diff --git a/source/widgets/data/images/Split-BoxPlot.png b/source/widgets/data/images/Split-BoxPlot.png new file mode 100644 index 0000000..d323273 Binary files /dev/null and b/source/widgets/data/images/Split-BoxPlot.png differ diff --git a/source/widgets/data/images/Split-Example.png b/source/widgets/data/images/Split-Example.png new file mode 100644 index 0000000..61f4f12 Binary files /dev/null and b/source/widgets/data/images/Split-Example.png differ diff --git a/source/widgets/data/images/Split-stamped.png b/source/widgets/data/images/Split-stamped.png new file mode 100644 index 0000000..6eae83d Binary files /dev/null and b/source/widgets/data/images/Split-stamped.png differ diff --git a/source/widgets/data/split.md b/source/widgets/data/split.md new file mode 100644 index 0000000..c91df98 --- /dev/null +++ b/source/widgets/data/split.md @@ -0,0 +1,35 @@ +Split +===== + +Split text or categorical variables into indicator variables. + +**Inputs** + +- Data: data table + +**Outputs** + +- Data: data table with added columns + +The widget splits the chosen text or categorical variable into separate variables. The newly-created variables can be categorical (Yes or No) or numeric (0 or 1) indicators, or appearance counts. The widget is typically used with survey data. + +![](images/Split-stamped.png){width=40%} + +1. Select the variable to split. Define the delimiter. +2. Set the type of output variables. Categorical produces categorical indicator with values Yes and No, Numerical produces a dummy numerical variable with values 0 and 1, while Counts creates a variable that contains the number of appearances of each term. The latter two options are equivalent if each value can appear only once. +3. If *Apply Automatically* is ticked, changes are communicated automatically. Alternatively, press *Apply*. + +Example +------- + +The workflow uses data from the Orange survey taken in 2020. The survey was done in Google Forms, which joins responses for multiple choice questions. + +To use this data in the analysis, we have to split on a delimiter, a semicolon in this case. We do this using **Split**. We pass the data from the [File](../data/file.md) widget to Split and set the parameters. + +Say, we wish to observe and count the reasons users like Orange. We split on *Reason* and set the delimiter to semicolon. The output will be an array of categorical variables. We can observe the results in a [Data Table](../data/datatable.md). + +![](images/Split-Example.png) + +The advantage of Split is that now, we can count each response individually. Say, we observe how the responses differ on the position of the respondent in [Box Plot](../visualize/boxplot.md). It seems the professors especially appreciate Orange for its visual programming approach. + +![](images/Split-BoxPlot.png){width=500px} \ No newline at end of file diff --git a/source/widgets/data/workflows/split.ows b/source/widgets/data/workflows/split.ows new file mode 100644 index 0000000..e6680df --- /dev/null +++ b/source/widgets/data/workflows/split.ows @@ -0,0 +1,402 @@ + + + + + + + + + + + + + + + + + + + gASVNU4AAAAAAAB9lCiMEmNvbnRyb2xBcmVhVmlzaWJsZZSIjAxyZWNlbnRfcGF0aHOUXZQojB5v +cmFuZ2V3aWRnZXQudXRpbHMuZmlsZWRpYWxvZ3OUjApSZWNlbnRQYXRolJOUKYGUfZQojAdhYnNw +YXRolIwsL1VzZXJzL2FqZGEvRGVza3RvcC9PcmFuZ2UtaW4tZWR1Y2F0aW9uLnhsc3iUjAZwcmVm +aXiUTowHcmVscGF0aJROjAV0aXRsZZSMAJSMBXNoZWV0lGgOjAtmaWxlX2Zvcm1hdJROdWJoBimB +lH2UKGgJjDMvVXNlcnMvYWpkYS9vcmFuZ2Uvb3JhbmdlMy9PcmFuZ2UvZGF0YXNldHMvaXJpcy50 +YWKUaAuMD3NhbXBsZS1kYXRhc2V0c5RoDIwIaXJpcy50YWKUaA1oDmgPaA5oEE51YmgGKYGUfZQo +aAmMNi9Vc2Vycy9hamRhL29yYW5nZS9vcmFuZ2UzL09yYW5nZS9kYXRhc2V0cy90aXRhbmljLnRh 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