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P1: fix kmin.py

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ntnt
2026-01-17 18:41:59 +08:00
parent c2f1c4f054
commit ead7e9a9dd
5 changed files with 398 additions and 45 deletions
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.gitignore vendored
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__pycache__/
latex-template/
.DS_Store
~$*.*

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kmin_effectiveness.png
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kmin_effectiveness.py
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@@ -1,10 +1,13 @@
"""
K_min-有效性分析
k_min为实数：如2.7表示70%站点最低2次，30%站点最低3次
有效性计算支持引入需求标准差（正态分布），并通过 Monte Carlo 多次模拟求均值。
"""
import numpy as np
import pandas as pd
import math
try:
import matplotlib
@@ -21,8 +24,82 @@ except ModuleNotFoundError:
# 参数
C_OPT = 250
N_TOTAL = 722
ALPHA = 0.4
ALPHA = 0.5
BETA = 0.2
N_SIMS = 2000
RANDOM_SEED = 42
def gini_coefficient(values):
"""
计算基尼系数（0=完全均等，1=完全不均等）
约定：values 非负；若总和为0，则返回0。
"""
x = np.asarray(values, dtype=float)
x = x[np.isfinite(x)]
if x.size == 0:
return 0.0
x = np.clip(x, 0, None)
total = x.sum()
if total <= 0:
return 0.0
x_sorted = np.sort(x)
n = x_sorted.size
idx = np.arange(1, n + 1, dtype=float)
return float((2.0 * (idx * x_sorted).sum()) / (n * total) - (n + 1.0) / n)
def _norm_pdf(z):
return np.exp(-0.5 * z * z) / np.sqrt(2.0 * np.pi)
def _norm_cdf(z):
z = np.asarray(z, dtype=float)
erf_vec = np.vectorize(math.erf, otypes=[float])
return 0.5 * (1.0 + erf_vec(z / np.sqrt(2.0)))
def expected_clipped_normal(mu, sigma, lower=0.0, upper=1.0):
"""
X ~ Normal(mu, sigma^2). 返回 E[clip(X, lower, upper)].
- 支持 lower=0 用于避免负需求
- sigma<=0 时退化为 clip(mu, lower, upper)
"""
mu = np.asarray(mu, dtype=float)
sigma = np.asarray(sigma, dtype=float)
lower = float(lower)
upper = float(upper)
if lower > upper:
raise ValueError("lower must be <= upper")
out = np.empty_like(mu, dtype=float)
mask = sigma > 0
out[~mask] = np.clip(mu[~mask], lower, upper)
if np.any(mask):
m = mu[mask]
s = sigma[mask]
z_u = (upper - m) / s
z_l = (lower - m) / s
Phi_u = _norm_cdf(z_u)
Phi_l = _norm_cdf(z_l)
phi_u = _norm_pdf(z_u)
phi_l = _norm_pdf(z_l)
# E[X 1_{X<=a}] = mu*Phi(z) - sigma*phi(z), z=(a-mu)/sigma
ex_le_u = m * Phi_u - s * phi_u
ex_le_l = m * Phi_l - s * phi_l
p_le_l = Phi_l
p_gt_u = 1.0 - Phi_u
out[mask] = lower * p_le_l + (ex_le_u - ex_le_l) + upper * p_gt_u
return out
def load_data():
@@ -76,67 +153,148 @@ def allocate_visits(df, k_min_real, n_total, c_opt):
return df
def calc_effectiveness(df, c_opt=C_OPT, alpha=ALPHA, beta=BETA):
"""计算有效性指标"""
def calc_effectiveness(
df,
c_opt=C_OPT,
alpha=ALPHA,
beta=BETA,
method="mc",
n_sims=N_SIMS,
seed=RANDOM_SEED,
):
"""计算有效性指标（method='mc' 多次模拟取均值；method='analytic' 用闭式期望）"""
d = df['Average Demand per Visit'].values
d_std = df.get('StDev(Demand per Visit)', pd.Series(0.0, index=df.index)).values
d_std = np.clip(d_std, 0, None)
k = df['AllocatedVisits'].values
D = df['TotalDemand'].values
# 截断：单次有效服务 = min(需求, 容量)
eff_per_visit = np.minimum(d, c_opt)
annual_eff = k * eff_per_visit
method = (method or "mc").lower()
if method not in {"mc", "analytic"}:
raise ValueError("method must be 'mc' or 'analytic'")
# 缺货率、浪费率
unmet = np.maximum(0, D - annual_eff) / np.maximum(D, 1)
waste = np.maximum(0, k * c_opt - D) / np.maximum(k * c_opt, 1)
if method == "analytic":
# 正态分布需求：单次期望有效服务 = E[min(max(N(d, std),0), 容量)]
eff_per_visit = expected_clipped_normal(d, d_std, lower=0.0, upper=float(c_opt))
annual_eff = k * eff_per_visit
# 有效性得分
base = annual_eff / np.maximum(D, 1)
score = np.clip(base - alpha * unmet - beta * waste, 0, 1)
unmet = np.maximum(0, D - annual_eff) / np.maximum(D, 1)
waste = np.maximum(0, k * c_opt - annual_eff) / np.maximum(k * c_opt, 1)
n = score.size
bottom_n = max(1, int(np.ceil(n * 0.10)))
bottom10_mean = float(np.sort(score)[:bottom_n].mean())
base = annual_eff / np.maximum(D, 1)
score = np.clip(base - alpha * unmet - beta * waste, 0, 1)
# 总服务客户数 = Σ min(供给能力, 需求)
total_served = np.minimum(k * c_opt, D).sum()
total_demand = D.sum()
n = score.size
bottom_n = max(1, int(np.ceil(n * 0.10)))
total_served = np.minimum(annual_eff, D).sum()
total_demand = D.sum()
return {
'mean': float(score.mean()),
'min': float(score.min()),
'bottom10_mean': float(np.sort(score)[:bottom_n].mean()),
'gini_eff': float(gini_coefficient(score)),
'std': float(score.std()),
'total_unmet': float((D - annual_eff).clip(min=0).sum()),
'total_waste': float((k * c_opt - annual_eff).clip(min=0).sum()),
'total_served': float(total_served),
'total_demand': float(total_demand),
'serve_ratio': float(total_served / total_demand) if total_demand > 0 else 0.0
}
# Monte Carlo：每次访问的需求 ~ Normal(mu, sigma)，重复 n_sims 次取均值
n_sims = int(n_sims)
if n_sims <= 0:
raise ValueError("n_sims must be > 0")
rng = np.random.default_rng(seed)
n_sites = len(df)
annual_eff_sims = np.zeros((n_sites, n_sims), dtype=float)
for i in range(n_sites):
k_i = int(k[i])
if k_i <= 0:
continue
mu_i = float(d[i])
sigma_i = float(d_std[i])
if sigma_i <= 0:
demand = np.full((n_sims, k_i), mu_i, dtype=float)
else:
demand = rng.normal(mu_i, sigma_i, size=(n_sims, k_i))
demand = np.clip(demand, 0, None)
annual_eff_sims[i, :] = np.minimum(demand, float(c_opt)).sum(axis=1)
D2 = D.reshape(-1, 1)
cap2 = (k * c_opt).reshape(-1, 1)
unmet = np.maximum(0, D2 - annual_eff_sims) / np.maximum(D2, 1)
waste = np.maximum(0, cap2 - annual_eff_sims) / np.maximum(cap2, 1)
base = annual_eff_sims / np.maximum(D2, 1)
score_sims = np.clip(base - alpha * unmet - beta * waste, 0, 1)
# 每个站点的期望得分（跨模拟平均）
avg_score = score_sims.mean(axis=1)
bottom_n = max(1, int(np.ceil(n_sites * 0.10)))
total_served_sims = np.minimum(annual_eff_sims, D2).sum(axis=0)
total_unmet_sims = np.maximum(0, D2 - annual_eff_sims).sum(axis=0)
total_waste_sims = np.maximum(0, cap2 - annual_eff_sims).sum(axis=0)
total_demand = float(D.sum())
total_served = float(total_served_sims.mean())
return {
'mean': score.mean(),
'min': score.min(),
'bottom10_mean': bottom10_mean,
'std': score.std(),
'total_unmet': (D - annual_eff).clip(min=0).sum(),
'total_waste': (k * c_opt - D).clip(min=0).sum(),
'mean': float(avg_score.mean()),
'min': float(avg_score.min()),
'bottom10_mean': float(np.sort(avg_score)[:bottom_n].mean()),
'gini_eff': float(gini_coefficient(avg_score)),
'std': float(avg_score.std()),
'total_unmet': float(total_unmet_sims.mean()),
'total_waste': float(total_waste_sims.mean()),
'total_served': total_served,
'total_demand': total_demand,
'serve_ratio': total_served / total_demand
'serve_ratio': float(total_served / total_demand) if total_demand > 0 else 0.0
}
def analyze_kmin_range(df, k_range=np.arange(1.0, 10.1, 0.1)):
def analyze_kmin_range(
df,
k_range=np.arange(1.0, 10.1, 0.1),
method="mc",
n_sims=N_SIMS,
seed=RANDOM_SEED,
):
"""扫描k_min范围，计算有效性"""
results = []
n_sites = len(df)
site_cols = [f"visits_{i+1:02d}" for i in range(n_sites)]
for k_min in k_range:
df_alloc = allocate_visits(df, k_min, N_TOTAL, C_OPT)
if df_alloc is None:
continue
metrics = calc_effectiveness(df_alloc)
results.append({
metrics = calc_effectiveness(df_alloc, method=method, n_sims=n_sims, seed=seed)
row = {
'k_min': k_min,
'effectiveness': metrics['mean'],
'min_eff': metrics['min'],
'bottom10_eff': metrics['bottom10_mean'],
'gini_eff': metrics['gini_eff'],
'std_eff': metrics['std'],
'unmet': metrics['total_unmet'],
'waste': metrics['total_waste'],
'total_served': metrics['total_served'],
'total_demand': metrics['total_demand'],
'serve_ratio': metrics['serve_ratio']
})
}
# 追加每个站点在该 k_min 下的访问次数（按 df 当前排序的站点顺序）
alloc = df_alloc["AllocatedVisits"].astype(int).tolist()
row.update({col: v for col, v in zip(site_cols, alloc)})
results.append(row)
return pd.DataFrame(results)
@@ -146,18 +304,26 @@ def plot_results(results):
if not _HAS_MPL:
raise RuntimeError("缺少依赖: matplotlib（无法绘图）。请先安装 matplotlib 再运行绘图部分。")
fig, axes = plt.subplots(3, 2, figsize=(12, 10))
fig, axes = plt.subplots(4, 2, figsize=(12, 13))
# 找最优点
best_idx = results['effectiveness'].idxmax()
best_k = results.loc[best_idx, 'k_min']
best_eff = results.loc[best_idx, 'effectiveness']
# 红线选点：基尼系数第一次 < 0.2 的 k_min（若不存在则回退到均值有效性最优点）
gini_candidates = results.loc[results["gini_eff"] < 0.2, "k_min"]
if len(gini_candidates) > 0:
selected_k = float(gini_candidates.iloc[0])
selected_label = f'First Gini<0.2: k_min={selected_k:.1f}'
else:
best_idx = results['effectiveness'].idxmax()
selected_k = float(results.loc[best_idx, 'k_min'])
selected_label = f'Best mean eff: k_min={selected_k:.1f}'
selected_idx = (results["k_min"] - selected_k).abs().idxmin()
selected_eff = float(results.loc[selected_idx, "effectiveness"])
# 1. 有效性均值
ax = axes[0, 0]
ax.plot(results['k_min'], results['effectiveness'], 'b-', lw=2)
ax.axvline(best_k, color='r', ls='--', label=f'Best k_min={best_k:.1f}')
ax.scatter([best_k], [best_eff], c='r', s=100, zorder=5)
ax.axvline(selected_k, color='r', ls='--', label=selected_label)
ax.scatter([selected_k], [selected_eff], c='r', s=100, zorder=5)
ax.set_xlabel('k_min')
ax.set_ylabel('Mean Effectiveness')
ax.set_title('Mean Effectiveness vs k_min')
@@ -167,7 +333,7 @@ def plot_results(results):
# 2. 最低10%有效性均值
ax = axes[0, 1]
ax.plot(results['k_min'], results['bottom10_eff'], 'm-', lw=2)
ax.axvline(best_k, color='r', ls='--')
ax.axvline(selected_k, color='r', ls='--')
ax.set_xlabel('k_min')
ax.set_ylabel('Bottom 10% Mean Effectiveness')
ax.set_title('Bottom 10% Mean Effectiveness vs k_min')
@@ -177,7 +343,7 @@ def plot_results(results):
ax = axes[1, 0]
ax.plot(results['k_min'], results['total_served'] / 1000, 'c-', lw=2)
ax.axhline(results['total_demand'].iloc[0] / 1000, color='gray', ls=':', label='Total Demand')
ax.axvline(best_k, color='r', ls='--')
ax.axvline(selected_k, color='r', ls='--')
ax.set_xlabel('k_min')
ax.set_ylabel('Served Families (×1000)')
ax.set_title('Total Served vs k_min')
@@ -187,7 +353,7 @@ def plot_results(results):
# 4. 最小有效性
ax = axes[1, 1]
ax.plot(results['k_min'], results['min_eff'], 'g-', lw=2)
ax.axvline(best_k, color='r', ls='--')
ax.axvline(selected_k, color='r', ls='--')
ax.set_xlabel('k_min')
ax.set_ylabel('Min Effectiveness')
ax.set_title('Worst Site Effectiveness vs k_min')
@@ -197,7 +363,7 @@ def plot_results(results):
ax = axes[2, 0]
ax.plot(results['k_min'], results['unmet'] / 1000, 'r-', lw=2, label='Unmet')
ax.plot(results['k_min'], results['waste'] / 1000, 'b-', lw=2, label='Waste')
ax.axvline(best_k, color='gray', ls='--')
ax.axvline(selected_k, color='gray', ls='--')
ax.set_xlabel('k_min')
ax.set_ylabel('Families (×1000)')
ax.set_title('Unmet Demand vs Wasted Capacity')
@@ -207,17 +373,30 @@ def plot_results(results):
# 6. 有效性标准差
ax = axes[2, 1]
ax.plot(results['k_min'], results['std_eff'], color='tab:orange', lw=2)
ax.axvline(best_k, color='gray', ls='--')
ax.axvline(selected_k, color='gray', ls='--')
ax.set_xlabel('k_min')
ax.set_ylabel('Std Effectiveness')
ax.set_title('Effectiveness Std vs k_min')
ax.grid(True, alpha=0.3)
# 7. 基尼系数
ax = axes[3, 0]
ax.plot(results['k_min'], results['gini_eff'], color='tab:purple', lw=2)
ax.axhline(0.2, color='gray', ls=':', lw=1)
ax.axvline(selected_k, color='r', ls='--')
ax.set_xlabel('k_min')
ax.set_ylabel('Gini Coefficient')
ax.set_title('Gini (Effectiveness) vs k_min')
ax.grid(True, alpha=0.3)
# 8. 空白占位（避免最后一格空图框太挤）
axes[3, 1].axis('off')
plt.tight_layout()
plt.savefig('kmin_effectiveness.png', dpi=150)
plt.close(fig)
return best_k, best_eff
return selected_k, selected_eff
def main():
@@ -225,10 +404,19 @@ def main():
df = load_data()
print(f"站点数: {len(df)}, 总运力: {N_TOTAL}")
print(f"总需求: {df['TotalDemand'].sum():,.0f} 家庭次")
site_name_col = "Site Name" if "Site Name" in df.columns else None
sites_out = pd.DataFrame(
{
"site_idx": np.arange(1, len(df) + 1, dtype=int),
"site_name": df[site_name_col].astype(str).values if site_name_col else [f"Site_{i+1:02d}" for i in range(len(df))],
"total_demand": df["TotalDemand"].values,
}
)
# 2. 扫描k_min
print("\n扫描 k_min ∈ [1.0, 10.0]...")
results = analyze_kmin_range(df)
print(f"使用 Monte Carlo 平均：n_sims={N_SIMS}, seed={RANDOM_SEED}")
results = analyze_kmin_range(df, method="mc", n_sims=N_SIMS, seed=RANDOM_SEED)
# 3. 绘图
best_idx = results['effectiveness'].idxmax()
@@ -245,7 +433,7 @@ def main():
# 5. 生成最优方案
df_opt = allocate_visits(df, best_k, N_TOTAL, C_OPT)
metrics = calc_effectiveness(df_opt)
metrics = calc_effectiveness(df_opt, method="mc", n_sims=N_SIMS, seed=RANDOM_SEED)
print(f"\n最优方案统计:")
print(f" 有效性: {metrics['mean']:.4f} (min={metrics['min']:.4f})")
@@ -256,7 +444,8 @@ def main():
# 6. 保存
results.to_csv('kmin_effectiveness_data.csv', index=False)
print("\n已保存: kmin_effectiveness.png, kmin_effectiveness_data.csv")
sites_out.to_csv("kmin_effectiveness_sites.csv", index=False)
print("\n已保存: kmin_effectiveness.png, kmin_effectiveness_data.csv, kmin_effectiveness_sites.csv")
if __name__ == '__main__':

92
kmin_effectiveness_data.csv Normal file
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@@ -0,0 +1,92 @@
k_min,effectiveness,min_eff,bottom10_eff,gini_eff,std_eff,unmet,waste,total_served,total_demand,serve_ratio,visits_01,visits_02,visits_03,visits_04,visits_05,visits_06,visits_07,visits_08,visits_09,visits_10,visits_11,visits_12,visits_13,visits_14,visits_15,visits_16,visits_17,visits_18,visits_19,visits_20,visits_21,visits_22,visits_23,visits_24,visits_25,visits_26,visits_27,visits_28,visits_29,visits_30,visits_31,visits_32,visits_33,visits_34,visits_35,visits_36,visits_37,visits_38,visits_39,visits_40,visits_41,visits_42,visits_43,visits_44,visits_45,visits_46,visits_47,visits_48,visits_49,visits_50,visits_51,visits_52,visits_53,visits_54,visits_55,visits_56,visits_57,visits_58,visits_59,visits_60,visits_61,visits_62,visits_63,visits_64,visits_65,visits_66,visits_67,visits_68,visits_69,visits_70
1.0,0.6341145571330261,0.0,0.0,0.3576469174594097,0.44121099409856696,7211.9349775511755,52958.89819394406,95261.06502244883,102473.0,0.9296211199286528,1,1,2,2,3,3,3,3,3,3,3,3,3,3,4,4,4,5,5,5,5,5,5,6,6,6,7,8,8,9,9,10,10,10,11,11,11,12,12,12,12,12,12,13,13,13,14,14,14,14,14,14,14,15,15,15,15,15,15,16,16,16,16,20,20,21,21,23,25,29
1.1,0.631881646766723,0.0,0.0,0.3595928073033041,0.44071458493703186,7339.685342065542,52748.84063760984,95133.31465793446,102473.0,0.9283744465169798,1,1,2,2,3,3,3,3,3,3,3,3,3,3,4,4,4,5,5,5,5,5,5,6,6,6,7,8,8,9,9,9,10,10,10,11,11,11,12,12,12,12,12,13,13,13,14,14,14,14,14,14,14,14,15,15,15,15,15,16,16,16,16,20,21,21,22,24,26,29
1.2000000000000002,0.6287203388568261,0.0,0.0,0.36192497743028307,0.4401312771373341,7408.3988763206435,52820.73192590341,95064.60112367936,102473.0,0.9277038939396657,2,2,2,2,3,3,3,3,3,3,3,3,3,3,4,4,4,4,5,5,5,5,5,6,6,6,7,7,8,9,9,9,10,10,10,11,11,11,12,12,12,12,12,12,13,13,13,13,14,14,14,14,14,14,14,15,16,16,16,16,17,17,17,20,20,21,21,23,26,30
1.3000000000000003,0.625341285955271,0.0,0.0,0.36601171772562924,0.44375909970982375,7550.927051345476,52494.00979479516,94922.07294865453,102473.0,0.92631300877943,1,2,2,2,3,3,3,3,3,3,3,3,3,3,4,4,4,4,4,5,5,5,5,5,6,6,7,7,8,9,9,9,10,10,10,11,11,11,12,12,12,12,12,12,13,13,13,13,13,15,15,15,15,15,15,16,16,16,16,16,16,17,17,20,20,21,21,23,25,29
1.4000000000000004,0.6265696005707148,0.0,0.0,0.3654665646918591,0.4447023695438366,7501.118967467812,52848.239886346324,94971.88103253218,102473.0,0.9267990693405305,2,2,2,2,3,3,3,3,3,3,3,3,3,3,4,4,4,4,4,5,5,5,5,5,6,6,7,7,8,9,9,9,10,10,10,11,11,11,11,11,12,12,13,13,13,14,14,14,14,15,15,15,15,15,15,15,15,15,16,16,16,16,16,20,20,21,21,23,25,29
1.5000000000000004,0.6273784849051388,0.0,0.0,0.365603962742173,0.4457907186128677,7548.454665638993,52647.80885347686,94924.54533436101,102473.0,0.9263371359710462,1,2,2,2,3,3,3,3,3,3,3,3,3,3,3,4,4,4,4,5,5,5,5,5,6,6,7,7,8,8,9,9,10,10,10,11,12,12,12,12,12,13,13,13,13,14,14,14,14,15,15,15,15,15,15,15,15,15,15,16,16,16,16,20,20,21,21,23,25,28
1.6000000000000005,0.6351745888908343,0.0,0.0,0.3583174145196568,0.44765752532432257,7157.600450378414,52929.82720279829,95315.39954962158,102473.0,0.9301513525477109,1,2,2,2,3,3,3,3,3,3,3,3,3,3,3,3,4,4,4,5,5,5,5,5,6,6,7,7,9,9,10,10,11,11,11,11,12,12,12,12,12,12,13,13,13,13,14,14,14,15,15,15,15,15,15,15,15,15,15,16,16,16,16,19,20,20,21,22,24,28
1.7000000000000006,0.6456242859884709,0.0,0.0,0.3471226552522928,0.43861774016419797,6818.575651507843,53696.13656158148,95654.42434849216,102473.0,0.9334597830500928,2,2,2,2,3,3,3,3,3,3,3,3,3,3,3,3,4,4,4,5,5,6,6,6,7,7,8,8,9,9,9,10,10,11,11,11,12,12,12,12,12,12,12,13,13,13,14,14,14,14,14,14,14,15,15,15,15,15,15,16,16,16,16,19,19,20,20,22,24,29
1.8000000000000007,0.6497067453511609,0.0,0.0,0.3429817305473586,0.4366951731325637,6634.194990693854,54326.7753900214,95838.80500930613,102473.0,0.9352590927298521,1,1,2,2,3,3,3,3,3,3,3,3,3,3,4,4,5,5,5,6,6,6,6,6,6,7,8,8,9,9,9,10,10,11,11,11,12,12,12,12,12,12,12,13,13,13,14,14,14,14,14,14,14,14,15,15,15,15,15,15,16,16,16,19,19,20,20,22,24,27
1.9000000000000008,0.6479086942180893,0.0,1.8874178475584306e-06,0.3439427977054208,0.43422510675539777,6625.760124161231,55179.116128219976,95847.23987583877,102473.0,0.9353414057931237,1,2,2,2,2,3,3,4,4,4,4,4,4,4,4,4,5,5,5,5,6,6,6,6,6,7,8,8,8,9,9,10,10,11,11,11,11,12,12,12,12,12,12,13,13,13,13,13,14,14,14,14,14,14,14,15,15,15,15,15,15,16,16,19,19,20,20,22,24,27
2.000000000000001,0.6450114362988062,0.0,7.002540308021955e-07,0.3443258020190607,0.4293116930939743,6544.538620188119,56364.45571260375,95928.46137981188,102473.0,0.9361340194959832,3,3,3,3,3,4,4,4,4,4,4,4,4,4,4,4,5,5,5,5,5,6,6,6,6,7,8,8,8,9,9,10,10,10,11,11,11,11,12,12,12,12,12,12,13,13,13,13,13,14,14,14,14,14,14,14,15,15,15,15,15,15,15,19,19,19,20,22,24,28
2.100000000000001,0.6436543540132394,0.0,7.002540308021955e-07,0.3449664909747885,0.42836930389058037,6566.428277419522,56177.68784796532,95906.5717225805,102473.0,0.93592040559543,3,3,3,3,3,4,4,4,4,4,4,4,4,4,4,4,5,5,5,5,5,6,6,6,6,7,7,8,8,9,9,10,10,10,10,11,11,11,12,12,12,12,12,12,13,13,13,13,13,14,14,14,14,14,14,14,14,14,15,15,15,15,15,19,20,20,20,23,25,28
2.200000000000001,0.640615443074095,0.0,0.0,0.34729636140039655,0.42745500295385896,6767.5375026086895,55856.20958482915,95705.46249739132,102473.0,0.9339578474075251,3,3,3,3,3,3,4,4,4,4,4,4,4,4,4,4,5,5,5,5,5,6,6,6,6,7,7,8,8,9,9,9,10,10,10,11,11,11,11,11,12,12,12,12,12,13,13,13,13,14,14,14,14,14,14,14,15,15,15,16,16,16,16,19,19,20,20,23,25,28
2.300000000000001,0.6391013329876792,0.0,1.0242202730648707e-06,0.34867294623408696,0.4271995249335246,6905.077160433514,55592.77065358443,95567.92283956648,102473.0,0.9326156435311398,3,3,3,3,3,3,3,3,4,4,4,4,4,4,4,4,5,5,5,5,5,6,6,6,6,7,7,8,8,9,9,9,10,10,10,11,11,11,11,11,11,12,12,12,12,12,13,13,13,15,15,15,15,15,15,15,15,15,15,16,16,16,16,19,19,20,20,22,24,27
2.4000000000000012,0.639803650595918,0.0,1.0242202730648707e-06,0.3487515336799809,0.42802622039076316,6932.664095262117,55715.21451516906,95540.33590473789,102473.0,0.9323464317892313,3,3,3,3,3,3,3,3,4,4,4,4,4,4,4,4,5,5,5,5,5,6,6,6,6,7,7,8,8,9,9,9,10,10,10,10,11,11,11,11,11,11,13,13,13,13,14,14,14,14,14,14,14,15,15,15,15,15,15,15,16,16,16,19,19,20,20,22,23,28
2.5000000000000013,0.6442489623054904,0.0,1.0242202730648707e-06,0.34570884327343787,0.43035880554927297,6662.5040375645995,56116.90784451566,95810.4959624354,102473.0,0.9349828341361666,3,3,3,3,3,3,3,3,4,4,4,4,4,4,4,4,5,5,5,5,5,6,6,6,6,7,7,8,8,9,9,9,10,10,10,11,12,12,12,12,12,12,12,13,13,13,14,14,14,14,14,14,14,14,15,15,15,15,15,15,15,16,16,19,19,19,20,21,23,26
2.6000000000000014,0.6491835835297891,0.0,1.0242202730648707e-06,0.34181447890974836,0.4336409043163825,6371.990180915909,56296.556302436664,96101.00981908411,102473.0,0.9378178624523934,3,3,3,3,3,3,3,3,4,4,4,4,4,4,4,4,5,5,5,5,5,6,6,6,6,6,7,7,9,10,10,10,11,11,11,11,12,12,12,12,12,12,12,13,13,13,13,14,14,14,14,14,14,14,14,15,15,15,15,15,15,15,15,18,19,19,19,21,23,27
2.7000000000000015,0.6609465817980453,0.0,0.0,0.3299006772092712,0.42627196745848805,6040.884555252093,56870.683649712824,96432.11544474789,102473.0,0.9410490123715309,3,3,3,3,3,3,3,3,4,4,4,4,4,4,4,4,4,5,5,5,5,7,7,7,7,7,8,8,9,9,10,10,11,11,11,11,12,12,12,12,12,12,12,13,13,13,13,13,14,14,14,14,14,14,14,14,14,14,15,15,15,15,15,18,18,19,19,21,23,27
2.8000000000000016,0.6602502925666722,0.0,8.213844609905636e-07,0.3286933930973204,0.4213906998087764,6045.176219552856,57330.752973745075,96427.82378044716,102473.0,0.9410071314438648,3,3,3,3,3,3,3,3,4,4,4,4,4,4,5,5,5,6,6,6,6,6,6,7,7,7,8,8,9,9,9,10,10,11,11,11,11,12,12,12,12,12,12,12,13,13,13,13,13,14,14,14,14,14,14,14,14,14,14,15,15,15,15,18,18,19,20,22,23,26
2.9000000000000017,0.6659411249444852,0.0,1.4980286066269457e-06,0.3218974442032083,0.4160195392945425,5830.436156881196,58487.43375616116,96642.5638431188,102473.0,0.94310270845119,2,3,3,3,3,3,3,4,5,5,5,5,5,5,5,5,5,6,6,6,6,6,6,7,7,7,8,8,9,9,9,10,10,11,11,11,11,11,12,12,12,12,12,12,13,13,13,13,13,14,14,14,14,14,14,14,14,14,14,15,15,15,15,18,18,19,19,20,22,25
3.0000000000000018,0.6641011063606157,0.0,1.1993630141609899e-05,0.3226762381404542,0.41435101002065494,5873.787918096625,58968.950172073186,96599.21208190337,102473.0,0.9426796530003354,3,3,3,3,3,4,4,4,5,5,5,5,5,5,5,5,5,6,6,6,6,6,6,7,7,7,8,8,9,9,9,10,10,10,11,11,11,11,12,12,12,12,12,12,12,13,13,13,13,14,14,14,14,14,14,14,14,14,14,15,15,15,15,18,18,18,19,20,22,25
3.100000000000002,0.666831364628495,0.0,0.0022015391055339633,0.31803630855430987,0.40906228346688567,5784.401522965496,59577.74465380383,96688.59847703451,102473.0,0.9435519451663805,4,4,4,4,4,4,4,4,5,5,5,5,5,5,5,5,5,6,6,6,6,6,6,7,7,7,8,8,9,9,9,10,10,10,10,11,11,11,11,11,12,12,12,12,12,12,13,13,13,13,13,13,13,14,14,14,14,14,14,14,14,15,15,18,19,19,19,21,23,26
3.200000000000002,0.6633233953109756,0.0,0.0022015391055339633,0.3210069673734737,0.40855905164027995,5987.992435432583,59569.10873999842,96485.00756456742,102473.0,0.9415651690159107,4,4,4,4,4,4,4,4,5,5,5,5,5,5,5,5,5,6,6,6,6,6,6,7,7,7,8,8,8,9,9,10,10,10,10,11,11,11,11,11,11,12,12,12,12,12,13,13,13,13,13,13,13,13,14,14,15,15,15,15,15,15,16,18,18,19,19,21,22,25
3.300000000000002,0.6580043587555976,0.0,0.0022015391055339633,0.32589677061691713,0.409633968091643,6278.195307786394,59339.38960666879,96194.8046922136,102473.0,0.9387331754922136,4,4,4,4,4,4,4,4,5,5,5,5,5,5,5,5,5,6,6,6,6,6,6,6,7,7,8,8,8,9,9,9,10,10,10,11,11,11,11,11,11,11,11,12,12,12,13,13,13,14,14,14,14,14,14,15,15,15,15,15,15,15,15,18,18,19,19,20,22,25
3.400000000000002,0.6606938285246241,0.0,0.001543791230764743,0.32478442980717737,0.41165702632438744,6189.2452730002815,59365.09125233717,96283.7547269997,102473.0,0.9396012093624633,3,4,4,4,4,4,4,4,5,5,5,5,5,5,5,5,5,6,6,6,6,6,6,6,7,7,8,8,8,9,9,9,10,10,10,10,11,11,11,11,11,11,12,13,13,13,13,13,14,14,14,14,14,14,14,14,14,14,15,15,15,15,15,18,18,19,19,20,22,25
3.500000000000002,0.6612908675572927,0.0,0.0008337677151051152,0.326606218887306,0.41781552058996624,5985.129478415322,59321.46864709561,96487.87052158467,102473.0,0.9415931076633325,3,3,3,4,4,4,4,4,5,5,5,5,5,5,5,5,5,6,6,6,6,6,6,6,7,7,8,8,8,9,9,9,10,10,10,11,12,12,12,12,12,12,12,13,13,13,13,13,13,14,14,14,14,14,14,14,14,14,14,15,15,15,15,18,18,18,18,20,22,24
3.6000000000000023,0.6669437575805018,0.0,1.168490953085006e-06,0.321586248093926,0.41856406474471325,5699.352658819076,59135.943229198914,96773.64734118093,102473.0,0.9443819088070119,3,3,3,3,3,3,4,4,5,5,5,5,5,5,5,5,5,6,6,6,6,6,6,6,7,7,7,8,9,10,10,10,11,11,11,11,12,12,12,12,12,12,12,12,13,13,13,13,13,14,14,14,14,14,14,14,14,14,14,15,15,15,15,17,18,18,18,20,21,24
3.7000000000000024,0.6744779015099097,0.0,6.590543711507239e-06,0.3140246957764117,0.41321255649937455,5526.486590266524,59580.772071120875,96946.51340973348,102473.0,0.9460688514021595,3,3,3,3,3,4,4,4,4,4,5,5,5,5,5,5,5,6,6,6,6,7,7,7,7,8,8,9,9,10,10,10,11,11,11,11,11,12,12,12,12,12,12,12,12,13,13,13,13,14,14,14,14,14,14,14,14,14,14,14,15,15,15,17,17,18,18,19,21,24
3.8000000000000025,0.681615495969978,0.0,0.0009221158077961178,0.3042263516502324,0.40348061080459563,5250.8764999393425,60913.85863351621,97222.12350006065,102473.0,0.9487584388088633,3,3,4,4,4,4,4,4,4,4,5,5,5,5,6,6,6,6,7,7,7,7,7,7,7,8,8,9,9,10,10,10,10,11,11,11,11,11,12,12,12,12,12,12,12,13,13,13,13,13,13,13,13,14,14,14,14,14,14,14,14,14,15,17,17,18,18,19,21,23
3.9000000000000026,0.6853821766169409,3.30497610019623e-05,0.007932827219986203,0.2978931315589526,0.39680727593432125,5201.559752708698,61685.64913686827,97271.44024729129,102473.0,0.9492397045786821,4,4,4,4,4,4,4,5,5,5,5,5,6,6,6,6,6,6,6,7,7,7,7,7,7,8,8,9,9,9,10,10,10,10,11,11,11,11,11,11,12,12,12,12,12,12,13,13,13,13,13,13,13,13,13,14,14,14,14,14,14,14,14,17,17,17,18,20,22,24
4.000000000000003,0.6914569650779431,0.014477187193806694,0.03640711330564476,0.2871798658562652,0.38334001402625417,5216.457200703124,62823.33648114507,97256.54279929689,102473.0,0.949094325327617,5,5,5,5,5,5,5,5,5,5,5,5,6,6,6,6,6,6,6,7,7,7,7,7,7,8,8,8,9,9,9,10,10,10,10,11,11,11,11,11,11,12,12,12,12,12,13,13,13,13,13,13,13,13,13,13,13,14,14,14,14,14,14,17,17,17,18,20,21,24
4.100000000000003,0.6850659849402758,0.014477187193806694,0.028528765775422103,0.29243472824319183,0.38363786530657673,5424.008527466386,62136.42524042886,97048.99147253361,102473.0,0.9470689008083457,5,5,5,5,5,5,5,5,5,5,5,5,5,5,6,6,6,6,6,7,7,7,7,7,7,8,8,8,9,9,9,10,10,10,10,11,11,11,11,11,11,11,12,12,12,12,12,12,13,13,13,13,13,13,13,13,13,13,13,14,14,14,14,17,18,19,19,21,22,25
4.200000000000003,0.6840718619194874,0.014477187193806694,0.028528765775422103,0.2928382753350951,0.38295853367504773,5472.7249288252415,62248.03595051339,97000.27507117476,102473.0,0.9465934936146572,5,5,5,5,5,5,5,5,5,5,5,5,5,5,6,6,6,6,6,7,7,7,7,7,7,8,8,8,9,9,9,10,10,10,10,11,11,11,11,11,11,11,11,12,12,12,12,12,12,13,13,13,13,13,13,13,14,14,14,15,15,15,15,17,17,18,18,20,22,24
4.3000000000000025,0.6805992192285779,0.014477187193806694,0.028528765775422103,0.29719282140069625,0.3866556104078709,5586.201159642076,62187.08559152845,96886.79884035794,102473.0,0.9454861167366813,5,5,5,5,5,5,5,5,5,5,5,5,5,5,6,6,6,6,6,6,7,7,7,7,7,7,8,8,9,9,9,10,10,10,10,10,11,11,11,11,11,11,11,12,12,12,12,12,12,14,14,14,14,14,14,14,14,14,14,14,15,15,15,17,17,18,18,19,21,23
4.400000000000003,0.6800617457783857,0.004505100763259419,0.01878612938068374,0.2996197566089933,0.38989880230343654,5604.944076419209,62119.597750029025,96868.05592358077,102473.0,0.945303210831934,4,5,5,5,5,5,5,5,5,5,5,5,5,5,6,6,6,6,6,6,6,7,7,7,7,7,8,8,9,9,9,9,10,10,10,10,11,11,11,11,11,11,12,12,13,13,13,13,13,14,14,14,14,14,14,14,14,14,14,14,14,15,15,17,17,17,18,19,20,23
4.5000000000000036,0.6816629209607336,0.014477187193806694,0.028528765775422103,0.29773214235069423,0.3892791887269054,5515.7331481710935,62288.54317165098,96957.2668518289,102473.0,0.9461737906748987,5,5,5,5,5,5,5,5,5,5,5,5,5,5,6,6,6,6,6,6,6,7,7,7,7,7,8,8,8,9,9,9,10,10,10,11,12,12,12,12,12,12,12,12,12,13,13,13,13,13,13,13,13,13,14,14,14,14,14,14,14,14,14,17,17,17,17,20,21,23
4.600000000000003,0.6884613577815473,0.014477187193806694,0.028528765775422103,0.2923334832928999,0.390155234231087,5156.478753919141,62635.828814680026,97316.52124608084,102473.0,0.9496796350851526,5,5,5,5,5,5,5,5,5,5,5,5,5,5,6,6,6,6,6,6,6,7,7,7,7,7,8,8,9,10,10,10,11,11,11,11,11,11,12,12,12,12,12,12,12,12,13,13,13,13,13,13,13,13,13,14,14,14,14,14,14,14,14,16,17,17,17,18,21,23
4.700000000000003,0.6992711654105389,0.014477187193806694,0.028528765775422103,0.28196983142402976,0.38418806613546364,4802.168292736121,63568.508088769966,97670.83170726389,102473.0,0.9531372332932957,5,5,5,5,5,5,5,5,5,5,5,5,5,5,6,6,6,6,6,6,6,8,8,8,8,8,9,9,9,10,10,10,11,11,11,11,11,11,12,12,12,12,12,12,12,12,13,13,13,13,13,13,13,13,13,13,13,13,14,14,14,14,14,16,16,17,17,18,19,22
4.800000000000003,0.709343056854343,0.004505100763259419,0.01878612938068374,0.26999421260821377,0.37217760692806867,4543.6102681953325,64352.12773565445,97929.38973180467,102473.0,0.9556604152489404,4,5,5,5,5,5,5,5,5,5,5,5,5,5,7,7,7,7,7,7,7,8,8,8,8,8,9,9,9,10,10,10,10,11,11,11,11,11,11,11,12,12,12,12,12,12,12,13,13,13,13,13,13,13,13,13,13,13,13,14,14,14,14,16,16,17,17,18,19,21
4.900000000000004,0.7142827246508412,0.004505100763259419,0.06066984900885367,0.2586130693544262,0.35498388813882364,4692.959527929367,65221.81965025295,97780.04047207063,102473.0,0.9542029653866934,4,5,5,5,5,5,5,6,6,6,6,6,6,6,7,7,7,7,7,7,7,7,8,8,8,8,9,9,9,10,10,10,10,10,11,11,11,11,11,11,11,11,12,12,12,12,12,12,12,13,13,13,13,13,13,13,13,13,13,14,14,14,14,16,16,16,17,18,19,21
5.0000000000000036,0.7259868623762766,0.0832493215512994,0.1168799727456342,0.2425715853567605,0.3387195747932674,4622.424440440173,66436.98183372286,97850.57555955982,102473.0,0.9548912938975127,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,7,7,7,7,7,7,7,7,8,8,8,9,9,9,10,10,10,10,10,10,11,11,11,11,11,11,11,11,12,12,12,12,12,12,13,13,13,13,13,13,13,13,13,13,13,13,14,14,16,16,16,16,17,19,21
5.100000000000003,0.7208106938879523,0.0832493215512994,0.10980044215747,0.24664381568534255,0.3400097635691426,4820.138880379911,65828.26744186327,97652.86111962008,102473.0,0.9529618642922534,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,7,7,7,7,7,7,7,8,8,8,8,9,9,9,9,10,10,10,10,11,11,11,11,11,11,11,11,12,12,12,12,12,12,13,13,13,13,13,13,13,13,13,13,13,13,13,13,16,17,17,17,18,19,23
5.200000000000004,0.7177875697235016,0.0832493215512994,0.10980044215747,0.24784697511274256,0.33855608622079,5025.939462776529,65728.27098137868,97447.06053722346,102473.0,0.950953524706249,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,7,7,7,7,7,7,7,8,8,8,8,9,9,9,9,10,10,10,10,10,11,11,11,11,11,11,11,11,12,12,12,12,12,12,12,12,12,12,13,13,14,14,14,14,14,14,14,16,16,17,17,19,20,22
5.300000000000004,0.7142111171952614,0.07348441191132199,0.10000036160779545,0.253045651007741,0.34411011450034157,5108.17103936397,65532.66371302016,97364.82896063602,102473.0,0.9501510540399521,5,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,7,7,7,7,7,7,7,7,8,8,8,9,9,9,9,10,10,10,10,10,11,11,11,11,11,11,11,11,11,12,12,12,12,13,13,13,13,13,13,14,14,14,14,14,14,14,14,16,16,17,17,18,19,21
5.400000000000004,0.7203895188484549,0.0832493215512994,0.10980044215747,0.248361620075485,0.34275400450461885,4802.36203119521,65928.34920714199,97670.63796880477,102473.0,0.9531353426639678,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,7,7,7,7,7,7,7,7,8,8,8,8,9,9,9,10,10,10,10,10,11,11,11,11,11,11,12,12,12,12,13,13,13,13,13,13,13,13,13,13,13,13,13,14,14,14,14,16,16,16,16,17,19,22
5.5000000000000036,0.7196399650976707,0.07348441191132199,0.10000036160779545,0.251093269657265,0.34736063687163327,4730.956915071836,65933.6442361288,97742.04308492815,102473.0,0.9538321614954979,5,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,7,7,7,7,7,7,7,7,8,8,8,8,9,9,9,9,10,10,10,11,11,11,12,12,12,12,12,12,12,12,13,13,13,13,13,13,13,13,13,13,13,13,13,14,14,14,14,16,16,16,16,17,18,20
5.600000000000004,0.7253016151099078,0.07348441191132199,0.10000036160779545,0.24769879669511008,0.35078105496647327,4410.597069975457,66144.82883707383,98062.40293002455,102473.0,0.9569584469082055,5,6,6,6,6,6,6,6,6,6,6,6,6,6,6,6,7,7,7,7,7,7,7,7,7,8,8,8,10,10,10,10,11,11,11,11,11,11,11,11,12,12,12,12,12,12,12,12,13,13,13,13,13,13,13,13,13,13,13,13,14,14,14,15,16,16,16,17,18,20
5.700000000000005,0.7299551764183926,0.07348441191132199,0.10014393102439718,0.24204279509450788,0.3427191360387187,4261.257403164137,66715.89227930848,98211.74259683587,102473.0,0.9584158031563034,5,5,6,6,6,6,6,6,6,6,6,6,6,6,6,6,7,7,7,7,7,8,8,8,8,9,9,9,10,10,10,10,11,11,11,11,11,11,11,11,11,12,12,12,12,12,12,12,12,13,13,13,13,13,13,13,13,13,13,13,13,13,13,15,15,16,16,17,18,20
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5.900000000000004,0.7509719239050769,0.13821333572534547,0.18812980173499994,0.21291983852227303,0.3073640537928038,4169.825734746329,68968.69980521659,98303.17426525368,102473.0,0.9593080544656024,6,6,6,6,6,6,6,7,7,7,7,7,7,7,7,7,7,8,8,8,8,8,8,8,8,9,9,9,9,10,10,10,10,10,11,11,11,11,11,11,11,11,11,12,12,12,12,12,12,12,12,12,12,12,13,13,13,13,13,13,13,13,13,15,15,15,15,16,17,19
6.000000000000004,0.7587084085840446,0.2007652470176261,0.21525234804741264,0.20082531954159233,0.2898905802940388,4218.158380105238,69826.34855626158,98254.84161989475,102473.0,0.9588363922193627,6,6,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,8,8,8,8,8,8,8,8,9,9,9,9,10,10,10,10,10,10,11,11,11,11,11,11,11,11,11,12,12,12,12,12,12,12,12,12,12,12,12,12,13,13,13,13,13,13,15,15,15,15,16,17,19
6.100000000000005,0.7507928383441442,0.07348441191132199,0.1950774221901012,0.2087261237351874,0.2977873892863632,4446.823689131523,69062.98332019962,98026.17631086847,102473.0,0.9566049233541368,5,6,6,7,7,7,7,7,7,7,7,7,7,7,7,7,7,8,8,8,8,8,8,8,8,8,9,9,9,10,10,10,10,10,10,11,11,11,11,11,11,11,11,11,11,12,12,12,12,12,12,12,12,12,12,12,12,12,12,13,13,13,13,15,16,16,16,17,18,20
6.200000000000005,0.7473720194279226,0.07348441191132199,0.18716560156783743,0.21199997114070013,0.3005726175732655,4517.879768410358,68876.2291231841,97955.12023158965,102473.0,0.9559115106573405,5,6,6,6,7,7,7,7,7,7,7,7,7,7,7,7,7,8,8,8,8,8,8,8,8,8,9,9,9,9,10,10,10,10,10,10,11,11,11,11,11,11,11,11,11,11,12,12,12,12,12,12,12,12,12,12,13,13,13,13,14,14,14,15,15,16,16,17,18,19
6.300000000000004,0.7505986121271847,0.07348441191132199,0.19495293674484174,0.20763770208546872,0.2945345169606789,4508.731844980599,69320.56981363284,97964.2681550194,102473.0,0.9560007822062337,5,6,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,8,8,8,8,8,8,8,8,8,9,9,9,9,9,10,10,10,10,10,11,11,11,11,11,11,11,11,11,11,11,11,12,13,13,13,13,13,13,13,13,13,13,13,13,13,13,15,15,15,16,16,17,19
6.400000000000005,0.7477915407161522,0.07348441191132199,0.18716560156783743,0.21406499190804396,0.30494802636860674,4391.094640276807,68939.8874611163,98081.9053597232,102473.0,0.9571487646474993,5,6,6,6,7,7,7,7,7,7,7,7,7,7,7,7,7,7,8,8,8,8,8,8,8,8,9,9,9,9,9,10,10,10,10,10,10,10,11,11,11,11,12,12,12,12,12,12,12,13,13,13,13,13,13,13,13,13,13,13,13,13,13,15,15,15,15,16,17,19
6.500000000000005,0.7469722291548991,0.07348441191132199,0.17506391629179285,0.21893776255174613,0.31544038385934325,4150.55483928604,68684.61225927786,98322.44516071396,102473.0,0.9594961127391016,5,6,6,6,6,6,7,7,7,7,7,7,7,7,7,7,7,7,7,8,8,8,8,8,8,8,9,9,9,9,9,10,10,10,10,11,11,11,11,11,12,12,12,12,12,12,12,12,12,12,13,13,13,13,13,13,13,13,13,13,13,13,13,15,15,15,15,16,17,18
6.600000000000005,0.7558450997480074,0.07348441191132199,0.19495293674484174,0.20748683183566685,0.3020258332143076,4135.267241472138,69439.64473757535,98337.73275852785,102473.0,0.9596452993327789,5,6,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,8,8,8,8,8,8,8,8,9,10,10,10,10,11,11,11,11,11,11,11,11,11,11,11,12,12,12,12,12,12,12,12,12,12,12,12,13,13,13,13,13,13,13,13,14,15,15,15,16,17,18
6.700000000000005,0.7631822174952849,0.07348441191132199,0.19495293674484174,0.2012032123470906,0.29742317474619256,3888.3675418251623,70190.35253111576,98584.63245817483,102473.0,0.962054711564752,5,6,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,7,8,9,9,9,9,9,9,10,10,10,10,10,11,11,11,11,11,11,11,11,11,11,11,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,13,13,13,13,13,14,14,15,15,15,16,18
6.800000000000005,0.7742788983907305,0.2007652470176261,0.24623570627632324,0.18554563154777326,0.27601139028303695,3841.635680903716,71276.83665952102,98631.36431909628,102473.0,0.9625107522869075,6,6,7,7,7,7,7,7,7,7,7,7,7,7,8,8,8,8,8,8,8,9,9,9,9,9,9,9,10,10,10,10,10,11,11,11,11,11,11,11,11,11,11,11,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,13,13,13,13,14,14,14,14,15,16,17
6.900000000000006,0.7768193089816157,0.07348441191132199,0.27769217064895646,0.17777191642901058,0.26126519459817593,3934.5825702802817,72004.61116336135,98538.41742971972,102473.0,0.9616037144391177,5,5,7,7,7,7,7,8,8,8,8,8,8,8,8,8,8,8,8,8,8,9,9,9,9,9,9,9,10,10,10,10,10,10,11,11,11,11,11,11,11,11,11,11,11,11,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,13,13,14,14,14,14,15,16,17
7.000000000000005,0.7828676736759198,0.21141698653295748,0.30318262358092885,0.17045584225601118,0.25180980113185436,3959.173440620721,72578.12563516332,98513.82655937927,102473.0,0.961363740296266,6,6,7,7,7,7,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,9,9,9,9,9,9,9,10,10,10,10,10,10,10,11,11,11,11,11,11,11,11,11,11,11,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,14,14,14,14,15,16,17
7.100000000000005,0.7807777178069581,0.21141698653295748,0.32195081552070076,0.16785773461899445,0.24354883233026034,4150.11479768182,72534.41225493529,98322.88520231818,102473.0,0.9595004069590837,6,6,7,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,9,9,9,9,9,9,10,10,10,10,10,10,10,11,11,11,11,11,11,11,11,11,11,11,11,11,12,12,12,12,12,12,12,12,12,12,12,12,12,12,14,14,15,15,16,16,18
7.2000000000000055,0.775133038015558,0.21141698653295748,0.31567470470006054,0.17154505228418926,0.2459195189823457,4527.50268287182,72315.02421740451,97945.49731712817,102473.0,0.9558176038286005,6,6,7,7,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,9,9,9,9,9,9,10,10,10,10,10,10,10,10,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,12,12,12,12,13,13,13,13,13,13,13,14,14,15,15,15,16,17
7.300000000000006,0.775149176109478,0.21141698653295748,0.31567470470006054,0.1723551414769291,0.24751769515832298,4384.579605943557,72256.6828321812,98088.42039405645,102473.0,0.9572123427054585,6,6,7,7,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,9,9,9,9,9,10,10,10,10,10,10,10,10,10,11,11,11,11,11,11,11,11,11,11,11,12,12,12,12,12,12,13,13,13,13,13,13,13,13,14,14,14,14,15,16,17
7.400000000000006,0.7809967621056142,0.32223829343894156,0.3375250156554298,0.16953488542508377,0.24698740844264155,4253.766638747558,72639.34173296284,98219.23336125245,102473.0,0.958488903040337,7,7,7,7,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,9,9,9,9,9,9,10,10,10,10,10,10,10,10,10,10,10,10,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,13,13,13,13,14,14,14,14,15,16,17
7.500000000000005,0.7807882492930738,0.3216641490697723,0.33731899225641004,0.17121080778282716,0.25146308336613815,4108.402330564411,72509.7329469793,98364.59766943559,102473.0,0.9599074650828568,7,7,7,7,7,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,9,9,9,9,9,9,10,10,10,10,11,11,11,11,11,11,11,11,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,13,13,14,14,14,14,15,15,17
7.600000000000006,0.7812780328980804,0.27237311875411147,0.3238652266861477,0.1728985774812395,0.25538139420337513,4105.99895450063,72568.95772318324,98367.00104549939,102473.0,0.9599309188322718,7,7,7,7,7,7,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,9,9,9,10,10,10,10,11,11,11,11,11,11,11,11,11,11,11,11,11,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,13,13,14,14,15,16,17
7.700000000000006,0.7840365908187781,0.27237311875411147,0.3046885968094987,0.17005801309799184,0.25328828229302064,4279.983987143974,73130.08782085778,98193.01601285601,102473.0,0.9582330566379047,7,7,7,7,7,7,7,7,8,8,8,8,8,8,8,8,8,8,8,8,8,9,9,9,9,10,10,10,10,10,10,10,11,11,11,11,11,11,11,11,11,11,11,11,11,11,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,13,13,13,14,14,15,16
7.800000000000006,0.788193311582141,0.27237311875411147,0.3144838028260904,0.16071153932230753,0.2387256959750916,4630.604035678342,73947.47170100175,97842.39596432167,102473.0,0.9548114719420888,7,7,7,7,7,7,7,7,8,8,8,8,8,8,9,9,9,9,9,9,9,9,9,9,9,9,10,10,10,10,10,10,10,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,12,12,12,12,12,12,12,12,12,12,12,12,12,12,13,13,13,13,14,14,16
7.900000000000006,0.7933137365802887,0.27237311875411147,0.3583529811321033,0.1492237507538623,0.21953151585098715,5061.180514373063,75087.92247014942,97411.81948562694,102473.0,0.9506096189789207,7,7,7,7,7,7,7,8,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,10,10,10,10,10,10,10,10,10,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,12,12,12,12,12,12,12,12,12,12,13,13,13,13,14,14,15
8.000000000000007,0.8016247595789884,0.4084848830732427,0.4336055829218711,0.13405656576443814,0.19532565244165145,5409.448055334993,76388.14137148118,97063.55194466501,102473.0,0.9472109916237937,8,8,8,8,8,8,8,8,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,10,10,10,10,10,10,10,10,10,10,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,12,12,12,12,12,13,13,13,13,13,14,15
8.100000000000007,0.8011388458377203,0.36104155099913815,0.42002752321012,0.13697169655865005,0.20035133219756798,4817.179328912768,75900.80414480765,97655.82067108723,102473.0,0.9529907455728556,7,8,8,8,8,8,8,8,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,10,10,10,10,10,10,10,10,10,10,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,12,12,12,13,13,14,14,14,15,16
8.200000000000006,0.797789485426574,0.32238893028292404,0.405182160600766,0.14328734655991404,0.20974884376314862,4657.859408037618,75264.12343995336,97815.14059196238,102473.0,0.954545495808285,8,8,8,8,8,8,8,8,8,8,8,8,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,10,10,10,10,10,10,10,10,10,10,10,10,10,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,12,12,12,12,12,12,12,13,14,14,14,15,15,16
8.300000000000006,0.7968489277811575,0.32238893028292404,0.3875284242452703,0.14692101462480478,0.21570275402907024,4589.3735753210485,74851.65424082112,97883.62642467895,102473.0,0.9552138263218501,8,8,8,8,8,8,8,8,8,8,8,8,8,8,9,9,9,9,9,9,9,9,9,9,9,9,9,9,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,11,11,11,11,11,11,12,12,12,12,12,12,12,12,12,12,12,12,12,12,13,13,14,14,15,15,16
8.400000000000006,0.7971388389146357,0.32238893028292404,0.3875284242452703,0.1476376657080356,0.21673847115774006,4807.958226935044,75025.2078102511,97665.04177306495,102473.0,0.9530807312469133,8,8,8,8,8,8,8,8,8,8,8,8,8,8,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,10,10,10,10,10,10,10,10,10,10,10,10,10,11,11,11,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,13,13,13,13,13,15,16
8.500000000000007,0.795389677041941,0.32221457539316145,0.379132026007549,0.14841430581272874,0.218017881569985,5242.43269079732,75116.21940878025,97230.56730920268,102473.0,0.9488408391400923,7,8,8,8,8,8,8,8,8,8,8,8,8,8,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,10,10,10,10,10,10,11,11,11,11,11,11,11,11,11,11,11,11,11,12,12,12,12,12,12,12,12,12,12,12,12,12,12,12,13,13,13,13,13,14,14
8.600000000000007,0.7961233313622772,0.32238893028292404,0.3628581479882768,0.14874618504679993,0.22038636933275307,5016.824893755313,75061.32260905889,97456.17510624469,102473.0,0.9510424707605387,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,9,9,9,9,9,9,9,9,9,9,9,9,10,10,10,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,12,12,12,12,12,12,12,12,12,12,12,12,13,14,14,14,15
8.700000000000006,0.7997451225721456,0.32238893028292404,0.3628581479882768,0.14305773674632682,0.21431662920577796,5095.537468064261,75751.34948835697,97377.46253193571,102473.0,0.9502743408696507,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,8,9,9,9,9,9,10,10,10,10,10,10,10,10,10,10,10,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,12,12,12,12,12,13,13,13,14,14,15
8.800000000000008,0.8042745029967951,0.32238893028292404,0.3875284242452703,0.13533134943798308,0.20398423062017557,5339.828726794848,76606.6456004738,97133.17127320517,102473.0,0.947890383546936,8,8,8,8,8,8,8,8,8,8,8,8,8,8,9,9,9,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,12,12,13,13,14,14,15
8.900000000000007,0.8079295192635825,0.4084848830732427,0.4405057331506766,0.12325627306650921,0.1818363729946722,6306.434137529574,77957.24091488871,96166.56586247042,102473.0,0.9384576021241734,8,8,8,8,8,8,8,9,9,9,9,9,9,9,9,9,9,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,12,12,12,12,12,14,14
9.000000000000007,0.8117004237468507,0.446657061020355,0.4735032012756305,0.1156269997219812,0.16915541871571346,7080.438876922228,79088.05804725448,95392.56112307779,102473.0,0.9309043467359966,8,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,12,12,12,12,12,12,13
9.100000000000007,0.8126137972212444,0.4481856425545815,0.47877168436952156,0.11403013652829874,0.16715509550062319,5896.365121369083,78376.40379910794,96576.63487863091,102473.0,0.9424593295661385,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,12,12,13,13,13,14,15
9.200000000000006,0.8089121744707536,0.4481856425545815,0.47877168436952156,0.11808973322099758,0.17086651846083545,6537.055327113591,78275.54888351755,95935.9446728864,102473.0,0.9362070464696691,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,11,11,11,11,11,11,11,11,11,11,12,12,12,12,12,12,12,12,12,12,12,13,14,14
9.300000000000008,0.80564492750086,0.4481856425545815,0.47877168436952156,0.12165327501209289,0.1746249088197644,6433.224352916678,77837.39247678294,96039.77564708331,102473.0,0.9372202984891953,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,11,11,11,11,11,12,12,12,12,12,12,12,12,12,12,13,13,13,13,14,14
9.400000000000007,0.8077635212055309,0.4481856425545815,0.47877168436952156,0.12071585545211128,0.1743340901060208,6162.779757835198,77787.25398795617,96310.22024216481,102473.0,0.9398594775420336,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,12,12,12,12,13,13,13,13,13,13,14
9.500000000000007,0.808509439543914,0.4481856425545815,0.47877168436952156,0.12105094891620816,0.17550241878161524,6314.678106553784,77980.58279109478,96158.3218934462,102473.0,0.9383771519663346,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,10,10,10,10,10,10,10,10,10,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,12,13,13,13,13,13,13
9.600000000000009,0.8058655507276798,0.4481856425545815,0.47877168436952156,0.12049369150712552,0.17391165737453954,7302.774186657075,78520.5814117638,95170.22581334293,102473.0,0.9287346502331632,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,10,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,12,13,13,13
9.700000000000008,0.8064502387127079,0.4481856425545815,0.476547460056087,0.11902466475189621,0.17168055078562658,8239.454710509244,79354.63790836581,94233.54528949076,102473.0,0.9195938958505242,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,9,10,10,10,10,10,10,10,10,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,12,12
9.800000000000008,0.8076475189123503,0.44651479330912663,0.5113300841067435,0.11526170920813494,0.1650931019869161,8480.936845901337,79663.12310649859,93992.06315409867,102473.0,0.9172373518302251,8,8,8,9,9,9,9,9,9,9,9,9,9,9,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,12
9.900000000000007,0.8151751387260774,0.5312495689084592,0.5609390490568522,0.10130999409522201,0.14482812067158074,8775.800580810099,81091.12156669094,93697.1994191899,102473.0,0.9143598744956223,9,9,9,9,9,9,9,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,11,12
10.000000000000007,0.81413809378208,0.5312495689084592,0.5821711443660381,0.09482423393197092,0.13502169240796746,9127.088715300657,81781.01860973697,93345.91128469935,102473.0,0.9109317701706727,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,10,11,11,12,12,12,12,12,12,12,12,12,12
1 k_min effectiveness min_eff bottom10_eff gini_eff std_eff unmet waste total_served total_demand serve_ratio visits_01 visits_02 visits_03 visits_04 visits_05 visits_06 visits_07 visits_08 visits_09 visits_10 visits_11 visits_12 visits_13 visits_14 visits_15 visits_16 visits_17 visits_18 visits_19 visits_20 visits_21 visits_22 visits_23 visits_24 visits_25 visits_26 visits_27 visits_28 visits_29 visits_30 visits_31 visits_32 visits_33 visits_34 visits_35 visits_36 visits_37 visits_38 visits_39 visits_40 visits_41 visits_42 visits_43 visits_44 visits_45 visits_46 visits_47 visits_48 visits_49 visits_50 visits_51 visits_52 visits_53 visits_54 visits_55 visits_56 visits_57 visits_58 visits_59 visits_60 visits_61 visits_62 visits_63 visits_64 visits_65 visits_66 visits_67 visits_68 visits_69 visits_70
2 1.0 0.6341145571330261 0.0 0.0 0.3576469174594097 0.44121099409856696 7211.9349775511755 52958.89819394406 95261.06502244883 102473.0 0.9296211199286528 1 1 2 2 3 3 3 3 3 3 3 3 3 3 4 4 4 5 5 5 5 5 5 6 6 6 7 8 8 9 9 10 10 10 11 11 11 12 12 12 12 12 12 13 13 13 14 14 14 14 14 14 14 15 15 15 15 15 15 16 16 16 16 20 20 21 21 23 25 29
3 1.1 0.631881646766723 0.0 0.0 0.3595928073033041 0.44071458493703186 7339.685342065542 52748.84063760984 95133.31465793446 102473.0 0.9283744465169798 1 1 2 2 3 3 3 3 3 3 3 3 3 3 4 4 4 5 5 5 5 5 5 6 6 6 7 8 8 9 9 9 10 10 10 11 11 11 12 12 12 12 12 13 13 13 14 14 14 14 14 14 14 14 15 15 15 15 15 16 16 16 16 20 21 21 22 24 26 29
4 1.2000000000000002 0.6287203388568261 0.0 0.0 0.36192497743028307 0.4401312771373341 7408.3988763206435 52820.73192590341 95064.60112367936 102473.0 0.9277038939396657 2 2 2 2 3 3 3 3 3 3 3 3 3 3 4 4 4 4 5 5 5 5 5 6 6 6 7 7 8 9 9 9 10 10 10 11 11 11 12 12 12 12 12 12 13 13 13 13 14 14 14 14 14 14 14 15 16 16 16 16 17 17 17 20 20 21 21 23 26 30
5 1.3000000000000003 0.625341285955271 0.0 0.0 0.36601171772562924 0.44375909970982375 7550.927051345476 52494.00979479516 94922.07294865453 102473.0 0.92631300877943 1 2 2 2 3 3 3 3 3 3 3 3 3 3 4 4 4 4 4 5 5 5 5 5 6 6 7 7 8 9 9 9 10 10 10 11 11 11 12 12 12 12 12 12 13 13 13 13 13 15 15 15 15 15 15 16 16 16 16 16 16 17 17 20 20 21 21 23 25 29
6 1.4000000000000004 0.6265696005707148 0.0 0.0 0.3654665646918591 0.4447023695438366 7501.118967467812 52848.239886346324 94971.88103253218 102473.0 0.9267990693405305 2 2 2 2 3 3 3 3 3 3 3 3 3 3 4 4 4 4 4 5 5 5 5 5 6 6 7 7 8 9 9 9 10 10 10 11 11 11 11 11 12 12 13 13 13 14 14 14 14 15 15 15 15 15 15 15 15 15 16 16 16 16 16 20 20 21 21 23 25 29
7 1.5000000000000004 0.6273784849051388 0.0 0.0 0.365603962742173 0.4457907186128677 7548.454665638993 52647.80885347686 94924.54533436101 102473.0 0.9263371359710462 1 2 2 2 3 3 3 3 3 3 3 3 3 3 3 4 4 4 4 5 5 5 5 5 6 6 7 7 8 8 9 9 10 10 10 11 12 12 12 12 12 13 13 13 13 14 14 14 14 15 15 15 15 15 15 15 15 15 15 16 16 16 16 20 20 21 21 23 25 28
8 1.6000000000000005 0.6351745888908343 0.0 0.0 0.3583174145196568 0.44765752532432257 7157.600450378414 52929.82720279829 95315.39954962158 102473.0 0.9301513525477109 1 2 2 2 3 3 3 3 3 3 3 3 3 3 3 3 4 4 4 5 5 5 5 5 6 6 7 7 9 9 10 10 11 11 11 11 12 12 12 12 12 12 13 13 13 13 14 14 14 15 15 15 15 15 15 15 15 15 15 16 16 16 16 19 20 20 21 22 24 28
9 1.7000000000000006 0.6456242859884709 0.0 0.0 0.3471226552522928 0.43861774016419797 6818.575651507843 53696.13656158148 95654.42434849216 102473.0 0.9334597830500928 2 2 2 2 3 3 3 3 3 3 3 3 3 3 3 3 4 4 4 5 5 6 6 6 7 7 8 8 9 9 9 10 10 11 11 11 12 12 12 12 12 12 12 13 13 13 14 14 14 14 14 14 14 15 15 15 15 15 15 16 16 16 16 19 19 20 20 22 24 29
10 1.8000000000000007 0.6497067453511609 0.0 0.0 0.3429817305473586 0.4366951731325637 6634.194990693854 54326.7753900214 95838.80500930613 102473.0 0.9352590927298521 1 1 2 2 3 3 3 3 3 3 3 3 3 3 4 4 5 5 5 6 6 6 6 6 6 7 8 8 9 9 9 10 10 11 11 11 12 12 12 12 12 12 12 13 13 13 14 14 14 14 14 14 14 14 15 15 15 15 15 15 16 16 16 19 19 20 20 22 24 27
11 1.9000000000000008 0.6479086942180893 0.0 1.8874178475584306e-06 0.3439427977054208 0.43422510675539777 6625.760124161231 55179.116128219976 95847.23987583877 102473.0 0.9353414057931237 1 2 2 2 2 3 3 4 4 4 4 4 4 4 4 4 5 5 5 5 6 6 6 6 6 7 8 8 8 9 9 10 10 11 11 11 11 12 12 12 12 12 12 13 13 13 13 13 14 14 14 14 14 14 14 15 15 15 15 15 15 16 16 19 19 20 20 22 24 27
12 2.000000000000001 0.6450114362988062 0.0 7.002540308021955e-07 0.3443258020190607 0.4293116930939743 6544.538620188119 56364.45571260375 95928.46137981188 102473.0 0.9361340194959832 3 3 3 3 3 4 4 4 4 4 4 4 4 4 4 4 5 5 5 5 5 6 6 6 6 7 8 8 8 9 9 10 10 10 11 11 11 11 12 12 12 12 12 12 13 13 13 13 13 14 14 14 14 14 14 14 15 15 15 15 15 15 15 19 19 19 20 22 24 28
13 2.100000000000001 0.6436543540132394 0.0 7.002540308021955e-07 0.3449664909747885 0.42836930389058037 6566.428277419522 56177.68784796532 95906.5717225805 102473.0 0.93592040559543 3 3 3 3 3 4 4 4 4 4 4 4 4 4 4 4 5 5 5 5 5 6 6 6 6 7 7 8 8 9 9 10 10 10 10 11 11 11 12 12 12 12 12 12 13 13 13 13 13 14 14 14 14 14 14 14 14 14 15 15 15 15 15 19 20 20 20 23 25 28
14 2.200000000000001 0.640615443074095 0.0 0.0 0.34729636140039655 0.42745500295385896 6767.5375026086895 55856.20958482915 95705.46249739132 102473.0 0.9339578474075251 3 3 3 3 3 3 4 4 4 4 4 4 4 4 4 4 5 5 5 5 5 6 6 6 6 7 7 8 8 9 9 9 10 10 10 11 11 11 11 11 12 12 12 12 12 13 13 13 13 14 14 14 14 14 14 14 15 15 15 16 16 16 16 19 19 20 20 23 25 28
15 2.300000000000001 0.6391013329876792 0.0 1.0242202730648707e-06 0.34867294623408696 0.4271995249335246 6905.077160433514 55592.77065358443 95567.92283956648 102473.0 0.9326156435311398 3 3 3 3 3 3 3 3 4 4 4 4 4 4 4 4 5 5 5 5 5 6 6 6 6 7 7 8 8 9 9 9 10 10 10 11 11 11 11 11 11 12 12 12 12 12 13 13 13 15 15 15 15 15 15 15 15 15 15 16 16 16 16 19 19 20 20 22 24 27
16 2.4000000000000012 0.639803650595918 0.0 1.0242202730648707e-06 0.3487515336799809 0.42802622039076316 6932.664095262117 55715.21451516906 95540.33590473789 102473.0 0.9323464317892313 3 3 3 3 3 3 3 3 4 4 4 4 4 4 4 4 5 5 5 5 5 6 6 6 6 7 7 8 8 9 9 9 10 10 10 10 11 11 11 11 11 11 13 13 13 13 14 14 14 14 14 14 14 15 15 15 15 15 15 15 16 16 16 19 19 20 20 22 23 28
17 2.5000000000000013 0.6442489623054904 0.0 1.0242202730648707e-06 0.34570884327343787 0.43035880554927297 6662.5040375645995 56116.90784451566 95810.4959624354 102473.0 0.9349828341361666 3 3 3 3 3 3 3 3 4 4 4 4 4 4 4 4 5 5 5 5 5 6 6 6 6 7 7 8 8 9 9 9 10 10 10 11 12 12 12 12 12 12 12 13 13 13 14 14 14 14 14 14 14 14 15 15 15 15 15 15 15 16 16 19 19 19 20 21 23 26
18 2.6000000000000014 0.6491835835297891 0.0 1.0242202730648707e-06 0.34181447890974836 0.4336409043163825 6371.990180915909 56296.556302436664 96101.00981908411 102473.0 0.9378178624523934 3 3 3 3 3 3 3 3 4 4 4 4 4 4 4 4 5 5 5 5 5 6 6 6 6 6 7 7 9 10 10 10 11 11 11 11 12 12 12 12 12 12 12 13 13 13 13 14 14 14 14 14 14 14 14 15 15 15 15 15 15 15 15 18 19 19 19 21 23 27
19 2.7000000000000015 0.6609465817980453 0.0 0.0 0.3299006772092712 0.42627196745848805 6040.884555252093 56870.683649712824 96432.11544474789 102473.0 0.9410490123715309 3 3 3 3 3 3 3 3 4 4 4 4 4 4 4 4 4 5 5 5 5 7 7 7 7 7 8 8 9 9 10 10 11 11 11 11 12 12 12 12 12 12 12 13 13 13 13 13 14 14 14 14 14 14 14 14 14 14 15 15 15 15 15 18 18 19 19 21 23 27
20 2.8000000000000016 0.6602502925666722 0.0 8.213844609905636e-07 0.3286933930973204 0.4213906998087764 6045.176219552856 57330.752973745075 96427.82378044716 102473.0 0.9410071314438648 3 3 3 3 3 3 3 3 4 4 4 4 4 4 5 5 5 6 6 6 6 6 6 7 7 7 8 8 9 9 9 10 10 11 11 11 11 12 12 12 12 12 12 12 13 13 13 13 13 14 14 14 14 14 14 14 14 14 14 15 15 15 15 18 18 19 20 22 23 26
21 2.9000000000000017 0.6659411249444852 0.0 1.4980286066269457e-06 0.3218974442032083 0.4160195392945425 5830.436156881196 58487.43375616116 96642.5638431188 102473.0 0.94310270845119 2 3 3 3 3 3 3 4 5 5 5 5 5 5 5 5 5 6 6 6 6 6 6 7 7 7 8 8 9 9 9 10 10 11 11 11 11 11 12 12 12 12 12 12 13 13 13 13 13 14 14 14 14 14 14 14 14 14 14 15 15 15 15 18 18 19 19 20 22 25
22 3.0000000000000018 0.6641011063606157 0.0 1.1993630141609899e-05 0.3226762381404542 0.41435101002065494 5873.787918096625 58968.950172073186 96599.21208190337 102473.0 0.9426796530003354 3 3 3 3 3 4 4 4 5 5 5 5 5 5 5 5 5 6 6 6 6 6 6 7 7 7 8 8 9 9 9 10 10 10 11 11 11 11 12 12 12 12 12 12 12 13 13 13 13 14 14 14 14 14 14 14 14 14 14 15 15 15 15 18 18 18 19 20 22 25
23 3.100000000000002 0.666831364628495 0.0 0.0022015391055339633 0.31803630855430987 0.40906228346688567 5784.401522965496 59577.74465380383 96688.59847703451 102473.0 0.9435519451663805 4 4 4 4 4 4 4 4 5 5 5 5 5 5 5 5 5 6 6 6 6 6 6 7 7 7 8 8 9 9 9 10 10 10 10 11 11 11 11 11 12 12 12 12 12 12 13 13 13 13 13 13 13 14 14 14 14 14 14 14 14 15 15 18 19 19 19 21 23 26
24 3.200000000000002 0.6633233953109756 0.0 0.0022015391055339633 0.3210069673734737 0.40855905164027995 5987.992435432583 59569.10873999842 96485.00756456742 102473.0 0.9415651690159107 4 4 4 4 4 4 4 4 5 5 5 5 5 5 5 5 5 6 6 6 6 6 6 7 7 7 8 8 8 9 9 10 10 10 10 11 11 11 11 11 11 12 12 12 12 12 13 13 13 13 13 13 13 13 14 14 15 15 15 15 15 15 16 18 18 19 19 21 22 25
25 3.300000000000002 0.6580043587555976 0.0 0.0022015391055339633 0.32589677061691713 0.409633968091643 6278.195307786394 59339.38960666879 96194.8046922136 102473.0 0.9387331754922136 4 4 4 4 4 4 4 4 5 5 5 5 5 5 5 5 5 6 6 6 6 6 6 6 7 7 8 8 8 9 9 9 10 10 10 11 11 11 11 11 11 11 11 12 12 12 13 13 13 14 14 14 14 14 14 15 15 15 15 15 15 15 15 18 18 19 19 20 22 25
26 3.400000000000002 0.6606938285246241 0.0 0.001543791230764743 0.32478442980717737 0.41165702632438744 6189.2452730002815 59365.09125233717 96283.7547269997 102473.0 0.9396012093624633 3 4 4 4 4 4 4 4 5 5 5 5 5 5 5 5 5 6 6 6 6 6 6 6 7 7 8 8 8 9 9 9 10 10 10 10 11 11 11 11 11 11 12 13 13 13 13 13 14 14 14 14 14 14 14 14 14 14 15 15 15 15 15 18 18 19 19 20 22 25
27 3.500000000000002 0.6612908675572927 0.0 0.0008337677151051152 0.326606218887306 0.41781552058996624 5985.129478415322 59321.46864709561 96487.87052158467 102473.0 0.9415931076633325 3 3 3 4 4 4 4 4 5 5 5 5 5 5 5 5 5 6 6 6 6 6 6 6 7 7 8 8 8 9 9 9 10 10 10 11 12 12 12 12 12 12 12 13 13 13 13 13 13 14 14 14 14 14 14 14 14 14 14 15 15 15 15 18 18 18 18 20 22 24
28 3.6000000000000023 0.6669437575805018 0.0 1.168490953085006e-06 0.321586248093926 0.41856406474471325 5699.352658819076 59135.943229198914 96773.64734118093 102473.0 0.9443819088070119 3 3 3 3 3 3 4 4 5 5 5 5 5 5 5 5 5 6 6 6 6 6 6 6 7 7 7 8 9 10 10 10 11 11 11 11 12 12 12 12 12 12 12 12 13 13 13 13 13 14 14 14 14 14 14 14 14 14 14 15 15 15 15 17 18 18 18 20 21 24
29 3.7000000000000024 0.6744779015099097 0.0 6.590543711507239e-06 0.3140246957764117 0.41321255649937455 5526.486590266524 59580.772071120875 96946.51340973348 102473.0 0.9460688514021595 3 3 3 3 3 4 4 4 4 4 5 5 5 5 5 5 5 6 6 6 6 7 7 7 7 8 8 9 9 10 10 10 11 11 11 11 11 12 12 12 12 12 12 12 12 13 13 13 13 14 14 14 14 14 14 14 14 14 14 14 15 15 15 17 17 18 18 19 21 24
30 3.8000000000000025 0.681615495969978 0.0 0.0009221158077961178 0.3042263516502324 0.40348061080459563 5250.8764999393425 60913.85863351621 97222.12350006065 102473.0 0.9487584388088633 3 3 4 4 4 4 4 4 4 4 5 5 5 5 6 6 6 6 7 7 7 7 7 7 7 8 8 9 9 10 10 10 10 11 11 11 11 11 12 12 12 12 12 12 12 13 13 13 13 13 13 13 13 14 14 14 14 14 14 14 14 14 15 17 17 18 18 19 21 23
31 3.9000000000000026 0.6853821766169409 3.30497610019623e-05 0.007932827219986203 0.2978931315589526 0.39680727593432125 5201.559752708698 61685.64913686827 97271.44024729129 102473.0 0.9492397045786821 4 4 4 4 4 4 4 5 5 5 5 5 6 6 6 6 6 6 6 7 7 7 7 7 7 8 8 9 9 9 10 10 10 10 11 11 11 11 11 11 12 12 12 12 12 12 13 13 13 13 13 13 13 13 13 14 14 14 14 14 14 14 14 17 17 17 18 20 22 24
32 4.000000000000003 0.6914569650779431 0.014477187193806694 0.03640711330564476 0.2871798658562652 0.38334001402625417 5216.457200703124 62823.33648114507 97256.54279929689 102473.0 0.949094325327617 5 5 5 5 5 5 5 5 5 5 5 5 6 6 6 6 6 6 6 7 7 7 7 7 7 8 8 8 9 9 9 10 10 10 10 11 11 11 11 11 11 12 12 12 12 12 13 13 13 13 13 13 13 13 13 13 13 14 14 14 14 14 14 17 17 17 18 20 21 24
33 4.100000000000003 0.6850659849402758 0.014477187193806694 0.028528765775422103 0.29243472824319183 0.38363786530657673 5424.008527466386 62136.42524042886 97048.99147253361 102473.0 0.9470689008083457 5 5 5 5 5 5 5 5 5 5 5 5 5 5 6 6 6 6 6 7 7 7 7 7 7 8 8 8 9 9 9 10 10 10 10 11 11 11 11 11 11 11 12 12 12 12 12 12 13 13 13 13 13 13 13 13 13 13 13 14 14 14 14 17 18 19 19 21 22 25
34 4.200000000000003 0.6840718619194874 0.014477187193806694 0.028528765775422103 0.2928382753350951 0.38295853367504773 5472.7249288252415 62248.03595051339 97000.27507117476 102473.0 0.9465934936146572 5 5 5 5 5 5 5 5 5 5 5 5 5 5 6 6 6 6 6 7 7 7 7 7 7 8 8 8 9 9 9 10 10 10 10 11 11 11 11 11 11 11 11 12 12 12 12 12 12 13 13 13 13 13 13 13 14 14 14 15 15 15 15 17 17 18 18 20 22 24
35 4.3000000000000025 0.6805992192285779 0.014477187193806694 0.028528765775422103 0.29719282140069625 0.3866556104078709 5586.201159642076 62187.08559152845 96886.79884035794 102473.0 0.9454861167366813 5 5 5 5 5 5 5 5 5 5 5 5 5 5 6 6 6 6 6 6 7 7 7 7 7 7 8 8 9 9 9 10 10 10 10 10 11 11 11 11 11 11 11 12 12 12 12 12 12 14 14 14 14 14 14 14 14 14 14 14 15 15 15 17 17 18 18 19 21 23
36 4.400000000000003 0.6800617457783857 0.004505100763259419 0.01878612938068374 0.2996197566089933 0.38989880230343654 5604.944076419209 62119.597750029025 96868.05592358077 102473.0 0.945303210831934 4 5 5 5 5 5 5 5 5 5 5 5 5 5 6 6 6 6 6 6 6 7 7 7 7 7 8 8 9 9 9 9 10 10 10 10 11 11 11 11 11 11 12 12 13 13 13 13 13 14 14 14 14 14 14 14 14 14 14 14 14 15 15 17 17 17 18 19 20 23
37 4.5000000000000036 0.6816629209607336 0.014477187193806694 0.028528765775422103 0.29773214235069423 0.3892791887269054 5515.7331481710935 62288.54317165098 96957.2668518289 102473.0 0.9461737906748987 5 5 5 5 5 5 5 5 5 5 5 5 5 5 6 6 6 6 6 6 6 7 7 7 7 7 8 8 8 9 9 9 10 10 10 11 12 12 12 12 12 12 12 12 12 13 13 13 13 13 13 13 13 13 14 14 14 14 14 14 14 14 14 17 17 17 17 20 21 23
38 4.600000000000003 0.6884613577815473 0.014477187193806694 0.028528765775422103 0.2923334832928999 0.390155234231087 5156.478753919141 62635.828814680026 97316.52124608084 102473.0 0.9496796350851526 5 5 5 5 5 5 5 5 5 5 5 5 5 5 6 6 6 6 6 6 6 7 7 7 7 7 8 8 9 10 10 10 11 11 11 11 11 11 12 12 12 12 12 12 12 12 13 13 13 13 13 13 13 13 13 14 14 14 14 14 14 14 14 16 17 17 17 18 21 23
39 4.700000000000003 0.6992711654105389 0.014477187193806694 0.028528765775422103 0.28196983142402976 0.38418806613546364 4802.168292736121 63568.508088769966 97670.83170726389 102473.0 0.9531372332932957 5 5 5 5 5 5 5 5 5 5 5 5 5 5 6 6 6 6 6 6 6 8 8 8 8 8 9 9 9 10 10 10 11 11 11 11 11 11 12 12 12 12 12 12 12 12 13 13 13 13 13 13 13 13 13 13 13 13 14 14 14 14 14 16 16 17 17 18 19 22
40 4.800000000000003 0.709343056854343 0.004505100763259419 0.01878612938068374 0.26999421260821377 0.37217760692806867 4543.6102681953325 64352.12773565445 97929.38973180467 102473.0 0.9556604152489404 4 5 5 5 5 5 5 5 5 5 5 5 5 5 7 7 7 7 7 7 7 8 8 8 8 8 9 9 9 10 10 10 10 11 11 11 11 11 11 11 12 12 12 12 12 12 12 13 13 13 13 13 13 13 13 13 13 13 13 14 14 14 14 16 16 17 17 18 19 21
41 4.900000000000004 0.7142827246508412 0.004505100763259419 0.06066984900885367 0.2586130693544262 0.35498388813882364 4692.959527929367 65221.81965025295 97780.04047207063 102473.0 0.9542029653866934 4 5 5 5 5 5 5 6 6 6 6 6 6 6 7 7 7 7 7 7 7 7 8 8 8 8 9 9 9 10 10 10 10 10 11 11 11 11 11 11 11 11 12 12 12 12 12 12 12 13 13 13 13 13 13 13 13 13 13 14 14 14 14 16 16 16 17 18 19 21
42 5.0000000000000036 0.7259868623762766 0.0832493215512994 0.1168799727456342 0.2425715853567605 0.3387195747932674 4622.424440440173 66436.98183372286 97850.57555955982 102473.0 0.9548912938975127 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 7 7 7 7 7 7 7 7 8 8 8 9 9 9 10 10 10 10 10 10 11 11 11 11 11 11 11 11 12 12 12 12 12 12 13 13 13 13 13 13 13 13 13 13 13 13 14 14 16 16 16 16 17 19 21
43 5.100000000000003 0.7208106938879523 0.0832493215512994 0.10980044215747 0.24664381568534255 0.3400097635691426 4820.138880379911 65828.26744186327 97652.86111962008 102473.0 0.9529618642922534 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 7 7 7 7 7 7 7 8 8 8 8 9 9 9 9 10 10 10 10 11 11 11 11 11 11 11 11 12 12 12 12 12 12 13 13 13 13 13 13 13 13 13 13 13 13 13 13 16 17 17 17 18 19 23
44 5.200000000000004 0.7177875697235016 0.0832493215512994 0.10980044215747 0.24784697511274256 0.33855608622079 5025.939462776529 65728.27098137868 97447.06053722346 102473.0 0.950953524706249 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 7 7 7 7 7 7 7 8 8 8 8 9 9 9 9 10 10 10 10 10 11 11 11 11 11 11 11 11 12 12 12 12 12 12 12 12 12 12 13 13 14 14 14 14 14 14 14 16 16 17 17 19 20 22
45 5.300000000000004 0.7142111171952614 0.07348441191132199 0.10000036160779545 0.253045651007741 0.34411011450034157 5108.17103936397 65532.66371302016 97364.82896063602 102473.0 0.9501510540399521 5 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 7 7 7 7 7 7 7 7 8 8 8 9 9 9 9 10 10 10 10 10 11 11 11 11 11 11 11 11 11 12 12 12 12 13 13 13 13 13 13 14 14 14 14 14 14 14 14 16 16 17 17 18 19 21
46 5.400000000000004 0.7203895188484549 0.0832493215512994 0.10980044215747 0.248361620075485 0.34275400450461885 4802.36203119521 65928.34920714199 97670.63796880477 102473.0 0.9531353426639678 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 7 7 7 7 7 7 7 7 8 8 8 8 9 9 9 10 10 10 10 10 11 11 11 11 11 11 12 12 12 12 13 13 13 13 13 13 13 13 13 13 13 13 13 14 14 14 14 16 16 16 16 17 19 22
47 5.5000000000000036 0.7196399650976707 0.07348441191132199 0.10000036160779545 0.251093269657265 0.34736063687163327 4730.956915071836 65933.6442361288 97742.04308492815 102473.0 0.9538321614954979 5 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 7 7 7 7 7 7 7 7 8 8 8 8 9 9 9 9 10 10 10 11 11 11 12 12 12 12 12 12 12 12 13 13 13 13 13 13 13 13 13 13 13 13 13 14 14 14 14 16 16 16 16 17 18 20
48 5.600000000000004 0.7253016151099078 0.07348441191132199 0.10000036160779545 0.24769879669511008 0.35078105496647327 4410.597069975457 66144.82883707383 98062.40293002455 102473.0 0.9569584469082055 5 6 6 6 6 6 6 6 6 6 6 6 6 6 6 6 7 7 7 7 7 7 7 7 7 8 8 8 10 10 10 10 11 11 11 11 11 11 11 11 12 12 12 12 12 12 12 12 13 13 13 13 13 13 13 13 13 13 13 13 14 14 14 15 16 16 16 17 18 20
49 5.700000000000005 0.7299551764183926 0.07348441191132199 0.10014393102439718 0.24204279509450788 0.3427191360387187 4261.257403164137 66715.89227930848 98211.74259683587 102473.0 0.9584158031563034 5 5 6 6 6 6 6 6 6 6 6 6 6 6 6 6 7 7 7 7 7 8 8 8 8 9 9 9 10 10 10 10 11 11 11 11 11 11 11 11 11 12 12 12 12 12 12 12 12 13 13 13 13 13 13 13 13 13 13 13 13 13 13 15 15 16 16 17 18 20
50 5.800000000000004 0.7354459936439799 0.07348441191132199 0.115405341726701 0.2332737695306486 0.3308323044024175 4237.529019990446 67435.4809155012 98235.47098000956 102473.0 0.9586473605731223 5 5 6 6 6 6 6 6 6 6 6 6 6 6 7 7 7 8 8 8 8 8 8 8 8 9 9 9 9 10 10 10 10 11 11 11 11 11 11 11 11 11 11 12 12 12 12 12 12 13 13 13 13 13 13 13 13 13 13 13 13 13 13 15 15 15 16 17 18 19
51 5.900000000000004 0.7509719239050769 0.13821333572534547 0.18812980173499994 0.21291983852227303 0.3073640537928038 4169.825734746329 68968.69980521659 98303.17426525368 102473.0 0.9593080544656024 6 6 6 6 6 6 6 7 7 7 7 7 7 7 7 7 7 8 8 8 8 8 8 8 8 9 9 9 9 10 10 10 10 10 11 11 11 11 11 11 11 11 11 12 12 12 12 12 12 12 12 12 12 12 13 13 13 13 13 13 13 13 13 15 15 15 15 16 17 19
52 6.000000000000004 0.7587084085840446 0.2007652470176261 0.21525234804741264 0.20082531954159233 0.2898905802940388 4218.158380105238 69826.34855626158 98254.84161989475 102473.0 0.9588363922193627 6 6 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 8 8 8 8 8 8 8 8 9 9 9 9 10 10 10 10 10 10 11 11 11 11 11 11 11 11 11 12 12 12 12 12 12 12 12 12 12 12 12 12 13 13 13 13 13 13 15 15 15 15 16 17 19
53 6.100000000000005 0.7507928383441442 0.07348441191132199 0.1950774221901012 0.2087261237351874 0.2977873892863632 4446.823689131523 69062.98332019962 98026.17631086847 102473.0 0.9566049233541368 5 6 6 7 7 7 7 7 7 7 7 7 7 7 7 7 7 8 8 8 8 8 8 8 8 8 9 9 9 10 10 10 10 10 10 11 11 11 11 11 11 11 11 11 11 12 12 12 12 12 12 12 12 12 12 12 12 12 12 13 13 13 13 15 16 16 16 17 18 20
54 6.200000000000005 0.7473720194279226 0.07348441191132199 0.18716560156783743 0.21199997114070013 0.3005726175732655 4517.879768410358 68876.2291231841 97955.12023158965 102473.0 0.9559115106573405 5 6 6 6 7 7 7 7 7 7 7 7 7 7 7 7 7 8 8 8 8 8 8 8 8 8 9 9 9 9 10 10 10 10 10 10 11 11 11 11 11 11 11 11 11 11 12 12 12 12 12 12 12 12 12 12 13 13 13 13 14 14 14 15 15 16 16 17 18 19
55 6.300000000000004 0.7505986121271847 0.07348441191132199 0.19495293674484174 0.20763770208546872 0.2945345169606789 4508.731844980599 69320.56981363284 97964.2681550194 102473.0 0.9560007822062337 5 6 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 8 8 8 8 8 8 8 8 8 9 9 9 9 9 10 10 10 10 10 11 11 11 11 11 11 11 11 11 11 11 11 12 13 13 13 13 13 13 13 13 13 13 13 13 13 13 15 15 15 16 16 17 19
56 6.400000000000005 0.7477915407161522 0.07348441191132199 0.18716560156783743 0.21406499190804396 0.30494802636860674 4391.094640276807 68939.8874611163 98081.9053597232 102473.0 0.9571487646474993 5 6 6 6 7 7 7 7 7 7 7 7 7 7 7 7 7 7 8 8 8 8 8 8 8 8 9 9 9 9 9 10 10 10 10 10 10 10 11 11 11 11 12 12 12 12 12 12 12 13 13 13 13 13 13 13 13 13 13 13 13 13 13 15 15 15 15 16 17 19
57 6.500000000000005 0.7469722291548991 0.07348441191132199 0.17506391629179285 0.21893776255174613 0.31544038385934325 4150.55483928604 68684.61225927786 98322.44516071396 102473.0 0.9594961127391016 5 6 6 6 6 6 7 7 7 7 7 7 7 7 7 7 7 7 7 8 8 8 8 8 8 8 9 9 9 9 9 10 10 10 10 11 11 11 11 11 12 12 12 12 12 12 12 12 12 12 13 13 13 13 13 13 13 13 13 13 13 13 13 15 15 15 15 16 17 18
58 6.600000000000005 0.7558450997480074 0.07348441191132199 0.19495293674484174 0.20748683183566685 0.3020258332143076 4135.267241472138 69439.64473757535 98337.73275852785 102473.0 0.9596452993327789 5 6 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 8 8 8 8 8 8 8 8 9 10 10 10 10 11 11 11 11 11 11 11 11 11 11 11 12 12 12 12 12 12 12 12 12 12 12 12 13 13 13 13 13 13 13 13 14 15 15 15 16 17 18
59 6.700000000000005 0.7631822174952849 0.07348441191132199 0.19495293674484174 0.2012032123470906 0.29742317474619256 3888.3675418251623 70190.35253111576 98584.63245817483 102473.0 0.962054711564752 5 6 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 7 8 9 9 9 9 9 9 10 10 10 10 10 11 11 11 11 11 11 11 11 11 11 11 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 13 13 13 13 13 14 14 15 15 15 16 18
60 6.800000000000005 0.7742788983907305 0.2007652470176261 0.24623570627632324 0.18554563154777326 0.27601139028303695 3841.635680903716 71276.83665952102 98631.36431909628 102473.0 0.9625107522869075 6 6 7 7 7 7 7 7 7 7 7 7 7 7 8 8 8 8 8 8 8 9 9 9 9 9 9 9 10 10 10 10 10 11 11 11 11 11 11 11 11 11 11 11 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 13 13 13 13 14 14 14 14 15 16 17
61 6.900000000000006 0.7768193089816157 0.07348441191132199 0.27769217064895646 0.17777191642901058 0.26126519459817593 3934.5825702802817 72004.61116336135 98538.41742971972 102473.0 0.9616037144391177 5 5 7 7 7 7 7 8 8 8 8 8 8 8 8 8 8 8 8 8 8 9 9 9 9 9 9 9 10 10 10 10 10 10 11 11 11 11 11 11 11 11 11 11 11 11 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 13 13 14 14 14 14 15 16 17
62 7.000000000000005 0.7828676736759198 0.21141698653295748 0.30318262358092885 0.17045584225601118 0.25180980113185436 3959.173440620721 72578.12563516332 98513.82655937927 102473.0 0.961363740296266 6 6 7 7 7 7 8 8 8 8 8 8 8 8 8 8 8 8 8 8 8 9 9 9 9 9 9 9 10 10 10 10 10 10 10 11 11 11 11 11 11 11 11 11 11 11 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 14 14 14 14 15 16 17
63 7.100000000000005 0.7807777178069581 0.21141698653295748 0.32195081552070076 0.16785773461899445 0.24354883233026034 4150.11479768182 72534.41225493529 98322.88520231818 102473.0 0.9595004069590837 6 6 7 8 8 8 8 8 8 8 8 8 8 8 8 8 8 8 8 8 8 8 8 9 9 9 9 9 9 10 10 10 10 10 10 10 11 11 11 11 11 11 11 11 11 11 11 11 11 12 12 12 12 12 12 12 12 12 12 12 12 12 12 14 14 15 15 16 16 18
64 7.2000000000000055 0.775133038015558 0.21141698653295748 0.31567470470006054 0.17154505228418926 0.2459195189823457 4527.50268287182 72315.02421740451 97945.49731712817 102473.0 0.9558176038286005 6 6 7 7 8 8 8 8 8 8 8 8 8 8 8 8 8 8 8 8 8 8 8 9 9 9 9 9 9 10 10 10 10 10 10 10 10 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 12 12 12 12 13 13 13 13 13 13 13 14 14 15 15 15 16 17
65 7.300000000000006 0.775149176109478 0.21141698653295748 0.31567470470006054 0.1723551414769291 0.24751769515832298 4384.579605943557 72256.6828321812 98088.42039405645 102473.0 0.9572123427054585 6 6 7 7 8 8 8 8 8 8 8 8 8 8 8 8 8 8 8 8 8 8 8 8 9 9 9 9 9 10 10 10 10 10 10 10 10 10 11 11 11 11 11 11 11 11 11 11 11 12 12 12 12 12 12 13 13 13 13 13 13 13 13 14 14 14 14 15 16 17
66 7.400000000000006 0.7809967621056142 0.32223829343894156 0.3375250156554298 0.16953488542508377 0.24698740844264155 4253.766638747558 72639.34173296284 98219.23336125245 102473.0 0.958488903040337 7 7 7 7 8 8 8 8 8 8 8 8 8 8 8 8 8 8 8 8 8 8 8 8 9 9 9 9 9 9 10 10 10 10 10 10 10 10 10 10 10 10 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 13 13 13 13 14 14 14 14 15 16 17
67 7.500000000000005 0.7807882492930738 0.3216641490697723 0.33731899225641004 0.17121080778282716 0.25146308336613815 4108.402330564411 72509.7329469793 98364.59766943559 102473.0 0.9599074650828568 7 7 7 7 7 8 8 8 8 8 8 8 8 8 8 8 8 8 8 8 8 8 8 8 8 9 9 9 9 9 9 10 10 10 10 11 11 11 11 11 11 11 11 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 13 13 14 14 14 14 15 15 17
68 7.600000000000006 0.7812780328980804 0.27237311875411147 0.3238652266861477 0.1728985774812395 0.25538139420337513 4105.99895450063 72568.95772318324 98367.00104549939 102473.0 0.9599309188322718 7 7 7 7 7 7 8 8 8 8 8 8 8 8 8 8 8 8 8 8 8 8 8 8 8 9 9 9 10 10 10 10 11 11 11 11 11 11 11 11 11 11 11 11 11 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 13 13 14 14 15 16 17
69 7.700000000000006 0.7840365908187781 0.27237311875411147 0.3046885968094987 0.17005801309799184 0.25328828229302064 4279.983987143974 73130.08782085778 98193.01601285601 102473.0 0.9582330566379047 7 7 7 7 7 7 7 7 8 8 8 8 8 8 8 8 8 8 8 8 8 9 9 9 9 10 10 10 10 10 10 10 11 11 11 11 11 11 11 11 11 11 11 11 11 11 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 13 13 13 14 14 15 16
70 7.800000000000006 0.788193311582141 0.27237311875411147 0.3144838028260904 0.16071153932230753 0.2387256959750916 4630.604035678342 73947.47170100175 97842.39596432167 102473.0 0.9548114719420888 7 7 7 7 7 7 7 7 8 8 8 8 8 8 9 9 9 9 9 9 9 9 9 9 9 9 10 10 10 10 10 10 10 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 12 12 12 12 12 12 12 12 12 12 12 12 12 12 13 13 13 13 14 14 16
71 7.900000000000006 0.7933137365802887 0.27237311875411147 0.3583529811321033 0.1492237507538623 0.21953151585098715 5061.180514373063 75087.92247014942 97411.81948562694 102473.0 0.9506096189789207 7 7 7 7 7 7 7 8 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 10 10 10 10 10 10 10 10 10 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 12 12 12 12 12 12 12 12 12 12 13 13 13 13 14 14 15
72 8.000000000000007 0.8016247595789884 0.4084848830732427 0.4336055829218711 0.13405656576443814 0.19532565244165145 5409.448055334993 76388.14137148118 97063.55194466501 102473.0 0.9472109916237937 8 8 8 8 8 8 8 8 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 10 10 10 10 10 10 10 10 10 10 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 12 12 12 12 12 13 13 13 13 13 14 15
73 8.100000000000007 0.8011388458377203 0.36104155099913815 0.42002752321012 0.13697169655865005 0.20035133219756798 4817.179328912768 75900.80414480765 97655.82067108723 102473.0 0.9529907455728556 7 8 8 8 8 8 8 8 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 10 10 10 10 10 10 10 10 10 10 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 12 12 12 13 13 14 14 14 15 16
74 8.200000000000006 0.797789485426574 0.32238893028292404 0.405182160600766 0.14328734655991404 0.20974884376314862 4657.859408037618 75264.12343995336 97815.14059196238 102473.0 0.954545495808285 8 8 8 8 8 8 8 8 8 8 8 8 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 10 10 10 10 10 10 10 10 10 10 10 10 10 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 12 12 12 12 12 12 12 13 14 14 14 15 15 16
75 8.300000000000006 0.7968489277811575 0.32238893028292404 0.3875284242452703 0.14692101462480478 0.21570275402907024 4589.3735753210485 74851.65424082112 97883.62642467895 102473.0 0.9552138263218501 8 8 8 8 8 8 8 8 8 8 8 8 8 8 9 9 9 9 9 9 9 9 9 9 9 9 9 9 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 11 11 11 11 11 11 12 12 12 12 12 12 12 12 12 12 12 12 12 12 13 13 14 14 15 15 16
76 8.400000000000006 0.7971388389146357 0.32238893028292404 0.3875284242452703 0.1476376657080356 0.21673847115774006 4807.958226935044 75025.2078102511 97665.04177306495 102473.0 0.9530807312469133 8 8 8 8 8 8 8 8 8 8 8 8 8 8 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 10 10 10 10 10 10 10 10 10 10 10 10 10 11 11 11 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 13 13 13 13 13 15 16
77 8.500000000000007 0.795389677041941 0.32221457539316145 0.379132026007549 0.14841430581272874 0.218017881569985 5242.43269079732 75116.21940878025 97230.56730920268 102473.0 0.9488408391400923 7 8 8 8 8 8 8 8 8 8 8 8 8 8 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 10 10 10 10 10 10 11 11 11 11 11 11 11 11 11 11 11 11 11 12 12 12 12 12 12 12 12 12 12 12 12 12 12 12 13 13 13 13 13 14 14
78 8.600000000000007 0.7961233313622772 0.32238893028292404 0.3628581479882768 0.14874618504679993 0.22038636933275307 5016.824893755313 75061.32260905889 97456.17510624469 102473.0 0.9510424707605387 8 8 8 8 8 8 8 8 8 8 8 8 8 8 8 8 9 9 9 9 9 9 9 9 9 9 9 9 10 10 10 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 12 12 12 12 12 12 12 12 12 12 12 12 13 14 14 14 15
79 8.700000000000006 0.7997451225721456 0.32238893028292404 0.3628581479882768 0.14305773674632682 0.21431662920577796 5095.537468064261 75751.34948835697 97377.46253193571 102473.0 0.9502743408696507 8 8 8 8 8 8 8 8 8 8 8 8 8 8 8 8 9 9 9 9 9 10 10 10 10 10 10 10 10 10 10 10 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 12 12 12 12 12 13 13 13 14 14 15
80 8.800000000000008 0.8042745029967951 0.32238893028292404 0.3875284242452703 0.13533134943798308 0.20398423062017557 5339.828726794848 76606.6456004738 97133.17127320517 102473.0 0.947890383546936 8 8 8 8 8 8 8 8 8 8 8 8 8 8 9 9 9 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 12 12 13 13 14 14 15
81 8.900000000000007 0.8079295192635825 0.4084848830732427 0.4405057331506766 0.12325627306650921 0.1818363729946722 6306.434137529574 77957.24091488871 96166.56586247042 102473.0 0.9384576021241734 8 8 8 8 8 8 8 9 9 9 9 9 9 9 9 9 9 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 12 12 12 12 12 14 14
82 9.000000000000007 0.8117004237468507 0.446657061020355 0.4735032012756305 0.1156269997219812 0.16915541871571346 7080.438876922228 79088.05804725448 95392.56112307779 102473.0 0.9309043467359966 8 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 12 12 12 12 12 12 13
83 9.100000000000007 0.8126137972212444 0.4481856425545815 0.47877168436952156 0.11403013652829874 0.16715509550062319 5896.365121369083 78376.40379910794 96576.63487863091 102473.0 0.9424593295661385 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 12 12 13 13 13 14 15
84 9.200000000000006 0.8089121744707536 0.4481856425545815 0.47877168436952156 0.11808973322099758 0.17086651846083545 6537.055327113591 78275.54888351755 95935.9446728864 102473.0 0.9362070464696691 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 11 11 11 11 11 11 11 11 11 11 12 12 12 12 12 12 12 12 12 12 12 13 14 14
85 9.300000000000008 0.80564492750086 0.4481856425545815 0.47877168436952156 0.12165327501209289 0.1746249088197644 6433.224352916678 77837.39247678294 96039.77564708331 102473.0 0.9372202984891953 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 11 11 11 11 11 12 12 12 12 12 12 12 12 12 12 13 13 13 13 14 14
86 9.400000000000007 0.8077635212055309 0.4481856425545815 0.47877168436952156 0.12071585545211128 0.1743340901060208 6162.779757835198 77787.25398795617 96310.22024216481 102473.0 0.9398594775420336 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 12 12 12 12 13 13 13 13 13 13 14
87 9.500000000000007 0.808509439543914 0.4481856425545815 0.47877168436952156 0.12105094891620816 0.17550241878161524 6314.678106553784 77980.58279109478 96158.3218934462 102473.0 0.9383771519663346 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 10 10 10 10 10 10 10 10 10 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 12 13 13 13 13 13 13
88 9.600000000000009 0.8058655507276798 0.4481856425545815 0.47877168436952156 0.12049369150712552 0.17391165737453954 7302.774186657075 78520.5814117638 95170.22581334293 102473.0 0.9287346502331632 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 10 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 12 13 13 13
89 9.700000000000008 0.8064502387127079 0.4481856425545815 0.476547460056087 0.11902466475189621 0.17168055078562658 8239.454710509244 79354.63790836581 94233.54528949076 102473.0 0.9195938958505242 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 9 10 10 10 10 10 10 10 10 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 12 12
90 9.800000000000008 0.8076475189123503 0.44651479330912663 0.5113300841067435 0.11526170920813494 0.1650931019869161 8480.936845901337 79663.12310649859 93992.06315409867 102473.0 0.9172373518302251 8 8 8 9 9 9 9 9 9 9 9 9 9 9 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 12
91 9.900000000000007 0.8151751387260774 0.5312495689084592 0.5609390490568522 0.10130999409522201 0.14482812067158074 8775.800580810099 81091.12156669094 93697.1994191899 102473.0 0.9143598744956223 9 9 9 9 9 9 9 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 11 12
92 10.000000000000007 0.81413809378208 0.5312495689084592 0.5821711443660381 0.09482423393197092 0.13502169240796746 9127.088715300657 81781.01860973697 93345.91128469935 102473.0 0.9109317701706727 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 10 11 11 12 12 12 12 12 12 12 12 12 12

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site_idx,site_name,total_demand
1,MFP Senior - Woodsedge Apartments,172.0
2,MFP Senior - Harry L Apartments,197.0
3,MFP Senior - Cayuga Meadows,233.0
4,MFP Senior - Wells Apartments,235.0
5,MFP Senior - Lincoln Court,260.0
6,MFP Senior - Park Terrace Congregate Apartments,268.0
7,MFP Senior - Ellis Hollow,272.0
8,MFP Senior - Jefferson Village,273.0
9,MFP Senior - Springview Apartments,331.0
10,MFP Senior - Addison Place Apartments,331.0
11,MFP Senior - Conifer Village,338.0
12,MFP Senior - Carpenter Apartments,342.0
13,"MFP Senior - Elizabeth Square, Waverly",348.0
14,MFP Senior - North Shore Towers,350.0
15,MFP Senior - Village Square/Manor,411.0
16,MFP Senior - Long Meadow Senior Housing,417.0
17,MFP Senior - East Hill Senior Living,478.0
18,"MFP Senior - Northern Broome Senior Center, Whitney Point",560.0
19,MFP Senior - Metro Plaza Apartments,563.0
20,MFP Senior - Bragg,602.0
21,MFP Nichols-The Creamery,612.0
22,MFP Senior - Corning Senior Center,675.0
23,MFP Senior - Flannery,679.0
24,MFP Senior - Titus Towers,728.0
25,MFP Senior - Villa Serene,767.0000000000001
26,MFP Senior - Dayspring,849.0
27,MFP Schuyler Outreach,972.0
28,MFP Troupsburg,1041.0
29,MFP Senior - CFS Lakeview,1120.0
30,MFP College Ithaca College,1245.0
31,MFP Lamphear Court,1260.0
32,MFP Bradford,1345.0
33,MFP Danby,1442.0
34,MFP Saint Mary Recreation Center,1483.0
35,MFP College Corning Community College,1506.0
36,MFP College TC3 -College,1569.0
37,MFP Montour Falls-Schuyler County Human Services Complex,1643.0
38,MFP Millport,1660.0
39,MFP Beaver Dams,1707.0
40,MFP Birnie Transportation Services,1707.0
41,MFP Prattsburgh,1734.0
42,MFP First Assembly Of God Church,1752.0
43,MFP Canisteo,1770.0
44,MFP Conklin- Maines Community Center,1838.0
45,MFP Deposit,1879.0
46,MFP Erin,1913.0
47,MFP Lansing,1991.0
48,MFP Salvation Army Ithaca,1993.0
49,MFP Campbell,2022.0
50,MFP Boys and Girls Club,2108.0
51,MFP Woodhull,2112.0
52,MFP Owego VFW,2115.0
53,MFP Tuscarora,2119.0
54,MFP Van Etten,2137.0
55,MFP Wayland,2165.0
56,MFP Reach for Christ Church Freeville,2200.0
57,MFP American Legion - Binghamton,2202.0
58,MFP Windsor,2210.0
59,MFP Whitney Point,2228.0
60,MFP Redeemer Lutheran Church,2306.0
61,MFP Lindley,2329.0
62,MFP Rehoboth Deliverance Ministry,2359.0
63,MFP Colesville,2368.0
64,MFP Richford,2925.0000000000005
65,MFP Rathbone,2959.9999999999995
66,MFP Bath,3074.0
67,MFP The Love Church,3112.0
68,MFP Endwell United Methodist Church,3423.0
69,MFP Avoca,3775.0
70,MFP Waverly,4363.0
1 site_idx site_name total_demand
2 1 MFP Senior - Woodsedge Apartments 172.0
3 2 MFP Senior - Harry L Apartments 197.0
4 3 MFP Senior - Cayuga Meadows 233.0
5 4 MFP Senior - Wells Apartments 235.0
6 5 MFP Senior - Lincoln Court 260.0
7 6 MFP Senior - Park Terrace Congregate Apartments 268.0
8 7 MFP Senior - Ellis Hollow 272.0
9 8 MFP Senior - Jefferson Village 273.0
10 9 MFP Senior - Springview Apartments 331.0
11 10 MFP Senior - Addison Place Apartments 331.0
12 11 MFP Senior - Conifer Village 338.0
13 12 MFP Senior - Carpenter Apartments 342.0
14 13 MFP Senior - Elizabeth Square, Waverly 348.0
15 14 MFP Senior - North Shore Towers 350.0
16 15 MFP Senior - Village Square/Manor 411.0
17 16 MFP Senior - Long Meadow Senior Housing 417.0
18 17 MFP Senior - East Hill Senior Living 478.0
19 18 MFP Senior - Northern Broome Senior Center, Whitney Point 560.0
20 19 MFP Senior - Metro Plaza Apartments 563.0
21 20 MFP Senior - Bragg 602.0
22 21 MFP Nichols-The Creamery 612.0
23 22 MFP Senior - Corning Senior Center 675.0
24 23 MFP Senior - Flannery 679.0
25 24 MFP Senior - Titus Towers 728.0
26 25 MFP Senior - Villa Serene 767.0000000000001
27 26 MFP Senior - Dayspring 849.0
28 27 MFP Schuyler Outreach 972.0
29 28 MFP Troupsburg 1041.0
30 29 MFP Senior - CFS Lakeview 1120.0
31 30 MFP College Ithaca College 1245.0
32 31 MFP Lamphear Court 1260.0
33 32 MFP Bradford 1345.0
34 33 MFP Danby 1442.0
35 34 MFP Saint Mary Recreation Center 1483.0
36 35 MFP College Corning Community College 1506.0
37 36 MFP College TC3 -College 1569.0
38 37 MFP Montour Falls-Schuyler County Human Services Complex 1643.0
39 38 MFP Millport 1660.0
40 39 MFP Beaver Dams 1707.0
41 40 MFP Birnie Transportation Services 1707.0
42 41 MFP Prattsburgh 1734.0
43 42 MFP First Assembly Of God Church 1752.0
44 43 MFP Canisteo 1770.0
45 44 MFP Conklin- Maines Community Center 1838.0
46 45 MFP Deposit 1879.0
47 46 MFP Erin 1913.0
48 47 MFP Lansing 1991.0
49 48 MFP Salvation Army Ithaca 1993.0
50 49 MFP Campbell 2022.0
51 50 MFP Boys and Girls Club 2108.0
52 51 MFP Woodhull 2112.0
53 52 MFP Owego VFW 2115.0
54 53 MFP Tuscarora 2119.0
55 54 MFP Van Etten 2137.0
56 55 MFP Wayland 2165.0
57 56 MFP Reach for Christ Church Freeville 2200.0
58 57 MFP American Legion - Binghamton 2202.0
59 58 MFP Windsor 2210.0
60 59 MFP Whitney Point 2228.0
61 60 MFP Redeemer Lutheran Church 2306.0
62 61 MFP Lindley 2329.0
63 62 MFP Rehoboth Deliverance Ministry 2359.0
64 63 MFP Colesville 2368.0
65 64 MFP Richford 2925.0000000000005
66 65 MFP Rathbone 2959.9999999999995
67 66 MFP Bath 3074.0
68 67 MFP The Love Church 3112.0
69 68 MFP Endwell United Methodist Church 3423.0
70 69 MFP Avoca 3775.0
71 70 MFP Waverly 4363.0