How to Plot Graphs on Multiple Scales using Dell Statistica
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1 How to Plot Graphs on Multiple Scales using Dell Statistica Introduction Graphing is a vital part of any data analysis project. Graphs visually reveal patterns and relationships between variables and provide invaluable information. At times, however, the scaling of the data interferes with the message being conveyed. In particular, when units and scale vary greatly, seeing detail in all variables on a plot becomes impossible. To address this issue, Dell Statistica enables you to use several different scales in your multi-variable plot. Statistica is an analytics software package that offers data preparation, statistics, data mining and predictive analytics, machine learning, model deployment and reporting. This technical brief provides step-by-step instructions for plotting graphs on multiple scales using Statistica.
2 When units and scale vary greatly, seeing detail in all variables on a plot becomes impossible. Creating double-y plots Many graphing tools have a double-y graph type that enables you to associate one or more variables with the left Y axis, and one or more variables with the right Y axis. This is a simple way of creating a compound graph that shows variables with two different scales. Let s step through how to create a double-y plot with Statistica. The sample data file We ll use the sample data file Baseball. sta from C:/Program Files/StatSoft/ STATISTICA 12/Examples/Datasets. This file includes several variables: WIN The season winning proportion DP The number of double plays in the season RUNS The number of runs scored These variables have very different scales, so understanding the data is difficult using a single Y-axis scale. Step 1: Change the graph type to Double-Y. To make the graph more intelligible, we can use a double-y plot. Open the sample data file, and on the Graphs tab in the Common group, click Scatterplot. In the 2D Scatterplots startup panel (shown in Figure 1), select the Advanced tab. In the Graph type group box, select Double-Y. Step 2: Select the variables for each axis. Now, click the Variables button, and in the Variable Selection dialog box, select RUNS as X, WIN as Y Left, and DP as Y Right. Click the OK button to return to the 2D Scatterplots screen. Figure 1. Selecting a Double-Y graph in Statistica 2
3 With Statistica, you can use a different Y-axis scale for each variable in your multi-variable plot. Figure 2. The resulting double-y graph is easier to understand Step 3: Create the double-y plot. Click OK to create the plot, which shows the two Y variables with separately determined scales (see Figure 2). WIN is shown in blue using a scale from 0.25 to 0.65 (on the left), while DP is shown in red on a scale from 100 to 220 (on the right). Because of the great difference in the scale of these two variables, a double-y plot is the best Figure 3. Adding another variable to the graph 3
4 Giving BA a separate Y-axis scale from WIN would show more detail. way to simultaneously show the relationships between these variables and the X factor, RUNS. Creating multiple-y plots You can also create plots with multiple axis scales with Statistica. This option is useful when you need more scales than the Double-Y option allows, or when you need an additional axis in another place or capacity. Step 4: Add a second variable to the Y Left variable list. Continuing the same example, use the Advanced tab to add a second variable, BA (batting average), to the Y Left variable list, as illustrated in Figure 3. Step 5: Create a plot with the new variable but a shared scale for the left Y axis. Click OK to create the new plot in which WIN and BA share the left Y axis (see Figure 4). However, note that BA is on a scale of 0.2 to 0.3, which is not as useful as a broader scale would be. Step 6: Give each Y-axis variable its own scale. Giving BA a separate Y-axis scale from WIN would show more detail. To do this, right-click in the graph, and on the shortcut menu, select Graph Options. Select the Axis - General tab of the resulting Graph Options dialog box. From the Axis drop-down menu, select the Y left axis. Then click Add new axis. A new Y left axis, called Y left, is added to the plot configuration, as shown in Figure 5. Next, BA needs to be related to the new axis. Select the Plot - General tab, and on the Plot drop-down list, select the variable BA. Then, in the Assignment of axis group, select the Custom option button, and specify Y left as the custom axis, as illustrated in Figure 6. Step 7: Create the multiple-y plot. Click OK to update the plot. The resulting graph has three Y variables plotted, each with its own scale, which Figure 4. The resulting graph with a shared scale for the Y axis 4
5 Next, BA needs to be related to the new axis. Figure 5. Adding a new Y left axis (called Y left ) Figure 6. Relating the BA variable to the new axis 5
6 Statistica provides an intuitive, easyto-use platform designed to empower both business users and sophisticated analysts. Figure 7. The resulting graph with three Y variables plotted, each with its own scale provides more detail and makes the graph easier to understand. Conclusion Statistica provides an intuitive, easyto-use platform designed to empower both business users and sophisticated analysts. As this technical brief shows, Statistica makes it easy to create plots with multiple Y axes, each with its own scale, thereby making it easier to understand patterns and relationships in your data. About Dell Software Dell Software helps customers unlock greater potential through the power of technology delivering scalable, affordable and simple-to-use solutions that simplify IT and mitigate risk. The Dell Software portfolio addresses five key areas of customer needs: data center and cloud management, information management, mobile workforce management, security and data protection. This software, when combined with Dell hardware and services, drives unmatched efficiency and productivity to accelerate business results. 6
7 For More Information 2014 Dell, Inc. ALL RIGHTS RESERVED. This document contains proprietary information protected by copyright. No part of this document may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopying and recording for any purpose without the written permission of Dell, Inc. ( Dell ). Dell, Dell Software, the Dell Software logo and products as identified in this document are registered trademarks of Dell, Inc. in the U.S.A. and/or other countries. All other trademarks and registered trademarks are property of their respective owners. The information in this document is provided in connection with Dell products. No license, express or implied, by estoppel or otherwise, to any intellectual property right is granted by this document or in connection with the sale of Dell products. EXCEPT AS SET FORTH IN DELL S TERMS AND CONDITIONS AS SPECIFIED IN THE LICENSE AGREEMENT FOR THIS PRODUCT, DELL ASSUMES NO LIABILITY WHATSOEVER AND DISCLAIMS ANY EXPRESS, IMPLIED OR STATUTORY WARRANTY RELATING TO ITS PRODUCTS INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTY OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE, OR NON-INFRINGEMENT. IN NO EVENT SHALL DELL BE LIABLE FOR ANY DIRECT, INDIRECT, CONSEQUENTIAL, PUNITIVE, SPECIAL OR INCIDENTAL DAMAGES (INCLUDING, WITHOUT LIMITATION, DAMAGES FOR LOSS OF PROFITS, BUSINESS INTERRUPTION OR LOSS OF INFORMATION) ARISING OUT OF THE USE OR INABILITY TO USE THIS DOCUMENT, EVEN IF DELL HAS BEEN ADVISED OF THE POSSIBILITY OF SUCH DAMAGES. Dell makes no representations or warranties with respect to the accuracy or completeness of the contents of this document and reserves the right to make changes to specifications and product descriptions at any time without notice. Dell does not make any commitment to update the information contained in this document. About Dell Software Dell Software helps customers unlock greater potential through the power of technology delivering scalable, affordable and simple-to-use solutions that simplify IT and mitigate risk. The Dell Software portfolio addresses five key areas of customer needs: data center and cloud management, information management, mobile workforce management, security and data protection. This software, when combined with Dell hardware and services, drives unmatched efficiency and productivity to accelerate business results. If you have any questions regarding your potential use of this material, contact: Dell Software 5 Polaris Way Aliso Viejo, CA Refer to our Web site for regional and international office information. 7 TechBrief-Statistica-PlotGraphsMultScales-US-MJ-24769
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