feat(materialize): added materialization script, updated readme

README.md

@@ -36,7 +36,9 @@ task_categories:
 
 ### Dataset summary
 
-This dataset contains league of legends champions' quotes parsed from [fandom](https://leagueoflegends.fandom.com). There are `67575` entries with quotes from 165 league of legends characters.
+This dataset contains league of legends champions' quotes parsed from [fandom](https://leagueoflegends.fandom.com).
+See dataset viewer at the [derivative repo](/datasets/zeio/auto-pale).
+See dataset usage example [at google colab](https://cutt.ly/3wEKDUI9).
 The dataset is available in the following configurations:
 
 1. `vanilla` - all data pulled from the website without significant modifications apart from the web page structure parsing;
@@ -44,7 +46,6 @@ The dataset is available in the following configurations:
 1. `annotated` - an extended version of the full configuration with a couple of additional columns with labels;
 1. `pulled` - same as vanilla, but sound files have been pulled from the website, and `source` column is replaced with `sound`.  
 
-For an example on the dataset usage refer to [this python notebook](https://cutt.ly/3wEKDUI9).
 
 ## Dataset structure
 

materialize.py

@@ -0,0 +1,7 @@
+from pale import Pale
+
+data = Pale(config_name = 'pulled')
+
+data.download_and_prepare()
+
+data.as_dataset().push_to_hub('zeio/auto-pale')