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DALI Data Challenge

Part 1: Visualization (Tableau) 📊

https://public.tableau.com/app/profile/wendy4030/viz/DALI2022DataChallenge/VIS3

  • VIS1: Time Series Analysis on performance of Superstore
  • VIS2: Sub-Category Analysis on performance of Superstore
  • VIS3: Regional Analysis on on performance of Superstore

Part 2: Statistical Analysis (STATA)📈

https://docs.google.com/document/d/1v7Pgbja0Eojll_aYcth0Fb7SNMRabkQ9-Z6bfTYncF8/edit?usp=sharing

  • Multivariable Regression (shipping mode): Sales gap between different shipping modes
  • One-way ANOVA: Is there a difference in efficiency between different shipping modes ?
  • T-test: Avg of actual days vs Avg of estimated days
  • Multivariable Regression with interaction variables (days taken to ship * region): Sales analysis on shipping efficiency by region

NOTE: codes are commented in STATA log/do file

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