Python Coding Rubric
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Programs & methods
Python software Secondary Data Analysis Workshop (Introductory/AP Statistics)
This handout is intended for those interested in teaching/learning basic introductory statistics concepts to analyze real data. Students will learn how to tell a story using secondary data analysis. The handout is for Python and the US Longitudinal Study of Adolescent Health data set. For handouts, the data set code book and raw data file, a PowerPoint to accompany the handout, or questions please email kristin.flaming@gmail.com or ldierker@wesleyan.edu. This handout was developed as a condensed
9th - 12th, Higher Education
Statistics
Statistics Survey project Discovery (broken down into sections) with Rubric
This is a broken down (scaffolded) packet of instructions/ guide for a Stats Project for Math 1 HS or 8th grade students. The goal of the project is for students to take a statistical survey on quantitative data (numbers) of their choice. Using this data from the survey, the following will be included in the project: Survey- the question being askedSurvey responses (requirement of 30)Data organization: Bar chart, Histogram, Dot PlotMeanMedianModeBox and Whisket Plot5 number summary (Q1,Q2,Q3, mi
7th - 12th, Adult Education, Higher Education
Applied Math, Math, Statistics
CCSS
HSS-ID.A.1
, HSS-ID.A.2
, HSS-ID.A.3
+16
Coding (Mean, Variance and Standard Deviation using Coding)
This is a whole lesson looking at using Coding and how to use it to make finding the mean, variance and standard deviation easier. It looks at rearranging as a part of the skills required and is very clear at why coding is used and how to use it. This lesson is ready to go, with no prep required. It is also great for home learning. 21 slide presentation + worksheet. + starter + learning objectives (differentiated) + Video + Activity + Excellent teaching slides (with custom animation) + Superb
10th - 12th, Higher Education
Algebra 2, Statistics
Also included in: Statistics ALL LESSONS
Probability and Statistics-Hazard-Design a baseball simulator w/ Rubric
Students learn the rules of probability by exploring the statistics of a real baseball season and then analyze how likely scenarios are. They design the actual simulator!!! Relevant, Authentic, Active, and engaging is my style. I wrote this activity so you didn't have to! ***FREE DOWNLOAD ON MY STORE PAGE FOR THE EXCEL FILE FOR STUDENTS TO INPUT DATA****.
9th - 12th, Higher Education
Statistics
Internal Assessment Example: IB Biology SL/HL (Photosynthesis) 2016 Rubric
This is an example Internal Assessment that can be used in the classroom to have students utilize the IA rubric for grading. Having students justify their rubric choices with samples from the text will assist students in understanding the requirements of the IA.
11th - 12th, Higher Education
Biology, Science, Statistics
Internal Assessment Example: IB Biology SL/HL (Cellular Respiration) 2016 Rubric
This is an example Internal Assessment that can be used in the classroom to have students utilize the IA rubric for grading. Having students justify their rubric choices with samples from the text will assist students in understanding the requirements of the IA.
11th - 12th, Adult Education, Higher Education
Biology, Science, Statistics
Complete Teach Ready Bundle for Data Rookies Labs: Data Mining with Orange
Teach Data Mining Without Code – Everything You Need, Ready to GoNo programming. No prep. No guesswork. *** SEE PREVIEW FOR DETAILS ABOUT THIS PROGRAM (ABOVE) *** Note this is for the LAB EXERCISE portion of the curriculum which may be used with or independently of the content textbook. (details in preview) This all-in-one, ready-to-teach bundle gives you everything you need to deliver a complete data mining curriculum using Orange, a free, visual data analysis platform built for beginners (wor
9th - 12th, Adult Education, Higher Education
Business, Computer Science - Technology, Statistics
Complete Teach Ready Bundle - Data Rookies Labs: Intro to Analytics with Orange
Teach Data Analytics Visually – No Code Required, Everything ReadyEverything you need to teach real data science— without writing a single line of code. *** SEE PREVIEW FOR DETAILS ABOUT THIS PROGRAM (ABOVE) *** Note this is for the LAB EXERCISE portion of the curriculum which may be used with or independently of the content textbook. (details in preview) This complete, classroom-ready bundle gives you everything you need to introduce data analytics through Orange, a powerful, free, drag-and-dr
9th - 12th, Adult Education, Higher Education
Business, Computer Science - Technology, Statistics
Statistics for IBDP and AP Students: How Do I Organize My Research Study?
This lesson will add value to your already great curriculum! It provides a colorful and easy-to-understand RUBRIC TO HELP STUDENTS ORGANIZE AND PLAN THEIR STUDY. We all know failing to plan is planning to fail. But, students will succeed with this lesson! You can help your students become statistics superstars. Colleges are clamoring for these students. This lesson will help your students become competitive at top colleges.
11th - 12th, Higher Education
Statistics
Key Performance Data Dashboards Bundle
Bundle includes presentation slides, printable graphic organizer for written practice, virtual graphic organizer for online practice, final project template and rubric. Student assignments are in three parts: Part 1: Print out KPI graphic organizer on 11x17 for students to draw sample charts showcased on presentation slides. Part 2: Virtual graphic organizer practice on Canva. Part 3: Final KPI Dashboard project Canva template.
8th - 12th, Adult Education, Higher Education
Business, Statistics
Teach Ready Resource Bundle for Data Rookies Labs: Data Mining with R
Everything Ready. Just Open and Teach.Data Rookies Labs: Data Mining with R – Complete Instructor Support BundlePLEASE note this accompanies this book available here: Data Rookies Labs: Data Mining with R -Instructor PDF edition | TPT*** SEE PREVIEW LINK ABOVE FOR DETAILED PRODUCT AND SERIES INFO*** No coding prep. No content writing. No stress.This complete teaching toolkit gives you everything you need to lead a hands-on, R-based course in data mining—without spending hours on lesson prep. Fr
9th - 12th, Adult Education, Higher Education
Business, Computer Science - Technology, Statistics
Data Analysis Review Project for A.P. Statistics
This project reviews the data analysis unit for A.P. Statistics. Data collected from students will be their height and shoe size. The file includes the project description page to be handed to students along with a rubric. Included are the step-by-step Excel directions on analyzing the data and creating histograms. The project also includes an investigation on the correlation between height and shoe size. This portion of the project may work for Algebra 2 teachers wishing to review the least squ
10th - 12th, Higher Education
Statistics
Should I Stay or Should I Go?
This is a statistics project that can be adapted to any grade level. This particular one is for already set up for a high school statistics class. This comes with websites for the students to use, three rubrics for grading, complete instructions, and sample topics. This project has been successful in my classroom. My students have been able to take everything that they have learned from the whole year and combine it into one project. It is a great project as a final!
10th - 12th, Higher Education
Statistics
Probability and Statistics Design a Game Activity
Creating an entertaining game from a carnival, amusement park or a board game. Concepts beyond simple probability. Students have to make tangible items and be able to play it in class with instructions and of course explain the probability. Rubric included which requires students to explain the probability. Real, authentic, active, engaging is my style. I wrote this activity so you didn't have to!
9th - 12th, Higher Education
Statistics
Sampling Methods Project (SRS, convenience, systematic, cluster, and stratified)
This is a sampling methods project that can also be used as a class activity. Students create different samples from a population of 60. Sampling methods include SRS, convenience, systematic, cluster, and stratified. Sheet 1 contains the project data and instructions. Sheet 2 contains a rubric for grading.
9th - 12th, Higher Education
Math, Statistics
Bluman Statistics Chapter 1 Project
This is an end of Chapter 1 project aligned with the Bluman Statistics textbook, focussing on types of data, levels of measure, quantitative vs qualitative, continuous vs discrete, observational vs experimental, independent vs dependent variables, and confounding variables. It is a word document, so changes can be made for your individual class. Grading rubric is included.
11th - 12th, Higher Education
Math, Statistics
AP Macroeconomics | No Prep FRQs Bundle | 10 Complete Prompts |
🎓 AP Macroeconomics FRQ BUNDLE (1–10) Title:AP Macroeconomics | 10 No-Prep FRQs | Complete Exam Practice Bundle | Full Product Description:Overview: This 10-FRQ AP Macroeconomics Bundle provides a complete, no-prep set of exam-style Free Response Questions designed to mirror the rigor, structure, and style of the official College Board exam. Each FRQ includes real data excerpts, authentic visuals, guiding questions, rubrics, and answer checklists — all formatted for instant classroom use
9th - 12th, Adult Education, Higher Education
Economics , Other (Social Studies), Statistics
Excel Projects for Statistics Frequency Distributions and Charts
This file contains three different projects with solutions and a quick reference card for students. It correlates to Bluman's Elementary Statistics textbook.
First is an Introduction to Excel. There is an example, guided practice and then 4 Projects. The instructions are on each sheet. The topics covered are: basic editing and formatting, beginning charts, beginning formulas, such as SUM and AVERAGE, and calculations. There is an editable grading rubric for this project. The Preview file
8th - 11th, Adult Education, Higher Education
Statistics
Teach Ready Resource Bundle for Data Rookies Labs: Intro to Analytics with R
Teach Ready Resource Bundle for Data Rookies Labs: Intro to Analytics with RPLEASE note this accompanies this book available here: Data Rookies LABS: Intro to Analytics with R - Instructor PDF edition**** VISIT PREVIEW LINK ABOVE FOR DETAILED INFORMATION ************ Teach hands-on data analytics with R confidently and efficiently.This all-in-one instructor bundle provides comprehensive teaching resources to support the Data Rookies Labs: Introduction to Analytics with R workbook (sold separat
9th - 12th, Adult Education, Higher Education
Business, Computer Science - Technology, Statistics
Teach Ready Resource Bundle for Data Rookies Labs: Data Wrangling with R
PLEASE note this accompanies this book available here: Data Rookies Labs: Data Wrangling with R - Instructor Edition PDF *** VIEW PREVIEW ABOVE FOR DETAILS OF CURRICULUM AND PRODUCT*** Data Rookies Labs: Data Wrangling with R – Complete Instructor Support Bundle All the prep is done—just open, teach, and watch your students build real R skills.This fully-loaded teaching bundle gives you everything you need to run a complete data wrangling course using R, with zero prep time. Slides? Done. L
9th - 12th, Adult Education, Higher Education
Business, Computer Science - Technology, Statistics
Teach Ready Resource Bundle for AI Rookies Labs: Learn Text Analytics and NLP
Everything Ready. Just Open and Teach.AI Rookies Labs: Text Analytics with R – Complete Instructor Resource PackPLEASE note this accompanies this book available here: AI Rookies LABS: Learn Text Analytics and NLP Using R - Instructor PDF edition**** SEE PREVIEW LINK ABOVE FOR DETAILED INFFORMATION ****** Teach Natural Language Processing Without the Overwhelm This complete, classroom-ready instructor bundle makes it easy to teach real-world text analytics and NLP using R—without hours of prep.
9th - 12th, Adult Education, Higher Education
Business, Computer Science - Technology, Statistics
AP Microeconomics | No Prep FRQs Bundle | 10 Complete Prompts |
🔥 AP Microeconomics FRQ Complete Bundle 🎨 TitleAP Microeconomics | Complete 10 FRQs | No Prep Free Response Bundle | AP Exam Practice | K-12 Full Product DescriptionMaster every major unit of AP Microeconomics with this Complete 10 FRQ Bundle — an all-inclusive, No Prep classroom and exam-practice resource built for high-school and AP-level economics instruction. Each FRQ features authentic prompts, multi-stimulus data sets, excerpts from economic theory, and government or research-base
9th - 12th, Adult Education, Higher Education
Economics , Other (Social Studies), Statistics
AP Microeconomics | No Prep FRQs | Elasticity & Consumer Choice |
FRQ #2 | Elasticity and Consumer ChoiceTitleAP Microeconomics | Elasticity & Consumer Choice | No Prep FRQ |Full Product Description🧠 Overview & PurposeStudents investigate how responsiveness to price changes shapes firm strategy and consumer behavior. They compute and interpret elasticity | apply the total revenue test | connect elasticity to pricing and promotions | and analyze how tax incidence depends on relative elasticities. ✏️ How It Can Be Used• AP exam practice set | timed or untimed
9th - 12th, Adult Education, Higher Education
Economics , Other (Social Studies), Statistics
Also included in: AP Microeconomics | No Prep FRQs Bundle | 10 Complete Prompts |
Linear and exponential function best fit line for US Forever Postage Project
In this project, students are asked to research the history of USPS and find historic data of US forever stamp prices for the past 50 years. They are asked to use the data to create a scatter/plot (time series) and create a line of best fit. They are asked to create both a linear model and an exponential model, and compare which of the two models is a better for the data collected. Then they would use the best fit line to make prediction of future postage.
Rubric of this project is also attache
10th - 12th, Adult Education, Higher Education
Algebra 2, Applied Math, Statistics
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