Publications by sato
Report layout, Quarto
1 Introduction 2 Loading data 3 Bill Length and Bill Depth Exploring the Penguin Dataset Author S.Matsumoto A few consideration about this doc This Quarto document serves as a practical illustration of the concepts covered in the productive workflow online course. It’s designed primarily for educational purposes, so the focus is on demonst...
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Italy's Pharmaceutical Landscape
Italy’s Pharmaceutical Landscape S.Matsumoto Pharmaceutical Business in Italy Companies are located in Northern Italy. Milan is the high-density business area in pharmaceuticals. Rome follows Milan. Other regions in the North-Italy spreads out. Employment Numbers of Workforce Italy has the second place of labour population in pharmaceutic...
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SKU Analysis as case study
Jump To Visualization of SKU by hierarchical clustering method Highlights Other LinksDownload Report SKU Analysis as case study Last Update This report was generated on Thursday, May 02, 2024 15:51. Downloadable report has been updated. Visualization of SKU by hierarchical clustering method Highlights Cricket, Horse, Wild Bull are the hiera...
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Exploratory Data Analysis of Product Price Data
Exploratory Data Analysis of Product Price Data Descriptive Statistics Summary statistics Data summary Name Piped data Number of rows 588 Number of columns 8 _______________________ Column type frequency: character 3 numeric 5 ________________________ Group variables None Variable type: character skim_variable n_missing complete_rate m...
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[DRAFT] BUSINESS INTRODUCTION
Business Introduction 2024-01-01 Lost in translation on Japanese data? SATOM can be your guide! How can SATOM support you? Identify target markets Pinpoint service gaps Project future demand What services does SATOM offer to you? Language Navigation Data Acquisition Data Analysis Digital Deliverable WHO is SATOM? Search Advantages Through ...
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Report, summary of historical index market
Jump To Historical records Details Other LinksDownload Report Overviews of Index Markets Last Update This report was generated on Wednesday, Apr 03, 2024 12:01. Downloadable report has been updated. Historical records This report shows performance by index stock markets. Details Summary Performance of index market by country 2014-2021 Co...
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HR Analysis, Logistic Regression Model
Table of contents Introduction 1 Ask 1.1 Data 1.2 Questions 2 Prepare 2.1 Set up necessary tools 2.2 Data import 2.3 Statistic summary 2.4 Exploratory data analysis 2.4.1 Densisties 2.4.2 Numbers of people for numbers of projects and years in company 2.4.3 Rate of “Newborn” and “Left” 2.4.4 Correlation among variables 2.4.5 Time Spent ...
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Dash Board, Demographic Analysis for Elderly Aged Group in Japan
Japan Aging Dashboard General InfoCenetarianLife ExpectancyChronic DiseaseSleeping time Ranking Centenarians in 2020 Rank Prefecture Percentage Population 1 Shimane 0.13% 856 2 Kōchi 0.12% 827 3 Tottori 0.11% 620 4 Kagoshima 0.11% 1668 5 Yamaguchi 0.10% 1304 6 Kumamoto 0.10% 1709 7 Miyazaki 0.10% 1040 8 Niigata 0.09% 2056 9 Toyama 0.09...
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HR analysis to predict the probability of attrition
Table of contents Introduction 1.Ask 1.1. Data 1.2. Questions 2.Prepare 2.1. Set up necessary packages for the analysis. 2.2.Load csv file as dataset. 2.3.Statistic summary 2.4. Check NA 2.5.Exploratory data analysis 3.Process 3.1. Correlation 3.2. Logistic regression on “left” variable 4.Share 4.1.Visualization 4.1.1.”Time” 4.1.2....
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Linear Regression model and prediction for credit scores
Table of contents Introduction 1.Ask 1.1. Data 1.2. Questions 2.Prepare 2.1. Set up necessary packages for the analysis. 2.2.Load the data 2.3.Statistic summary 2.4. Check NA values. 2.5.Exploratory data analysis 3.Process & Share 3.1.Modeling 3.2. Significant variables by ANOVA function 3.3 Model Diagnostics 3.4 Prediction 4.Act Credit sco...
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