summizeralert

slower so there’s more hassle swapping discs. One time use media generates trash when the data on the disc is obsolete. Discs are a better fit when the use case calls for read only access or physical copies cheap enough to literally hand out. Such as ransomware resistance or evidence chain of custody. For offline copies you could just be diligent in unplugging external hard drives and testing backups. reply

yep

The concept of an "actual cost basis" for the entire U.S. stock market is not straightforward or directly observable, as it would require tracking every individual purchase price of every stock held by all investors—a task that is both logistically impossible and economically meaningless. Here’s why:

Key Challenges in Defining "Cost Basis" for the Market Diverse Ownership Structures:

Stocks are owned by individuals, institutions (pensions, mutual funds, hedge funds), governments, and foreign entities. Each group buys/sells stocks at different times and prices. Even within individual stocks, ownership is fragmented across millions of buyers with varying entry points. Dynamic Pricing:

Stock prices fluctuate constantly. A stock’s current price ($X today) does not reflect the average price paid by all current holders. For example: Some holders bought at 10,othersat50, and still others at $100. New buyers enter at today’s price, while existing holders may have held for decades. No Centralized Tracking:

There is no system to aggregate all historical purchase prices for every stock. Exchanges track trades, but not individual investor purchase histories. Alternative Metrics That Approximate "Cost Basis" While no single number exists, here are related concepts that might shed light:

1. Market Capitalization (Market Cap): Definition: Current stock price × total outstanding shares. Use: Reflects the market’s valuation of a company or the entire market (e.g., S&P 500 market cap). Limitation: Not a cost basis—it measures today’s value, not what investors paid. 2. Average Purchase Price for Index Funds: For passive investors (e.g., S&P 500 funds), cost basis depends on when they bought. Example: A fund using dollar-cost averaging buys more shares during downturns and fewer during rallies, lowering its average cost basis over time. Data for major index funds (e.g., Vanguard S&P 500 ETF) is public but only applies to specific funds, not the entire market. 3. Book Value: Definition: A company’s historical cost of equity minus depreciation/amortization (for accounting purposes). Use: Reflects the book value of shareholders’ equity, not the average price paid by investors. Example: If a company issued stock at 10pershareandneverrepurchasedshares,itsbookvaluemightbe10/shares, but current market value could be $50/shares. 4. Average Price Paid by Retail Investors: Surveys (e.g., by brokerage firms) occasionally estimate this for specific stocks or sectors. Example: A study might find that retail investors bought Tesla stock at an average price of $800/share over the past year. Limitation: Data is sparse, skewed toward recent activity, and not comprehensive. Why This Matters (or Doesn’t) For Individual Investors: Your personal cost basis matters for tax calculations (e.g., capital gains/losses). For the Market: The collective "cost basis" of all holders has no direct economic significance. What matters is: Current Valuation: How much the market values companies today. Market Sentiment: Investor psychology driving prices up or down. Fundamentals: Earnings, growth, debt, etc. Final Takeaway There is no single "actual cost basis" for the entire U.S. stock market. If you’re asking this question out of curiosity about market valuation, focus on metrics like market cap, P/E ratios, or index performance (e.g., S&P 500 history). For personal financial planning, track your own cost basis for individual stocks using brokerage records.

Tech giants like Meta and Amazon restarted large-scale hiring in Q4 2023-Q1 2024, with software engineer roles increasing by ~18% YoY (LinkedIn data). However:

Entry-level positions face fierce competition (average response rate <20%). Senior roles (5+ years) command salaries exceeding $150K, especially for AI/machine learning and full-stack experts.