##### Spreadsheet Data Analysis Tutorial Series
This series of self-paced tutorials show how to analyze data using a spreadsheet program.

Keywords: Resources @ HHMI - BioInteractiveScientific ProcessStatistics and MathScientific MethodologyHigh School

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##### Spreadsheet Tutorial 1 -- Formulae, Functions, and Averages | HHMI BioInteractive
This introduction to spreadsheet programs describes the basic organization of a worksheet, how to organize and format your data, how to perform simple mathematical calculations, how to use built-in...

Keywords: Resources @ HHMI - BioInteractivesummary statisticsScientific ProcessScientific MethodologyHigh School

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Generate a histogram using a variety of methods.

Keywords: Resources @ HHMI - BioInteractiveScientific ProcessStatistics and MathScientific MethodologyHigh School

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##### Testing for Hardy-Weinberg Equilibrium
Numbers Count Excel resource
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##### More In Depth Spreadsheet Management Adaptation of Data Management using NEON Small Mammal Data
This adaptation consists of three exercises that introduce students to 1) format spreadsheet data tables, 2) carry out spreadsheet quality control, and 3) count/sort/filter data of interest in...

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##### UDL Guidelines Workbook
A tool for analyzing a resource's alignment to CAST's Universal Design for Learning Guidelines
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##### 2008-Ahmed_Mohameden-Solving initial-value second order ordinary differential equations on an Excel spreadsheet
This paper presents a friendly method of solving initial-value second order differential equations (DEs) analytically on a MS Excel© workbook.

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##### 3-004-VanderPol-ModelingScenario
This paper presents an electronic spreadsheet model of the Van der Pol oscillator, a well-known nonlinear second-order ordinary differential equation.

Keywords: phase planeVan der Pol oscillatorlimit cycleRunge-Kutta methodLienard equation

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##### Developing a community resource to find and share summer Research Experience for Undergraduates (REU) opportunities
Instructors can use this module to introduce students to searching for and identifying summer Research Experiences for Undergraduates (REU) online, with a focus on National Science Foundation (NSF)...

Keywords: Resources @ NSF - NCCSTSecology labField researchREUresearch experience for undergraduatesfield ecology

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##### 6-068-VisualizingPredator-PreyCycles
In this modeling scenario, we propose a gentle introduction to limit cycles using nullcline analysis and a spreadsheet graphical approach via the fourth-order Runge-Kutta method. We will be...

Keywords: nullclinespredator-preyGeometrypredatorRunge-Kuttapreylimit cycle

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##### Working with spreadsheet-style data in Python with pandas and seaborn
This 4-hour participatory live-coding workshop takes learners through the basics of programming in Python via the Jupyter Lab interface and culminates with exploration and visualization of...

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##### Math and Stats in the Biology Classroom with HHMI BioInteractive
Conquer basic math and statistics used in biology while exploring classroom-ready resources. Concepts include central tendency and variation, spreadsheet skills, graphing, and data analysis with...

Keywords: HHMI BioInteractive

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Calculate t-values and perform t-tests using built-in functions.

Keywords: Resources @ HHMI - BioInteractiveScientific ProcessStatistics and MathScientific Methodology

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##### Spreadsheet Tutorial 3 - Column Graphs, Error Bars, and Standard Error of the Mean
Generate a column or bar graph with standard error bars.

Keywords: Resources @ HHMI - BioInteractiveScientific ProcessStatistics and MathScientific MethodologyHigh School

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##### Spreadsheet Tutorial 2 - Autofill Data, Cell References, and Standard Deviation
Generate a table with autofill, and use absolute cell reference to calculate variance and standard deviation.

Keywords: Resources @ HHMI - BioInteractiveScientific ProcessStatistics and MathScientific MethodologyHigh School

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##### The Magic of Doctopus: A quick and easy way to deliver pre-named, pre-shared Google documents directly to your students’ Google drive
Cloud-based applications, such as Google Docs, enable authors to collaboratively write and edit documents, spreadsheets, and other products.  Such collaborations can provide powerful learning...

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##### 2022-Kalman-Improved Approaches Discrete Continuous Logistic Equation
In the precalculus curriculum, logistic growth generally appears in either a discrete or continuous setting. These actually feature distinct versions of logistic growth, and textbooks rarely...

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A dynamic database of modules discoverable on QUBES that are ready or adaptable for online learning. Anyone can use or contribute to this database.

Keywords: modulesWorksheet

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Adapted the examples to Anatomy and Physiology relevant topics and implemented in BIO165L Anatomy and Physiology I Laboratory for non-majors.

Keywords: Resources @ HHMI - BioInteractivesummary statisticsScientific ProcessScientific Methodology

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##### Climate-Induced Shifts in California Butterflies
A module in which students generate and test hypotheses about butterfly species’ response to climate change in the Central Valley and Sierra Nevada Mountains of northern California using publicly...

Keywords: linear regressionScatter Plotsclimate changephenologyhypothesis formulationmountainsCaliforniapublic dataCODAP

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