<?xml version="1.0" encoding="UTF-8"?>
<rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom" xmlns:dc="http://purl.org/dc/elements/1.1/">
  <channel>
    <title>DEV Community: Stock master ds</title>
    <description>The latest articles on DEV Community by Stock master ds (@piyush_ds_d9d7dd38fb24166).</description>
    <link>https://dev.to/piyush_ds_d9d7dd38fb24166</link>
    <image>
      <url>https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F4071836%2Ff8c60fb5-1c37-4923-bc41-b7b562703d12.png</url>
      <title>DEV Community: Stock master ds</title>
      <link>https://dev.to/piyush_ds_d9d7dd38fb24166</link>
    </image>
    <atom:link rel="self" type="application/rss+xml" href="https://dev.to/feed/piyush_ds_d9d7dd38fb24166"/>
    <language>en</language>
    <item>
      <title>How I Built a Candlestick Recognition Game with JavaScript</title>
      <dc:creator>Stock master ds</dc:creator>
      <pubDate>Mon, 10 Aug 2026 18:06:00 +0000</pubDate>
      <link>https://dev.to/piyush_ds_d9d7dd38fb24166/how-i-built-a-candlestick-recognition-game-with-javascript-27f9</link>
      <guid>https://dev.to/piyush_ds_d9d7dd38fb24166/how-i-built-a-candlestick-recognition-game-with-javascript-27f9</guid>
      <description>&lt;p&gt;How I Built a Candlestick Recognition Game with JavaScript&lt;/p&gt;

&lt;p&gt;&lt;a href="https://www.stockmaster.in/stock-market-comics/category/technical-analysis/" rel="noopener noreferrer"&gt;Learning technical analysis&lt;/a&gt; can be difficult for beginners. Reading about candlestick patterns is one thing, but recognising a pattern quickly on a chart is a completely different skill.&lt;/p&gt;

&lt;p&gt;While working on financial education projects for StockMaster, I wanted to experiment with a simple idea:&lt;/p&gt;

&lt;p&gt;What if learning candlestick patterns felt more like a game than a textbook?&lt;/p&gt;

&lt;p&gt;That idea led me to build Candlestick Detective, a browser-based educational game that challenges players to identify candlestick patterns and learn what those patterns mean.&lt;/p&gt;

&lt;p&gt;The project combines financial education with HTML, CSS and JavaScript, without requiring a complicated game engine.&lt;/p&gt;

&lt;p&gt;The Basic Idea&lt;/p&gt;

&lt;p&gt;The gameplay is intentionally simple.&lt;/p&gt;

&lt;p&gt;A player is shown a candlestick pattern and has to identify it from several possible answers.&lt;/p&gt;

&lt;p&gt;For example, the choices might include:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Hammer&lt;/li&gt;
&lt;li&gt;Doji&lt;/li&gt;
&lt;li&gt;Shooting Star&lt;/li&gt;
&lt;li&gt;Engulfing Pattern&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;After selecting an answer, the game provides immediate feedback and explains the pattern.&lt;/p&gt;

&lt;p&gt;The objective isn't simply to achieve a high score. The game is designed to help players gradually become familiar with common candlestick formations.&lt;/p&gt;

&lt;p&gt;I wanted the learning process to follow a simple cycle:&lt;/p&gt;

&lt;p&gt;See → Identify → Answer → Learn → Repeat&lt;/p&gt;

&lt;p&gt;Why Use JavaScript?&lt;/p&gt;

&lt;p&gt;JavaScript was a natural choice because the game needed to run directly inside a web browser.&lt;/p&gt;

&lt;p&gt;There was no need for a large game engine or a complicated backend.&lt;/p&gt;

&lt;p&gt;JavaScript can handle the important parts of the game:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Selecting questions&lt;/li&gt;
&lt;li&gt;Displaying patterns&lt;/li&gt;
&lt;li&gt;Checking answers&lt;/li&gt;
&lt;li&gt;Calculating scores&lt;/li&gt;
&lt;li&gt;Tracking progress&lt;/li&gt;
&lt;li&gt;Providing feedback&lt;/li&gt;
&lt;li&gt;Moving to the next question&lt;/li&gt;
&lt;li&gt;Restarting the game&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;This also makes the game relatively lightweight and accessible on desktop and mobile devices.&lt;/p&gt;

&lt;p&gt;Creating the Game Data&lt;/p&gt;

&lt;p&gt;One of the first things I needed was a structured collection of questions.&lt;/p&gt;

&lt;p&gt;Instead of hard-coding every question separately, I used JavaScript objects.&lt;/p&gt;

&lt;p&gt;A simplified example looks like this:&lt;/p&gt;

&lt;p&gt;const questions = [&lt;br&gt;
  {&lt;br&gt;
    pattern: "Hammer",&lt;br&gt;
    options: [&lt;br&gt;
      "Hammer",&lt;br&gt;
      "Doji",&lt;br&gt;
      "Shooting Star",&lt;br&gt;
      "Morning Star"&lt;br&gt;
    ],&lt;br&gt;
    answer: "Hammer",&lt;br&gt;
    explanation:&lt;br&gt;
      "A hammer is commonly associated with a potential bullish reversal after a decline."&lt;br&gt;
  }&lt;br&gt;
];&lt;/p&gt;

&lt;p&gt;Each question contains the pattern name, possible answers, the correct answer and an educational explanation.&lt;/p&gt;

&lt;p&gt;This makes it easier to add more patterns later without rewriting the entire game.&lt;/p&gt;

&lt;p&gt;Randomising the Questions&lt;/p&gt;

&lt;p&gt;Showing the same questions in the same order would quickly become repetitive.&lt;/p&gt;

&lt;p&gt;JavaScript's randomisation capabilities make it easy to select questions dynamically.&lt;/p&gt;

&lt;p&gt;A simple approach is:&lt;/p&gt;

&lt;p&gt;const randomIndex = Math.floor(&lt;br&gt;
  Math.random() * questions.length&lt;br&gt;
);&lt;/p&gt;

&lt;p&gt;const currentQuestion = questions[randomIndex];&lt;/p&gt;

&lt;p&gt;The selected question can then be displayed to the player.&lt;/p&gt;

&lt;p&gt;For a larger game, the logic can be expanded to prevent the same question from appearing repeatedly during a single session.&lt;/p&gt;

&lt;p&gt;Checking the Player's Answer&lt;/p&gt;

&lt;p&gt;When a player selects an option, JavaScript compares the selected answer with the correct answer.&lt;/p&gt;

&lt;p&gt;A simplified version might look like:&lt;/p&gt;

&lt;p&gt;if (selectedAnswer === currentQuestion.answer) {&lt;br&gt;
    score++;&lt;br&gt;
    showFeedback("Correct!");&lt;br&gt;
} else {&lt;br&gt;
    showFeedback("Try again.");&lt;br&gt;
}&lt;/p&gt;

&lt;p&gt;The important part is that the game doesn't simply tell the player whether the answer is correct.&lt;/p&gt;

&lt;p&gt;It also provides an explanation.&lt;/p&gt;

&lt;p&gt;That turns the answer screen into another learning opportunity.&lt;/p&gt;

&lt;p&gt;Turning Mistakes Into Learning&lt;/p&gt;

&lt;p&gt;One of the most useful features of an educational game is immediate feedback.&lt;/p&gt;

&lt;p&gt;If someone incorrectly identifies a Shooting Star as a Hammer, simply displaying "Wrong" doesn't teach much.&lt;/p&gt;

&lt;p&gt;Instead, the game can explain the difference.&lt;/p&gt;

&lt;p&gt;For example:&lt;/p&gt;

&lt;p&gt;«A Shooting Star generally has a small real body near the lower part of the candle and a long upper shadow. It can indicate potential bearish pressure after an advance.»&lt;/p&gt;

&lt;p&gt;This approach allows the player to learn from mistakes while continuing the game.&lt;/p&gt;

&lt;p&gt;Adding a Scoring System&lt;/p&gt;

&lt;p&gt;A scoring system gives players a reason to stay engaged.&lt;/p&gt;

&lt;p&gt;A basic scoring model could award:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;+10 points for a correct answer&lt;/li&gt;
&lt;li&gt;0 points for an incorrect answer&lt;/li&gt;
&lt;li&gt;Bonus points for consecutive correct answers&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;For example:&lt;/p&gt;

&lt;p&gt;let score = 0;&lt;/p&gt;

&lt;p&gt;function checkAnswer(selectedAnswer) {&lt;br&gt;
    if (selectedAnswer === currentQuestion.answer) {&lt;br&gt;
        score += 10;&lt;br&gt;
    }&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;updateScore();
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;

&lt;p&gt;}&lt;/p&gt;

&lt;p&gt;The scoring system can later become more sophisticated with levels, streaks, timers and achievements.&lt;/p&gt;

&lt;p&gt;Making the Game Mobile-Friendly&lt;/p&gt;

&lt;p&gt;A browser game needs to work well on small screens.&lt;/p&gt;

&lt;p&gt;This was particularly important because many users access educational content from smartphones.&lt;/p&gt;

&lt;p&gt;The interface therefore needs:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Large buttons&lt;/li&gt;
&lt;li&gt;Readable text&lt;/li&gt;
&lt;li&gt;Clear candlestick graphics&lt;/li&gt;
&lt;li&gt;Simple navigation&lt;/li&gt;
&lt;li&gt;Minimal scrolling&lt;/li&gt;
&lt;li&gt;Touch-friendly controls&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;A game that works technically but is difficult to use on a phone isn't really a successful browser game.&lt;/p&gt;

&lt;p&gt;Connecting Game Development With Financial Education&lt;/p&gt;

&lt;p&gt;The interesting part of this project wasn't just writing JavaScript.&lt;/p&gt;

&lt;p&gt;It was deciding how to translate a financial concept into an interactive experience.&lt;/p&gt;

&lt;p&gt;Candlestick patterns have names, shapes and commonly discussed interpretations. A game can turn those characteristics into recognition challenges.&lt;/p&gt;

&lt;p&gt;Instead of asking:&lt;/p&gt;

&lt;p&gt;"What is a Hammer candlestick?"&lt;/p&gt;

&lt;p&gt;the game asks the player to look at a visual pattern and make a decision.&lt;/p&gt;

&lt;p&gt;That changes the learning experience from passive reading to active participation.&lt;/p&gt;

&lt;p&gt;Expanding the Concept&lt;/p&gt;

&lt;p&gt;Candlestick Detective is only one possible type of financial education game.&lt;/p&gt;

&lt;p&gt;The same development approach can be used for other topics.&lt;/p&gt;

&lt;p&gt;For example:&lt;/p&gt;

&lt;p&gt;Chart Pattern Detective&lt;/p&gt;

&lt;p&gt;Players identify patterns such as:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Head and Shoulders&lt;/li&gt;
&lt;li&gt;Double Top&lt;/li&gt;
&lt;li&gt;Double Bottom&lt;/li&gt;
&lt;li&gt;Triangle&lt;/li&gt;
&lt;li&gt;Flag&lt;/li&gt;
&lt;li&gt;Cup and Handle&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Technical Analysis Challenge&lt;/p&gt;

&lt;p&gt;Players could identify:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Moving average crossovers&lt;/li&gt;
&lt;li&gt;RSI conditions&lt;/li&gt;
&lt;li&gt;Support and resistance&lt;/li&gt;
&lt;li&gt;Breakouts&lt;/li&gt;
&lt;li&gt;Trendlines&lt;/li&gt;
&lt;li&gt;Volume signals&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;Fundamental Analysis Game&lt;/p&gt;

&lt;p&gt;Players could compare companies using:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Revenue&lt;/li&gt;
&lt;li&gt;Profit&lt;/li&gt;
&lt;li&gt;EPS&lt;/li&gt;
&lt;li&gt;P/E ratio&lt;/li&gt;
&lt;li&gt;Debt&lt;/li&gt;
&lt;li&gt;Cash flow&lt;/li&gt;
&lt;li&gt;Dividend information&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;This creates an opportunity to combine web development with financial education in many different ways.&lt;/p&gt;

&lt;p&gt;What I Learned From Building It&lt;/p&gt;

&lt;p&gt;The biggest lesson was that educational games don't have to be complicated.&lt;/p&gt;

&lt;p&gt;A simple combination of:&lt;/p&gt;

&lt;p&gt;HTML + CSS + JavaScript + good educational content&lt;/p&gt;

&lt;p&gt;can create an interactive learning experience.&lt;/p&gt;

&lt;p&gt;The difficult part isn't necessarily writing hundreds of lines of code.&lt;/p&gt;

&lt;p&gt;The bigger challenge is designing the interaction so that every click has a learning purpose.&lt;/p&gt;

&lt;p&gt;A good educational game should make the user curious, encourage them to think, provide feedback and make it easy to try again.&lt;/p&gt;

&lt;p&gt;Try the Candlestick Detective Game&lt;/p&gt;

&lt;p&gt;I built Candlestick Detective as part of StockMaster's collection of interactive stock-market learning games.&lt;/p&gt;

&lt;p&gt;The goal is simple: look at the candlestick, identify the pattern and learn from the explanation.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://www.stockmaster.in/universe/a-candlestick-detective/" rel="noopener noreferrer"&gt;https://www.stockmaster.in/universe/a-candlestick-detective/&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;You can also explore the broader collection of StockMaster stock-market learning games:&lt;/p&gt;

&lt;p&gt;&lt;a href="https://www.stockmaster.in/universe/category/stock-market-games/" rel="noopener noreferrer"&gt;https://www.stockmaster.in/universe/category/stock-market-games/&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;Final Thoughts&lt;/p&gt;

&lt;p&gt;Building Candlestick Detective showed me that financial education and web development can work surprisingly well together.&lt;/p&gt;

&lt;p&gt;JavaScript provides everything needed to create interactive browser-based learning experiences, while financial concepts provide an almost unlimited supply of ideas for challenges and simulations.&lt;/p&gt;

&lt;p&gt;The next step is to make these games more sophisticated while keeping them simple enough for beginners.&lt;/p&gt;

&lt;p&gt;Ultimately, the goal isn't to turn learning technical analysis into entertainment for its own sake.&lt;/p&gt;

&lt;p&gt;The goal is to make difficult concepts easier to understand by allowing people to practice, make mistakes and learn interactively.&lt;/p&gt;

</description>
      <category>frontend</category>
      <category>html</category>
      <category>javascript</category>
      <category>webdev</category>
    </item>
  </channel>
</rss>
