I have a Bachelor's degree in Statistics and a boundless enthusiasm for turning data into knowledge. With a strong foundation in statistical techniques and a curious mindset, I'm here to bring clarity and understanding to the world of data. Let's embark on a journey to transform data points into meaningful discoveries! 🚀📊🔍
| project | Tools | Methods | Description |
|---|---|---|---|
| 🛒 Clustering on Mall Customer | R/R Studio | EDA, Clustering, K-Means | Grouping Provinces in Indonesia based on COVID-19 cases using the K-Means algorithm |
| 💊 Medical Cost Personal | R/R Studio | EDA, Data wrangling, Statistics Description, Linear Regression, Validation | Develop a regression model from the available data and predict hospital costs based on 6 other variables in the data. |
| 🦠 Memperkirakan Status Kasus COVID-19 | R/R Studio | Markov-Chain | Calculating the Markov chain manually and creating a function (using daily Covid-19 data per sub-district in Semarang City) |
| 🦄 Unicorn_companies | Power BI | Visualization | Creating a dashboard of companies with a value of more than $1 billion by March 2022 (Unicorn) |
| 💸 E-Commerce Cohort Analysis | Jupyter Notebook (Python) | Cohort, Retention Analysis | Carrying out a cohort analysis on an E-Commerce company in the UK to analyze consumer behavior and find key factors that can help increase user retention in the future |
| 🛍️ Retail Sales Mall RFM Analysis | Jupyter Notebook (Python) | RFM, User Segmentation Analysis | Conduct RFM (Recency, Frequency, Monetary) analysis on retail sales data from 10 malls in the city of Istanbul. This analysis aims to understand customer purchasing patterns, identify different customer segments, and formulate more effective marketing strategies. |
| 🏪 Market Basket Analysis on Minimarket Data | R/RStudio | Market Basket Analysis | Carry out market basket analysis to find products that are often purchased together in one basket or market basket |
