Learn JMP Events

Introduction to the JMP Scripting Language

This course covers the basics of scripting with JSL and then progresses to more advanced topics, including working with data tables, using matrices to facilitate computations, scripting analyses, and capturing results to make custom reports. The course also presents suggested best practices throughout.

Statistical Process Control Course

We’re excited to bring you this free e-learning course on Statistical Process Control. The course includes many topics, some for beginners new to SPC, and some for more advanced SPC practitioners. You can choose your skill level and take the parts of the course that are most interesting to you. Lesson 1 is an introduction to SPC and quality methods.Lessons 2 and 3 contain the basics of Shewhart ch...

Getting Started with JMP: On Demand Course

Click the Begin! button below to start, or click Resume to return to where you left off. You can watch the videos in order, or jump to specific topics using the navigation pane on the left. Download the Getting-Started-data.zip file linked above to follow along with the demonstrations. The Big Class.jmp data file is used in the introductory videos. In these videos you'll learn about: the four com...

Statistical Decisions Using ANOVA and Regression Course

We’re excited to bring you this free e-learning course on Statistical Decisions Using ANOVA and Regression. The course includes many topics in the fundamentals of statistics, and most lessons build on the lessons before.   This is a course you should probably take in order. Lesson 1 is an introduction to Statistical Concepts, Descriptive Statistics, Inferential Statistics, Hypothesis Tests, and ...

Custom Design of Experiments Course

We’re excited to bring you this free e-learning course on Custom Design of Experiments. This course focuses on the core principles of designing an experiment, enabling you to understand and apply those principles to achieve an optimal design using the Custom Design platform in JMP.   Custom design is an approach to designing experiments that produces optimal designs for the problem you’re trying t...

Stability Analysis Course

This free recorded course covers stability analysis across product phases. The demonstrations were recorded in an older version of JMP, but the concepts and principles for assessing product stability remain the same. The methods shown in this course can be used in your current version of JMP, although in some cases the menu steps might have changed.   Lesson 1 defines product stability, explains t...

Classic Design of Experiments Course

We strongly recommend the course Custom Design of Experiments for the vast majority of design practitioners, which teaches a comprehensive, modern approach to design of experiments within a framework of fundamental principles of design (https://community.jmp.com/t5/Custom-Design-of-Experiments/Custom-Design-of-Experiments-Course/ta-p/654255).   This course is for anyone interested in a review of c...

Getting Started with JMP Live

Winter 2026 book club - Europe!

The European book club will be reading A Lab of One's Own: One Woman's Personal Journey through Sexism in Science by Rita Colwell and Sharon Bertsch McGrayne. Sessions will be led by Nina Chan on Fridays at 1 pm CET starting February 13. Please let Nina know by emailing nina.chan@jmp.com if you would like to join!

Recording Experimenters' Club Q1 2026

Video 1: JMP's DOE platform: A new addition to the artist's toolkit (view in My Videos) Read the blog from @BillFish828 here: https://community.jmp.com/t5/JMP-Blog/JMP-s-DOE-platform-A-new-addition-to-the-artist-s-toolkit/ba-p/919860 Question: What is the difference between Taguchi design and Orthogonal array. MOLS is a balanced fractional factorial design matrix that ensures independence between ...

Filtering Data for Analysis

Integrating JMP and Python

JMP can integrate with Python, combining JMP’s capabilities and interactive interface with Python’s additional tools. Use cases include: running a Python script directly on a JMP data table; using Python to import unsupported file types into JMP; blending Python and JMP Scripting Language (JSL) code together to combine their capabilities; creating a JMP add-in that leverages Python; using Python a...

Customizing JMP (Preferences)

This guide provides information on customizing JMP. Options include general functionality, choosing specific styles (font, colors, graphical elements) to be used in graphs and reports, and specify which red triangle options are enabled/disabled as the default each time an analysis platform is run, among others.   See the Presets Guide to learn about more tools to customize JMP. Access via File > ...

Customizing JMP (Platform Presets)

This guide provides instructions on how to save all the customizations made to reports and graphs within a platform (as a template) so that those settings can be easily replicated in future analyses. This includes the various analyses run and red triangle options within a platform; components added to a graph, metrics displayed, modifying the style and format of graphical elements, text, among oth...

Interactive Tools for Teaching and Learning

A variety of interactive tools for teaching and learning statistical concepts are available within JMP. These tools allow you to explore fundamental concepts covered in introductory statistics courses, including sampling distributions, confidence intervals, hypothesis testing, ANOVA, regression, and more. Other teaching and learning tools are available such as Quick Guides, How-To Videos, Case St...

Excel Add-In II (Profiling Excel Models in JMP)

Use the Excel JMP add-in to visualize and explore Excel models in JMP using the Prediction Profiler. Note: Add-in is only available for Windows Operating System. A locally installed version of Microsoft Excel must be on the computer at the time of installing JMP for the Excel Add-in to be added. The add-in will not be installed if Excel is only run from a virtual environment. See Microsoft Help t...

Excel Add-In 1 (Passing Data to JMP)

Use the Excel JMP add-in to transfer data from an Excel worksheet into a JMP data table or to launch basic JMP analysis platforms from within Excel. Note: Add-in is only available for Windows Operating System. A locally installed version of Microsoft Excel must be on the computer at the time of installing JMP for the Excel Add-in to be added. The add-in will not be installed if Excel is only run ...

Creating Formulas in JMP

This guide describes how to use formulas to create new variables (e.g, transformations, functions of existing
variables, perform logic operations, create patterned and random data, among others).
Method 1 (Create Formula With Formula Editor) From an open JMP data table, select Cols > New Column.Under Column Name, assign a name for the column. In this example, we name the column %profit/sales. Click...

Sharing Results on JMP Public

This guide provides instructions on publishing reports to JMP Public – a public website https://public.jmp.com where users can share graphs and reports that others can view and interact with outside of JMP. A SAS profile is required. Publish Reports to JMP Public From within a JMP file, open the graphs or output you wish to publish. The graph “Bubble Plot by Region” from the file: SATbyYear.jmp u...

Publication-Quality Graphics – Mac

This guide provides instructions on saving publication-quality graphics on the Mac version of JMP. For information on creating publication-quality graphics on the Windows version of JMP, see the Publication Quality Graphics – Windows guide. For a basic approach on saving output, see the Saving JMP Results guide. Saving Images From any JMP output window, click the selection tool () in the toolbar ...

Publication-Quality Graphics - Windows

This guide provides instructions on saving publication-quality graphics on the Windows version of JMP. For information on creating publication-quality graphics on the Mac version of JMP, see the Publication-Quality Graphics – Mac guide. For a basic approach on saving output, see the page Saving JMP Results. Saving Graphic Images From any JMP output window, click the selection tool () in the toolb...

Saving JMP Results

This guide provides instructions on copying JMP output to place in other applications and for saving JMP scripts to the data table. For information on creating publication-quality graphics, see the Publication-Quality Graphics – Windows or Publication-Quality Graphics – Mac guides. The Selection Tool – Copy and Paste to Another Program From any JMP output window, click the selection tool () in th...

JMP Tables Menu

This guide provides information on the structure, components and information contained in JMP data tables along with some tools useful for cleaning and preparing data for analysis. The Tables Menu Functions Summary – Calculates summary statistics for columns in the active data table.Subset – Creates a new table that is a subset of the active table.Sort – Sorts a table by one or more columns.Stack...

JMP Tools

The Tools menu provides tools to help you interact with JMP output and data. Note: In Mac, tool bar appears at the top of all reports by deafult. In Windows, the menus and the toolbar are hidden by default. Click the Alt key to view. The tools can also be accessed from the Tools menu.   Windows tools     Mac tools   Using the Tools The default tool is the Arrow, or Cursor. To change tools, click ...

Importing Text Files

This guide provides instructions on how to import text files (.txt, .csv, .dat, or .tsv) into JMP. Windows and Mac differences are noted.    Importing Data from Text Files Select File > Open. Navigate to the directory where your files are stored.   JMP will display all files recognized for the selected file type.
Here we would select “Text Files (*.txt; …)”.Select the text file you’d like to impor...

Importing Data from Excel

This guide provides instructions on how to import data into JMP® from Excel. Opening Excel Files Directly in JMP Select File > Open.Navigate to the directory where your files are stored.     JMP will display all files that JMP can import – unrecognized files
will be grayed out. In Windows, to see a complete list of file types
JMP can read, click on the arrow next to All JMP Files.Select the Excel f...

Navigating the JMP interface in Microsoft Windows

This guide provides information on the Windows JMP interface. For information on creating a new data table, opening data tables, and finding help within JMP see  Opening JMP and Getting Started.   The Home Window When you first open JMP, you’ll see the Tip of the Day window.You’ll also see the JMP Home Window, which includes: Menus and toolbars (top).Recently used files (on the left).All open dat...

JMP Data Tables

This page gives information on the structure, components and information contained in JMP data tables.   Click on File > Open to open a JMP data table. To open a file from the JMP Sample Data directory, go to Help > Sample Data Folder. A portion of the Sample Data file Companies.jmp is shown.    Portion of Companies.jmp Tables Panels The data table nameA list of table properties, table variables,...

Opening JMP and Getting Started

This guide provides instructions on creating a new data table, opening data tables, and finding help within JMP. Opening JMP 1. When you first open JMP, you’ll see the Tip of the Day and the JMP Home windows. On Mac you’ll also see the JMP Starter window. Tip of the Day gives helpful hints on using JMP.The JMP Home Window displays recently used files and open data tables and windows. See the page...

Sample Size and Power for Two Sample Proportions

Use to interactively explore the relationships between Power, Sample Sizes, and Alternative Proportions in testing a hypothesis comparing two independent population proportions. See the Two Proportions Test and Confidence Interval guide to learn how to perform a statistical test comparing two population proportions. Sample Size and Power - Two Sample Proportion Select DOE > Sample Size Explorers ...

Sample Size and Power for Two Sample Means

Use to interactively explore the relationships between Power, Sample Sizes, and Differences to Detect for testing a hypothesis comparing two population means. See the Two Sample t-test and Confidence Interval guide to learn how to perform a statistical test comparing two sample means. Sample Size and Power - Two Sample Means Select DOE > Sample Size Explorers and choose Power > Power for Two Inde...

Sample Size and Power for One Sample Proportion

Use to interactively explore the relationships between Power, Sample Size, and Alternative Proportions in testing a hypothesis for a single population proportion. See the Hypothesis Tests and Confidence Intervals for Proportions guide to learn how to test a hypothesis for a population proportion. Sample Size and Power - One Sample Proportion Select DOE > Sample Size Explorers and choose Power > P...

Sample Size and Power for One Sample Mean

Use to interactively explore the relationships between Power, Sample Size, and Difference to Detect in testing a hypothesis for a single population mean. See the One Sample t-test and Confidence Interval guide to learn how to perform a statistical test for a population mean. Sample Size and Power - One Sample Mean Select DOE > Sample Size Explorers and choose Power > Power for One Sample Mean. Ch...

Randomization Testing

This guide provides instructions on performing a randomization test (also known as a permutation test) – a resampling method for estimating the sampling distribution of a statistic to generate a confidence interval and a p-value for a hypothesis test. Randomization Testing is available from many JMP reports.   Randomization Testing Here, we describe how to conduct a randomization test for two mea...

Mosaic Plot and Contingency Table (Cross-tabs)

Use to examine the relationship between two categorical variables. A contingency table displays the frequency and percentages of the distribution of the data in a matrix format, while a mosaic plot graphically displays the information.  The mosaic plot is a side-by-side divided bar chart that allows you to visually compare proportions of levels of one variable across the levels of a second variabl...

Histograms, Descriptive Statistics, and Stem and Leaf

Use histograms, descrpitive statistics, and stem and leaf plots to summarize and display the distribution of continuous variables. Histograms and stem and leaf plots allow you to assess the shape, centering and spread of the data. Distributions from Car Physical Data.jmp (Help > Sample Data Folder)   Histogram Tips: • To change the display from vertical to horizontal (as shown), click on the red ...

Mapping in Graph Builder

Use the Graph Builder to create interactive maps of U.S. states, U.S. counties, and worldwide countries and provinces. JMP® ships with these shape files. Other shape files (e.g., ESRI) can be used or you create your own custom maps. Basic Mapping From an open JMP data table, select Graph > Graph Builder.Drag a shape variable from the Variables list (for example, State) to main drop zone.Drag vari...

Scatterplots

Use to display the relationship between two continuous variables. Multiple scatterplots can be displayed together in a matrix plot. Scatterplots – Two Variables From an open JMP^® data table, select Analyze > Fit Y by X.Click on a continuous response (or dependent) variable in Select Columns, and Click Y, Columns.Click on a continuous predictor (or independent) variable, and click X, Factor. Click...

Box Plots

Use to display the distribution of continuous variables. Boxplots are based upon a set of summary statistics that describe the center and spread of data. Boxplots are a very useful way for comparing data bewteen groups. Box Plots – One Variable From an open JMP^® data table, select Analyze > Distribution.Click on one or more continuous variables from Select Columns, and Click Y, Columns (continuou...

Winter 2026 book club

Here is a nice present for you: the books for the Winter 2026 edition of the JMP book club have been chosen! Anne Milley (anne.milley@jmp.com) will lead on Eve on Tuesdays at 4 pm US Eastern time, starting on January 20. Trish Roth (patricia.roth@abbott.com) and Diana Ballard will lead on The Art of Uncertainty on Fridays at 1 pm US Eastern time, starting on January 30. Please email Anne or Trish ...

Happy Holidays from JMP!

Wishing all our members a joyful holiday season and a fantastic start to 2026! We look forward to connecting with you through more meetings and learning opportunities in the coming year. As always, you’ll find information about new events in the JMP Newswire.  Thank you for being part of our community—here’s to learning, sharing, and growing together in 2026!

Frohe Feiertage von JMP!

Wir wünschen allen Mitgliedern eine fröhliche Weihnachtszeit und einen fantastischen Start ins Jahr 2026! :party_popper: Wir freuen uns darauf, im kommenden Jahr bei weiteren Treffen und Lernmöglichkeiten mit Ihnen in Kontakt zu treten. Wie immer finden Sie Informationen zu neuen Veranstaltungen im JMP Newswire. Vielen Dank, dass Sie Teil unserer Community sind – auf ein gemeinsames Lernen, Teile...

Joyeuses fêtes de la part de JMP !

Nous souhaitons à tous nos membres de joyeuses fêtes et un excellent début d’année 2026 ! :party_popper: Nous avons hâte de vous retrouver lors de nouvelles rencontres et opportunités d’apprentissage au cours de l’année à venir. Comme toujours, vous trouverez les informations sur les nouveaux événements dans le JMP Newswire. Merci de faire partie de notre communauté — ensemble, continuons à appre...

Happy Holidays from JMP!

Wishing all our members a joyful holiday season and a fantastic start to 2026! :party_popper: We look forward to connecting with you through more meetings and learning opportunities in the coming year: 27 Jan. - Q1 Experimenters' Club28 Apr. - Q2 Experimenters' Club Thank you for being part of our community—here’s to learning, sharing, and growing together in 2026!

Happy Holidays from JMP!

Wishing all our members a joyful holiday season and a fantastic start to 2026! :party_popper: We look forward to connecting with you through more meetings and learning opportunities in the coming year. As always, you’ll find information about new events in the JMP Newswire.  Thank you for being part of our community—here’s to learning, sharing, and growing together in 2026!  

New in JMP 19 Journal from December User Group Meeting

Hi all,  Thanks for attending last week. Here's the journal I used. Please reach out with any questions you have. Jed

Design of Experiments Introduction Kit

Resources for Learning JSL

There are plenty of ways to learn scripting in JMP, however most of you probably will start on a self-study path. To support you we want to provide here a collection of useful resources but also to some of our official trainings relevant to this topic. In addition you'll find at some customer presentations about how JSL changed the way they work (might worth for some arguments to convince your man...

Scripters Club Recordings: Managing Your JMP Add-Ins

In this Scripters Club session, Justin Chilton, the developer behind the popular Add-In Manager on the JMP Marketplace, will showcase how to better organize, update, and deploy your JMP add-ins. Learn how this tool can simplify your scripting workflow and improve how you manage and share your custom solutions. Video 1: Managing Your Add-Ins (view in My Videos) Video 2: Updates on add-in builder, v...

JSL 4.0

Does it make sense to use the Scripters Club platform to discuss new and future enhancements to JSL? The aim would be to organize ideas, inform people about new features, and advertise future improvements.

Game Changers: Expression Handling9Data table subscripting 13Add-In Manager2017Python and R embedded 18Migrate to new JSL code editor  Comprehensive scripting index           Cool/helpful new Fea...

Model Validation Presentation - 12-3-2025

In JMP Pro, there are several types of model validation methods available that help ensure models are robust and predictions are stable. In this presentation, Senior JMP Systems Engineer Scott Allen walks through the different model validation options (validation subsets, cross validation, nested cross validation) and how different JMP platforms use the different methods. (view in My Videos) To di...

Association Analysis (Market Basket Analysis) Presentation - 11-5-2025

Presentation from JMP Systems Engineer Yasmine Hajar on Association Analysis, also commonly referred to as Market Basket Analysis. This tool helps uncover hidden patterns and relationships among categorical variables — something that is often overlooked when screening for key process parameters. (view in My Videos) To learn more about Association Analysis, view the documentation in the JMP Help Gu...

Files from COJUG meeting on 03 Dec 2025 in Columbus

Speakers from today's meeting should post their slides or journals as responses to this topic.

Need Guidance on Analyzing a DSD and Transitioning to an RSM Model

Hello everyone, I hope you’re doing well. I posted a question regarding DSD on JMP User community, but it was reported as spam for some reason? I will repost it here in hopes that someone might help. I’m a master’s student working on a research project that uses a Definitive Screening Design (DSD) in JMP to optimize a Vertical Axis Wind Turbine (VAWT). I have completed all 22 runs for my 8-factor ...

Recordings and discussion DOE Club Q4 2025

Introduction to JMP 19 new features with focus on Bayesian Optimization (view in My Videos) Further information: https://www.jmp.com/en/software/new-release/new-in-jmp Question 1: If we don't have historical data set, can we start a Bayesian Optimization? (view in My Videos) Victor: Yes, you can start with Space-Filling runs to cover your experimental space  Jonas : It needs at least one row in a ...

Winter 2026 JMP book club - pick a book!

We are happy to announce that JMP Women in STEM will be hosting a book club again! Between now and Dec. 19, help us choose which book(s) you would like to read and discuss. This survey will be open through December 19. After that, we will analyze the results and select book(s) to discuss. I'll post here again by December 24. You'll then be able to sign up for the book discussions, which will start...

Scripters Club Recording: R is Back Again in JMP 19 - Exploring R and Python Integration

R is making a powerful return in JMP 19, and it’s bringing Python along for the ride! Join Paul Nelson and Evan Carr from JMP Software Development team as they walk us through the new capabilities for R and Python integration in the latest release. This session will focus on how these languages now work more seamlessly with JSL, enabling more flexible and powerful scripting workflows. (view in My ...

Analyzing Genetic Diversity and Applying Genomic Selection Methods for Plant Breeding

(view in My Videos)   See how to: Include genomic data in plant breedingNavigate the genomic selection workflow sequenceApply techniques to a plant field experiment  

Monitoring and Controlling Complex Manufacturing Processes

(view in My Videos) See how to: Screen multiple processes over time Examine one process at a time using Control Chart BuilderExamine and compare multiple processes using Process Screening   (view in My Videos) See how to: Understand process shift Subgroup sample sizeSet shift and outlier thresholdSet shift detection parameterInterpret Exponentially Weighted Moving Average (EWMA) (view in My Vid...

Screening and Controlling Manufacturing Processes

  (view in My Videos)   See how to: Use  Process Stability and Process Screening to help control  complicated manufacturing processesScreen processes for many (1000+) process variables over time to determine process stability Import multiple files and format for process analysisScreen for outliers by quartile range and handle outliers as appropriateSave outlier cleanup script for future useScreen ...

Monitoring and Diagnosing Large-Scale Complex Processes

See how to compare and contrast situational usefulness of two methods for looking at lots of process variables at the same time: Model Driven Multivariate Control Charts (MDMCC) and Process Screening.   (view in My Videos)     Note: Q&A is included at ~ Times 16:28, 22:00, 23:56, 27:36, 40:24, 43:00 and 45:38.   Resources 2020 JMP Discovery Summit Presentation, Fault Detection and Diagnosis of th...

Using Model Visualization and Simulation to Understand Your Models

(view in My Videos)     Model visualization and Monte Carlo simulation in JMP are useful for understanding your statistical models and designing robust processes and products. This topic shows how to use the JMP Prediction Profiler to easily understand complicated statistical models, and how to use the Prediction Profiler to publish and share your process insights with non-statistical audiences. ...

Importare i dati in JMP e prepararli per l'analisi

    (view in My Videos) Vedrete come: Utilizzare le flessibili funzionalità di importazione e i potenti strumenti di manipolazione dei dati in JMPModellare i dati e rispondere a qualsiasi esigenza di analisiCombinare e organizzare i dati,Rimuovere le incongruenze nei dati importati o derivatiApplicare attributi per semplificare l'analisi e la reportistica.   Flusso Preparazione DatiFlusso Prepara...

Using Blocking When Designing Experiments

(view in My Videos)     See how to: Understand the restrictions associated with randomization, the difference between blocking and creating plots, and how to incorporate covariates into the design (1:26) Blocks are about variance and let you group homogeneous factors to isolate extraneous noise associated with the factors (like time of day)Plots address variability and let you organize units so y...

Using Multivariate Methods to Explore Data

(view in My Videos) See how to:     Understand and use Multivariate Methods (PCA, Clustering and K-Means)Create and interpret multivariate Scatter Plots and CorrelationsGroup records that have a large number of variables into smaller clusters of new variables based on common characteristicsCluster rows that share similar values across a number of variablesUse Hierarchical Clustering to create a d...

Using JMP® Pro for Enhanced Marketing Analytics and Consumer Research

See how to: Process, visualize, prepare to analysis and interpret results for free-form text Launch Text Explorer Identify Terms as the smallest pieces of text, similar to words in a sentence; Phrases as short collections of terms; and Documents as collections of words in a table cell Use Stemming to combine words that have common roots ...

Specialized Custom DOE for Experienced Experimenters

See how to: Augment designs to add constraints and support second-order models Improve a cooking experimental design by adding additional runs that exclude extreme settings known to be deleterious to the process (2:52) Add linear constraints and group new runs into blocks to make it easier to examine design Use Graph Builde...

Advanced Techniques for Working with Big Data

See how to: Understand how volume, velocity, variety, veracity, processing speed, memory, time and user patience impact approaches for handling tall and wide data Understand importance of approaches for handling big data - data filtering, column switching, predictor/response screening, collecting summary tables into graphs, automating variable reduction, sampling, finding miss...

Evaluating & Monitoring Your Process Using MSA and SPC

Understand measurement system analysis principles, including comparing Gauge R&R to the EMP (Evaluating the Measurement Process) approach described by Don Wheeler in the book EMP III –Using Imperfect Data (2006). Use the attached data to use to practice using some of the techniques presented.  The data, updated regularly, is also found at goldensnowball.com. ...

JSL for Building Interactive Dialogs for Automated Workflows

See how to use JSL to automate repetitive process monitoring by implementing control chart scripts. Although the demo is a follow-up to the Mastering JMP session Tracking and Trending Manufacturing Metrics, the techniques for creating scripts by borrowing and gluing together JMP auto-generated code can be used to build scripts for any repetitive tasks. ...

Producing and Interpreting Basic Statistics

(view in My Videos) See how to: Look at box plots and statistics, as originally proposed by Mary Eleanor Spear as a way to present information about populations of people Examine how box plots graphically communicate information about the central tendency and spread of data regardless of its underlying distributionDeploy JMP to create box plot to understand the distribution of the data and genera...

Time Series Forecasting

(view in My Videos)   See how to: Launch Time Series Forecasting specialized modelingUnderstand how a recommended set of models are automatically fit to the time series and how optimal models are used for forecastingSelect and interpret forecast settings, including NAhead, Period, NHoldout, Preserve Model Selection Criterion, Forecast Interval Level and Imputation for Applicable ModelsInterpret b...

Using Structural Equation Models to Uncover Relationships between Observed and Latent Variables

See how to: Understand the basics of SEM Confirmatory Factor Analysis (CFA) – a multivariate statistical procedure to test how well measured variables represent the number of constructs and confirm or reject a theory Path Analysis - an extension of the regression model built from the correlation matrix that compares two or more casual models and...

Building Custom Applications using JMP®

  (view in My Videos)   See how to: Create dashboards Combine report windowsSave and share dashboardsSave script to script window and use it to create a query using Query Builder Save Dashboard as a JMP Add-In and install Add-In Create a JMP Application (.jmpapp) and understand how to save application scripts using the ADDIN_HOME directory   Note: Q&A is interspersed throughout.     Resources Ins...

Identifying Unusual Patterns that Might Indicate Data Integrity Issues

(view in My Videos)   See how to: Explore PatternsIdentify duplicate values Find Most Duplicated Values - values that appear most frequently within column                                         Find Longest Runs - values that repeats in consecutive rows within columnFind Longest Duplicated Sequences- sequence of values that repeats within columnFind Duplicates Across Columns- sequence of values ...