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anomaly-detection

Bitcoin interest over time with Anomaly Detection algorithm & Quandl data

bootstrapping-scripts

Setup scripts for AWS & Linux stacks

census-maps

Mapping Census & ACS demographic data

complete_data_analysis

Complete data analysis pipeline, from scraping to charts

css-snippets

data_structures_library

Trees, graphs, heaps, stacks, Qs, hashtables, linked lists & search algorithms

demographic-api-exploration

Playing with the Bureau of Labor Statistics API

django-blog-cms

Django content management system/blog engine with a WYSIWYG editor, commenting, & login functionality

economic-analysis

Tracking economic indicators

elections-and-votes

Mapping & analzying world elections & congressional votes

etl

Extracting, transforming & loading big data

google-trends

Analyzing Google Trends data

linear-regression

Recipes for common linear regression operations: model comparisons, heteroskedasticity, collinearity, goodness of fit

logistic-regression

Recipes for common operations in logistic regression: Data cleaning, ANOVA, ROC, & AUC

machine-learning

Improving Random Forest accuracy through K-means clustering

mapreduce-design-patterns

Hadoop ecosystem recipes for ETL, common data transformations, & iterative algorithms

maps

What the data tells us: World maps, city comparisons, & demographic changes over time

networkanalysis

Graph theory in action.

nlp

Natural Language Processing

nodoubt

A Mailchimp subscription service using MongoDB, Node.js, Express, Handlebars & Bootstrap

quant-finance

Trend analysis using candlestick & time series charts

recipes-automateboringtasks

Recipes & code snippets for automating common administrative tasks

recipes-charts

Code snippets for common charting techniques

recipes-datacleaningandexploration

Parallelization, speed up R code, model diagnostics, missing value imputation

recipes-softwaredevelopment

For teaching & review, creative presentations of the building blocks of computer science

snipp_url_shortener

Bit.ly knockoff to shorten unwieldy URLs

sockets

todo-api

tracking-congress

Mapping congressional votes using cartograms

webapp-skeleton

Barebones structure for a website using Node.js, Express.js & AWS' DynamoDB