Publications by Muhammad Faris Hisyam
Spotify Audio Features Clustering with K-Means
Introduction Our Spotify Data comes from Spotify via spotifyr package. The package prrovides artist, album, track data and audio features and analysis. This data was taken by Kaylin Pavlik and published in tidytuesday. She have her analysis on the data which can be seen in her blog. In this analysis, we will us K-Means Clustering to detect audio ...
1226 sym R (11318 sym/29 pcs) 2 img
Bitcoin Timeseries Forecast
Introduction Bitcoin adalah sebuah cryptocurrency yang di temukan oleh Satoshi Nakamoto. Mata uang digital ini sangatlah populer sebagai mata uang untuk trading, dimana bitcoin ini harganya naik turun seiring dengan waktu. Pada saat analisis ini dibuat, harga bitcoin mencapai 183,841,039.80 Indonesian Rupiah per 1 bitcoinnya. Exploratory Data An...
2629 sym R (4013 sym/26 pcs) 4 img
Heart Attack Detection with Logistic Regression and KNN
Introduction About data set This database contains 76 attributes, but all published experiments refer to using a subset of 14 of them. In particular, the Cleveland database is the only one that has been used by ML researchers to this date.The “target” field refers to the presence of heart disease in the patient. It is integer valued 0 = no/le...
1950 sym R (14781 sym/30 pcs)
Forecast Harga Beras
Introduction Project Background Beras adalah salah satu bahan makanan pokok di beberapa negara Asia, terutama Indonesia. Setiap hari masyarakat Indonesia pasti mengkonsumsi nasi setidaknya satu kali per hari. Harga beras pun selalu di pantau oleh Badan Pusat Statistik (BPS) Indonesia yang datanya dapat di lihat dan diambil untuk dianalisis. Data...
6239 sym R (19209 sym/76 pcs) 8 img
Covid-19 Cases by Country 21 May 2020
COVID-19 CASES BY COUNTRY This dataset is from https://www.kaggle.com/roche-data-science-coalition/uncover johns_hokins_csse data. this dataset was last updated 21 May 2020, so this dataset is not the most updated covid-19 case count. We will see the difference in case number only without using other parameters such as each country decision in co...
2027 sym R (3549 sym/15 pcs) 4 img
Visualisasi Data Pencemaran Udara di Stasiun Jakarta
library(plyr) library(dplyr) ## ## Attaching package: 'dplyr' ## The following objects are masked from 'package:plyr': ## ## arrange, count, desc, failwith, id, mutate, rename, summarise, ## summarize ## The following objects are masked from 'package:stats': ## ## filter, lag ## The following objects are masked from 'package...
1693 sym R (3410 sym/16 pcs) 2 img