              "      <td>70278</td>\n",
              "      <td>46265</td>\n",
              "      <td>9139</td>\n",
              "      <td>10571</td>\n",
              "      <td>51970</td>\n",
              "      <td>87390</td>\n",
              "      <td>...</td>\n",
              "      <td>86228</td>\n",
              "      <td>32320</td>\n",
              "      <td>41968</td>\n",
              "      <td>67953</td>\n",
              "      <td>17828</td>\n",
              "      <td>97388</td>\n",
              "      <td>83425</td>\n",
              "      <td>91682</td>\n",
              "      <td>85623</td>\n",
              "      <td>61874</td>\n",
              "      <td>68510</td>\n",
              "      <td>42235</td>\n",
              "      <td>46884</td>\n",
              "      <td>86442</td>\n",
              "      <td>71242</td>\n",
              "      <td>52849</td>\n",
              "      <td>27561</td>\n",
              "      <td>1806</td>\n",
              "      <td>91897</td>\n",
              "      <td>51009</td>\n",
              "      <td>41049</td>\n",
              "      <td>17506</td>\n",
              "      <td>97821</td>\n",
              "      <td>6398</td>\n",
              "      <td>74370</td>\n",
              "      <td>66654</td>\n",
              "      <td>61767</td>\n",
              "      <td>52603</td>\n",
              "      <td>99006</td>\n",
              "      <td>94998</td>\n",
              "      <td>32810</td>\n",
              "      <td>8337</td>\n",
              "      <td>84823</td>\n",
              "      <td>24568</td>\n",
              "      <td>1924</td>\n",
              "      <td>72371</td>\n",
              "      <td>80029</td>\n",
              "      <td>71658</td>\n",
              "      <td>66069</td>\n",
              "      <td>68792</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>8</th>\n",
              "      <td>63384</td>\n",
              "      <td>31296</td>\n",
              "      <td>9999</td>\n",
              "      <td>49929</td>\n",
              "      <td>14252</td>\n",
              "      <td>77233</td>\n",
              "      <td>675</td>\n",
              "      <td>70063</td>\n",
              "      <td>78300</td>\n",
              "      <td>97527</td>\n",
              "      <td>45507</td>\n",
              "      <td>54202</td>\n",
              "      <td>94518</td>\n",
              "      <td>25199</td>\n",
              "      <td>15893</td>\n",
              "      <td>45794</td>\n",
              "      <td>56115</td>\n",
              "      <td>84422</td>\n",
              "      <td>49666</td>\n",
              "      <td>68838</td>\n",
              "      <td>29800</td>\n",
              "      <td>79543</td>\n",
              "      <td>36222</td>\n",
              "      <td>50371</td>\n",
              "      <td>2911</td>\n",
              "      <td>57667</td>\n",
              "      <td>84659</td>\n",
              "      <td>42935</td>\n",
              "      <td>13573</td>\n",
              "      <td>10335</td>\n",
              "      <td>59489</td>\n",
              "      <td>94780</td>\n",
              "      <td>17299</td>\n",
              "      <td>99054</td>\n",
              "      <td>5954</td>\n",
              "      <td>81054</td>\n",
              "      <td>69701</td>\n",
              "      <td>13571</td>\n",
              "      <td>7685</td>\n",
              "      <td>28290</td>\n",
              "      <td>...</td>\n",
              "      <td>34168</td>\n",
              "      <td>60271</td>\n",
              "      <td>83324</td>\n",
              "      <td>41597</td>\n",
              "      <td>19733</td>\n",
              "      <td>42287</td>\n",
              "      <td>84216</td>\n",
              "      <td>82596</td>\n",
              "      <td>15069</td>\n",
              "      <td>86487</td>\n",
              "      <td>78742</td>\n",
              "      <td>86994</td>\n",
              "      <td>46585</td>\n",
              "      <td>14757</td>\n",
              "      <td>25969</td>\n",
              "      <td>25355</td>\n",
              "      <td>75171</td>\n",
              "      <td>39119</td>\n",
              "      <td>73090</td>\n",
              "      <td>14061</td>\n",
              "      <td>78451</td>\n",
              "      <td>22248</td>\n",
              "      <td>75459</td>\n",
              "      <td>64881</td>\n",
              "      <td>84899</td>\n",
              "      <td>68972</td>\n",
              "      <td>9393</td>\n",
              "      <td>76566</td>\n",
              "      <td>15889</td>\n",
              "      <td>22301</td>\n",
              "      <td>23180</td>\n",
              "      <td>41470</td>\n",
              "      <td>47083</td>\n",
              "      <td>13550</td>\n",
              "      <td>4523</td>\n",
              "      <td>40626</td>\n",
              "      <td>98366</td>\n",
              "      <td>73015</td>\n",
              "      <td>79870</td>\n",
              "      <td>52318</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>9</th>\n",
              "      <td>54291</td>\n",
              "      <td>68591</td>\n",
              "      <td>15323</td>\n",
              "      <td>96373</td>\n",
              "      <td>20217</td>\n",
              "      <td>97040</td>\n",
              "      <td>92359</td>\n",
              "      <td>71507</td>\n",
              "      <td>70326</td>\n",
              "      <td>16681</td>\n",
              "      <td>97339</td>\n",
              "      <td>29470</td>\n",
              "      <td>62172</td>\n",
              "      <td>82794</td>\n",
              "      <td>92586</td>\n",
              "      <td>18851</td>\n",
              "      <td>90818</td>\n",
              "      <td>99679</td>\n",
              "      <td>47254</td>\n",
              "      <td>6014</td>\n",
              "      <td>51949</td>\n",
              "      <td>37197</td>\n",
              "      <td>48758</td>\n",
              "      <td>89464</td>\n",
              "      <td>67142</td>\n",
              "      <td>38455</td>\n",
              "      <td>32274</td>\n",
              "      <td>84459</td>\n",
              "      <td>61305</td>\n",
              "      <td>51397</td>\n",
              "      <td>49047</td>\n",
              "      <td>95050</td>\n",
              "      <td>96086</td>\n",
              "      <td>74369</td>\n",
              "      <td>38320</td>\n",
              "      <td>33504</td>\n",
              "      <td>53655</td>\n",
              "      <td>71843</td>\n",
              "      <td>6762</td>\n",
              "      <td>48252</td>\n",
              "      <td>...</td>\n",
              "      <td>71620</td>\n",
              "      <td>43706</td>\n",
              "      <td>57388</td>\n",
              "      <td>72955</td>\n",
              "      <td>49751</td>\n",
              "      <td>51274</td>\n",
              "      <td>99707</td>\n",
              "      <td>48906</td>\n",
              "      <td>21067</td>\n",
              "      <td>24542</td>\n",
              "      <td>48228</td>\n",
              "      <td>78097</td>\n",
              "      <td>86286</td>\n",
              "      <td>23308</td>\n",
              "      <td>25230</td>\n",
              "      <td>25366</td>\n",
              "      <td>23393</td>\n",
              "      <td>59826</td>\n",
              "      <td>72585</td>\n",
              "      <td>35016</td>\n",
              "      <td>28204</td>\n",
              "      <td>24531</td>\n",
              "      <td>93417</td>\n",
              "      <td>99765</td>\n",
              "      <td>91864</td>\n",
              "      <td>20289</td>\n",
              "      <td>63829</td>\n",
              "      <td>40737</td>\n",
              "      <td>6804</td>\n",
              "      <td>19932</td>\n",
              "      <td>54173</td>\n",
              "      <td>37316</td>\n",
              "      <td>51378</td>\n",
              "      <td>92172</td>\n",
              "      <td>91115</td>\n",
              "      <td>87481</td>\n",
              "      <td>60151</td>\n",
              "      <td>5446</td>\n",
              "      <td>82348</td>\n",
              "      <td>61845</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10</th>\n",
              "      <td>34345</td>\n",
              "      <td>88831</td>\n",
              "      <td>81480</td>\n",
              "      <td>25727</td>\n",
              "      <td>95816</td>\n",
              "      <td>90551</td>\n",
              "      <td>24446</td>\n",
              "      <td>92852</td>\n",
              "      <td>1507</td>\n",
              "      <td>25575</td>\n",
              "      <td>38156</td>\n",
              "      <td>94616</td>\n",
              "      <td>7731</td>\n",
              "      <td>36755</td>\n",
              "      <td>65415</td>\n",
              "      <td>74346</td>\n",
              "      <td>43434</td>\n",
              "      <td>49223</td>\n",
              "      <td>78146</td>\n",
              "      <td>75020</td>\n",
              "      <td>26239</td>\n",
              "      <td>89661</td>\n",
              "      <td>14972</td>\n",
              "      <td>23402</td>\n",
              "      <td>3070</td>\n",
              "      <td>26303</td>\n",
              "      <td>53152</td>\n",
              "      <td>36265</td>\n",
              "      <td>86050</td>\n",
              "      <td>51251</td>\n",
              "      <td>74360</td>\n",
              "      <td>70819</td>\n",
              "      <td>66888</td>\n",
              "      <td>7120</td>\n",
              "      <td>72185</td>\n",
              "      <td>87505</td>\n",
              "      <td>96280</td>\n",
              "      <td>68130</td>\n",
              "      <td>35686</td>\n",
              "      <td>15366</td>\n",
              "      <td>...</td>\n",
              "      <td>30612</td>\n",
              "      <td>65541</td>\n",
              "      <td>98399</td>\n",
              "      <td>65489</td>\n",
              "      <td>38569</td>\n",
              "      <td>2311</td>\n",
              "      <td>79515</td>\n",
              "      <td>82010</td>\n",
              "      <td>67181</td>\n",
              "      <td>75528</td>\n",
              "      <td>46433</td>\n",
              "      <td>7103</td>\n",
              "      <td>52647</td>\n",
              "      <td>49242</td>\n",
              "      <td>29382</td>\n",
              "      <td>51210</td>\n",
              "      <td>94019</td>\n",
              "      <td>73786</td>\n",
              "      <td>80094</td>\n",
              "      <td>14924</td>\n",
              "      <td>47795</td>\n",
              "      <td>84704</td>\n",
              "      <td>53398</td>\n",
              "      <td>51485</td>\n",
              "      <td>91670</td>\n",
              "      <td>35718</td>\n",
              "      <td>14323</td>\n",
              "      <td>53042</td>\n",
              "      <td>93374</td>\n",
              "      <td>72125</td>\n",
              "      <td>62596</td>\n",
              "      <td>25726</td>\n",
              "      <td>40521</td>\n",
              "      <td>30984</td>\n",
              "      <td>61061</td>\n",
              "      <td>8041</td>\n",
              "      <td>49374</td>\n",
              "      <td>16215</td>\n",
              "      <td>63719</td>\n",
              "      <td>52114</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>11</th>\n",
              "      <td>22953</td>\n",
              "      <td>19244</td>\n",
              "      <td>91909</td>\n",
              "      <td>41390</td>\n",
              "      <td>98384</td>\n",
              "      <td>44666</td>\n",
              "      <td>22407</td>\n",
              "      <td>32355</td>\n",
              "      <td>31064</td>\n",
              "      <td>73168</td>\n",
              "      <td>59172</td>\n",
              "      <td>53103</td>\n",
              "      <td>21275</td>\n",
              "      <td>36105</td>\n",
              "      <td>58961</td>\n",
              "      <td>16853</td>\n",
              "      <td>761</td>\n",
              "      <td>50496</td>\n",
              "      <td>27473</td>\n",
              "      <td>97356</td>\n",
              "      <td>78259</td>\n",
              "      <td>13397</td>\n",
              "      <td>18174</td>\n",
              "      <td>43254</td>\n",
              "      <td>67762</td>\n",
              "      <td>51259</td>\n",
              "      <td>224</td>\n",
              "      <td>90738</td>\n",
              "      <td>97404</td>\n",
              "      <td>66752</td>\n",
              "      <td>80143</td>\n",
              "      <td>88061</td>\n",
              "      <td>61061</td>\n",
              "      <td>72773</td>\n",
              "      <td>42670</td>\n",
              "      <td>31801</td>\n",
              "      <td>52698</td>\n",
              "      <td>88902</td>\n",
              "      <td>56904</td>\n",
              "      <td>54630</td>\n",
              "      <td>...</td>\n",
              "      <td>55700</td>\n",
              "      <td>7341</td>\n",
              "      <td>67310</td>\n",
              "      <td>60458</td>\n",
              "      <td>87129</td>\n",
              "      <td>2047</td>\n",
              "      <td>24482</td>\n",
              "      <td>36224</td>\n",
              "      <td>54281</td>\n",
              "      <td>50758</td>\n",
              "      <td>48353</td>\n",
              "      <td>29876</td>\n",
              "      <td>73745</td>\n",
              "      <td>98938</td>\n",
              "      <td>73443</td>\n",
              "      <td>76221</td>\n",
              "      <td>24886</td>\n",
              "      <td>32099</td>\n",
              "      <td>87515</td>\n",
              "      <td>30363</td>\n",
              "      <td>74188</td>\n",
              "      <td>78407</td>\n",
              "      <td>94929</td>\n",
              "      <td>25386</td>\n",
              "      <td>17386</td>\n",
              "      <td>34588</td>\n",
              "      <td>50549</td>\n",
              "      <td>64565</td>\n",
              "      <td>22685</td>\n",
              "      <td>54822</td>\n",
              "      <td>43227</td>\n",
              "      <td>64231</td>\n",
              "      <td>96062</td>\n",
              "      <td>42096</td>\n",
              "      <td>94111</td>\n",
              "      <td>60120</td>\n",
              "      <td>76447</td>\n",
              "      <td>97958</td>\n",
              "      <td>46901</td>\n",
              "      <td>92137</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>12</th>\n",
              "      <td>99733</td>\n",
              "      <td>36965</td>\n",
              "      <td>89785</td>\n",
              "      <td>39402</td>\n",
              "      <td>55244</td>\n",
              "      <td>50830</td>\n",
              "      <td>3477</td>\n",
              "      <td>62954</td>\n",
              "      <td>70232</td>\n",
              "      <td>15517</td>\n",
              "      <td>25</td>\n",
              "      <td>53636</td>\n",
              "      <td>77228</td>\n",
              "      <td>49470</td>\n",
              "      <td>76270</td>\n",
              "      <td>12581</td>\n",
              "      <td>28299</td>\n",
              "      <td>95645</td>\n",
              "      <td>20116</td>\n",
              "      <td>22580</td>\n",
              "      <td>66270</td>\n",
              "      <td>75829</td>\n",
              "      <td>37738</td>\n",
              "      <td>43843</td>\n",
              "      <td>76232</td>\n",
              "      <td>62860</td>\n",
              "      <td>88898</td>\n",
              "      <td>22176</td>\n",
              "      <td>43112</td>\n",
              "      <td>50675</td>\n",
              "      <td>1997</td>\n",
              "      <td>7350</td>\n",
              "      <td>13234</td>\n",
              "      <td>41396</td>\n",
              "      <td>63997</td>\n",
              "      <td>24571</td>\n",
              "      <td>21937</td>\n",
              "      <td>24020</td>\n",
              "      <td>22821</td>\n",
              "      <td>44980</td>\n",
              "      <td>...</td>\n",
              "      <td>12467</td>\n",
              "      <td>58516</td>\n",
              "      <td>785</td>\n",
              "      <td>20471</td>\n",
              "      <td>50358</td>\n",
              "      <td>33354</td>\n",
              "      <td>88157</td>\n",
              "      <td>81240</td>\n",
              "      <td>36145</td>\n",
              "      <td>98133</td>\n",
              "      <td>32619</td>\n",
              "      <td>54747</td>\n",
              "      <td>13820</td>\n",
              "      <td>52248</td>\n",
              "      <td>97621</td>\n",
              "      <td>35702</td>\n",
              "      <td>27677</td>\n",
              "      <td>39778</td>\n",
              "      <td>97353</td>\n",
              "      <td>71208</td>\n",
              "      <td>63917</td>\n",
              "      <td>87469</td>\n",
              "      <td>19683</td>\n",
              "      <td>68308</td>\n",
              "      <td>59639</td>\n",
              "      <td>85455</td>\n",
              "      <td>42508</td>\n",
              "      <td>81625</td>\n",
              "      <td>49280</td>\n",
              "      <td>42132</td>\n",
              "      <td>84211</td>\n",
              "      <td>6402</td>\n",
              "      <td>19319</td>\n",
              "      <td>19353</td>\n",
              "      <td>43</td>\n",
              "      <td>74349</td>\n",
              "      <td>78894</td>\n",
              "      <td>95608</td>\n",
              "      <td>63945</td>\n",
              "      <td>29116</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>13</th>\n",
              "      <td>80602</td>\n",
              "      <td>89714</td>\n",
              "      <td>5427</td>\n",
              "      <td>75153</td>\n",
              "      <td>81489</td>\n",
              "      <td>2972</td>\n",
              "      <td>67751</td>\n",
              "      <td>87132</td>\n",
              "      <td>62893</td>\n",
              "      <td>7150</td>\n",
              "      <td>60998</td>\n",
              "      <td>24981</td>\n",
              "      <td>45707</td>\n",
              "      <td>8200</td>\n",
              "      <td>75124</td>\n",
              "      <td>44893</td>\n",
              "      <td>57341</td>\n",
              "      <td>4482</td>\n",
              "      <td>44007</td>\n",
              "      <td>84505</td>\n",
              "      <td>74004</td>\n",
              "      <td>63904</td>\n",
              "      <td>93623</td>\n",
              "      <td>8368</td>\n",
              "      <td>83236</td>\n",
              "      <td>49671</td>\n",
              "      <td>71847</td>\n",
              "      <td>33834</td>\n",
              "      <td>61254</td>\n",
              "      <td>80147</td>\n",
              "      <td>6080</td>\n",
              "      <td>12277</td>\n",
              "      <td>38606</td>\n",
              "      <td>14511</td>\n",
              "      <td>24492</td>\n",
              "      <td>34530</td>\n",
              "      <td>48819</td>\n",
              "      <td>89929</td>\n",
              "      <td>57306</td>\n",
              "      <td>79886</td>\n",
              "      <td>...</td>\n",
              "      <td>87840</td>\n",
              "      <td>4032</td>\n",
              "      <td>10790</td>\n",
              "      <td>68852</td>\n",
              "      <td>48393</td>\n",
              "      <td>36839</td>\n",
              "      <td>5722</td>\n",
              "      <td>65976</td>\n",
              "      <td>701</td>\n",
              "      <td>99916</td>\n",
              "      <td>94231</td>\n",
              "      <td>50843</td>\n",
              "      <td>37115</td>\n",
              "      <td>91037</td>\n",
              "      <td>72427</td>\n",
              "      <td>67003</td>\n",
              "      <td>14736</td>\n",
              "      <td>18155</td>\n",
              "      <td>75170</td>\n",
              "      <td>38635</td>\n",
              "      <td>6431</td>\n",
              "      <td>15866</td>\n",
              "      <td>89310</td>\n",
              "      <td>16495</td>\n",
              "      <td>55696</td>\n",
              "      <td>61227</td>\n",
              "      <td>94090</td>\n",
              "      <td>12662</td>\n",
              "      <td>58540</td>\n",
              "      <td>49890</td>\n",
              "      <td>35379</td>\n",
              "      <td>95912</td>\n",
              "      <td>65776</td>\n",
              "      <td>18213</td>\n",
              "      <td>362</td>\n",
              "      <td>16865</td>\n",
              "      <td>60516</td>\n",
              "      <td>35781</td>\n",
              "      <td>946</td>\n",
              "      <td>27199</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>14</th>\n",
              "      <td>56920</td>\n",
              "      <td>80201</td>\n",
              "      <td>88804</td>\n",
              "      <td>70576</td>\n",
              "      <td>53451</td>\n",
              "      <td>61595</td>\n",
              "      <td>41320</td>\n",
              "      <td>71765</td>\n",
              "      <td>60229</td>\n",
              "      <td>29973</td>\n",
              "      <td>72145</td>\n",
              "      <td>88571</td>\n",
              "      <td>31409</td>\n",
              "      <td>10383</td>\n",
              "      <td>22362</td>\n",
              "      <td>72065</td>\n",
              "      <td>37396</td>\n",
              "      <td>92130</td>\n",
              "      <td>67213</td>\n",
              "      <td>39550</td>\n",
              "      <td>94312</td>\n",
              "      <td>31413</td>\n",
              "      <td>54362</td>\n",
              "      <td>68919</td>\n",
              "      <td>77609</td>\n",
              "      <td>30228</td>\n",
              "      <td>25144</td>\n",
              "      <td>81681</td>\n",
              "      <td>67519</td>\n",
              "      <td>74286</td>\n",
              "      <td>71389</td>\n",
              "      <td>34125</td>\n",
              "      <td>1354</td>\n",
              "      <td>16280</td>\n",
              "      <td>43919</td>\n",
              "      <td>14466</td>\n",
              "      <td>82763</td>\n",
              "      <td>32831</td>\n",
              "      <td>96600</td>\n",
              "      <td>29111</td>\n",
              "      <td>...</td>\n",
              "      <td>65685</td>\n",
              "      <td>36686</td>\n",
              "      <td>64334</td>\n",
              "      <td>75500</td>\n",
              "      <td>92223</td>\n",
              "      <td>85672</td>\n",
              "      <td>91164</td>\n",
              "      <td>95634</td>\n",
              "      <td>37122</td>\n",
              "      <td>59082</td>\n",
              "      <td>62850</td>\n",
              "      <td>95678</td>\n",
              "      <td>93605</td>\n",
              "      <td>65692</td>\n",
              "      <td>34563</td>\n",
              "      <td>58605</td>\n",
              "      <td>79832</td>\n",
              "      <td>56969</td>\n",
              "      <td>89124</td>\n",
              "      <td>91228</td>\n",
              "      <td>76360</td>\n",
              "      <td>51762</td>\n",
              "      <td>23466</td>\n",
              "      <td>85940</td>\n",
              "      <td>62267</td>\n",
              "      <td>63310</td>\n",
              "      <td>54631</td>\n",
              "      <td>78889</td>\n",
              "      <td>17332</td>\n",
              "      <td>72608</td>\n",
              "      <td>93716</td>\n",
              "      <td>55009</td>\n",
              "      <td>17797</td>\n",
              "      <td>3730</td>\n",
              "      <td>73294</td>\n",
              "      <td>46239</td>\n",
              "      <td>19558</td>\n",
              "      <td>53776</td>\n",
              "      <td>68436</td>\n",
              "      <td>70859</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>15</th>\n",
              "      <td>82023</td>\n",
              "      <td>86315</td>\n",
              "      <td>4832</td>\n",
              "      <td>27572</td>\n",
              "      <td>11182</td>\n",
              "      <td>99945</td>\n",
              "      <td>28868</td>\n",
              "      <td>73691</td>\n",
              "      <td>8212</td>\n",
              "      <td>29434</td>\n",
              "      <td>42654</td>\n",
              "      <td>57713</td>\n",
              "      <td>37477</td>\n",
              "      <td>5864</td>\n",
              "      <td>1735</td>\n",
              "      <td>34629</td>\n",
              "      <td>75685</td>\n",
              "      <td>66378</td>\n",
              "      <td>24007</td>\n",
              "      <td>25563</td>\n",
              "      <td>96988</td>\n",
              "      <td>92421</td>\n",
              "      <td>12360</td>\n",
              "      <td>83838</td>\n",
              "      <td>27808</td>\n",
              "      <td>53980</td>\n",
              "      <td>85879</td>\n",
              "      <td>60309</td>\n",
              "      <td>25018</td>\n",
              "      <td>95307</td>\n",
              "      <td>58948</td>\n",
              "      <td>18199</td>\n",
              "      <td>94863</td>\n",
              "      <td>38121</td>\n",
              "      <td>5676</td>\n",
              "      <td>7423</td>\n",
              "      <td>5530</td>\n",
              "      <td>77870</td>\n",
              "      <td>30889</td>\n",
              "      <td>66198</td>\n",
              "      <td>...</td>\n",
              "      <td>88146</td>\n",
              "      <td>62505</td>\n",
              "      <td>71556</td>\n",
              "      <td>87204</td>\n",
              "      <td>1690</td>\n",
              "      <td>17038</td>\n",
              "      <td>58068</td>\n",
              "      <td>95182</td>\n",
              "      <td>42322</td>\n",
              "      <td>8866</td>\n",
              "      <td>39475</td>\n",
              "      <td>27230</td>\n",
              "      <td>21620</td>\n",
              "      <td>66422</td>\n",
              "      <td>37521</td>\n",
              "      <td>52362</td>\n",
              "      <td>9880</td>\n",
              "      <td>64527</td>\n",
              "      <td>71018</td>\n",
              "      <td>86068</td>\n",
              "      <td>65177</td>\n",
              "      <td>79402</td>\n",
              "      <td>50056</td>\n",
              "      <td>89830</td>\n",
              "      <td>96971</td>\n",
              "      <td>60689</td>\n",
              "      <td>19795</td>\n",
              "      <td>79409</td>\n",
              "      <td>32987</td>\n",
              "      <td>11492</td>\n",
              "      <td>12598</td>\n",
              "      <td>59463</td>\n",
              "      <td>8929</td>\n",
              "      <td>6700</td>\n",
              "      <td>39664</td>\n",
              "      <td>68825</td>\n",
              "      <td>15347</td>\n",
              "      <td>75203</td>\n",
              "      <td>21722</td>\n",
              "      <td>14188</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>16</th>\n",
              "      <td>82631</td>\n",
              "      <td>71979</td>\n",
              "      <td>23066</td>\n",
              "      <td>27640</td>\n",
              "      <td>94966</td>\n",
              "      <td>46668</td>\n",
              "      <td>35995</td>\n",
              "      <td>45669</td>\n",
              "      <td>17316</td>\n",
              "      <td>56882</td>\n",
              "      <td>47914</td>\n",
              "      <td>80501</td>\n",
              "      <td>84418</td>\n",
              "      <td>66716</td>\n",
              "      <td>60011</td>\n",
              "      <td>20434</td>\n",
              "      <td>80578</td>\n",
              "      <td>55171</td>\n",
              "      <td>72800</td>\n",
              "      <td>89056</td>\n",
              "      <td>5080</td>\n",
              "      <td>64064</td>\n",
              "      <td>40563</td>\n",
              "      <td>25341</td>\n",
              "      <td>64092</td>\n",
              "      <td>22809</td>\n",
              "      <td>51314</td>\n",
              "      <td>42980</td>\n",
              "      <td>45975</td>\n",
              "      <td>204</td>\n",
              "      <td>52714</td>\n",
              "      <td>97212</td>\n",
              "      <td>49481</td>\n",
              "      <td>37348</td>\n",
              "      <td>37269</td>\n",
              "      <td>91348</td>\n",
              "      <td>17369</td>\n",
              "      <td>42511</td>\n",
              "      <td>80787</td>\n",
              "      <td>96724</td>\n",
              "      <td>...</td>\n",
              "      <td>6431</td>\n",
              "      <td>2890</td>\n",
              "      <td>11970</td>\n",
              "      <td>4431</td>\n",
              "      <td>86826</td>\n",
              "      <td>13635</td>\n",
              "      <td>30506</td>\n",
              "      <td>94680</td>\n",
              "      <td>51641</td>\n",
              "      <td>47180</td>\n",
              "      <td>13114</td>\n",
              "      <td>93644</td>\n",
              "      <td>19615</td>\n",
              "      <td>61776</td>\n",
              "      <td>26304</td>\n",
              "      <td>51813</td>\n",
              "      <td>59688</td>\n",
              "      <td>2362</td>\n",
              "      <td>112</td>\n",
              "      <td>93448</td>\n",
              "      <td>38127</td>\n",
              "      <td>21762</td>\n",
              "      <td>22994</td>\n",
              "      <td>6632</td>\n",
              "      <td>79522</td>\n",
              "      <td>60766</td>\n",
              "      <td>40140</td>\n",
              "      <td>32562</td>\n",
              "      <td>52864</td>\n",
              "      <td>14980</td>\n",
              "      <td>71561</td>\n",
              "      <td>45108</td>\n",
              "      <td>62825</td>\n",
              "      <td>60983</td>\n",
              "      <td>22918</td>\n",
              "      <td>94294</td>\n",
              "      <td>65575</td>\n",
              "      <td>81690</td>\n",
              "      <td>40271</td>\n",
              "      <td>56504</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>17</th>\n",
              "      <td>78704</td>\n",
              "      <td>3846</td>\n",
              "      <td>35797</td>\n",
              "      <td>45547</td>\n",
              "      <td>92849</td>\n",
              "      <td>60284</td>\n",
              "      <td>42972</td>\n",
              "      <td>97126</td>\n",
              "      <td>26769</td>\n",
              "      <td>61048</td>\n",
              "      <td>24134</td>\n",
              "      <td>28177</td>\n",
              "      <td>99792</td>\n",
              "      <td>73250</td>\n",
              "      <td>79354</td>\n",
              "      <td>211</td>\n",
              "      <td>67781</td>\n",
              "      <td>45661</td>\n",
              "      <td>8214</td>\n",
              "      <td>85632</td>\n",
              "      <td>63160</td>\n",
              "      <td>24168</td>\n",
              "      <td>47969</td>\n",
              "      <td>65005</td>\n",
              "      <td>78410</td>\n",
              "      <td>68767</td>\n",
              "      <td>57228</td>\n",
              "      <td>40862</td>\n",
              "      <td>90723</td>\n",
              "      <td>5157</td>\n",
              "      <td>70172</td>\n",
              "      <td>94843</td>\n",
              "      <td>35845</td>\n",
              "      <td>98881</td>\n",
              "      <td>28293</td>\n",
              "      <td>72649</td>\n",
              "      <td>18997</td>\n",
              "      <td>46117</td>\n",
              "      <td>13483</td>\n",
              "      <td>77387</td>\n",
              "      <td>...</td>\n",
              "      <td>77271</td>\n",
              "      <td>46484</td>\n",
              "      <td>71694</td>\n",
              "      <td>6664</td>\n",
              "      <td>58730</td>\n",
              "      <td>43349</td>\n",
              "      <td>58026</td>\n",
              "      <td>11231</td>\n",
              "      <td>92563</td>\n",
              "      <td>22365</td>\n",
              "      <td>21019</td>\n",
              "      <td>53379</td>\n",
              "      <td>3034</td>\n",
              "      <td>8912</td>\n",
              "      <td>93458</td>\n",
              "      <td>19755</td>\n",
              "      <td>28327</td>\n",
              "      <td>94031</td>\n",
              "      <td>42934</td>\n",
              "      <td>44433</td>\n",
              "      <td>62020</td>\n",
              "      <td>19469</td>\n",
              "      <td>54779</td>\n",
              "      <td>86581</td>\n",
              "      <td>32361</td>\n",
              "      <td>9348</td>\n",
              "      <td>57484</td>\n",
              "      <td>79206</td>\n",
              "      <td>32107</td>\n",
              "      <td>93775</td>\n",
              "      <td>22185</td>\n",
              "      <td>79956</td>\n",
              "      <td>39796</td>\n",
              "      <td>17254</td>\n",
              "      <td>26491</td>\n",
              "      <td>832</td>\n",
              "      <td>8324</td>\n",
              "      <td>86998</td>\n",
              "      <td>53793</td>\n",
              "      <td>60657</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>18</th>\n",
              "      <td>32080</td>\n",
              "      <td>75672</td>\n",
              "      <td>62253</td>\n",
              "      <td>99612</td>\n",
              "      <td>26012</td>\n",
              "      <td>6872</td>\n",
              "      <td>1497</td>\n",
              "      <td>75628</td>\n",
              "      <td>82556</td>\n",
              "      <td>45926</td>\n",
              "      <td>62788</td>\n",
              "      <td>79043</td>\n",
              "      <td>63478</td>\n",
              "      <td>36387</td>\n",
              "      <td>86793</td>\n",
              "      <td>61651</td>\n",
              "      <td>63408</td>\n",
              "      <td>68</td>\n",
              "      <td>12706</td>\n",
              "      <td>6524</td>\n",
              "      <td>27876</td>\n",
              "      <td>18992</td>\n",
              "      <td>38816</td>\n",
              "      <td>36089</td>\n",
              "      <td>86806</td>\n",
              "      <td>11770</td>\n",
              "      <td>33457</td>\n",
              "      <td>57619</td>\n",
              "      <td>48129</td>\n",
              "      <td>36791</td>\n",
              "      <td>62442</td>\n",
              "      <td>80946</td>\n",
              "      <td>70309</td>\n",
              "      <td>82012</td>\n",
              "      <td>33955</td>\n",
              "      <td>76373</td>\n",
              "      <td>56978</td>\n",
              "      <td>10863</td>\n",
              "      <td>2755</td>\n",
              "      <td>18858</td>\n",
              "      <td>...</td>\n",
              "      <td>81333</td>\n",
              "      <td>21926</td>\n",
              "      <td>21708</td>\n",
              "      <td>16093</td>\n",
              "      <td>81038</td>\n",
              "      <td>15722</td>\n",
              "      <td>49216</td>\n",
              "      <td>48115</td>\n",
              "      <td>78440</td>\n",
              "      <td>57656</td>\n",
              "      <td>25758</td>\n",
              "      <td>20790</td>\n",
              "      <td>82560</td>\n",
              "      <td>71819</td>\n",
              "      <td>27267</td>\n",
              "      <td>18762</td>\n",
              "      <td>99051</td>\n",
              "      <td>13919</td>\n",
              "      <td>91661</td>\n",
              "      <td>76007</td>\n",
              "      <td>17907</td>\n",
              "      <td>88745</td>\n",
              "      <td>23622</td>\n",
              "      <td>44513</td>\n",
              "      <td>45714</td>\n",
              "      <td>98833</td>\n",
              "      <td>78618</td>\n",
              "      <td>30158</td>\n",
              "      <td>53481</td>\n",
              "      <td>86992</td>\n",
              "      <td>5795</td>\n",
              "      <td>68903</td>\n",
              "      <td>69523</td>\n",
              "      <td>54380</td>\n",
              "      <td>22516</td>\n",
              "      <td>40989</td>\n",
              "      <td>64209</td>\n",
              "      <td>58264</td>\n",
              "      <td>43779</td>\n",
              "      <td>62335</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>19</th>\n",
              "      <td>13104</td>\n",
              "      <td>39983</td>\n",
              "      <td>83625</td>\n",
              "      <td>41282</td>\n",
              "      <td>55830</td>\n",
              "      <td>20552</td>\n",
              "      <td>59414</td>\n",
              "      <td>68735</td>\n",
              "      <td>45651</td>\n",
              "      <td>36559</td>\n",
              "      <td>70924</td>\n",
              "      <td>81613</td>\n",
              "      <td>77650</td>\n",
              "      <td>8091</td>\n",
              "      <td>93971</td>\n",
              "      <td>89084</td>\n",
              "      <td>1539</td>\n",
              "      <td>1294</td>\n",
              "      <td>22120</td>\n",
              "      <td>72453</td>\n",
              "      <td>13145</td>\n",
              "      <td>59763</td>\n",
              "      <td>4350</td>\n",
              "      <td>62897</td>\n",
              "      <td>39827</td>\n",
              "      <td>25113</td>\n",
              "      <td>42273</td>\n",
              "      <td>50892</td>\n",
              "      <td>6965</td>\n",
              "      <td>55056</td>\n",
              "      <td>29431</td>\n",
              "      <td>26789</td>\n",
              "      <td>33852</td>\n",
              "      <td>44762</td>\n",
              "      <td>43067</td>\n",
              "      <td>50508</td>\n",
              "      <td>80976</td>\n",
              "      <td>28819</td>\n",
              "      <td>85321</td>\n",
              "      <td>34956</td>\n",
              "      <td>...</td>\n",
              "      <td>47738</td>\n",
              "      <td>38835</td>\n",
              "      <td>80253</td>\n",
              "      <td>69960</td>\n",
              "      <td>19895</td>\n",
              "      <td>15312</td>\n",
              "      <td>99778</td>\n",
              "      <td>26434</td>\n",
              "      <td>21159</td>\n",
              "      <td>807</td>\n",
              "      <td>68186</td>\n",
              "      <td>58864</td>\n",
              "      <td>59745</td>\n",
              "      <td>33814</td>\n",
              "      <td>81035</td>\n",
              "      <td>52078</td>\n",
              "      <td>34820</td>\n",
              "      <td>58323</td>\n",
              "      <td>47218</td>\n",
              "      <td>12687</td>\n",
              "      <td>92286</td>\n",
              "      <td>98952</td>\n",
              "      <td>54339</td>\n",
              "      <td>2802</td>\n",
              "      <td>16612</td>\n",
              "      <td>46016</td>\n",
              "      <td>96109</td>\n",
              "      <td>59995</td>\n",
              "      <td>23481</td>\n",
              "      <td>72493</td>\n",
              "      <td>85738</td>\n",
              "      <td>36734</td>\n",
              "      <td>34583</td>\n",
              "      <td>64056</td>\n",
              "      <td>8997</td>\n",
              "      <td>1630</td>\n",
              "      <td>8056</td>\n",
              "      <td>58152</td>\n",
              "      <td>28645</td>\n",
              "      <td>72679</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>20 rows × 100 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "       0      1      2      3      4   ...     95     96     97     98     99\n",
              "0   35118  45096  18370  51231    280  ...  34368  49018  45609  91302  22964\n",
              "1   48058  55299  50812  65876  71801  ...  39286  73666  40999   2239  52575\n",
              "2   72326  41456  52263  35459  73888  ...  35067  91230  82815  26771  46506\n",
              "3   46675  41846  63782   1586  22071  ...  65981  14404  96758  96050  72800\n",
              "4   88170  98019  35549  76375  23262  ...  80527  57422  28698  59173  84236\n",
              "5   20327  46959  18040  65734  41991  ...  63439   8814  47900  89661  82323\n",
              "6   54358  25355   8770  94985  95910  ...   3833   5949  62263  88044  18530\n",
              "7   75011  31280   3169   1629  12290  ...  72371  80029  71658  66069  68792\n",
              "8   63384  31296   9999  49929  14252  ...  40626  98366  73015  79870  52318\n",
              "9   54291  68591  15323  96373  20217  ...  87481  60151   5446  82348  61845\n",
              "10  34345  88831  81480  25727  95816  ...   8041  49374  16215  63719  52114\n",
              "11  22953  19244  91909  41390  98384  ...  60120  76447  97958  46901  92137\n",
              "12  99733  36965  89785  39402  55244  ...  74349  78894  95608  63945  29116\n",
              "13  80602  89714   5427  75153  81489  ...  16865  60516  35781    946  27199\n",
              "14  56920  80201  88804  70576  53451  ...  46239  19558  53776  68436  70859\n",
              "15  82023  86315   4832  27572  11182  ...  68825  15347  75203  21722  14188\n",
              "16  82631  71979  23066  27640  94966  ...  94294  65575  81690  40271  56504\n",
              "17  78704   3846  35797  45547  92849  ...    832   8324  86998  53793  60657\n",
              "18  32080  75672  62253  99612  26012  ...  40989  64209  58264  43779  62335\n",
              "19  13104  39983  83625  41282  55830  ...   1630   8056  58152  28645  72679\n",
              "\n",
              "[20 rows x 100 columns]"
            ]
          },
          "metadata": {},
          "execution_count": 39
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "wijjGegbU9AR",
        "outputId": "36095052-90c6-4196-cdab-523864780d28"
      },
      "source": [
        "print(\"SAMPLE : \")\n",
        "a = df_population2c\n",
        "ct = 0\n",
        "\n",
        "for i in range(0, 100):\n",
        "    for j in range(0, 20):\n",
        "        if(a[i][j] < 10000):  # Crietria for selection of the Random Numbers\n",
        "            if(ct < 20):  # Number of Elements to be chosen = 10\n",
        "                print(a[i][j], end = \" \")\n",
        "                ct = ct + 1"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "SAMPLE : \n",
            "3846 8770 3169 9999 5427 4832 1586 1629 280 6334 4673 2972 6872 1041 7702 675 3477 1497 9225 1507 "
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 707
        },
        "id": "4aDbgWmfPtvl",
        "outputId": "522956ad-2b24-4085-fe37-ed077af6b821"
      },
      "source": [
        "# Category D - Size 1000\n",
        "df_population2d = pd.DataFrame(np.random.randint(0, 100000, size=(20, 50)))\n",
        "print(\"POPULATION : \")\n",
        "df_population2d"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "POPULATION : \n"
          ]
        },
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
              "<div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
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              "</style>\n",
              "<table border=\"1\" class=\"dataframe\">\n",
              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>0</th>\n",
              "      <th>1</th>\n",
              "      <th>2</th>\n",
              "      <th>3</th>\n",
              "      <th>4</th>\n",
              "      <th>5</th>\n",
              "      <th>6</th>\n",
              "      <th>7</th>\n",
              "      <th>8</th>\n",
              "      <th>9</th>\n",
              "      <th>10</th>\n",
              "      <th>11</th>\n",
              "      <th>12</th>\n",
              "      <th>13</th>\n",
              "      <th>14</th>\n",
              "      <th>15</th>\n",
              "      <th>16</th>\n",
              "      <th>17</th>\n",
              "      <th>18</th>\n",
              "      <th>19</th>\n",
              "      <th>20</th>\n",
              "      <th>21</th>\n",
              "      <th>22</th>\n",
              "      <th>23</th>\n",
              "      <th>24</th>\n",
              "      <th>25</th>\n",
              "      <th>26</th>\n",
              "      <th>27</th>\n",
              "      <th>28</th>\n",
              "      <th>29</th>\n",
              "      <th>30</th>\n",
              "      <th>31</th>\n",
              "      <th>32</th>\n",
              "      <th>33</th>\n",
              "      <th>34</th>\n",
              "      <th>35</th>\n",
              "      <th>36</th>\n",
              "      <th>37</th>\n",
              "      <th>38</th>\n",
              "      <th>39</th>\n",
              "      <th>40</th>\n",
              "      <th>41</th>\n",
              "      <th>42</th>\n",
              "      <th>43</th>\n",
              "      <th>44</th>\n",
              "      <th>45</th>\n",
              "      <th>46</th>\n",
              "      <th>47</th>\n",
              "      <th>48</th>\n",
              "      <th>49</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>11049</td>\n",
              "      <td>39915</td>\n",
              "      <td>12278</td>\n",
              "      <td>48653</td>\n",
              "      <td>1033</td>\n",
              "      <td>69003</td>\n",
              "      <td>26401</td>\n",
              "      <td>42343</td>\n",
              "      <td>21030</td>\n",
              "      <td>20592</td>\n",
              "      <td>97486</td>\n",
              "      <td>91963</td>\n",
              "      <td>55806</td>\n",
              "      <td>92981</td>\n",
              "      <td>44250</td>\n",
              "      <td>34828</td>\n",
              "      <td>91409</td>\n",
              "      <td>46647</td>\n",
              "      <td>34357</td>\n",
              "      <td>25828</td>\n",
              "      <td>83714</td>\n",
              "      <td>29540</td>\n",
              "      <td>86758</td>\n",
              "      <td>98062</td>\n",
              "      <td>61399</td>\n",
              "      <td>10817</td>\n",
              "      <td>88798</td>\n",
              "      <td>95333</td>\n",
              "      <td>9668</td>\n",
              "      <td>66007</td>\n",
              "      <td>74180</td>\n",
              "      <td>35577</td>\n",
              "      <td>79174</td>\n",
              "      <td>54410</td>\n",
              "      <td>9407</td>\n",
              "      <td>1805</td>\n",
              "      <td>66486</td>\n",
              "      <td>36310</td>\n",
              "      <td>23225</td>\n",
              "      <td>81261</td>\n",
              "      <td>78791</td>\n",
              "      <td>64532</td>\n",
              "      <td>14370</td>\n",
              "      <td>14315</td>\n",
              "      <td>99583</td>\n",
              "      <td>84018</td>\n",
              "      <td>72283</td>\n",
              "      <td>69942</td>\n",
              "      <td>69910</td>\n",
              "      <td>40201</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>13992</td>\n",
              "      <td>15812</td>\n",
              "      <td>80998</td>\n",
              "      <td>71203</td>\n",
              "      <td>36329</td>\n",
              "      <td>63565</td>\n",
              "      <td>45647</td>\n",
              "      <td>6900</td>\n",
              "      <td>20895</td>\n",
              "      <td>17227</td>\n",
              "      <td>82438</td>\n",
              "      <td>27884</td>\n",
              "      <td>48355</td>\n",
              "      <td>71875</td>\n",
              "      <td>87556</td>\n",
              "      <td>41028</td>\n",
              "      <td>54771</td>\n",
              "      <td>42062</td>\n",
              "      <td>26745</td>\n",
              "      <td>26017</td>\n",
              "      <td>41043</td>\n",
              "      <td>9949</td>\n",
              "      <td>62122</td>\n",
              "      <td>61588</td>\n",
              "      <td>99946</td>\n",
              "      <td>18850</td>\n",
              "      <td>95058</td>\n",
              "      <td>29143</td>\n",
              "      <td>68286</td>\n",
              "      <td>39918</td>\n",
              "      <td>92956</td>\n",
              "      <td>74709</td>\n",
              "      <td>29960</td>\n",
              "      <td>28227</td>\n",
              "      <td>19511</td>\n",
              "      <td>86059</td>\n",
              "      <td>91058</td>\n",
              "      <td>67302</td>\n",
              "      <td>30380</td>\n",
              "      <td>64933</td>\n",
              "      <td>98623</td>\n",
              "      <td>75389</td>\n",
              "      <td>61313</td>\n",
              "      <td>39239</td>\n",
              "      <td>1628</td>\n",
              "      <td>65444</td>\n",
              "      <td>6778</td>\n",
              "      <td>39121</td>\n",
              "      <td>71085</td>\n",
              "      <td>8862</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>89626</td>\n",
              "      <td>8150</td>\n",
              "      <td>41985</td>\n",
              "      <td>36417</td>\n",
              "      <td>7026</td>\n",
              "      <td>81568</td>\n",
              "      <td>20617</td>\n",
              "      <td>48723</td>\n",
              "      <td>2873</td>\n",
              "      <td>88379</td>\n",
              "      <td>63504</td>\n",
              "      <td>32031</td>\n",
              "      <td>43951</td>\n",
              "      <td>31250</td>\n",
              "      <td>81993</td>\n",
              "      <td>51847</td>\n",
              "      <td>51372</td>\n",
              "      <td>48265</td>\n",
              "      <td>69856</td>\n",
              "      <td>51204</td>\n",
              "      <td>77562</td>\n",
              "      <td>34841</td>\n",
              "      <td>19499</td>\n",
              "      <td>34071</td>\n",
              "      <td>41109</td>\n",
              "      <td>87803</td>\n",
              "      <td>86197</td>\n",
              "      <td>99808</td>\n",
              "      <td>22122</td>\n",
              "      <td>43977</td>\n",
              "      <td>26573</td>\n",
              "      <td>58368</td>\n",
              "      <td>1856</td>\n",
              "      <td>1669</td>\n",
              "      <td>91509</td>\n",
              "      <td>19409</td>\n",
              "      <td>58683</td>\n",
              "      <td>49784</td>\n",
              "      <td>88817</td>\n",
              "      <td>56413</td>\n",
              "      <td>46809</td>\n",
              "      <td>44621</td>\n",
              "      <td>23136</td>\n",
              "      <td>67824</td>\n",
              "      <td>15935</td>\n",
              "      <td>77269</td>\n",
              "      <td>51431</td>\n",
              "      <td>95955</td>\n",
              "      <td>90192</td>\n",
              "      <td>4091</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>83193</td>\n",
              "      <td>70162</td>\n",
              "      <td>75055</td>\n",
              "      <td>46121</td>\n",
              "      <td>3050</td>\n",
              "      <td>80361</td>\n",
              "      <td>5448</td>\n",
              "      <td>73486</td>\n",
              "      <td>74022</td>\n",
              "      <td>54976</td>\n",
              "      <td>45860</td>\n",
              "      <td>97883</td>\n",
              "      <td>8471</td>\n",
              "      <td>23350</td>\n",
              "      <td>51063</td>\n",
              "      <td>5832</td>\n",
              "      <td>33732</td>\n",
              "      <td>91703</td>\n",
              "      <td>80504</td>\n",
              "      <td>47453</td>\n",
              "      <td>52594</td>\n",
              "      <td>93793</td>\n",
              "      <td>71473</td>\n",
              "      <td>38930</td>\n",
              "      <td>89423</td>\n",
              "      <td>24670</td>\n",
              "      <td>851</td>\n",
              "      <td>66605</td>\n",
              "      <td>1291</td>\n",
              "      <td>78436</td>\n",
              "      <td>89844</td>\n",
              "      <td>94857</td>\n",
              "      <td>657</td>\n",
              "      <td>9245</td>\n",
              "      <td>67244</td>\n",
              "      <td>32152</td>\n",
              "      <td>89510</td>\n",
              "      <td>33036</td>\n",
              "      <td>48162</td>\n",
              "      <td>74175</td>\n",
              "      <td>65131</td>\n",
              "      <td>78843</td>\n",
              "      <td>2139</td>\n",
              "      <td>94070</td>\n",
              "      <td>23473</td>\n",
              "      <td>83279</td>\n",
              "      <td>27398</td>\n",
              "      <td>34550</td>\n",
              "      <td>32765</td>\n",
              "      <td>86294</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>30030</td>\n",
              "      <td>6864</td>\n",
              "      <td>25988</td>\n",
              "      <td>43139</td>\n",
              "      <td>92018</td>\n",
              "      <td>88528</td>\n",
              "      <td>60379</td>\n",
              "      <td>74122</td>\n",
              "      <td>19523</td>\n",
              "      <td>9620</td>\n",
              "      <td>99709</td>\n",
              "      <td>32430</td>\n",
              "      <td>28374</td>\n",
              "      <td>22250</td>\n",
              "      <td>11949</td>\n",
              "      <td>6058</td>\n",
              "      <td>26168</td>\n",
              "      <td>84005</td>\n",
              "      <td>64330</td>\n",
              "      <td>58848</td>\n",
              "      <td>60985</td>\n",
              "      <td>82672</td>\n",
              "      <td>23154</td>\n",
              "      <td>19850</td>\n",
              "      <td>59425</td>\n",
              "      <td>24447</td>\n",
              "      <td>33726</td>\n",
              "      <td>22426</td>\n",
              "      <td>4142</td>\n",
              "      <td>25937</td>\n",
              "      <td>44660</td>\n",
              "      <td>11298</td>\n",
              "      <td>48233</td>\n",
              "      <td>54450</td>\n",
              "      <td>59793</td>\n",
              "      <td>53762</td>\n",
              "      <td>31110</td>\n",
              "      <td>76873</td>\n",
              "      <td>35001</td>\n",
              "      <td>15282</td>\n",
              "      <td>56500</td>\n",
              "      <td>40218</td>\n",
              "      <td>65879</td>\n",
              "      <td>6107</td>\n",
              "      <td>81634</td>\n",
              "      <td>37660</td>\n",
              "      <td>6538</td>\n",
              "      <td>22776</td>\n",
              "      <td>65742</td>\n",
              "      <td>19129</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>5</th>\n",
              "      <td>77237</td>\n",
              "      <td>27498</td>\n",
              "      <td>48546</td>\n",
              "      <td>50530</td>\n",
              "      <td>60064</td>\n",
              "      <td>45978</td>\n",
              "      <td>66182</td>\n",
              "      <td>89534</td>\n",
              "      <td>75324</td>\n",
              "      <td>77241</td>\n",
              "      <td>48434</td>\n",
              "      <td>9681</td>\n",
              "      <td>79009</td>\n",
              "      <td>7858</td>\n",
              "      <td>35687</td>\n",
              "      <td>15631</td>\n",
              "      <td>10177</td>\n",
              "      <td>69142</td>\n",
              "      <td>80560</td>\n",
              "      <td>23039</td>\n",
              "      <td>53213</td>\n",
              "      <td>67057</td>\n",
              "      <td>60123</td>\n",
              "      <td>96292</td>\n",
              "      <td>3265</td>\n",
              "      <td>49220</td>\n",
              "      <td>93822</td>\n",
              "      <td>9263</td>\n",
              "      <td>48119</td>\n",
              "      <td>8966</td>\n",
              "      <td>59026</td>\n",
              "      <td>55924</td>\n",
              "      <td>30383</td>\n",
              "      <td>18369</td>\n",
              "      <td>37108</td>\n",
              "      <td>18186</td>\n",
              "      <td>90162</td>\n",
              "      <td>51432</td>\n",
              "      <td>5470</td>\n",
              "      <td>69120</td>\n",
              "      <td>88978</td>\n",
              "      <td>22224</td>\n",
              "      <td>75402</td>\n",
              "      <td>68996</td>\n",
              "      <td>60947</td>\n",
              "      <td>13593</td>\n",
              "      <td>50049</td>\n",
              "      <td>27838</td>\n",
              "      <td>25999</td>\n",
              "      <td>13977</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6</th>\n",
              "      <td>21186</td>\n",
              "      <td>66971</td>\n",
              "      <td>92958</td>\n",
              "      <td>69551</td>\n",
              "      <td>87565</td>\n",
              "      <td>8967</td>\n",
              "      <td>53857</td>\n",
              "      <td>27750</td>\n",
              "      <td>41477</td>\n",
              "      <td>93959</td>\n",
              "      <td>62364</td>\n",
              "      <td>91870</td>\n",
              "      <td>64776</td>\n",
              "      <td>42045</td>\n",
              "      <td>91942</td>\n",
              "      <td>82247</td>\n",
              "      <td>22169</td>\n",
              "      <td>75372</td>\n",
              "      <td>920</td>\n",
              "      <td>71267</td>\n",
              "      <td>81837</td>\n",
              "      <td>32211</td>\n",
              "      <td>94040</td>\n",
              "      <td>77396</td>\n",
              "      <td>84942</td>\n",
              "      <td>75295</td>\n",
              "      <td>4229</td>\n",
              "      <td>98909</td>\n",
              "      <td>54303</td>\n",
              "      <td>40797</td>\n",
              "      <td>4835</td>\n",
              "      <td>79975</td>\n",
              "      <td>66791</td>\n",
              "      <td>9030</td>\n",
              "      <td>62430</td>\n",
              "      <td>59569</td>\n",
              "      <td>60439</td>\n",
              "      <td>1807</td>\n",
              "      <td>36705</td>\n",
              "      <td>12693</td>\n",
              "      <td>68583</td>\n",
              "      <td>82013</td>\n",
              "      <td>44316</td>\n",
              "      <td>32245</td>\n",
              "      <td>57258</td>\n",
              "      <td>99523</td>\n",
              "      <td>1760</td>\n",
              "      <td>61447</td>\n",
              "      <td>25520</td>\n",
              "      <td>38360</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>7</th>\n",
              "      <td>67389</td>\n",
              "      <td>97120</td>\n",
              "      <td>45649</td>\n",
              "      <td>79279</td>\n",
              "      <td>40335</td>\n",
              "      <td>53274</td>\n",
              "      <td>60143</td>\n",
              "      <td>89074</td>\n",
              "      <td>94724</td>\n",
              "      <td>97840</td>\n",
              "      <td>86283</td>\n",
              "      <td>76256</td>\n",
              "      <td>15416</td>\n",
              "      <td>91568</td>\n",
              "      <td>90088</td>\n",
              "      <td>49050</td>\n",
              "      <td>6495</td>\n",
              "      <td>52141</td>\n",
              "      <td>64230</td>\n",
              "      <td>55602</td>\n",
              "      <td>18533</td>\n",
              "      <td>46639</td>\n",
              "      <td>77469</td>\n",
              "      <td>7074</td>\n",
              "      <td>24908</td>\n",
              "      <td>64644</td>\n",
              "      <td>40596</td>\n",
              "      <td>73367</td>\n",
              "      <td>32045</td>\n",
              "      <td>93691</td>\n",
              "      <td>57237</td>\n",
              "      <td>10652</td>\n",
              "      <td>52559</td>\n",
              "      <td>72429</td>\n",
              "      <td>62915</td>\n",
              "      <td>51464</td>\n",
              "      <td>47148</td>\n",
              "      <td>75346</td>\n",
              "      <td>44033</td>\n",
              "      <td>34407</td>\n",
              "      <td>16180</td>\n",
              "      <td>6336</td>\n",
              "      <td>47817</td>\n",
              "      <td>20197</td>\n",
              "      <td>32586</td>\n",
              "      <td>879</td>\n",
              "      <td>76707</td>\n",
              "      <td>82511</td>\n",
              "      <td>71841</td>\n",
              "      <td>75928</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>8</th>\n",
              "      <td>42198</td>\n",
              "      <td>80360</td>\n",
              "      <td>56782</td>\n",
              "      <td>16984</td>\n",
              "      <td>6305</td>\n",
              "      <td>30822</td>\n",
              "      <td>17747</td>\n",
              "      <td>64365</td>\n",
              "      <td>58586</td>\n",
              "      <td>62440</td>\n",
              "      <td>38931</td>\n",
              "      <td>84472</td>\n",
              "      <td>83547</td>\n",
              "      <td>16111</td>\n",
              "      <td>86451</td>\n",
              "      <td>84429</td>\n",
              "      <td>67962</td>\n",
              "      <td>26941</td>\n",
              "      <td>40997</td>\n",
              "      <td>51063</td>\n",
              "      <td>95832</td>\n",
              "      <td>92646</td>\n",
              "      <td>24174</td>\n",
              "      <td>89854</td>\n",
              "      <td>63057</td>\n",
              "      <td>79302</td>\n",
              "      <td>51830</td>\n",
              "      <td>45962</td>\n",
              "      <td>53545</td>\n",
              "      <td>47151</td>\n",
              "      <td>10022</td>\n",
              "      <td>31245</td>\n",
              "      <td>72779</td>\n",
              "      <td>44950</td>\n",
              "      <td>48370</td>\n",
              "      <td>35715</td>\n",
              "      <td>26154</td>\n",
              "      <td>37410</td>\n",
              "      <td>14522</td>\n",
              "      <td>76538</td>\n",
              "      <td>3380</td>\n",
              "      <td>78301</td>\n",
              "      <td>6589</td>\n",
              "      <td>1422</td>\n",
              "      <td>77483</td>\n",
              "      <td>84151</td>\n",
              "      <td>33176</td>\n",
              "      <td>89011</td>\n",
              "      <td>70360</td>\n",
              "      <td>11170</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>9</th>\n",
              "      <td>6141</td>\n",
              "      <td>78972</td>\n",
              "      <td>21575</td>\n",
              "      <td>94225</td>\n",
              "      <td>41475</td>\n",
              "      <td>48472</td>\n",
              "      <td>64054</td>\n",
              "      <td>57347</td>\n",
              "      <td>53086</td>\n",
              "      <td>83379</td>\n",
              "      <td>88357</td>\n",
              "      <td>32779</td>\n",
              "      <td>93288</td>\n",
              "      <td>65346</td>\n",
              "      <td>84036</td>\n",
              "      <td>22609</td>\n",
              "      <td>85072</td>\n",
              "      <td>17755</td>\n",
              "      <td>74906</td>\n",
              "      <td>44073</td>\n",
              "      <td>8903</td>\n",
              "      <td>80664</td>\n",
              "      <td>83759</td>\n",
              "      <td>3075</td>\n",
              "      <td>27379</td>\n",
              "      <td>69433</td>\n",
              "      <td>49881</td>\n",
              "      <td>7239</td>\n",
              "      <td>48844</td>\n",
              "      <td>22198</td>\n",
              "      <td>34723</td>\n",
              "      <td>81854</td>\n",
              "      <td>7042</td>\n",
              "      <td>64984</td>\n",
              "      <td>75790</td>\n",
              "      <td>41921</td>\n",
              "      <td>79710</td>\n",
              "      <td>37081</td>\n",
              "      <td>9848</td>\n",
              "      <td>46480</td>\n",
              "      <td>95141</td>\n",
              "      <td>56172</td>\n",
              "      <td>70968</td>\n",
              "      <td>35396</td>\n",
              "      <td>69139</td>\n",
              "      <td>91983</td>\n",
              "      <td>42498</td>\n",
              "      <td>42519</td>\n",
              "      <td>22394</td>\n",
              "      <td>71551</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10</th>\n",
              "      <td>35838</td>\n",
              "      <td>30687</td>\n",
              "      <td>31279</td>\n",
              "      <td>90596</td>\n",
              "      <td>2727</td>\n",
              "      <td>94185</td>\n",
              "      <td>24721</td>\n",
              "      <td>41139</td>\n",
              "      <td>18400</td>\n",
              "      <td>38475</td>\n",
              "      <td>24967</td>\n",
              "      <td>95096</td>\n",
              "      <td>52541</td>\n",
              "      <td>60041</td>\n",
              "      <td>63131</td>\n",
              "      <td>13875</td>\n",
              "      <td>24999</td>\n",
              "      <td>5544</td>\n",
              "      <td>9063</td>\n",
              "      <td>80287</td>\n",
              "      <td>70960</td>\n",
              "      <td>23634</td>\n",
              "      <td>17958</td>\n",
              "      <td>55532</td>\n",
              "      <td>53159</td>\n",
              "      <td>3110</td>\n",
              "      <td>84317</td>\n",
              "      <td>39987</td>\n",
              "      <td>93427</td>\n",
              "      <td>42554</td>\n",
              "      <td>33416</td>\n",
              "      <td>73765</td>\n",
              "      <td>62161</td>\n",
              "      <td>23683</td>\n",
              "      <td>12924</td>\n",
              "      <td>11469</td>\n",
              "      <td>23497</td>\n",
              "      <td>98184</td>\n",
              "      <td>78877</td>\n",
              "      <td>95590</td>\n",
              "      <td>31557</td>\n",
              "      <td>96661</td>\n",
              "      <td>85304</td>\n",
              "      <td>34739</td>\n",
              "      <td>27871</td>\n",
              "      <td>43615</td>\n",
              "      <td>78697</td>\n",
              "      <td>35556</td>\n",
              "      <td>63243</td>\n",
              "      <td>18173</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>11</th>\n",
              "      <td>79732</td>\n",
              "      <td>1283</td>\n",
              "      <td>16567</td>\n",
              "      <td>54816</td>\n",
              "      <td>2721</td>\n",
              "      <td>84056</td>\n",
              "      <td>77611</td>\n",
              "      <td>7941</td>\n",
              "      <td>71136</td>\n",
              "      <td>24993</td>\n",
              "      <td>14319</td>\n",
              "      <td>65710</td>\n",
              "      <td>25748</td>\n",
              "      <td>27386</td>\n",
              "      <td>54174</td>\n",
              "      <td>74357</td>\n",
              "      <td>54077</td>\n",
              "      <td>7075</td>\n",
              "      <td>48649</td>\n",
              "      <td>6438</td>\n",
              "      <td>368</td>\n",
              "      <td>96836</td>\n",
              "      <td>96002</td>\n",
              "      <td>27363</td>\n",
              "      <td>1600</td>\n",
              "      <td>30123</td>\n",
              "      <td>66400</td>\n",
              "      <td>32542</td>\n",
              "      <td>61239</td>\n",
              "      <td>60062</td>\n",
              "      <td>29237</td>\n",
              "      <td>55386</td>\n",
              "      <td>25624</td>\n",
              "      <td>97843</td>\n",
              "      <td>55326</td>\n",
              "      <td>79529</td>\n",
              "      <td>44666</td>\n",
              "      <td>85851</td>\n",
              "      <td>54663</td>\n",
              "      <td>21204</td>\n",
              "      <td>72007</td>\n",
              "      <td>74500</td>\n",
              "      <td>62001</td>\n",
              "      <td>68283</td>\n",
              "      <td>95403</td>\n",
              "      <td>92147</td>\n",
              "      <td>72469</td>\n",
              "      <td>23383</td>\n",
              "      <td>34570</td>\n",
              "      <td>96046</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>12</th>\n",
              "      <td>3596</td>\n",
              "      <td>76187</td>\n",
              "      <td>43414</td>\n",
              "      <td>54221</td>\n",
              "      <td>29945</td>\n",
              "      <td>19160</td>\n",
              "      <td>19537</td>\n",
              "      <td>20560</td>\n",
              "      <td>21224</td>\n",
              "      <td>22557</td>\n",
              "      <td>67391</td>\n",
              "      <td>81306</td>\n",
              "      <td>11977</td>\n",
              "      <td>32285</td>\n",
              "      <td>23607</td>\n",
              "      <td>46159</td>\n",
              "      <td>78471</td>\n",
              "      <td>73398</td>\n",
              "      <td>13163</td>\n",
              "      <td>29367</td>\n",
              "      <td>76265</td>\n",
              "      <td>31288</td>\n",
              "      <td>57440</td>\n",
              "      <td>40177</td>\n",
              "      <td>54324</td>\n",
              "      <td>4886</td>\n",
              "      <td>36584</td>\n",
              "      <td>53747</td>\n",
              "      <td>97770</td>\n",
              "      <td>44906</td>\n",
              "      <td>9235</td>\n",
              "      <td>83663</td>\n",
              "      <td>99903</td>\n",
              "      <td>85645</td>\n",
              "      <td>75749</td>\n",
              "      <td>91800</td>\n",
              "      <td>28098</td>\n",
              "      <td>23106</td>\n",
              "      <td>45265</td>\n",
              "      <td>80373</td>\n",
              "      <td>68853</td>\n",
              "      <td>46757</td>\n",
              "      <td>6098</td>\n",
              "      <td>36118</td>\n",
              "      <td>22990</td>\n",
              "      <td>10770</td>\n",
              "      <td>21621</td>\n",
              "      <td>44719</td>\n",
              "      <td>44357</td>\n",
              "      <td>71267</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>13</th>\n",
              "      <td>47575</td>\n",
              "      <td>29213</td>\n",
              "      <td>52405</td>\n",
              "      <td>72515</td>\n",
              "      <td>4900</td>\n",
              "      <td>60872</td>\n",
              "      <td>89846</td>\n",
              "      <td>36911</td>\n",
              "      <td>58521</td>\n",
              "      <td>868</td>\n",
              "      <td>51371</td>\n",
              "      <td>58290</td>\n",
              "      <td>44029</td>\n",
              "      <td>62518</td>\n",
              "      <td>69805</td>\n",
              "      <td>88599</td>\n",
              "      <td>81775</td>\n",
              "      <td>56271</td>\n",
              "      <td>65106</td>\n",
              "      <td>85468</td>\n",
              "      <td>22039</td>\n",
              "      <td>91516</td>\n",
              "      <td>78338</td>\n",
              "      <td>19826</td>\n",
              "      <td>41444</td>\n",
              "      <td>52466</td>\n",
              "      <td>91527</td>\n",
              "      <td>90200</td>\n",
              "      <td>41790</td>\n",
              "      <td>86919</td>\n",
              "      <td>96952</td>\n",
              "      <td>66889</td>\n",
              "      <td>68790</td>\n",
              "      <td>8160</td>\n",
              "      <td>63939</td>\n",
              "      <td>75876</td>\n",
              "      <td>15785</td>\n",
              "      <td>12321</td>\n",
              "      <td>89490</td>\n",
              "      <td>95180</td>\n",
              "      <td>57590</td>\n",
              "      <td>8728</td>\n",
              "      <td>67896</td>\n",
              "      <td>23862</td>\n",
              "      <td>92392</td>\n",
              "      <td>55900</td>\n",
              "      <td>57346</td>\n",
              "      <td>23537</td>\n",
              "      <td>34453</td>\n",
              "      <td>99970</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>14</th>\n",
              "      <td>15372</td>\n",
              "      <td>19376</td>\n",
              "      <td>88207</td>\n",
              "      <td>85360</td>\n",
              "      <td>63869</td>\n",
              "      <td>41800</td>\n",
              "      <td>60723</td>\n",
              "      <td>55794</td>\n",
              "      <td>72190</td>\n",
              "      <td>45158</td>\n",
              "      <td>7636</td>\n",
              "      <td>86126</td>\n",
              "      <td>17860</td>\n",
              "      <td>48621</td>\n",
              "      <td>40237</td>\n",
              "      <td>60613</td>\n",
              "      <td>56094</td>\n",
              "      <td>83395</td>\n",
              "      <td>42057</td>\n",
              "      <td>30795</td>\n",
              "      <td>6981</td>\n",
              "      <td>50339</td>\n",
              "      <td>1807</td>\n",
              "      <td>72327</td>\n",
              "      <td>15555</td>\n",
              "      <td>26017</td>\n",
              "      <td>72039</td>\n",
              "      <td>35164</td>\n",
              "      <td>78571</td>\n",
              "      <td>92002</td>\n",
              "      <td>400</td>\n",
              "      <td>74456</td>\n",
              "      <td>76737</td>\n",
              "      <td>63134</td>\n",
              "      <td>98290</td>\n",
              "      <td>34366</td>\n",
              "      <td>27785</td>\n",
              "      <td>94989</td>\n",
              "      <td>94954</td>\n",
              "      <td>41964</td>\n",
              "      <td>94699</td>\n",
              "      <td>67823</td>\n",
              "      <td>56247</td>\n",
              "      <td>56499</td>\n",
              "      <td>47837</td>\n",
              "      <td>19966</td>\n",
              "      <td>213</td>\n",
              "      <td>26388</td>\n",
              "      <td>67318</td>\n",
              "      <td>12330</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>15</th>\n",
              "      <td>37022</td>\n",
              "      <td>56421</td>\n",
              "      <td>89556</td>\n",
              "      <td>32742</td>\n",
              "      <td>72733</td>\n",
              "      <td>31960</td>\n",
              "      <td>19586</td>\n",
              "      <td>78591</td>\n",
              "      <td>66656</td>\n",
              "      <td>5003</td>\n",
              "      <td>55669</td>\n",
              "      <td>11752</td>\n",
              "      <td>60730</td>\n",
              "      <td>5531</td>\n",
              "      <td>565</td>\n",
              "      <td>90081</td>\n",
              "      <td>58430</td>\n",
              "      <td>65980</td>\n",
              "      <td>88658</td>\n",
              "      <td>47239</td>\n",
              "      <td>77325</td>\n",
              "      <td>94342</td>\n",
              "      <td>95998</td>\n",
              "      <td>44368</td>\n",
              "      <td>18461</td>\n",
              "      <td>98028</td>\n",
              "      <td>13236</td>\n",
              "      <td>16050</td>\n",
              "      <td>58927</td>\n",
              "      <td>4592</td>\n",
              "      <td>12430</td>\n",
              "      <td>53362</td>\n",
              "      <td>2725</td>\n",
              "      <td>12482</td>\n",
              "      <td>85978</td>\n",
              "      <td>43525</td>\n",
              "      <td>53233</td>\n",
              "      <td>63461</td>\n",
              "      <td>21338</td>\n",
              "      <td>65122</td>\n",
              "      <td>53163</td>\n",
              "      <td>69020</td>\n",
              "      <td>82541</td>\n",
              "      <td>42944</td>\n",
              "      <td>29017</td>\n",
              "      <td>12091</td>\n",
              "      <td>5666</td>\n",
              "      <td>47253</td>\n",
              "      <td>77785</td>\n",
              "      <td>91616</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>16</th>\n",
              "      <td>39903</td>\n",
              "      <td>35076</td>\n",
              "      <td>3072</td>\n",
              "      <td>44722</td>\n",
              "      <td>46433</td>\n",
              "      <td>56821</td>\n",
              "      <td>37301</td>\n",
              "      <td>40925</td>\n",
              "      <td>76808</td>\n",
              "      <td>51455</td>\n",
              "      <td>48252</td>\n",
              "      <td>80757</td>\n",
              "      <td>73816</td>\n",
              "      <td>13897</td>\n",
              "      <td>20274</td>\n",
              "      <td>3411</td>\n",
              "      <td>47405</td>\n",
              "      <td>80915</td>\n",
              "      <td>78940</td>\n",
              "      <td>56027</td>\n",
              "      <td>5985</td>\n",
              "      <td>64516</td>\n",
              "      <td>67834</td>\n",
              "      <td>45197</td>\n",
              "      <td>80474</td>\n",
              "      <td>73188</td>\n",
              "      <td>11503</td>\n",
              "      <td>23690</td>\n",
              "      <td>25760</td>\n",
              "      <td>84572</td>\n",
              "      <td>28767</td>\n",
              "      <td>89731</td>\n",
              "      <td>31516</td>\n",
              "      <td>10189</td>\n",
              "      <td>18377</td>\n",
              "      <td>30498</td>\n",
              "      <td>57008</td>\n",
              "      <td>39459</td>\n",
              "      <td>9467</td>\n",
              "      <td>91538</td>\n",
              "      <td>72026</td>\n",
              "      <td>23830</td>\n",
              "      <td>94912</td>\n",
              "      <td>71298</td>\n",
              "      <td>67228</td>\n",
              "      <td>99905</td>\n",
              "      <td>31269</td>\n",
              "      <td>10597</td>\n",
              "      <td>66865</td>\n",
              "      <td>77534</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>17</th>\n",
              "      <td>98980</td>\n",
              "      <td>39349</td>\n",
              "      <td>36376</td>\n",
              "      <td>8503</td>\n",
              "      <td>85882</td>\n",
              "      <td>49172</td>\n",
              "      <td>92992</td>\n",
              "      <td>27949</td>\n",
              "      <td>83411</td>\n",
              "      <td>15060</td>\n",
              "      <td>63144</td>\n",
              "      <td>6401</td>\n",
              "      <td>79515</td>\n",
              "      <td>27071</td>\n",
              "      <td>39553</td>\n",
              "      <td>10633</td>\n",
              "      <td>69166</td>\n",
              "      <td>28468</td>\n",
              "      <td>73409</td>\n",
              "      <td>87521</td>\n",
              "      <td>98939</td>\n",
              "      <td>17565</td>\n",
              "      <td>81777</td>\n",
              "      <td>42736</td>\n",
              "      <td>37865</td>\n",
              "      <td>51944</td>\n",
              "      <td>16089</td>\n",
              "      <td>17881</td>\n",
              "      <td>48295</td>\n",
              "      <td>9092</td>\n",
              "      <td>33108</td>\n",
              "      <td>47727</td>\n",
              "      <td>99784</td>\n",
              "      <td>50227</td>\n",
              "      <td>73544</td>\n",
              "      <td>71976</td>\n",
              "      <td>52646</td>\n",
              "      <td>9427</td>\n",
              "      <td>25359</td>\n",
              "      <td>48558</td>\n",
              "      <td>88805</td>\n",
              "      <td>55152</td>\n",
              "      <td>74936</td>\n",
              "      <td>74695</td>\n",
              "      <td>44909</td>\n",
              "      <td>28632</td>\n",
              "      <td>64115</td>\n",
              "      <td>77080</td>\n",
              "      <td>24814</td>\n",
              "      <td>19340</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>18</th>\n",
              "      <td>49739</td>\n",
              "      <td>26423</td>\n",
              "      <td>13445</td>\n",
              "      <td>44983</td>\n",
              "      <td>80927</td>\n",
              "      <td>99124</td>\n",
              "      <td>97857</td>\n",
              "      <td>39385</td>\n",
              "      <td>56114</td>\n",
              "      <td>89572</td>\n",
              "      <td>48605</td>\n",
              "      <td>47569</td>\n",
              "      <td>11415</td>\n",
              "      <td>85730</td>\n",
              "      <td>54348</td>\n",
              "      <td>88296</td>\n",
              "      <td>91911</td>\n",
              "      <td>50235</td>\n",
              "      <td>32720</td>\n",
              "      <td>67981</td>\n",
              "      <td>85136</td>\n",
              "      <td>11760</td>\n",
              "      <td>70458</td>\n",
              "      <td>51650</td>\n",
              "      <td>6878</td>\n",
              "      <td>83006</td>\n",
              "      <td>89297</td>\n",
              "      <td>33951</td>\n",
              "      <td>17831</td>\n",
              "      <td>30600</td>\n",
              "      <td>8567</td>\n",
              "      <td>11055</td>\n",
              "      <td>26069</td>\n",
              "      <td>75340</td>\n",
              "      <td>20191</td>\n",
              "      <td>7689</td>\n",
              "      <td>67994</td>\n",
              "      <td>49280</td>\n",
              "      <td>80122</td>\n",
              "      <td>21688</td>\n",
              "      <td>22280</td>\n",
              "      <td>1615</td>\n",
              "      <td>16445</td>\n",
              "      <td>27549</td>\n",
              "      <td>50878</td>\n",
              "      <td>16228</td>\n",
              "      <td>10032</td>\n",
              "      <td>47648</td>\n",
              "      <td>77015</td>\n",
              "      <td>99904</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>19</th>\n",
              "      <td>51162</td>\n",
              "      <td>98099</td>\n",
              "      <td>51320</td>\n",
              "      <td>95211</td>\n",
              "      <td>24898</td>\n",
              "      <td>80132</td>\n",
              "      <td>20273</td>\n",
              "      <td>27931</td>\n",
              "      <td>82242</td>\n",
              "      <td>97766</td>\n",
              "      <td>39820</td>\n",
              "      <td>47822</td>\n",
              "      <td>28346</td>\n",
              "      <td>88714</td>\n",
              "      <td>17887</td>\n",
              "      <td>95702</td>\n",
              "      <td>59438</td>\n",
              "      <td>48310</td>\n",
              "      <td>79348</td>\n",
              "      <td>52694</td>\n",
              "      <td>32415</td>\n",
              "      <td>65810</td>\n",
              "      <td>85885</td>\n",
              "      <td>49456</td>\n",
              "      <td>16938</td>\n",
              "      <td>84633</td>\n",
              "      <td>57933</td>\n",
              "      <td>16214</td>\n",
              "      <td>41070</td>\n",
              "      <td>2774</td>\n",
              "      <td>94595</td>\n",
              "      <td>99552</td>\n",
              "      <td>36978</td>\n",
              "      <td>67555</td>\n",
              "      <td>43376</td>\n",
              "      <td>62616</td>\n",
              "      <td>34601</td>\n",
              "      <td>47188</td>\n",
              "      <td>78138</td>\n",
              "      <td>74599</td>\n",
              "      <td>67537</td>\n",
              "      <td>51640</td>\n",
              "      <td>64035</td>\n",
              "      <td>16165</td>\n",
              "      <td>56052</td>\n",
              "      <td>36918</td>\n",
              "      <td>33371</td>\n",
              "      <td>27390</td>\n",
              "      <td>83911</td>\n",
              "      <td>46086</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "</div>"
            ],
            "text/plain": [
              "       0      1      2      3      4   ...     45     46     47     48     49\n",
              "0   11049  39915  12278  48653   1033  ...  84018  72283  69942  69910  40201\n",
              "1   13992  15812  80998  71203  36329  ...  65444   6778  39121  71085   8862\n",
              "2   89626   8150  41985  36417   7026  ...  77269  51431  95955  90192   4091\n",
              "3   83193  70162  75055  46121   3050  ...  83279  27398  34550  32765  86294\n",
              "4   30030   6864  25988  43139  92018  ...  37660   6538  22776  65742  19129\n",
              "5   77237  27498  48546  50530  60064  ...  13593  50049  27838  25999  13977\n",
              "6   21186  66971  92958  69551  87565  ...  99523   1760  61447  25520  38360\n",
              "7   67389  97120  45649  79279  40335  ...    879  76707  82511  71841  75928\n",
              "8   42198  80360  56782  16984   6305  ...  84151  33176  89011  70360  11170\n",
              "9    6141  78972  21575  94225  41475  ...  91983  42498  42519  22394  71551\n",
              "10  35838  30687  31279  90596   2727  ...  43615  78697  35556  63243  18173\n",
              "11  79732   1283  16567  54816   2721  ...  92147  72469  23383  34570  96046\n",
              "12   3596  76187  43414  54221  29945  ...  10770  21621  44719  44357  71267\n",
              "13  47575  29213  52405  72515   4900  ...  55900  57346  23537  34453  99970\n",
              "14  15372  19376  88207  85360  63869  ...  19966    213  26388  67318  12330\n",
              "15  37022  56421  89556  32742  72733  ...  12091   5666  47253  77785  91616\n",
              "16  39903  35076   3072  44722  46433  ...  99905  31269  10597  66865  77534\n",
              "17  98980  39349  36376   8503  85882  ...  28632  64115  77080  24814  19340\n",
              "18  49739  26423  13445  44983  80927  ...  16228  10032  47648  77015  99904\n",
              "19  51162  98099  51320  95211  24898  ...  36918  33371  27390  83911  46086\n",
              "\n",
              "[20 rows x 50 columns]"
            ]
          },
          "metadata": {},
          "execution_count": 41
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "01HVla2zU853",
        "outputId": "0578067a-7cab-4c7c-8614-6ca1af588c1a"
      },
      "source": [
        "print(\"SAMPLE : \")\n",
        "a = df_population2d\n",
        "ct = 0\n",
        "\n",
        "for i in range(0, 50):\n",
        "    for j in range(0, 20):\n",
        "        if(a[i][j] < 10000):  # Crietria for selection of the Random Numbers\n",
        "            if(ct < 10):  # Number of Elements to be chosen = 10\n",
        "                print(a[i][j], end = \" \")\n",
        "                ct = ct + 1"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "SAMPLE : \n",
            "6141 3596 8150 6864 1283 3072 8503 1033 7026 3050 "
          ]
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 707
        },
        "id": "ESktNsDNPt0A",
        "outputId": "6431eda6-d2c0-4156-e14c-323d467c093b"
      },
      "source": [
        "# Category E - Size 500\n",
        "df_population2e = pd.DataFrame(np.random.randint(0, 100000, size=(20, 25)))\n",
        "print(\"POPULATION : \")\n",
        "df_population2e"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "POPULATION : \n"
          ]
        },
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
              "<div>\n",
              "<style scoped>\n",
              "    .dataframe tbody tr th:only-of-type {\n",
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              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>0</th>\n",
              "      <th>1</th>\n",
              "      <th>2</th>\n",
              "      <th>3</th>\n",
              "      <th>4</th>\n",
              "      <th>5</th>\n",
              "      <th>6</th>\n",
              "      <th>7</th>\n",
              "      <th>8</th>\n",
              "      <th>9</th>\n",
              "      <th>10</th>\n",
              "      <th>11</th>\n",
              "      <th>12</th>\n",
              "      <th>13</th>\n",
              "      <th>14</th>\n",
              "      <th>15</th>\n",
              "      <th>16</th>\n",
              "      <th>17</th>\n",
              "      <th>18</th>\n",
              "      <th>19</th>\n",
              "      <th>20</th>\n",
              "      <th>21</th>\n",
              "      <th>22</th>\n",
              "      <th>23</th>\n",
              "      <th>24</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>19135</td>\n",
              "      <td>46388</td>\n",
              "      <td>94196</td>\n",
              "      <td>39185</td>\n",
              "      <td>83704</td>\n",
              "      <td>47309</td>\n",
              "      <td>81540</td>\n",
              "      <td>4689</td>\n",
              "      <td>38993</td>\n",
              "      <td>70468</td>\n",
              "      <td>33954</td>\n",
              "      <td>63582</td>\n",
              "      <td>25053</td>\n",
              "      <td>51661</td>\n",
              "      <td>77693</td>\n",
              "      <td>470</td>\n",
              "      <td>17482</td>\n",
              "      <td>88147</td>\n",
              "      <td>3380</td>\n",
              "      <td>93520</td>\n",
              "      <td>83556</td>\n",
              "      <td>65707</td>\n",
              "      <td>89441</td>\n",
              "      <td>62547</td>\n",
              "      <td>23261</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>9518</td>\n",
              "      <td>72001</td>\n",
              "      <td>40176</td>\n",
              "      <td>65027</td>\n",
              "      <td>68736</td>\n",
              "      <td>51084</td>\n",
              "      <td>7170</td>\n",
              "      <td>60991</td>\n",
              "      <td>96302</td>\n",
              "      <td>67559</td>\n",
              "      <td>42439</td>\n",
              "      <td>29068</td>\n",
              "      <td>34751</td>\n",
              "      <td>52232</td>\n",
              "      <td>1027</td>\n",
              "      <td>8876</td>\n",
              "      <td>72269</td>\n",
              "      <td>51971</td>\n",
              "      <td>74407</td>\n",
              "      <td>9294</td>\n",
              "      <td>52629</td>\n",
              "      <td>91024</td>\n",
              "      <td>48895</td>\n",
              "      <td>51258</td>\n",
              "      <td>41427</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>32545</td>\n",
              "      <td>28571</td>\n",
              "      <td>88091</td>\n",
              "      <td>8078</td>\n",
              "      <td>35345</td>\n",
              "      <td>87234</td>\n",
              "      <td>20585</td>\n",
              "      <td>97358</td>\n",
              "      <td>80429</td>\n",
              "      <td>50781</td>\n",
              "      <td>35505</td>\n",
              "      <td>42091</td>\n",
              "      <td>54944</td>\n",
              "      <td>95691</td>\n",
              "      <td>14257</td>\n",
              "      <td>43762</td>\n",
              "      <td>76721</td>\n",
              "      <td>81570</td>\n",
              "      <td>56488</td>\n",
              "      <td>11029</td>\n",
              "      <td>38651</td>\n",
              "      <td>39813</td>\n",
              "      <td>41772</td>\n",
              "      <td>63707</td>\n",
              "      <td>95691</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>90290</td>\n",
              "      <td>60728</td>\n",
              "      <td>7496</td>\n",
              "      <td>41131</td>\n",
              "      <td>20411</td>\n",
              "      <td>68805</td>\n",
              "      <td>77198</td>\n",
              "      <td>72442</td>\n",
              "      <td>98490</td>\n",
              "      <td>20004</td>\n",
              "      <td>43030</td>\n",
              "      <td>97077</td>\n",
              "      <td>61334</td>\n",
              "      <td>14909</td>\n",
              "      <td>16392</td>\n",
              "      <td>78199</td>\n",
              "      <td>13167</td>\n",
              "      <td>11408</td>\n",
              "      <td>21171</td>\n",
              "      <td>93975</td>\n",
              "      <td>81574</td>\n",
              "      <td>78561</td>\n",
              "      <td>51022</td>\n",
              "      <td>51240</td>\n",
              "      <td>5446</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>47901</td>\n",
              "      <td>67573</td>\n",
              "      <td>81754</td>\n",
              "      <td>56246</td>\n",
              "      <td>55785</td>\n",
              "      <td>87081</td>\n",
              "      <td>45604</td>\n",
              "      <td>69764</td>\n",
              "      <td>41757</td>\n",
              "      <td>74459</td>\n",
              "      <td>8809</td>\n",
              "      <td>99722</td>\n",
              "      <td>44517</td>\n",
              "      <td>83441</td>\n",
              "      <td>21257</td>\n",
              "      <td>41102</td>\n",
              "      <td>94847</td>\n",
              "      <td>17883</td>\n",
              "      <td>67893</td>\n",
              "      <td>46801</td>\n",
              "      <td>5798</td>\n",
              "      <td>4889</td>\n",
              "      <td>48153</td>\n",
              "      <td>25424</td>\n",
              "      <td>52958</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>5</th>\n",
              "      <td>84264</td>\n",
              "      <td>86793</td>\n",
              "      <td>39266</td>\n",
              "      <td>3605</td>\n",
              "      <td>33100</td>\n",
              "      <td>56935</td>\n",
              "      <td>12657</td>\n",
              "      <td>89705</td>\n",
              "      <td>10060</td>\n",
              "      <td>96332</td>\n",
              "      <td>90159</td>\n",
              "      <td>66259</td>\n",
              "      <td>68195</td>\n",
              "      <td>16968</td>\n",
              "      <td>51575</td>\n",
              "      <td>96716</td>\n",
              "      <td>40292</td>\n",
              "      <td>38549</td>\n",
              "      <td>4574</td>\n",
              "      <td>5915</td>\n",
              "      <td>7921</td>\n",
              "      <td>67703</td>\n",
              "      <td>83230</td>\n",
              "      <td>14627</td>\n",
              "      <td>47166</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>6</th>\n",
              "      <td>60178</td>\n",
              "      <td>29461</td>\n",
              "      <td>79016</td>\n",
              "      <td>41033</td>\n",
              "      <td>87540</td>\n",
              "      <td>12358</td>\n",
              "      <td>95685</td>\n",
              "      <td>95769</td>\n",
              "      <td>15183</td>\n",
              "      <td>69800</td>\n",
              "      <td>24084</td>\n",
              "      <td>15601</td>\n",
              "      <td>78969</td>\n",
              "      <td>90108</td>\n",
              "      <td>98090</td>\n",
              "      <td>27434</td>\n",
              "      <td>25653</td>\n",
              "      <td>92635</td>\n",
              "      <td>9309</td>\n",
              "      <td>98866</td>\n",
              "      <td>83514</td>\n",
              "      <td>73007</td>\n",
              "      <td>2244</td>\n",
              "      <td>77305</td>\n",
              "      <td>79257</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>7</th>\n",
              "      <td>91958</td>\n",
              "      <td>95096</td>\n",
              "      <td>43587</td>\n",
              "      <td>30163</td>\n",
              "      <td>21611</td>\n",
              "      <td>55423</td>\n",
              "      <td>55205</td>\n",
              "      <td>47505</td>\n",
              "      <td>23733</td>\n",
              "      <td>72529</td>\n",
              "      <td>77753</td>\n",
              "      <td>99093</td>\n",
              "      <td>56442</td>\n",
              "      <td>83562</td>\n",
              "      <td>63557</td>\n",
              "      <td>65665</td>\n",
              "      <td>70568</td>\n",
              "      <td>88695</td>\n",
              "      <td>62658</td>\n",
              "      <td>43940</td>\n",
              "      <td>53135</td>\n",
              "      <td>71839</td>\n",
              "      <td>82128</td>\n",
              "      <td>57778</td>\n",
              "      <td>38785</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>8</th>\n",
              "      <td>23196</td>\n",
              "      <td>99623</td>\n",
              "      <td>74501</td>\n",
              "      <td>70254</td>\n",
              "      <td>40811</td>\n",
              "      <td>96198</td>\n",
              "      <td>19172</td>\n",
              "      <td>60054</td>\n",
              "      <td>68480</td>\n",
              "      <td>7064</td>\n",
              "      <td>57473</td>\n",
              "      <td>42738</td>\n",
              "      <td>14727</td>\n",
              "      <td>5220</td>\n",
              "      <td>11106</td>\n",
              "      <td>86473</td>\n",
              "      <td>30335</td>\n",
              "      <td>39874</td>\n",
              "      <td>64161</td>\n",
              "      <td>9724</td>\n",
              "      <td>3216</td>\n",
              "      <td>54985</td>\n",
              "      <td>31225</td>\n",
              "      <td>87516</td>\n",
              "      <td>92316</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>9</th>\n",
              "      <td>42464</td>\n",
              "      <td>43101</td>\n",
              "      <td>19441</td>\n",
              "      <td>85137</td>\n",
              "      <td>85555</td>\n",
              "      <td>23138</td>\n",
              "      <td>68442</td>\n",
              "      <td>48136</td>\n",
              "      <td>77636</td>\n",
              "      <td>98152</td>\n",
              "      <td>93271</td>\n",
              "      <td>99042</td>\n",
              "      <td>68565</td>\n",
              "      <td>68130</td>\n",
              "      <td>27007</td>\n",
              "      <td>64311</td>\n",
              "      <td>21281</td>\n",
              "      <td>44553</td>\n",
              "      <td>29495</td>\n",
              "      <td>70378</td>\n",
              "      <td>21332</td>\n",
              "      <td>82556</td>\n",
              "      <td>82666</td>\n",
              "      <td>20490</td>\n",
              "      <td>18137</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>10</th>\n",
              "      <td>55832</td>\n",
              "      <td>34662</td>\n",
              "      <td>34625</td>\n",
              "      <td>93475</td>\n",
              "      <td>52497</td>\n",
              "      <td>20923</td>\n",
              "      <td>43805</td>\n",
              "      <td>80909</td>\n",
              "      <td>91979</td>\n",
              "      <td>97041</td>\n",
              "      <td>66681</td>\n",
              "      <td>29762</td>\n",
              "      <td>93099</td>\n",
              "      <td>24951</td>\n",
              "      <td>6655</td>\n",
              "      <td>44718</td>\n",
              "      <td>12568</td>\n",
              "      <td>20674</td>\n",
              "      <td>27261</td>\n",
              "      <td>83177</td>\n",
              "      <td>62022</td>\n",
              "      <td>5102</td>\n",
              "      <td>76374</td>\n",
              "      <td>28801</td>\n",
              "      <td>9511</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>11</th>\n",
              "      <td>80003</td>\n",
              "      <td>86912</td>\n",
              "      <td>22185</td>\n",
              "      <td>5549</td>\n",
              "      <td>31607</td>\n",
              "      <td>96283</td>\n",
              "      <td>73608</td>\n",
              "      <td>12851</td>\n",
              "      <td>47805</td>\n",
              "      <td>8885</td>\n",
              "      <td>47644</td>\n",
              "      <td>25533</td>\n",
              "      <td>30911</td>\n",
              "      <td>60277</td>\n",
              "      <td>22690</td>\n",
              "      <td>78312</td>\n",
              "      <td>96076</td>\n",
              "      <td>88108</td>\n",
              "      <td>60540</td>\n",
              "      <td>54697</td>\n",
              "      <td>155</td>\n",
              "      <td>6595</td>\n",
              "      <td>8042</td>\n",
              "      <td>93666</td>\n",
              "      <td>4658</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>12</th>\n",
              "      <td>26880</td>\n",
              "      <td>47955</td>\n",
              "      <td>35586</td>\n",
              "      <td>84348</td>\n",
              "      <td>45370</td>\n",
              "      <td>48039</td>\n",
              "      <td>80179</td>\n",
              "      <td>49894</td>\n",
              "      <td>27157</td>\n",
              "      <td>159</td>\n",
              "      <td>31213</td>\n",
              "      <td>3341</td>\n",
              "      <td>89636</td>\n",
              "      <td>75375</td>\n",
              "      <td>6510</td>\n",
              "      <td>98871</td>\n",
              "      <td>51481</td>\n",
              "      <td>73029</td>\n",
              "      <td>32404</td>\n",
              "      <td>87474</td>\n",
              "      <td>90196</td>\n",
              "      <td>10730</td>\n",
              "      <td>31433</td>\n",
              "      <td>52752</td>\n",
              "      <td>96451</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>13</th>\n",
              "      <td>92493</td>\n",
              "      <td>23945</td>\n",
              "      <td>42882</td>\n",
              "      <td>17586</td>\n",
              "      <td>86043</td>\n",
              "      <td>69330</td>\n",
              "      <td>7682</td>\n",
              "      <td>58836</td>\n",
              "      <td>48269</td>\n",
              "      <td>11728</td>\n",
              "      <td>72407</td>\n",
              "      <td>41613</td>\n",
              "      <td>30784</td>\n",
              "      <td>42563</td>\n",
              "      <td>69114</td>\n",
              "      <td>45654</td>\n",
              "      <td>30416</td>\n",
              "      <td>91838</td>\n",
              "      <td>33952</td>\n",
              "      <td>73773</td>\n",
              "      <td>83090</td>\n",
              "      <td>44740</td>\n",
              "      <td>54153</td>\n",
              "      <td>48554</td>\n",
              "      <td>46534</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>14</th>\n",
              "      <td>65496</td>\n",
              "      <td>95494</td>\n",
              "      <td>99497</td>\n",
              "      <td>74020</td>\n",
              "      <td>7548</td>\n",
              "      <td>59461</td>\n",
              "      <td>55657</td>\n",
              "      <td>95068</td>\n",
              "      <td>6488</td>\n",
              "      <td>97380</td>\n",
              "      <td>60526</td>\n",
              "      <td>21665</td>\n",
              "      <td>11710</td>\n",
              "      <td>82080</td>\n",
              "      <td>87640</td>\n",
              "      <td>18364</td>\n",
              "      <td>13115</td>\n",
              "      <td>47794</td>\n",
              "      <td>15680</td>\n",
              "      <td>86224</td>\n",
              "      <td>63601</td>\n",
              "      <td>6176</td>\n",
              "      <td>89071</td>\n",
              "      <td>5495</td>\n",
              "      <td>94440</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>15</th>\n",
              "      <td>80089</td>\n",
              "      <td>55915</td>\n",
              "      <td>69041</td>\n",
              "      <td>87478</td>\n",
              "      <td>87021</td>\n",
              "      <td>2648</td>\n",
              "      <td>70316</td>\n",
              "      <td>8989</td>\n",
              "      <td>23193</td>\n",
              "      <td>12010</td>\n",
              "      <td>98497</td>\n",
              "      <td>62088</td>\n",
              "      <td>41990</td>\n",
              "      <td>14850</td>\n",
              "      <td>51248</td>\n",
              "      <td>35320</td>\n",
              "      <td>73946</td>\n",
              "      <td>68920</td>\n",
              "      <td>88349</td>\n",
              "      <td>93999</td>\n",
              "      <td>78275</td>\n",
              "      <td>493</td>\n",
              "      <td>68118</td>\n",
              "      <td>74405</td>\n",
              "      <td>4342</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>16</th>\n",
              "      <td>92313</td>\n",
              "      <td>56480</td>\n",
              "      <td>4927</td>\n",
              "      <td>9499</td>\n",
              "      <td>2280</td>\n",
              "      <td>73227</td>\n",
              "      <td>5048</td>\n",
              "      <td>86966</td>\n",
              "      <td>65354</td>\n",
              "      <td>54973</td>\n",
              "      <td>43987</td>\n",
              "      <td>65500</td>\n",
              "      <td>82904</td>\n",
              "      <td>43226</td>\n",
              "      <td>20351</td>\n",
              "      <td>29477</td>\n",
              "      <td>89199</td>\n",
              "      <td>96995</td>\n",
              "      <td>22051</td>\n",
              "      <td>40860</td>\n",
              "      <td>17376</td>\n",
              "      <td>44113</td>\n",
              "      <td>97355</td>\n",
              "      <td>75967</td>\n",
              "      <td>90491</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>17</th>\n",
              "      <td>15727</td>\n",
              "      <td>4208</td>\n",
              "      <td>35259</td>\n",
              "      <td>91103</td>\n",
              "      <td>8241</td>\n",
              "      <td>97335</td>\n",
              "      <td>3327</td>\n",
              "      <td>99668</td>\n",
              "      <td>48472</td>\n",
              "      <td>15217</td>\n",
              "      <td>93858</td>\n",
              "      <td>87868</td>\n",
              "      <td>15541</td>\n",
              "      <td>90410</td>\n",
              "      <td>78114</td>\n",
              "      <td>10327</td>\n",
              "      <td>86450</td>\n",
              "      <td>21284</td>\n",
              "      <td>56095</td>\n",
              "      <td>93290</td>\n",
              "      <td>26026</td>\n",
              "      <td>15851</td>\n",
              "      <td>72191</td>\n",
              "      <td>18240</td>\n",
              "      <td>94348</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>18</th>\n",
              "      <td>97038</td>\n",
              "      <td>46024</td>\n",
              "      <td>78765</td>\n",
              "      <td>48006</td>\n",
              "      <td>26439</td>\n",
              "      <td>55734</td>\n",
              "      <td>25995</td>\n",
              "      <td>81176</td>\n",
              "      <td>91358</td>\n",
              "      <td>35485</td>\n",
              "      <td>53270</td>\n",
              "      <td>75647</td>\n",
              "      <td>49987</td>\n",
              "      <td>74444</td>\n",
              "      <td>75096</td>\n",
              "      <td>98963</td>\n",
              "      <td>98253</td>\n",
              "      <td>50955</td>\n",
              "      <td>58313</td>\n",
              "      <td>73261</td>\n",
              "      <td>23323</td>\n",
              "      <td>69308</td>\n",
              "      <td>31790</td>\n",
              "      <td>5220</td>\n",
              "      <td>72129</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>19</th>\n",
              "      <td>9953</td>\n",
              "      <td>39669</td>\n",
              "      <td>6648</td>\n",
              "      <td>50025</td>\n",
              "      <td>9750</td>\n",
              "      <td>28250</td>\n",
              "      <td>96422</td>\n",
              "      <td>71548</td>\n",
              "      <td>2158</td>\n",
              "      <td>36612</td>\n",
              "      <td>19196</td>\n",
              "      <td>49271</td>\n",
              "      <td>54469</td>\n",
              "      <td>8816</td>\n",
              "      <td>58326</td>\n",
              "      <td>12445</td>\n",
              "      <td>73976</td>\n",
              "      <td>19523</td>\n",
              "      <td>23951</td>\n",
              "      <td>19086</td>\n",
              "      <td>55669</td>\n",
              "      <td>5101</td>\n",
              "      <td>66236</td>\n",
              "      <td>13244</td>\n",
              "      <td>61138</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "</div>"
            ],
            "text/plain": [
              "       0      1      2      3      4   ...     20     21     22     23     24\n",
              "0   19135  46388  94196  39185  83704  ...  83556  65707  89441  62547  23261\n",
              "1    9518  72001  40176  65027  68736  ...  52629  91024  48895  51258  41427\n",
              "2   32545  28571  88091   8078  35345  ...  38651  39813  41772  63707  95691\n",
              "3   90290  60728   7496  41131  20411  ...  81574  78561  51022  51240   5446\n",
              "4   47901  67573  81754  56246  55785  ...   5798   4889  48153  25424  52958\n",
              "5   84264  86793  39266   3605  33100  ...   7921  67703  83230  14627  47166\n",
              "6   60178  29461  79016  41033  87540  ...  83514  73007   2244  77305  79257\n",
              "7   91958  95096  43587  30163  21611  ...  53135  71839  82128  57778  38785\n",
              "8   23196  99623  74501  70254  40811  ...   3216  54985  31225  87516  92316\n",
              "9   42464  43101  19441  85137  85555  ...  21332  82556  82666  20490  18137\n",
              "10  55832  34662  34625  93475  52497  ...  62022   5102  76374  28801   9511\n",
              "11  80003  86912  22185   5549  31607  ...    155   6595   8042  93666   4658\n",
              "12  26880  47955  35586  84348  45370  ...  90196  10730  31433  52752  96451\n",
              "13  92493  23945  42882  17586  86043  ...  83090  44740  54153  48554  46534\n",
              "14  65496  95494  99497  74020   7548  ...  63601   6176  89071   5495  94440\n",
              "15  80089  55915  69041  87478  87021  ...  78275    493  68118  74405   4342\n",
              "16  92313  56480   4927   9499   2280  ...  17376  44113  97355  75967  90491\n",
              "17  15727   4208  35259  91103   8241  ...  26026  15851  72191  18240  94348\n",
              "18  97038  46024  78765  48006  26439  ...  23323  69308  31790   5220  72129\n",
              "19   9953  39669   6648  50025   9750  ...  55669   5101  66236  13244  61138\n",
              "\n",
              "[20 rows x 25 columns]"
            ]
          },
          "metadata": {},
          "execution_count": 43
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "id": "0BkSX3ySU8zn",
        "outputId": "88abfa30-317d-43ba-b9ba-24b2890fb553"
      },
      "source": [
        "print(\"SAMPLE : \")\n",
        "a = df_population2e\n",
        "ct = 0\n",
        "\n",
        "for i in range(0, 25):\n",
        "    for j in range(0, 20):\n",
        "        if(a[i][j] < 10000):  # Crietria for selection of the Random Numbers\n",
        "            if(ct < 5):  # Number of Elements to be chosen = 10\n",
        "                print(a[i][j], end = \" \")\n",
        "                ct = ct + 1"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "SAMPLE : \n",
            "9518 9953 4208 7496 4927 "
          ]
        }
      ]
    },
    {
      "cell_type": "markdown",
      "metadata": {
        "id": "Xg8WNNEmb4sM"
      },
      "source": [
        "# **Systematic Random Sampling :**\n"
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "colab": {
          "base_uri": "https://localhost:8080/",
          "height": 457
        },
        "id": "rarOWZnObGeC",
        "outputId": "1bc6107d-be98-4f20-a725-429658e5f1c8"
      },
      "source": [
        "df_population3 = pd.DataFrame(pd.DataFrame(np.random.randint(0, 100000, size=(1000, 1000))))\n",
        "print(\"POPULATION : \")\n",
        "df_population3"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "POPULATION : \n"
          ]
        },
        {
          "output_type": "execute_result",
          "data": {
            "text/html": [
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              "  <thead>\n",
              "    <tr style=\"text-align: right;\">\n",
              "      <th></th>\n",
              "      <th>0</th>\n",
              "      <th>1</th>\n",
              "      <th>2</th>\n",
              "      <th>3</th>\n",
              "      <th>4</th>\n",
              "      <th>5</th>\n",
              "      <th>6</th>\n",
              "      <th>7</th>\n",
              "      <th>8</th>\n",
              "      <th>9</th>\n",
              "      <th>10</th>\n",
              "      <th>11</th>\n",
              "      <th>12</th>\n",
              "      <th>13</th>\n",
              "      <th>14</th>\n",
              "      <th>15</th>\n",
              "      <th>16</th>\n",
              "      <th>17</th>\n",
              "      <th>18</th>\n",
              "      <th>19</th>\n",
              "      <th>20</th>\n",
              "      <th>21</th>\n",
              "      <th>22</th>\n",
              "      <th>23</th>\n",
              "      <th>24</th>\n",
              "      <th>25</th>\n",
              "      <th>26</th>\n",
              "      <th>27</th>\n",
              "      <th>28</th>\n",
              "      <th>29</th>\n",
              "      <th>30</th>\n",
              "      <th>31</th>\n",
              "      <th>32</th>\n",
              "      <th>33</th>\n",
              "      <th>34</th>\n",
              "      <th>35</th>\n",
              "      <th>36</th>\n",
              "      <th>37</th>\n",
              "      <th>38</th>\n",
              "      <th>39</th>\n",
              "      <th>...</th>\n",
              "      <th>960</th>\n",
              "      <th>961</th>\n",
              "      <th>962</th>\n",
              "      <th>963</th>\n",
              "      <th>964</th>\n",
              "      <th>965</th>\n",
              "      <th>966</th>\n",
              "      <th>967</th>\n",
              "      <th>968</th>\n",
              "      <th>969</th>\n",
              "      <th>970</th>\n",
              "      <th>971</th>\n",
              "      <th>972</th>\n",
              "      <th>973</th>\n",
              "      <th>974</th>\n",
              "      <th>975</th>\n",
              "      <th>976</th>\n",
              "      <th>977</th>\n",
              "      <th>978</th>\n",
              "      <th>979</th>\n",
              "      <th>980</th>\n",
              "      <th>981</th>\n",
              "      <th>982</th>\n",
              "      <th>983</th>\n",
              "      <th>984</th>\n",
              "      <th>985</th>\n",
              "      <th>986</th>\n",
              "      <th>987</th>\n",
              "      <th>988</th>\n",
              "      <th>989</th>\n",
              "      <th>990</th>\n",
              "      <th>991</th>\n",
              "      <th>992</th>\n",
              "      <th>993</th>\n",
              "      <th>994</th>\n",
              "      <th>995</th>\n",
              "      <th>996</th>\n",
              "      <th>997</th>\n",
              "      <th>998</th>\n",
              "      <th>999</th>\n",
              "    </tr>\n",
              "  </thead>\n",
              "  <tbody>\n",
              "    <tr>\n",
              "      <th>0</th>\n",
              "      <td>17720</td>\n",
              "      <td>95028</td>\n",
              "      <td>33701</td>\n",
              "      <td>37716</td>\n",
              "      <td>39065</td>\n",
              "      <td>79116</td>\n",
              "      <td>46605</td>\n",
              "      <td>37443</td>\n",
              "      <td>82812</td>\n",
              "      <td>50787</td>\n",
              "      <td>18486</td>\n",
              "      <td>30854</td>\n",
              "      <td>39290</td>\n",
              "      <td>59493</td>\n",
              "      <td>60813</td>\n",
              "      <td>55030</td>\n",
              "      <td>61062</td>\n",
              "      <td>19687</td>\n",
              "      <td>73532</td>\n",
              "      <td>52202</td>\n",
              "      <td>69651</td>\n",
              "      <td>44044</td>\n",
              "      <td>61308</td>\n",
              "      <td>59856</td>\n",
              "      <td>51978</td>\n",
              "      <td>10763</td>\n",
              "      <td>11781</td>\n",
              "      <td>38539</td>\n",
              "      <td>12809</td>\n",
              "      <td>37178</td>\n",
              "      <td>73787</td>\n",
              "      <td>52612</td>\n",
              "      <td>33220</td>\n",
              "      <td>39917</td>\n",
              "      <td>87019</td>\n",
              "      <td>9520</td>\n",
              "      <td>96708</td>\n",
              "      <td>85008</td>\n",
              "      <td>11379</td>\n",
              "      <td>40119</td>\n",
              "      <td>...</td>\n",
              "      <td>72732</td>\n",
              "      <td>17650</td>\n",
              "      <td>88664</td>\n",
              "      <td>17178</td>\n",
              "      <td>79783</td>\n",
              "      <td>6886</td>\n",
              "      <td>87750</td>\n",
              "      <td>80425</td>\n",
              "      <td>8891</td>\n",
              "      <td>17675</td>\n",
              "      <td>44328</td>\n",
              "      <td>6650</td>\n",
              "      <td>44425</td>\n",
              "      <td>15154</td>\n",
              "      <td>29796</td>\n",
              "      <td>87413</td>\n",
              "      <td>84412</td>\n",
              "      <td>55428</td>\n",
              "      <td>55733</td>\n",
              "      <td>45947</td>\n",
              "      <td>5109</td>\n",
              "      <td>67195</td>\n",
              "      <td>14559</td>\n",
              "      <td>61065</td>\n",
              "      <td>60704</td>\n",
              "      <td>40419</td>\n",
              "      <td>3932</td>\n",
              "      <td>20031</td>\n",
              "      <td>47233</td>\n",
              "      <td>50847</td>\n",
              "      <td>79836</td>\n",
              "      <td>58041</td>\n",
              "      <td>12394</td>\n",
              "      <td>90545</td>\n",
              "      <td>25290</td>\n",
              "      <td>41810</td>\n",
              "      <td>48604</td>\n",
              "      <td>1128</td>\n",
              "      <td>33589</td>\n",
              "      <td>64299</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>1</th>\n",
              "      <td>80101</td>\n",
              "      <td>33894</td>\n",
              "      <td>58826</td>\n",
              "      <td>54556</td>\n",
              "      <td>51472</td>\n",
              "      <td>15632</td>\n",
              "      <td>38366</td>\n",
              "      <td>90929</td>\n",
              "      <td>73470</td>\n",
              "      <td>57347</td>\n",
              "      <td>29712</td>\n",
              "      <td>65744</td>\n",
              "      <td>32337</td>\n",
              "      <td>55734</td>\n",
              "      <td>90099</td>\n",
              "      <td>73610</td>\n",
              "      <td>65350</td>\n",
              "      <td>8308</td>\n",
              "      <td>51599</td>\n",
              "      <td>85474</td>\n",
              "      <td>70706</td>\n",
              "      <td>7254</td>\n",
              "      <td>4302</td>\n",
              "      <td>41425</td>\n",
              "      <td>44294</td>\n",
              "      <td>91686</td>\n",
              "      <td>95111</td>\n",
              "      <td>721</td>\n",
              "      <td>17514</td>\n",
              "      <td>26118</td>\n",
              "      <td>91619</td>\n",
              "      <td>67232</td>\n",
              "      <td>44824</td>\n",
              "      <td>80421</td>\n",
              "      <td>44039</td>\n",
              "      <td>81711</td>\n",
              "      <td>26815</td>\n",
              "      <td>60836</td>\n",
              "      <td>94229</td>\n",
              "      <td>72586</td>\n",
              "      <td>...</td>\n",
              "      <td>28186</td>\n",
              "      <td>63964</td>\n",
              "      <td>34162</td>\n",
              "      <td>64563</td>\n",
              "      <td>94786</td>\n",
              "      <td>50789</td>\n",
              "      <td>94118</td>\n",
              "      <td>15518</td>\n",
              "      <td>83441</td>\n",
              "      <td>62013</td>\n",
              "      <td>17462</td>\n",
              "      <td>64403</td>\n",
              "      <td>28078</td>\n",
              "      <td>42953</td>\n",
              "      <td>89023</td>\n",
              "      <td>86057</td>\n",
              "      <td>9839</td>\n",
              "      <td>92427</td>\n",
              "      <td>70047</td>\n",
              "      <td>72767</td>\n",
              "      <td>77023</td>\n",
              "      <td>84462</td>\n",
              "      <td>83256</td>\n",
              "      <td>14655</td>\n",
              "      <td>11315</td>\n",
              "      <td>19421</td>\n",
              "      <td>87882</td>\n",
              "      <td>9979</td>\n",
              "      <td>75714</td>\n",
              "      <td>88196</td>\n",
              "      <td>35027</td>\n",
              "      <td>5186</td>\n",
              "      <td>49950</td>\n",
              "      <td>2401</td>\n",
              "      <td>66758</td>\n",
              "      <td>58669</td>\n",
              "      <td>90558</td>\n",
              "      <td>18781</td>\n",
              "      <td>8558</td>\n",
              "      <td>92651</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>2</th>\n",
              "      <td>61430</td>\n",
              "      <td>82316</td>\n",
              "      <td>27273</td>\n",
              "      <td>35874</td>\n",
              "      <td>39704</td>\n",
              "      <td>42547</td>\n",
              "      <td>81701</td>\n",
              "      <td>46573</td>\n",
              "      <td>12644</td>\n",
              "      <td>77535</td>\n",
              "      <td>66942</td>\n",
              "      <td>80717</td>\n",
              "      <td>7573</td>\n",
              "      <td>95120</td>\n",
              "      <td>78070</td>\n",
              "      <td>2045</td>\n",
              "      <td>70879</td>\n",
              "      <td>50203</td>\n",
              "      <td>12761</td>\n",
              "      <td>57088</td>\n",
              "      <td>33124</td>\n",
              "      <td>4449</td>\n",
              "      <td>34826</td>\n",
              "      <td>49783</td>\n",
              "      <td>46654</td>\n",
              "      <td>59201</td>\n",
              "      <td>91993</td>\n",
              "      <td>63156</td>\n",
              "      <td>77991</td>\n",
              "      <td>79014</td>\n",
              "      <td>20236</td>\n",
              "      <td>66726</td>\n",
              "      <td>23286</td>\n",
              "      <td>80443</td>\n",
              "      <td>35509</td>\n",
              "      <td>28986</td>\n",
              "      <td>19642</td>\n",
              "      <td>27643</td>\n",
              "      <td>85799</td>\n",
              "      <td>53175</td>\n",
              "      <td>...</td>\n",
              "      <td>27250</td>\n",
              "      <td>15973</td>\n",
              "      <td>83622</td>\n",
              "      <td>23141</td>\n",
              "      <td>43943</td>\n",
              "      <td>51396</td>\n",
              "      <td>80781</td>\n",
              "      <td>1992</td>\n",
              "      <td>10713</td>\n",
              "      <td>47659</td>\n",
              "      <td>71974</td>\n",
              "      <td>8697</td>\n",
              "      <td>13876</td>\n",
              "      <td>40272</td>\n",
              "      <td>47409</td>\n",
              "      <td>46706</td>\n",
              "      <td>62680</td>\n",
              "      <td>30981</td>\n",
              "      <td>41015</td>\n",
              "      <td>45756</td>\n",
              "      <td>33387</td>\n",
              "      <td>73611</td>\n",
              "      <td>79781</td>\n",
              "      <td>56122</td>\n",
              "      <td>32631</td>\n",
              "      <td>33193</td>\n",
              "      <td>91868</td>\n",
              "      <td>78979</td>\n",
              "      <td>55701</td>\n",
              "      <td>96638</td>\n",
              "      <td>69497</td>\n",
              "      <td>46622</td>\n",
              "      <td>33113</td>\n",
              "      <td>17037</td>\n",
              "      <td>84557</td>\n",
              "      <td>30998</td>\n",
              "      <td>16065</td>\n",
              "      <td>38442</td>\n",
              "      <td>12108</td>\n",
              "      <td>86498</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>3</th>\n",
              "      <td>70480</td>\n",
              "      <td>89591</td>\n",
              "      <td>25892</td>\n",
              "      <td>4463</td>\n",
              "      <td>51391</td>\n",
              "      <td>99005</td>\n",
              "      <td>52266</td>\n",
              "      <td>9001</td>\n",
              "      <td>39450</td>\n",
              "      <td>59728</td>\n",
              "      <td>62849</td>\n",
              "      <td>3793</td>\n",
              "      <td>15209</td>\n",
              "      <td>74302</td>\n",
              "      <td>67219</td>\n",
              "      <td>1818</td>\n",
              "      <td>5501</td>\n",
              "      <td>24820</td>\n",
              "      <td>77394</td>\n",
              "      <td>82207</td>\n",
              "      <td>47331</td>\n",
              "      <td>19434</td>\n",
              "      <td>46590</td>\n",
              "      <td>50062</td>\n",
              "      <td>74172</td>\n",
              "      <td>39728</td>\n",
              "      <td>83845</td>\n",
              "      <td>30952</td>\n",
              "      <td>58263</td>\n",
              "      <td>50154</td>\n",
              "      <td>93882</td>\n",
              "      <td>22465</td>\n",
              "      <td>18298</td>\n",
              "      <td>85282</td>\n",
              "      <td>1086</td>\n",
              "      <td>51665</td>\n",
              "      <td>42947</td>\n",
              "      <td>91072</td>\n",
              "      <td>66059</td>\n",
              "      <td>47381</td>\n",
              "      <td>...</td>\n",
              "      <td>94818</td>\n",
              "      <td>87940</td>\n",
              "      <td>61441</td>\n",
              "      <td>33752</td>\n",
              "      <td>14335</td>\n",
              "      <td>96332</td>\n",
              "      <td>35331</td>\n",
              "      <td>38402</td>\n",
              "      <td>18101</td>\n",
              "      <td>85511</td>\n",
              "      <td>52775</td>\n",
              "      <td>66937</td>\n",
              "      <td>6572</td>\n",
              "      <td>54537</td>\n",
              "      <td>86004</td>\n",
              "      <td>73011</td>\n",
              "      <td>10984</td>\n",
              "      <td>24220</td>\n",
              "      <td>49418</td>\n",
              "      <td>93953</td>\n",
              "      <td>66960</td>\n",
              "      <td>30731</td>\n",
              "      <td>68973</td>\n",
              "      <td>32259</td>\n",
              "      <td>16116</td>\n",
              "      <td>46559</td>\n",
              "      <td>9160</td>\n",
              "      <td>12872</td>\n",
              "      <td>89457</td>\n",
              "      <td>87133</td>\n",
              "      <td>99954</td>\n",
              "      <td>57158</td>\n",
              "      <td>16424</td>\n",
              "      <td>66264</td>\n",
              "      <td>80851</td>\n",
              "      <td>36930</td>\n",
              "      <td>55688</td>\n",
              "      <td>89056</td>\n",
              "      <td>66603</td>\n",
              "      <td>85798</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>4</th>\n",
              "      <td>5074</td>\n",
              "      <td>7633</td>\n",
              "      <td>8065</td>\n",
              "      <td>90969</td>\n",
              "      <td>70783</td>\n",
              "      <td>32963</td>\n",
              "      <td>74982</td>\n",
              "      <td>30442</td>\n",
              "      <td>82781</td>\n",
              "      <td>51961</td>\n",
              "      <td>58827</td>\n",
              "      <td>56631</td>\n",
              "      <td>55795</td>\n",
              "      <td>75827</td>\n",
              "      <td>93657</td>\n",
              "      <td>97570</td>\n",
              "      <td>66635</td>\n",
              "      <td>14068</td>\n",
              "      <td>11399</td>\n",
              "      <td>3134</td>\n",
              "      <td>97616</td>\n",
              "      <td>89895</td>\n",
              "      <td>81023</td>\n",
              "      <td>53854</td>\n",
              "      <td>85077</td>\n",
              "      <td>60186</td>\n",
              "      <td>64004</td>\n",
              "      <td>47210</td>\n",
              "      <td>24461</td>\n",
              "      <td>63701</td>\n",
              "      <td>60512</td>\n",
              "      <td>30377</td>\n",
              "      <td>25868</td>\n",
              "      <td>535</td>\n",
              "      <td>76899</td>\n",
              "      <td>33796</td>\n",
              "      <td>81141</td>\n",
              "      <td>79647</td>\n",
              "      <td>21783</td>\n",
              "      <td>712</td>\n",
              "      <td>...</td>\n",
              "      <td>16097</td>\n",
              "      <td>86375</td>\n",
              "      <td>61094</td>\n",
              "      <td>35486</td>\n",
              "      <td>39564</td>\n",
              "      <td>88815</td>\n",
              "      <td>35734</td>\n",
              "      <td>69426</td>\n",
              "      <td>41485</td>\n",
              "      <td>26438</td>\n",
              "      <td>8724</td>\n",
              "      <td>64038</td>\n",
              "      <td>40874</td>\n",
              "      <td>98193</td>\n",
              "      <td>86200</td>\n",
              "      <td>96755</td>\n",
              "      <td>96645</td>\n",
              "      <td>27539</td>\n",
              "      <td>55873</td>\n",
              "      <td>85701</td>\n",
              "      <td>92124</td>\n",
              "      <td>1578</td>\n",
              "      <td>91292</td>\n",
              "      <td>77936</td>\n",
              "      <td>56734</td>\n",
              "      <td>43272</td>\n",
              "      <td>85064</td>\n",
              "      <td>95974</td>\n",
              "      <td>19150</td>\n",
              "      <td>44005</td>\n",
              "      <td>99781</td>\n",
              "      <td>90885</td>\n",
              "      <td>8994</td>\n",
              "      <td>31824</td>\n",
              "      <td>1787</td>\n",
              "      <td>21768</td>\n",
              "      <td>53117</td>\n",
              "      <td>17268</td>\n",
              "      <td>13568</td>\n",
              "      <td>23885</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>...</th>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "      <td>...</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>995</th>\n",
              "      <td>28602</td>\n",
              "      <td>28866</td>\n",
              "      <td>66280</td>\n",
              "      <td>93478</td>\n",
              "      <td>90424</td>\n",
              "      <td>16623</td>\n",
              "      <td>28631</td>\n",
              "      <td>89737</td>\n",
              "      <td>32863</td>\n",
              "      <td>38154</td>\n",
              "      <td>16590</td>\n",
              "      <td>81851</td>\n",
              "      <td>43505</td>\n",
              "      <td>46935</td>\n",
              "      <td>34635</td>\n",
              "      <td>13861</td>\n",
              "      <td>55324</td>\n",
              "      <td>92513</td>\n",
              "      <td>69094</td>\n",
              "      <td>34040</td>\n",
              "      <td>96365</td>\n",
              "      <td>54471</td>\n",
              "      <td>55210</td>\n",
              "      <td>49718</td>\n",
              "      <td>48101</td>\n",
              "      <td>24370</td>\n",
              "      <td>85189</td>\n",
              "      <td>72685</td>\n",
              "      <td>12420</td>\n",
              "      <td>84665</td>\n",
              "      <td>94559</td>\n",
              "      <td>47415</td>\n",
              "      <td>58179</td>\n",
              "      <td>68655</td>\n",
              "      <td>44169</td>\n",
              "      <td>67063</td>\n",
              "      <td>91278</td>\n",
              "      <td>13282</td>\n",
              "      <td>36583</td>\n",
              "      <td>11065</td>\n",
              "      <td>...</td>\n",
              "      <td>64092</td>\n",
              "      <td>79022</td>\n",
              "      <td>73591</td>\n",
              "      <td>9753</td>\n",
              "      <td>89237</td>\n",
              "      <td>97642</td>\n",
              "      <td>47433</td>\n",
              "      <td>24608</td>\n",
              "      <td>46471</td>\n",
              "      <td>80255</td>\n",
              "      <td>38980</td>\n",
              "      <td>94327</td>\n",
              "      <td>15060</td>\n",
              "      <td>71511</td>\n",
              "      <td>82640</td>\n",
              "      <td>60182</td>\n",
              "      <td>93084</td>\n",
              "      <td>55324</td>\n",
              "      <td>60619</td>\n",
              "      <td>67541</td>\n",
              "      <td>95184</td>\n",
              "      <td>15720</td>\n",
              "      <td>77363</td>\n",
              "      <td>94538</td>\n",
              "      <td>75432</td>\n",
              "      <td>36512</td>\n",
              "      <td>10521</td>\n",
              "      <td>936</td>\n",
              "      <td>86594</td>\n",
              "      <td>69044</td>\n",
              "      <td>19391</td>\n",
              "      <td>77528</td>\n",
              "      <td>10834</td>\n",
              "      <td>10176</td>\n",
              "      <td>28776</td>\n",
              "      <td>20515</td>\n",
              "      <td>67893</td>\n",
              "      <td>40676</td>\n",
              "      <td>2823</td>\n",
              "      <td>95155</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>996</th>\n",
              "      <td>17747</td>\n",
              "      <td>45453</td>\n",
              "      <td>91568</td>\n",
              "      <td>96980</td>\n",
              "      <td>54263</td>\n",
              "      <td>27205</td>\n",
              "      <td>93341</td>\n",
              "      <td>25336</td>\n",
              "      <td>36335</td>\n",
              "      <td>85987</td>\n",
              "      <td>76022</td>\n",
              "      <td>85488</td>\n",
              "      <td>22478</td>\n",
              "      <td>64795</td>\n",
              "      <td>65900</td>\n",
              "      <td>63362</td>\n",
              "      <td>47135</td>\n",
              "      <td>34555</td>\n",
              "      <td>77134</td>\n",
              "      <td>33400</td>\n",
              "      <td>26760</td>\n",
              "      <td>57975</td>\n",
              "      <td>8330</td>\n",
              "      <td>21091</td>\n",
              "      <td>89899</td>\n",
              "      <td>25556</td>\n",
              "      <td>48782</td>\n",
              "      <td>21439</td>\n",
              "      <td>99570</td>\n",
              "      <td>48171</td>\n",
              "      <td>20554</td>\n",
              "      <td>35069</td>\n",
              "      <td>56882</td>\n",
              "      <td>30307</td>\n",
              "      <td>18954</td>\n",
              "      <td>59758</td>\n",
              "      <td>23578</td>\n",
              "      <td>35439</td>\n",
              "      <td>51823</td>\n",
              "      <td>33236</td>\n",
              "      <td>...</td>\n",
              "      <td>6802</td>\n",
              "      <td>28558</td>\n",
              "      <td>38649</td>\n",
              "      <td>22515</td>\n",
              "      <td>96292</td>\n",
              "      <td>81193</td>\n",
              "      <td>3234</td>\n",
              "      <td>44729</td>\n",
              "      <td>95763</td>\n",
              "      <td>55975</td>\n",
              "      <td>12815</td>\n",
              "      <td>60735</td>\n",
              "      <td>53033</td>\n",
              "      <td>8702</td>\n",
              "      <td>85641</td>\n",
              "      <td>93811</td>\n",
              "      <td>72449</td>\n",
              "      <td>71647</td>\n",
              "      <td>85546</td>\n",
              "      <td>436</td>\n",
              "      <td>21010</td>\n",
              "      <td>41435</td>\n",
              "      <td>1154</td>\n",
              "      <td>20983</td>\n",
              "      <td>87432</td>\n",
              "      <td>98460</td>\n",
              "      <td>28046</td>\n",
              "      <td>72350</td>\n",
              "      <td>96627</td>\n",
              "      <td>52659</td>\n",
              "      <td>62297</td>\n",
              "      <td>39024</td>\n",
              "      <td>21516</td>\n",
              "      <td>20929</td>\n",
              "      <td>35462</td>\n",
              "      <td>36168</td>\n",
              "      <td>41610</td>\n",
              "      <td>55467</td>\n",
              "      <td>13294</td>\n",
              "      <td>31856</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>997</th>\n",
              "      <td>91919</td>\n",
              "      <td>90305</td>\n",
              "      <td>12138</td>\n",
              "      <td>16945</td>\n",
              "      <td>50583</td>\n",
              "      <td>16564</td>\n",
              "      <td>46727</td>\n",
              "      <td>58424</td>\n",
              "      <td>98024</td>\n",
              "      <td>35613</td>\n",
              "      <td>46356</td>\n",
              "      <td>32709</td>\n",
              "      <td>19086</td>\n",
              "      <td>9297</td>\n",
              "      <td>16853</td>\n",
              "      <td>26685</td>\n",
              "      <td>88308</td>\n",
              "      <td>35015</td>\n",
              "      <td>21696</td>\n",
              "      <td>84869</td>\n",
              "      <td>2357</td>\n",
              "      <td>39866</td>\n",
              "      <td>97685</td>\n",
              "      <td>12288</td>\n",
              "      <td>79408</td>\n",
              "      <td>65509</td>\n",
              "      <td>22158</td>\n",
              "      <td>38019</td>\n",
              "      <td>9822</td>\n",
              "      <td>39172</td>\n",
              "      <td>35658</td>\n",
              "      <td>3039</td>\n",
              "      <td>15580</td>\n",
              "      <td>27495</td>\n",
              "      <td>58844</td>\n",
              "      <td>61772</td>\n",
              "      <td>1032</td>\n",
              "      <td>30084</td>\n",
              "      <td>5777</td>\n",
              "      <td>89040</td>\n",
              "      <td>...</td>\n",
              "      <td>18855</td>\n",
              "      <td>19269</td>\n",
              "      <td>83787</td>\n",
              "      <td>87064</td>\n",
              "      <td>64178</td>\n",
              "      <td>67053</td>\n",
              "      <td>91069</td>\n",
              "      <td>39811</td>\n",
              "      <td>97665</td>\n",
              "      <td>68025</td>\n",
              "      <td>4623</td>\n",
              "      <td>17334</td>\n",
              "      <td>41634</td>\n",
              "      <td>34872</td>\n",
              "      <td>91320</td>\n",
              "      <td>66711</td>\n",
              "      <td>82805</td>\n",
              "      <td>61143</td>\n",
              "      <td>9103</td>\n",
              "      <td>10940</td>\n",
              "      <td>24974</td>\n",
              "      <td>88318</td>\n",
              "      <td>99453</td>\n",
              "      <td>44570</td>\n",
              "      <td>13114</td>\n",
              "      <td>68154</td>\n",
              "      <td>53543</td>\n",
              "      <td>80499</td>\n",
              "      <td>27279</td>\n",
              "      <td>70792</td>\n",
              "      <td>87107</td>\n",
              "      <td>77993</td>\n",
              "      <td>76917</td>\n",
              "      <td>58989</td>\n",
              "      <td>48695</td>\n",
              "      <td>76262</td>\n",
              "      <td>85452</td>\n",
              "      <td>62954</td>\n",
              "      <td>50538</td>\n",
              "      <td>96170</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>998</th>\n",
              "      <td>80335</td>\n",
              "      <td>60873</td>\n",
              "      <td>90629</td>\n",
              "      <td>46337</td>\n",
              "      <td>93324</td>\n",
              "      <td>88507</td>\n",
              "      <td>13123</td>\n",
              "      <td>60065</td>\n",
              "      <td>71427</td>\n",
              "      <td>88235</td>\n",
              "      <td>8695</td>\n",
              "      <td>19181</td>\n",
              "      <td>23055</td>\n",
              "      <td>81815</td>\n",
              "      <td>94250</td>\n",
              "      <td>74244</td>\n",
              "      <td>69109</td>\n",
              "      <td>70564</td>\n",
              "      <td>48407</td>\n",
              "      <td>22225</td>\n",
              "      <td>63807</td>\n",
              "      <td>39198</td>\n",
              "      <td>91933</td>\n",
              "      <td>86868</td>\n",
              "      <td>59514</td>\n",
              "      <td>82948</td>\n",
              "      <td>43470</td>\n",
              "      <td>37556</td>\n",
              "      <td>63623</td>\n",
              "      <td>8568</td>\n",
              "      <td>92635</td>\n",
              "      <td>57403</td>\n",
              "      <td>96550</td>\n",
              "      <td>14455</td>\n",
              "      <td>8102</td>\n",
              "      <td>32480</td>\n",
              "      <td>51603</td>\n",
              "      <td>70312</td>\n",
              "      <td>32455</td>\n",
              "      <td>50516</td>\n",
              "      <td>...</td>\n",
              "      <td>72936</td>\n",
              "      <td>62993</td>\n",
              "      <td>32082</td>\n",
              "      <td>14826</td>\n",
              "      <td>97273</td>\n",
              "      <td>42428</td>\n",
              "      <td>48596</td>\n",
              "      <td>826</td>\n",
              "      <td>13168</td>\n",
              "      <td>55784</td>\n",
              "      <td>54456</td>\n",
              "      <td>48449</td>\n",
              "      <td>6655</td>\n",
              "      <td>34224</td>\n",
              "      <td>53683</td>\n",
              "      <td>63033</td>\n",
              "      <td>88571</td>\n",
              "      <td>40162</td>\n",
              "      <td>73501</td>\n",
              "      <td>83827</td>\n",
              "      <td>51745</td>\n",
              "      <td>95635</td>\n",
              "      <td>89783</td>\n",
              "      <td>87297</td>\n",
              "      <td>90445</td>\n",
              "      <td>16093</td>\n",
              "      <td>30905</td>\n",
              "      <td>34002</td>\n",
              "      <td>97169</td>\n",
              "      <td>17783</td>\n",
              "      <td>61703</td>\n",
              "      <td>97773</td>\n",
              "      <td>84438</td>\n",
              "      <td>6656</td>\n",
              "      <td>67370</td>\n",
              "      <td>42288</td>\n",
              "      <td>3334</td>\n",
              "      <td>12211</td>\n",
              "      <td>50717</td>\n",
              "      <td>18907</td>\n",
              "    </tr>\n",
              "    <tr>\n",
              "      <th>999</th>\n",
              "      <td>60152</td>\n",
              "      <td>14729</td>\n",
              "      <td>60306</td>\n",
              "      <td>75898</td>\n",
              "      <td>15652</td>\n",
              "      <td>29447</td>\n",
              "      <td>51791</td>\n",
              "      <td>74500</td>\n",
              "      <td>44250</td>\n",
              "      <td>81865</td>\n",
              "      <td>86294</td>\n",
              "      <td>19848</td>\n",
              "      <td>9900</td>\n",
              "      <td>14522</td>\n",
              "      <td>80778</td>\n",
              "      <td>78540</td>\n",
              "      <td>62530</td>\n",
              "      <td>22064</td>\n",
              "      <td>98071</td>\n",
              "      <td>29517</td>\n",
              "      <td>71442</td>\n",
              "      <td>21681</td>\n",
              "      <td>98384</td>\n",
              "      <td>39552</td>\n",
              "      <td>94471</td>\n",
              "      <td>45678</td>\n",
              "      <td>16033</td>\n",
              "      <td>64347</td>\n",
              "      <td>64151</td>\n",
              "      <td>92268</td>\n",
              "      <td>25927</td>\n",
              "      <td>54627</td>\n",
              "      <td>21739</td>\n",
              "      <td>89560</td>\n",
              "      <td>56661</td>\n",
              "      <td>49212</td>\n",
              "      <td>70930</td>\n",
              "      <td>38853</td>\n",
              "      <td>2649</td>\n",
              "      <td>37250</td>\n",
              "      <td>...</td>\n",
              "      <td>41630</td>\n",
              "      <td>32487</td>\n",
              "      <td>48977</td>\n",
              "      <td>73646</td>\n",
              "      <td>85619</td>\n",
              "      <td>51351</td>\n",
              "      <td>19584</td>\n",
              "      <td>17141</td>\n",
              "      <td>50923</td>\n",
              "      <td>10723</td>\n",
              "      <td>9632</td>\n",
              "      <td>47079</td>\n",
              "      <td>46567</td>\n",
              "      <td>99572</td>\n",
              "      <td>10068</td>\n",
              "      <td>64458</td>\n",
              "      <td>58175</td>\n",
              "      <td>64414</td>\n",
              "      <td>94835</td>\n",
              "      <td>81274</td>\n",
              "      <td>21746</td>\n",
              "      <td>94887</td>\n",
              "      <td>81306</td>\n",
              "      <td>44556</td>\n",
              "      <td>39252</td>\n",
              "      <td>57085</td>\n",
              "      <td>79550</td>\n",
              "      <td>67081</td>\n",
              "      <td>61106</td>\n",
              "      <td>68319</td>\n",
              "      <td>56746</td>\n",
              "      <td>11899</td>\n",
              "      <td>84819</td>\n",
              "      <td>87063</td>\n",
              "      <td>72240</td>\n",
              "      <td>76774</td>\n",
              "      <td>32154</td>\n",
              "      <td>19277</td>\n",
              "      <td>28878</td>\n",
              "      <td>35277</td>\n",
              "    </tr>\n",
              "  </tbody>\n",
              "</table>\n",
              "<p>1000 rows × 1000 columns</p>\n",
              "</div>"
            ],
            "text/plain": [
              "       0      1      2      3      4    ...    995    996    997    998    999\n",
              "0    17720  95028  33701  37716  39065  ...  41810  48604   1128  33589  64299\n",
              "1    80101  33894  58826  54556  51472  ...  58669  90558  18781   8558  92651\n",
              "2    61430  82316  27273  35874  39704  ...  30998  16065  38442  12108  86498\n",
              "3    70480  89591  25892   4463  51391  ...  36930  55688  89056  66603  85798\n",
              "4     5074   7633   8065  90969  70783  ...  21768  53117  17268  13568  23885\n",
              "..     ...    ...    ...    ...    ...  ...    ...    ...    ...    ...    ...\n",
              "995  28602  28866  66280  93478  90424  ...  20515  67893  40676   2823  95155\n",
              "996  17747  45453  91568  96980  54263  ...  36168  41610  55467  13294  31856\n",
              "997  91919  90305  12138  16945  50583  ...  76262  85452  62954  50538  96170\n",
              "998  80335  60873  90629  46337  93324  ...  42288   3334  12211  50717  18907\n",
              "999  60152  14729  60306  75898  15652  ...  76774  32154  19277  28878  35277\n",
              "\n",
              "[1000 rows x 1000 columns]"
            ]
          },
          "metadata": {},
          "execution_count": 45
        }
      ]
    },
    {
      "cell_type": "code",
      "metadata": {
        "id": "t-__Qf_kbGnJ",
        "colab": {
          "base_uri": "https://localhost:8080/"
        },
        "outputId": "aa7f5200-1a3e-430f-a672-0f933cd015ac"
      },
      "source": [
        "k = 10000 / 100  # k = Population Size / Sample Size\n",
        "\n",
        "print(\"SAMPLE : \")\n",
        "a = df_population3\n",
        "ct = 0\n",
        "\n",
        "for i in range(0, 1000, int(k)):\n",
        "    for j in range(0, 1000, int(k)):\n",
        "        if(ct < 100):  # Number of Elements to be chosen = 100\n",
        "            print(a[i][j], end = \" \")\n",
        "            ct = ct + 1"
      ],
      "execution_count": null,
      "outputs": [
        {
          "output_type": "stream",
          "name": "stdout",
          "text": [
            "SAMPLE : \n",
            "17720 32284 68750 64461 17330 22442 804 66948 72096 41097 41644 12583 36717 90490 22317 6724 19950 56844 23271 59698 78217 28240 9713 48712 35127 66474 359 28394 97053 28381 75809 26989 79528 49960 14506 30687 14161 43592 80879 9423 46777 420 87702 2952 81421 73810 18444 16820 91913 13079 79089 89434 18827 69922 34002 27292 1247 15883 27720 24843 39669 92412 77770 18260 17002 57348 22141 44026 25358 46787 74931 50120 78489 7821 95537 94263 68210 60750 30043 51738 32932 90062 82734 9253 13800 71490 40915 15996 11488 29514 96640 67549 86269 58088 32972 7657 26615 4494 80025 19290 "
          ]
        }
      ]
    }
  ]
}