Publications by Nasya Nurul Arsy
Women in the Workplace - Qoppa Dashboard
Women in the Workplace Overview row Dataset of Women in Workplace row Mean Gap Earning of Female vs Male in 2016 Number of Position Division Which Women > Male Workers Distribution Row Mean Gap Earning of Female vs Male in 2016 ...
294 sym
Exploratory Data Analysis
Background Hello, welcome to my Rmd! I’ll be using Retail.csv data in this LBB Retail.csv data is a description of the data of retail companies engaged in one-stop shopping for office supplies, home appliances, and lifestyle products Let’s dig deeper into the data and name the object AN_hardware! Import Data First, we can input the data AN_h...
5654 sym R (7657 sym/35 pcs) 1 img
LBB IP - Netflix Trending
NETFLIX Overview column Frequency of Cumulative Weeks in Top 10 Proportion of Mean Viewed on 2021 Trending Column Maximal Viewed of Film Maximal Viewed of TV series Column Trending Channel ...
260 sym
Netflix's Trending
Background Hello, welcome to my Rmd! I’ll be using Netflixglobal.csv data in this LBB Netflixglobal.csv data is a description of the data of Netflix’s Trending Videos Let’s dig deeper into the data and name the object Netflix! Import Data First, we can input the data Netflix <- read.csv("data_input/Netflixglobal.csv") Data Inspection libr...
2417 sym R (7352 sym/34 pcs) 5 img
Forecasting Yahoo's Stock Using Time Series
Code Show All Code Hide All Code Forecasting Yahoo’s Stock Using Time Series Forecasting Yahoo’s Stock Using Time Series Introduction Data Preparation Library Import Data Data Preprocess Seasonality Analysis Decomposition Model Fitting and Evaluation Cross Validation ARIMA Model Holt-Winters Model ETS Model Visualization Actual vs E...
3640 sym R (4769 sym/44 pcs) 10 img
Loan Prediction Using Logistic Regression and K-Nearest Neighbor
Code Show All Code Hide All Code Loan Prediction Using Logistic Regression and K-Nearest Neighbor Loan Prediction Using Logistic Regression and K-Nearest Neighbor Introduction Data Preparation Data Cleansing Logistic Regression Cross Validation Build Model Predict Model Evaluation K-nearest neighbor (K-NN) Cross-Validation Evaluation Mo...
4900 sym R (10499 sym/37 pcs)
Regresi Linear Insurance Analysis
Introduction In this case study, i’ll be taking a look at insurance data, looking for any indicators we can use to predict higher insurance charges. I have a dataset featuring a collection of customer from around the country in US with their demographic information, body mass index, smoking status, and their medical charges billed to insurance....
5661 sym R (8251 sym/38 pcs) 11 img
Travel Insurance Prediction Using Naive Bayes, Decision Tree and Random Forest
Introduction Data Preparation Data Cleansing Naive Bayes Cross-Validation Build Model Model Prediction Model Evaluation ROC Area Under ROC Curve (AUC) Decision Tree Cross-Validation Model Fitting Model Evaluation Random Forest Cross Validation Model Fitting Prediction dan Model Evaluation Conclusion Travel Insurance Prediction Using Naiv...
5717 sym R (12166 sym/41 pcs) 4 img