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about-Tableau-Prep.md

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Tableau Prep

  • Download desktop app from https://www.tableau.com/products/prep (Mac or Windows) or the public version at https://public.tableau.com/en-us/s/
  • Install app and run it
  • Add new dataset via the (+) sign next to Connections
    • File From Disk > Choose files
    • Select one or more files
    • Once data is loaded click on the (+) sign next to the haystack_http icon on the top and select Add Step
    • Select the column you want to amend, select Edit value, change the value and click on enter
    • Actions
      • Was able to do the following to the haystack_http dataset (quite easily):
        • Fill the blank cells in the activity column with ‘null activity’
        • Split the date column into date and time columns
        • Extract just the domain name from the url column and create a new column from it
      • There is a good way to transform columns in Tableau into new types
    • Limitations
      • Wasn’t able to label the url or domain column (needs sophisticated function work)
      • Was able to transform/extract from the date column into weekday or weekend labels with some effort - had to create a calculated field and then apply an if condition to it
      • Was able to transform/extract from the time column into working hour/non-working hour labels - had to create a calculated field and then apply an if condition to it

  • [AI/ML/DL Library / Package / Framework: applicable]
  • [Inexpensive crowd-sourced infrastructure sharing: applicable]
  • [Data querying: manual / tools available]
  • [Data analytics: manual / tools available]
  • [Data visualisation: manual / tools available]
  • [Data cleaning: manual]
  • [Data validation: sem-automatic/manual]
  • [Feature extraction: manual/tools available]
  • [Model creation: does not]
  • [Execute experiments: available]
  • [Hyper parameter tuning: does not]
  • [Model saving: does not]

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