19
© 2010 2014 eoda Data Analysis Cross Selling Analytical CRM Marketing Mix Price optimization Customer satisfaction Market potential Gap-Analysis MultivariateAnalysis Descriptive Statistics Data Mining Transformation Operations Research forecasts Data cleanup Data quality error values Missing value Ausreißer Significant Evidence Pattern matching Decision trees Cluster-Analyse Implicit knowledge factors analysis association analysis classification process Hypotheses Predictive Analytics Diskriminanzanalysis Planning attribution weighting Six Sigma Analysis Sensitivity analysis regression analysis Support-Vector-Machine CRM Neural Networks customer segmentation Affinity Analysis Customer relationships Empiricism plausibility test Campaign Management market modeling Web Mining Exploratory statistics valid relevant Optimization reporting translateR The solution for your migration processes Oliver Bracht July 1, 2014

translateR: The solution for your migration processes

  • Upload
    eoda

  • View
    194

  • Download
    1

Embed Size (px)

DESCRIPTION

Many companies realizied the advantages of the open source programming language R. translateR allows a fast and inexpensive migration to R. The manual migration of complex SPSS® scripts has always been tedious and error-prone, but with translateR the task of translating by hand becomes a thing of the past. The automatic and comprehensible process of translating SPSS® code to R code with translateR offers users an enormous number of new analytical opportunities. Besides the usual migration process translateR allows programmers an easy start into programming with R. Make use of translateR for the translation of scripts to R. We will be pleased to help you in terms of migration projects, or starting off with R.

Citation preview

Page 1: translateR: The solution for your migration processes

© 2010 – 2014 eoda

Data Analysis Cross Selling Analytical CRM Marketing Mix Price optimization

Customer satisfaction Market potential Gap-Analysis Multivariate Analysis Descriptive

Statistics Data Mining Transformation Operations Research forecasts Data cleanup

Data quality error values Missing value Ausreißer Significant Evidence Pattern matching

Decision trees Cluster-Analyse Implicit knowledge factors analysis

association analysis classification process Hypotheses Predictive

Analytics Diskriminanzanalysis Planning attribution weighting Six Sigma Analysis Sensitivity analysis regression analysis Support-Vector-Machine CRM Neural Networks

customer segmentation Affinity Analysis Customer relationships Empiricism

plausibility test Campaign Management market modeling Web Mining

Exploratory statistics valid relevant Optimization reporting

translateR The solution for your migration processes

Oliver Bracht

July 1, 2014

Page 2: translateR: The solution for your migration processes

© 2010 – 2014 eoda

translateR

About eoda About translateR Package Demo

An interdisciplinary team of data scientists, engineers, economists and social

scientists,

founded 2010 in Kassel (Germany),

specialized in the analyzing of structured and unstructured data,

integrated portfolio in order to solve analytical problems,

consultation, training, customized software and services with a focus on „R“.

About eoda

Page 3: translateR: The solution for your migration processes

© 2010 – 2014 eoda

translateR

About eoda About translateR Package Demo

Initial situation

• SPSS®/SAS® in place

• Thousands of lines of code

• Code has grown dynamically over years

• The initial author of the code is no longer available

Page 4: translateR: The solution for your migration processes

© 2010 – 2014 eoda

translateR

About eoda About translateR Package Demo

• Complexity

• Time requirements

• Costs

• Mismatch in details of concepts

• Error prown process

Migration to R

Page 5: translateR: The solution for your migration processes

© 2010 – 2014 eoda

translateR

About eoda About translateR Package Demo

The solution: translateR

Page 6: translateR: The solution for your migration processes

© 2010 – 2014 eoda

translateR

About eoda About translateR Package Demo

Fields of application

Page 7: translateR: The solution for your migration processes

© 2010 – 2014 eoda

translateR

About eoda About translateR Package Demo

Implementation

• Cloud-based translation engine

• translateR package to run the translate code

Page 8: translateR: The solution for your migration processes

© 2010 – 2014 eoda

translateR

About eoda About translateR Package Demo

Age Sex FirstName …

row1 45 M „Alex“

row2 27 M „Mike“

row3 -9 W „Jane“

xpssFrame

- Filter - Temporary - Split File - Do if - Weights

xpssFrame-Object

attributes

Page 9: translateR: The solution for your migration processes

© 2010 – 2014 eoda

translateR

About eoda About translateR Package Demo

Age Sex FirstName …

row1 45 M „Alex“

row2 27 M „Mike“

row3 -9 W „Jane“

xpssFrame variable

- Variable Name - Variable Labels - Value Labels - Missing Values

- Filter - Temporary - Split File - Do if - Weights

attributes

attributes

xpssFrame-Object

Page 10: translateR: The solution for your migration processes

© 2010 – 2014 eoda

translateR

About eoda About translateR Package Demo

SPSS Translation R

VALUE LABELS xpssValueLabels

MISSING VALUES xpssMissingValues

… xpss…

Naming Convention

Page 11: translateR: The solution for your migration processes

© 2010 – 2014 eoda

translateR

About eoda About translateR Package Demo

The translateR package provides all the funcitions to let your code run just like in SPSS

Page 12: translateR: The solution for your migration processes

© 2010 – 2014 eoda

translateR

About eoda About translateR Package Demo

Demo

Page 13: translateR: The solution for your migration processes

© 2010 – 2014 eoda

translateR

About eoda About translateR Package Demo

Page 14: translateR: The solution for your migration processes

© 2010 – 2014 eoda

translateR

About eoda About translateR Package Demo

Page 15: translateR: The solution for your migration processes

© 2010 – 2014 eoda

translateR

About eoda About translateR Package Demo

Page 16: translateR: The solution for your migration processes

© 2010 – 2014 eoda

translateR

About eoda About translateR Package Demo

Click

Page 17: translateR: The solution for your migration processes

© 2010 – 2014 eoda

translateR

About eoda About translateR Package Demo

Page 18: translateR: The solution for your migration processes

© 2010 – 2014 eoda

translateR

About eoda About translateR Package Demo

Copy

Page 19: translateR: The solution for your migration processes

© 2010 – 2014 eoda

Ludwig-Erhard-Straße 8

34131 Kassel

Germany

+49 (0) 561/202724-40

http://www.eoda.de

http://blog.eoda.de

http://twitter.com/datennutzen

[email protected]

For more information about translateR and the registration for the Beta Test visit

http://www.eoda.de/en/translateR.html