Linkedin Spss: Data Visualizing And Data Wrangling (2025)

Last week, I faced 10K rows of chaos: missing values, duplicate IDs, and inconsistent dates. Here’s my 3-step SPSS workflow for data wrangling + visualizing:

More importantly, her manager started sending her the messy datasets first, saying, “Emma cleans and sees the story.” linkedin spss: data visualizing and data wrangling

Now for the magic. Emma wanted to show her manager how sentiment varied by product category and region. Last week, I faced 10K rows of chaos: