Market Data

Understanding what the numbers actually mean.

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Reading Candlesticks

What am I looking at?

Every candlestick packs four numbers into one compact shape: the open (where the price started), the close (where it ended), the high (the peak), and the low (the trough). The thick "body" shows the range between open and close, while the thin "wicks" extend to the day's extremes. Think of each candle as a short story about the fight between buyers and sellers during that time period.

A green candle means the close was higher than the open — buyers won. A red candle means the close was lower — sellers won. The longer the body, the more decisive the victory. A long upper wick tells you the price tried to climb higher but got rejected back down. A long lower wick means it tried to fall further but buyers stepped in to support it.

Once you can read these shapes, a price chart stops being a random squiggle and starts telling a story. You can spot momentum, hesitation, and turning points — all from the anatomy of a single candle.

Candlestick Anatomy

BearishBullish
High $150.20Low $140.10Open $142.50Close $147.80Upper WickLower WickBody

Bullish: Price closed higher than it opened (+$5.30)

AAPL — Last 30 Trading Days

Hover a candle for details

Challenge

1 / 3

A candlestick has a small green body and a very long upper wick. What does this tell you?

Understanding Volume

How much conviction is behind this move?

Price tells you what happened. Volume tells you how much people cared. Volume is simply the number of shares traded during a given period — each bar on a volume chart represents the total shares that changed hands that day. On its own, volume doesn't tell you direction, but combined with price it tells you something crucial: conviction.

A big price move on high volume is significant — lots of participants actively decided to buy or sell at that new price. But the same price move on low volume? That might just be a handful of trades in a thin market, and it's far less trustworthy as a signal.

Think of it like an election: there's a huge difference between 10,000 people voting and 50 people voting. The result might be the same, but the meaning is completely different. Volume is your vote count.

AAPL — Last 30 Trading Days

Up dayDown dayHigh volume (>1.5x avg)

Challenge

1 / 3

Stock A rises 5% on 10x average volume. Stock B rises 5% on 0.3x average volume. Which move is more likely to sustain?

Order Book & Bid-Ask Spread

Where buyers and sellers actually meet

Every stock has two prices at any moment: the bid (the highest price someone is willing to pay) and the ask (the lowest price someone is willing to sell for). The gap between them is the bid-ask spread — think of it as the cost of trading right now instead of waiting. Highly liquid stocks like Apple might have a spread of just one cent, while a thinly traded penny stock could have a spread of 10 cents or more. That spread is money out of your pocket every time you trade.

The order book is the queue of all pending buy and sell orders at various prices. Bids stack up below the current price (buyers waiting for a deal), and asks stack up above it (sellers waiting for a premium). When you place a market order, you don't just get the best price — your order eats through the book level by level. A 100-share order might fill instantly at the best ask, but a 50,000-share order will blow through multiple levels and pay progressively worse prices. That difference is slippage, and it's why large institutional traders break orders into smaller pieces.

AAPL Order Book

Mock data — 15 levels
QtyBid Price
300181.99
550181.98
380181.97
700181.96
1,200181.95
450181.94
600181.93
350181.92
800181.91
4,500181.90
520181.89
650181.88
370181.87
580181.86
3,200181.85
Ask PriceQty
182.00400
182.01480
182.02620
182.03550
182.04380
182.051,500
182.06500
182.07680
182.08400
182.09350
182.104,200
182.11460
182.12600
182.13550
182.144,800
Spread: $0.01 (0.005%)

What If I Buy…

500 shares
10050,000

Shares

500

Best Ask

$182.00

Worst Fill

$182.01

Average Fill

$182.0020

Slippage

$1.00 (0.001%)

Total Cost

$91,001.00

Buying 500 shares eats through 2 levels. Average price $182.0020 is $0.0020 above best ask.

Challenge

1 / 3

A stock's best bid is $49.95 and best ask is $50.05. The bid-ask spread is $___

Market Cap & Comparing Stocks

Why share price alone is meaningless

You hear "Apple is $230 a share" and "GameStop is $25 a share" and think Apple must be worth more. But share price on its own is meaningless — it's like comparing two pizzas by the price of a single slice without knowing how many slices each has. What actually matters is market capitalization: the share price multiplied by the total number of shares outstanding. That gives you the market's answer to "how much is this entire company worth?"

Companies are grouped into categories by their market cap: Mega Cap (>$200B) are the tech giants and global conglomerates, Large Cap ($10–200B) are well-established household names, Mid Cap ($2–10B) are growing companies that have proven themselves, Small Cap ($300M–2B) are younger or niche players, and Micro Cap (<$300M) are the smallest publicly traded companies. A stock's cap category tells you a lot about its risk profile, liquidity, and the kind of investor it attracts.

Stock Split in Action

Share Price

$400

Shares Outstanding

1B

Market Cap

$400B

TechCo — $400/share, 1B shares outstanding

Challenge

1 / 3

$25 share price × 4B shares outstanding. Market cap: $___billion