This repository contains a prototype dashboard aimed at providing insights into various aspects of organizational performance. The dashboard is designed to be compact yet informative, allowing CEOs and executives to monitor key metrics efficiently.
- Data Integration: Utilizes data from multiple sources including customer orders, reviews, employee attrition, and more.
- Data Cleaning: Conducts basic data cleaning operations to ensure data integrity.
- Visualization: Presents data visualizations such as histograms to illustrate transaction values, order cycle times, review scores, and job satisfaction distributions.
- Statistical Analysis: Calculates median values for metrics such as transaction values, order cycle times, review scores, and job satisfaction.
- https://www.kaggle.com/datasets/olistbr/brazilian-ecommerce
- dataset
olist_order_items_dataset.csv(columns: 'order_item_id' and 'price' for calculating average order value)olist_order_reviews_dataset.csv(column: 'review_score' for calculating average review score)olist_orders_dataset.csv(columns: 'order_approved_at' and 'order_delivered_customer_date' for calculating order cycle time)
- dataset
- https://www.kaggle.com/datasets/pavansubhasht/ibm-hr-analytics-attrition-dataset
WA_Fn-UseC_-HR-Employee-Attrition.csv(column: 'JobSatisfaction' for calculating job satisfaction score)