feat: reduce min games filter defaults and add complete substitution rotation to generator

Author: alvarosalinaso

app.py

@@ -22,7 +22,7 @@
     st.markdown("<h2 style='color:#DA291C;text-align:center;'>United Passing Stats</h2><hr>", unsafe_allow_html=True)
 
     pos_filter = st.selectbox("Posición", ["Todos"] + sorted(df_all["pos"].unique().tolist()))
-    min_games = st.slider("Min Partidos", 0, 32, 15)
+    min_games = st.slider("Min Partidos", 0, 38, 10)
     f_player = st.selectbox("Foco (Radar)", ["Todos"] + df_all["player"].unique().tolist())
 
     st.markdown("---")

data/raw/passing_players.csv

@@ -2,6 +2,9 @@ player,pos,apps,age,pass_acc,prog_passes,key_passes,vert_idx,xA,losses,deep_prog
 M. Rashford,LW,30,27,78.5,2.1,1.4,0.45,3.0,3.5999999999999996,1.1,0.322,Resto PL
 A. Garnacho,RW,34,20,76.1,1.8,1.1,0.48,4.5,4.0,1.5,0.40249999999999997,Resto PL
 T. Højlund,ST,20,22,85.1,3.5,1.2,0.58,2.0,2.3,1.5,0.207,Resto PL
+A. Diallo,RW,22,22,83.2,2.5,1.5,0.55,3.1,2.7,1.4,0.322,Resto PL
+J. Zirkzee,ST,18,23,81.5,2.8,1.1,0.6,1.5,3.3,1.0,0.1725,Resto PL
+Antony,RW,11,24,80.0,1.5,0.8,0.4,1.1,2.5,0.9,0.13799999999999998,Resto PL
 B. Fernandes,CAM,32,30,90.4,5.1,2.8,0.78,8.2,1.4,3.1,0.48299999999999993,Resto PL
 C. Eriksen,CM,24,32,93.2,4.8,1.9,0.85,4.1,0.6000000000000001,2.7,0.3565,Resto PL
 K. Mainoo,CM,28,19,87.7,4.0,1.6,0.64,3.2,1.9,1.9,0.27599999999999997,Resto PL
@@ -12,10 +15,15 @@ D. Dalot,RB,35,25,86.1,4.2,1.2,0.61,2.5,1.3,2.1,0.253,Resto PL
 M. de Ligt,CB,26,25,93.0,3.8,0.2,0.55,0.2,0.09999999999999998,1.8,0.057499999999999996,Resto PL
 N. Mazraoui,LB,18,26,88.5,3.9,0.9,0.65,1.8,1.0,1.9,0.207,Resto PL
 H. Maguire,CB,15,31,87.2,3.1,0.1,0.4,0.1,0.5,1.2,0.046,Resto PL
+L. Shaw,LB,12,29,89.1,4.1,1.3,0.7,2.2,0.6000000000000001,2.5,0.22999999999999998,Resto PL
+J. Evans,CB,10,36,84.5,2.5,0.1,0.35,0.0,0.0,0.5,0.023,Resto PL
 A. Onana,GK,36,28,74.4,4.5,0.0,0.95,0.0,4.7,5.5,0.023,Resto PL
 M. Rashford,LW,30,27,72.5,2.1,1.4,0.45,3.0,5.3,1.1,0.23520000000000002,Top 6
 A. Garnacho,RW,34,20,69.1,1.8,1.1,0.48,4.5,6.0,1.5,0.27999999999999997,Top 6
 T. Højlund,ST,20,22,80.1,3.5,1.2,0.58,2.0,3.7,1.5,0.15839999999999999,Top 6
+A. Diallo,RW,22,22,78.2,2.5,1.5,0.55,3.1,4.1000000000000005,1.4,0.2464,Top 6
+J. Zirkzee,ST,18,23,75.5,2.8,1.1,0.6,1.5,5.0,1.0,0.126,Top 6
+Antony,RW,11,24,73.0,1.5,0.8,0.4,1.1,4.5,0.9,0.096,Top 6
 B. Fernandes,CAM,32,30,86.4,5.1,2.8,0.78,8.2,2.5,3.1,0.38639999999999997,Top 6
 C. Eriksen,CM,24,32,87.2,4.8,1.9,0.85,4.1,2.3000000000000003,2.7,0.26039999999999996,Top 6
 K. Mainoo,CM,28,19,85.2,4.0,1.6,0.64,3.2,2.55,1.9,0.2352,Top 6
@@ -26,4 +34,6 @@ D. Dalot,RB,35,25,82.6,4.2,1.2,0.61,2.5,2.25,2.1,0.20679999999999998,Top 6
 M. de Ligt,CB,26,25,88.5,3.8,0.2,0.55,0.2,1.35,1.8,0.045,Top 6
 N. Mazraoui,LB,18,26,84.5,3.9,0.9,0.65,1.8,2.0999999999999996,1.9,0.1656,Top 6
 H. Maguire,CB,15,31,80.2,3.1,0.1,0.4,0.1,2.5,1.2,0.032,Top 6
+L. Shaw,LB,12,29,85.1,4.1,1.3,0.7,2.2,1.7,2.5,0.184,Top 6
+J. Evans,CB,10,36,76.5,2.5,0.1,0.35,0.0,2.3,0.5,0.015200000000000002,Top 6
 A. Onana,GK,36,28,68.9,4.5,0.0,0.95,0.0,6.25,5.5,0.0172,Top 6