Excel scatter plot. Next, choose the Insert tab and.
Look for Charts group. For example, you can choose “Scatter with Only Markers” or “Scatter with Smooth Lines and Markers. First, highlight cells A2:B16 as follows: Next, click the Insert tab along the top ribbon, and then click the first plot option under Scatter: This produces the following scatterplot: Step 3: Add a Trendline. Click on the "Insert" tab at the top of the Excel window, then click on the "Scatter" chart icon in the Charts group. Select an empty cell. Apr 2, 2023 · それでは エクセルの散布図の基本的な作り方 を説明します。. A huge number of shapes is displayed. Select “Scatter” from the options in the “Recommended Charts” section of your ribbon. Insert a chart and add an exponential trendline (similar to Method 1 ). With the dummy data, the chart looks like this when just inserted: Now some formatting changes have to be made to the chart. Click the Insert tab along the top ribbon, then click the first chart option under Insert Scatter in the Jan 20, 2024 · Select the scatter plot by clicking anywhere on it to launch the three icons on the right of the plot. After selecting your data, click on the ‘Insert’ tab on the Excel ribbon and then click on the ‘Scatter’ chart type. After that, we utilize the Excel shapes to add a vertical line to that scatter plot. Custom Error Bars. This would bring a small text box to the top of your chart. Select the value of both the columns you want to plot. The following are the advantages of using the Scatter Plots in Excel: The scatter charts help determine the relationship between two or more variables, and they mainly showcase the relationship of one variable concerning another. ). In the Edit Series window, click in the first box, then click the header for column D. Note: we used the AVERAGE function to calculate the May 20, 2023 · To create a scatter plot in Excel, enter your data in a spreadsheet and select the data series you want to plot. Inserting a scatter plot in Excel. A scatter plot works by placing one variable on the vertical axis and a different variable on the horizontal axis. This is a useful tool that can help you understand data better. May 20, 2023 · Creating a scatter plot in Excel is a simple and effective way to visualize data and communicate insights to your audience. Find out how to organize data, choose chart types, customize axes, add labels, and more. Sep 2, 2021 · Step 3: Create the Scatterplot. Enter the Break Value in cell C11. First, let’s enter a simple dataset into Excel: Step 2: Create a Scatterplot. com/Excel/Resources/How-to-make-a-scatter-plot-in-Excel?utm_source=youtube&utm Add up/down bars. Next, highlight the cells in the range B2:C9. Use the Filter section of the pop-up box to filter by color, condition, or value. Demonstrate how to add a horizontal line using the "Add Chart Element" feature in Excel. In the dropdown menu, hover over "Gridlines" and then select "Horizontal Gridlines. Jun 27, 2023 · Click on the “Insert” tab on the top of the screen. 1, 1, 10, 100, 1000), you can follow these simple steps: 1. In a blank workbook, create two columns of data. Then select the Data Labels and click on the black arrow to open More Options . Select the "Insert" tab, followed by the "Scatter" icon within the "Charts" group. To add awesome custom error bars, execute the following steps. Click "Chart Elements": In the top-right corner of the chart, click on the "+" icon and select "Chart Elements". Jun 27, 2023 · Step 3: Insert the Scatterplot. Choose Chart: From the drop-down menu, choose the style of scatter plot that best fits your data. Click Add Trendline on the menu. You can label the data points in the X and Y chart in Microsoft Excel by following these steps: Click on any blank space of the chart and then select the Chart Elements (looks like a plus icon). Right click this blank chart > Select Date Source > click Add > Enter the Series Name, such as Label A, select the data range for X values and Y values. Next, highlight the cell range H2:H4, then click the Insert tab, then click the icon called Clustered Column within the Charts group: The following bar chart will appear that shows the mean number of points scored by each team: To add the standard deviation values to each bar, click Now that your data is inputted into Excel, you can move on to creating the scatter plot: Select Data: Click on the “Insert” tab and then select the “Scatter” option from the Charts group. Scatter chart (or scatter plot or X Y chart) shows relationship between two variables. [5] 7. Go to the Insert tab >> click on Shapes. Note: we used the AVERAGE function to calculate the A scatter plot is a built-in chart type in Excel meant to show the relationship between two variables. By following these simple steps and applying some basic tips for creating effective graphs, you can create professional-quality scatter plots that make your data easy to understand and Oct 18, 2023 · 6. To turn this scatter plot into a quadrant chart, we’ll first click on the horizontal and vertical gridlines and delete both: Mar 16, 2023 · Learn how to make a scatter plot in Excel to show the relationship between two variables. For the detailed step-by-step instructions, please see: How to create scatter plot in Excel; How to add trendline to Nov 9, 2023 · Inserting a Scatter Plot. Click on the "Scatter" chart type in the Charts group. Select the cells in the formula columns (cells D2:E15) and create the chart using Insert / Scatter Plot on the Ribbon. Sep 9, 2013 · Select one of the Area data series (still plotted as XY), press Ctrl+1 to open the Format Series Task Pane or Dialog, and choose Secondary Axis. Instead, create a (longer) table that has a column for the city, for the priority and the corresponding value: See full list on howtogeek. With the scatter plot selected, click on the "Chart Elements" button (the plus sign icon) that appears next to the chart. This process will create a blank scatter plot graph in your worksheet. Mar 16, 2023 · Excel trendline equation is correct only in scatter charts. Nov 25, 2020 · Very simple and general answer: Right click the graphic portion of the axis you wish to change; a menu will appear, select "Edit axis", "Properties" or similar (actual choice depends on Excel version, or if using e. Click OK. Click on the insert scatter or bubble chart option noted by 3 in the illustration below. Oct 6, 2023 · Select and group data points by category and add a trend line to enhance clarity. Using the Excel Scatter Plot (Linear Trendline) Select the X and Y coordinate values and click Insert >> Charts >> Scatter. By plotting two sets of numbers as one series of xy coordinates, you can see if there’s a pattern or relationship between them. Select the chart and make adjustments by clicking + (plus) to display elements you can apply or alter. B. Mar 15, 2021 · In this tutorial, I’m going to show you how to easily add a trendline, equation of the line and R2 value to a scatter plot in Microsoft Excel. Remove the legend. 6. Select the scatter plot: Click on the plot area of your scatter chart to select it. Select the type of scatter plot you want to create. The simplest option is usually the best to start with, as you can always add more features later. You can quickly show a chart like this by changing your chart to a combo chart. Add the interpolation value in the chart. Oct 18, 2017 · Want to know how to create a scatter plot in Excel? Here's a guide on how we created a simple chart based on performance numbers. Along the top ribbon, click the Insert tab and then click Insert Scatter (X, Y) within the Charts group to produce the following scatterplot: The (X, Y) coordinates for each group are shown, with each group Advantages of using Scatter Plots in Excel. Create a new spreadsheet and input the values for your two variables into separate columns. 2. By default, Excel will create a chart with markers and lines; however, you can choose to display only markers. 1. Click on the scatter plot icon and choose the type of scatter plot you want to create. Under “Charts,” select “Scatter. Click on the Chart: Click on your scatter plot to select it. Next, highlight the cell range A1:C11, then click the Insert tab along the top ribbon, then click the Scatter icon within the Charts group: The following scatter plot will automatically appear: The blue dots represent the sales each year for Product A and the orange dots represent the sales for Product B each year. Choose the first scatter plot option (the one with data points not connected by lines). In the Select Data Source dialog box, select the VerticalLine series and click Edit. Finally, customize your scatter plot, add data labels if desired, and save it. LibreOffice). In the chart, select the data series that you want to add up/down bars to. In this tutorial, I will show you how to make a scatter plot in Excel, the different types of scatter plots, and how to customize these charts. Jun 29, 2024 · Steps. VIDEO CHAPTERS0 How to Generate a Scatter Plot in Excel. Feb 5, 2024 · In this forum, we are Microsoft consumers just like yourself. Then, go to the “ Insert ” tab of your Excel menu bar and click on the scatter plot icon in the To create a scatter plot with text labels in Excel, follow these steps: 1. This video sh Dec 7, 2019 · To create or make Scatter Plots in Excel you have to follow below step by step process, Select all the cells that contain data. Finally, select the scatter chart option. In the Charts group of the ‘Insert’ tab, you’ll find the ‘Scatter’ option. Apr 15, 2017 · 1. A dialog, panel or similar will open; again depending on the actual software and version. Here's the step-by-step method to achieve the result you referenced (and hopefully solves your problem). Select the two columns of data that you want to plot on the scatter plot. Next, we will create a scatter plot to visualize the values in the dataset. Improve this answer. Step 1: Adding a Break Value and a Restart Value. Select Paste Special Select Add. Click on it to see the different types of scatter plots you can create. By understandi Dec 20, 2021 · Go to the Home tab, click the Sort & Filter drop-down arrow in the ribbon, and choose "Filter. In cell F7, enter the following formula: =GROWTH(C5:C12,B5:B12,F6,2) Press ENTER to find the interpolated value. Step 4: Customize the Chart. From here, select the scatter plot that best fits your data. Under Chart group, you will find Scatter (X, Y) Chart. " Click the arrow at the top of the column for the chart data you want to filter. Click inside the box below Series X values, then select the X data (either click and drag or Jun 3, 2021 · This tutorial provides a step-by-step example of how to add a quadratic trendline to a scatterplot in Excel. STEPS: Create a Shape column in our dataset. go to Insert -> Chart -> choose the line chart and click Next. Below you can find our data. Right off the bat, outline a helper table where all the calculations for your chart will take place. Learn how to create a scatter plot using Excel 2016. Jun 28, 2024 · To make a scatter plot with straight lines on an Excel spreadsheet, follow these steps: Begin by making a spreadsheet and adding your X and Y data points to a table. STEP. For basic visualization, the simple scatter plot without lines is perfect. Adding a trendline to the scatter plot. In line charts, column and bar graphs, numeric values are plotted only on the y-axis. The above steps would insert a scatter plot as shown below in the worksheet. However, the way each of these chart types plots data along the horizontal axis (also known as the x-axis) and the vertical axis (also known as the y-axis) is very different. g. Our second method is to use Excel shapes to add a vertical line to a scatter plot in Excel. Excel trendline formulas should only be used with XY (scatter) graphs because only in this chart type both the y-axis and x-axis are plotted as numeric values. Click on the ‘Scatter chart’ option in the charts thats show up. Jul 14, 2020 · The table you posted has two dimensions (city and priority) which makes it hard to plot in Excel. The following scatterplot will appear: Step 3: Add Labels to Points. This time, Excel won’t know the X values automatically. Click on the "Scatter" chart type to insert a basic scatter plot onto the spreadsheet. The x-axis is represented by a linear A. Customization options allow users to add a title and align colors with their brand color palette. May 20, 2023 · Step 3: Insert the Scatter Plot Chart. In Excel 2013, click the plus icon beside the chart, click on the right-facing arrow Explain how to input the data into Excel. Go to the Insert tab in the ribbon. Jan 28, 2022 · This tutorial provides a step-by-step example of how to change the x-axis and y-axis scales on plots in Excel. Insert a scatter plot: Go to the "Insert" tab, select "Scatter" from the chart options, and choose the desired scatter plot style. Now you'll see the Format Trendline panel on the right side of Excel. The scatter plots can show correlations visually. click on "select range" and select your range of labels you want on the points. In a scatter plot, both the X and Y axis display values – an XY chart has no category axis. It's the second option in the Format Trendline panel. ここでは例として、12人の生徒の国語と数学の試験結果を使用します。. Then, hold Ctrl and highlight every cell in the range D2:F9. C. Mar 18, 2021 · Do the following: Select the values in the second column. グラフにしたいデータを全て選択し、「挿入」→「グラフ Feb 19, 2019 · 2) Use an XY/Scatter plot, with the default horizontal axis "turned off" and replaced with a "helper" series with vertical values of 0 and horizontal values as desired in your dataset (this is my preferred method). Select the data you want to use for Feb 15, 2023 · To create a scatter chart on an Excel sheet, follow the steps below: Open the worksheet containing the data that you want to plot on the Scatter chart. Embed scatter plots in presentations, reports, and documents. Repeat for the other Area data series. Detailed instructions for adding a vertical axis label in an Excel scatter plot. Go to the "Insert" tab on the Excel ribbon. Jun 17, 2024 · Method 1– Adding a Dummy Axis. Then, hold Ctrl and highlight every cell in the range E1:H17. Step 2: Determine the variables you want to display on the scatter plot and label the columns accordingly. 4. You’ll see different styles such as scatter with straight lines, scatter with smooth lines, etc. Apr 14, 2016 · This is what you want to do in a scatter plot: right click on your data point. Press Ctrl + D to duplicate the plotted graph. Create 3 new columns after Product and Sales, named Before, Break, and After. 5 and 3. Feb 15, 2021 · Step 2: Create a Scatterplot. (This method follows the straight line equation, y = mx + c) 3. Apr 30, 2024 · Method 3 – Plotting a Graph in Excel with Three Y-Axes. com Feb 2, 2022 · In this post, we cover the basics of creating a scatter plot in Excel. Select the scatter plot option from the chart menu. Go to the "Chart Design" tab: This tab is located at the top of the Excel window, next to the "Format" tab. Then click the Insert tab along the top ribbon and then click Insert Scatter (X, Y) within the Charts group: The following scatterplot will appear: Each of the (X, Y) coordinates from the dataset are shown on the Jul 7, 2024 · The simplest way to create a scatter plot in Excel is to highlight the cells in the two columns that contain your two numeric variables—in this case, the “ MONTHS OF EMPLOYMENT ” and “ MONTHS WITH ABOVE-AVERAGE PERFORMANCE ” columns. Navigate to the "Insert" tab in Excel. A scatter plot will be created on your worksheet, displaying the relationship between the two variables. Follow these steps: Select the scatter plot: Click on the scatter plot to select it. Publish, share, and download high-resolution images. Do the same step but select different date ranges for other Label B and Label C. To customize the y-axis values on your scatter plot in Excel on your MacBook Pro to show only the specific values (0. Update Chart: If the issue persists, try refreshing or updating the chart. Do something similar for the y-axis. Apr 22, 2024 · Creating a scatter plot in Excel is a handy way to visually represent data points on a graph. Edit the chart data and check the entries for "Horizontal (Category) Axis Labels". Right click any data point in the chart and choose Add Trendline… from the context menu. Step 1: Enter the Data. In the first column, enter the values of the independent variable. Select the type of scatter plot that you want to use in your data visualization. Name 2 cells as Break and Restart. Steps: Choose the data. Once you have selected your data, you can insert a scatter plot in Excel by following these steps: Select the data that you want to include in the scatter plot. I also show how to change the scale, and draw the line of best fit. For the Vertical Line data series, pick Scatter with Straight Lines and select the Secondary Axis checkbox next to it. Feb 2, 2022 · Highlight the two columns you want to include in your scatter plot. Click Add above the bottom-left window to add a new series. Press the button next to that. Excel will automatically generate a scatter plot based on your data. Y data points in Excel. If you want to view all of my videos May 20, 2023 · Creating a scatter plot in Excel is a quick and straightforward process that can help you to better understand the relationships between two sets of data. Step 1: Open Excel and select the data range that you want to include in the 3D scatter plot. Your scatter plot should now appear on the screen, showing the data you selected. Click the lower part of the Paste button on the Home tab of the ribbon. Excel will automatically create a May 19, 2024 · Method 3 – Using a Custom Marker. Jun 13, 2020 · Go to Insert > Choose one Scatter Graphic in Charts group, then we will get a blank chart. Step 1: Create the Data. Next, let’s create a scatterplot to visualize the dataset. Select “Scatter” to create a scatter plot of the data. Note: For information about the different types of Jun 23, 2023 · Click on the “Insert” tab in the Excel ribbon, and select the “Scatter” chart type. To build the plot, you need to compute the polar coordinates first and, once there, convert them to the x- and y-axis values used by Excel to create the chart. Sep 2, 2021 · Step 2: Create the Scatterplot. Step 3: In the 'Charts' group, select 'Scatter' and then choose the 3D scatter plot option. Set the number format to Number, with 1 decimal place. → Diese Excel Vorlage zeigt Dir beispielhaft die Erstellung einer Scatter-Plots (Streudiagramm)→ Ein Streudiagramm, auch Punktwolke genannt, ist die graphisc Download the free practice Excel file for this video from https://www. Make sure to organize your source data correctly before creating a scatter plot in Excel. Click on it to reveal a drop-down menu. Once you're on the "Insert" tab, look for the "Charts" group. Place the independent variable on the left column and the dependent variable on the right column. Highlight the cells or ranges that contain your table. Select Combo > Cluster Column - Line on Secondary Axis. Nov 27, 2022 · Making a Scatter Plot in Excel – Step by Step. Click on the Insert Tab and go to Charts May 20, 2023 · Step 3: Insert Your Chart. Once you’ve selected your data, click on the “Insert” tab at the top of the screen. First, this method creates a scatter chart using our dataset. Click Chart Elements. From the Charts section, select Line or Area Chart. This video w Apr 22, 2024 · Step 3: Click on ‘Scatter’. , linear, exponential, logarithmic, etc. Set up a separate dummy table as follows: Notice how May 20, 2023 · To create a scatter plot in Excel, enter your data in a spreadsheet and select the data series you want to plot. May 23, 2024 · Intercept = INTERCEPT (C5:C12,B5:B12) In C15, enter the following formula: =E6*C14+E8. Then, click the Insert tab along the top ribbon and click the Insert Scatter (X,Y) option in the Charts group. Step 2: Click on the 'Insert' tab in the Excel ribbon. Then, click on “Insert” tab on the ribbon, select “Scatter” under the “Charts” section, and choose the desired scatter plot type. " Mar 11, 2020 · For the chart, the remedy is to modify the format. Share. It uses dots to plot the values over the X and Y axis. To begin, open your Excel workbook and navigate to the "Insert" tab at the top of the window. Scatter Plots can be a really useful visual representation of our data, especially when we are hoping to find any trends and correlations between two separate variables. May 5, 2023 · For the main data series, choose the Line chart type. 1. In the second column, enter the values of the dependent variable. ”. 5. In this video, we'll show you how to create a categorical scatterplot in Excel. To label the x-axis, right-click on the axis and Scatter charts and line charts look very similar, especially when a scatter chart is displayed with connecting lines. Select the drop-down arrow and choose Line. Next, highlight the cells in the range A2:B16. May 31, 2023 · Often you may want to create a plot of X vs. Enter the two variables you want to base the graph on in two separate columns, with the independent variable in the left column and the dependent variable in the right column. This will automatically add a simple linear regression line to your scatterplot: Step 4: Add a Regression Line Equation Mar 16, 2023 · On the Inset tab, in the Chats group, click the Scatter chart icon. It's easier than you might expect, and can reveal important insights about your data. In the “Charts” area, click the dropdown with the scatter plot (highlighted in the image below). Adding Vertical Line to Scatter Plot Using Excel Shapes. Jun 21, 2023 · Step 2: Insert the Scatter Plot. Next, highlight cells A2:B17. Oct 24, 2023 · Highlight the data series to plot and click on the “Insert” tab in the Excel ribbon. Choosing the right scatter plot is crucial. select "Format Data Labels" (note you may have to add data labels first) put a check mark in "Values from Cells". There are several steps to inserting a scatter plot into an Excel worksheet listed below: First, select the data that you wish to plot. " This will instruct Excel to treat the X-values as dates and display them accordingly. Check "Axis Titles": In the "Chart Elements" menu, check the box Aug 23, 2023 · First, let’s enter the following values for a predictor variable (x) and a response variable (y) in Excel: Step 2: Create a Scatter Plot. Select Secondary Axis for the data series you want to show. When you finish, click "Apply Filter" or check the box for Auto Apply to see your chart Scatter charts and line charts look very similar, especially when a scatter chart is displayed with connecting lines. Jan 31, 2021 · The following scatterplot will appear: Step 3: Add a Regression Line. Select Linear from the Trendline Options. You can change the marker shape in an Excel graph by inserting custom pictures or shapes for individual marker points. 相関を調べたい2つのデータを用意しましょう。. In Excel 2013, click the plus icon beside the chart, click on the right-facing arrow Select the columns that have the data (excluding column A) Click the Insert option. We opted for the Line with Markers chart. In the Chart group, click on the Insert Scatter Chart icon. This article explains how to create a scatter plot in Excel for Jul 9, 2024 · Step 4: Choose the Scatter Plot Option. go to the Series tab; the last option there is Category (X) axis labels. This is where you'll find the charting options for creating a scatter plot. Excel gives us the secondary vertical axis along the right edge of the chart. Then click the plus (+) sign in the top right corner of the plot and check the box that says Trendline. Select the Star shape. First, let’s create some data to work with: Step 2: Create a Scatterplot. Click on "Add Chart Element": Within the "Chart Design" tab, locate the "Add Chart Element" button. This will immediately insert an XY scatter chart in your worksheet. Next, choose the Insert tab and. We cover scatter plots with one data series and with multiple series, and talk about how to add essential context like trendlines, quadrants, and data labels, and how to customize each of these to your preferences. Then click the Insert tab along the top ribbon, then click the Insert Scatter icon in the Charts group and choose the first option to insert a scatter plot: May 17, 2021 · Add Labels to Scatter Plot Excel Data Points. Select the scatter plot design that you want to use, such as “Scatter with Straight Lines and Markers”. 5. Learn how to create X/Y Scatter Charts in Microsoft Excel. Data can be uploaded directly from spreadsheets. To create a scatter plot with two variables on Excel, follow these simple steps: A. Note: For information about the different types of Oct 6, 2022 · Step 3: Plot the Mean and Standard Deviation for Each Group. Excel inserts the chart. Next, click anywhere on the chart until a green plus (+) sign appears in the top right Nov 27, 2022 · This guide will provide a step by step run through on how to make a Scatter Plot in Excel. Read More: How to Do Interpolation with GROWTH & TREND Functions in Excel. Add a trendline: Right-click on any data point on the scatter plot, select "Add Trendline," and choose the type of trendline you want to add (e. By following the steps outlined in this article and keeping some best practices in mind, you can produce informative and eye-catching scatter plots that will help you make data-driven decisions. Next, highlight the range A2:A9. Click on the Chart Elements button as shown above. Feb 16, 2022 · Next, highlight the cells in the range A2:B9, then click the Insert tab, then click the Scatter option in the Charts group: Excel will automatically insert the following scatter plot: Step 3: Create the Quadrant Chart. EDIT: Step by Step directions. . Then, go to the “ Insert ” tab of your Excel menu bar and click on the scatter plot icon in the “ Recommended Charts ” area of your ribbon. If you see numbers there instead of the desired text, click Edit and select the range where the text labels are. 2. The process of inputting data into Excel involves the following steps: Step 1: Open Excel and create a new spreadsheet or open an existing one. Open Excel and input your data into separate columns. First, let’s enter the following dataset in Excel: Step 2: Create the Scatter Plot. Click the arrow to see the different types of scattering and bubble charts. Axis Settings: After creating the scatter plot, right-click on the horizontal axis (X-axis), choose "Format Axis," and ensure the axis type is set to "Date Axis. Select Design > Change Chart Type. goskills. Each piece of data is then plotted as a discrete point on the chart. Before you can create a scatter plot, you need to input your data into Excel. Select a chart to open Chart Tools. From the list of Chart elements that open up, check the box for ‘Chart Title’. Select OK. Click on the plot to select it, then click on the "Chart Elements" button (the plus icon) that appears to the right of the plot. Fortunately this is easy to do and the following step-by-step example shows how to do so. Right-click the chart and choose Select Data. Open your scatter plot in Excel. 3. For example, right-click the x-axis (numbers 0 to 4), click Format Axis, and change Minimum and Maximum by clicking Fixed (instead of Auto) and filling in the values that you want, perhaps 1. Right-click the chart and choose Select Data…. We will store the Break Value and our Restart Value in these 2 cells. Select More Scatter Charts and choose a chart style. You should now see a linear straight line that reflects the trend of your data. Next, highlight every value in column B. Click on “Scatter” on the “Charts” section. The first thing we need to do is select all of our data – this simply means highlighting everything (including the headers) from B2 down to C12 in our example dataset: Next up, under the Insert menu up in the ribbon, in the Charts section, choose the Insert Scatter (X,Y) or Bubble Chart: From Jan 22, 2024 · 2. Jan 11, 2023 · A short video that shows how to make a visualisation in Excel with multiple scatter plots and trend lines. Next, click anywhere on the scatterplot. Feb 7, 2023 · Step #1: Set up a helper table. Copy it. Once the data is selected, go to the "Insert" tab on the Excel ribbon. Click on the Insert tab. Press Enter. Now that the scatter plot is created, we may need to update the formatting of our graph. If you have data for both the X and Y axis, to create the graph you want: choose only the cells that represent your Y axis. Feb 9, 2023 · Then, choose Insert. Next, highlight the cell range A2:B15. In Charts, select the Scatter (X,Y) or Bubble Chart drop-down menu. From the chart options, select any chart suitable for your data. vu rk xj jr zg tk kz wi rt oc
