[{"onix":{"RecordReference":"9784641166363","NotificationType":"03","ProductIdentifier":{"ProductIDType":"15","IDValue":"9784641166363"},"DescriptiveDetail":{"ProductComposition":"00","ProductForm":"BA","ProductFormDetail":"B119","Measure":[{"MeasureType":"01","Measurement":"188","MeasureUnitCode":"mm"},{"MeasureType":"02","Measurement":"130","MeasureUnitCode":"mm"},{"MeasureType":"03","Measurement":"13","MeasureUnitCode":"mm"},{"MeasureType":"08","Measurement":"225","MeasureUnitCode":"gr"}],"Collection":{"CollectionType":"10","TitleDetail":{"TitleType":"01","TitleElement":[{"TitleElementLevel":"03","TitleText":{"collationkey":"","content":"単行本"}}]}},"TitleDetail":{"TitleType":"01","TitleElement":{"TitleElementLevel":"01","TitleText":{"collationkey":"ブンケイノタメノパイソンデータブンセキ","content":"文系のためのPythonデータ分析"},"Subtitle":{"collationkey":"","content":"最短で基本をマスター"}}},"Contributor":[{"SequenceNumber":"1","ContributorRole":["A01"],"PersonName":{"collationkey":"トモハラ　アキノリ","content":"友原 章典"},"BiographicalNote":"青山学院大学教授"}],"Language":[{"LanguageRole":"01","LanguageCode":"jpn","CountryCode":"JP"}],"Extent":[{"ExtentType":"11","ExtentValue":"242","ExtentUnit":"03"}],"Subject":[{"MainSubject":"","SubjectSchemeIdentifier":"78","SubjectCode":"1033"},{"SubjectSchemeIdentifier":"79","SubjectCode":"15"}],"Audience":[{"AudienceCodeType":"22","AudienceCodeValue":"00"}]},"CollateralDetail":{"TextContent":[{"TextType":"02","ContentAudience":"00","Text":"Pythonによるデータ分析のコンパクトな入門書。日常的な事例をJupyter Notebookで分析していく。"},{"TextType":"03","ContentAudience":"00","Text":"プログラミング言語Pythonによるデータ分析のコンパクトな入門書。Jupyter Notebookでコードを実行しながら日常的な事例を分析していく。Pythonの文法や統計学の理論には深入りせず，各分析の目的と意味を丁寧に解説。"},{"TextType":"04","ContentAudience":"00","Text":"第１章　学ぶための準備をしよう──本書の特徴とPythonのインストール\n第２章　データの基礎的な扱いに慣れよう──数値データと文字データ\n第３章　特徴を踏まえて適切な計画を立てよう──平均とヒストグラム\n第４章　データの散らばり方を調べてみよう──相関係数\n第５章　データ同士の関係性を調べてみよう──回帰分析\n第６章　データを特徴に応じて分類しよう──機械学習によるクラスタリング\n第７章　データの規則性を探って将来を予測しよう①──決定木（ディシジョン・ツリー）\n第８章　データの規則性を探って将来を予測しよう②──ランダム・フォレスト（分類編）\n第９章　データの規則性を探って将来を予測しよう③──ランダム・フォレスト（回帰編）\n第10章　施策の効果を調べよう──傾向スコア・マッチング\n第11章　地点間の最短経路を調べよう──ダイクストラ法\n第12章　変化をシミュレーションしてみよう──SIRモデル\n第13章　限られた条件下での最適解を求めよう──線形計画法\n第14章　文章の特徴を明らかにしよう──形態素解析"}],"SupportingResource":[{"ResourceContentType":"01","ContentAudience":"01","ResourceMode":"03","ResourceVersion":[{"ResourceForm":"02","ResourceVersionFeature":[{"ResourceVersionFeatureType":"01","FeatureValue":"D502"},{"ResourceVersionFeatureType":"04","FeatureValue":"9784641166363.jpg"}],"ResourceLink":"https:\/\/cover.openbd.jp\/9784641166363.jpg"}]}]},"PublishingDetail":{"Imprint":{"ImprintIdentifier":[{"ImprintIDType":"24","IDValue":"8611"},{"ImprintIDType":"19","IDValue":"641"}],"ImprintName":"有斐閣"},"Publisher":{"PublishingRole":"01","PublisherIdentifier":[{"PublisherIDType":"24","IDValue":"8611"},{"PublisherIDType":"19","IDValue":"641"}],"PublisherName":"有斐閣"},"PublishingDate":[{"PublishingDateRole":"01","Date":"20241029"},{"PublishingDateRole":"09","Date":"20240823"},{"PublishingDateRole":"11","Date":"20241030"}]},"ProductSupply":{"MarketPublishingDetail":{"MarketPublishingStatus":"00","MarketPublishingStatusNote":"1;1"},"SupplyDetail":{"ReturnsConditions":{"ReturnsCodeType":"04","ReturnsCode":"03"},"ProductAvailability":"99","Price":[{"PriceType":"03","PriceAmount":"2100","CurrencyCode":"JPY"}]}}},"hanmoto":{"genshomei":"","han":"","datezeppan":"","toji":"並製","jushoujouhou":"","zasshicode":"","hatsubai":"","hatsubaiyomi":"","hastameshiyomi":true,"author":[{"listseq":1,"dokujikubun":"著・文・その他"}],"datemodified":"2024-11-04 13:51:02","datecreated":"2024-06-27 07:50:56","hanmotoinfo":{"name":"有斐閣","yomi":"ゆうひかく","url":"http:\/\/www.yuhikaku.co.jp\/","twitter":"","facebook":"","toritsugitorikyo":"","toritsugisonota":"","eigyoudaihyousha":"後藤　良明","phoneshoten":"","facsimileshoten":"","emailshoten":""},"hankeidokuji":"四六判","dateshuppan":""},"summary":{"isbn":"9784641166363","title":"文系のためのPythonデータ分析","volume":"","series":"単行本","publisher":"有斐閣","pubdate":"20241029","cover":"https:\/\/cover.openbd.jp\/9784641166363.jpg","author":"友原章典／著・文・その他"}}]