Julia Homework

Your Name Here

Titanic Analysis

Setup

  • Go to JuliaBox
  • Click on Console in the top menu
  • Type julia in the console and hit enter
  • Run Pkg.install("DataFrames")
  • Hit Cntrl+D to exit
  • Click on Jupyter in the top menu
  • Click Upload and upload the train.csv dataset
  • Start coding!

Docs

Julia DataFrames

Grading

  • How many males vs females died? (2.5pts)
  • How did the # of siblings a passenger had relate to the survival of the passenger? (2.5pts)
  • How did the passenger fare relate to the survival of the passenger? (2.5pts)
  • How did the passenger class relate to the survival of the passenger? (2.5pts)

Or

  • Use a random forest to make a predictive model on who lives/dies. (100% on assignment and a pat on the back)

Data Description


In [1]:
using DataFrames

In [2]:
df = readtable("train.csv")


Out[2]:
PassengerIdSurvivedPclassNameSexAgeSibSpParchTicketFareCabinEmbarked
1103Braund, Mr. Owen Harrismale22.010A/5 211717.25NAS
2211Cumings, Mrs. John Bradley (Florence Briggs Thayer)female38.010PC 1759971.2833C85C
3313Heikkinen, Miss. Lainafemale26.000STON/O2. 31012827.925NAS
4411Futrelle, Mrs. Jacques Heath (Lily May Peel)female35.01011380353.1C123S
5503Allen, Mr. William Henrymale35.0003734508.05NAS
6603Moran, Mr. JamesmaleNA003308778.4583NAQ
7701McCarthy, Mr. Timothy Jmale54.0001746351.8625E46S
8803Palsson, Master. Gosta Leonardmale2.03134990921.075NAS
9913Johnson, Mrs. Oscar W (Elisabeth Vilhelmina Berg)female27.00234774211.1333NAS
101012Nasser, Mrs. Nicholas (Adele Achem)female14.01023773630.0708NAC
111113Sandstrom, Miss. Marguerite Rutfemale4.011PP 954916.7G6S
121211Bonnell, Miss. Elizabethfemale58.00011378326.55C103S
131303Saundercock, Mr. William Henrymale20.000A/5. 21518.05NAS
141403Andersson, Mr. Anders Johanmale39.01534708231.275NAS
151503Vestrom, Miss. Hulda Amanda Adolfinafemale14.0003504067.8542NAS
161612Hewlett, Mrs. (Mary D Kingcome) female55.00024870616.0NAS
171703Rice, Master. Eugenemale2.04138265229.125NAQ
181812Williams, Mr. Charles EugenemaleNA0024437313.0NAS
191903Vander Planke, Mrs. Julius (Emelia Maria Vandemoortele)female31.01034576318.0NAS
202013Masselmani, Mrs. FatimafemaleNA0026497.225NAC
212102Fynney, Mr. Joseph Jmale35.00023986526.0NAS
222212Beesley, Mr. Lawrencemale34.00024869813.0D56S
232313McGowan, Miss. Anna "Annie"female15.0003309238.0292NAQ
242411Sloper, Mr. William Thompsonmale28.00011378835.5A6S
252503Palsson, Miss. Torborg Danirafemale8.03134990921.075NAS
262613Asplund, Mrs. Carl Oscar (Selma Augusta Emilia Johansson)female38.01534707731.3875NAS
272703Emir, Mr. Farred ChehabmaleNA0026317.225NAC
282801Fortune, Mr. Charles Alexandermale19.03219950263.0C23 C25 C27S
292913O'Dwyer, Miss. Ellen "Nellie"femaleNA003309597.8792NAQ
303003Todoroff, Mr. LaliomaleNA003492167.8958NAS
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In [ ]: