Neurodiversity_in_the_Workplace_Data_Analysis

We will be analyzing this data science project on the cruise line industry for Neurodiversity in the workplace training.

For this project, we are divided the work up into two groups:

Machine Learning: Austin Reuter, Austin Richardson Solorizano, Jason Freedman, Jacob Rachal

Bussiness Inteligence: Sid, Ted Chang, Jacquline Sailer, David Chidester

Categories

• Port Information

  • nation_geospatial_agency
  • world_port_index
    • GPS data
    • Port names

• Cruise Information

  • private_source

    • carnival_cruise

  • University of Florida

    • crew information

  • department of transportation

    • northamericacruisedetail
      • North America Cruise information

• Freight Data

  • US North America TransBorder Freight Data
    • txt file full of commodities trades

• Fuel Information

  • energy_information_administration
    • US residual fuel oil
    • date vs prices per gallons

• Market information

  • Market Share 2018.csv
  • Cruise Ship Incidents By Quarter
    • Disney
    • Royal Caribbean
    • Carnival
    • Celebrity

• Finacials

  • Operating Costs and Expenses.csv
  • Earnings Per Savings Projections.csv
  • Quarterly_Financial_Statistics.csv

• Stock information

  • Future Stock Projections.csv

Dependencies

r
rstudio

OSX

brew cask install rstudio
brew cask install r
brew cask install java #Needed for xlsx

Debian/Ubuntu

sudo apt-get install r-base-core

R - plugins

Run these commands in the R interpreter

install.packages("RSQLite")
install.packages("sf")
install.packages("readxl")
install.packages("quantmod")#For some stock visualizations
#install.packages("xlsx") #Might not work

Python - Package

pip3 install numpy
pip3 install scipy
pip3 install pandas

Standards

The file paths to the raw data in this project use the unix standard for file paths (ie: /path/to/file.txt)
as oposed to the dos standard (ie: C:\path\to\file.txt) so the r source files shoule work on windows but may require alterations