Use Git or checkout with SVN using the web URL. fyyying / titanic_dataset.csv. Titanic: Machine Learning from Disaster Start here! GitHub is home to over 50 million developers working together to host and review code, manage projects, and build software together. On April 15, 1912, during her maiden voyage, the Titanic sank after colliding with an iceberg, killing 1502 out of 2224 passengers and crew. samiranberahaldia / Feature Selection - Titanic Dataset. The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables. We use essential cookies to perform essential website functions, e.g. The sinking of the RMS Titanic is one of the most infamous shipwrecks in history. Using the titainic data to predict the survival of the passengers. All gists Back to GitHub Sign in Sign up Sign in Sign up {{ message }} Instantly share code, notes, and snippets. There were an … GitHub Gist: instantly share code, notes, and snippets. If nothing happens, download GitHub Desktop and try again. On April 15, 1912, during her maiden voyage, the Titanic sankafter colliding with an iceberg, killing 1502 out of 2224 passengers andcrew.In this Notebook I will do basic Exploratory Data Analysis on Titanicdataset using R & ggplot & attempt to answer few questions about TitanicTragedy based on dataset. 115 . Classification problems. RangeIndex: 418 entries, 0 to 417 Data columns (total 9 columns): PassengerId 418 non-null int64 Pclass 418 non-null int64 Age 418 non-null float64 SibSp 418 non-null int64 Parch 418 non-null int64 Fare 418 non-null float64 male 418 non-null uint8 Q 418 non-null uint8 S 418 non-null uint8 dtypes: float64(2), int64(4), uint8(3) memory usage: 20.9 KB Red indicates a prediction that a passenger died. It is your job to predict these outcomes. Work fast with our official CLI. I am interested in analyzing the Titanic Dataset and try to answer the following questions:. GitHub Gist: instantly share code, notes, and snippets. Titanic-Dataset: How to score 0.80861 on the public leaderboard (top10%) One of the reasons that the shipwreck led to such loss of life was that there were not enough lifeboats for the passengers and crew. Skip to content. Below are the features provided in the Test dataset. For each passenger in the test set, use the model you trained to predict whether or not they survived the sinking of the Titanic. 2 of the features are floats, 5 are integers and 5 are objects.Below I have listed the features with a short description: survival: Survival PassengerId: Unique Id of a passenger. Your model will be based on “features” like passengers’ gender and class. More than 50 million people use GitHub to discover, fork, and contribute to over 100 million projects. One of the reasons that the shipwreck led to such loss of life was that there were not enough lifeboats for the passengers and crew. GitHub Gist: instantly share code, notes, and snippets. Skip to content. If nothing happens, download Xcode and try again. This dataset has been analyzed to death with many more sophisticated measures than a logistic regression. The colors of each row indicate the predicted survival probability for each passenger. If nothing happens, download the GitHub extension for Visual Studio and try again. On April 15, 1912, during her maiden voyage, the Titanic sank after colliding with an iceberg, killing 1502 out of 2224 passengers and crew. More than 50 million people use GitHub to discover, fork, and contribute to over 100 million projects. This is the legendary Titanic ML competition – the best, first challenge for you to dive into ML competitions and familiarize yourself with how the Kaggle platform works. What would you like to do? Decision Tree classification using sklearn Python for Titanic Dataset - titanic_dt_kaggle.py. The data has been split into two groups: For more information, see our Privacy Statement. Skip to content. GitHub is home to over 50 million developers working together to host and review code, manage projects, and build software together. This dataset was provided by The Center for Policing Equity. they're used to gather information about the pages you visit and how many clicks you need to accomplish a task. However, I'm using this opportunity to explore a well known set as a first post to my blog. A … Missing values in the titanic dataset. The trainin g-set has 891 examples and 11 features + the target variable (survived). However, I'm using this opportunity to explore a well known set as a first post to my blog. In the early hours of 15 April 1912, the RMS Titanic had sunk on collision with an iceberg in its maiden voyage from Southampton to New York City. You can view a description of this dataset on the Kaggle website, where the data was obtained (https://www.kaggle.com/c/titanic/data). We use optional third-party analytics cookies to understand how you use GitHub.com so we can build better products. Titanic dataset. If nothing happens, download the GitHub extension for Visual Studio and try again. In particular, we ask you to apply the tools of machine learning to predict which passengers survived the tragedy. Skip to content. The Titanic dataset after preprocessed contains twenty-two features and one label. Passenger Id: and id given to each traveler on the boat; Pclass: the passenger class. Sort of a 'Hello World' for my webpage. Image Source Data description The sinking of the RMS Titanic is one of the most infamous shipwrecks in history. Titanic: Machine Learning from Disaster. 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