Publications by Real R Application
Sport Data Science
Analisa data fifa, data berisi pemain bola internasional, pada study kali ini, akan diambil sample pemain Christiano Ronaldo dan Lewandowski. Analisa detail dua pemain tsb dapat diikuti dengan model statistic di bawah ini: Preface Process head(fifa,2) ## nationality overall potential wage_eur value_eur age ## L. Messi ...
432 sym R (9917 sym/26 pcs) 8 img
Course Analysis
Course analysis, determine which groups are most influential, and which variables are important. Data preparation Upload library Read data Preparation for Green group dg <- read.csv("d:/CANADA/Final_Project_359.csv") Create Model(hide) Model explainer(hide) Outlayer mp_model_lm <- DALEX::model_performance(explainer_model_lm) mp_model_rf <...
313 sym R (2281 sym/19 pcs) 10 img
Analisa Email
INTRODUCTION Th 2000-2001, Negara Bagian California mengalami sejumlah pemadaman listrik(power blackouts), meskipun kenyataanya enerji yang dihasilkan pembangkit cukup. Federal Energy Regulatory Commission Atau FERC, menyelidiki keterlibatan Enron(Sebuah perusahaan besar yang mengelola enerji yang berpusat di Houston , Texas), dalam penyelidik...
1223 sym R (20660 sym/41 pcs) 1 img
Telco Customers Churn Analysis
Setup library Upload data Data preparation dd <- d %>% select(MonthlyCharges,PaymentMethod,group_tenure,Churn) dd$Churn <- as.numeric(mapvalues(dd$Churn,from=c("No","Yes"), to=c("1", "2"))) dd$PaymentMethod <- as.factor(mapvalues(dd$PaymentMethod, from=c("Bank transfer (automatic)","Credit card...
203 sym R (1258 sym/8 pcs) 5 img
Benford's Law Analysis
Ada hal yang menarik tentang hasil pemilu Amerika th 2020, pertarungan perebutan suara yang berlangsung ketat, hasilnya banyak menimbulkan perdebatan. Salah satu contohnya adalah hasil suara di Neg bagian Pennsylvania. Beberapa analisa hasilnya menyatakan bahwa suara yang didapat Biden mengandung fraud karena tidak memenuhi Hukum Benford. Dapa...
148 sym R (4421 sym/12 pcs) 4 img
Example charts
This example is made for bidding purposes, so the libraries and code still hidden Stacked bar chart Scatter plot Bubble chart Pie charts ...
167 sym
Prediction soil map
Upload library(and several code still hidden) Data preparation ## Warning in showSRID(uprojargs, format = "PROJ", multiline = "NO", prefer_proj = ## prefer_proj): Discarded datum Deutsches_Hauptdreiecksnetz in CRS definition ## Warning in showSRID(uprojargs, format = "PROJ", multiline = "NO", prefer_proj = ## prefer_proj): Discarded datum De...
1581 sym R (4693 sym/24 pcs) 1 img
Time Trends Analysis
Time trends This package facilitates the investigation of two basic problems in the analysis of data collected over time: 1. Is there a time trend at all (beyond chance)? 2. If there is a time trend, how big is it? The Mann-Kendall correlation The first question is attacked using the Mann-Kendall correlation, which is the Kendall correlati...
250 sym R (3306 sym/19 pcs) 1 img
CKD Analysis
Chronic Kidney Disease Analysis, analysis for personal experiment 1. EDA Library upload library(tidyverse) library(caret) library(ggplot2) library(dplyr) library(RWeka) library(ROCR) library(rpart) library(rpart.plot) library(rattle) Upload data CKD <- read.arff("D:/FREE-INDO/Chronic_Kidney_Disease/chronic_kidney_disease.arff") # ubah ...
988 sym R (15155 sym/32 pcs) 4 img
SVM Analysis
SVM Model SVM can be used for classification (distinguishing between several groups or classes) and regression (obtaining a mathematical model to predict something). They can be applied to both linear and non linear problems. Train data imported from Kaggle. Data Preparation Removing ID as it plays no role in the machine learning process library...
2737 sym R (6451 sym/44 pcs)