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政府統計の総合窓口のデータや、OECDやUCIやのデータを使って、Rの練習をしています。ときどき、読書記録も載せています。

2024-05-01から1ヶ月間の記事一覧

World Bank's Pregnant women receiving prenatal care (%) data analysis 5 - Regression Analysis(one categorical, one numerical) with tidymodels workflow

Generated by Bing Image Creator: Close up photo of yellow roses www.crosshyou.info This post is following of the above post. In this post, I will do regression anaysis using tidymodels workflow. I refere to tidymodels - Build a model To be…

World Bank's Pregnant women receiving prenatal care (%) data analysis 4 - ANOVA with infer package

Generated by Bing Image Creator: long wide range landscape view, early fall season, nature field, photo www.crosshyou.info This post is following of above post.In this post, I will do ANOVA(Analysis of Variance) with infer package of R. Fi…

読書記録 - 「文明の誕生 - メソポタミア、ローマ、そして日本へ」小林 登志子 著

文明の誕生 - メソポタミア、ローマ、そして日本へ (中公新書 2323) 作者:小林 登志子 中央公論新社 Amazon 著者は古代メソポタミア文明が専門のようで、文明に関する論理的な話ではなくて、いまから4000年も前のメソポタミアの社会制度がどうだったかを記述…

World Bank's Pregnant women receiving prenatal care (%) data analysis 3 - Visualizing data with ggplot2 package

UnsplashのNatalia Marcelewiczが撮影した写真 www.crosshyou.info This post is following of the above post. In this post, let's visualize data with ggplot2 package. First, let's make an overall histogram. Many observations are 100% care. Next…

World Bank's Pregnant women receiving prenatal care (%) data analysis 2 - merge care (%) data frame and country meta data frame.

Generated by Bing Image Creator: Long wide range landscape of beautiful beach, photo style www.crosshyou.info This post is following of the above post. CSV files from World Bank web site includes country meta data file like below. I will l…

World Bank's Pregnant women receiving prenatal care (%) data analysis 1 - Loading CSV file data into R

Generated by Bing Image Creator: Landscape of dogwood flowers. I will analyze World Bank's "Pregnant women receivig prenatal care (%) data with R. I got data from https://data.worldbank.org/indicator/SH.STA.ANVC.ZS?view=map The CSV file is…

UCI の Breast Cancer Wisconsin (Diagnostics) のデータ分析6 - R の kernlab パッケージでサポートベクターマシーンで予測正解率 100% を達成

Bing Image Creator で生成: Nemophila menziesii large fields, long landscape view photo www.crosshyou.info の続きです。 今回は、R の kernlab パッケージでサポートベクターマシーンの手法で予測してみます。まず、kernlab パッケージを読み込みます…