Donne Martin
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c4f4a8aae3
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Added commands to configure a remote for a fork and to sync a fork. Deleted duplicate git pull origin master call
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2015-04-08 08:04:09 -04:00 |
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Donne Martin
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360379c72e
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Added matplotlib kernel density estimation plots.
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2015-04-07 15:23:53 -04:00 |
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Donne Martin
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2a672bf6b6
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Added matplotlib IPython Notebook to README. Tweaked section ordering. Changed Notebook to Notebook(s).
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2015-04-06 09:31:03 -04:00 |
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Donne Martin
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0069e10997
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Added snippets for scatter plots, subplots.
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2015-04-06 08:55:32 -04:00 |
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Donne Martin
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bf27e997e4
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Added snippets for normalized plots.
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2015-04-06 08:54:12 -04:00 |
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Donne Martin
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9496652892
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Added snippets for bar plots, histograms, and using subplot2grid.
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2015-04-06 08:52:43 -04:00 |
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Donne Martin
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21b19dd12f
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Added matplotlib IPython Notebook. Contains code to clean data, data will be plotted in the notebook and setting of global params.
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2015-04-06 08:51:28 -04:00 |
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Donne Martin
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557b76f267
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Updated linux section with list of commands.
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2015-04-05 08:24:40 -04:00 |
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Donne Martin
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818cf705c4
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Added unit test for sample mrjob mapper and reducer to parse logs on s3.
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2015-04-05 08:14:53 -04:00 |
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Donne Martin
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8d1d56fc22
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Revert README changes b41ba644be and 3d2d550852 regarding whitespace tweaks and moving the section images below the text headers. Images now appear before section text headers.
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2015-04-04 09:51:50 -04:00 |
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Donne Martin
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b41ba644be
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Tweaked whitespace.
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2015-04-04 09:31:24 -04:00 |
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Donne Martin
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3d2d550852
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Moved section images to below section text headers.
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2015-04-04 09:27:38 -04:00 |
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Donne Martin
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6e2c1fd5d2
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Added images for each section. Removed outdated References section--will update in the future.
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2015-04-04 08:53:04 -04:00 |
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Donne Martin
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bac10f9f61
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Added all images shown in README.
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2015-04-04 08:50:37 -04:00 |
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Donne Martin
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21facbb91f
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Add new repo cover image.
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2015-04-04 08:36:56 -04:00 |
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Donne Martin
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a12fc148ad
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Converted pandas and commands sections to use tables for legibility. Fixed a typo in datetime description.
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2015-04-04 08:17:13 -04:00 |
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Donne Martin
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b23feee87d
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Tweaked repo description, reordered spark and aws sections, added tables to python-core section.
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2015-04-04 07:37:20 -04:00 |
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Donne Martin
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8063018571
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Converted notebook links and descriptions to tables for readability.
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2015-04-04 07:23:31 -04:00 |
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Donne Martin
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2cbff15b57
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Added more whitespace to try to improve legibility
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2015-04-03 06:38:26 -04:00 |
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Donne Martin
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eb7bba9377
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Added more detailed descriptions to each notebook in the categories kaggle, aws, and spark.
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2015-04-03 06:34:32 -04:00 |
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Donne Martin
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1403cf4134
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Added sample mrjob mapper and reducer to parse logs on s3 following the standard bucket logging format.
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2015-04-03 06:06:46 -04:00 |
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Donne Martin
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d4ab154643
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Transformed Embarked to dummy variables instead of integer representations. The latter implies ordering, which isn't the case with Embarked.
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2015-04-02 23:29:33 -04:00 |
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Donne Martin
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011747c17a
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Added Spark accumulators snippets.
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2015-03-31 21:41:21 -04:00 |
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Donne Martin
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7195c5bc82
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Added Spark broadcast variables snippets.
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2015-03-30 19:01:07 -04:00 |
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Donne Martin
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b3fb4ae219
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Added Spark streaming with states snippets.
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2015-03-29 17:53:52 -04:00 |
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Donne Martin
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f316416d88
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Fix genders_mapping being recalculated.
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2015-03-28 13:47:21 -04:00 |
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Donne Martin
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89e04b3a89
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Renamed data munging to data wrnagling, fixed spacing between variables passed to confusion_matrix.
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2015-03-27 06:36:23 -04:00 |
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Donne Martin
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53e0ae41c5
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Reduced confusion matrix image, it was too wide and forced a horizontal scroll bar on nbviewer.
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2015-03-25 07:56:39 -04:00 |
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Donne Martin
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5e38505cd7
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Added random forest classification report.
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2015-03-23 07:24:12 -04:00 |
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Donne Martin
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4c7a3a52a1
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Added confusion matrix and accuracy metrics to evaluate the model's performance.
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2015-03-22 12:18:51 -04:00 |
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Donne Martin
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20ddcd2a01
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Added random forest score on training data. Code cleanup.
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2015-03-21 10:46:01 -04:00 |
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Donne Martin
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bffbb61bc3
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Renamed df to df_train to be more explicit of the DataFrame's purpose.
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2015-03-20 14:42:05 -04:00 |
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Donne Martin
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a6153e5020
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Tweaked slicing indices to use single : instead of ::, which I find more readable. Tweaked Feature: Sex headers.
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2015-03-20 12:54:20 -04:00 |
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Donne Martin
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5bc4d9bef4
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Formatted intro section, added Titanic image.
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2015-03-20 11:42:43 -04:00 |
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Donne Martin
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01d65fd232
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Added Random Forest: Prepare for Kaggle Submission section.
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2015-03-20 11:36:41 -04:00 |
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Donne Martin
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055cd52cd3
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Added Random Forest Predicting section.
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2015-03-20 11:35:25 -04:00 |
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Donne Martin
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3fcbc8364f
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Added Random Forest training section.
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2015-03-20 11:33:41 -04:00 |
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Donne Martin
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ad54e0ae70
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Added Data Munging Summary section which contains all the data cleaning and transformation steps described in the notebook.
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2015-03-20 11:27:06 -04:00 |
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Donne Martin
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387922662f
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Replaced nested for loop that calculated the median age based on sex and passenger class with groupby + apply instead.
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2015-03-20 11:21:27 -04:00 |
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Donne Martin
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c9ca38d211
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Only attempt to fill missing ports of embarkation if there are missing values. Reworked the AgeFill process. Dropped SibSp and Parch columns as there are part of FamilySize.
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2015-03-18 19:25:58 -04:00 |
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Donne Martin
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d58e6423b3
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Updated Notebook TOC, dropped PassengerId as it won't be using in the machine learning algorithms.
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2015-03-18 14:45:18 -04:00 |
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Donne Martin
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000fea0862
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Added section Final Data Preparation for Machine Learning, which drops unused columns and converts the DataFrame to a numpy array.
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2015-03-18 14:32:28 -04:00 |
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Donne Martin
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2662e2bb03
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Added feature engineering description, a description on the family size histogram, and a brief discussion on a potential feature related to the passenger's name.
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2015-03-18 14:21:25 -04:00 |
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Donne Martin
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81660c59d1
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Reordered README sections.
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2015-03-17 16:21:33 -04:00 |
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Donne Martin
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a93f599a9b
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Cleaned up code, charts, and descriptions in various sections.
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2015-03-17 16:16:42 -04:00 |
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Donne Martin
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7d4c5532a8
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Rework the age analysis, adding more details and graphs.
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2015-03-17 15:44:50 -04:00 |
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Donne Martin
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ce3ef575bd
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Added additional plots to further explore the port of embarkation feature.
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2015-03-17 14:53:22 -04:00 |
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Donne Martin
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011313d2e1
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Added snippets of feature engineering: creating a new feature family size by combining number of parents and siblings.
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2015-03-17 14:05:07 -04:00 |
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Donne Martin
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44eeaf447d
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Cleaned up some sections, added plots of survival rate by Sex and Pclass.
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2015-03-17 14:03:58 -04:00 |
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Donne Martin
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0c56902027
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Add plots for features we will analyze in the exploratory data analysis section.
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2015-03-17 08:51:30 -04:00 |
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