Commodity Investing: Top Technical Indicators

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In any asset class, the primary motive for any trader, investor, or speculator is to make trading as profitable as possible. In commodities, which include everything from coffee to crude oil, we will analyze the techniques of fundamental analysis and technical analysis, which are employed by traders in their buy, sell, or hold decisions.

The technique of fundamental analysis is believed to be ideal for investments involving a longer time period. It is more research-based; it studies demand-supply situations, economic policies, and financials as decision-making criteria.

Traders commonly use technical analysis, as it is appropriate for short-term judgment in markets, and analyzes the past price patterns, trends, and volume to construct charts in order to determine future movement.

Key Takeaways

  • The primary motive for any trader is to make as much profit as possible.
  • Traders need to first identify the market.
  • Momentum indicators are the most popular for commodity trading.

Identifying the Market for Commodities

Momentum indicators are the most popular for commodity trading, contributing to the trusted adage, “buy low and sell high.” Momentum indicators are further split into oscillators and trend-following indicators. Traders need to first identify the market (i.e., whether the market is trending or ranging before applying any of these indicators). This information is important because the trend following indicators do not perform well in a ranging market; similarly, oscillators tend to be misleading in a trending market.

Moving Averages

One of the simplest and most widely used indicators in technical analysis is the moving average (MA), which is the average price over a specified period for a commodity or stock. For example, a five-period MA will be the average of the closing prices over the last five days, including the current period. When this indicator is used intra-day, the calculation is based on the current price data instead of the closing price.

The MA tends to smooth out the random price movement to bring out the concealed trends. It is seen as a lagging indicator and is used to observe price patterns. A buy signal is generated when the price crosses above the MA from below bullish sentiments, while the inverse is indicative of bearish sentiments—hence a sell signal.

There are many versions of MA that are more elaborate, such as exponential moving average (EMA), volume adjusted moving average, and linear weighted moving average. MA is not suitable for a ranging market, as it tends to generate false signals due to price fluctuations. In the example below, notice that the slope of the MA reflects the direction of the trend. A steeper MA shows the momentum backing the trend, while a flattening MA is a warning signal there may be a trend reversal due to falling momentum.

Image by Sabrina Jiang © Investopedia 2021


In the chart above, the blue line depicts the nine-day MA, while the red line is the 20-day moving average, and the 40-day MA is depicted by the green line. The 40-day MA is the smoothest and least volatile, while the 9-day MA is showing maximum movement, and the 20-day MA falls in between.

Moving Average Convergence Divergence (MACD)

Moving average convergence divergence, otherwise known as MACD, is a commonly used and effective indicator developed by money manager Gerald Appel. It is a trend-following momentum indicator that uses moving averages or exponential moving averages for calculations. Typically, the MACD is calculated as 12-day EMA minus 26-day EMA. The nine-day EMA of the MACD is called the signal line, which distinguishes bull and bear indicators.

A bullish signal is generated when the MACD is a positive value, as the shorter period EMA is higher (stronger) than the longer period EMA. This signifies an increase in upside momentum, but as the value starts declining, it shows a loss in momentum. Similarly, a negative MACD value is indicative of a bearish situation, and an increase further suggests growing downside momentum.

If negative MACD value decreases, it signals that the downtrend is losing its momentum. There are more interpretations to the movement of these lines such as crossovers; a bullish crossover is signaled when the MACD crosses above the signal line in an upward direction.

Image by Sabrina Jiang © Investopedia 2021


In the chart above, the MACD is represented by the orange line and the signal line is purple. The MACD histogram (light green bars) is the difference between the MACD line and the signal line. The MACD histogram is plotted on the center line and represents the difference between the MACD line and the signal line shown by bars. When the histogram is positive (above the centerline), it gives out bullish signals, as indicated by the MACD line above its signal line.

Relative Strength Index (RSI)

The relative strength index (RSI) is a popular technical-momentum indicator. It attempts to determine the overbought and oversold level in a market on a scale of 0 to 100, thus indicating if the market has topped or bottomed. According to this indicator, the markets are considered overbought above 70 and oversold below 30. The use of a 14-day RSI was recommended by American technical analyst Welles Wilder. Over time, nine-day RSI and 25-day RSIs have gained popularity.

Image by Sabrina Jiang © Investopedia 2021


RSI can be used to look for divergence and failure swings in addition to overbought and oversold signals. Divergence occurs in situations where the asset is making a new high while RSI fails to move beyond its previous high, signaling an impending reversal. If the RSI falls below its previous low, a confirmation of the impending reversal is given by the failure swing.

To get more accurate results, be aware of a trending market or ranging market since RSI divergence is not a good enough indicator in case of a trending market. RSI is very useful, especially when used complementary to other indicators.

Stochastic

Famed securities trader George Lane based the Stochastic indicator on the observation that, if the prices have been witnessing an uptrend during the day, then the closing price will tend to settle down near the upper end of the recent price range.

Alternatively, if the prices have been sliding down, the closing price tends to get closer to the lower end of the price range. The indicator measures the relationship between the asset’s closing price and its price range over a specified period of time. The stochastic oscillator contains two lines. The first line is the %K, which compares the closing price to the most recent price range. The second line is the %D (signal line), which is a smoothened form of %K value and is considered the more important among the two. 

The main signal that is formed by this oscillator is when the %K line crosses the %D line. A bullish signal is formed when the %K breaks through the %D in an upward direction. A bearish signal is formed when the %K falls through the %D in a downward direction. Divergence also helps in identifying reversals. The shape of a Stochastic bottom and top also works as a good indicator. Say, for example, a deep and broad bottom indicates that the bears are strong and any rally at such a point could be weak and short-lived.

Image by Sabrina Jiang © Investopedia 2021


A chart with %K and %D is known as Slow Stochastic. The stochastic indicator is one of the good indicator that can be clubbed best with the RSI, among others.

Bollinger Bands® 

The Bollinger Band® was developed in the 1980s by financial analyst John Bollinger. It is a good indicator to measure overbought and oversold conditions in the market. Bollinger Bands® are a set of three lines: the centerline (trend), an upper line (resistance), and a lower line (support). When the price of the commodity considered is volatile, the bands tend to expand, while in cases when the prices are range-bound there is contraction.

Image by Sabrina Jiang © Investopedia 2021


Bollinger Bands® are helpful to traders seeking to detect the turning points in a range-bound market, buying when the price drops and hits the lower band and selling when the price rises to touch the upper band. However, as the markets enter trending, the indicator starts giving false signals, especially if the price moves away from the range it was trading. Bollinger Bands® are considered apt for low-frequency trend following.

The Bottom Line

There are many technical indicators available to traders, and picking the right ones is crucial to informed decisions. Making sure of their suitability to the market conditions, the trend-following indicators are apt for trending markets, while oscillators fit well in ranging market conditions. However, beware: applying technical indicators improperly can result in misleading and false signals, resulting in losses. Therefore, starting with Stochastic or Bollinger Bands® are recommended for those who are new to using technical analysis.

Investopedia does not provide tax, investment, or financial services and advice. The information is presented without consideration of the investment objectives, risk tolerance, or financial circumstances of any specific investor and might not be suitable for all investors. Investing involves risk, including the possible loss of principal.

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What Is a Bar Graph?

Written by admin. Posted in Technical Analysis

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What Is a Bar Graph?

A bar graph is a graphical representation of information. It uses bars that extend to different heights to depict value.

Bar graphs can be created with vertical bars, horizontal bars, grouped bars (multiple bars that compare values in a category), or stacked bars (bars containing multiple types of information).

Bar graphs are commonly used in business and financial analysis to display often complicated data. They can convey information quickly and effectively. In the financial industry, a volume chart is a commonly used vertical bar graph.

Key Takeaways

  • Bar graphs can display data in visual ways.
  • Bar graphs have an x-axis and a y-axis and can be used to compare one or more categories of data.
  • Data is presented via vertical or horizontal bars.
  • Bars can represent one or more labeled variables.
  • Bars can also be grouped together for comparative purposes.

Understanding a Bar Graph

The purpose of a bar graph is to convey relational information quickly in a visual manner. The bars display the value for a particular category of data.

The vertical axis on the left or right side of the bar graph is called the y-axis. The horizontal axis at the bottom of a bar graph is called the x-axis.

The height or length of the bars represents the value of the data. The value corresponds to levels on the y-axis.

The values on the x-axis can be any variable, such as time, earnings per share (EPS), revenue, or cash flow. Bar graphs are often used to depict trading volume for a security. They appear in a panel below a security’s price chart.

Image by Sabrina Jiang © Investopedia 2021


Bar Graph Properties

Certain aspects of a bar graph separate them from other types of graphs and charts.

  • The bars on a bar graph have equal width and interval spacing.
  • Bars can run vertically or horizontally.
  • Bars share the same starting point or base. In other words, all bars will start at the bottom of the graph and extend upward (vertically) or they’ll start at the side of the graph and extend across (horizontally).
  • The y-axis of a bar graph is the side or vertical axis.
  • The x-axis of a bar graph is the bottom or horizontal axis.
  • Data value is defined on the y-axis; data type is defined on the x-axis.
  • Bar height or extension corresponds to the value of data.
  • The higher or longer a bar, the greater the value.
  • If colors are used, a bar graph may include a legend that defines them.

Bar Graph Types

Vertical Bar Graph

A vertical bar graph contains data that’s displayed vertically using rectangular bars that represent a measure of data. The rectangular bars start and extend from the bottom x-axis. The y-axis allows users to measure the height of the bars against specific levels of value inscribed on it. Usually, the higher the bar, the greater the value.

Horizontal Bar Graph

A horizontal bar graph contains data that’s displayed horizontally using rectangular bars that represent a measure of data. The rectangular bars start and extend from the side y-axis, In this case, the x-axis allows users to measure the length of the bars against specific levels of value inscribed on it. Usually, the longer the bar, the greater the value.

Grouped Bar Graph

Grouped bar graphs, also called clustered bar graphs, represent discrete values for more than one item in the same category. The separate, rectangular bars are grouped together. Essentially, they break down the overall value (or items) for (or within) the category. A grouped bar graph could display more than one category, each with its separate rectangular bars. The information can be depicted vertically or horizontally.

Stacked Bar Graph

Stacked bar graphs, also known as composite bar graphs, divide a total into parts. These parts are typically identified using different colors within the same rectangular bar. So, a single rectangular bar that represents a total will display several parts and colors. The parts need to be labeled for identification. The information can be depicted vertically or horizontally.

Bar Graph Uses

  • A bar graph is used to present data visually
  • It can be used by industries to convey complicated information easily
  • It can compare different variables and values
  • It can reveal and facilitate the study of patterns over time
  • It can compare various sets of data
  • It can display categories and sub-categories
  • It can display results of surveys

In technical analysis, a volume bar chart shows how much trading volume there was on a particular day. The x-axis displays days, while a bar extending up from any day depicts the amount of volume, as measured by the y-axis.

When a bar graph has a well-defined zero point and the data set has both positive and negative values in relation to this point, both ranges of values can be displayed. Bars above the zero line typically represent positive values, while bars below the zero line typically show negative values.

Example of a Bar Graph

Many traders employ a moving average convergence divergence (MACD) histogram, which is a popular technical indicator that illustrates the difference between the MACD line and the signal line.

The following daily price chart for Apple stock shows three types of bar graphs.

Image by Sabrina Jiang © Investopedia 2021


Extending from the right is price by volume, a type of horizontal bar graph which shows volume dispersion based on price.

Along the bottom of the chart, volume is shown using a vertical bar graph. It displays bars representing the number of shares traded per day.

Finally, the MACD histogram at the very bottom shows the separation between the MACD and the signal line. When the histogram crosses the zero line it means the MACD and signal line have crossed, which some traders use as a trade signal.

Bar Graph vs. Bar Chart

A bar graph shows data in columns, while a bar chart is a technical analysis tool that displays the open, high, low, and close prices for a particular security during a specific time period (such as a day or week) using a vertical bar. Small horizontal lines extend to the left and right of the vertical bar to show the open and close prices. The top and bottom of each bar represent the high and low prices for the period.

Unlike the bar graph, the price bar chart only covers relevant prices and does not extend all the way up from the x-axis.

Bar Graph vs. Histogram

The most immediately noticeable difference between a bar graph and a histogram is that the bars in a bar graph typically don’t touch each other (other than in a grouped bar graph). A histogram is a type of bar graph where the bars have no gaps between them.

A histogram is used to depict the frequency distribution of variables in a data set. A bar graph depicts a comparison of discrete or categorical variables. Furthermore, a histogram displays distribution frequency as a two-dimensional figure: the height and width of rectangles have specific meanings. Both can vary. A bar graph is one-dimensional. The height of the rectangular bars represents something specific while the width is meaningless.

Bar Graph Limitations

A bar graph is a way to display information. How the data is chosen to be displayed could affect its interpretation. For example, if too large of a scale is chosen, then the data may appear insignificant when in actuality, it’s not. The scale doesn’t allow for an appropriate comparison.

In addition, bar graphs may make data look compelling when it actually lacks substance. For example, looking at only a few days worth of volume data in a stock doesn’t provide much relevant information. Yet comparing recent volume to volume over the last year can provide a technical trader with useful information for trading decisions.

What Are Some Benefits of a Bar Graph?

A bar graph can be of great use when you have to explain the meaning of complex data. It allows you to compare different sets of data among different groups easily. It instantly demonstrates this relationship using two axes, where the categories are on one axis and the various values are on the other. A bar graph can also illustrate important changes in data throughout a period of time.

Why Are Bar Graphs Used?

They’re used to present data, or a concept involving data, in a visual way. This can make it easier for people to quickly understand the meaning of the data. In addition, presenting data graphically rather than through text or the spoken word can be an efficient and faster way to communicate.

What Are the Types of Bar Graphs?

There are horizontal and vertical bar graphs. There are also stacked and grouped bar graphs. While histograms are similar in appearance to bar graphs, they represent data in a different way.

The Bottom Line

A bar graph can be a very useful business tool that helps deliver complicated data and concepts in a way that’s easy to understand.

The overall relationship of the data (and, thus, the main point that a company is making with its presentation) is illustrated using the y-axis (values) and the x-axis (categories).

Traders use volume bar graphs every day. These can measure, for example, the number of trades executed over a certain time period (such as a day) for different securities. Or, they can indicate the volume of trades at particular prices for a security.

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SUNS at CELTICS | FULL GAME HIGHLIGHTS | February 3, 2023

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The Phoenix Suns defeated the Boston Celtics, 106-94. Mikal Bridges recorded 25 points for the Suns, while Chris Paul added 15 points, 6 rebounds, and 8 assists in the victory. Jaylen Brown (27 points, 8 rebounds, 4 assists) and Jayson Tatum (20 points, 6 rebounds, 5 assists) combined for 47 points for the Celtics. The Suns improve to 28-26 on the season, while the Celtics fall to 37-16.

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