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Region satisfaction dataset

Eight sales regions, each with a 2024 and a 2025 satisfaction score — a wide, two-endpoint table built for dumbbell charts, dot plots, and before/after comparisons.

↓ Download region_satisfaction.csv   All datasets

At a glance

Rows
8 regions
Columns
4 (3 numeric, 1 categorical)
Format
CSV (UTF-8, comma-delimited, header row)
Size
<1 KB
License
CC0 1.0 — public domain, synthetic data
Best for
Dumbbell charts · dot plots · before/after gaps

Columns

ColumnTypeDescription
RegionCategoricalOne of eight US sales regions (Pacific Northwest, West, Southwest, Mountain, Midwest, Southeast, Mid-Atlantic, Northeast). The category label / centerline of a dumbbell.
Satisfaction_2024NumberMean customer-satisfaction score for 2024, on a 0–100 scale. The first endpoint.
Satisfaction_2025NumberMean satisfaction score for 2025, same 0–100 scale. The second endpoint — the gap to 2024 is the story.
ResponsesIntegerHow many respondents stand behind each region's score.
Why a separate table? A dumbbell chart connects two comparable endpoint columns for each category, so it needs data in wide form — one row per region, one column per year. Cross-sectional files like survey_responses.csv (one row per respondent) can't feed a dumbbell directly; this small companion table can.

Things to try

  • Draw a dumbbell. Use Region as the row label and Satisfaction_2024 + Satisfaction_2025 as the two endpoints. The length and direction of each connector is the year-over-year change. → Comparison charts lesson
  • Rank with a dot plot. Plot Satisfaction_2025 by Region as a dot plot to rank the regions with far less ink than a bar chart.
  • Spot the reversals. Most regions rose from 2024 to 2025 — but a couple slipped. Which connectors point the "wrong" way?
  • Weight by confidence. Note that Responses tells you how much data backs each score — the thinnest regions move the most.
How to open it. Download the CSV, then drag it onto Stratum (or use File ▸ Import). Columns are typed automatically, so you're charting within seconds. Get Stratum →

See also

More data
Survey Responses · Clinical Trial
Learn
Comparison charts lesson · Statistics glossary