Everyday planning
Debt Payoff Calculator
See how long your debts may take to repay and how much interest you may pay.
Financial calculatorsLearning resources and primary sources
Find the tools, explanations, books, and source material used throughout Dane Does Data Finance.
Independent examples, not endorsements.
Dane Does Data is not sponsored by, affiliated with, or endorsed by any company, product, or service listed here. These links are offered as example resources for further research—not as a recommendation that a particular product or service is right for you. Providers, features, fees, rates, and terms can change; review current information directly with each provider before making a decision.
Calculators
Long-term investing
VT Compounding Calculator
See how dividend reinvestment turned an earlier VT purchase into more shares.
Everyday planning
Time Funded Calculator
Turn a savings rate into the time required for each phase of the 15/3/2 strategy.
Retirement planning
72(t) SEPP Calculator
Compare the three IRS methods for substantially equal periodic payments from a retirement account.
Retirement planning
Retirement Calculator
Explore how contributions, future income, expenses, withdrawals, and modeled returns may shape retirement.
Everyday planning
Net Worth Calculator
Add assets and liabilities to calculate today’s starting point and identify a useful next milestone.
Account structure
A practical money flow
Give every account one job
See how checking, emergency savings, an employer plan, a Roth IRA, and taxable brokerage can work together—from immediate access to long-term growth.
Quotes
FranklinCovey
Habit 2: Begin With the End in Mind
“Begin With the End in Mind” — define the desired result first, then align today’s decisions with it. Road trips are easier with GPS, and scavenger hunts are easier when you know what is on the list.
James Clear
You Do Not Rise to the Level of Your Goals; You Fall to the Level of Your Systems
Clear makes the point that every team wants to win the championship, but not every team trains the same way. Improve the system, and the results have room to follow.
Often attributed to Seneca
Luck Is What Happens When Preparation Meets Opportunity
The Seneca attribution appears to be modern rather than ancient, but the practical formula holds: preparation puts you in position to capitalize when opportunity appears.
Recommended Reading
External resources
Vanguard
Vanguard Cash Plus Account
An emergency-savings example with direct deposit, bill payments, and advertised PayPal and Venmo compatibility.
Vanguard
Vanguard Total World Stock ETF Portfolio Composition
Vanguard's portfolio composition details for the Total World Stock ETF (VT).
Vanguard
Vanguard Total World Stock ETF Performance
Vanguard's historical performance and fee details for the Total World Stock ETF (VT).
Fidelity
Understanding Sequence of Returns Risk
An educational overview of sequence-of-returns risk near and during retirement.
Wikipedia
Trinity Study
Background on the historical research commonly associated with the traditional 4% withdrawal rule.
S&P Dow Jones Indices
SPIVA Scorecards
Scorecards comparing actively managed funds with their benchmark indices across time horizons.
The Money Guy Show
How to Win Financially in the Messy Middle
Additional perspective on the long accumulation period between foundational steps and financial independence.
The Money Guy Show
The First Rule of Investing Is a Lie
Additional perspective on continuing to invest consistently through changing market conditions.
Innovest
When Is the Right Time to Invest in the Stock Market?
An external analysis of First Trust's bull- and bear-market history chart and the case for time in the market.
JL Collins
Selecting Your Asset Allocation
JL Collins on choosing an asset allocation and rebalancing it annually.
Kitces.com
The Portfolio Size Effect and Using a Bond Tent to Navigate the Retirement Danger Zone
An explanation of retirement-date risk, sequence-of-returns risk, and bond-tent glidepaths.