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Merge pull request udacity#33 from rigved/master
Fixed grammar and emphasized the use of one iPython command
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projects/titanic_survival_exploration/README.md

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@@ -12,20 +12,25 @@ This project requires **Python 2.7** and the following Python libraries installe
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You will also need to have software installed to run and execute an [iPython Notebook](http://ipython.org/notebook.html)
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Udacity recommends our students install [Anaconda](https://www.continuum.io/downloads), i pre-packaged Python distribution that contains all of the necessary libraries and software for this project.
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Udacity recommends our students install [Anaconda](https://www.continuum.io/downloads), a pre-packaged Python distribution that contains all of the necessary libraries and software for this project.
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### Code
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Template code is provided in the notebook `titanic_survival_exploration.ipynb` notebook file. Additional supporting code can be found in `titanic_visualizations.py`. While some code has already been implemented to get you started, you will need to implement additional functionality when requested to successfully complete the project.
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### Run
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In a terminal or command window, navigate to the top-level project directory `titanic_survival_exploration/` (that contains this README) and run one of the following commands:
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In a terminal or command window, navigate to the top-level project directory `titanic_survival_exploration/` (that contains this README) and run **one** of the following commands:
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```ipython notebook titanic_survival_exploration.ipynb```
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```jupyter notebook titanic_survival_exploration.ipynb```
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```bash
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jupyter notebook titanic_survival_exploration.ipynb
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```
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or
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```bash
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ipython notebook titanic_survival_exploration.ipynb
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```
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This will open the iPython Notebook software and project file in your browser.
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This will open the iPython Notebook software and project file in your web browser.
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## Data
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- `ticket` ? Ticket Number
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- `fare` ? Passenger Fare
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- `cabin` ? Cabin
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- `embarked` ? Port of Embarkation (C = Cherbourg; Q = Queenstown; S = Southampton)
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- `embarked` ? Port of Embarkation (C = Cherbourg; Q = Queenstown; S = Southampton)

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