Update readme

README.md

@@ -1,17 +1,55 @@
-# NOLPL Stats: Latest statistics about *N'oubliez Pas Les Paroles*
+# NOPLP Stats: Latest statistics about *N'oubliez Pas Les Paroles*
 
-Python project to exploit and present lastest data about NOPLP from dedicated [Fandom Wiki](https://n-oubliez-pas-les-paroles.fandom.com/fr/).
+## About this app
+
+Python project to exploit and present lastest statistics and data about NOPLP from dedicated [Fandom Wiki](https://n-oubliez-pas-les-paroles.fandom.com/fr/).
 
 See the app here: [https://noplp-stats.oa.r.appspot.com/](https://noplp-stats.oa.r.appspot.com/).
 
+## What can I find?
+
 General statistics about *N'oubliez Pas Les Paroles*, including:
 
 * Most popular songs (choose top list size and timeframe)
-* Coverage scores: "If I knew those N songs, I would have been able to score x % of the time."
+* Coverage scores: number of songs to know a whole category!
 * Singer and song specific stats:
   * Songs ranking for each singer
   * Graph of all occurrences of a song
   * NOPLP Fandom lyrics, checked on the show (when available)
 * Training playground: write the song lyrics to learn them or check your knowledge (match against NOPLP Fandom lyrics)
 
-Using Python 3.10
+## Screenshots
+
+### Global statistics page
+
+* Most popular songs on specific time window
+* Top 10, 20, 50, etc.
+
+![Global statistics page](docs/noplp-stats-global.png)
+
+### Song statistics page
+
+* Most popular song ranking in each category (Points, Maestro, Même chanson, etc.)
+* Dot chart of song occurences in the show
+* Song lyrics, based on the [Fandom Wiki](https://n-oubliez-pas-les-paroles.fandom.com/fr/) lyrics, **verified on the show when written in bold**
+
+![Song statistics page](docs/noplp-stats-song.png)
+
+### Singer statistics page
+
+* All songs of the same singer, sorted by popularity on the show!
+* Dot chart of all songs occurences in the show, for the given singer
+
+![Singer statistics page](docs/noplp-stats-singer.png)
+
+### Training page
+
+* You think you remember the lyrics? Check your knwoledge of a song on the training page!
+* Song lyrics based on the [Fandom Wiki](https://n-oubliez-pas-les-paroles.fandom.com/fr/) lyrics, **verified on the show when written in bold!**
+
+![Singer statistics page](docs/noplp-stats-singer.png)
+
+## License
+
+The data, from [Fandom Wiki](https://n-oubliez-pas-les-paroles.fandom.com/fr/), is under CC-BY-SA license.  
+The web app code is under MIT license.