Publications by Sunarto
Top Games on Twitch
What is Twitch ? knitr::include_graphics("img/twitch.png") Twitch is an American video live streaming service that focuses on video game live streaming, including broadcasts of esports competitions, in addition to offering music broadcasts, creative content, and “in real life” streams. It is operated by Twitch Interactive, a subsidiary of Am...
3936 sym R (27016 sym/49 pcs) 10 img
Women in Workplace
Women in 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 Data Distribution Row Mean Gap Earning of Female vs Male in 2016 ...
297 sym
CIFAR-10 Image Classification With CNN
Convolutional Neural Network CIFAR-10 Explanatory Data Analysis Data Preprocessing Class Distribution Augmentation Model Building with Tensor Flow Model Fitting Model Evaluation Model Tuning Model Fitting Model Evaluation Conclusion CIFAR-10 Image Classification With CNN Sunarto Rusli 3/28/2022 Convolutional Neural Network Convolutio...
5491 sym R (17309 sym/33 pcs) 6 img
Clustering Countries With K-Means For HELP International
HELP International Dataset Exploratory Data Analysis K-Means Clustering Optimal Number of Clusters Clustering Goodness of Fit Choosing Cluster Cluster Characteristic FactoMineR prcomp & pca3d Contribution of Variable Which Country to HELP Alternative Choices Indonesia Clustering Countries With K-Means For HELP International Sunarto Rusli ...
5102 sym R (9617 sym/48 pcs) 14 img
Predict Cyberbullying with Naive Bayes
Cyberbullying knitr::include_graphics("cyberbullying.jpg") As social media usage becomes increasingly prevalent in every age group, a vast majority of citizens rely on this essential medium for day-to-day communication. Social media’s ubiquity means that cyberbullying can effectively impact anyone at any time or anywhere, and the relative anon...
4654 sym R (17304 sym/56 pcs) 3 img
Heart Diseases
Heart Diseases knitr::include_graphics("HeartDiseases.png") Heart Diseases, also known as Cardiovascular Diseases(CVD), are a generic term used for conditions that affect the heart’s blood vessels. Heart Diseases is the leading cause of death globally. Heart Diseases are typically a result of arteries building-up fatty deposits. Symptoms of H...
5691 sym R (18514 sym/74 pcs) 6 img 1 tbl
Fish Weight Prediction
Fish Weight Prediction knitr::include_graphics("weight2.jpg") Fish are abundant in most bodies of water. They can be found in nearly all aquatic environments, from high mountain streams to the abyssal and even hadal depths of the deepest oceans, although no species has yet been documented in the deepest 25% of the ocean. With 34,300 described sp...
6617 sym R (17808 sym/95 pcs) 12 img
Forecasting Power Consumption with Time Series
Electricity Dataset Data Wrangling Exploratory Data Analysis Time Series Cross Validation Model & Forecast Holt-Winters SARIMA TBATS Model Evaluation Holt-Winters SARIMA TBATS Assumption Normality of Residual No-Autocorrelation Residual Conclusion Forecasting Power Consumption With Time Series Sunarto Rusli 3/16/2022 Electricity B...
5397 sym R (5778 sym/47 pcs) 14 img