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Clean Up Messy Data in Different Rows and Columns

idk_code
5 - Atom

Hi - I currently have a very messy data set as shown below:

 

Column1Column2Column3Column4Column5
1010101$500$200$300 
$100$600   
1010102$600$100  
$200$300$800  
 1010103$500$800 
$900$100   
$200    

 

I'd like to convert the data above using the 7-digit 101010x identifier but the data is all over. Ideally, I want to begin each row with the 7-digit "ID" and read in each $ amount, excluding nulls until it hits the next 7-digit "ID". From there, the next row should begin. Below is the output I'm looking for:

 

IDCost1Cost2Cost3Cost4Cost5
1010101$500$200$300$100$600
1010102$600$100$200$300$800
1010103$500$800$900$100$200

 

Is this possible in Alteryx? This is the first question. Sometimes in the raw dataset, there may be random text in some cells, not sure if they can be ignored. I believe the raw data set is actually too messy to be 100% solved by Alteryx. Thanks!

2 REPLIES 2
grossal
15 - Aurora
15 - Aurora

Hi @idk_code,

 

good news for you, I think it's definitely possible with Alteryx and here is how to do it!

 

grossal_0-1586937088757.png

 

Output:

 

grossal_1-1586937204302.png

 

 

You can easily add another Filter to extract your additional messy data or send a sample dataset with messy rows and I'll adapt the workflow. Workflow attached.

 

Best

Alex

idk_code
5 - Atom

Thanks grossal - this works great and was structurally foundational enough for me to finish the nuances!

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