From 857338ba5f567c0e3be41b0aa8cf68a2e8fd4a17 Mon Sep 17 00:00:00 2001
From: Michael Pilosov <consistentbayes@gmail.com>
Date: Sun, 27 Nov 2022 02:28:49 -0700
Subject: [PATCH] description cleanup and web example

---
 README.md  | 48 +++++++++++++++++++++++++++++++-----------------
 index.html |  5 ++---
 setup.py   |  2 +-
 3 files changed, 34 insertions(+), 21 deletions(-)

diff --git a/README.md b/README.md
index f09af9c..7bf18aa 100644
--- a/README.md
+++ b/README.md
@@ -23,27 +23,41 @@ pip install pyroulette
 from pyroulette import generate_players, play_roulette
 
 players = generate_players(
-    number_of_players=10,
-    minimum_number_of_games=10,
-    budget=100,
+    num_players=50,
+    min_num_games=min_games,
+    total_budget=100
 )
 
-for player in results:
-    print(player)
-
-results = play_roulette(
+players = play_roulette(
     players=players,
-    number_of_games=1000,
+    games=1000,
 )
 
+print("Results:")
+for p in sorted(players, reverse=True):
+    print("\n", p)
+
+print("Statistics")
+# get the wallet values for all players as a list
+wallets = [player.wallet for player in players]
+
+# calculate some statistics
+avg_wallet = sum(wallets) / len(wallets)
+median_wallet = sorted(wallets)[len(wallets) // 2]
+
+# calculate winnings
+winnings = [p.wallet - p.budget for p in players]
+
+num_losers = len([w for w in winnings if w <= 0])
+num_winners = len([w for w in winnings if w > 0])
+num_bankrupt = len([l for l in wallets if l == 0])
+
+# print the results
+print(f"Average wallet value: {avg_wallet}\n")
+print(f"Median wallet value: {median_wallet}\n")
+print(f"Number of players who lost money: {num_losers}, proportion: {num_losers / len(players):.2f}")
+print(f"Number of players who went bankrupt: {num_bankrupt}, proportion: {num_bankrupt / len(players):.2f}")
+print()
+print(f"Number of players who won more than they started with: {num_winners}, proportion: {num_winners / len(players):.2f}")
 
 ```
-
-
-# uploading to pypi
-
-```
-pip install build
-python -m build --sdist --wheel -n
-twine upload dist/*
-```
diff --git a/index.html b/index.html
index c326666..5687bb4 100644
--- a/index.html
+++ b/index.html
@@ -59,18 +59,17 @@ players = pr.play_roulette(players, games=100)
 
 # get the wallet values for all players as a list
 wallets = [player.wallet for player in players]
-# calculate the average wallet value
+# calculate some statistics
 avg_wallet = sum(wallets) / len(wallets)
 median_wallet = sorted(wallets)[len(wallets) // 2]
 
 # calculate winnings
 winnings = [p.wallet - p.budget for p in players]
 
-# calculate the number of players who lost all their money
 num_losers = len([w for w in winnings if w <= 0])
 num_winners = len([w for w in winnings if w > 0])
 num_bankrupt = len([l for l in wallets if l == 0])
-# calculate the number of players who won more than they started with
+
 # print the results
 print(f"Average wallet value: {avg_wallet}\n")
 print(f"Median wallet value: {median_wallet}\n")
diff --git a/setup.py b/setup.py
index e01b9e3..fd424bb 100644
--- a/setup.py
+++ b/setup.py
@@ -10,7 +10,7 @@ with open(BASEDIR.joinpath("README.md"), "r") as fp:
 
 setup(
     name="pyroulette",
-    version="0.0.4",
+    version="0.0.5",
     description="A package for exploring roulette strategies.",
     long_description=LONG_DESCRIPTION,
     long_description_content_type="text/markdown",