ESM 206: DATA ANALYSIS ESM
University of California, Santa Barbara
Provides conceptual, technical, and communication skills to investigate and answer environmental questions using data. Topics include data manipulatio n, exploratory data analysis, descriptive statistics, regression, hypothesi s testing, uncertainty, and data visualization. Skills for data exploration , analysis, and project management will be developed through analysis of re al-world datasets using R and RStudio while building tools for and understa nding of computational reproducibility and collaboration.
Average GPA: 3.77
Grade distribution records: 1,034 students across 12 terms.
Grade distribution
| Grade | Students | Percent |
|---|---|---|
| A+ | 48 | 4.6% |
| A | 581 | 56.2% |
| A- | 220 | 21.3% |
| B+ | 109 | 10.5% |
| B | 64 | 6.2% |
| B- | 8 | 0.8% |
| F | 4 | 0.4% |
Based on 1,034 student grade records across 12 terms and 2 professors.