Update README.md

README.md

@@ -60,7 +60,7 @@ task_ids:
 ---
 # MQA
 MQA is a Multilingual corpus of Questions and Answers (MQA) parsed from the [Common Crawl](https://commoncrawl.org/). Questions are divided in two types: *Frequently Asked Questions (FAQ)* and *Community Question Answering (CQA)*.
-```
+```python
 from datasets import load_dataset
 all = load_dataset("clips/mqa", language="en")
 {
@@ -77,7 +77,7 @@ cqa = load_dataset("clips/mqa", scope="cqa", language="en")
 
 ## Languages
 We collected around **234M pairs** of questions and answers in **39 languages**. To download a language specific subset you need to specify the language key as configuration. See below for an example.
-```
+```python
 load_dataset("clips/mqa", language="en") # replace "en" by any language listed below
 ```
 
@@ -126,7 +126,7 @@ load_dataset("clips/mqa", language="en") # replace "en" by any language listed b
 ## FAQ vs. CQA
 You can download the *Frequently Asked Questions* (FAQ) or the *Community Question Answering* (CQA) part of the dataset.
 
-```
+```python
 faq = load_dataset("clips/mqa", scope="faq")
 cqa = load_dataset("clips/mqa", scope="cqa")
 all = load_dataset("clips/mqa", scope="all")
@@ -136,7 +136,7 @@ Although FAQ and CQA questions share the same structure, CQA questions can have
 ## Nesting and Data Fields
 You can specify three different nesting level: `question`, `page` and `domain`.
 #### Question
-```
+```python
 load_dataset("clips/mqa", level="question") # default
 ```
 The default level is the question object:
@@ -149,14 +149,14 @@ The default level is the question object:
 
 #### Page
 This level returns a list of questions present on the same page. This is mostly useful for FAQs since CQAs already have one question per page.
-```
+```python
 load_dataset("clips/mqa", level="page")
 ```
 
 #### Domain
 This level returns a list of pages present on the web domain. This is a good way to cope with FAQs duplication by sampling one page per domain at each epoch.
 
-```
+```python
 load_dataset("clips/mqa", level="domain")
 ```