From c646b1d80b5439d34002837ddeae9b12725633c5 Mon Sep 17 00:00:00 2001
From: likho <licho@firemail.cc>
Date: Sun, 28 Sep 2025 09:59:09 -0700
Subject: [PATCH] Simplified key to access dataframe.

---
 econ-demo.py | 10 ++++++----
 1 file changed, 6 insertions(+), 4 deletions(-)

diff --git a/econ-demo.py b/econ-demo.py
index cfcca1a..683ef8f 100644
--- a/econ-demo.py
+++ b/econ-demo.py
@@ -43,7 +43,7 @@ def get_balances_over_time(names, balances, func, terms=4):
     }
     df = pd.DataFrame(data)
     for t in range(1,terms):
-        key = "term%i" % t 
+        key = str(t)
         frame = func(balances, terms=t)
         if frame is not None:
             df[key] = frame
@@ -66,6 +66,8 @@ def illustrate_share_of_wealth():
     df = get_balances_over_time (
         participants, balances, compounding_interest
     )
+    df["share"] = [val * 100 for val in calc_share_of_wealth(df["3"]) ]
+    
     print(df.to_html())
 
     terms = 222
@@ -87,7 +89,7 @@ def illustrate_share_of_wealth():
     print("What is the share of wealth in a UBI economy?")
     print(calc_share_of_wealth(u))
 
-# illustrate_share_of_wealth()
+illustrate_share_of_wealth()
 
 def visualize_ubi(terms=25):
 
@@ -122,7 +124,7 @@ def visualize_ubi(terms=25):
         x, sow[2], color="cyan", label=participants[2]
     )
     plt.axhline(
-        y=0.33, color='violet', linestyle='--'
+        y=0.33, color='violet', linestyle='--', label="0.33"
     )
 
     plt.title("Change in Wealth Distribution Under UBI")
@@ -168,7 +170,7 @@ def visualize_inflation(terms=50):
         x, total_supply_ubi, color="cyan", label="UBI (n=3, du=10)"
     )
     plt.plot(
-        x, total_supply_si, color="red", label="Debt (n=3, APY=5%)"
+        x, total_supply_si, color="red", label="Debt (APY=5%)"
     )
     plt.title("Money Supply over Time: UBI vs Compounding Interest")
     plt.legend()