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@vallantin
Last active August 15, 2018 19:42
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Create Data Frame from random values
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{
"cells": [
{
"cell_type": "code",
"execution_count": 34,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>A</th>\n",
" <th>B</th>\n",
" <th>C</th>\n",
" <th>D</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>68</td>\n",
" <td>43</td>\n",
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" <td>80</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>17</td>\n",
" <td>79</td>\n",
" <td>78</td>\n",
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" </tr>\n",
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" <td>21</td>\n",
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" <td>42</td>\n",
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" </tr>\n",
" <tr>\n",
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" <td>2</td>\n",
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" <th>4</th>\n",
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" <td>32</td>\n",
" <td>16</td>\n",
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" <td>49</td>\n",
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" </tr>\n",
" <tr>\n",
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" <td>97</td>\n",
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" <td>28</td>\n",
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" <tr>\n",
" <th>7</th>\n",
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" <td>93</td>\n",
" <td>86</td>\n",
" <td>23</td>\n",
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" <td>54</td>\n",
" <td>60</td>\n",
" <td>7</td>\n",
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" </tr>\n",
" <tr>\n",
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" <td>34</td>\n",
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" <tr>\n",
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" <td>36</td>\n",
" <td>49</td>\n",
" <td>38</td>\n",
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" <tr>\n",
" <th>11</th>\n",
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" <td>81</td>\n",
" <td>35</td>\n",
" <td>43</td>\n",
" </tr>\n",
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" <th>12</th>\n",
" <td>16</td>\n",
" <td>15</td>\n",
" <td>63</td>\n",
" <td>47</td>\n",
" </tr>\n",
" <tr>\n",
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" <td>91</td>\n",
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" <tr>\n",
" <th>14</th>\n",
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" <td>65</td>\n",
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" <td>19</td>\n",
" </tr>\n",
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" <td>54</td>\n",
" <td>99</td>\n",
" <td>17</td>\n",
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" </tr>\n",
" <tr>\n",
" <th>16</th>\n",
" <td>44</td>\n",
" <td>20</td>\n",
" <td>95</td>\n",
" <td>2</td>\n",
" </tr>\n",
" <tr>\n",
" <th>17</th>\n",
" <td>49</td>\n",
" <td>45</td>\n",
" <td>49</td>\n",
" <td>57</td>\n",
" </tr>\n",
" <tr>\n",
" <th>18</th>\n",
" <td>96</td>\n",
" <td>91</td>\n",
" <td>11</td>\n",
" <td>98</td>\n",
" </tr>\n",
" <tr>\n",
" <th>19</th>\n",
" <td>64</td>\n",
" <td>17</td>\n",
" <td>9</td>\n",
" <td>61</td>\n",
" </tr>\n",
" <tr>\n",
" <th>20</th>\n",
" <td>52</td>\n",
" <td>34</td>\n",
" <td>85</td>\n",
" <td>39</td>\n",
" </tr>\n",
" <tr>\n",
" <th>21</th>\n",
" <td>91</td>\n",
" <td>0</td>\n",
" <td>86</td>\n",
" <td>48</td>\n",
" </tr>\n",
" <tr>\n",
" <th>22</th>\n",
" <td>11</td>\n",
" <td>18</td>\n",
" <td>42</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>23</th>\n",
" <td>42</td>\n",
" <td>79</td>\n",
" <td>40</td>\n",
" <td>15</td>\n",
" </tr>\n",
" <tr>\n",
" <th>24</th>\n",
" <td>98</td>\n",
" <td>9</td>\n",
" <td>34</td>\n",
" <td>80</td>\n",
" </tr>\n",
" <tr>\n",
" <th>25</th>\n",
" <td>92</td>\n",
" <td>51</td>\n",
" <td>0</td>\n",
" <td>72</td>\n",
" </tr>\n",
" <tr>\n",
" <th>26</th>\n",
" <td>91</td>\n",
" <td>47</td>\n",
" <td>82</td>\n",
" <td>57</td>\n",
" </tr>\n",
" <tr>\n",
" <th>27</th>\n",
" <td>90</td>\n",
" <td>19</td>\n",
" <td>70</td>\n",
" <td>64</td>\n",
" </tr>\n",
" <tr>\n",
" <th>28</th>\n",
" <td>29</td>\n",
" <td>80</td>\n",
" <td>72</td>\n",
" <td>5</td>\n",
" </tr>\n",
" <tr>\n",
" <th>29</th>\n",
" <td>70</td>\n",
" <td>50</td>\n",
" <td>57</td>\n",
" <td>29</td>\n",
" </tr>\n",
" <tr>\n",
" <th>30</th>\n",
" <td>65</td>\n",
" <td>26</td>\n",
" <td>0</td>\n",
" <td>63</td>\n",
" </tr>\n",
" <tr>\n",
" <th>31</th>\n",
" <td>50</td>\n",
" <td>88</td>\n",
" <td>4</td>\n",
" <td>93</td>\n",
" </tr>\n",
" <tr>\n",
" <th>32</th>\n",
" <td>42</td>\n",
" <td>39</td>\n",
" <td>52</td>\n",
" <td>17</td>\n",
" </tr>\n",
" <tr>\n",
" <th>33</th>\n",
" <td>18</td>\n",
" <td>71</td>\n",
" <td>78</td>\n",
" <td>16</td>\n",
" </tr>\n",
" <tr>\n",
" <th>34</th>\n",
" <td>5</td>\n",
" <td>44</td>\n",
" <td>27</td>\n",
" <td>95</td>\n",
" </tr>\n",
" <tr>\n",
" <th>35</th>\n",
" <td>74</td>\n",
" <td>18</td>\n",
" <td>70</td>\n",
" <td>67</td>\n",
" </tr>\n",
" <tr>\n",
" <th>36</th>\n",
" <td>79</td>\n",
" <td>60</td>\n",
" <td>13</td>\n",
" <td>20</td>\n",
" </tr>\n",
" <tr>\n",
" <th>37</th>\n",
" <td>66</td>\n",
" <td>92</td>\n",
" <td>11</td>\n",
" <td>67</td>\n",
" </tr>\n",
" <tr>\n",
" <th>38</th>\n",
" <td>48</td>\n",
" <td>34</td>\n",
" <td>78</td>\n",
" <td>86</td>\n",
" </tr>\n",
" <tr>\n",
" <th>39</th>\n",
" <td>55</td>\n",
" <td>18</td>\n",
" <td>25</td>\n",
" <td>6</td>\n",
" </tr>\n",
" <tr>\n",
" <th>40</th>\n",
" <td>10</td>\n",
" <td>28</td>\n",
" <td>87</td>\n",
" <td>40</td>\n",
" </tr>\n",
" <tr>\n",
" <th>41</th>\n",
" <td>83</td>\n",
" <td>69</td>\n",
" <td>60</td>\n",
" <td>16</td>\n",
" </tr>\n",
" <tr>\n",
" <th>42</th>\n",
" <td>82</td>\n",
" <td>56</td>\n",
" <td>19</td>\n",
" <td>56</td>\n",
" </tr>\n",
" <tr>\n",
" <th>43</th>\n",
" <td>7</td>\n",
" <td>31</td>\n",
" <td>30</td>\n",
" <td>98</td>\n",
" </tr>\n",
" <tr>\n",
" <th>44</th>\n",
" <td>25</td>\n",
" <td>74</td>\n",
" <td>50</td>\n",
" <td>55</td>\n",
" </tr>\n",
" <tr>\n",
" <th>45</th>\n",
" <td>96</td>\n",
" <td>72</td>\n",
" <td>94</td>\n",
" <td>29</td>\n",
" </tr>\n",
" <tr>\n",
" <th>46</th>\n",
" <td>96</td>\n",
" <td>94</td>\n",
" <td>30</td>\n",
" <td>65</td>\n",
" </tr>\n",
" <tr>\n",
" <th>47</th>\n",
" <td>12</td>\n",
" <td>96</td>\n",
" <td>57</td>\n",
" <td>93</td>\n",
" </tr>\n",
" <tr>\n",
" <th>48</th>\n",
" <td>52</td>\n",
" <td>59</td>\n",
" <td>93</td>\n",
" <td>3</td>\n",
" </tr>\n",
" <tr>\n",
" <th>49</th>\n",
" <td>18</td>\n",
" <td>79</td>\n",
" <td>34</td>\n",
" <td>57</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" A B C D\n",
"0 68 43 26 80\n",
"1 17 79 78 30\n",
"2 21 74 42 12\n",
"3 46 97 89 2\n",
"4 95 32 16 65\n",
"5 70 80 49 59\n",
"6 97 97 17 28\n",
"7 11 93 86 23\n",
"8 54 60 7 11\n",
"9 34 0 65 0\n",
"10 23 36 49 38\n",
"11 45 81 35 43\n",
"12 16 15 63 47\n",
"13 51 64 44 91\n",
"14 35 65 65 19\n",
"15 54 99 17 74\n",
"16 44 20 95 2\n",
"17 49 45 49 57\n",
"18 96 91 11 98\n",
"19 64 17 9 61\n",
"20 52 34 85 39\n",
"21 91 0 86 48\n",
"22 11 18 42 0\n",
"23 42 79 40 15\n",
"24 98 9 34 80\n",
"25 92 51 0 72\n",
"26 91 47 82 57\n",
"27 90 19 70 64\n",
"28 29 80 72 5\n",
"29 70 50 57 29\n",
"30 65 26 0 63\n",
"31 50 88 4 93\n",
"32 42 39 52 17\n",
"33 18 71 78 16\n",
"34 5 44 27 95\n",
"35 74 18 70 67\n",
"36 79 60 13 20\n",
"37 66 92 11 67\n",
"38 48 34 78 86\n",
"39 55 18 25 6\n",
"40 10 28 87 40\n",
"41 83 69 60 16\n",
"42 82 56 19 56\n",
"43 7 31 30 98\n",
"44 25 74 50 55\n",
"45 96 72 94 29\n",
"46 96 94 30 65\n",
"47 12 96 57 93\n",
"48 52 59 93 3\n",
"49 18 79 34 57"
]
},
"execution_count": 34,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"import numpy as np\n",
"import pandas as pd\n",
"\n",
"randomDataFrame = pd.DataFrame(np.random.randint(low=0, high=100, size=(50, 4)), \n",
" columns=list('ABCD'))\n",
"randomDataFrame"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.6.5"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
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