Git Product home page Git Product logo

surfs-up-'s Introduction

Temperature Trends for Proposed Oahu Surf Shop

Project Overview

The purpose of this project is to analyze the temperature trends in Oahu, Hawaii for a hypothetical client seeking to open a surf shop. Specifically, the temperature trends during the months of June and December are analyzed so that the client can make a more informed decision.

Resources and Software

  • Starting File: hawaii.sqlite
  • Python 3.7.10
  • psycopg2-binary 2.8.6
  • SQLAlchemy 1.4.1

Results

  • The average temperature in Oahu during December is only 3.9°F cooler than June.
  • The lowest temperature in December is 8°F colder than the lowest temperature in June.
  • There are 10.7% less data points in December than June.

Below is a statistical summary for the month of June:
june_temp

Below is a statistical summary for the month of December:
december_temp

Summary

Based on the results above, it can be expected that a surf shop in Oahu will have less customers in December than in June due to the slight decrease in average daily temperature.

It is important to have the most relevant results when conducting analysis on a potential business venture. For this reason, I would perform two additional queries on June and December to obatin more weather data about precipitation during those months.

The query below will find precipitation scores in June:

session.query(Measurement.date, Measurement.prcp).filter(extract('month', Measurement.date) == 6).all()

If you would like to view the output of June precipitation statistics, please [click here](https://github.com/eric-blankinshp/Surfs Up-/blob/main/Resources/june_prec.png.)

The query below will find precipitation scores in December:

session.query(Measurement.date, Measurement.prcp).filter(extract('month', Measurement.date) == 12).all()

If you would like to view the output of December precipitation statistics, please click here.

surfs-up-'s People

Contributors

eric-blankinshp avatar

Watchers

 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.