Posts
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creating an elasticsearch index with Python
How to create and populate a new index on an already existing elasticsearch server.
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simple tables in a web app using flask and pandas with Python
Display pandas dataframes clearly and interactively in a web app using Flask.
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training a model for Washington DC bikeshare kaggle competition with Python
Train a model to predict bike rental volumes using scikit-learn model.
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feature engineering for Washington DC bikeshare kaggle competition with Python
Prepare features ready for a scikit-learn model.
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do first babies arrive late? - with Python
Working through thinkstats by Allen B Downey to figure out if the myth is true - that first babies are born late.
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plotting data points on maps with R
Plotting data points onto a world map, with point adjustments according to additional variables.
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plotting beautiful clear maps with R
Plotting a world map and stripping away all the noise to achieve a clear and simple result.
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why you should attend ladies' meetups
I noticed a few women-focused tech meetups. The subjects sounded great, but I wasn’t sure how a women-only event would feel.
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ordering factors by another column with R
Plot a clear ggplot2 bar chart with x-axis labels appearing in the frequency with which they occur in the data frame.
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frequency of a variable per column with R
Count the number of times a certain value occurs in each column of a data frame.
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data science projects to date
An overview of the data science projects I have completed both inside and outside of work.
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