Python matplotlibを使って学ぶ統計処理 正規分布のソースを表示
新しいページはコチラ
移動:
案内
,
検索
<yjavascript> <script type="text/x-mathjax-config"> MathJax.Hub.Config({ TeX: { equationNumbers: {autoNumber: "AMS"} } }); </script> </yjavascript> == '''<span style= "background: #3f17ff; color: #ffffff; font-weight: bold;border-radius: 3px; padding: 10px; width: 100%; display: inline-block;">正規分布の公式</span>''' == <big><big><span style= "background: #3178ff; color: #ffffff; font-weight: bold;border-radius: 3px; padding: 5px; width: 98%; display: inline-block;">■正規分布の証明</span></big></big> <span style= "background: linear-gradient(transparent 70%, #c1e0ff 70%);">確率密度関数</span>は以下のように定義されます。 {| style = "width: 100%;" | style= "background-color: #c2d7ff; white-space:nowrap; padding:5px; border: dotted 1px black; border-radius: 10px;" | <big><ymath>$$ f( x) \ =\ \frac{1}{\sqrt{2\pi } \sigma }\exp^{-\frac{1}{2\sigma } (x-\mu )^{2}} \tag{1} $$ </ymath> </big> |} この項目ではこの確率密度関数をpythonを使いつつ理解しようとすることを目指します。 しばらくは工事中で、この説明に必要な数式を試す場所として利用します)。 == '''アンダーラインCSSのサンプル<span style = "'Meiryo', 'ヒラギノ角ゴ Pro W3 ', 'MS Pゴシック', ' Osaka', sans-serif; font-style: normal; !important"></span> <span style = "'Meiryo', 'ヒラギノ角ゴ Pro W3 ', 'MS Pゴシック', ' Osaka', sans-serif; font-style: normal; !important">[蛍光ペンを模した形式]</span><span style = "'Meiryo', 'ヒラギノ角ゴ Pro W3 ', 'MS Pゴシック', ' Osaka', sans-serif; font-style: normal; !important"></span>''' == === 赤色系統 === <span style = "font-style: normal"><span style = "background:linear-gradient<span style = "'Meiryo', 'ヒラギノ角ゴ Pro W3 ', 'MS Pゴシック', ' Osaka', sans-serif; font-style: normal; !important">(</span>transparent 75%, #ffadad 75%<span style = "'Meiryo', 'ヒラギノ角ゴ Pro W3 ', 'MS Pゴシック', ' Osaka', sans-serif; font-style: normal; !important">)</span>; font-weight:bold; ">正規分布</span></span> <span style = " background:linear-gradient(transparent 75%, #ffadad 75%); font-weight:bold; ">正規分布</span> <span style = "font-style: normal"><span style = "background:linear-gradient<span style = "'Meiryo', 'ヒラギノ角ゴ Pro W3 ', 'MS Pゴシック', ' Osaka', sans-serif; font-style: normal; !important">(</span>transparent 75%, #ff9393 75%<span style = "'Meiryo', 'ヒラギノ角ゴ Pro W3 ', 'MS Pゴシック', ' Osaka', sans-serif; font-style: normal; !important">)</span>; font-weight:bold; ">正規分布</span></span> <span style = " background:linear-gradient(transparent 75%, #ff9393 75%); font-weight:bold; ">正規分布</span> <span style = "font-style: normal"><span style = "background:linear-gradient<span style = "'Meiryo', 'ヒラギノ角ゴ Pro W3 ', 'MS Pゴシック', ' Osaka', sans-serif; font-style: normal; !important">(</span>transparent 75%, #ff7f7f 75%<span style = "'Meiryo', 'ヒラギノ角ゴ Pro W3 ', 'MS Pゴシック', ' Osaka', sans-serif; font-style: normal; !important">)</span>; font-weight:bold; ">正規分布</span></span> <span style = " background:linear-gradient(transparent 75%, #ff7f7f 75%); font-weight:bold; ">正規分布</span> === 水色系統 === <span style = "font-style: normal"><span style = "background:linear-gradient<span style = "'Meiryo', 'ヒラギノ角ゴ Pro W3 ', 'MS Pゴシック', ' Osaka', sans-serif; font-style: normal; !important">(</span>transparent 75%, #c1e0ff 75%<span style = "'Meiryo', 'ヒラギノ角ゴ Pro W3 ', 'MS Pゴシック', ' Osaka', sans-serif; font-style: normal; !important">)</span>; font-weight:bold; ">正規分布</span></span> <span style = " background:linear-gradient(transparent 75%, #c1e0ff 75%); font-weight:bold; ">正規分布</span> <span style = "font-style: normal"><span style = "background:linear-gradient<span style = "'Meiryo', 'ヒラギノ角ゴ Pro W3 ', 'MS Pゴシック', ' Osaka', sans-serif; font-style: normal; !important">(</span>transparent 75%, #9eceff 75%<span style = "'Meiryo', 'ヒラギノ角ゴ Pro W3 ', 'MS Pゴシック', ' Osaka', sans-serif; font-style: normal; !important">)</span>; font-weight:bold; ">正規分布</span></span> <span style = " background:linear-gradient(transparent 75%, #9eceff 75%); font-weight:bold; ">正規分布</span> <span style = "font-style: normal"><span style = "background:linear-gradient<span style = "'Meiryo', 'ヒラギノ角ゴ Pro W3 ', 'MS Pゴシック', ' Osaka', sans-serif; font-style: normal; !important">(</span>transparent 75%, #7fbfff 75%<span style = "'Meiryo', 'ヒラギノ角ゴ Pro W3 ', 'MS Pゴシック', ' Osaka', sans-serif; font-style: normal; !important">)</span>; font-weight:bold; ">正規分布</span></span> <span style = " background:linear-gradient(transparent 75%, #7fbfff 75%); font-weight:bold; ">正規分布</span> === 黄色系統 === <span style = "font-style: normal"><span style = "background:linear-gradient<span style = "'Meiryo', 'ヒラギノ角ゴ Pro W3 ', 'MS Pゴシック', ' Osaka', sans-serif; font-style: normal; !important">(</span>transparent 75%, #fff799 75%<span style = "'Meiryo', 'ヒラギノ角ゴ Pro W3 ', 'MS Pゴシック', ' Osaka', sans-serif; font-style: normal; !important">)</span>; font-weight:bold; ">正規分布</span></span> <span style = " background:linear-gradient(transparent 75%, #fff799 75%); font-weight:bold; ">正規分布</span> <span style = "font-style: normal"><span style = "background:linear-gradient<span style = "'Meiryo', 'ヒラギノ角ゴ Pro W3 ', 'MS Pゴシック', ' Osaka', sans-serif; font-style: normal; !important">(</span>transparent 75%, #edde7b 75%<span style = "'Meiryo', 'ヒラギノ角ゴ Pro W3 ', 'MS Pゴシック', ' Osaka', sans-serif; font-style: normal; !important">)</span>; font-weight:bold; ">正規分布</span></span> <span style = " background:linear-gradient(transparent 75%, #edde7b 75%); font-weight:bold; ">正規分布</span> <span style = "font-style: normal"><span style = "background:linear-gradient<span style = "'Meiryo', 'ヒラギノ角ゴ Pro W3 ', 'MS Pゴシック', ' Osaka', sans-serif; font-style: normal; !important">(</span>transparent 75%, #ffdc00 75%<span style = "'Meiryo', 'ヒラギノ角ゴ Pro W3 ', 'MS Pゴシック', ' Osaka', sans-serif; font-style: normal; !important">)</span>; font-weight:bold; ">正規分布</span></span> <span style = " background:linear-gradient(transparent 75%, #ffdc00 75%); font-weight:bold; ">正規分布</span> === 緑色系統 === <span style = "font-style: normal"><span style = "background:linear-gradient<span style = "'Meiryo', 'ヒラギノ角ゴ Pro W3 ', 'MS Pゴシック', ' Osaka', sans-serif; font-style: normal; !important">(</span>transparent 75%, #b2ffb2 75%<span style = "'Meiryo', 'ヒラギノ角ゴ Pro W3 ', 'MS Pゴシック', ' Osaka', sans-serif; font-style: normal; !important">)</span>; font-weight:bold; ">正規分布</span></span> <span style = " background:linear-gradient(transparent 75%, #b2ffb2 75%); font-weight:bold; ">正規分布</span> <span style = "font-style: normal"><span style = "background:linear-gradient<span style = "'Meiryo', 'ヒラギノ角ゴ Pro W3 ', 'MS Pゴシック', ' Osaka', sans-serif; font-style: normal; !important">(</span>transparent 75%, #7fff7f 75%<span style = "'Meiryo', 'ヒラギノ角ゴ Pro W3 ', 'MS Pゴシック', ' Osaka', sans-serif; font-style: normal; !important">)</span>; font-weight:bold; ">正規分布</span></span> <span style = " background:linear-gradient(transparent 75%, #7fff7f 75%); font-weight:bold; ">正規分布</span> <span style = "font-style: normal"><span style = "background:linear-gradient<span style = "'Meiryo', 'ヒラギノ角ゴ Pro W3 ', 'MS Pゴシック', ' Osaka', sans-serif; font-style: normal; !important">(</span>transparent 75%, #bfff7f 75%<span style = "'Meiryo', 'ヒラギノ角ゴ Pro W3 ', 'MS Pゴシック', ' Osaka', sans-serif; font-style: normal; !important">)</span>; font-weight:bold; ">正規分布</span></span> <span style = " background:linear-gradient(transparent 75%, #bfff7f 75%); font-weight:bold; ">正規分布</span> === 桃色系統 === <span style = "font-style: normal"><span style = "background:linear-gradient<span style = "'Meiryo', 'ヒラギノ角ゴ Pro W3 ', 'MS Pゴシック', ' Osaka', sans-serif; font-style: normal; !important">(</span>transparent 75%, #ffc1e0 75%<span style = "'Meiryo', 'ヒラギノ角ゴ Pro W3 ', 'MS Pゴシック', ' Osaka', sans-serif; font-style: normal; !important">)</span>; font-weight:bold; ">正規分布</span></span> <span style = " background:linear-gradient(transparent 75%, #ffc1e0 75%); font-weight:bold; ">正規分布</span> <span style = "font-style: normal"><span style = "background:linear-gradient<span style = "'Meiryo', 'ヒラギノ角ゴ Pro W3 ', 'MS Pゴシック', ' Osaka', sans-serif; font-style: normal; !important">(</span>transparent 75%, #ffc0cb 75%<span style = "'Meiryo', 'ヒラギノ角ゴ Pro W3 ', 'MS Pゴシック', ' Osaka', sans-serif; font-style: normal; !important">)</span>; font-weight:bold; ">正規分布</span></span> <span style = " background:linear-gradient(transparent 75%, #ffc0cb 75%); font-weight:bold; ">正規分布</span> <span style = "font-style: normal"><span style = "background:linear-gradient<span style = "'Meiryo', 'ヒラギノ角ゴ Pro W3 ', 'MS Pゴシック', ' Osaka', sans-serif; font-style: normal; !important">(</span>transparent 75%, #ff9ece 75%<span style = "'Meiryo', 'ヒラギノ角ゴ Pro W3 ', 'MS Pゴシック', ' Osaka', sans-serif; font-style: normal; !important">)</span>; font-weight:bold; ">正規分布</span></span> <span style = " background:linear-gradient(transparent 75%, #ff9ece 75%); font-weight:bold; ">正規分布</span> === 淡水色系統 === <span style = "font-style: normal"><span style = "background:linear-gradient<span style = "'Meiryo', 'ヒラギノ角ゴ Pro W3 ', 'MS Pゴシック', ' Osaka', sans-serif; font-style: normal; !important">(</span>transparent 75%, #c1ffff 75%<span style = "'Meiryo', 'ヒラギノ角ゴ Pro W3 ', 'MS Pゴシック', ' Osaka', sans-serif; font-style: normal; !important">)</span>; font-weight:bold; ">正規分布</span></span> <span style = " background:linear-gradient(transparent 75%, #c1ffff 75%); font-weight:bold; ">正規分布</span> <span style = "font-style: normal"><span style = "background:linear-gradient<span style = "'Meiryo', 'ヒラギノ角ゴ Pro W3 ', 'MS Pゴシック', ' Osaka', sans-serif; font-style: normal; !important">(</span>transparent 75%, #bce2e8 75%<span style = "'Meiryo', 'ヒラギノ角ゴ Pro W3 ', 'MS Pゴシック', ' Osaka', sans-serif; font-style: normal; !important">)</span>; font-weight:bold; ">正規分布</span></span> <span style = " background:linear-gradient(transparent 75%, #bce2e8 75%); font-weight:bold; ">正規分布</span> <span style = "font-style: normal"><span style = "background:linear-gradient<span style = "'Meiryo', 'ヒラギノ角ゴ Pro W3 ', 'MS Pゴシック', ' Osaka', sans-serif; font-style: normal; !important">(</span>transparent 75%, #afeeee 75%<span style = "'Meiryo', 'ヒラギノ角ゴ Pro W3 ', 'MS Pゴシック', ' Osaka', sans-serif; font-style: normal; !important">)</span>; font-weight:bold; ">正規分布</span></span> <span style = " background:linear-gradient(transparent 75%, #afeeee 75%); font-weight:bold; ">正規分布</span> === 橙色系統 === <span style = "font-style: normal"><span style = "background:linear-gradient<span style = "'Meiryo', 'ヒラギノ角ゴ Pro W3 ', 'MS Pゴシック', ' Osaka', sans-serif; font-style: normal; !important">(</span>transparent 75%, #ffe0c1 75%<span style = "'Meiryo', 'ヒラギノ角ゴ Pro W3 ', 'MS Pゴシック', ' Osaka', sans-serif; font-style: normal; !important">)</span>; font-weight:bold; ">正規分布</span></span> <span style = " background:linear-gradient(transparent 75%, #ffe0c1 75%); font-weight:bold; ">正規分布</span> <span style = "font-style: normal"><span style = "background:linear-gradient<span style = "'Meiryo', 'ヒラギノ角ゴ Pro W3 ', 'MS Pゴシック', ' Osaka', sans-serif; font-style: normal; !important">(</span>transparent 75%, #ffce9e 75%<span style = "'Meiryo', 'ヒラギノ角ゴ Pro W3 ', 'MS Pゴシック', ' Osaka', sans-serif; font-style: normal; !important">)</span>; font-weight:bold; ">正規分布</span></span> <span style = " background:linear-gradient(transparent 75%, #ffce9e 75%); font-weight:bold; ">正規分布</span> <span style = "font-style: normal"><span style = "background:linear-gradient<span style = "'Meiryo', 'ヒラギノ角ゴ Pro W3 ', 'MS Pゴシック', ' Osaka', sans-serif; font-style: normal; !important">(</span>transparent 75%, #ffbf7f 75%<span style = "'Meiryo', 'ヒラギノ角ゴ Pro W3 ', 'MS Pゴシック', ' Osaka', sans-serif; font-style: normal; !important">)</span>; font-weight:bold; ">正規分布</span></span> <span style = " background:linear-gradient(transparent 75%, #ffbf7f 75%); font-weight:bold; ">正規分布</span> === 紫色系統 === <span style = "font-style: normal"><span style = "background:linear-gradient<span style = "'Meiryo', 'ヒラギノ角ゴ Pro W3 ', 'MS Pゴシック', ' Osaka', sans-serif; font-style: normal; !important">(</span>transparent 75%, #cab8d9 75%<span style = "'Meiryo', 'ヒラギノ角ゴ Pro W3 ', 'MS Pゴシック', ' Osaka', sans-serif; font-style: normal; !important">)</span>; font-weight:bold; ">正規分布</span></span> <span style = " background:linear-gradient(transparent 75%, #cab8d9 75%); font-weight:bold; ">正規分布</span> <span style = "font-style: normal"><span style = "background:linear-gradient<span style = "'Meiryo', 'ヒラギノ角ゴ Pro W3 ', 'MS Pゴシック', ' Osaka', sans-serif; font-style: normal; !important">(</span>transparent 75%, #ce9eff 75%<span style = "'Meiryo', 'ヒラギノ角ゴ Pro W3 ', 'MS Pゴシック', ' Osaka', sans-serif; font-style: normal; !important">)</span>; font-weight:bold; ">正規分布</span></span> <span style = " background:linear-gradient(transparent 75%, #ce9eff 75%); font-weight:bold; ">正規分布</span> === アニメーションマーカー === <yjavascript> <script src="https://ajax.googleapis.com/ajax/libs/jquery/1.11.0/jquery.min.js"></script> <script> $(window).scroll(function (){ $(".marker-animation5").each(function(){ var position = $(this).offset().top; //ページの一番上から要素までの距離を取得 var scroll = $(window).scrollTop(); //スクロールの位置を取得 var windowHeight = $(window).height(); //ウインドウの高さを取得 if (scroll > position - windowHeight){ //スクロール位置が要素の位置を過ぎたとき $(this).addClass('active'); //クラス「active」を与える } }); }); </script> <style type= "text/css"> .marker-animation5.active{ background-size: 100% 100%; background-position: 0px 100%; } .marker-animation5 { background-image: -webkit-linear-gradient(bottom, transparent 50%, #7fbfff 50%); background-image: -moz-linear-gradient(bottom, transparent 50%, #7fbfff 50%); background-image: -ms-linear-gradient(bottom, transparent 50%, #7fbff 50%); background-image: -o-linear-gradient(bottom, transparent 50%, #7fbfff 50%); background-image: linear-gradient(to bottom, transparent 50%, #7fbfff 50%); background-repeat: no-repeat; background-size: 0% 100%; background-position: 0px 100%; transition: all 5s ease; font-weight: bold; } </style> </yjavascript> <span class="marker-animation5"> ここにマーカーをつける文章をいれる </span> <syntaxhighlight lang="javascript"> <script> $(window).scroll(function (){ $(".marker-animation").each(function(){ var position = $(this).offset().top; //ページの一番上から要素までの距離を取得 var scroll = $(window).scrollTop(); //現在表示している画面の上部部分についてページ位置情報を取得 var windowHeight = $(window).height(); //ウインドウの高さを取得 if (scroll > position - windowHeight){ //アニメーションマーカーを行う文字の位置から //画面の高さを引いた部分よりスクロール位置が大きくなったら $(this).addClass('active'); //.marker-animationのactiveというスタイル要素状態を設定する } }); }); </script> </syntaxhighlight> <syntaxhighlight lang="css"> <style type= "text/css"> .marker-animation.active{ /*mraker-animation.activeというスタイルになると*/ background-position: -100% .5em; /*マーカー領域のまるまる1区画分の位置に背景領域を設定し、*/ /*更に背景高さ位置を上から0.5em(1emは文字1文字分の幅に相当なので、*/ /*文字半分くらい)に設定、背景領域の下側が押し出される感じ */ } .marker-animation { background-image: -webkit-linear-gradient(left, transparent 50%, rgb(255,250,153) 50%); background-image: -moz-linear-gradient(left, transparent 50%, rgb(255,250,153) 50%); background-image: -ms-linear-gradient(left, transparent 50%, rgb(255,250,153) 50%); background-image: -o-linear-gradient(left, transparent 50%, rgb(255,250,153) 50%); background-image: linear-gradient(to left, transparent 50%, rgb(255,250,153) 50%); /*全てlinear-gradientだけど上4つはブラウザ毎の設定 */ /*200%の横幅に対して右から半分は透明に残りは指定色に*/ background-repeat: repeat-x; /*100%を超える領域も使うのでその部分はx方向に繰り返す*/ background-size: 200% .8em; /*領域の大きさは横は2倍に 高さマーカー高さ幅は0.8emに*/ background-position: 0 .5em; /*背景の横位置は0に、上は0.5emに。この位置に戻そうとするような動きになる*/ transition: all 2s ease; /*動かす指定で違うところのpositionになっていると2秒かけて最後に指定した*/ /*positionにする。*/ font-weight: bold; } </style> </syntaxhighlight> <yjavascript> <script src="https://ajax.googleapis.com/ajax/libs/jquery/1.11.0/jquery.min.js"></script> <script> $(window).scroll(function (){ $(".marker-animation").each(function(){ var position = $(this).offset().top; //ページの一番上から要素までの距離を取得 var scroll = $(window).scrollTop(); //スクロールの位置を取得 var windowHeight = $(window).height(); //ウインドウの高さを取得 if (scroll > position - windowHeight){ //スクロール位置が要素の位置を過ぎたとき $(this).addClass('active'); //クラス「active」を与える } }); $(".marker-animation2").each(function(){ var position = $(this).offset().top; //ページの一番上から要素までの距離を取得 var scroll = $(window).scrollTop(); //スクロールの位置を取得 var windowHeight = $(window).height(); //ウインドウの高さを取得 if (scroll > position - windowHeight){ //スクロール位置が要素の位置を過ぎたとき $(this).addClass('active'); //クラス「active」を与える } }); $(".marker-animation3").each(function(){ var position = $(this).offset().top; //ページの一番上から要素までの距離を取得 var scroll = $(window).scrollTop(); //スクロールの位置を取得 var windowHeight = $(window).height(); //ウインドウの高さを取得 if (scroll > position - windowHeight){ //スクロール位置が要素の位置を過ぎたとき $(this).addClass('active'); //クラス「active」を与える } }); $(".marker-animation4").each(function(){ var position = $(this).offset().top; //ページの一番上から要素までの距離を取得 var scroll = $(window).scrollTop(); //スクロールの位置を取得 var windowHeight = $(window).height(); //ウインドウの高さを取得 if (scroll > position - windowHeight){ //スクロール位置が要素の位置を過ぎたとき $(this).addClass('active'); //クラス「active」を与える } }); }); </script> <style type= "text/css"> .marker-animation.active{ background-position: -100% 100%; } .marker-animation { background-image: -webkit-linear-gradient(left, transparent 50%, #7fbfff 50%); background-image: -moz-linear-gradient(left, transparent 50%, #7fbfff 50%); background-image: -ms-linear-gradient(left, transparent 50%, #7fbff 50%); background-image: -o-linear-gradient(left, transparent 50%, #7fbfff 50%); background-image: linear-gradient(left, transparent 50%, #7fbfff 50%); background-repeat: repeat-x; background-size: 200% 20%; background-position: 0px 100%; transition: all 2s ease; font-weight: bold; } .marker-animation2.active{ background-position: -100% 0.5em; } .marker-animation2 { background-image: -webkit-linear-gradient(left, transparent 50%, #7fbfff 50%); background-image: -moz-linear-gradient(left, transparent 50%, #7fbfff 50%); background-image: -ms-linear-gradient(left, transparent 50%, #7fbff 50%); background-image: -o-linear-gradient(left, transparent 50%, #7fbfff 50%); background-image: linear-gradient(left, transparent 50%, #7fbfff 50%); background-repeat: repeat-x; background-size: 200% 0.8em; background-position: 0 0.5em; transition: all 2s ease; font-weight: bold; } .marker-animation3.active{ background-position: -100% 0.5em; } .marker-animation3 { background-image: -webkit-linear-gradient(left, transparent 50%, #7fbfff 50%); background-image: -moz-linear-gradient(left, transparent 50%, #7fbfff 50%); background-image: -ms-linear-gradient(left, transparent 50%, #7fbff 50%); background-image: -o-linear-gradient(left, transparent 50%, #7fbfff 50%); background-image: linear-gradient(left, transparent 50%, #7fbfff 50%); background-repeat: repeat-x; background-size: 200% 0.1em; background-position: 0 0.5em; transition: all 2s ease; font-weight: bold; } .marker-animation4.active{ background-size: 0% 100% background-position: 0px 100%; } .marker-animation4 { background-image: linear-gradient(to bottom, transparent 75%, #7fbfff 75%); /*background-blend-mode: ;*/ background-repeat: no-repeat; background-size: 100% 100%; background-position: 0px 100%; transition: all 2s ease; font-weight: bold; } </style> </yjavascript> background-size: 200% 20% background-position: 0px 100% ← -100% 100% <span class="marker-animation"> ここにマーカーをつける文章をいれる </span> background-size: 200% 0.8em background-position: 0px 0.5em ← -100% 0.5em <span class="marker-animation2"> ここにマーカーをつける文章をいれる </span> background-size: 200% 0.1em background-position: 0px 0.5em ← -100% 0.5em <span class="marker-animation3"> ここにマーカーをつける文章をいれる </span> lineargradient(to bottom,… -webkit-llineargradient(bottom その他のブラウザ向けもwebkitと同じ background-repeat: no-repeat: background-size: 200% 100%; background-position: 0 100%; ← -100% 100%; <span class="marker-animation4"> ここにマーカーをつける文章をいれる </span> lineargradient(to bottom,… -webkit-llineargradient(bottom その他のブラウザ向けもwebkitと同じ background-repeat: no-repeat: background-size: 200% 100%; background-position: 0 100%; ← -100% 100%;
Python matplotlibを使って学ぶ統計処理 正規分布
に戻る。
個人用ツール
ログイン
名前空間
ページ
議論
変種
表示
閲覧
ソースを表示
履歴表示
操作
検索
案内
メインページ
コミュニティ・ポータル
最近の出来事
最近の更新
おまかせ表示
ヘルプ
ツールボックス
リンク元
関連ページの更新状況
特別ページ