Data: managing and analysing data

Lesson ideas and inspiration for the Australian digital technologies learning objectives relating to "managing and analysing data" F-10. See the other boards…
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Project ideas for data science. Resource that could help for planning activities relating to data collection and analysis. Elementary Activities, Elementary Science, Elementary Education, Stem Activities, Elementary Technology, Stem Resources, Science Classroom, Teaching Science, Kindergarten Printables
The Ultimate STEM Guide for Kids: 239 Cool Sites About Science, Technology, Engineering and Math
Project ideas for data science. Resource that could help for planning activities relating to data collection and analysis.
How does Santa generate his naughty or nice list? How would you collect, sort and generate your list? Image by "The Graphics Fairy" Pinterest. Christmas Rugs, Noel Christmas, Victorian Christmas, Christmas Paper, Christmas Images, All Things Christmas, Vintage Christmas, Christmas Crafts, Christmas Ideas
Christmas computational complexity
How does Santa generate his naughty or nice list? How would you collect, sort and generate your list? Image by "The Graphics Fairy" Pinterest.
71 ideas for data logging with your Lego NXT Robotics. Lego Nxt, Lego Robot, Robots, Mindstorms Nxt, Education Middle School, Lego Education, Toy Rooms, Arduino, Data
71 Things To Do With DataLogging
71 ideas for data logging with your Lego NXT Robotics.
Science (sustainability). In teams, collect rubbish in a particular area of the school. Decide how you will gather and record data about rubbish. Once data is collected (over days or a week), analyse and visualise the data. What can you infer from the information? What kind of strategies could work to solve problem areas? Combine all class data. Learning Objectives, Inference, Digital Technology, Analyze, Problem Solving, Sustainability, Soccer Field, Strategies
Science (sustainability). In teams, collect rubbish in a particular area of the school. Decide how you will gather and record data about rubbish. Once data is collected (over days or a week), analyse and visualise the data. What can you infer from the information? What kind of strategies could work to solve problem areas? Combine all class data.
Vivien from #csermooc suggested this list of books! "Illustrating a connection between handing data & everyday activities can be introduced early through storytelling. There are so many children's books that deal with quantities, patterns & processes that can be used to support activities focusing on data .... Here is a collection of picture books that are just right for this purpose". Math For Kids, Fun Math, Math Activities, Everyday Activities, Math Art, Math Literature, Math Books, Children's Books, Math Classroom
Teaching Graphs -- Best Children's Books about Graphing (K-Gr.4)
Vivien from #csermooc suggested this list of books! "Illustrating a connection between handing data & everyday activities can be introduced early through storytelling. There are so many children's books that deal with quantities, patterns & processes that can be used to support activities focusing on data .... Here is a collection of picture books that are just right for this purpose".
A resource shared by Adriana P in the CSER MOOC. Adriana says it is "a fantastic data source for teachers.  It’s aimed towards upper primary classes and would be perfect to use in early March for Clean Up Australia Day/Schools Clean Up Day.  It has great links to numeracy, literacy, science and the cross-curriculum priority of sustainability." Technology Quotes, Technology Articles, Educational Technology, School Clean, Clean Up Day, Definitive Technology, Australia Day, Technology Background
Department of Education, Skills and Employment
A resource shared by Adriana P in the CSER MOOC. Adriana says it is "a fantastic data source for teachers. It’s aimed towards upper primary classes and would be perfect to use in early March for Clean Up Australia Day/Schools Clean Up Day. It has great links to numeracy, literacy, science and the cross-curriculum priority of sustainability."
Activity for the older students: students could use free software analysis tools to data mine Twitter. This is also an example of how data is collected and analysed. Social Media Management Tools, Social Media Manager, New Teachers, Teacher Help, Computational Thinking, Inspire Students, Professional Learning, Tech Info
Sprout Social: Social Media Management Solutions
Activity for the older students: students could use free software analysis tools to data mine Twitter. This is also an example of how data is collected and analysed.
Resource for teachers: This is an interesting article for teachers to ignite awareness and discussion about the types of data our mobile phones collect and how that data is handled and used. Cyber Safety, Digital Footprint, Digital Citizenship, Teacher Resources, Ignite, Mobile Phones
Metadata and the law: what your smartphone really says about you
Resource for teachers: This is an interesting article for teachers to ignite awareness and discussion about the types of data our mobile phones collect and how that data is handled and used.
Real-world application example: Ex-Apple Engineer Launches Moov, The Next Generation Of Wearable Fitness Tracking. This example provides a basis for discussing how technologies can be used to collect data. Sports Advertising, Digital Advertising, Sports Tracker, Fitness Tracker, Track Workout, Band Workout, Fitness Tech, Sport Fitness, Jeet Kune Do
Ex-Apple Engineer Launches Moov, The Next Generation Of Wearable Fitness Tracking | TechCrunch
Real-world application example: Ex-Apple Engineer Launches Moov, The Next Generation Of Wearable Fitness Tracking. This example provides a basis for discussing how technologies can be used to collect data.
Resource for teachers: An article that explains why Big Data is important- from efficiencies to insight and saved lives! Science Education, Data Science, Computer Science, Social Media Intelligence, Know Your Customer, Data Mining, Data Scientist, Data Analytics
Understanding big data leads to insights, efficiencies, and saved lives | Harvard Magazine
Resource for teachers: An article that explains why Big Data is important- from efficiencies to insight and saved lives!
What is a database? This short comic strip explains:  http://www.wonderville.ca/asset/buriedindata Learning Science, Play Based Learning, Project Based Learning, At-risk Students, Stem Subjects
Project-based learning in cutting-edge STEM
What is a database? This short comic strip explains: http://www.wonderville.ca/asset/buriedindata
Data handling games for children. Math Games, Activities For Kids, Curriculum, Homeschool, Tally Chart, Kids Computer, Teaching Resources, Teaching Ideas
Fun data handling games for children
Data handling games for children.
Make a worksheet like this for the kids to record the results of the carnation science experiment. 4th Grade Science Experiments, Plant Experiments, 1st Grade Science, Primary Science, Plant Science, Preschool Science, Science Fair, Science Activities
Make a worksheet like this for the kids to record the results of the carnation science experiment.
Science board: plant part flip books and our class experiment following the scientific method Science Crafts, Mad Science, Science Ideas, Science For Kids, Science Experiments, Classroom Ideas, Science Boards
Science board: plant part flip books and our class experiment following the scientific method
Get those kids moving, laughing and learning!  25 pages of themed FUN!  LITERACY includes a darling BUBBLE BOOK and a SCIENCE JOURNAL. Bubble art, movement, experiments, PRINTABLES, and games galore.$ Science Literacy, Kindergarten Science, Math, Learning Centers
Bubble Bonanza: Science, Literacy, Art and Movement Centers
Get those kids moving, laughing and learning! 25 pages of themed FUN! LITERACY includes a darling BUBBLE BOOK and a SCIENCE JOURNAL. Bubble art, movement, experiments, PRINTABLES, and games galore.$
Some graph & pictorial examples for data managing & analysing data & representation. Primary Maths, Learning Spaces
teaching-primary-maths.com -&nbspThis website is for sale! -&nbspteaching-primary-maths Resources and Information.
Some graph & pictorial examples for data managing & analysing data & representation.
An example by a teacher @Mrs_BMW_69 for collecting, representing and analysing classroom data. Excellent idea! Preschool Classroom, Preschool Crafts, Classroom Decor, Preschool Ideas
트윗 / Twitter
An example by a teacher @Mrs_BMW_69 for collecting, representing and analysing classroom data. Excellent idea!
An interesting app that uses data to present and analysis of cellphone usage. This could be used as a discussion point with older students or as an example of how data is collected and used for a purpose. Us Data, Addicted To You, Smartphone Apps, Addiction, Interactive, Lesson, Understanding
CNET: Product reviews, advice, how-tos and the latest news
An interesting app that uses data to present and analysis of cellphone usage. This could be used as a discussion point with older students or as an example of how data is collected and used for a purpose.
On the first day of school, ask students what they would like to see in their lessons every day. It's great to have student input in your planning!  To relate to data learning objectives: sort and group the preferences. Have the class display the preferences. Beginning Of The School Year, 1st Day Of School, Too Cool For School, School Stuff, Middle School, School Time, School Classroom, School Teacher
Miss Klohn's Classroom
On the first day of school, ask students what they would like to see in their lessons every day. It's great to have student input in your planning! To relate to data learning objectives: sort and group the preferences. Have the class display the preferences.
Google Earth Basics for K-12 Education - Tutorial 4 Stem For Kids, Education Tutorial, University Of Adelaide, Google Earth
YouTube
Google Earth Basics for K-12 Education - Tutorial 4
"Instant Data As we went over each question, I had students color in the square if they had that question wrong. Once we were done with the test, I took each strip and taped them to a manilla folder. INSTANT data!!! I did not have to plug numbers into a computer. I can clearly see that question 9 is one I really need to go over." Teacher Organization, Teacher Tools, Teacher Hacks, Teacher Data, Organized Teacher, Biology Teacher, Teacher Binder, Teacher Education
Instant Data idea:) plus Font Friday
"Instant Data As we went over each question, I had students color in the square if they had that question wrong. Once we were done with the test, I took each strip and taped them to a manilla folder. INSTANT data!!! I did not have to plug numbers into a computer. I can clearly see that question 9 is one I really need to go over."
An example of real-world programming application: 17-year old, self-taught coder, Brittany Wenger talks about Cloud4Cancer, a computer program she designed to diagnose breast cancer more accurately and less invasively. Winner of the Google Science Fair. Computer Programming, Google Science, Wenger, Programing Software
Brittany Wenger
An example of real-world programming application: 17-year old, self-taught coder, Brittany Wenger talks about Cloud4Cancer, a computer program she designed to diagnose breast cancer more accurately and less invasively. Winner of the Google Science Fair.
Pumpkins EVERYWHERE!  And Making Connections Pumpkins Kindergarten, Fall Preschool, Apple Kindergarten, Preschool Bulletin, Montessori Preschool, Kindergarten Resources, Preschool Curriculum
Pumpkins EVERYWHERE! And Making Connections
Pumpkins EVERYWHERE! And Making Connections
Real CS Application: Artificial Intelligence Uses Biggest Disease Database to Fight Cancer (links with Biology). Cancer Treatment, Artificial Intelligence, Database, Biology
Artificial Intelligence Uses Biggest Disease Database to Fight Cancer (Op-Ed)
Real CS Application: Artificial Intelligence Uses Biggest Disease Database to Fight Cancer (links with Biology).
Real Life Application of technology: Scientists use eye-tracking software to screen babies for early signs of autism. Research how eye-tracking software works. See this example of a father using eye-tracking software on his baby http://www.youtube.com/watch?v=8vkeePi4EYI Can students imagine other applications for eye-tracking software? What other software could you make to understand babies? Teaching Coding, Teaching Computers, Levels Of Education, Autism In Babies, Early Signs Of Autism, Two Month Old Baby, Autism Articles
Eye-tracking technology to detect autism in babies
Real Life Application of technology: Scientists use eye-tracking software to screen babies for early signs of autism. Research how eye-tracking software works. See this example of a father using eye-tracking software on his baby http://www.youtube.com/watch?v=8vkeePi4EYI Can students imagine other applications for eye-tracking software? What other software could you make to understand babies?
A wonderful short video about two people who were determined to create an underwater robot to search for gold in a cave. They sought the help of others by creating an online community and made their robots open-source. This video could ignite discussions about, not only the use of robots,  but the coming together of online communities through this open-source project and the potential for large scale data collection. Free Education, Health Science, Robot Technology, Futuristic Technology, Robot Videos, Animated Movies For Kids
10/31 production test - concurrent upload 2
A wonderful short video about two people who were determined to create an underwater robot to search for gold in a cave. They sought the help of others by creating an online community and made their robots open-source. This video could ignite discussions about, not only the use of robots, but the coming together of online communities through this open-source project and the potential for large scale data collection.
Real life CS job: Senior software engineer, Kelly, from Disney explains how she used computer science and physics of hair movement to create Rapunzel's hair for the Disney animation!  This has some application to the Science learning area, creating job awareness and understanding how computer scientists use data (their experiments and analysis about how hair moves) to re-create the animation. Stem Careers, Digital Education, 21st Century Skills, Create Jobs
Untangling The Hairy Physics Of Rapunzel
Real life CS job: Senior software engineer, Kelly, from Disney explains how she used computer science and physics of hair movement to create Rapunzel's hair for the Disney animation! This has some application to the Science learning area, creating job awareness and understanding how computer scientists use data (their experiments and analysis about how hair moves) to re-create the animation.
Google Forms could be used by students to collect data. Data Geek, Progress Bar, Flipped Classroom, Google Forms
Google Forms could be used by students to collect data.
Resource: Wolfram's Timeline of Systematic Data and the Development of Computational Knowledge. This would be a great basis for teacher knowledge, whole class exploration or student resource to explore learning objectives around data collection, analysis and representation. Student Resources, Organize Posters, Library Of Alexandria, Calendar Organization
Historical Timeline of Computable Knowledge: 20,000 BC-0
Resource: Wolfram's Timeline of Systematic Data and the Development of Computational Knowledge. This would be a great basis for teacher knowledge, whole class exploration or student resource to explore learning objectives around data collection, analysis and representation.
Examples for exploring patterns in data Data Visualization Infographic, Information Visualization, Data Visualization Design, Infographics, Infographic Poster, Visual Learning, Choropleth Map, Sankey Diagram
Discovering and Illustrating Patterns in Data
Examples for exploring patterns in data