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Preview

AC 3.1: Where analysts get their data

This is the first page of the lesson. Read it and have a go at the activities. The rest is in the full lesson.

45 minutes

Who made this number?

A store room log says 31 degrees at 2pm. Somebody must have made that number.

It was not typed in. A small device on the wall measured it and sent it. Other columns in the same file came from forms, from tills and from smart lights.

Every piece of data has a source. This lesson names five.

Key words

WordWhat it meansExample
SourceThe place or thing that data comes from.A survey
SensorA part that measures something in the world.A temperature sensor
Internet of ThingsEveryday objects that connect to the internet and share data.A smart thermostat
Artificial intelligenceA computer system that does jobs that normally need human thinking.A tool that suggests videos
Machine learningA way for a system to learn from data instead of fixed rules.Learning which videos people like
Feedback loopWhen a result goes back in as new input.A tool learns from its own choices.
BiasAn unfair lean towards one result.Always suggesting football videos
NetworkComputers and devices joined so they can share data.A school Wi-Fi
TransactionOne record of something bought, paid or done.A canteen purchase

The cells students fill in are left blank in this preview.

By the end of this lesson

Note

I can name the source of a piece of data and say what kind of data it gives.

Starter: what you already know

Have a go

Starter: what you already know

3 questions
Have a go: your answers are marked here and then forgotten. Sign in if you would like your score kept, and to pick up where you left off.Sign in to keep your score

Your answers are marked here and are not kept. A college account keeps every student’s marks.

People are a source

People give data when they fill in a survey or a form. A club sign-up form asks for a name, a year group and a favourite sport.

This data is useful because people can explain things. It can also be wrong. People mistype, skip boxes and give a quick answer.

Sensors measure the world

A sensor measures something and sends a number. Common sensors are:

  • temperature: how hot a store room is
  • accelerometer: how a phone moves or tilts
  • vibration: shaking in a machine or a fan
  • sound: noise level in a room
  • light: how bright a room is
  • pressure: how hard something is pressed or pushed

Smart objects and transactions

The Internet of Things (IoT) is everyday objects that send data over a network. Examples are a thermostat, smart lights, a security camera and a tracker on a delivery van.

A transaction is one record of something done. A shop till records the customer, a membership number, the time and the basket of items.

Check: name the source

Have a go

Check: name the source

3 questions
Have a go: your answers are marked here and then forgotten. Sign in if you would like your score kept, and to pick up where you left off.Sign in to keep your score

Your answers are marked here and are not kept. A college account keeps every student’s marks.

The lesson goes on

8 more parts of this lesson are in the full curriculum, with the tasks, the final check and the labs. A college account gives your students all of it.