Spreadsheet and Visualization Basics with Stanford Tuition¶
(rough notes)
What we aren’t comparing (because it’s hard)¶
When we look at tuition rates, what is it we hope to figure out? Besides whether we can afford college, we also want to know – for any kind of transaction – whether we’re getting our money’s worth
- Schools in Stanford’s tier
- Stanford vs. state schools
- Stanford vs. not going to any school
Some examples:
20 years of tuition growth at national universities: https://www.usnews.com/education/best-colleges/paying-for-college/articles/2017-09-20/see-20-years-of-tuition-growth-at-national-universities
Tuition and Fees, 1998 through 2016: http://www.chronicle.com/interactives/tuition-and-fees
Average Tuition as % of Median Earnings: https://www.washingtonpost.com/news/grade-point/wp/2016/03/08/the-biggest-problem-facing-higher-education-in-one-chart/
Economic diversity and student outcomes at Stanford: https://www.nytimes.com/interactive/projects/college-mobility/stanford-university
Stanford and economic data¶
Stanford University Common Data Set 2007-2008
Stanford Financial Aid: The Student Budget (current)
Stanford Financial Aid: The Student Budget (Historical)
Inflation data tabulated by Inflation Calculator: http://www.usinflationcalculator.com/inflation/consumer-price-index-and-annual-percent-changes-from-1913-to-2008/
BLS Data portal: https://www.bls.gov/cpi/data.htm
Rough lecture¶
Lecture notes to be added later. Links to example data sheets and graphics
- 2017 tuition and costs (single-series)
- 2007 vs 2017 (multi-series)
- https://docs.google.com/spreadsheets/d/1IShBr2u-DB0SdIpa0jjQJdEW2_kVQyPEBDOAHAtuQGw/edit#gid=0
- Stanford tuition by year and decade
Charting tuition with respect to inflation
Some examples of why using a second y-axis is bad¶
- https://medium.com/towards-data-science/5-ways-data-visualizations-can-lie-46e54f41de37
- http://stephanieevergreen.com/two-alternatives-to-using-a-second-y-axis/
- https://medium.com/@zanarmstrong/one-set-of-data-many-stories-7710ed792faf
- https://medium.com/@zanarmstrong/part-ii-one-set-of-data-many-stories-c3d1d1272212
- http://www.thefunctionalart.com/2015/10/if-you-see-bullshit-say-bullshit.html