🗺 Windi's Portfolio

Hi there, welcome to my portfolio!!

📚 Table of Contents

Project Link	Associated	Area	Library	Project Description
🛒 Data preparation and Customer Analytics	Virtual experience - Quantium Australia: Data Analytic Consulting	Data Wraggling, EDA	pandas, matplotlib, numpy, seaborn	Analyzing customer behavior based on transaction and consumer data from a retail company, particularly for chip products. Develop metrics and examine sales drivers to gain insights into overall sales performance. Create visualizations and prepare findings to formulate a clear recommendation for the client's strategy.
📦 Implementation Association rule and algoritma apriori to restaurant transactions data	Final Project INDOMS school by kampus merdeka	Data analysis	pandas, numpy, matplotlib, apriori, association rules	Perform association rule mining using the Apriori algorithm to discover purchasing patterns of food items in a restaurant. Generate menu package recommendations to assist customers in selecting their meals.

Project Link	Associated	Tools	Project Description
💊 Kimia Farma - Sales Report Dashboard	Virtual Internship - PT. Kimia Farma : Big Data Analyst	Google data studio	Creating a data mart consisting of base and aggregate tables, analyzing data, and generating a half-year sales report for the company from the provided data. The dashboard includes key indicators such as total products sold, total revenue, total revenue per product, total revenue per region, and total revenue per brand.
👩🏻‍💻 Analyzing job market data	Case study by Datacamp	Tableau	Identifying trends in top data science jobs along with associated skills (especially tableau dkill) from dataset of job postings over the past 5 years in the Data and Analytics industry. The dashboard includes average salaries for each position, the number of applicants, number of job, years of experience for each position level, and the frequency of job postings per month.

Name		Name	Last commit message	Last commit date
README.md		README.md