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Andrea Soto's repositories

Graph Model of the Million Song Dataset

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Twitter Streaming Application

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Jupyter Notebook tips and tricks for the Berkeley Institute for Data Science lecture. http://bids.berkeley.edu/

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Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

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Code snippets for data acquisition and organization in data science.

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Data scientist toolbox repo

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The Leek group guide to data sharing

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Plotting Assignment 1 for Exploratory Data Analysis

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Getting and Cleaning Data - Course assignment repository

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Connect to the NYT Newswire API to get data of published articles. Crawl the article's text and store the results in Elasticsearch for querying.

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Peer Assessment 1 for Reproducible Research

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Apache Spark & Python (pySpark) tutorials for Big Data Analysis and Machine Learning as IPython / Jupyter notebooks

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Template code to ingest tweets from the API and write to a local directory or to an S3 bucket

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Stream tweets to find hashtag pupularity

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Lab 6 Submission

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