Linkedin Spss: Data Visualizing And Data Wrangling May 2026

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:

Her favorite find: the option in Chart Builder, which created small multiples—one chart per region, side by side. Instantly, she saw that the West region loved electronics but hated clothing returns. Step 3: The LinkedIn Post On Friday, Emma presented a clean dashboard of charts to her manager, who was impressed. “Now write that LinkedIn post,” he reminded her. linkedin spss: data visualizing and data wrangling

Emma had just landed her first data analyst role at a midsize retail company. She was excited—until her manager handed her a messy Excel file of customer feedback and said, “I need insights by Friday. Use whatever you want, but make it look professional. Oh, and post a summary on LinkedIn.” Last week, I faced 10K rows of chaos: