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AJ Rader's Projects

churn201 icon churn201

Simple employee cost/benefit model with plots. Supports a series of blog entries.

ibis icon ibis

Productivity-centric Python big data analysis framework for high performance at Hadoop-scale, with first-class integration with Impala. Co-founded by the creator of pandas

pandas icon pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

pda icon pda

Python for Data Analysis Tutorials

pyspark-csv icon pyspark-csv

An external PySpark module that works like R's read.csv or Panda's read_csv, with automatic type inference and null value handling. Parses csv data into SchemaRDD. No installation required, simply include pyspark_csv.py via SparkContext.

sqoopy icon sqoopy

Python CLI to generate custom sqoop import statements

statsmodels icon statsmodels

Statsmodels: statistical modeling and econometrics in Python

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