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Effective Data & Time Series Analysis with Deedle

A session at NYC F# User Group, Nov 2013

Deedle is a new open-source library for data and time series manipulation. It supports wide range of operations such as slicing, joining and aligning, handling of missing values, grouping and aggregation, statistics and more. Deedle is written in F#, but it also provides an easy to use C# interface.

In this talk, we'll demonstrate Deedle by analyzing time series financial data from historical Yahoo stock prices. Then we'll try to understand the US government spending with data from Freebase and WorldBank and finally, we'll explore the Titanic survivals data set.

Although the main focus of the talk is the Deedle library, we will demonstrate the entire "data science" stack for F# along the way. We will:

  • Use F# Data type providers to fetch data from the internet
  • Align, process and explore data using Deedle
  • Perform advanced statistical computations using the R type provider
  • Visualize data using R's ggplot and F# Charting

About the speakers

This person is speaking at this event.
Tomas Petricek

Long time F# enthusiast, author of Real-World Functional Programming and computer science PhD student.

This person is speaking at this event.
Howard Mansell

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When

Date Tue 12th November 2013

Short URL

lanyrd.com/scrzqh

Official event site

www.meetup.com/nyc-fsharp/

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Topics

Books by speaker

  • F# Deep Dives
  • Real World Functional Programming

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