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[B! データ分析] R2Mのブックマーク
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href="/q/%E3%83%87%E3%83%BC%E3%82%BF%E5%88%86%E6%9E%90">データ分析</a>を行う際、pandasでゴリゴリ作業をすることが多いかと思います。 最近知って「めっちゃ便利やん!」ってなったものをまとめておきたいと思います。 全部の関数にドキュメントへのリンクを付けたので参考にしてください。 今回も検証にはT<a data-gtm-click-label="entry-summary-keyword" href="/q/it">it</a>anicのデータセットを用います。また、文中でのdf.hoge()はpandasのDataFrameのメソッドであることを、pd.hoge()はpandasの関数であることを表します。 df = read_<a data-gtm-click-label="entry-summary-keyword" href="/q/csv">csv</a>('input/tr<a data-gtm-click-label="entry-summary-keyword" href="/q/ai">ai</a>n.<a data-gtm-click-label="entry-summary-keyword" href="/q/csv">csv</a>', index_col=0) print(df.<a data-gtm-click-label="entry-summary-keyword" href="/q/SHAP">shap</a>e) df.head() 最低限押さえておきたいやつら まずはここから。 10 Minutes to pandas よく使うやつら。詳しい解説は省略するので、ドキュメントのリンク先を見てください。 関数 内容 リンク d</p> <a href="https://amalog.hateblo.jp/entry/kaggle-pandas-tips" class="centerarticle-entry-image" target="_blank" rel="noopener" data-gtm-click-label="user-bookmark-thumb"> <img src="https://cdn-ak-scissors.b.st-hatena.com/image/square/67fb641fc302df729acc26b68c348569742d40cb/height=288;version=1;width=512/https%3A%2F%2Fcdn.image.st-hatena.com%2Fimage%2Fscale%2F682b62040cf566d89a2a48735330c6ff568f646c%2Fbackend%3Dimagemagick%3Bheight%3D1300%3Bversion%3D1%3Bwidth%3D1300%2Fhttps%253A%252F%252Fcdn-ak.f.st-hatena.com%252Fimages%252Ffotolife%252Fe%252Fejinote%252F20190112%252F20190112195735.jpg" alt="Kaggleで使えるpandasテクニック集 - 天色グラフィティ"> </a> </div> </div> <div class="centerarticle-reaction js-user-bookmark-id-container" id="bookmark-365067107"> <div class="centerarticle-reaction-comment js-user-bookmark-comment " data-url="https://amalog.hateblo.jp/entry/kaggle-pandas-tips" data-user-name="R2M"> <a href="/R2M/" data-gtm-click-label="user-reaction-usericon" class="centerarticle-reaction-thumb"> <img src="https://cdn.profile-image.st-hatena.com/users/R2M/profile.png" alt="R2M" title="R2M" class="centerarticle-reaction-image"> </a> <div 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既存のコンテンツについて,内容の充実を図るため適宜修正・補足等の見直しを入れることがあります(この場合当該箇所に修正内容に関する注釈はおかず,文面等を直接書き換えいたします)。 筆者/サイト管理者 hawcas ご返答いたしかねますこと 「操作手順のこ</p> </div> </div> <div class="centerarticle-reaction js-user-bookmark-id-container" id="bookmark-142959366"> <div class="centerarticle-reaction-comment js-user-bookmark-comment " data-url="http://hitorimarketing.net/" data-user-name="R2M"> <a href="/R2M/" data-gtm-click-label="user-reaction-usericon" class="centerarticle-reaction-thumb"> <img src="https://cdn.profile-image.st-hatena.com/users/R2M/profile.png" alt="R2M" title="R2M" class="centerarticle-reaction-image"> </a> <div class="centerarticle-reaction-main"> <span class="centerarticle-reaction-username"><a href="https://b.hatena.ne.jp/R2M/20151216#bookmark-142959366" class="js-anchor-path" data-gtm-click-label="user-reaction-username">R2M</a></span> <span class="centerarticle-reaction-timestamp">2015/12/16</span> <span class="js-private-icon status is-hidden"><img 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そのプレッシャーの1つに,企画者や経営者・あるいは顧客といった結果を活用する人々(=意志決定者)の,「これだけ材料(データ)が揃っているのだから多くの課題が解決できるはずだ」という期待に応えないといけないというプレッシャーがあると思いま</p> <a href="https://treasure-data.hateblo.jp/entry/2014/12/02/120951" class="centerarticle-entry-image" target="_blank" rel="noopener" data-gtm-click-label="user-bookmark-thumb"> <img src="https://cdn-ak-scissors.b.st-hatena.com/image/square/2c2eb736da5118d54c1b6a64ac659169a4797c52/height=288;version=1;width=512/https%3A%2F%2Fogimage.blog.st-hatena.com%2F12921228815722401052%2F8454420450069762386%2F1437108184" alt="データ分析で大切な4つのこと:1. 「当たり前の結果」をたくさん出す事の大切さ - トレジャーデータ(Treasure Data)ブログ"> </a> </div> </div> <div class="centerarticle-reaction js-user-bookmark-id-container" id="bookmark-235149634"> <div class="centerarticle-reaction-comment js-user-bookmark-comment " data-url="http://blog-jp.treasuredata.com/entry/2014/12/02/120951" data-user-name="R2M"> <a href="/R2M/" data-gtm-click-label="user-reaction-usericon" class="centerarticle-reaction-thumb"> <img src="https://cdn.profile-image.st-hatena.com/users/R2M/profile.png" alt="R2M" title="R2M" class="centerarticle-reaction-image"> </a> <div class="centerarticle-reaction-main"> <span class="centerarticle-reaction-username"><a href="https://b.hatena.ne.jp/R2M/20151216#bookmark-235149634" class="js-anchor-path" data-gtm-click-label="user-reaction-username">R2M</a></span> <span class="centerarticle-reaction-timestamp">2015/12/16</span> <span class="js-private-icon status is-hidden"><img src="/images/v4/public/userpage/icon-private.svg" alt="非公開" width="10px" height="10px"></span> <div class="centerarticle-reaction-main-comment-tags"> <span class="js-comment"></span> <ul class="centerarticle-reaction-tags js-tag-text"> <li><a href="/R2M/%E3%83%87%E3%83%BC%E3%82%BF%E5%88%86%E6%9E%90/" data-gtm-click-label="user-reaction-tag">データ分析</a></li> </ul> </div> <div class="centerarticle-reaction-foot"> <div class="centerarticle-reaction-meta"> <span class="comment-permalink js-comment-permalink"> <a href="/entry/235149634/comment/R2M" data-gtm-click-label="user-reaction-permalink" rel="nofollow">リンク</a> </span> <span class="list-star-container js-list-star-container"></span> <span class="twitter-click js-short-url-clicks"></span> </div> <ul class="centerarticle-reaction-menu"> <li class="js-add-star-container add-star-container"></li> </ul> </div> </div> </div> </div> <ul class="centerarticle-reaction-following js-user-following-bookmarks-icon"> </ul> <div class="js-user-following-bookmarks-detail is-hidden"> </div> </li> <li class="bookmark-item js-user-bookmark-item js-intent-share-bookmark" data-target-url="http://www.slideshare.net/canard0328/ss-51632037"> <div class="centerarticle-entry is-image-entry-unit"> <h3 class="centerarticle-entry-title"> <a href="http://www.slideshare.net/canard0328/ss-51632037" class="js-clickable-link js-keyboard-openable" target="_blank" rel="noopener" data-gtm-click-label="user-bookmark-title"><img class="centerarticle-entry-favicon" src="https://cdn-ak2.favicon.st-hatena.com/64?url=https%3A%2F%2Fwww.slideshare.net%2Fslideshow%2Fss-51632037%2F51632037" alt="">機械学習によるデータ分析 実践編</a> </h3> <ul class="centerarticle-entry-data"> <li> <span class="centerarticle-users"> <a href="/entry/s/www.slideshare.net/slideshow/ss-51632037/51632037" class="js-keyboard-entry-page-openable" title="機械学習によるデータ分析 実践編 (288ブックマーク)" data-gtm-click-label="user-bookmark-users">288 users</a> </span> </li> <li> <a href="/R2M/?url=https%3A%2F%2Fwww.slideshare.net%2Fslideshow" title="『www.slideshare.net/slideshow』の新着エントリー" data-gtm-click-label="user-bookmark-domain"> www.slideshare.net/slideshow </a> </li> <li><a href="/hotentry/it" data-gtm-click-label="user-bookmark-category">テクノロジー</a></li> </ul> <div class="centerarticle-entry-contents"> <p class="centerarticle-entry-summary">演習用のスクリプトは以下にあります. <a data-gtm-click-label="entry-summary-keyword" href="/q/Python">Python</a> http://nbviewer.i<a data-gtm-click-label="entry-summary-keyword" href="/q/Python">python</a>.org/<a data-gtm-click-label="entry-summary-keyword" href="/q/GIS">gis</a>t/canard0328/a5911ee5b4bf1a07fbcb/ https://<a data-gtm-click-label="entry-summary-keyword" href="/q/GIS">gis</a>t.<a data-gtm-click-label="entry-summary-keyword" href="/q/github">github</a>.com/canard0328/07a65584c134a2700725 R http://nbviewer.i<a data-gtm-click-label="entry-summary-keyword" href="/q/Python">python</a>.org/<a data-gtm-click-label="entry-summary-keyword" href="/q/GIS">gis</a>t/canard0328/6f44229365f53b7bd30f/ https://<a data-gtm-click-label="entry-summary-keyword" href="/q/GIS">gis</a>t.<a data-gtm-click-label="entry-summary-keyword" href="/q/github">github</a>.com/canard0328/b2f8aec2b9c286f53400 Read less</p> <a href="https://www.slideshare.net/slideshow/ss-51632037/51632037" class="centerarticle-entry-image" target="_blank" rel="noopener" data-gtm-click-label="user-bookmark-thumb"> <img src="https://cdn-ak-scissors.b.st-hatena.com/image/square/f21fea25bca8df6202e75a4fad1ac0b46beaa6ed/height=288;version=1;width=512/https%3A%2F%2Fcdn.slidesharecdn.com%2Fss_thumbnails%2Frandom-150814141723-lva1-app6891-thumbnail.jpg%3Fwidth%3D640%26height%3D640%26fit%3Dbounds" alt="機械学習によるデータ分析 実践編"> </a> </div> </div> <div class="centerarticle-reaction js-user-bookmark-id-container" id="bookmark-269725110"> <div class="centerarticle-reaction-comment js-user-bookmark-comment " data-url="http://www.slideshare.net/canard0328/ss-51632037" data-user-name="R2M"> <a href="/R2M/" data-gtm-click-label="user-reaction-usericon" class="centerarticle-reaction-thumb"> <img src="https://cdn.profile-image.st-hatena.com/users/R2M/profile.png" alt="R2M" title="R2M" class="centerarticle-reaction-image"> </a> <div class="centerarticle-reaction-main"> <span class="centerarticle-reaction-username"><a href="https://b.hatena.ne.jp/R2M/20151026#bookmark-269725110" class="js-anchor-path" data-gtm-click-label="user-reaction-username">R2M</a></span> <span class="centerarticle-reaction-timestamp">2015/10/26</span> <span class="js-private-icon status is-hidden"><img src="/images/v4/public/userpage/icon-private.svg" alt="非公開" width="10px" height="10px"></span> <div class="centerarticle-reaction-main-comment-tags"> <span class="js-comment"></span> <ul class="centerarticle-reaction-tags js-tag-text"> <li><a href="/R2M/%E6%A9%9F%E6%A2%B0%E5%AD%A6%E7%BF%92/" data-gtm-click-label="user-reaction-tag">機械学習</a></li> <li><a href="/R2M/%E3%83%87%E3%83%BC%E3%82%BF%E5%88%86%E6%9E%90/" data-gtm-click-label="user-reaction-tag">データ分析</a></li> </ul> </div> <div class="centerarticle-reaction-foot"> <div class="centerarticle-reaction-meta"> <span class="comment-permalink js-comment-permalink"> <a href="/entry/269725110/comment/R2M" data-gtm-click-label="user-reaction-permalink" rel="nofollow">リンク</a> </span> <span class="list-star-container js-list-star-container"></span> <span class="twitter-click js-short-url-clicks"></span> </div> <ul class="centerarticle-reaction-menu"> <li class="js-add-star-container add-star-container"></li> </ul> </div> </div> </div> </div> <ul class="centerarticle-reaction-following js-user-following-bookmarks-icon"> </ul> <div class="js-user-following-bookmarks-detail is-hidden"> </div> </li> <li class="bookmark-item js-user-bookmark-item js-intent-share-bookmark" data-target-url="http://searchblog.yahoo.co.jp/2012/12/yahoobigdata_senkyo.html"> <div class="centerarticle-entry "> <h3 class="centerarticle-entry-title"> <a href="http://searchblog.yahoo.co.jp/2012/12/yahoobigdata_senkyo.html" class="js-clickable-link js-keyboard-openable" target="_blank" rel="noopener" data-gtm-click-label="user-bookmark-title"><img class="centerarticle-entry-favicon" src="https://cdn-ak2.favicon.st-hatena.com/64?url=https%3A%2F%2Fthanks.yahoo.co.jp%2F2012%2F12%2Fyahoobigdata_senkyo.html" alt="">サービス終了のお知らせ</a> </h3> <ul class="centerarticle-entry-data"> <li> <span class="centerarticle-users"> <a href="/entry/s/thanks.yahoo.co.jp/2012/12/yahoobigdata_senkyo.html" class="js-keyboard-entry-page-openable" title="サービス終了のお知らせ (597ブックマーク)" data-gtm-click-label="user-bookmark-users">597 users</a> </span> </li> <li> <a href="/R2M/?url=https%3A%2F%2Fthanks.yahoo.co.jp%2F" title="『thanks.yahoo.co.jp』の新着エントリー" data-gtm-click-label="user-bookmark-domain"> thanks.yahoo.co.jp </a> </li> <li><a href="/hotentry/fun" data-gtm-click-label="user-bookmark-category">おもしろ</a></li> </ul> <div class="centerarticle-entry-contents"> <p class="centerarticle-entry-summary">サービス終了のお知らせ いつも<a data-gtm-click-label="entry-summary-keyword" href="/q/Yahoo%21">Yahoo!</a> JAPANのサービスをご利用いただき誠にありがとうございます。 お客様がアクセスされたサービスは<a data-gtm-click-label="entry-summary-keyword" href="/q/%E6%9C%AC">本</a>日までにサービスを終了いたしました。 今後とも<a data-gtm-click-label="entry-summary-keyword" href="/q/Yahoo%21">Yahoo!</a> JAPANのサービスをご愛顧くださいますよう、よろしくお願いいたします。</p> </div> </div> <div class="centerarticle-reaction js-user-bookmark-id-container" id="bookmark-126222666"> <div class="centerarticle-reaction-comment js-user-bookmark-comment " data-url="http://searchblog.yahoo.co.jp/2012/12/yahoobigdata_senkyo.html" data-user-name="R2M"> <a href="/R2M/" data-gtm-click-label="user-reaction-usericon" class="centerarticle-reaction-thumb"> <img src="https://cdn.profile-image.st-hatena.com/users/R2M/profile.png" alt="R2M" title="R2M" class="centerarticle-reaction-image"> </a> <div class="centerarticle-reaction-main"> <span class="centerarticle-reaction-username"><a href="https://b.hatena.ne.jp/R2M/20121228#bookmark-126222666" class="js-anchor-path" data-gtm-click-label="user-reaction-username">R2M</a></span> <span class="centerarticle-reaction-timestamp">2012/12/28</span> <span class="js-private-icon status is-hidden"><img src="/images/v4/public/userpage/icon-private.svg" alt="非公開" width="10px" height="10px"></span> <div class="centerarticle-reaction-main-comment-tags"> <span class="js-comment">「この結果から、「街頭演説」や「選挙区」と一緒に検索される議員は当選している傾向がある一方、落選議員は「画像」や「動画」とともに検索される傾向があり、特徴がはっきりと分かれる結果となりました」</span> <ul class="centerarticle-reaction-tags js-tag-text"> <li><a href="/R2M/%E8%AA%BF%E6%9F%BB/" data-gtm-click-label="user-reaction-tag">調査</a></li> <li><a href="/R2M/%E9%81%B8%E6%8C%99/" data-gtm-click-label="user-reaction-tag">選挙</a></li> <li><a href="/R2M/%E3%83%87%E3%83%BC%E3%82%BF%E5%88%86%E6%9E%90/" data-gtm-click-label="user-reaction-tag">データ分析</a></li> </ul> </div> <div class="centerarticle-reaction-foot"> <div class="centerarticle-reaction-meta"> <span class="comment-permalink js-comment-permalink"> <a href="/entry/126222666/comment/R2M" data-gtm-click-label="user-reaction-permalink" rel="">リンク</a> </span> <span class="list-star-container js-list-star-container"></span> <span class="twitter-click js-short-url-clicks"></span> </div> <ul class="centerarticle-reaction-menu"> <li class="js-add-star-container 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