freeCodeCamp/curriculum/challenges/chinese/07-scientific-computing-with-python/python-for-everybody/visualizing-data-with-python.md

---
id: 5e7b9f690b6c005b0e76f095
title: Visualizing Data with Python
challengeType: 11
videoId: e3lydkH0prw
dashedName: visualizing-data-with-python
---

# --question--

## --text--

Most data needs to be \_\_\_\_\_\_ before using it.

## --answers--

converted to JSON format

---

graphed

---

cleaned

---

memorized

---

turned into song

## --video-solution--

3
fix: QA/Infosec update and python to chinese 2020-08-13 12:00:20 +02:00			`---`
			`id: 5e7b9f690b6c005b0e76f095`
chore(i8n,learn): processed translations 2021-02-06 04:42:36 +00:00			`title: Visualizing Data with Python`
fix: QA/Infosec update and python to chinese 2020-08-13 12:00:20 +02:00			`challengeType: 11`
			`videoId: e3lydkH0prw`
feat(curriculum): restore seed + solution to Chinese (#40683) * feat(tools): add seed/solution restore script * chore(curriculum): remove empty sections' markers * chore(curriculum): add seed + solution to Chinese * chore: remove old formatter * fix: update getChallenges parse translated challenges separately, without reference to the source * chore(curriculum): add dashedName to English * chore(curriculum): add dashedName to Chinese * refactor: remove unused challenge property 'name' * fix: relax dashedName requirement * fix: stray tag Remove stray `pre` tag from challenge file. Signed-off-by: nhcarrigan <nhcarrigan@gmail.com> Co-authored-by: nhcarrigan <nhcarrigan@gmail.com> 2021-01-13 03:31:00 +01:00			`dashedName: visualizing-data-with-python`
fix: QA/Infosec update and python to chinese 2020-08-13 12:00:20 +02:00			`---`

chore(learn): Applied MDX format to Chinese curriculum files (#40462) 2020-12-16 00:37:30 -07:00			`# --question--`

			`## --text--`

chore(i8n,learn): processed translations 2021-02-06 04:42:36 +00:00			`Most data needs to be \_\_\_\_\_\_ before using it.`
chore(learn): Applied MDX format to Chinese curriculum files (#40462) 2020-12-16 00:37:30 -07:00
			`## --answers--`

			`converted to JSON format`

			`---`

			`graphed`

			`---`

			`cleaned`

			`---`

			`memorized`

			`---`

			`turned into song`

			`## --video-solution--`

			`3`