teachComputing
  • Home
  • AI
    • AI Literacy >
      • AI Alliteration
      • Describing Monsters
      • Dystopian writing
      • Bringing literacy to life with AI
      • AI Literacy Prompts
    • AI Computing >
      • AI Computing Lessons >
        • Make me happy
        • Chatting Robot
        • Supervised Learning
        • Fooled
        • Socratic Debate
        • Moral Machine
      • AI Coding Strategies
      • AI Computing Prompts
    • AI Prompts
  • Teaching & Learning
    • Wellbeing
    • Blog
    • Humour >
      • Teacher Humour
      • Teacher Humor
    • PLN Challenge >
      • Covering your backside
      • Online Privacy
      • Twitter Challenge >
        • Twitter All Star
        • Challenge 1
        • Challenge 2
        • Challenge 3
        • Tips for staying safe on Twitter
        • Tips for hosting Edu Twitter Chats
        • Tips for taking part in Twitter chats
        • It's all about the hashtag! Essential chats for educators
        • How to storify a chat
        • How to schedule Tweets
        • Twitter Lists
        • NT2tEU
      • Facebook Challenge >
        • Challenge 4
        • Challenge 5
        • Challenge 6
        • Tips for staying safe on Facebook
      • Google Challenge >
        • Challenge 7
        • Challenge 8
        • Challenge 9
      • Pinterest Challenge >
        • Challenge 10
        • Challenge 11
        • Challenge 12
        • Tips for using Pinterest
      • Blog Challenge >
        • Challenge 13
        • Challenge 14
        • Challenge 15
        • How to create a classroom blog
      • Staffrm Challenge >
        • Challenge 16
        • Challenge 17
        • Challenge 18
      • Skype Challenge >
        • Challenge 19
        • Challenge 20
        • Challenge 21
      • Edmodo Challenge >
        • Challenge 22
        • Challenge 23
        • Challenge 24
      • TeachMeet Challenge >
        • Challenge 25
        • Challenge 26
        • Challenge 27
      • In-school challenge >
        • Challenge 28
        • Challenge 29
        • Challenge 30
      • 30 ways to grow your PLN
    • Tools for Teachers >
      • Web 2.0 >
        • Top 10 Web 2.0 Tools
        • Classroom Response Tools
      • Quiz Tools
      • Classroom Management Tools
      • Software >
        • Media Conversion Tools
        • Application Software
      • Multimedia >
        • Free Music
    • BYOD
    • Digital Leaders >
      • Digital Leaders Blog >
        • DL Archive
      • DL Tips
      • Quotes
      • Links
    • Flipped Learning >
      • Flipped Classroom vs. Blended Classroom
    • Gamification >
      • Gamification vs. Game Based Learning vs. Game Design
    • School Closures
    • Game Based Learning >
      • Minecraft >
        • Minecraft in Education
        • Minecraft Lesson Ideas
        • Minecraft Literacy
        • Real Life Minecraft
        • Minecraft Top Tips
        • Minecraft Coding Tutorials >
          • Minecraft Code Builder Setup
          • Minecraft Code: Walking on Air
          • Minecraft Code: Hello World
          • Minecraft Code: Functions
          • Minecraft Code: Rainbow
          • Minecraft Code: Skyscraper
          • Minecraft Pixel Art
    • The magic of >
      • The magic of Computing
      • The magic of Maths
      • The magic of Science
      • The magic of Literacy
    • Road2e2
    • T&L Blog
  • Computing
    • Computing Blog >
      • GCSE Computer Science
      • General
    • Teaching Computer Science >
      • CPD >
        • Blocks to Code
        • Tutorials >
          • How to embed Flash into PowerPoint
          • How to embed YouTube videos in to PowerPoint
          • How to create a wiki
          • How to create a classroom blog
      • Schemes of Work
      • Programming Resources
      • Theory
      • Posters
      • Festive Computing Activities
      • FLOPPYS 2020
      • FLOPPYS 2021
      • FLOPPYS 2022
      • Game Design
      • App Creation
    • Theory Lessons >
      • Theory Tests
      • Computer Hardware >
        • Input / Output
        • CPU
        • LMC
        • Storage Devices
        • Memory (RAM / ROM)
        • Hardware
      • Binary Lessons >
        • Units of Data
        • Binary Representation
        • Binary Representation of Images
        • Binary Representation of Images (Festive)
        • Binary Representation of Characters
        • Binary Representation of Sound
        • Binary Representation of Instructions
        • Binary Addition
        • Hexadecimal
      • Software >
        • Operating System
        • Types of Software
        • Utility Software
      • Programming >
        • Flowcharts
      • Computational Thinking >
        • Data Science
    • Digital Literacy >
      • Social Media (Good or Bad thing?)
      • Cyberbullying
      • Staying Safe Online
    • ICT Strand >
      • Fake News Project >
        • Fake News 1
        • Fake News 2
        • Fake News 3
        • Fake News 4
        • Fake News 5
      • Spreadsheet Modelling
      • Superhero Movie Trailer
      • PowerPoint Task
      • Digital Imaging
      • Paint 3D Tutorial
    • Programming Lessons >
      • Scratch >
        • Festive Scratch >
          • Music Festive with Scratch
          • Turtle Snowflakes
          • What's your elf name
          • Secret Santa
        • Making music with Scratch
        • Sorting Hat Lesson
        • Turtle Time
        • Superhero name generator
        • Compliment Generator
        • Magic 8 ball
      • Python >
        • Chatbot
        • Coding Golf
        • Turtle Time >
          • Turtle Instructions
        • Magic 8 ball
        • Python Mad Libs
        • Rock Paper Scissors
        • Shakespearean Insult Generator >
          • Shakespearean Insult Generator Part 2
        • Compliment generator
        • Sorting Hat
        • Superhero name generator
        • Cards Against
        • Guess the word
        • Guess the number
        • Festive Python >
          • What's your elf name
          • Secret Santa
          • Turtle Snowflakes
      • Little Man Computer
      • Hour of Code >
        • Hour of Code Music
        • Python Tutorials
        • HoC 8-Bit Challenge
        • Music MicroPython (Festive)
      • Raspberry Pi >
        • Networking the Pi
        • Minecraft Pi
        • Harry Potter Sorting Hat >
          • Harry Potter Sorting Hat (GPIO)
        • Raspberry Pi LTSP (Networked Classroom)
        • Astro Pi
    • Homeschooling
    • Remote Learning >
      • Fun Python Tutorials
      • Python Tutorials >
        • Chatbot Tutorial
        • Dice Roll
        • Turtle Tutorial
        • Magic 8 ball
        • Sorting Hat
        • Rock Paper Scissors Tutorial
        • Cards Against
        • Python Mad Libs
        • Shakespearean Insult Generator >
          • Shakespearean Insult Generator Part 2
        • Guess the word
        • Guess the number
        • Superhero name generator
        • Compliment generator
        • Festive Python Tutorials >
          • What's your elf name
          • Secret Santa
          • Turtle Snowflakes
      • Scratch Tutorials >
        • Sorting Hat
        • What's your superhero name
        • Turtle Time Tutorial
        • Compliment Generator
        • Magic 8 Ball
        • Festive Scratch Tutorials >
          • Festive Music with Scratch
          • Secret Santa Scratch Tutorial
          • Turtle Snowflakes Tutorial
          • What's your elf name
    • Revision >
      • Data Representation >
        • Binary Representation of Images
        • Binary Representation of Sound
  • 21 Things
    • 21 Things To Try >
      • ConnectEd
      • Social Media >
        • Twitter
        • Pinterest
        • Facebook Groups
        • Facebook Pages
        • Google+ Communities
        • Staffrm
        • Edmodo
        • Mystery Skype
        • Blogging
        • Classroom Blogging
      • Gamification
      • Flipped Classroom
      • Breakout Edu
      • Edu Podcasts
      • Jar of Awesome
      • TeachMeet
      • Team Teaching
      • Mixed Reality
      • Digital Leaders
      • Genius Hour
      • Sketchnoting
    • Computing >
      • CS 20
      • Code Golf
      • PRIMM
      • Under The Hood
      • Unplugged
      • Podcasts
      • Facebook Groups CS
      • Flipped Classroom CS
      • Teach with Magic
      • Socratic Debate
      • Coding Music
    • 21 Things Keep Fit >
      • 20 Health Hacks
      • Home Health Hacks
    • 21 Things PLN >
      • Edmodo
      • Twitter
      • Reply to a blog
      • Skype
      • Cofee Edu
      • Pinterest
      • Reach out
      • Conferences
      • Instagram
      • Ning
      • MEC
      • Voxer
      • LinkedIn
  • Microbit
    • Physical Computing >
      • micro:bit LEDs
      • micro:bit PIR
      • micro:bit Servo
      • micro:bit Temp
      • micro:bit LDR
      • micro:bit Moisture
      • micro:bit RGB LEDs
      • micro:bit HC-SR04 3v3
      • micro:bit HC-SR04 5v
      • micro:bit Push button
      • micro:bit Potentiometer
      • micro:bit Piezo
    • Music >
      • Music Festive
    • Festive Projects
    • Projects >
      • Music
      • Music MicroPython
      • Servo Animals
    • Lessons >
      • Magic 8 Ball
      • Harry Potter Sorting Hat
    • Quick Start Guide
    • Microbit Simulator
  • #100 Ideas
    • Testimonials
    • Competition >
      • Competition 2
    • Worksheets
    • Bonus Ideas >
      • What's your elf name
      • Make me happy
      • Guess the word
      • Cards Against Humanities
      • Compliment generator
      • Data Science
    • Curriculum
    • ISTE
    • CSTA
  • About
    • Privacy
  • Home
  • AI
    • AI Literacy >
      • AI Alliteration
      • Describing Monsters
      • Dystopian writing
      • Bringing literacy to life with AI
      • AI Literacy Prompts
    • AI Computing >
      • AI Computing Lessons >
        • Make me happy
        • Chatting Robot
        • Supervised Learning
        • Fooled
        • Socratic Debate
        • Moral Machine
      • AI Coding Strategies
      • AI Computing Prompts
    • AI Prompts
  • Teaching & Learning
    • Wellbeing
    • Blog
    • Humour >
      • Teacher Humour
      • Teacher Humor
    • PLN Challenge >
      • Covering your backside
      • Online Privacy
      • Twitter Challenge >
        • Twitter All Star
        • Challenge 1
        • Challenge 2
        • Challenge 3
        • Tips for staying safe on Twitter
        • Tips for hosting Edu Twitter Chats
        • Tips for taking part in Twitter chats
        • It's all about the hashtag! Essential chats for educators
        • How to storify a chat
        • How to schedule Tweets
        • Twitter Lists
        • NT2tEU
      • Facebook Challenge >
        • Challenge 4
        • Challenge 5
        • Challenge 6
        • Tips for staying safe on Facebook
      • Google Challenge >
        • Challenge 7
        • Challenge 8
        • Challenge 9
      • Pinterest Challenge >
        • Challenge 10
        • Challenge 11
        • Challenge 12
        • Tips for using Pinterest
      • Blog Challenge >
        • Challenge 13
        • Challenge 14
        • Challenge 15
        • How to create a classroom blog
      • Staffrm Challenge >
        • Challenge 16
        • Challenge 17
        • Challenge 18
      • Skype Challenge >
        • Challenge 19
        • Challenge 20
        • Challenge 21
      • Edmodo Challenge >
        • Challenge 22
        • Challenge 23
        • Challenge 24
      • TeachMeet Challenge >
        • Challenge 25
        • Challenge 26
        • Challenge 27
      • In-school challenge >
        • Challenge 28
        • Challenge 29
        • Challenge 30
      • 30 ways to grow your PLN
    • Tools for Teachers >
      • Web 2.0 >
        • Top 10 Web 2.0 Tools
        • Classroom Response Tools
      • Quiz Tools
      • Classroom Management Tools
      • Software >
        • Media Conversion Tools
        • Application Software
      • Multimedia >
        • Free Music
    • BYOD
    • Digital Leaders >
      • Digital Leaders Blog >
        • DL Archive
      • DL Tips
      • Quotes
      • Links
    • Flipped Learning >
      • Flipped Classroom vs. Blended Classroom
    • Gamification >
      • Gamification vs. Game Based Learning vs. Game Design
    • School Closures
    • Game Based Learning >
      • Minecraft >
        • Minecraft in Education
        • Minecraft Lesson Ideas
        • Minecraft Literacy
        • Real Life Minecraft
        • Minecraft Top Tips
        • Minecraft Coding Tutorials >
          • Minecraft Code Builder Setup
          • Minecraft Code: Walking on Air
          • Minecraft Code: Hello World
          • Minecraft Code: Functions
          • Minecraft Code: Rainbow
          • Minecraft Code: Skyscraper
          • Minecraft Pixel Art
    • The magic of >
      • The magic of Computing
      • The magic of Maths
      • The magic of Science
      • The magic of Literacy
    • Road2e2
    • T&L Blog
  • Computing
    • Computing Blog >
      • GCSE Computer Science
      • General
    • Teaching Computer Science >
      • CPD >
        • Blocks to Code
        • Tutorials >
          • How to embed Flash into PowerPoint
          • How to embed YouTube videos in to PowerPoint
          • How to create a wiki
          • How to create a classroom blog
      • Schemes of Work
      • Programming Resources
      • Theory
      • Posters
      • Festive Computing Activities
      • FLOPPYS 2020
      • FLOPPYS 2021
      • FLOPPYS 2022
      • Game Design
      • App Creation
    • Theory Lessons >
      • Theory Tests
      • Computer Hardware >
        • Input / Output
        • CPU
        • LMC
        • Storage Devices
        • Memory (RAM / ROM)
        • Hardware
      • Binary Lessons >
        • Units of Data
        • Binary Representation
        • Binary Representation of Images
        • Binary Representation of Images (Festive)
        • Binary Representation of Characters
        • Binary Representation of Sound
        • Binary Representation of Instructions
        • Binary Addition
        • Hexadecimal
      • Software >
        • Operating System
        • Types of Software
        • Utility Software
      • Programming >
        • Flowcharts
      • Computational Thinking >
        • Data Science
    • Digital Literacy >
      • Social Media (Good or Bad thing?)
      • Cyberbullying
      • Staying Safe Online
    • ICT Strand >
      • Fake News Project >
        • Fake News 1
        • Fake News 2
        • Fake News 3
        • Fake News 4
        • Fake News 5
      • Spreadsheet Modelling
      • Superhero Movie Trailer
      • PowerPoint Task
      • Digital Imaging
      • Paint 3D Tutorial
    • Programming Lessons >
      • Scratch >
        • Festive Scratch >
          • Music Festive with Scratch
          • Turtle Snowflakes
          • What's your elf name
          • Secret Santa
        • Making music with Scratch
        • Sorting Hat Lesson
        • Turtle Time
        • Superhero name generator
        • Compliment Generator
        • Magic 8 ball
      • Python >
        • Chatbot
        • Coding Golf
        • Turtle Time >
          • Turtle Instructions
        • Magic 8 ball
        • Python Mad Libs
        • Rock Paper Scissors
        • Shakespearean Insult Generator >
          • Shakespearean Insult Generator Part 2
        • Compliment generator
        • Sorting Hat
        • Superhero name generator
        • Cards Against
        • Guess the word
        • Guess the number
        • Festive Python >
          • What's your elf name
          • Secret Santa
          • Turtle Snowflakes
      • Little Man Computer
      • Hour of Code >
        • Hour of Code Music
        • Python Tutorials
        • HoC 8-Bit Challenge
        • Music MicroPython (Festive)
      • Raspberry Pi >
        • Networking the Pi
        • Minecraft Pi
        • Harry Potter Sorting Hat >
          • Harry Potter Sorting Hat (GPIO)
        • Raspberry Pi LTSP (Networked Classroom)
        • Astro Pi
    • Homeschooling
    • Remote Learning >
      • Fun Python Tutorials
      • Python Tutorials >
        • Chatbot Tutorial
        • Dice Roll
        • Turtle Tutorial
        • Magic 8 ball
        • Sorting Hat
        • Rock Paper Scissors Tutorial
        • Cards Against
        • Python Mad Libs
        • Shakespearean Insult Generator >
          • Shakespearean Insult Generator Part 2
        • Guess the word
        • Guess the number
        • Superhero name generator
        • Compliment generator
        • Festive Python Tutorials >
          • What's your elf name
          • Secret Santa
          • Turtle Snowflakes
      • Scratch Tutorials >
        • Sorting Hat
        • What's your superhero name
        • Turtle Time Tutorial
        • Compliment Generator
        • Magic 8 Ball
        • Festive Scratch Tutorials >
          • Festive Music with Scratch
          • Secret Santa Scratch Tutorial
          • Turtle Snowflakes Tutorial
          • What's your elf name
    • Revision >
      • Data Representation >
        • Binary Representation of Images
        • Binary Representation of Sound
  • 21 Things
    • 21 Things To Try >
      • ConnectEd
      • Social Media >
        • Twitter
        • Pinterest
        • Facebook Groups
        • Facebook Pages
        • Google+ Communities
        • Staffrm
        • Edmodo
        • Mystery Skype
        • Blogging
        • Classroom Blogging
      • Gamification
      • Flipped Classroom
      • Breakout Edu
      • Edu Podcasts
      • Jar of Awesome
      • TeachMeet
      • Team Teaching
      • Mixed Reality
      • Digital Leaders
      • Genius Hour
      • Sketchnoting
    • Computing >
      • CS 20
      • Code Golf
      • PRIMM
      • Under The Hood
      • Unplugged
      • Podcasts
      • Facebook Groups CS
      • Flipped Classroom CS
      • Teach with Magic
      • Socratic Debate
      • Coding Music
    • 21 Things Keep Fit >
      • 20 Health Hacks
      • Home Health Hacks
    • 21 Things PLN >
      • Edmodo
      • Twitter
      • Reply to a blog
      • Skype
      • Cofee Edu
      • Pinterest
      • Reach out
      • Conferences
      • Instagram
      • Ning
      • MEC
      • Voxer
      • LinkedIn
  • Microbit
    • Physical Computing >
      • micro:bit LEDs
      • micro:bit PIR
      • micro:bit Servo
      • micro:bit Temp
      • micro:bit LDR
      • micro:bit Moisture
      • micro:bit RGB LEDs
      • micro:bit HC-SR04 3v3
      • micro:bit HC-SR04 5v
      • micro:bit Push button
      • micro:bit Potentiometer
      • micro:bit Piezo
    • Music >
      • Music Festive
    • Festive Projects
    • Projects >
      • Music
      • Music MicroPython
      • Servo Animals
    • Lessons >
      • Magic 8 Ball
      • Harry Potter Sorting Hat
    • Quick Start Guide
    • Microbit Simulator
  • #100 Ideas
    • Testimonials
    • Competition >
      • Competition 2
    • Worksheets
    • Bonus Ideas >
      • What's your elf name
      • Make me happy
      • Guess the word
      • Cards Against Humanities
      • Compliment generator
      • Data Science
    • Curriculum
    • ISTE
    • CSTA
  • About
    • Privacy
Search by typing & pressing enter

YOUR CART

Picture
Buy:
Bloomsbury
Amazon

100 Ideas for Secondary Teachers: Outstanding Computing Lessons
​
Bonus Activities: Data Science Detectives


Overview

“The ability to take data - to be able to understand it, to process it, to extract value from it, to visualise it, to communicate it - that’s going to be a hugely important skill in decades to come.” - Hal Varian (Google)
 
Data Science
​

At its heart, data science is all about solving problems. The ability to think analytically and to recognise patterns are not just key computational thinking skills, they are key employability skills too!

The curious case of John Snow

A famous example of pattern recognition, an essential component of data analytics, is the case of John Snow vs. cholera. John Snow, not to be confused with the character from Game of Thrones, was an English physician most famous for his work in tracing the source of a cholera outbreak in Soho, London, in 1854. At that time, cholera was believed to be spread through the air but, with the help of data visualisation, Snow was able to substantiate his theory that all the deaths could be attributed to a particular water pump used for drinking water. This information helped convince the local council to immediately remove the pump handle resulting in countless lives being saved!
 
Start by giving students a copy of the very same map used by John Snow along with testimonies of people living and working in the area at that time (see image below). Next, have the students ‘decompose’ the problem by dividing the city into zones and interrogating the data for each zone. Using pattern recognition, have the students narrow down the origin of the infections by identifying the zones with the earliest reported cases and highest density of infection rates. Then, using abstraction, have the students eliminate the unnecessary details from the interviews with the towns people taken at the height of the epidemic. Using all of the available data, the students should reach the same conclusion as John Snow but they should be encouraged to come up with their own innovative solutions to the problem.

John Snow highlighted on the map the position of a water pump on Broad Street. This data visualisation helped him to prove his theory that all the deaths had been of people who had used this water pump for drinking water. This map helped convince the local council to immediately remove the pump handle - resulting in many lives being saved. 

Can your students come up with the same conclusion and what innovative solutions will they come up with?

Resources

Background information to share with the students:

In 1854 it was believed that a horrible disease called cholera was spread through the air. There was one scientist, however, who believed 
that cholera entered the body through the mouth. His name was John Snow and he published his ideas in an essay called 'On the Mode of 
Communication of Cholera'. In August, just a few years later, he was able to use data to prove his theory. There was an outbreak of
cholera in Soho in London. John Snow collected data, plotting each outbreak on a map.
Map

​Provide groups of students with the following map (Original map by John Snow showing the clusters of cholera cases in the London epidemic of 1854, drawn and lithographed by Charles Cheffins.)

Instruct the students to look carefully at the map and ask the following three questions:
  • Can you see the lines used to identify the outbreaks?
  • What do you notice?
  • Can you draw any conclusions from the map?
Picture
Image source: ​https://upload.wikimedia.org/wikipedia/commons/thumb/2/27/Snow-cholera-map-1.jpg/1920px-Snow-cholera-map-1.jpg 
​Licence: Public domain
Useful information

On the night of the 31st of August, 1854, cholera broke out in the Soho section of London. It was, according to a local doctor, “the most terrible outbreak of cholera which ever occurred in the kingdom.” In a single night, doctors reported 56 new cases of cholera—all within a few blocks of each other. Before the outbreak was over, nearly 500 people had lost their lives.
 
In those days, people did not have running water in their homes. They carried in water from pumps located around the neighbourhood.
 
At the time, most people—even the best scientists—thought that cholera was spread through the air. But one local doctor did not agree. His name was John Snow. He believed that cholera was caused by a microbe and was spread by contaminated water. But at the time, no one knew how this terrible disease was spread. That’s what you are going to try to find out. 


Interesting facts

The following people in the area were not dying of cholera at that time:
  • Workers in the local brewery who only drink beer.
  • None of the 545 prisoners at the workhouse have cholera! They also have their own water pump. 


You may also be interested in:

100 Ideas for Secondary Teachers: Outstanding Computing Lessons: Bonus Ideas
Powered by Create your own unique website with customizable templates.