# Trend line functions

Excel trendline equation is wrong - reasons and fixes Excel trendline types When adding a trendline in Excel, you have 6 different options to choose from.

Additionally, Microsoft Excel allows displaying a trendline equation and R-squared value in a chart: Trendline equation is a formula that finds a line that best fits the data points. R-squared value measures the trendline reliability - the nearer R2 is to 1, the better the trendline fits the trend line functions. Below, you will find a brief description of each trendline type with chart examples.

• How to learn to think and make money
• The Trend Function as an Array Formula: If more than one new y-value is to be calculated by the Excel Trend function, the new values will be returned as an array.
• The type of data you have determines the type of trendline you should use.

Linear trendline The linear trend line is best to be used with linear data sets when the data points in a chart resemble a straight line. Typically, a linear trendline describes a continuous rise or fall over time.

## Trend and Forecasting

For example, the following linear trendline shows a steady increase in sales over 6 months. And the R2 value of 0. Exponential trendline The exponential trendline is a curved line that illustrates a rise or fall in data values at an increasing rate, therefore the line is usually more curved at one side. This trendline type is often used in sciences, for example to visualize a human population growth or decline in wildlife populations.

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2. Excel trendline types, equations and formulas
3. Trend and Forecasting | Standard | Formulas | Analyze Data | Documentation | Learning
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Please note that an exponential trendline cannot be created for data that contains zeros or negative values. A good example of an exponential curve is the decay in the entire wild tiger population on the earth. Logarithmic trendline The logarithmic best-fit line is generally used to plot data that quickly increases or decreases and then levels off.

It can include both positive and negative values.

An example of a logarithmic trendline may be an inflation rate, which first is getting higher but after a while stabilizes. Polynomial trendline The polynomial curvilinear trendline works well for large data sets with oscillating values that have more than one rise and fall.

## TREND function and other ways to do trend analysis in Excel

Generally, a polynomial is classified by the degree of the largest exponent. The degree of the polynomial trendline can also be determined by the number of bends on a graph.

After that, create a new line chart for the extended data set B1:C Below I will briefly describe a few other techniques. For example, by analyzing the recent sales numbers, you can determine the cash flow trend and understand how your business has performed and is currently performing. Forecast is something that relates to the future.

Typically, a quadratic polynomial trendline has one bend hill or valleya cubic polynomial has 1 or 2 bends, and a quartic polynomial has up to 3 bends.

When adding a polynomial trendline in an Excel chart, you specify the degree by typing the corresponding number in the Order box on the Format Trendline pane, which is 2 by default: For example, the quadratic polynomial trend is evident on the following graph that shows the relationship between the profit and the number of years the product has been on the market: rise in the beginning, peak in the middle and fall near the end.

## Choosing the best trendline for your data

Power trendline The power trend line is very similar to the exponential curve, only it has a more symmetrical arc. It is commonly used to plot measurements that increase at a certain rate. A options tutorials trendline cannot be added to an Excel chart that contains zero or negative values.

As an example, let's draw a power trendline to visualize trend line functions chemical reaction rate.

Note the R-squared value of 0. Moving average trendline When the data points in your chart have a lot of ups and downs, a moving average trendline can smooth the extreme fluctuations in data values to show a pattern more clearly.

For this, Excel calculates the moving average of the number of periods that you specify 2 by default and puts those average values as points in the line.

The higher the Period value, the smoother the line. A good practical example is using the moving average trendline to reveal fluctuations in a stock price that otherwise would be difficult to observe.

For more information, please see: How to add a moving average trendline to an Excel chart. Excel trendline equations and formulas This section describes the equations that Excel uses for different trendline types.

### Excel TREND function

You do not have to build these formulas manually, simply tell Excel to display the trendline equation in a chart. Also, we will discuss the formula to find the slope of a trendline and other coefficients. The formulas assume that you have 2 sets of variables: independent variable x and dependent variable y.

In your worksheets, you can use these formulas to get the predicted y values for any given values of x.

For consistency, we will be using the same data set with slightly varying values for all the examples. However, please keep in mind that it's only for demonstration purposes. In your real worksheets, you trend line functions choose the trendline type corresponding to your data type.

I will try to explain the differences and when to use them. On Tableau, you can download the Superstore sample dataset and put sales on Columns and Profit on the Y-axis to follow along. If we choose the circle under the marks card we get a scatter plot. Here this would try to see the relationship between sales and profit.

Important note! The trendline formulas should only be used with XY scatter charts because only this chart plots both x and y axes as numeric values. For more information, please see Why Excel trendline equation may be wrong.

On a chart, it's the point where the trendline crosses the y axis. For linear regression, Microsoft Excel provides special functions to get the slope and intercept coefficients. Depending on the degree of your polynomial trendline, use one of the following sets of formulas to get the constants. Excel trendline equation is correct only in scatter charts Excel trendline formulas should only be used with XY scatter graphs because only in this chart type both the y-axis and x-axis trend line functions plotted as numeric values.

In line chartscolumn and bar graphsnumeric values are plotted only on the y-axis.