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State standards

Grade 4NJ 4.DL.A.2

Choosing and cleaning data

Choosing the rows of a data set a question needs, cleaning data typed in different ways, and picking the best way to collect data for a question.

Download PDFMake your ownThe PDF has this sheet, its answer key and a guide for grown-ups.

How to help

Decide how to collect: ask people, measure, or look it up. Then use only the rows a question is about, and make every entry a number before adding.

Watch for: Using every row when the question is about only some. Adding an entry written as a word without changing it to a number. Counting a blank entry as zero instead of as missing.

At home: Keep a week's list of how many minutes each person reads, then ask questions about only the weekdays.

Sample sheet and answer key

Luna's Space Adventure

Grade 4 · Choosing and cleaning data · NJ.4.DL.A.2

NameDate

Astronaut Luna is exploring a far-off corner of space. Solve each problem to help Luna's mission go smoothly!

Use only the rows you need

Each question is about part of the data. Find those rows first.

NameGradePetBooks read
Jay4fish9
Ben3dog1
Dev4cat2
Iris3dog3
Ava3fish3
  1. How many grade 4 students are in the table?
  2. How many grade 4 students chose a dog?
  3. How many books did the grade 4 students read in all?

Clean the data

Some entries were typed in different ways. Make every entry a number before you add.

NameBooks read
Hugosix
Ema4
Ava9 books
Finn7
Ben
Dev2
  1. Write Hugo's entry as a number.
  2. How many entries are missing?
  3. How many books in all, leaving out the missing entry?

Plan the data

Circle the best way to collect data for each question.

Which sport do the students in our class like best?measuresurveylook it up

How many minutes does each friend read at home?measuresurveylook it up

How much rain fell in our town each month last year?surveymeasurelook it up

Mathness! Math Worksheets · © 2026 Zubin KhavarianCode NJ4DLA2-SP-FIRST at mathness.app/makerScan to remix or get the key
Grade 4 · Sheet

Luna's Space Adventure

Grade 4 · Choosing and cleaning data · NJ.4.DL.A.2

Answer key

Astronaut Luna is exploring a far-off corner of space. Solve each problem to help Luna's mission go smoothly!

Use only the rows you need

Each question is about part of the data. Find those rows first.

NameGradePetBooks read
Jay4fish9
Ben3dog1
Dev4cat2
Iris3dog3
Ava3fish3
  1. How many grade 4 students are in the table?2
  2. How many grade 4 students chose a dog?0
  3. How many books did the grade 4 students read in all?11

Clean the data

Some entries were typed in different ways. Make every entry a number before you add.

NameBooks read
Hugosix
Ema4
Ava9 books
Finn7
Ben
Dev2
  1. Write Hugo's entry as a number.6
  2. How many entries are missing?1
  3. How many books in all, leaving out the missing entry?28

Plan the data

Circle the best way to collect data for each question.

Which sport do the students in our class like best?measuresurveylook it up

How many minutes does each friend read at home?measuresurveylook it up

How much rain fell in our town each month last year?surveymeasurelook it up

Mathness! Math Worksheets · © 2026 Zubin KhavarianCode NJ4DLA2-SP-FIRST at mathness.app/makerAnswer keyScan to remix or get the key
Answer key

Something wrong with this sheet? A wrong answer, a hard-to-read picture? Report it

New problems every time, three levels (gentle, core and stretch), themes to pick from, a second page if you want one. Each sheet comes with an answer key and a one-page guide for grown-ups.

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Standard

New Jersey 4.DL.A.2 · Plan how to collect different kinds of data and organize it digitally.

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