How Graphs Can Mislead: B2/C1 Lesson

B2/C1 ESL Connect Video lesson based on the tapescript: misleading graphs, distorted scales, cherry-picking, missing context and data literacy.

Video link: Open on YouTube

Lesson Aim

Students watch a video about how graphs can mislead or manipulate audiences. The lesson develops language for data literacy, visual persuasion, distorted scales, cherry-picking and critical interpretation.

Before watching

  1. Why do people often trust graphs?
  2. Where do you see graphs in everyday life?
  3. How could a graph tell a misleading story?

Prep Part 1

Drag the correct sentence ending into each gap.

1. If there is exaggeration,...
2. If there is misleading,...
3. If something is proportional,...
4. If a graph distorts the scale,...
5. If this phrase appears in the video,...

Sentence endings

students should connect it to the lesson topic.it makes a difference look bigger or smaller than it really is.correctly related in size or amountmaking something seem bigger or more important than it isgiving the wrong impression

Watch Part 1

Watch from 0:07 to about 2:12. Focus on exaggerated claims, the Chevy truck graph, distorted scales and the unemployment graph.

Open Part 1 on YouTube

Comprehension 1

Choose an answer to get instant green/red feedback.

1. Why do graphs often feel persuasive?

2. What was misleading about the Chevy truck graph?

3. Why are distorted scales especially misleading in bar graphs?

4. What was wrong with the unemployment chart?

Vocabulary from Part 1

Graphs can mislead and manipulate the .

The Chevy graph distorted the .

The difference was barely .

The unemployment graph used an inconsistent x-.

Options

superstitionaxisscaleviewerdetectable

Prep Part 2

Drag the correct sentence ending into each gap.

1. If there is cherry-picking,...
2. If someone talks about relevant data,...
3. If there is ecological disruption,...
4. If someone cherry-picks data,...
5. If this phrase appears in the video,...

Sentence endings

serious disturbance to natural systemsselecting only the data that supports a particular impressionimportant information needed to understand the situationthey choose only the information that supports their preferred story.students should connect it to the lesson topic.

Watch Part 2

Watch from about 2:12 to the end. Focus on cherry-picking, missing context, Super Bowl viewing, ocean temperatures and how to analyse a graph.

Open Part 2 on YouTube

Comprehension 2

Choose an answer to get instant green/red feedback.

1. What is cherry-picking?

2. What was missing from the Super Bowl graph?

3. Why can a half-degree rise in ocean temperature matter?

4. What should you check when looking at a graph?

Vocabulary from Part 2

Cherry-picking can exclude the impact of a major .

The Super Bowl graph did not account for population .

Temperature variation was more .

Graphs can help us grasp complex .

Options

prophetsignificantdatagrowthevent

Vocabulary Review

ExpressionMeaningExample
distort the scalechange the axis range to exaggerate or minimise a differenceThe Chevy graph distorted the scale.
cherry-pickingselecting only data that supports a chosen impressionThe timeline was cherry-picked.
relevant datainformation needed for a fair interpretationLeaving out relevant data can mislead readers.
misleading impressiona false or incomplete idea created by presentationThe Super Bowl graph gave a misleading impression.
full significancethe wider meaning or importance of the dataA graph is weak if you do not understand the full significance.

Phrasal Verbs and Expressions from the Video

Many people do not bat at exaggerated claims.

There are things to look when reading graphs.

If you take a closer , the numbers tell a different story.

The graph leaves .

The final question is what story the picture is trying to .

Options

out fortellon woodout relevant dataan eyelook

Use the Same Phrasal Verbs to Form Questions

1. Why do people often not bat at exaggerated claims?

2. What should we look in a political graph?

3. What can you notice if you take a closer at the axis?

4. What happens when a graph leaves ?

5. What story is this graph trying to ?

Options

lookout relevant dataout foran eyeawaytell

Collocations from the Video

cold, hard

distorted

bar

relevant

misleading

ecological

Options

graphsscalenumbersdisruptionhabitimpressiondata

B2/C1 Grammar: Describing Graphs, Trends and Cause/Result

The video explains how visual information can mislead, so this section asks students to describe graphs accurately using trend language, cautious interpretation and cause/result language.

Useful language: The graph appears to show... / There was a sharp rise in... / This may have been caused by... / As a result,... / However, the scale/context suggests...

Grammar Section 1: Describe the Trends

Look at the graph and complete the sentences. You will get instant green/red feedback.

Graph showing job openings and S&P 500 trends

1. From 2009 to around 2021, both lines generally .

2. Around 2020, the orange line showed a sharp .

3. After that, it appeared to quickly.

4. After the ChatGPT release marker, the S&P 500 line seems to .

5. The job openings line appears to after 2022.

Options

declinerecoverrise sharplyfallrosedistort

Grammar Section 2: Cause and Result

Choose the best sentence. Be careful: the graph may suggest a relationship, but it does not prove causation.

1. Which sentence describes the graph most carefully?

2. Which sentence uses cause/result language correctly?

3. Which phrase is best for avoiding overclaiming?

Grammar Section 3: Speaking Task

Work in pairs. Describe the graph for one minute using at least four phrases from the table.

Trend languageCause/result languageCautious interpretation
rose steadily
fell sharply
declined gradually
levelled off
fluctuated
may have led to
could have contributed to
as a result
therefore
because of this
appears to show
may suggest
does not necessarily prove
we need more context
the scale may exaggerate
Speaking prompt: Describe the two lines, explain a possible cause/result relationship, then add one warning about why the graph may be misleading.

Thought-Provoking Questions

1. Why do people trust graphs more than written claims?

2. Is a misleading graph always dishonest, or can it be careless?

3. Should advertisers be punished for distorted graphs?

4. What graph-reading skills should schools teach?

5. How can political campaigns use data honestly?

6. What is more dangerous: a false claim or a true graph presented misleadingly?

7. How can readers avoid being swayed by lines and curves?

Challenge: Use phrases such as The graph appears to show..., However, the scale suggests..., and Without the wider context...

Role Play

Questioning the graphExplaining the issueRequesting context
Can we check the scale?
What time period is being shown?
What data is missing?
The y-axis makes the difference look larger.
The graph may be cherry-picked.
This leaves out relevant context.
We need the full range of data.
Can we compare it with population growth?
What story is this graph trying to tell?

Context

Situation: A marketing team wants to use a graph in an advertisement. One person thinks it is persuasive; another worries it is misleading.

Student A

You are the marketing manager. Explain why the graph is effective and why you want to use it.

Student B

You are the data analyst. Politely explain the problem with the graph and suggest a fairer version.

Role play task: Discuss the graph for five minutes. By the end, agree on a graph that is persuasive but honest.

Thank You

You have completed the ESL CONNECT video lesson.

Finish