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5.4 GraphingContents1 Control Plots As Group2 Custom Linked Axis3 Customize Legend4 Customizing Graph5 Graph Legend to Show Only First Plot6 Line Plot with Log Scale7 Merge Graphs8 Multiple Layer Plot9 Plot Contour and 3D Surface Graph10 Plot From Data Range11 Plot Heatmap from Matrix Data12 Plot Symbols Indexed by Column Values13 Plotting 2D Contour Plot via Virtual Matrix14 Stacked Column PlotThis folder contains examples of plotting and customizing graphs with Python originpro package.For the graph related functions in originpro, see Graph.Control Plots As Group'''This sample plots a whole worksheet as XY plot and control plots in group'''import osimport originpro as opwks = op.new_sheet()wks.from_file(os.path.join(op.path('e'), 'Samples', 'Graphing', 'Group.dat'))graph = op.new_graph(template='scatter')gl=graph[0]# plot whole sheet as XY plotplot = gl.add_plot(f'{wks.lt_range()}!(?,1:end)')# group the plots and control plots setting in groupgl.group()plot.colormap = 'Candy'plot.shapelist = [3, 2, 1]gl.rescale()# Customize Legendlgnd = gl.label('Legend')lgnd.set_int('fsize', 22)lgnd.set_int('left',1400)lgnd.set_int('top',700)lgnd.set_int('showframe',0)Custom Linked Axis'''This sample shows how to customize the linked axis to make a functionally mapped double-X graph'''import originpro as opgraph = op.new_graph()gl = graph[0]gl.axis('x').title='Fahrenheit'# add Top-X layer gl2 = graph.add_layer(1)# use LabTalk change top axis' titleop.lt_exec('xt.text$=Celsius')# mapped Double-X, Fahrenheit to Celsius conversiongl2.set_str('x.link.from', '(X1-32)/1.8')gl2.set_str('x.link.to', '(X2-32)/1.8')gl2.set_int('x.showgrids',1)gl2.set_int('x.grid.majorType',2)# use temperature data to plotwks = op.new_sheet()wks.from_file(op.path('e')+r"Samples\Statistics\temperature.dat")gl.activate()gl.add_plot(wks, coly=1, colx=0, type='s')gl.rescale()Customize Legend'''This sample shows how to customize the legend'''import originpro as opwks = op.new_sheet()wks.from_file(op.path('e')+r"Samples\Graphing\Group.dat")# plot whole sheet as XY plotgraph = op.new_graph(template='scatter')gl = graph[0]plot = gl.add_plot(f'{wks.lt_range()}!(?,1:end)')# group the plots and control plots setting in groupgl.group()plot.colormap = 'Candy'plot.shapelist = [3, 2, 1]gl.rescale()# Customize Legend, use set_* function to set legend's LabTalk propertylgnd = gl.label('Legend')lgnd.set_int('showframe', 0)# use x/y axis end value to set legend center x/y positionxto = gl.get_float('x.to') yto = gl.get_float('y.to') lgnd.set_float('x', xto - lgnd.get_float('dx') / 2) lgnd.set_float('y', yto - lgnd.get_float('dy') / 2)Customizing Graph'''This sample shows how to format graphs'''import originpro as op# make a scatter plotwks = op.new_sheet()wks.from_file(op.path('e') + 'Samples\Graphing\Group.dat')graph = op.new_graph(template='Scatter')gl = graph[0]plot = gl.add_plot(wks, coly=1, colx=0)gl.rescale()# change layer background color# use set_* to access object's LabTalk propertygl.set_int('color', 7)# change plot colorplot.color = 2# show grid linesgl.set_int('x.showgrids',1)gl.set_int('y.showgrids',1)# show axis opposite linegl.set_int('x.opposite',1)gl.set_int('y.opposite',1)Graph Legend to Show Only First Plot'''This sample shows how to make a multi-layer graph and show legend only on the top layer and to show only legend for the first plot, while each layer has 3 plots.'''import osimport originpro as op# Input three data files into three worksheets within one workbookwb = op.new_book()wb.set_int('nLayers',3) # Set number of sheetsfor wks, fn in zip(wb, ['S15-125-03.dat', 'S21-235-07.dat', 'S32-014-04.dat']): wks.from_file(os.path.join(op.path('e'), 'Samples', 'Import and Export', fn))# Add data plots onto the graphgp = op.new_graph(template='PAN2VERT') # load Vertical 2 Panel graph template# Loop over layers and worksheets to add individual curve.for i, gl in enumerate(gp): for wks in wb: plot = gl.add_plot(wks,1+i) gl.group() gl.rescale() # Customize legendlgnd = gp[1].label('Legend')lgnd.set_int('left',4900)lgnd.set_int('top',100)#must have something different from internal "\l(1) %(1)" to prevent auto expending#so I just added a space, but you can add a caption or whatever as long as it is #different from the generic internal formlgnd.text=' \l(1) %(1)'#we only need one legend, so the one in layer1 will not be neededgp[0].label('Legend').remove()Line Plot with Log Scale'''This sample creates a sample signal and uses this package to create aOriginPro 2025 Full Phần mềm Originpro 2025
4 OriginProOriginPro, the professional version of Origin, provides all of the features of Origin, plus additional analysis tools and capabilities. If you don't know which product you have -- Origin or OriginPro -- look to the title bar. Users of standard Origin will note that some menu commands are marked with (Pro), indicating that the feature is available only in OriginPro. If you own the standard version of Origin, but find that you need features of OriginPro, you can upgrade by contacting your Origin representative. If you wish to continue using standard Origin without seeing (Pro) menu commands, click Preferences: System Variables and enter the following in the Set System Variables dialog box and click OK (Comment is optional):Contents1 Curve Fitting2 Surface Fitting3 Peak Fitting4 Statistics5 Signal Processing6 Gadgets7 Image Processing8 AppsCurve FittingIn addition to Origin's linear and nonlinear curve fitting capabilities, OriginPro includes support for the following: Linear fitting with X error. Nonlinear fitting with X and Y errors (orthogonal regression). Fitting with implicit functions (orthogonal distance regression). Fitting Comparison: Fit and rank all functions in a category, compare two models to one dataset or two datasets to one model. Global fitting of multiple curves using different functions, with the option of sharing parameters.For more information, see these web pages: Linear and Polynomial Fitting and Nonlinear Fitting.Surface Fitting With OriginPro, you can perform 3D Surface Fitting. Choose from 21 built-in surface fitting models including Gauss2D, DoseResponse2D, Exponential2D, and Polynomial2D; or define your own function. Fit worksheet data (XYZ) or matrix data (Z values). Locate and fit multiple peaks using one of several peak identification methods. Automatic peak parameter initialization. Apply constraints and bounds to parameters and fix parameter values. Output parameter and statistical results plus residual curves. Find specific Z values along the fit surface and include them in your output. Option for automatic recalculation of results and saving tool settings to a Theme file for repeat use.For more information, see this web page: Surface Fitting.Peak FittingOriginPro includes the Peak Analyzer tool with support for the following: Peak finding (Local Max, Window Search, 1st Derivative, 2nd Derivative, Residual after. OriginPro 2025 Crack Key [MAC WIN] Free Download originpro, originpro 2025, originpro software, originpro download, originpro 2025, originpro 2025b, originpro for mac, originpr
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Complex analyses more efficiently.What I like about OriginPro:“I have used Originpro extensively for 10+ years, it is great for data organization, visualization, and analysis. We use it to make figures, analyze imaging and electrophysiology data. It has great graphing tool to make publication quality figures and very good curve fitting tools.”- OriginPro Review, Moritz A.What I dislike about OriginPro:I've found that OriginPro can sometimes have bugs or compatibility issues, which can lead to crashes or unexpected behavior, disrupting my workflow.The export functionality is somewhat limiting, and I often struggle to export data or graphs into formats that work smoothly with other tools or presentation formats.What G2 users dislike about OriginPro:“The lack of fluid export functionality into formats easily edited in Illustrator (or other vector-based design programs) limits functionality, with each available type of export (SVG, EPS, EMF) each offering pros and cons in terms of final control over data editing to make schemes and figures that combine data with other graphical information (for example, chemical structures).”- OriginPro Review, Verified User in Higher Education8. PositI like how Posit excels at allowing seamless integration with R, one of the most commonly used programming languages for statistical analysis. This makes it a powerful tool for data scientists who rely on R for various analyses, from simple statistical methods to complex machine learning models.The open-source nature of Posit is one of its standout features. I could easily access its features without incurring additional licensing fees. This access to powerful statistical tools and analysis capabilities makes Posit an attractive option for individuals, academic researchers, and small organizations with limited budgets. I also enjoyed the rich ecosystem of plugins, libraries, and user-driven improvements, enhancing Posit’s usability and adaptability over time.I appreciate that Posit is cloud-based, allowing me to work from anywhere, anytime, provided I have internet access. The ease of collaboration reduces the need for cumbersome file sharing and allows for more dynamic teamwork.Posit offers comprehensive documentation and a strong support network, making it easy for me to find help when needed. The clear, step-by-step guides reduce the time needed for troubleshooting. I also found the support community helpful, as many users contribute solutions to common problems. One of Posit's major drawbacks is that it requires frequent updates. While I understand that regular software updates are necessary to maintain performance and security, they can be disruptive and time-consuming. Certain updates required me to restart sessions, interrupting my workflow. Plus, a new update can always introduce new bugs or incompatibilities, temporarily decreasing stability or functionality until issues are resolved.Despite Posit's overall strong performance, I have encountered occasional crashes when dealing with large datasets or complex computations. These crashes sometimes led to data loss, interrupted analysis, and frustration.OriginPro 2025 full - download OriginPro 2025 - tải OriginPro
IntroductionOriginPro includes all of the features available in Origin. In addition OriginPro provides advanced analysis tools and Apps. The following tables summarize the key benefits of OriginPro by feature areas.For a broad overview of the features in both products, please visit our Origin product page.This information is also available as a PDF file. Comparison of Origin and OriginProNot all features are shown in the following tables. If you don't see a feature listed here, you can assume that it exists in both regular Origin and OriginPro.Curve FittingCurve Fitting Origin OriginPro Linear and Polynomial Fitting Linear Regression ✓✓ Linear Fit with X Error ✓ Confidence Ellipse for Linear Fit ✓✓ Polynomial Regression ✓✓ Multiple Linear Regression ✓✓ Partial Leverage Plots in Multiple Regression ✓✓ Residual Analysis ✓✓Nonlinear Fitting Fitting Multiple Datasets ✓✓ Built-in Fitting Function and User-Defined Fitting Function ✓✓ Parameter Initialization and Derived Parameter Definition ✓✓ Bounds and Constraints ✓✓ Weighted Fitting ✓✓ Fitting with Y Error ✓✓ Fitting with X and Y Errors (Orthogonal Regression) ✓ Global Fit with Parameter Sharing ✓✓ Fitting Replica Data ✓✓ Residual Analysis ✓✓ Fitting with Implicit Functions (Orthogonal Distance Regression) ✓ Fitting Comparison ✓ Fit and Rank Multiple Models ✓ Surface Fitting ✓Peak AnalysisPeak Analysis Origin OriginProPeak Analysis Baseline Detection ✓✓ Baseline Subtraction ✓ ✓ Peak Finding ✓✓ Peak Integration ✓✓Batch Peak Analysis ✓✓ Peak Fitting✓ Fit Baseline with Peaks ✓ Fit Individual Peaks with Different Fitting Functions ✓StatisticsStatistics Origin OriginPro Descriptive Statistics Basic Descriptive Statistics ✓✓ 1D and 2D Frequency Counts ✓ ✓ Correlation Coefficient ✓ Partial Correlation Coefficient ✓ Cross Tabulation ✓ Discrete Frequency ✓✓ Distribution Fit ✓ Normality Test (Shaprio-Wilk, Lilliefors, Kolmogorov-Smirnov, Anderson-Darling, D'Agostino-K Squared, Chen-Shapiro) ✓✓ Statistics Charts: Histogram, Box Chart, Scatter Matrix, QC Chart, Probability Plot, Q-Q Plot, and Pareto Chart ✓✓ Grubbs Test and Q-test to Detect Outliers ✓✓ Hypothesis Testing One Sample and Two-Sample t-Test, Pair-Sample t-Test ✓✓ Two Sample and Paired-Sample T-Test on Rows ✓ One Sample and Two Sample Hypothesis Tests for Variance ✓ One and Two-Proportion Test ✓ Analysis of Variance One Way ANOVA, Two Way ANOVA ✓✓ Three Way ANOVA ✓ ANOVA: Mean Comparison (Tukey, Bonferroni, Scheffe, Dunn-Sidak, Fisher LSD, Holm-Bonferroni, Holm-Sidak) ✓✓ One Way and Two Way Repeated Measure ANOVA ✓Nonparametric Tests Paired Sample Sign Test ✓ Wilcoxon Test for One Sample and Paired Sample ✓ Two Sample Kolmogorov-Smirnov Test ✓ Mann-Whitney Test ✓ Kruskal-Wallis ANOVA ✓ Mood's Median Test ✓. OriginPro 2025 Crack Key [MAC WIN] Free Download originpro, originpro 2025, originpro software, originpro download, originpro 2025, originpro 2025b, originpro for mac, originpr Cadence Design Systems Sigrity 2025.04 x v9.5.1 Build 195 .originpro download, originpro for mac, originpro 2025b, originpro 2025, originprotocolpolicy, originpro 2025, originpro student, originpro mac. originproSystem requirements for Origin, OriginPro, and the OriginPro
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2025-03-26This web page: Exploratory Analysis.Image ProcessingOrigin and OriginPro include a collection of easy-to-use image processing tools. OriginPro includes additional tools in the following areas: Image adjustments (function lookup table, leveling). Image conversion (dynamic binary, threshold, RGB merge/split, image scale). Spatial filters (user filter). Arithmetic transforms (alpha blend, extract to XYZ, image simple math, math function, morphological filter, pixel logic, replace background, subtract background, subtract interpolated background).For more information, see this web page: Image Processing.AppsMany add-on Apps are coded to integrate with an OriginPro feature and therefore, they require an OriginPro license to run. OriginPro-only Apps will be listed in the Origin File Exchange with a red symbol beside them.Here are some of our more popular OriginPro Apps: Redundancy Analysis Speedy Fit Correlation Plots Neural Network Regression X-Ray Diffraction Analysis Phylogenetic Tree 2D Peak Analysis Standard Curve Analysis Linear Mixed Effects Model Rank Models Peak Deconvolution Design of Experiments 2D Confidence Ellipse Independent Component Analysis (Requires R software) Logistic Regression Sequential Fit Piecewise Fit Piecewise Smooth Principal Component Analysis Principal Component Analysis for Spectroscopy Slope Analyzer Global Peak Fit 3D Smoother Cyclic Voltammetry Enzyme Kinetics Polynomial Surface Fit Heat Map with DendrogramFor general information on Apps visit www.originlab.com/apps.
2025-04-03Need access to the software's full capabilities.What G2 users dislike about eviews:“eviews lacks robust visualization capabilities, meaning users must rely on other software to create more detailed graphs, plots, and visualizations to effectively present their data and results.”- eviews Review, Deepak S.7. OriginProI was impressed with the impressive array of features OriginPro offers for various fields, including chemistry, biology, and engineering. Its capability to perform detailed statistical tests, regression analysis, and multivariate analysis is especially valuable for professionals in research and academia.I liked how this software provides everything you need for thorough data analysis, visualization, and reporting. Despite its rich set of capabilities, the implementation process remains intuitive.A key advantage of OriginPro is its superior data visualization capabilities. I appreciated the software's ability to create high-quality, publication-ready charts, graphs, and plots. I have used these customizable visualizations to represent complex datasets. OriginPro also supports 2D and 3D graphs, contour plots, heatmaps, and more, offering a flexible approach to displaying data.OriginPro excels in modeling and curve fitting, making it easier for us to fit data to predefined models. This feature is particularly beneficial in fields like physics, engineering, and chemistry, where fitting complex datasets to mathematical models is essential. The software includes both linear and nonlinear fitting options, and it also allows users to develop custom models, providing great flexibility for specialized tasks.You also get built-in support for scripting languages like LabTalk and Python, which helped me write custom scripts for process automation. This is particularly helpful if you need to process large datasets or run complex statistical analyses across multiple projects.I've experienced that OriginPro sometimes contains bugs or has compatibility issues with certain versions of the software. This can lead to crashes or unexpected behavior, disrupting my work and causing frustration. I've also found that exporting data or results from OriginPro can be limiting, as the software doesn't always provide the most fluid export functionality. It can be difficult to export data or graphs into formats that are compatible with other tools or presentation formats. This lack of flexibility in export options has been frustrating for me, especially when I need to share my results or collaborate with others who use different software.Although OriginPro offers many powerful features, I've found that its integration with Excel isn't as seamless as I would like. I often rely on Excel for initial data entry and processing, but transferring data from Excel to OriginPro can be cumbersome.What I like about OriginPro:I appreciate OriginPro's superior data visualization capabilities. The software allows me to create high-quality, publication-ready charts, graphs, and plots, which is especially useful when working with complex datasets.The built-in support for scripting languages like LabTalk and Python has helped me automate processes and run
2025-04-044 OriginProOriginPro, the professional version of Origin, provides all of the features of Origin, plus additional analysis tools and capabilities. If you don't know which product you have -- Origin or OriginPro -- look to the title bar. Users of standard Origin will note that some menu commands are marked with (Pro), indicating that the feature is available only in OriginPro. If you own the standard version of Origin, but find that you need features of OriginPro, you can upgrade by contacting your Origin representative. If you wish to continue using standard Origin without seeing (Pro) menu commands, click Preferences: System Variables and enter the following in the Set System Variables dialog box and click OK (Comment is optional):Contents1 Curve Fitting2 Surface Fitting3 Peak Fitting4 Statistics5 Signal Processing6 Gadgets7 Image Processing8 AppsCurve FittingIn addition to Origin's linear and nonlinear curve fitting capabilities, OriginPro includes support for the following: Linear fitting with X error. Nonlinear fitting with X and Y errors (orthogonal regression). Fitting with implicit functions (orthogonal distance regression). Fitting Comparison: Fit and rank all functions in a category, compare two models to one dataset or two datasets to one model. Global fitting of multiple curves using different functions, with the option of sharing parameters.For more information, see these web pages: Linear and Polynomial Fitting and Nonlinear Fitting.Surface Fitting With OriginPro, you can perform 3D Surface Fitting. Choose from 21 built-in surface fitting models including Gauss2D, DoseResponse2D, Exponential2D, and Polynomial2D; or define your own function. Fit worksheet data (XYZ) or matrix data (Z values). Locate and fit multiple peaks using one of several peak identification methods. Automatic peak parameter initialization. Apply constraints and bounds to parameters and fix parameter values. Output parameter and statistical results plus residual curves. Find specific Z values along the fit surface and include them in your output. Option for automatic recalculation of results and saving tool settings to a Theme file for repeat use.For more information, see this web page: Surface Fitting.Peak FittingOriginPro includes the Peak Analyzer tool with support for the following: Peak finding (Local Max, Window Search, 1st Derivative, 2nd Derivative, Residual after
2025-04-09