From ce810220dfd3738c19a96d1d542395757567b7a6 Mon Sep 17 00:00:00 2001 From: "arief.tritomo" <arief.tritomo@ui.ac.id> Date: Mon, 2 Apr 2018 08:19:16 +0700 Subject: [PATCH] update with py file --- ...Jawaban_Lab3_AriefTritomo_1506689061.ipynb | 2053 +++-------------- .../Jawaban_Lab3_AriefTritomo_1506689061.pdf | Bin 0 -> 148819 bytes .../Tutorial_Lab3_AriefTritomo_1506689061.pdf | Bin 0 -> 296895 bytes Lab_dsa_3/Soal/codejawaban.py | 140 ++ .../lab2_arief-checkpoint.ipynb | 440 ++++ lab_dsa_2/lab2_arief.ipynb | 149 +- 6 files changed, 949 insertions(+), 1833 deletions(-) create mode 100644 Lab_dsa_3/Soal/Jawaban_Lab3_AriefTritomo_1506689061.pdf create mode 100644 Lab_dsa_3/Soal/Tutorial_Lab3_AriefTritomo_1506689061.pdf create mode 100644 Lab_dsa_3/Soal/codejawaban.py create mode 100644 lab_dsa_2/.ipynb_checkpoints/lab2_arief-checkpoint.ipynb diff --git a/Lab_dsa_3/Soal/Jawaban_Lab3_AriefTritomo_1506689061.ipynb b/Lab_dsa_3/Soal/Jawaban_Lab3_AriefTritomo_1506689061.ipynb index f2d55a4..5b14f94 100644 --- a/Lab_dsa_3/Soal/Jawaban_Lab3_AriefTritomo_1506689061.ipynb +++ b/Lab_dsa_3/Soal/Jawaban_Lab3_AriefTritomo_1506689061.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 40, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -17,7 +17,7 @@ }, { "cell_type": "code", - "execution_count": 38, + "execution_count": 3, "metadata": { "scrolled": true }, @@ -1792,7 +1792,7 @@ "[205 rows x 26 columns]" ] }, - "execution_count": 38, + "execution_count": 3, "metadata": {}, "output_type": "execute_result" } @@ -1805,7 +1805,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 4, "metadata": { "scrolled": true }, @@ -3580,7 +3580,7 @@ "[159 rows x 26 columns]" ] }, - "execution_count": 21, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" } @@ -3593,1782 +3593,44 @@ }, { "cell_type": "code", - "execution_count": 37, + "execution_count": 35, "metadata": { "scrolled": true }, 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<th>25</th>\n", - " <td>1</td>\n", - " <td>148.0</td>\n", - " <td>dodge</td>\n", - " <td>gas</td>\n", - " <td>std</td>\n", - " <td>four</td>\n", - " <td>sedan</td>\n", - " <td>fwd</td>\n", - " <td>front</td>\n", - " <td>93.7</td>\n", - " <td>...</td>\n", - " <td>90</td>\n", - " <td>2bbl</td>\n", - " <td>2.97</td>\n", - " <td>3.23</td>\n", - " <td>9.40</td>\n", - " <td>68.0</td>\n", - " <td>5500.0</td>\n", - " <td>31</td>\n", - " <td>38</td>\n", - " <td>6692.000000</td>\n", - " </tr>\n", - " <tr>\n", - " <th>26</th>\n", - " <td>1</td>\n", - " <td>148.0</td>\n", - " <td>dodge</td>\n", - " <td>gas</td>\n", - " <td>std</td>\n", - " <td>four</td>\n", - " <td>sedan</td>\n", - " <td>fwd</td>\n", - " <td>front</td>\n", - " <td>93.7</td>\n", - " <td>...</td>\n", - " <td>90</td>\n", - " <td>2bbl</td>\n", - " <td>2.97</td>\n", - " <td>3.23</td>\n", - " <td>9.40</td>\n", - " <td>68.0</td>\n", - " <td>5500.0</td>\n", - " <td>31</td>\n", - " <td>38</td>\n", - " <td>7609.000000</td>\n", - " </tr>\n", - " <tr>\n", - " <th>28</th>\n", - " <td>-1</td>\n", - " <td>110.0</td>\n", - " <td>dodge</td>\n", - " <td>gas</td>\n", - " <td>std</td>\n", - " <td>four</td>\n", - " <td>wagon</td>\n", - " <td>fwd</td>\n", - " <td>front</td>\n", - " <td>103.3</td>\n", - " <td>...</td>\n", - " <td>122</td>\n", - " <td>2bbl</td>\n", - " <td>3.34</td>\n", - " <td>3.46</td>\n", - " <td>8.50</td>\n", - " <td>88.0</td>\n", - " <td>5000.0</td>\n", - " <td>24</td>\n", - " <td>30</td>\n", - " <td>8921.000000</td>\n", - " </tr>\n", - " <tr>\n", - " <th>29</th>\n", - " <td>3</td>\n", - " <td>145.0</td>\n", - " <td>dodge</td>\n", - " <td>gas</td>\n", - " <td>turbo</td>\n", - " <td>two</td>\n", - " <td>hatchback</td>\n", - " <td>fwd</td>\n", - " <td>front</td>\n", - " <td>95.9</td>\n", - " <td>...</td>\n", - " <td>156</td>\n", - " <td>mfi</td>\n", - " <td>3.60</td>\n", - " <td>3.90</td>\n", - " <td>7.00</td>\n", - " <td>145.0</td>\n", - " <td>5000.0</td>\n", - " <td>19</td>\n", - " <td>24</td>\n", - " <td>12964.000000</td>\n", - " </tr>\n", - " <tr>\n", - " <th>30</th>\n", - " <td>2</td>\n", - " <td>137.0</td>\n", - " <td>honda</td>\n", - " <td>gas</td>\n", - " <td>std</td>\n", - " <td>two</td>\n", - " <td>hatchback</td>\n", - " <td>fwd</td>\n", - " <td>front</td>\n", - " <td>86.6</td>\n", - " <td>...</td>\n", - " <td>92</td>\n", - " <td>1bbl</td>\n", - " <td>2.91</td>\n", - " <td>3.41</td>\n", - " <td>9.60</td>\n", - " <td>58.0</td>\n", - " <td>4800.0</td>\n", - " <td>49</td>\n", - " <td>54</td>\n", - " <td>6479.000000</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", - " </tr>\n", - " <tr>\n", - " <th>175</th>\n", - " <td>-1</td>\n", - " <td>65.0</td>\n", - " <td>toyota</td>\n", - " <td>gas</td>\n", - " <td>std</td>\n", - " <td>four</td>\n", - " <td>hatchback</td>\n", - " <td>fwd</td>\n", - " <td>front</td>\n", - " <td>102.4</td>\n", - " <td>...</td>\n", - " <td>122</td>\n", - " <td>mpfi</td>\n", - " <td>3.31</td>\n", - " <td>3.54</td>\n", - " <td>8.70</td>\n", - " <td>92.0</td>\n", - " <td>4200.0</td>\n", - " <td>27</td>\n", - " <td>32</td>\n", - " <td>9988.000000</td>\n", - " </tr>\n", - " <tr>\n", - " <th>176</th>\n", - " <td>-1</td>\n", - " <td>65.0</td>\n", - " <td>toyota</td>\n", - " <td>gas</td>\n", - " <td>std</td>\n", - " <td>four</td>\n", - " <td>sedan</td>\n", - " <td>fwd</td>\n", - " <td>front</td>\n", - " <td>102.4</td>\n", - " <td>...</td>\n", - " <td>122</td>\n", - " <td>mpfi</td>\n", - " <td>3.31</td>\n", - " <td>3.54</td>\n", - " <td>8.70</td>\n", - " <td>92.0</td>\n", - " <td>4200.0</td>\n", - 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<td>161.0</td>\n", - " <td>5200.0</td>\n", - " <td>20</td>\n", - " <td>24</td>\n", - " <td>16558.000000</td>\n", - " </tr>\n", - " <tr>\n", - " <th>179</th>\n", - " <td>3</td>\n", - " <td>197.0</td>\n", - " <td>toyota</td>\n", - " <td>gas</td>\n", - " <td>std</td>\n", - " <td>two</td>\n", - " <td>hatchback</td>\n", - " <td>rwd</td>\n", - " <td>front</td>\n", - " <td>102.9</td>\n", - " <td>...</td>\n", - " <td>171</td>\n", - " <td>mpfi</td>\n", - " <td>3.27</td>\n", - " <td>3.35</td>\n", - " <td>9.30</td>\n", - " <td>161.0</td>\n", - " <td>5200.0</td>\n", - " <td>19</td>\n", - " <td>24</td>\n", - " <td>15998.000000</td>\n", - " </tr>\n", - " <tr>\n", - " <th>180</th>\n", - " <td>-1</td>\n", - " <td>90.0</td>\n", - " <td>toyota</td>\n", - " <td>gas</td>\n", - " <td>std</td>\n", - " <td>four</td>\n", - " <td>sedan</td>\n", - " <td>rwd</td>\n", - " <td>front</td>\n", - " <td>104.5</td>\n", - " <td>...</td>\n", - " <td>171</td>\n", - " <td>mpfi</td>\n", - " <td>3.27</td>\n", - " <td>3.35</td>\n", - " <td>9.20</td>\n", - " <td>156.0</td>\n", - " <td>5200.0</td>\n", - " <td>20</td>\n", - " <td>24</td>\n", - " <td>15690.000000</td>\n", - " </tr>\n", - " <tr>\n", - " <th>181</th>\n", - " <td>-1</td>\n", - " <td>122.0</td>\n", - " <td>toyota</td>\n", - " <td>gas</td>\n", - " <td>std</td>\n", - " <td>four</td>\n", - " <td>wagon</td>\n", - " <td>rwd</td>\n", - " <td>front</td>\n", - " <td>104.5</td>\n", - " <td>...</td>\n", - " <td>161</td>\n", - " <td>mpfi</td>\n", - " <td>3.27</td>\n", - " <td>3.35</td>\n", - " <td>9.20</td>\n", - " <td>156.0</td>\n", - " <td>5200.0</td>\n", - " <td>19</td>\n", - " <td>24</td>\n", - " <td>15750.000000</td>\n", - " </tr>\n", - " <tr>\n", - " <th>182</th>\n", - " <td>2</td>\n", - " <td>122.0</td>\n", - " <td>volkswagen</td>\n", - " <td>diesel</td>\n", - " <td>std</td>\n", - " <td>two</td>\n", - " <td>sedan</td>\n", - " <td>fwd</td>\n", - " <td>front</td>\n", - " <td>97.3</td>\n", - " <td>...</td>\n", - " <td>97</td>\n", - " <td>idi</td>\n", - " <td>3.01</td>\n", - " <td>3.40</td>\n", - " <td>23.00</td>\n", - " <td>52.0</td>\n", - " <td>4800.0</td>\n", - " <td>37</td>\n", - " <td>46</td>\n", - " <td>7775.000000</td>\n", - " </tr>\n", - " <tr>\n", - " <th>183</th>\n", - " <td>2</td>\n", - " <td>122.0</td>\n", - " <td>volkswagen</td>\n", - " <td>gas</td>\n", - " <td>std</td>\n", - " <td>two</td>\n", - " <td>sedan</td>\n", - " <td>fwd</td>\n", - " <td>front</td>\n", - " <td>97.3</td>\n", - " <td>...</td>\n", - " <td>109</td>\n", - " <td>mpfi</td>\n", - " <td>3.19</td>\n", - " <td>3.40</td>\n", - " <td>9.00</td>\n", - " <td>85.0</td>\n", - " <td>5250.0</td>\n", - " <td>27</td>\n", - " <td>34</td>\n", - " <td>7975.000000</td>\n", - " </tr>\n", - " <tr>\n", - " <th>184</th>\n", - " <td>2</td>\n", - " <td>94.0</td>\n", - " <td>volkswagen</td>\n", - " <td>diesel</td>\n", - " <td>std</td>\n", - " <td>four</td>\n", - " <td>sedan</td>\n", - " <td>fwd</td>\n", - " <td>front</td>\n", - " <td>97.3</td>\n", - " <td>...</td>\n", - " <td>97</td>\n", - " <td>idi</td>\n", - " <td>3.01</td>\n", - " <td>3.40</td>\n", - " <td>23.00</td>\n", - " <td>52.0</td>\n", - " <td>4800.0</td>\n", - " <td>37</td>\n", - " <td>46</td>\n", - " <td>7995.000000</td>\n", - " </tr>\n", - " <tr>\n", - " <th>185</th>\n", - " <td>2</td>\n", - " <td>94.0</td>\n", - " <td>volkswagen</td>\n", - " <td>gas</td>\n", - " <td>std</td>\n", - " <td>four</td>\n", - " <td>sedan</td>\n", - " <td>fwd</td>\n", - " <td>front</td>\n", - " <td>97.3</td>\n", - " <td>...</td>\n", - " <td>109</td>\n", - " <td>mpfi</td>\n", - " <td>3.19</td>\n", - " <td>3.40</td>\n", - " <td>9.00</td>\n", - " <td>85.0</td>\n", - " <td>5250.0</td>\n", - " <td>27</td>\n", - " <td>34</td>\n", - " <td>8195.000000</td>\n", - " </tr>\n", - " <tr>\n", - " <th>186</th>\n", - " <td>2</td>\n", - " <td>94.0</td>\n", - " <td>volkswagen</td>\n", - " <td>gas</td>\n", - " <td>std</td>\n", - " <td>four</td>\n", - " <td>sedan</td>\n", - " <td>fwd</td>\n", - " <td>front</td>\n", - " <td>97.3</td>\n", - " <td>...</td>\n", - " <td>109</td>\n", - " <td>mpfi</td>\n", - " <td>3.19</td>\n", - " <td>3.40</td>\n", - " <td>9.00</td>\n", - " <td>85.0</td>\n", - " <td>5250.0</td>\n", - " <td>27</td>\n", - " <td>34</td>\n", - " <td>8495.000000</td>\n", - " </tr>\n", - " <tr>\n", - " <th>187</th>\n", - " <td>2</td>\n", - " <td>94.0</td>\n", - " <td>volkswagen</td>\n", - " <td>diesel</td>\n", - " <td>turbo</td>\n", - " <td>four</td>\n", - " <td>sedan</td>\n", - " <td>fwd</td>\n", - " <td>front</td>\n", - " <td>97.3</td>\n", - " <td>...</td>\n", - " <td>97</td>\n", - " <td>idi</td>\n", - " <td>3.01</td>\n", - " <td>3.40</td>\n", - " <td>23.00</td>\n", - " <td>68.0</td>\n", - " <td>4500.0</td>\n", - " <td>37</td>\n", - " <td>42</td>\n", - " <td>9495.000000</td>\n", - " </tr>\n", - " <tr>\n", - " <th>188</th>\n", - " <td>2</td>\n", - " <td>94.0</td>\n", - " <td>volkswagen</td>\n", - " <td>gas</td>\n", - " <td>std</td>\n", - " <td>four</td>\n", - " <td>sedan</td>\n", - " <td>fwd</td>\n", - " <td>front</td>\n", - " <td>97.3</td>\n", - " <td>...</td>\n", - " <td>109</td>\n", - " <td>mpfi</td>\n", - " <td>3.19</td>\n", - " <td>3.40</td>\n", - " <td>10.00</td>\n", - " <td>100.0</td>\n", - " <td>5500.0</td>\n", - " <td>26</td>\n", - " <td>32</td>\n", - " <td>9995.000000</td>\n", - " </tr>\n", - " <tr>\n", - " <th>189</th>\n", - " <td>3</td>\n", - " <td>122.0</td>\n", - " <td>volkswagen</td>\n", - " <td>gas</td>\n", - " <td>std</td>\n", - " <td>two</td>\n", - " <td>convertible</td>\n", - " <td>fwd</td>\n", - " <td>front</td>\n", - " <td>94.5</td>\n", - " <td>...</td>\n", - " <td>109</td>\n", - " <td>mpfi</td>\n", - " <td>3.19</td>\n", - " <td>3.40</td>\n", - " <td>8.50</td>\n", - " <td>90.0</td>\n", - " <td>5500.0</td>\n", - " <td>24</td>\n", - " <td>29</td>\n", - " <td>11595.000000</td>\n", - " </tr>\n", - " <tr>\n", - " <th>190</th>\n", - " <td>3</td>\n", - " <td>256.0</td>\n", - " <td>volkswagen</td>\n", - " <td>gas</td>\n", - " <td>std</td>\n", - " <td>two</td>\n", - " <td>hatchback</td>\n", - " <td>fwd</td>\n", - " <td>front</td>\n", - " <td>94.5</td>\n", - " <td>...</td>\n", - " <td>109</td>\n", - " <td>mpfi</td>\n", - " <td>3.19</td>\n", - " <td>3.40</td>\n", - " <td>8.50</td>\n", - " <td>90.0</td>\n", - " <td>5500.0</td>\n", - " <td>24</td>\n", - " <td>29</td>\n", - " <td>9980.000000</td>\n", - " </tr>\n", - " <tr>\n", - " <th>191</th>\n", - " <td>0</td>\n", - " <td>122.0</td>\n", - " <td>volkswagen</td>\n", - " <td>gas</td>\n", - " <td>std</td>\n", - " <td>four</td>\n", - " <td>sedan</td>\n", - " <td>fwd</td>\n", - " <td>front</td>\n", - " <td>100.4</td>\n", - " <td>...</td>\n", - " <td>136</td>\n", - " <td>mpfi</td>\n", - " <td>3.19</td>\n", - " <td>3.40</td>\n", - " <td>8.50</td>\n", - " <td>110.0</td>\n", - " <td>5500.0</td>\n", - " <td>19</td>\n", - " <td>24</td>\n", - " <td>13295.000000</td>\n", - " </tr>\n", - " <tr>\n", - " <th>192</th>\n", - " <td>0</td>\n", - " <td>122.0</td>\n", - " <td>volkswagen</td>\n", - " <td>diesel</td>\n", - " <td>turbo</td>\n", - " <td>four</td>\n", - " <td>sedan</td>\n", - " <td>fwd</td>\n", - " <td>front</td>\n", - " <td>100.4</td>\n", - " <td>...</td>\n", - " <td>97</td>\n", - " <td>idi</td>\n", - " <td>3.01</td>\n", - " <td>3.40</td>\n", - " <td>23.00</td>\n", - " <td>68.0</td>\n", - " <td>4500.0</td>\n", - " <td>33</td>\n", - " <td>38</td>\n", - " <td>13845.000000</td>\n", - " </tr>\n", - " <tr>\n", - " <th>193</th>\n", - " <td>0</td>\n", - " <td>122.0</td>\n", - " <td>volkswagen</td>\n", - " <td>gas</td>\n", - " <td>std</td>\n", - " <td>four</td>\n", - " <td>wagon</td>\n", - " <td>fwd</td>\n", - " <td>front</td>\n", - " <td>100.4</td>\n", - " <td>...</td>\n", - " <td>109</td>\n", - " <td>mpfi</td>\n", - " <td>3.19</td>\n", - " <td>3.40</td>\n", - " <td>9.00</td>\n", - " <td>88.0</td>\n", - " <td>5500.0</td>\n", - " <td>25</td>\n", - " <td>31</td>\n", - " <td>12290.000000</td>\n", - " </tr>\n", - " <tr>\n", - " <th>194</th>\n", - " <td>-2</td>\n", - " <td>103.0</td>\n", - " <td>volvo</td>\n", - " <td>gas</td>\n", - " <td>std</td>\n", - " <td>four</td>\n", - " <td>sedan</td>\n", - " <td>rwd</td>\n", - " <td>front</td>\n", - " <td>104.3</td>\n", - " <td>...</td>\n", - " <td>141</td>\n", - " <td>mpfi</td>\n", - " <td>3.78</td>\n", - " <td>3.15</td>\n", - " <td>9.50</td>\n", - " <td>114.0</td>\n", - " <td>5400.0</td>\n", - " <td>23</td>\n", - " <td>28</td>\n", - " <td>12940.000000</td>\n", - " </tr>\n", - " <tr>\n", - " <th>195</th>\n", - " <td>-1</td>\n", - " <td>74.0</td>\n", - " <td>volvo</td>\n", - " <td>gas</td>\n", - " <td>std</td>\n", - " <td>four</td>\n", - " <td>wagon</td>\n", - " <td>rwd</td>\n", - " <td>front</td>\n", - " <td>104.3</td>\n", - " <td>...</td>\n", - " <td>141</td>\n", - " <td>mpfi</td>\n", - " <td>3.78</td>\n", - " <td>3.15</td>\n", - " <td>9.50</td>\n", - " <td>114.0</td>\n", - " <td>5400.0</td>\n", - " <td>23</td>\n", - " <td>28</td>\n", - " <td>13415.000000</td>\n", - " </tr>\n", - " <tr>\n", - " <th>196</th>\n", - " <td>-2</td>\n", - " <td>103.0</td>\n", - " <td>volvo</td>\n", - " <td>gas</td>\n", - " <td>std</td>\n", - " <td>four</td>\n", - " <td>sedan</td>\n", - " <td>rwd</td>\n", - " <td>front</td>\n", - " <td>104.3</td>\n", - " <td>...</td>\n", - " <td>141</td>\n", - " <td>mpfi</td>\n", - " <td>3.78</td>\n", - " <td>3.15</td>\n", - " <td>9.50</td>\n", - " <td>114.0</td>\n", - " <td>5400.0</td>\n", - " <td>24</td>\n", - " <td>28</td>\n", - " <td>15985.000000</td>\n", - " </tr>\n", - " <tr>\n", - " <th>197</th>\n", - " <td>-1</td>\n", - " <td>74.0</td>\n", - " <td>volvo</td>\n", - " <td>gas</td>\n", - " <td>std</td>\n", - " <td>four</td>\n", - " <td>wagon</td>\n", - " <td>rwd</td>\n", - " <td>front</td>\n", - " <td>104.3</td>\n", - " <td>...</td>\n", - " <td>141</td>\n", - " <td>mpfi</td>\n", - " <td>3.78</td>\n", - " <td>3.15</td>\n", - " <td>9.50</td>\n", - " <td>114.0</td>\n", - " <td>5400.0</td>\n", - " <td>24</td>\n", - " <td>28</td>\n", - " <td>16515.000000</td>\n", - " </tr>\n", - " <tr>\n", - " <th>198</th>\n", - " <td>-2</td>\n", - " <td>103.0</td>\n", - " <td>volvo</td>\n", - " <td>gas</td>\n", - " <td>turbo</td>\n", - " <td>four</td>\n", - " <td>sedan</td>\n", - " <td>rwd</td>\n", - " <td>front</td>\n", - " <td>104.3</td>\n", - " <td>...</td>\n", - " <td>130</td>\n", - " <td>mpfi</td>\n", - " <td>3.62</td>\n", - " <td>3.15</td>\n", - " <td>7.50</td>\n", - " <td>162.0</td>\n", - " <td>5100.0</td>\n", - " <td>17</td>\n", - " <td>22</td>\n", - " <td>18420.000000</td>\n", - " </tr>\n", - " <tr>\n", - " <th>199</th>\n", - " <td>-1</td>\n", - " <td>74.0</td>\n", - " <td>volvo</td>\n", - " <td>gas</td>\n", - " <td>turbo</td>\n", - " <td>four</td>\n", - " <td>wagon</td>\n", - " <td>rwd</td>\n", - " <td>front</td>\n", - " <td>104.3</td>\n", - " <td>...</td>\n", - " <td>130</td>\n", - " <td>mpfi</td>\n", - " <td>3.62</td>\n", - " <td>3.15</td>\n", - " <td>7.50</td>\n", - " <td>162.0</td>\n", - " <td>5100.0</td>\n", - " <td>17</td>\n", - " <td>22</td>\n", - " <td>18950.000000</td>\n", - " </tr>\n", - " <tr>\n", - " <th>200</th>\n", - " <td>-1</td>\n", - " <td>95.0</td>\n", - " <td>volvo</td>\n", - " <td>gas</td>\n", - " <td>std</td>\n", - " <td>four</td>\n", - " <td>sedan</td>\n", - " <td>rwd</td>\n", - " <td>front</td>\n", - " <td>109.1</td>\n", - " <td>...</td>\n", - " <td>141</td>\n", - " <td>mpfi</td>\n", - " <td>3.78</td>\n", - " <td>3.15</td>\n", - " <td>9.50</td>\n", - " <td>114.0</td>\n", - " <td>5400.0</td>\n", - " <td>23</td>\n", - " <td>28</td>\n", - " <td>16845.000000</td>\n", - " </tr>\n", - " <tr>\n", - " <th>201</th>\n", - " <td>-1</td>\n", - " <td>95.0</td>\n", - " <td>volvo</td>\n", - " <td>gas</td>\n", - " <td>turbo</td>\n", - " <td>four</td>\n", - " <td>sedan</td>\n", - " <td>rwd</td>\n", - " <td>front</td>\n", - " <td>109.1</td>\n", - " <td>...</td>\n", - " <td>141</td>\n", - " <td>mpfi</td>\n", - " <td>3.78</td>\n", - " <td>3.15</td>\n", - " <td>8.70</td>\n", - " <td>160.0</td>\n", - " <td>5300.0</td>\n", - " <td>19</td>\n", - " <td>25</td>\n", - " <td>19045.000000</td>\n", - " </tr>\n", - " <tr>\n", - " <th>202</th>\n", - " <td>-1</td>\n", - " <td>95.0</td>\n", - " <td>volvo</td>\n", - " <td>gas</td>\n", - " <td>std</td>\n", - " <td>four</td>\n", - " <td>sedan</td>\n", - " <td>rwd</td>\n", - " <td>front</td>\n", - " <td>109.1</td>\n", - " <td>...</td>\n", - " <td>173</td>\n", - " <td>mpfi</td>\n", - " <td>3.58</td>\n", - " <td>2.87</td>\n", - " <td>8.80</td>\n", - " <td>134.0</td>\n", - " <td>5500.0</td>\n", - " <td>18</td>\n", - " <td>23</td>\n", - " <td>21485.000000</td>\n", - " </tr>\n", - " <tr>\n", - " <th>203</th>\n", - " <td>-1</td>\n", - " <td>95.0</td>\n", - " <td>volvo</td>\n", - " <td>diesel</td>\n", - " <td>turbo</td>\n", - " <td>four</td>\n", - " <td>sedan</td>\n", - " <td>rwd</td>\n", - " <td>front</td>\n", - " <td>109.1</td>\n", - " <td>...</td>\n", - " <td>145</td>\n", - " <td>idi</td>\n", - " <td>3.01</td>\n", - " <td>3.40</td>\n", - " <td>23.00</td>\n", - " <td>106.0</td>\n", - " <td>4800.0</td>\n", - " <td>26</td>\n", - " <td>27</td>\n", - " <td>22470.000000</td>\n", - " </tr>\n", - " <tr>\n", - " <th>204</th>\n", - " <td>-1</td>\n", - " <td>95.0</td>\n", - " <td>volvo</td>\n", - " <td>gas</td>\n", - " <td>turbo</td>\n", - " <td>four</td>\n", - " <td>sedan</td>\n", - " <td>rwd</td>\n", - " <td>front</td>\n", - " <td>109999.1</td>\n", - " <td>...</td>\n", - " <td>141</td>\n", - " <td>mpfi</td>\n", - " <td>3.78</td>\n", - " <td>3.15</td>\n", - " <td>9.50</td>\n", - " <td>114.0</td>\n", - " <td>5400.0</td>\n", - " <td>19</td>\n", - " <td>25</td>\n", - " <td>22625.000000</td>\n", - " </tr>\n", - " </tbody>\n", - "</table>\n", - "<p>203 rows × 26 columns</p>\n", - "</div>" - ], "text/plain": [ - " symboling normalized-losses make fuel-type aspiration \\\n", - "0 3 122.0 alfa-romero gas std \n", - "1 3 122.0 alfa-romero gas std \n", - "2 1 122.0 alfa-romero gas std \n", - "3 2 164.0 audi gas std \n", - "4 2 164.0 audi gas std \n", - "5 2 122.0 audi gas std \n", - "6 1 158.0 audi gas std \n", - "7 1 122.0 audi gas std \n", - "8 1 158.0 audi gas turbo \n", - "9 0 122.0 audi gas turbo \n", - "10 2 192.0 bmw gas std \n", - "11 0 192.0 bmw gas std \n", - "12 0 188.0 bmw gas std \n", - "13 0 188.0 bmw gas std \n", - "14 1 122.0 bmw gas std \n", - "15 0 122.0 bmw gas std \n", - "16 0 122.0 bmw gas std \n", - "17 0 122.0 bmw gas std \n", - "18 2 121.0 chevrolet gas std \n", - "19 1 98.0 chevrolet gas std \n", - "20 0 81.0 chevrolet gas std \n", - "21 1 118.0 dodge gas std \n", - "22 1 118.0 dodge gas std \n", - "23 1 118.0 dodge gas turbo \n", - "24 1 148.0 dodge gas std \n", - "25 1 148.0 dodge gas std \n", - "26 1 148.0 dodge gas std \n", - "28 -1 110.0 dodge gas std \n", - "29 3 145.0 dodge gas turbo \n", - "30 2 137.0 honda gas std \n", - ".. ... ... ... ... ... \n", - "175 -1 65.0 toyota gas std \n", - "176 -1 65.0 toyota gas std \n", - "177 -1 65.0 toyota gas std \n", - "178 3 197.0 toyota gas std \n", - "179 3 197.0 toyota gas std \n", - "180 -1 90.0 toyota gas std \n", - "181 -1 122.0 toyota gas std \n", - "182 2 122.0 volkswagen diesel std \n", - "183 2 122.0 volkswagen gas std \n", - "184 2 94.0 volkswagen diesel std \n", - "185 2 94.0 volkswagen gas std \n", - "186 2 94.0 volkswagen gas std \n", - "187 2 94.0 volkswagen diesel turbo \n", - "188 2 94.0 volkswagen gas std \n", - "189 3 122.0 volkswagen gas std \n", - "190 3 256.0 volkswagen gas std \n", - "191 0 122.0 volkswagen gas std \n", - "192 0 122.0 volkswagen diesel turbo \n", - "193 0 122.0 volkswagen gas std \n", - "194 -2 103.0 volvo gas std \n", - "195 -1 74.0 volvo gas std \n", - "196 -2 103.0 volvo gas std \n", - "197 -1 74.0 volvo gas std \n", - "198 -2 103.0 volvo gas turbo \n", - "199 -1 74.0 volvo gas turbo \n", - "200 -1 95.0 volvo gas std \n", - "201 -1 95.0 volvo gas turbo \n", - "202 -1 95.0 volvo gas std \n", - "203 -1 95.0 volvo diesel turbo \n", - "204 -1 95.0 volvo gas turbo \n", - "\n", - " num-of-doors body-style drive-wheels engine-location wheel-base \\\n", - "0 two convertible rwd front 88.6 \n", - "1 two convertible rwd front 88.6 \n", - "2 two hatchback rwd front 94.5 \n", - "3 four sedan fwd front 99.8 \n", - "4 four sedan 4wd front 99.4 \n", - "5 two sedan fwd front 99.8 \n", - "6 four sedan fwd front 105.8 \n", - "7 four wagon fwd front 105.8 \n", - "8 four sedan fwd front 105.8 \n", - "9 two hatchback 4wd front 99.5 \n", - "10 two sedan rwd front 101.2 \n", - "11 four sedan rwd front 101.2 \n", - "12 two sedan rwd front 101.2 \n", - "13 four sedan rwd front 101.2 \n", - "14 four sedan rwd front 103.5 \n", - "15 four sedan rwd front 103.5 \n", - "16 two sedan rwd front 103.5 \n", - "17 four sedan rwd front 110.0 \n", - "18 two hatchback fwd front 88.4 \n", - "19 two hatchback fwd front 94.5 \n", - "20 four sedan fwd front 94.5 \n", - "21 two hatchback fwd front 93.7 \n", - "22 two hatchback fwd front 93.7 \n", - "23 two hatchback fwd front 93.7 \n", - "24 four hatchback fwd front 93.7 \n", - "25 four sedan fwd front 93.7 \n", - "26 four sedan fwd front 93.7 \n", - "28 four wagon fwd front 103.3 \n", - "29 two hatchback fwd front 95.9 \n", - "30 two hatchback fwd front 86.6 \n", - ".. ... ... ... ... ... \n", - "175 four hatchback fwd front 102.4 \n", - "176 four sedan fwd front 102.4 \n", - "177 four hatchback fwd front 102.4 \n", - "178 two hatchback rwd front 102.9 \n", - "179 two hatchback rwd front 102.9 \n", - "180 four sedan rwd front 104.5 \n", - "181 four wagon rwd front 104.5 \n", - "182 two sedan fwd front 97.3 \n", - "183 two sedan fwd front 97.3 \n", - "184 four sedan fwd front 97.3 \n", - "185 four sedan fwd front 97.3 \n", - "186 four sedan fwd front 97.3 \n", - "187 four sedan fwd front 97.3 \n", - "188 four sedan fwd front 97.3 \n", - "189 two convertible fwd front 94.5 \n", - "190 two hatchback fwd front 94.5 \n", - "191 four sedan fwd front 100.4 \n", - "192 four sedan fwd front 100.4 \n", - "193 four wagon fwd front 100.4 \n", - "194 four sedan rwd front 104.3 \n", - "195 four wagon rwd front 104.3 \n", - "196 four sedan rwd front 104.3 \n", - "197 four wagon rwd front 104.3 \n", - "198 four sedan rwd front 104.3 \n", - "199 four wagon rwd front 104.3 \n", - "200 four sedan rwd front 109.1 \n", - "201 four sedan rwd front 109.1 \n", - "202 four sedan rwd front 109.1 \n", - "203 four sedan rwd front 109.1 \n", - "204 four sedan rwd front 109999.1 \n", - "\n", - " ... engine-size fuel-system bore stroke compression-ratio \\\n", - "0 ... 130 mpfi 3.47 2.68 9.00 \n", - "1 ... 130 mpfi 3.47 2.68 9.00 \n", - "2 ... 152 mpfi 2.68 3.47 9.00 \n", - "3 ... 109 mpfi 3.19 3.40 10.00 \n", - "4 ... 136 mpfi 3.19 3.40 8.00 \n", - "5 ... 136 mpfi 3.19 3.40 8.50 \n", - "6 ... 136 mpfi 3.19 3.40 8.50 \n", - "7 ... 136 mpfi 3.19 3.40 8.50 \n", - "8 ... 131 mpfi 3.13 3.40 8.30 \n", - "9 ... 131 mpfi 3.13 3.40 7.00 \n", - "10 ... 108 mpfi 3.50 2.80 8.80 \n", - "11 ... 108 mpfi 3.50 2.80 8.80 \n", - "12 ... 164 mpfi 3.31 3.19 9.00 \n", - "13 ... 164 mpfi 3.31 3.19 9.00 \n", - "14 ... 164 mpfi 3.31 3.19 9.00 \n", - "15 ... 209 mpfi 3.62 3.39 8.00 \n", - "16 ... 209 mpfi 3.62 3.39 8.00 \n", - "17 ... 209 mpfi 3.62 3.39 8.00 \n", - "18 ... 61 2bbl 2.91 3.03 9.50 \n", - "19 ... 90 2bbl 3.03 3.11 9.60 \n", - "20 ... 90 2bbl 3.03 3.11 9.60 \n", - "21 ... 90 2bbl 2.97 3.23 9.41 \n", - "22 ... 90 2bbl 2.97 3.23 9.40 \n", - "23 ... 98 mpfi 3.03 3.39 7.60 \n", - "24 ... 90 2bbl 2.97 3.23 9.40 \n", - "25 ... 90 2bbl 2.97 3.23 9.40 \n", - "26 ... 90 2bbl 2.97 3.23 9.40 \n", - "28 ... 122 2bbl 3.34 3.46 8.50 \n", - "29 ... 156 mfi 3.60 3.90 7.00 \n", - "30 ... 92 1bbl 2.91 3.41 9.60 \n", - ".. ... ... ... ... ... ... \n", - "175 ... 122 mpfi 3.31 3.54 8.70 \n", - "176 ... 122 mpfi 3.31 3.54 8.70 \n", - "177 ... 122 mpfi 3.31 3.54 8.70 \n", - "178 ... 171 mpfi 3.27 3.35 9.30 \n", - "179 ... 171 mpfi 3.27 3.35 9.30 \n", - "180 ... 171 mpfi 3.27 3.35 9.20 \n", - "181 ... 161 mpfi 3.27 3.35 9.20 \n", - "182 ... 97 idi 3.01 3.40 23.00 \n", - "183 ... 109 mpfi 3.19 3.40 9.00 \n", - "184 ... 97 idi 3.01 3.40 23.00 \n", - "185 ... 109 mpfi 3.19 3.40 9.00 \n", - "186 ... 109 mpfi 3.19 3.40 9.00 \n", - "187 ... 97 idi 3.01 3.40 23.00 \n", - "188 ... 109 mpfi 3.19 3.40 10.00 \n", - "189 ... 109 mpfi 3.19 3.40 8.50 \n", - "190 ... 109 mpfi 3.19 3.40 8.50 \n", - "191 ... 136 mpfi 3.19 3.40 8.50 \n", - "192 ... 97 idi 3.01 3.40 23.00 \n", - "193 ... 109 mpfi 3.19 3.40 9.00 \n", - "194 ... 141 mpfi 3.78 3.15 9.50 \n", - "195 ... 141 mpfi 3.78 3.15 9.50 \n", - "196 ... 141 mpfi 3.78 3.15 9.50 \n", - "197 ... 141 mpfi 3.78 3.15 9.50 \n", - "198 ... 130 mpfi 3.62 3.15 7.50 \n", - "199 ... 130 mpfi 3.62 3.15 7.50 \n", - "200 ... 141 mpfi 3.78 3.15 9.50 \n", - "201 ... 141 mpfi 3.78 3.15 8.70 \n", - "202 ... 173 mpfi 3.58 2.87 8.80 \n", - "203 ... 145 idi 3.01 3.40 23.00 \n", - "204 ... 141 mpfi 3.78 3.15 9.50 \n", - "\n", - " horsepower peak-rpm city-mpg highway-mpg price \n", - "0 111.0 5000.0 21 27 13495.000000 \n", - "1 111.0 5000.0 21 27 16500.000000 \n", - "2 154.0 5000.0 19 26 16500.000000 \n", - "3 102.0 5500.0 24 30 13950.000000 \n", - "4 115.0 5500.0 18 22 17450.000000 \n", - "5 110.0 5500.0 19 25 15250.000000 \n", - "6 110.0 5500.0 19 25 17710.000000 \n", - "7 110.0 5500.0 19 25 18920.000000 \n", - "8 140.0 5500.0 17 20 23875.000000 \n", - "9 160.0 5500.0 16 22 13207.129353 \n", - "10 101.0 5800.0 23 29 16430.000000 \n", - "11 101.0 5800.0 23 29 16925.000000 \n", - "12 121.0 4250.0 21 28 20970.000000 \n", - "13 121.0 4250.0 21 28 21105.000000 \n", - "14 121.0 4250.0 20 25 24565.000000 \n", - "15 182.0 5400.0 16 22 30760.000000 \n", - "16 182.0 5400.0 16 22 41315.000000 \n", - "17 182.0 5400.0 15 20 36880.000000 \n", - "18 48.0 5100.0 47 53 5151.000000 \n", - "19 70.0 5400.0 38 43 6295.000000 \n", - "20 70.0 5400.0 38 43 6575.000000 \n", - "21 68.0 5500.0 37 41 5572.000000 \n", - "22 68.0 5500.0 31 38 6377.000000 \n", - "23 102.0 5500.0 24 30 7957.000000 \n", - "24 68.0 5500.0 31 38 6229.000000 \n", - "25 68.0 5500.0 31 38 6692.000000 \n", - "26 68.0 5500.0 31 38 7609.000000 \n", - "28 88.0 5000.0 24 30 8921.000000 \n", - "29 145.0 5000.0 19 24 12964.000000 \n", - "30 58.0 4800.0 49 54 6479.000000 \n", - ".. ... ... ... ... ... \n", - "175 92.0 4200.0 27 32 9988.000000 \n", - "176 92.0 4200.0 27 32 10898.000000 \n", - "177 92.0 4200.0 27 32 11248.000000 \n", - "178 161.0 5200.0 20 24 16558.000000 \n", - "179 161.0 5200.0 19 24 15998.000000 \n", - "180 156.0 5200.0 20 24 15690.000000 \n", - "181 156.0 5200.0 19 24 15750.000000 \n", - "182 52.0 4800.0 37 46 7775.000000 \n", - "183 85.0 5250.0 27 34 7975.000000 \n", - "184 52.0 4800.0 37 46 7995.000000 \n", - "185 85.0 5250.0 27 34 8195.000000 \n", - "186 85.0 5250.0 27 34 8495.000000 \n", - "187 68.0 4500.0 37 42 9495.000000 \n", - "188 100.0 5500.0 26 32 9995.000000 \n", - "189 90.0 5500.0 24 29 11595.000000 \n", - "190 90.0 5500.0 24 29 9980.000000 \n", - "191 110.0 5500.0 19 24 13295.000000 \n", - "192 68.0 4500.0 33 38 13845.000000 \n", - "193 88.0 5500.0 25 31 12290.000000 \n", - "194 114.0 5400.0 23 28 12940.000000 \n", - "195 114.0 5400.0 23 28 13415.000000 \n", - "196 114.0 5400.0 24 28 15985.000000 \n", - "197 114.0 5400.0 24 28 16515.000000 \n", - "198 162.0 5100.0 17 22 18420.000000 \n", - "199 162.0 5100.0 17 22 18950.000000 \n", - "200 114.0 5400.0 23 28 16845.000000 \n", - "201 160.0 5300.0 19 25 19045.000000 \n", - "202 134.0 5500.0 18 23 21485.000000 \n", - "203 106.0 4800.0 26 27 22470.000000 \n", - "204 114.0 5400.0 19 25 22625.000000 \n", - "\n", - "[203 rows x 26 columns]" + "symboling 205\n", + "normalized-losses 205\n", + "make 205\n", + "fuel-type 205\n", + "aspiration 205\n", + "num-of-doors 205\n", + "body-style 205\n", + "drive-wheels 205\n", + "engine-location 205\n", + "wheel-base 205\n", + "length 205\n", + "width 205\n", + "height 205\n", + "curb-weight 205\n", + "engine-type 205\n", + "num-of-cylinders 205\n", + "engine-size 205\n", + "fuel-system 205\n", + "bore 205\n", + "stroke 205\n", + "compression-ratio 205\n", + "horsepower 205\n", + "peak-rpm 205\n", + "city-mpg 205\n", + "highway-mpg 205\n", + "price 205\n", + "dtype: int64" ] }, - "execution_count": 37, + "execution_count": 35, "metadata": {}, "output_type": "execute_result" } @@ -5377,13 +3639,15 @@ "#2 fill with mean then drop NaN\n", "auto_mean = pd.read_csv('automobile.csv', na_values=[\"?\"])\n", "auto_mean = auto_mean.fillna(auto_mean.mean())\n", - "auto_mean = auto_mean.dropna()\n", - "auto_mean" + "mode_num_door = auto_mean['num-of-doors'].mode()\n", + "auto_mean = auto_mean.fillna(value={'num-of-doors': mode_num_door[0]})\n", + "#auto_mean = auto_mean.dropna()\n", + "auto_mean.count()" ] }, { "cell_type": "code", - "execution_count": 33, + "execution_count": 6, "metadata": { "scrolled": true }, @@ -5420,7 +3684,7 @@ "dtype: int64" ] }, - "execution_count": 33, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" } @@ -5434,7 +3698,7 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 7, "metadata": { "scrolled": true }, @@ -7209,7 +5473,7 @@ "[205 rows x 26 columns]" ] }, - "execution_count": 30, + "execution_count": 7, "metadata": {}, "output_type": "execute_result" } @@ -7222,14 +5486,14 @@ }, { "cell_type": "code", - "execution_count": 46, + "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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as plt +import random +import math +import seaborn as sns + + +# In[3]: + + +#1 +auto = pd.read_csv('automobile.csv', na_values=["?"]) +auto.isnull().sum() + + +# In[4]: + + +#2 delete row +auto = auto.dropna() +auto + + +# In[5]: + + +#2 fill with mean then drop NaN +auto_mean = pd.read_csv('automobile.csv', na_values=["?"]) +auto_mean = auto_mean.fillna(auto_mean.mean()) +auto_mean = auto_mean.dropna() +auto_mean + + +# In[6]: + + +#2 fill with median +auto_median = pd.read_csv('automobile.csv', na_values=["?"]) +auto_median = auto_median.fillna(auto_median.median()) +auto_median.isnull().sum() + + +# In[7]: + + +#2 fill with mode +auto_mode = pd.read_csv('automobile.csv', na_values=["?"]) +auto_mode.fillna(auto_mode.mode()) + + +# In[8]: + + +#3 +sns.boxplot(y='price', data=auto_mean) +plt.show() + + +# In[9]: + + +#4 Handle Outlier +price_kolom = auto_mean['price'] +mean = price_kolom.mean() +std = price_kolom.std() + +batas_bawah = mean - 2 * std +batas_atas = mean + 2 * std + +final_price_without_outlier = [x for x in price_kolom if(x > batas_bawah)] +final_price_without_outlier = [x for x in final_price_without_outlier if(x < batas_atas)] +final_price_without_outlier + + +# In[23]: + + +#5 pearson +auto_mean.corr(method='pearson').style.format("{:.2}").background_gradient(cmap=plt.get_cmap('coolwarm'), axis=1) + + +# In[24]: + + +#5 spearman +auto_mean.corr(method="spearman").style.format("{:.2}").background_gradient(cmap=plt.get_cmap('coolwarm'), axis=1) + + +# In[80]: + + +#5 linear Regression +from sklearn.linear_model import LinearRegression +feature_cols = ['wheel-base','length','width','curb-weight','engine-size','horsepower','normalized-losses','height','stroke','bore'] +x = auto_mean[feature_cols] +y = auto_mean['price'] +linreg = LinearRegression() +linreg.fit(x,y) +print(feature_cols,linreg.intercept_) +print(feature_cols,linreg.coef_) + + +# In[56]: + + +from sklearn import metrics +y_pred = linreg.predict(x) +np.sqrt(metrics.mean_squared_error(y, y_pred)) + + +# In[33]: + + +# Logistic Regression +from sklearn.linear_model import LogisticRegression +from sklearn.cross_validation import train_test_split +logreg = LogisticRegression() +average_price = np.mean(auto_mean['price']) +temp = auto_mean['price'] >= average_price +feature_cols = ['wheel-base','length','width','curb-weight','engine-size','horsepower','normalized-losses','height','stroke','bore'] +x = auto_mean[feature_cols] +y = temp +X_train, X_test, y_train, y_test = train_test_split(x, y) +logreg.fit(X_train, y_train) +logreg.score(X_test, y_test) + + +# In[57]: + + +y_pred + diff --git a/lab_dsa_2/.ipynb_checkpoints/lab2_arief-checkpoint.ipynb b/lab_dsa_2/.ipynb_checkpoints/lab2_arief-checkpoint.ipynb new file mode 100644 index 0000000..a0b40a6 --- /dev/null +++ b/lab_dsa_2/.ipynb_checkpoints/lab2_arief-checkpoint.ipynb @@ -0,0 +1,440 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "%matplotlib inline\n", + "import numpy as np\n", + "import pandas as pd\n", + "import scipy.stats as stats\n", + "import matplotlib.pyplot as plt\n", + "import random\n", + "import math" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/plain": [ + "43.002372" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.random.seed(10)\n", + "population_ages1 = stats.poisson.rvs(loc=18, mu=35, size=150000)\n", + "population_ages2 = stats.poisson.rvs(loc=18, mu=10, size=100000)\n", + "population_ages = np.concatenate((population_ages1, population_ages2))\n", + "\n", + "population_ages.mean()" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "42.388\n" + ] + }, + { + "data": { + "text/plain": [ + "0.614372000000003" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.random.seed(6)\n", + "sample_ages = np.random.choice(a= population_ages, size=500)\n", + "print(sample_ages.mean())\n", + "population_ages.mean() - sample_ages.mean()" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[7, 1, 14, 3, 12]" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#optional_blue\n", + "c = list(range(0, 15))\n", + "random.sample(c, 5)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "scrolled": true + }, + "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>City</th>\n", + " <th>Colors Reported</th>\n", + " <th>Shape Reported</th>\n", + " <th>State</th>\n", + " <th>Time</th>\n", + " </tr>\n", + " </thead>\n", + " <tbody>\n", + " <tr>\n", + " <th>833</th>\n", + " <td>Oklahoma City</td>\n", + " <td>NaN</td>\n", + " <td>LIGHT</td>\n", + " <td>OK</td>\n", + " <td>7/15/1963 22:00</td>\n", + " </tr>\n", + " <tr>\n", + " <th>15130</th>\n", + " <td>Lowell</td>\n", + " <td>NaN</td>\n", + " <td>RECTANGLE</td>\n", + " <td>IN</td>\n", + " <td>11/16/1999 18:00</td>\n", + " </tr>\n", + " <tr>\n", + " <th>8081</th>\n", + " <td>Lebanon</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>OR</td>\n", + " <td>5/6/1995 23:30</td>\n", + " </tr>\n", + " </tbody>\n", + "</table>\n", + "</div>" + ], + "text/plain": [ + " City Colors Reported Shape Reported State Time\n", + "833 Oklahoma City NaN LIGHT OK 7/15/1963 22:00\n", + "15130 Lowell NaN RECTANGLE IN 11/16/1999 18:00\n", + "8081 Lebanon NaN NaN OR 5/6/1995 23:30" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "link = 'http://bit.ly/uforeports'\n", + "ufo = pd.read_csv(link)\n", + "ufo.sample(n=3)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "79.65384615384616\n" + ] + } + ], + "source": [ + "#optional_blue\n", + "nilai_DSA = [60,65,67,70,90,94,75,78,98,92,80,81.5,85]\n", + "print(np.mean(nilai_DSA))" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "84.67857142857143\n" + ] + } + ], + "source": [ + "#optional_blue\n", + "nilai_DSA = [60,65,67,70,90,94,75,78,98,92,80,81.5,85,150]\n", + "print(np.mean(nilai_DSA))" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "80.0\n", + "80.75\n" + ] + } + ], + "source": [ + "#optional_blue\n", + "nilai_DSA = [60,65,67,70,90,94,75,78,98,92,80,81.5,85]\n", + "print(np.median(nilai_DSA))\n", + "nilai_DSA = [60,65,67,70,90,94,75,78,98,92,80,81.5,85,150]\n", + "print(np.median(nilai_DSA))" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "789.0833333333334\n", + "769.5\n", + "425.1862255399261\n" + ] + } + ], + "source": [ + "#optional_blue\n", + "friends = [109,1017,1127,418,625,957,89,950,946,797,981,125,455,731,1640,485,1309,472,1132,1773,906,531,742,621]\n", + "print(np.mean(friends))\n", + "print(np.median(friends))\n", + "print(np.std(friends))" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<matplotlib.figure.Figure at 0x248b1a691d0>" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "Text(0.5,0,'None')" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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LUh9nFPgnfLaqflxVp4BfHN/26vGve4B/A65kc17ITJvQWl8eWbqQ/AWjSP/9edZMXmtk8mqlmfjvn1bVR6Y8m7TmfIWvNqrqB4wurXvzxM1fZeGCfa8F/nWZpzkG/G6SZwEk2Z7kOdOeVVoLBl/dfID/f/30twBvSHIv8NvAH5zvwVX1T4xOAX0tyX8w+mc5L1mjWaWp8mqZktSEr/AlqQmDL0lNGHxJasLgS1ITBl+SmjD4ktSEwZekJv4PFsyxeorkq3kAAAAASUVORK5CYII=\n", + "text/plain": [ + "<matplotlib.figure.Figure at 0x248b1dd0cc0>" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "#optional_blue\n", + "y_pos = range(len(friends))\n", + "plt.bar(y_pos, friends)\n", + "plt.plot((0,25), (789,789), 'b-')\n", + "plt.plot((0,25), (789+425,789+425), 'g-')\n", + "plt.plot((0,25), (789-425,789-425), 'r-')\n", + "plt.xlabel(plt.show())" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "<matplotlib.figure.Figure at 0x248b1e7fa58>" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "z_scores = []\n", + "m = np.mean(friends)\n", + "s = np.std(friends)\n", + "for friend in friends:\n", + " z = (friend - m)/s\n", + " z_scores.append(z)\n", + "plt.bar(y_pos, z_scores)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "<matplotlib.figure.Figure at 0x248b1efd048>" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.bar(y_pos, z_scores)\n", + "plt.plot((0,25), (1,1), 'g-')\n", + "plt.plot((0,25), (0,0), 'b-')\n", + "plt.plot((0,25), (-1,-1), 'r-')\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "[109,\n", + " 1017,\n", + " 1127,\n", + " 418,\n", + " 625,\n", + " 957,\n", + " 89,\n", + " 950,\n", + " 946,\n", + " 797,\n", + " 981,\n", + " 125,\n", + " 455,\n", + " 731,\n", + " 1640,\n", + " 485,\n", + " 1309,\n", + " 472,\n", + " 1132,\n", + " 1773,\n", + " 906,\n", + " 531,\n", + " 742,\n", + " 621]" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "friends = [109, 1017, 1127, 418, 625, 957,89,950,946,797,981,\n", + " 125, 455, 731, 1640, 485, 1309, 472, 1132, 1773, 906, 531, 742, 621]\n", + "friends" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "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": "3.6.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/lab_dsa_2/lab2_arief.ipynb b/lab_dsa_2/lab2_arief.ipynb index ed467f4..a0b40a6 100644 --- a/lab_dsa_2/lab2_arief.ipynb +++ b/lab_dsa_2/lab2_arief.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 3, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -17,7 +17,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 3, "metadata": { "scrolled": true }, @@ -28,7 +28,7 @@ "43.002372" ] }, - "execution_count": 5, + "execution_count": 3, "metadata": {}, "output_type": "execute_result" } @@ -44,7 +44,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 4, "metadata": {}, "outputs": [ { @@ -60,7 +60,7 @@ "0.614372000000003" ] }, - "execution_count": 6, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" } @@ -74,16 +74,16 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "[4, 3, 0, 5, 7]" + "[7, 1, 14, 3, 12]" ] }, - "execution_count": 7, + "execution_count": 5, "metadata": {}, "output_type": "execute_result" } @@ -96,42 +96,78 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 6, "metadata": { "scrolled": true }, "outputs": [ { - "ename": "URLError", - "evalue": "<urlopen error [WinError 10060] A connection attempt failed because the connected party did not properly respond after a period of time, or established connection failed because connected host has failed to respond>", - "output_type": "error", - "traceback": [ - "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[1;31mTimeoutError\u001b[0m Traceback (most recent call last)", - "\u001b[1;32mC:\\ProgramData\\Anaconda3\\lib\\urllib\\request.py\u001b[0m in \u001b[0;36mdo_open\u001b[1;34m(self, http_class, req, **http_conn_args)\u001b[0m\n\u001b[0;32m 1317\u001b[0m h.request(req.get_method(), req.selector, req.data, headers,\n\u001b[1;32m-> 1318\u001b[1;33m encode_chunked=req.has_header('Transfer-encoding'))\n\u001b[0m\u001b[0;32m 1319\u001b[0m \u001b[1;32mexcept\u001b[0m \u001b[0mOSError\u001b[0m \u001b[1;32mas\u001b[0m \u001b[0merr\u001b[0m\u001b[1;33m:\u001b[0m \u001b[1;31m# timeout error\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", - "\u001b[1;32mC:\\ProgramData\\Anaconda3\\lib\\http\\client.py\u001b[0m in \u001b[0;36mrequest\u001b[1;34m(self, method, url, body, headers, encode_chunked)\u001b[0m\n\u001b[0;32m 1238\u001b[0m \u001b[1;34m\"\"\"Send a complete request to the server.\"\"\"\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 1239\u001b[1;33m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_send_request\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mmethod\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0murl\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mbody\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mheaders\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mencode_chunked\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 1240\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n", - "\u001b[1;32mC:\\ProgramData\\Anaconda3\\lib\\http\\client.py\u001b[0m in \u001b[0;36m_send_request\u001b[1;34m(self, method, url, body, headers, encode_chunked)\u001b[0m\n\u001b[0;32m 1284\u001b[0m \u001b[0mbody\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0m_encode\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mbody\u001b[0m\u001b[1;33m,\u001b[0m \u001b[1;34m'body'\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 1285\u001b[1;33m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mendheaders\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mbody\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mencode_chunked\u001b[0m\u001b[1;33m=\u001b[0m\u001b[0mencode_chunked\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 1286\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n", - "\u001b[1;32mC:\\ProgramData\\Anaconda3\\lib\\http\\client.py\u001b[0m in \u001b[0;36mendheaders\u001b[1;34m(self, message_body, encode_chunked)\u001b[0m\n\u001b[0;32m 1233\u001b[0m \u001b[1;32mraise\u001b[0m \u001b[0mCannotSendHeader\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 1234\u001b[1;33m 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"\u001b[1;32mC:\\ProgramData\\Anaconda3\\lib\\socket.py\u001b[0m in \u001b[0;36mcreate_connection\u001b[1;34m(address, timeout, source_address)\u001b[0m\n\u001b[0;32m 712\u001b[0m \u001b[0msock\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mbind\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0msource_address\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 713\u001b[1;33m \u001b[0msock\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mconnect\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0msa\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 714\u001b[0m \u001b[1;31m# Break explicitly a reference cycle\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", - "\u001b[1;31mTimeoutError\u001b[0m: [WinError 10060] A connection attempt failed because the connected party did not properly respond after a period of time, or established connection failed because connected host has failed to respond", - "\nDuring handling of the above exception, another exception occurred:\n", - "\u001b[1;31mURLError\u001b[0m Traceback (most recent call last)", - "\u001b[1;32m<ipython-input-10-0d34d4396123>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m()\u001b[0m\n\u001b[0;32m 1\u001b[0m \u001b[0mlink\u001b[0m \u001b[1;33m=\u001b[0m \u001b[1;34m'http://bit.ly/uforeports'\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m----> 2\u001b[1;33m \u001b[0mufo\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mpd\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mread_csv\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mlink\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 3\u001b[0m \u001b[0mufo\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0msample\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mn\u001b[0m\u001b[1;33m=\u001b[0m\u001b[1;36m3\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", - "\u001b[1;32mC:\\ProgramData\\Anaconda3\\lib\\site-packages\\pandas\\io\\parsers.py\u001b[0m in \u001b[0;36mparser_f\u001b[1;34m(filepath_or_buffer, sep, delimiter, header, names, index_col, usecols, squeeze, prefix, mangle_dupe_cols, dtype, engine, converters, true_values, false_values, skipinitialspace, skiprows, nrows, na_values, keep_default_na, na_filter, verbose, skip_blank_lines, parse_dates, infer_datetime_format, keep_date_col, date_parser, dayfirst, iterator, chunksize, compression, thousands, decimal, lineterminator, quotechar, quoting, escapechar, comment, encoding, dialect, tupleize_cols, error_bad_lines, warn_bad_lines, skipfooter, skip_footer, doublequote, delim_whitespace, as_recarray, compact_ints, use_unsigned, low_memory, buffer_lines, memory_map, float_precision)\u001b[0m\n\u001b[0;32m 707\u001b[0m skip_blank_lines=skip_blank_lines)\n\u001b[0;32m 708\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 709\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0m_read\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mfilepath_or_buffer\u001b[0m\u001b[1;33m,\u001b[0m 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\u001b[0mopener\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mopen\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0murl\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mdata\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mtimeout\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 224\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 225\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0minstall_opener\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mopener\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", - "\u001b[1;32mC:\\ProgramData\\Anaconda3\\lib\\urllib\\request.py\u001b[0m in \u001b[0;36mopen\u001b[1;34m(self, fullurl, data, timeout)\u001b[0m\n\u001b[0;32m 524\u001b[0m \u001b[0mreq\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mmeth\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mreq\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 525\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 526\u001b[1;33m \u001b[0mresponse\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_open\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mreq\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mdata\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 527\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 528\u001b[0m \u001b[1;31m# post-process response\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", - "\u001b[1;32mC:\\ProgramData\\Anaconda3\\lib\\urllib\\request.py\u001b[0m in \u001b[0;36m_open\u001b[1;34m(self, req, data)\u001b[0m\n\u001b[0;32m 542\u001b[0m \u001b[0mprotocol\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mreq\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mtype\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 543\u001b[0m result = self._call_chain(self.handle_open, protocol, protocol +\n\u001b[1;32m--> 544\u001b[1;33m '_open', req)\n\u001b[0m\u001b[0;32m 545\u001b[0m \u001b[1;32mif\u001b[0m \u001b[0mresult\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 546\u001b[0m \u001b[1;32mreturn\u001b[0m \u001b[0mresult\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", - "\u001b[1;32mC:\\ProgramData\\Anaconda3\\lib\\urllib\\request.py\u001b[0m in \u001b[0;36m_call_chain\u001b[1;34m(self, chain, kind, meth_name, *args)\u001b[0m\n\u001b[0;32m 502\u001b[0m \u001b[1;32mfor\u001b[0m \u001b[0mhandler\u001b[0m \u001b[1;32min\u001b[0m \u001b[0mhandlers\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 503\u001b[0m \u001b[0mfunc\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mgetattr\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mhandler\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mmeth_name\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 504\u001b[1;33m \u001b[0mresult\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mfunc\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m*\u001b[0m\u001b[0margs\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 505\u001b[0m \u001b[1;32mif\u001b[0m \u001b[0mresult\u001b[0m \u001b[1;32mis\u001b[0m \u001b[1;32mnot\u001b[0m \u001b[1;32mNone\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 506\u001b[0m \u001b[1;32mreturn\u001b[0m \u001b[0mresult\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", - "\u001b[1;32mC:\\ProgramData\\Anaconda3\\lib\\urllib\\request.py\u001b[0m in \u001b[0;36mhttp_open\u001b[1;34m(self, req)\u001b[0m\n\u001b[0;32m 1344\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 1345\u001b[0m \u001b[1;32mdef\u001b[0m \u001b[0mhttp_open\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mreq\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 1346\u001b[1;33m \u001b[1;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mdo_open\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mhttp\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mclient\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mHTTPConnection\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mreq\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 1347\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 1348\u001b[0m \u001b[0mhttp_request\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mAbstractHTTPHandler\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mdo_request_\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", - "\u001b[1;32mC:\\ProgramData\\Anaconda3\\lib\\urllib\\request.py\u001b[0m in \u001b[0;36mdo_open\u001b[1;34m(self, http_class, req, **http_conn_args)\u001b[0m\n\u001b[0;32m 1318\u001b[0m encode_chunked=req.has_header('Transfer-encoding'))\n\u001b[0;32m 1319\u001b[0m \u001b[1;32mexcept\u001b[0m \u001b[0mOSError\u001b[0m \u001b[1;32mas\u001b[0m \u001b[0merr\u001b[0m\u001b[1;33m:\u001b[0m \u001b[1;31m# timeout error\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m-> 1320\u001b[1;33m \u001b[1;32mraise\u001b[0m \u001b[0mURLError\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0merr\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m 1321\u001b[0m \u001b[0mr\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mh\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mgetresponse\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m 1322\u001b[0m \u001b[1;32mexcept\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n", - "\u001b[1;31mURLError\u001b[0m: <urlopen error [WinError 10060] A connection attempt failed because the connected party did not properly respond after a period of time, or established connection failed because connected host has failed to respond>" - ] + "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>City</th>\n", + " <th>Colors Reported</th>\n", + " <th>Shape Reported</th>\n", + " <th>State</th>\n", + " <th>Time</th>\n", + " </tr>\n", + " </thead>\n", + " <tbody>\n", + " <tr>\n", + " <th>833</th>\n", + " <td>Oklahoma City</td>\n", + " <td>NaN</td>\n", + " <td>LIGHT</td>\n", + " <td>OK</td>\n", + " <td>7/15/1963 22:00</td>\n", + " </tr>\n", + " <tr>\n", + " <th>15130</th>\n", + " <td>Lowell</td>\n", + " <td>NaN</td>\n", + " <td>RECTANGLE</td>\n", + " <td>IN</td>\n", + " <td>11/16/1999 18:00</td>\n", + " </tr>\n", + " <tr>\n", + " <th>8081</th>\n", + " <td>Lebanon</td>\n", + " <td>NaN</td>\n", + " <td>NaN</td>\n", + " <td>OR</td>\n", + " <td>5/6/1995 23:30</td>\n", + " </tr>\n", + " </tbody>\n", + "</table>\n", + "</div>" + ], + "text/plain": [ + " City Colors Reported Shape Reported State Time\n", + "833 Oklahoma City NaN LIGHT OK 7/15/1963 22:00\n", + "15130 Lowell NaN RECTANGLE IN 11/16/1999 18:00\n", + "8081 Lebanon NaN NaN OR 5/6/1995 23:30" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" } ], "source": [ @@ -142,7 +178,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 7, "metadata": {}, "outputs": [ { @@ -161,7 +197,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 8, "metadata": {}, "outputs": [ { @@ -180,7 +216,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 9, "metadata": {}, "outputs": [ { @@ -202,7 +238,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 10, "metadata": {}, "outputs": [ { @@ -225,14 +261,14 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ - "<matplotlib.figure.Figure at 0xae98dd8>" + "<matplotlib.figure.Figure at 0x248b1a691d0>" ] }, "metadata": {}, @@ -244,7 +280,7 @@ "Text(0.5,0,'None')" ] }, - "execution_count": 15, + "execution_count": 11, "metadata": {}, "output_type": "execute_result" }, @@ -252,7 +288,7 @@ "data": { "image/png": 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LUh9nFPgnfLaqflxVp4BfHN/26vGve4B/A65kc17ITJvQWl8eWbqQ/AWjSP/9edZMXmtk8mqlmfjvn1bVR6Y8m7TmfIWvNqrqB4wurXvzxM1fZeGCfa8F/nWZpzkG/G6SZwEk2Z7kOdOeVVoLBl/dfID/f/30twBvSHIv8NvAH5zvwVX1T4xOAX0tyX8w+mc5L1mjWaWp8mqZktSEr/AlqQmDL0lNGHxJasLgS1ITBl+SmjD4ktSEwZekJv4PFsyxeorkq3kAAAAASUVORK5CYII=\n", "text/plain": [ - "<matplotlib.figure.Figure at 0xb1cc588>" + "<matplotlib.figure.Figure at 0x248b1dd0cc0>" ] }, "metadata": {}, @@ -271,14 +307,14 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ - "<matplotlib.figure.Figure at 0x8919a90>" + "<matplotlib.figure.Figure at 0x248b1e7fa58>" ] }, "metadata": {}, @@ -298,14 +334,14 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ - "<matplotlib.figure.Figure at 0xb2b8128>" + "<matplotlib.figure.Figure at 0x248b1efd048>" ] }, "metadata": {}, @@ -322,7 +358,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 14, "metadata": {}, "outputs": [ { @@ -354,7 +390,7 @@ " 621]" ] }, - "execution_count": 18, + "execution_count": 14, "metadata": {}, "output_type": "execute_result" } @@ -365,6 +401,13 @@ "friends" ] }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, { "cell_type": "code", "execution_count": null, -- GitLab