Spatio-temporal Approximation: Interpolation and Extrapolation Queries on Climate Data

CS-43016: Big Data Analytics - Final Project Report, Presentation, & Implementation - Spring 2022

Undergraduate Group 8:

• Kayla Carter
• Nick Flowers
• Vanessa Sanders
• Jayden Stearns

---

Content Overview

Report

Full project report, including a detailed review of Project Description, Proposed Solutions, Solution Evaluation, etc.

Presentation

Abridged overview of project report, including visual presentation.

Code

• Parser: "Code/WeatherData_Parser.cpp" - Produces Parsed dataset and list of all locations from Source dataset
• Sorter: "Code/WeatherData_Sorter.cpp" - Produces Sorted dataset and Sorted-Split dataset from Parsed dataset

Datasets

• Source Data: "Datasets/city_temperature.zip"
• Parsed Data: "Datasets/weatherData_Parsed.zip"
• Location Data: "Datasets/locationsList.csv"
• Sorted Data: "Datasets/weatherData_Sorted.zip"
• Split Data: "Datasets/weatherData_Sorted_Split.csv"
  • Sorted data with attributes 1 & 2 split into separate sequences.