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Time series graphs can be used to visualize trends in counts or numerical values over time. Because date and time information is continuous categorical data (expressed as a range of values), points are plotted along the x-axis and connected by a continuous line. Missing data is displayed with a dashed line.
To create a time series plot in Excel, first select the time (Daytime in this case) Column and then the data series (stream flow in this case) column. Next, click on the Insert ribbon, and then select Scatter. From scatter plot options, select Scatter with Smooth Lines as shown below.
A time series chart, also called a times' series graph or time series plot, is a data visualization tool that illustrates data points at successive intervals of time. A time series chart can be thought of as a series of snapshots that have been taken at regular intervals.
Time series consist of four components: (1) Seasonal variations that repeat over a specific period such as a day, week, month, season, etc., (2) Trend variations that move up or down in a reasonably predictable pattern, (3) Cyclical variations that correspond with business or economic 'boom-bust' cycles or follow their
Select data for the chart. Select Insert > Recommended Charts. Select a chart on the Recommended Charts tab, to preview the chart. Note: You can select the data you want in the chart and press ALT + F1 to create a chart immediately, but it might not be the best chart for the data. Select a chart. Select OK.
In the chart, right-click the category axis, and then click Format Axis. In the Format Axis pane, select the Axis Options tab. Expand Axis Options, and then under Axis Type, make sure Date axis is selected. Under Units, next to Base, select Days, Months, or Years. Notes:
Click on the chart to open the Format Chart Area Pane. Click on Chart Options and select Horizontal (Value) Axis. Click the Axis Option Icon. Open the Axis Options dropdown triangle. Make changes to the Bounds, Units, and so on to adjust the time-scale to display the chart in the manner you wish.

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