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README.md

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<!-- README.md is generated from README.Rmd. Please edit that file -->
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The `cdata` package is a demonstration of the [“coordinatized data”
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theory](http://winvector.github.io/FluidData/RowsAndColumns.html) and
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includes an implementation of the [“fluid data”
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methodology](http://winvector.github.io/FluidData/FluidData.html). The
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recommended tutorial is: [Fluid data reshaping with
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cdata](http://winvector.github.io/FluidData/FluidDataReshapingWithCdata.html).
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We also have a [short free cdata
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screencast](https://youtu.be/4cYbP3kbc0k) (and another example can be
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found
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[here](http://winvector.github.io/FluidData/DataWranglingAtScale.html)).
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The `cdata` package is a demonstration of the ["coordinatized data" theory](http://winvector.github.io/FluidData/RowsAndColumns.html) and includes an implementation of the ["fluid data" methodology](http://winvector.github.io/FluidData/FluidData.html). The recommended tutorial is: [Fluid data reshaping with cdata](http://winvector.github.io/FluidData/FluidDataReshapingWithCdata.html). We also have a [short free cdata screencast](https://youtu.be/4cYbP3kbc0k) (and another example can be found [here](http://winvector.github.io/FluidData/DataWranglingAtScale.html)).
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![](https://raw.githubusercontent.com/WinVector/cdata/master/tools/cdata.png)
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Briefly `cdata` supplies data transform operators that:
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- Work on local data or with any `DBI` data source.
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- Are powerful generalizations of the operators commonly called
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`pivot` and `un-pivot`.
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- Work on local data or with any `DBI` data source.
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- Are powerful generalizations of the operators commonly called `pivot` and `un-pivot`.
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A quick example:
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qlook(my_db, tab)
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```
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## table `mvtcq_11472023877177225434_0000000001` spark_connection spark_shell_connection DBIConnection
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## table `mvtcq_77368660828107684774_0000000001` spark_connection spark_shell_connection DBIConnection
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## nrow: 1
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## 'data.frame': 1 obs. of 2 variables:
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## $ AUC: num 0.6
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devtools::install_github("WinVector/cdata")
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```
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Note: `cdata` is targeted at data with “tame column names” (column names
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that are valid both in databases, and as `R` unquoted variable names)
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and basic types (column values that are simple `R` types such as
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`character`, `numeric`, `logical`, and so on).
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Note: `cdata` is targeted at data with "tame column names" (column names that are valid both in databases, and as `R` unquoted variable names) and basic types (column values that are simple `R` types such as `character`, `numeric`, `logical`, and so on).

docs/LICENSE.html

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docs/articles/cdata.html

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docs/articles/index.html

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