<pre><code><span>import</span> pandas <span>as</span> pd
<span>import</span> numpy <span>as</span> np</code></pre>
<p>Create a dataframe with random integers</p>
<pre><code><span>#using numpy's randint</span>
df = pd.DataFrame(np.random.randint(<span>0</span>,<span>100</span>,size=(<span>15</span>, <span>4</span>)), columns=<span>list</span>(<span>'ABCD'</span>))</code></pre>
<pre><code><span>#preview the df</span>
df</code></pre>
<table>
<thead>
<tr>
<th></th>
<th>A</th>
<th>B</th>
<th>C</th>
<th>D</th>
</tr>
</thead>
<tbody>
<tr>
<td>0</td>
<td>91</td>
<td>96</td>
<td>36</td>
<td>89</td>
</tr>
<tr>
<td>1</td>
<td>17</td>
<td>18</td>
<td>40</td>
<td>97</td>
</tr>
<tr>
<td>2</td>
<td>38</td>
<td>12</td>
<td>22</td>
<td>63</td>
</tr>
<tr>
<td>3</td>
<td>38</td>
<td>13</td>
<td>17</td>
<td>96</td>
</tr>
<tr>
<td>4</td>
<td>48</td>
<td>68</td>
<td>65</td>
<td>59</td>
</tr>
<tr>
<td>5</td>
<td>45</td>
<td>28</td>
<td>65</td>
<td>79</td>
</tr>
<tr>
<td>6</td>
<td>49</td>
<td>73</td>
<td>36</td>
<td>20</td>
</tr>
<tr>
<td>7</td>
<td>0</td>
<td>69</td>
<td>11</td>
<td>87</td>
</tr>
<tr>
<td>8</td>
<td>90</td>
<td>19</td>
<td>49</td>
<td>7</td>
</tr>
<tr>
<td>9</td>
<td>93</td>
<td>35</td>
<td>97</td>
<td>55</td>
</tr>
<tr>
<td>10</td>
<td>28</td>
<td>80</td>
<td>27</td>
<td>40</td>
</tr>
<tr>
<td>11</td>
<td>74</td>
<td>42</td>
<td>1</td>
<td>26</td>
</tr>
<tr>
<td>12</td>
<td>81</td>
<td>12</td>
<td>28</td>
<td>53</td>
</tr>
<tr>
<td>13</td>
<td>63</td>
<td>63</td>
<td>60</td>
<td>61</td>
</tr>
<tr>
<td>14</td>
<td>10</td>
<td>54</td>
<td>39</td>
<td>0</td>
</tr>
</tbody>
</table>


A step-by-step Python code example that shows how to create Pandas dataframe with random numbers. Provided by Data Interview Questions, a mailing list for coding and data interview problems.

	A	B	C	D
0	91	96	36	89
1	17	18	40	97
2	38	12	22	63
3	38	13	17	96
4	48	68	65	59
5	45	28	65	79
6	49	73	36	20
7	0	69	11	87
8	90	19	49	7
9	93	35	97	55
10	28	80	27	40
11	74	42	1	26
12	81	12	28	53
13	63	63	60	61
14	10	54	39	0

	A	B	C	D
0	91	96	36	89
1	17	18	40	97
2	38	12	22	63
3	38	13	17	96
4	48	68	65	59
5	45	28	65	79
6	49	73	36	20
7	0	69	11	87
8	90	19	49	7
9	93	35	97	55
10	28	80	27	40
11	74	42	1	26
12	81	12	28	53
13	63	63	60	61
14	10	54	39	0

Create Pandas dataframe with random numbers

	A	B	C	D
0	91	96	36	89
1	17	18	40	97
2	38	12	22	63
3	38	13	17	96
4	48	68	65	59
5	45	28	65	79
6	49	73	36	20
7	0	69	11	87
8	90	19	49	7
9	93	35	97	55
10	28	80	27	40
11	74	42	1	26
12	81	12	28	53
13	63	63	60	61
14	10	54	39	0