Change encoding to include BOM in read_csv in initial settings cell.

Author: KazuhiroM

docker/doc/answer/ans_preprocess_knock_Python.html

@@ -7599,12 +7599,12 @@ <h2 id="%E3%81%AF%E3%81%98%E3%82%81%E3%81%AB">はじめに<a class="anchor-link"
         <span class="s1">'street'</span><span class="p">:</span> <span class="nb">str</span>
     <span class="p">}</span>
 
-    <span class="n">df_customer</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s2">"../data/customer.csv"</span><span class="p">,</span> <span class="n">encoding</span><span class="o">=</span><span class="s1">'utf-8-sig'</span><span class="p">,</span> <span class="n">dtype</span><span class="o">=</span><span class="n">dtype</span><span class="p">)</span>
-    <span class="n">df_category</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s2">"../data/category.csv"</span><span class="p">,</span> <span class="n">encoding</span><span class="o">=</span><span class="s1">'utf-8-sig'</span><span class="p">,</span> <span class="n">dtype</span><span class="o">=</span><span class="n">dtype</span><span class="p">)</span>
-    <span class="n">df_product</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s2">"../data/product.csv"</span><span class="p">,</span> <span class="n">encoding</span><span class="o">=</span><span class="s1">'utf-8-sig'</span><span class="p">,</span> <span class="n">dtype</span><span class="o">=</span><span class="n">dtype</span><span class="p">)</span>
-    <span class="n">df_receipt</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s2">"../data/receipt.csv"</span><span class="p">,</span> <span class="n">encoding</span><span class="o">=</span><span class="s1">'utf-8-sig'</span><span class="p">,</span> <span class="n">dtype</span><span class="o">=</span><span class="n">dtype</span><span class="p">)</span>
-    <span class="n">df_store</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s2">"../data/store.csv"</span><span class="p">,</span> <span class="n">encoding</span><span class="o">=</span><span class="s1">'utf-8-sig'</span><span class="p">,</span> <span class="n">dtype</span><span class="o">=</span><span class="n">dtype</span><span class="p">)</span>
-    <span class="n">df_geocode</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s2">"../data/geocode.csv"</span><span class="p">,</span> <span class="n">encoding</span><span class="o">=</span><span class="s1">'utf-8-sig'</span><span class="p">,</span> <span class="n">dtype</span><span class="o">=</span><span class="n">dtype</span><span class="p">)</span>
+    <span class="n">df_customer</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s2">"../data/customer.csv"</span><span class="p">,</span> <span class="n">encoding</span><span class="o">=</span><span class="s2">"utf-8-sig"</span><span class="p">,</span> <span class="n">dtype</span><span class="o">=</span><span class="n">dtype</span><span class="p">)</span>
+    <span class="n">df_category</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s2">"../data/category.csv"</span><span class="p">,</span> <span class="n">encoding</span><span class="o">=</span><span class="s2">"utf-8-sig"</span><span class="p">,</span> <span class="n">dtype</span><span class="o">=</span><span class="n">dtype</span><span class="p">)</span>
+    <span class="n">df_product</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s2">"../data/product.csv"</span><span class="p">,</span> <span class="n">encoding</span><span class="o">=</span><span class="s2">"utf-8-sig"</span><span class="p">,</span> <span class="n">dtype</span><span class="o">=</span><span class="n">dtype</span><span class="p">)</span>
+    <span class="n">df_receipt</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s2">"../data/receipt.csv"</span><span class="p">,</span> <span class="n">encoding</span><span class="o">=</span><span class="s2">"utf-8-sig"</span><span class="p">,</span> <span class="n">dtype</span><span class="o">=</span><span class="n">dtype</span><span class="p">)</span>
+    <span class="n">df_store</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s2">"../data/store.csv"</span><span class="p">,</span> <span class="n">encoding</span><span class="o">=</span><span class="s2">"utf-8-sig"</span><span class="p">,</span> <span class="n">dtype</span><span class="o">=</span><span class="n">dtype</span><span class="p">)</span>
+    <span class="n">df_geocode</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s2">"../data/geocode.csv"</span><span class="p">,</span> <span class="n">encoding</span><span class="o">=</span><span class="s2">"utf-8-sig"</span><span class="p">,</span> <span class="n">dtype</span><span class="o">=</span><span class="n">dtype</span><span class="p">)</span>
 </pre></div>
 </div>
 </div>
@@ -20738,143 +20738,143 @@ <h1 id="%E6%BC%94%E7%BF%92%E5%95%8F%E9%A1%8C">演習問題<a class="anchor-link"
 </thead>
 <tbody>
 <tr>
-<th>11370</th>
-<td>CS008313000032</td>
-<td>吹越 めぐみ</td>
-<td>1</td>
-<td>女性</td>
-<td>1985-07-18</td>
+<th>20008</th>
+<td>CS032302000021</td>
+<td>綾瀬 有起哉</td>
+<td>0</td>
+<td>男性</td>
+<td>1986-03-06</td>
 <td>33</td>
-<td>157-0067</td>
-<td>東京都世田谷区喜多見**********</td>
-<td>S13008</td>
-<td>20150304</td>
-<td>0-00000000-0</td>
-</tr>
-<tr>
-<th>15527</th>
-<td>CS032311000021</td>
-<td>生瀬 美菜</td>
-<td>1</td>
-<td>女性</td>
-<td>1986-09-04</td>
-<td>32</td>
-<td>212-0054</td>
-<td>神奈川県川崎市幸区小倉**********</td>
+<td>212-0058</td>
+<td>神奈川県川崎市幸区鹿島田**********</td>
 <td>S13032</td>
-<td>20150328</td>
+<td>20151111</td>
 <td>0-00000000-0</td>
 </tr>
 <tr>
-<th>18316</th>
-<td>CS024503000006</td>
-<td>天野 裕次郎</td>
-<td>0</td>
-<td>男性</td>
-<td>1962-12-10</td>
+<th>19665</th>
+<td>CS001513000244</td>
+<td>馬場 慢太郎</td>
+<td>9</td>
+<td>不明</td>
+<td>1962-06-20</td>
 <td>56</td>
-<td>214-0036</td>
-<td>神奈川県川崎市多摩区南生田**********</td>
-<td>S14024</td>
-<td>20150910</td>
-<td>0-00000000-0</td>
+<td>144-0045</td>
+<td>東京都大田区南六郷**********</td>
+<td>S13001</td>
+<td>20160727</td>
+<td>B-20090105-1</td>
 </tr>
 <tr>
-<th>12511</th>
-<td>CS014513000201</td>
-<td>篠崎 沙耶</td>
+<th>3097</th>
+<td>CS034415000122</td>
+<td>梅沢 朝陽</td>
 <td>1</td>
 <td>女性</td>
-<td>1962-07-03</td>
-<td>56</td>
-<td>263-0021</td>
-<td>千葉県千葉市稲毛区轟町**********</td>
-<td>S12014</td>
-<td>20150529</td>
-<td>6-20091116-9</td>
+<td>1973-11-13</td>
+<td>45</td>
+<td>216-0001</td>
+<td>神奈川県川崎市宮前区野川**********</td>
+<td>S14034</td>
+<td>20150406</td>
+<td>D-20100616-D</td>
 </tr>
 <tr>
-<th>17863</th>
-<td>CS010315000119</td>
-<td>佐久間 美帆</td>
+<th>3760</th>
+<td>CS003311000038</td>
+<td>木下 さとみ</td>
 <td>1</td>
 <td>女性</td>
-<td>1986-06-18</td>
-<td>32</td>
-<td>222-0021</td>
-<td>神奈川県横浜市港北区篠原北**********</td>
-<td>S14010</td>
-<td>20150608</td>
+<td>1971-07-01</td>
+<td>47</td>
+<td>251-0052</td>
+<td>神奈川県藤沢市藤沢**********</td>
+<td>S13003</td>
+<td>20151226</td>
+<td>3-20080919-2</td>
+</tr>
+<tr>
+<th>15090</th>
+<td>CS019503000044</td>
+<td>山田 隆之介</td>
+<td>0</td>
+<td>男性</td>
+<td>1966-11-28</td>
+<td>52</td>
+<td>176-0003</td>
+<td>東京都練馬区羽沢**********</td>
+<td>S13019</td>
+<td>20150603</td>
 <td>0-00000000-0</td>
 </tr>
 <tr>
-<th>11548</th>
-<td>CS023315000060</td>
-<td>倉本 未華子</td>
+<th>18593</th>
+<td>CS032615000087</td>
+<td>城戸 彩</td>
 <td>1</td>
 <td>女性</td>
-<td>1986-10-26</td>
-<td>32</td>
-<td>212-0026</td>
-<td>神奈川県川崎市幸区紺屋町**********</td>
-<td>S14023</td>
-<td>20150523</td>
-<td>0-00000000-0</td>
+<td>1951-09-26</td>
+<td>67</td>
+<td>144-0054</td>
+<td>東京都大田区新蒲田**********</td>
+<td>S13032</td>
+<td>20150131</td>
+<td>7-20091214-6</td>
 </tr>
 <tr>
-<th>962</th>
-<td>CS015812000009</td>
-<td>西谷 薫</td>
+<th>15149</th>
+<td>CS002415000820</td>
+<td>柳田 知世</td>
 <td>1</td>
 <td>女性</td>
-<td>1936-09-06</td>
-<td>82</td>
-<td>135-0016</td>
-<td>東京都江東区東陽**********</td>
-<td>S13015</td>
-<td>20150522</td>
-<td>0-00000000-0</td>
+<td>1969-09-07</td>
+<td>49</td>
+<td>185-0011</td>
+<td>東京都国分寺市本多**********</td>
+<td>S13002</td>
+<td>20170620</td>
+<td>4-20100515-7</td>
 </tr>
 <tr>
-<th>7220</th>
-<td>CS001511000100</td>
-<td>玉田 彩華</td>
+<th>16527</th>
+<td>CS039312000024</td>
+<td>奥山 麻緒</td>
 <td>1</td>
 <td>女性</td>
-<td>1961-10-14</td>
-<td>57</td>
-<td>210-0811</td>
-<td>神奈川県川崎市川崎区大師河原**********</td>
-<td>S13001</td>
-<td>20161028</td>
+<td>1980-02-19</td>
+<td>39</td>
+<td>168-0073</td>
+<td>東京都杉並区下高井戸**********</td>
+<td>S13039</td>
+<td>20150606</td>
 <td>0-00000000-0</td>
 </tr>
 <tr>
-<th>18578</th>
-<td>CS040215000036</td>
-<td>岡本 陽子</td>
+<th>4217</th>
+<td>CS002413000657</td>
+<td>柳田 真悠子</td>
 <td>1</td>
 <td>女性</td>
-<td>1994-11-17</td>
-<td>24</td>
-<td>226-0026</td>
-<td>神奈川県横浜市緑区長津田町**********</td>
-<td>S14040</td>
-<td>20150904</td>
-<td>A-20101022-6</td>
+<td>1971-05-03</td>
+<td>47</td>
+<td>185-0022</td>
+<td>東京都国分寺市東元町**********</td>
+<td>S13002</td>
+<td>20161223</td>
+<td>4-20090216-1</td>
 </tr>
 <tr>
-<th>14441</th>
-<td>CS003113000020</td>
-<td>河野 恵子</td>
+<th>3133</th>
+<td>CS032412000227</td>
+<td>藤島 芽以</td>
 <td>1</td>
 <td>女性</td>
-<td>2000-03-31</td>
-<td>19</td>
-<td>182-0022</td>
-<td>東京都調布市国領町**********</td>
-<td>S13003</td>
-<td>20170617</td>
+<td>1971-01-28</td>
+<td>48</td>
+<td>212-0004</td>
+<td>神奈川県川崎市幸区小向西町**********</td>
+<td>S13032</td>
+<td>20170228</td>
 <td>0-00000000-0</td>
 </tr>
 </tbody>

docker/doc/preprocess_knock_Python.html

@@ -7599,12 +7599,12 @@ <h2 id="%E3%81%AF%E3%81%98%E3%82%81%E3%81%AB">はじめに<a class="anchor-link"
         <span class="s1">'street'</span><span class="p">:</span> <span class="nb">str</span>
     <span class="p">}</span>
 
-    <span class="n">df_customer</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s2">"../data/customer.csv"</span><span class="p">,</span> <span class="n">encoding</span><span class="o">=</span><span class="s1">'utf-8-sig'</span><span class="p">,</span> <span class="n">dtype</span><span class="o">=</span><span class="n">dtype</span><span class="p">)</span>
-    <span class="n">df_category</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s2">"../data/category.csv"</span><span class="p">,</span> <span class="n">encoding</span><span class="o">=</span><span class="s1">'utf-8-sig'</span><span class="p">,</span> <span class="n">dtype</span><span class="o">=</span><span class="n">dtype</span><span class="p">)</span>
-    <span class="n">df_product</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s2">"../data/product.csv"</span><span class="p">,</span> <span class="n">encoding</span><span class="o">=</span><span class="s1">'utf-8-sig'</span><span class="p">,</span> <span class="n">dtype</span><span class="o">=</span><span class="n">dtype</span><span class="p">)</span>
-    <span class="n">df_receipt</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s2">"../data/receipt.csv"</span><span class="p">,</span> <span class="n">encoding</span><span class="o">=</span><span class="s1">'utf-8-sig'</span><span class="p">,</span> <span class="n">dtype</span><span class="o">=</span><span class="n">dtype</span><span class="p">)</span>
-    <span class="n">df_store</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s2">"../data/store.csv"</span><span class="p">,</span> <span class="n">encoding</span><span class="o">=</span><span class="s1">'utf-8-sig'</span><span class="p">,</span> <span class="n">dtype</span><span class="o">=</span><span class="n">dtype</span><span class="p">)</span>
-    <span class="n">df_geocode</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s2">"../data/geocode.csv"</span><span class="p">,</span> <span class="n">encoding</span><span class="o">=</span><span class="s1">'utf-8-sig'</span><span class="p">,</span> <span class="n">dtype</span><span class="o">=</span><span class="n">dtype</span><span class="p">)</span>
+    <span class="n">df_customer</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s2">"../data/customer.csv"</span><span class="p">,</span> <span class="n">encoding</span><span class="o">=</span><span class="s2">"utf-8-sig"</span><span class="p">,</span> <span class="n">dtype</span><span class="o">=</span><span class="n">dtype</span><span class="p">)</span>
+    <span class="n">df_category</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s2">"../data/category.csv"</span><span class="p">,</span> <span class="n">encoding</span><span class="o">=</span><span class="s2">"utf-8-sig"</span><span class="p">,</span> <span class="n">dtype</span><span class="o">=</span><span class="n">dtype</span><span class="p">)</span>
+    <span class="n">df_product</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s2">"../data/product.csv"</span><span class="p">,</span> <span class="n">encoding</span><span class="o">=</span><span class="s2">"utf-8-sig"</span><span class="p">,</span> <span class="n">dtype</span><span class="o">=</span><span class="n">dtype</span><span class="p">)</span>
+    <span class="n">df_receipt</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s2">"../data/receipt.csv"</span><span class="p">,</span> <span class="n">encoding</span><span class="o">=</span><span class="s2">"utf-8-sig"</span><span class="p">,</span> <span class="n">dtype</span><span class="o">=</span><span class="n">dtype</span><span class="p">)</span>
+    <span class="n">df_store</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s2">"../data/store.csv"</span><span class="p">,</span> <span class="n">encoding</span><span class="o">=</span><span class="s2">"utf-8-sig"</span><span class="p">,</span> <span class="n">dtype</span><span class="o">=</span><span class="n">dtype</span><span class="p">)</span>
+    <span class="n">df_geocode</span> <span class="o">=</span> <span class="n">pd</span><span class="o">.</span><span class="n">read_csv</span><span class="p">(</span><span class="s2">"../data/geocode.csv"</span><span class="p">,</span> <span class="n">encoding</span><span class="o">=</span><span class="s2">"utf-8-sig"</span><span class="p">,</span> <span class="n">dtype</span><span class="o">=</span><span class="n">dtype</span><span class="p">)</span>
 </pre></div>
 </div>
 </div>