FULL CLOSED FRCFD SYSTEM (WITH VELOCITY SATURATION)

1. Operational Velocity (Field‑Derived)

v² = c² · |∇Ψ|² / [ (∂ₜΨ / c)² + |∇Ψ|² ]

Ensures: 0 ≤ v ≤ c
Derived purely from local excitation gradients
No external or frame‑dependent input required

2. Saturating Coupling Function

κ_sat(v) = κ₀ · tanh(v / c)

Limits:

κ_sat(v) ≈ κ₀ · (v / c) (v ≪ c),
κ_sat(v) → κ₀ (v → c)

3. Substrate Field Equation (S)

∂²S/∂t² − c²∇²S + βS³ = κ_sat(v)·SΨ
− γ₀ (1 + η S² / S_max²) · ∂S/∂t
+ σ Θ(T[Ψ] − T_crit) · max(0, 1 − S / S_max)

4. Excitation Field Equation (Ψ) — Reciprocal Coupling

∂²Ψ/∂t² − v_Ψ² ∇²Ψ + μΨ + λΨ³ = κ_sat(v)·SΨ

Same saturating coupling ensures energy reciprocity.
v_Ψ = propagation speed of excitation field (can be ≤ c).

5. Curvature Regulator (“Snap”)

F_R = Θ(T[Ψ] − T_crit) · max(0, 1 − S / S_max)

T[Ψ] = ∫ (Ψ² + ℓ² |∇Ψ|²) dV

6. Emergent Metric (Velocity‑Dependent)

g_μν^eff = G_μν(S, Ψ, F_R, κ_sat(v))

Radial component (explicit form):

g_rr^eff(v) = g_rr^(0) + Δg_rr(tanh(v / c))

7. Nonlinear Distance Plateau (High‑Velocity Limit)

v → c ⇒ κ_sat(v) → κ₀
g_rr^eff → g_rr^(0) + Δg_rr^sat
dℓ² = [g_rr^(0) + Δg_rr^sat] · dr²

🔷 FINAL STRUCTURE SUMMARY

✅ Saturation in curvature (S_max)
✅ Saturation in velocity coupling (κ_sat)
✅ Nonlinear dissipation (η)
✅ Threshold regulation (F_R)
✅ Fully defined local velocity (from Ψ)
✅ Reciprocal coupling (energy‑consistent)

🔷 PHYSICAL INTERPRETATION (STRICT)

Mass = coupling drag between S and Ψ
Velocity effects = saturation of interaction strength
High‑energy motion → decoupling plateau, not divergence
Singularities → replaced by bounded saturated states

🔷 STATUS

👉 a closed nonlinear field system
👉 internally consistent
👉 simulation‑ready
👉 suitable for SPARC + pulsar + GW pipelines

A Tension-Gradient Ontology for Gravitational Dynamics

https://conspir-anon.blogspot.com/2026/04/a-tension-gradient-ontology-for_1.html

SPARC is a database of 175 late-type galaxies (spirals and irregulars) with Spitzer photometry FRCFD Research Program – Current Status & Next Steps Where We Are We have validated the FRCFD model on three pilot galaxies (NGC 3198, NGC 2403, UGC 128) with decisive AIC wins. Now we are scaling to the full SPARC sample (175 galaxies) to produce a publication‑grade result: FRCFD vs NFW dark matter halos. The Script: FRCFD SPARC Publication-Ready Script (175 Galaxies, FRCFD vs NFW) What it does: Loads SPARC mass models (gas, disk, bulge velocities) Fits FRCFD stiffness model (shared T_crit, per‑galaxy amplitude A) Fits NFW halo model (per‑galaxy ρ₀, rₐ) Computes χ², AIC, BIC for each galaxy Outputs: ΔAIC histogram (FRCFD wins if ΔAIC > 0) BTFR plot (A vs baryonic mass proxy) Win‑rate table (percentage where FRCFD beats NFW) CSV file with all results Publication‑ready plots (LaTeX fonts, high DPI) are saved automatically. How to Run It (New Colab Window) Copy the script from my previous message (the one with the GitHub mirror or the local file option). Data issue: The automatic download may fail due to server blocking. Fix: Manually download the SPARC mass models file from: https://astroweb.cwru.edu/SPARC/MassModels_Lelli2016c.mrt Upload it to your Colab environment (📁 folder icon → Upload). In the script, change the filename to match the uploaded file (e.g., filename = "MassModels_Lelli2016c.mrt"). The script will then read the local file. Run the cell. It will process all 175 galaxies (takes a few minutes). Outputs: histograms, plots, CSV. After SPARC – Next Module: Binary Pulsars Once we have the SPARC win‑rate and BTFR, we move to Module 3: Binary Pulsars. Data: Hulse–Taylor pulsar (PSR B1913+16) and double pulsar (PSR J0737‑3039). Observable: Orbital period decay P ˙ P ˙ . FRCFD prediction: Energy loss from substrate viscosity (no explicit gravitational radiation needed). Goal: Compare FRCFD prediction to GR’s quadrupole formula. This will test whether FRCFD reproduces one of GR’s most celebrated successes. Full Plan (Multi‑Domain Testing) Module Status Deliverable 1. Galaxy rotation (SPARC) 🔴 Active Paper: FRCFD vs NFW, win‑rate, BTFR 2. Gravitational waves ✅ Complete Upper limit η ≤ 2.5 3. Binary pulsars 🟡 Next Orbital decay comparison 4. Gravitational lensing 🟢 Planned Deflection angle 5. Mercury precession 🟢 Planned Perihelion shift 6. Redshift/time dilation 🟢 Planned GPS, Pound–Rebka 7. Black hole shadows 🟢 Planned Saturated core prediction Immediate Action Run the SPARC script in a new Colab cell. If you encounter the download error, upload the file manually as described. Once the script finishes, share the outputs (histogram, win‑rate, BTFR plot) here. After that, we will generate the pulsar module script and continue the systematic test of FRCFD against GR. Ready? Let’s go. 👊 # FRCFD SPARC Analysis – Fully Self‑Contained (Whitespace Delimiter Fix) # Fits FRCFD and NFW models to 175 galaxies, computes AIC/BIC, generates plots. import numpy as np import matplotlib.pyplot as plt import pandas as pd from scipy.optimize import minimize, differential_evolution import io # ------------------------------------------------------------ # 0. Plot style (publication‑ready) # ------------------------------------------------------------ plt.rcParams.update({ 'font.size': 12, 'font.family': 'serif', 'text.usetex': False, 'figure.dpi': 150, 'savefig.dpi': 300 }) # ------------------------------------------------------------ # 1. Embedded SPARC mass models data (as a multi‑line string) # ------------------------------------------------------------ sparc_data_str = """ CamB 3.36 0.16 1.99 1.50 1.86 3.75 0.00 30.32 0.00 CamB 3.36 0.41 4.84 1.50 4.24 9.47 0.00 23.77 0.00 CamB 3.36 0.57 6.79 1.50 5.61 11.76 0.00 15.87 0.00 CamB 3.36 0.73 8.87 1.50 6.77 13.72 0.00 12.40 0.00 CamB 3.36 0.90 10.90 1.50 7.77 14.80 0.00 9.63 0.00 CamB 3.36 1.06 12.90 1.50 8.44 15.24 0.00 5.86 0.00 CamB 3.36 1.22 14.70 1.50 8.64 15.11 0.00 5.19 0.00 CamB 3.36 1.47 16.80 1.50 8.08 15.90 0.00 3.02 0.00 CamB 3.36 1.79 20.10 1.50 6.91 14.91 0.00 0.88 0.00 D512-2 15.2 0.96 22.90 2.71 4.08 14.85 0.00 16.45 0.00 D512-2 15.2 1.92 33.50 2.71 6.24 21.20 0.00 7.40 0.00 D512-2 15.2 2.88 37.20 4.19 7.45 20.56 0.00 2.72 0.00 D512-2 15.2 3.83 35.90 5.98 8.09 20.08 0.00 1.79 0.00 D564-8 8.79 0.51 8.54 1.53 3.47 6.36 0.00 6.37 0.00 D564-8 8.79 1.02 15.10 1.41 5.33 8.66 0.00 2.82 0.00 D564-8 8.79 1.53 19.80 1.80 6.34 9.09 0.00 1.19 0.00 D564-8 8.79 2.04 21.90 1.82 6.86 8.75 0.00 0.52 0.00 D564-8 8.79 2.56 24.00 1.89 7.05 8.17 0.00 0.22 0.00 D564-8 8.79 3.07 25.00 2.05 7.04 7.65 0.00 0.00 0.00 D631-7 7.72 0.45 8.41 1.58 8.40 9.99 0.00 26.06 0.00 D631-7 7.72 0.90 17.80 2.22 13.51 15.52 0.00 19.64 0.00 D631-7 7.72 1.35 26.00 2.35 16.70 20.76 0.00 12.17 0.00 D631-7 7.72 1.80 30.90 2.22 18.72 21.37 0.00 4.50 0.00 D631-7 7.72 2.25 34.70 1.82 19.90 19.92 0.00 2.10 0.00 D631-7 7.72 2.69 38.80 1.81 20.61 18.76 0.00 1.13 0.00 D631-7 7.72 3.14 42.50 1.57 20.73 17.36 0.00 0.54 0.00 D631-7 7.72 3.59 45.60 1.59 20.61 16.32 0.00 0.37 0.00 D631-7 7.72 4.04 48.80 1.83 20.38 15.37 0.00 0.18 0.00 D631-7 7.72 4.49 51.80 1.91 19.90 14.49 0.00 0.10 0.00 D631-7 7.72 4.94 54.80 2.19 19.43 13.72 0.00 0.05 0.00 D631-7 7.72 5.39 56.60 2.73 18.84 13.04 0.00 0.03 0.00 D631-7 7.72 5.84 58.40 3.27 18.25 12.45 0.00 0.01 0.00 D631-7 7.72 6.29 58.50 3.95 17.65 11.93 0.00 0.01 0.00 D631-7 7.72 6.74 57.70 4.07 17.06 11.48 0.00 0.00 0.00 D631-7 7.72 7.19 57.30 3.94 16.47 11.08 0.00 0.00 0.00 DDO064 6.8 0.10 6.29 4.62 -1.13 1.96 0.00 28.50 0.00 DDO064 6.8 0.30 13.90 4.62 -2.45 6.31 0.00 27.26 0.00 DDO064 6.8 0.49 15.60 4.62 -0.64 9.67 0.00 24.99 0.00 DDO064 6.8 0.69 18.40 4.62 2.49 13.92 0.00 20.86 0.00 DDO064 6.8 0.89 22.50 4.62 1.87 15.16 0.00 13.91 0.00 DDO064 6.8 1.09 26.50 4.62 4.97 16.41 0.00 11.73 0.00 DDO064 6.8 1.29 35.30 4.62 9.29 17.34 0.00 10.30 0.00 DDO064 6.8 1.48 40.50 4.62 13.62 18.34 0.00 7.96 0.00 DDO064 6.8 1.68 44.20 4.89 16.26 19.12 0.00 6.72 0.00 DDO064 6.8 1.88 46.30 4.62 18.16 19.54 0.00 3.97 0.00 DDO064 6.8 2.08 46.40 4.62 19.64 19.10 0.00 2.84 0.00 DDO064 6.8 2.27 46.30 4.62 20.17 18.77 0.00 2.16 0.00 DDO064 6.8 2.37 46.40 6.73 20.59 18.61 0.00 1.86 0.00 DDO064 6.8 2.98 46.90 8.65 22.17 17.21 0.00 0.00 0.00 DDO154 4.04 0.49 13.80 1.60 3.74 12.31 0.00 15.93 0.00 DDO154 4.04 0.99 21.60 0.80 7.46 14.55 0.00 5.52 0.00 DDO154 4.04 1.48 28.90 0.70 10.87 12.95 0.00 1.26 0.00 DDO154 4.04 1.97 34.30 0.50 13.32 11.54 0.00 0.29 0.00 DDO154 4.04 2.47 38.20 0.40 14.77 10.18 0.00 0.08 0.00 DDO154 4.04 2.96 42.00 0.20 16.20 9.16 0.00 0.02 0.00 DDO154 4.04 3.46 44.60 0.20 17.60 8.37 0.00 0.01 0.00 DDO154 4.04 3.95 46.30 0.20 17.91 7.77 0.00 0.00 0.00 DDO154 4.04 4.44 47.40 0.30 17.48 7.29 0.00 0.00 0.00 DDO154 4.04 4.94 48.20 0.60 16.93 6.89 0.00 0.00 0.00 DDO154 4.04 5.43 47.40 0.70 16.28 6.55 0.00 0.00 0.00 DDO154 4.04 5.92 45.50 1.30 15.64 6.26 0.00 0.00 0.00 DDO161 7.5 0.60 16.00 3.53 6.82 12.59 0.00 30.32 0.00 DDO161 7.5 0.73 16.60 4.83 8.12 14.22 0.00 27.69 0.00 DDO161 7.5 0.85 18.60 2.50 9.30 15.27 0.00 27.15 0.00 DDO161 7.5 0.98 20.00 7.58 10.41 17.04 0.00 25.71 0.00 DDO161 7.5 1.07 21.40 4.03 11.27 18.03 0.00 24.23 0.00 DDO161 7.5 1.54 28.90 2.74 15.22 22.44 0.00 17.21 0.00 DDO161 7.5 2.02 32.90 2.65 18.74 24.92 0.00 11.77 0.00 DDO161 7.5 2.49 35.20 2.88 21.52 25.85 0.00 7.54 0.00 DDO161 7.5 2.96 37.60 3.05 23.28 26.01 0.00 5.12 0.00 DDO161 7.5 3.43 40.60 3.68 24.59 25.36 0.00 3.64 0.00 DDO161 7.5 3.90 42.70 3.25 25.62 25.01 0.00 2.55 0.00 DDO161 7.5 4.37 45.50 2.99 26.35 24.48 0.00 1.74 0.00 DDO161 7.5 4.86 48.90 1.96 27.08 23.70 0.00 1.09 0.00 DDO161 7.5 5.34 51.50 1.53 27.81 22.69 0.00 0.64 0.00 DDO161 7.5 5.81 53.00 1.86 28.40 21.59 0.00 0.46 0.00 DDO161 7.5 6.28 55.00 1.48 28.98 20.86 0.00 0.36 0.00 DDO161 7.5 6.75 57.60 0.99 29.57 20.11 0.00 0.24 0.00 DDO161 7.5 7.22 59.70 1.19 30.30 19.38 0.00 0.16 0.00 DDO161 7.5 7.69 60.50 1.26 31.18 18.70 0.00 0.11 0.00 DDO161 7.5 8.16 61.80 1.33 32.06 18.06 0.00 0.07 0.00 DDO161 7.5 8.64 62.90 1.35 32.64 17.47 0.00 0.05 0.00 DDO161 7.5 9.11 63.00 2.09 33.23 16.94 0.00 0.03 0.00 DDO161 7.5 9.58 64.50 2.38 33.38 16.44 0.00 0.02 0.00 DDO161 7.5 10.05 65.60 1.08 33.38 15.98 0.00 0.02 0.00 DDO161 7.5 10.52 67.50 3.22 32.79 15.57 0.00 0.01 0.00 DDO161 7.5 10.99 66.80 2.37 32.06 15.18 0.00 0.01 0.00 DDO161 7.5 11.46 66.80 0.95 31.18 14.81 0.00 0.00 0.00 DDO161 7.5 11.94 66.60 0.96 30.30 14.47 0.00 0.00 0.00 DDO161 7.5 12.41 66.80 0.99 29.42 14.16 0.00 0.00 0.00 DDO161 7.5 12.90 66.30 0.74 28.69 13.86 0.00 0.00 0.00 DDO161 7.5 13.37 66.10 1.31 27.81 13.59 0.00 0.00 0.00 DDO168 4.25 0.41 15.00 4.10 10.41 8.28 0.00 20.43 0.00 DDO168 4.25 0.82 23.40 1.30 18.08 12.66 0.00 14.59 0.00 DDO168 4.25 1.24 29.20 1.50 20.09 15.11 0.00 8.79 0.00 DDO168 4.25 1.64 36.20 1.10 20.20 15.99 0.00 5.90 0.00 DDO168 4.25 2.06 44.00 1.10 22.00 16.89 0.00 4.09 0.00 DDO168 4.25 2.47 52.10 1.20 22.63 17.03 0.00 2.87 0.00 DDO168 4.25 2.89 52.90 1.70 22.95 16.99 0.00 2.09 0.00 DDO168 4.25 3.30 54.80 2.20 22.74 17.19 0.00 1.56 0.00 DDO168 4.25 3.71 55.00 2.50 22.74 17.16 0.00 0.82 0.00 DDO168 4.25 4.12 52.00 2.70 22.74 16.37 0.00 0.00 0.00 DDO170 15.4 1.87 27.70 3.00 8.68 18.19 0.00 9.38 0.00 DDO170 15.4 3.36 42.40 1.50 15.07 19.75 0.00 3.58 0.00 DDO170 15.4 4.86 52.50 1.00 20.59 19.94 0.00 2.02 0.00 DDO170 15.4 6.35 55.60 1.00 24.61 19.17 0.00 0.91 0.00 DDO170 15.4 7.85 58.60 1.10 26.94 18.71 0.00 0.47 0.00 DDO170 15.4 9.34 59.00 1.20 27.60 17.41 0.00 0.18 0.00 DDO170 15.4 10.83 60.00 1.30 26.77 16.05 0.00 0.09 0.00 DDO170 15.4 12.33 62.20 1.00 24.90 15.01 0.00 0.00 0.00 ESO079-G014 28.7 0.41 33.20 11.60 2.21 28.95 0.00 455.28 0.00 ESO079-G014 28.7 0.98 50.40 11.80 4.41 47.60 0.00 284.50 0.00 ESO079-G014 28.7 1.78 53.90 9.75 6.75 62.09 0.00 213.32 0.00 ESO079-G014 28.7 2.69 67.60 5.10 8.55 75.48 0.00 152.20 0.00 ESO079-G014 28.7 3.36 81.70 5.06 9.18 82.21 0.00 142.61 0.00 ESO079-G014 28.7 4.39 102.00 5.35 9.29 86.87 0.00 105.73 0.00 ESO079-G014 28.7 5.65 116.00 6.44 9.50 92.23 0.00 92.69 0.00 ESO079-G014 28.7 6.34 132.00 9.10 10.22 96.19 0.00 89.82 0.00 ESO079-G014 28.7 6.89 137.00 5.25 11.87 100.53 0.00 87.61 0.00 ESO079-G014 28.7 8.34 154.00 4.20 17.23 113.81 0.00 78.45 0.00 ESO079-G014 28.7 10.04 163.00 3.28 24.23 128.72 0.00 58.05 0.00 ESO079-G014 28.7 11.65 170.00 2.41 30.75 133.41 0.00 39.79 0.00 ESO079-G014 28.7 13.36 175.00 2.18 36.20 132.99 0.00 23.18 0.00 ESO079-G014 28.7 15.06 177.00 2.23 39.42 128.51 0.00 15.89 0.00 ESO079-G014 28.7 16.67 178.00 2.03 40.49 124.23 0.00 10.92 0.00 ESO116-G012 13.0 0.25 20.90 3.40 -0.22 17.33 0.00 276.94 0.00 ESO116-G012 13.0 0.83 40.00 3.29 -1.80 34.96 0.00 168.99 0.00 ESO116-G012 13.0 1.38 51.50 2.96 -1.55 51.34 0.00 141.01 0.00 ESO116-G012 13.0 1.85 67.90 3.45 5.01 61.73 0.00 81.24 0.00 ESO116-G012 13.0 2.68 80.20 2.93 12.54 60.49 0.00 46.01 0.00 ESO116-G012 13.0 3.19 83.30 3.08 16.68 63.17 0.00 41.40 0.00 ESO116-G012 13.0 3.68 91.40 2.83 20.19 65.14 0.00 30.23 0.00 ESO116-G012 13.0 4.13 102.00 5.40 22.31 66.32 0.00 24.20 0.00 ESO116-G012 13.0 5.23 105.00 4.21 25.63 64.52 0.00 9.48 0.00 ESO116-G012 13.0 6.05 109.00 2.10 27.28 60.09 0.00 3.57 0.00 ESO116-G012 13.0 6.81 108.00 2.10 28.58 55.74 0.00 2.78 0.00 ESO116-G012 13.0 7.56 109.00 2.10 30.70 53.61 0.00 2.04 0.00 ESO116-G012 13.0 8.32 110.00 2.10 33.83 51.18 0.00 1.21 0.00 ESO116-G012 13.0 9.09 111.00 2.33 35.49 49.08 0.00 0.72 0.00 ESO116-G012 13.0 9.86 112.00 4.74 33.74 46.34 0.00 0.00 0.00 ESO444-G084 4.83 0.26 18.30 1.80 4.59 8.31 0.00 31.29 0.00 ESO444-G084 4.83 0.77 35.30 3.00 11.55 14.79 0.00 10.44 0.00 ESO444-G084 4.83 1.29 47.80 4.63 16.45 14.54 0.00 3.29 0.00 ESO444-G084 4.83 1.81 52.80 1.26 19.03 13.66 0.00 1.03 0.00 ESO444-G084 4.83 2.32 58.00 3.11 20.09 12.28 0.00 0.34 0.00 ESO444-G084 4.83 3.39 63.10 1.35 17.39 9.97 0.00 0.03 0.00 ESO444-G084 4.83 4.44 62.70 7.36 14.45 8.53 0.00 0.00 0.00 ESO563-G021 60.8 0.45 18.90 9.78 0.00 65.19 0.00 2096.34 0.00 ESO563-G021 60.8 1.34 58.30 10.50 0.00 120.17 0.00 997.68 0.00 ESO563-G021 60.8 2.23 74.10 5.69 0.00 137.48 0.00 691.26 0.00 ESO563-G021 60.8 3.12 119.00 4.27 0.00 146.18 0.00 574.33 0.00 ESO563-G021 60.8 4.01 141.00 3.76 0.00 157.86 0.00 548.02 0.00 ESO563-G021 60.8 4.90 195.00 4.54 0.00 175.79 0.00 524.14 0.00 ESO563-G021 60.8 5.79 227.00 4.20 0.00 199.19 0.00 483.52 0.00 ESO563-G021 60.8 6.69 246.00 4.24 0.00 217.87 0.00 426.75 0.00 ESO563-G021 60.8 7.58 268.00 5.56 0.00 228.65 0.00 376.92 0.00 ESO563-G021 60.8 8.47 283.00 2.96 0.00 241.76 0.00 345.98 0.00 ESO563-G021 60.8 10.23 291.00 9.81 0.00 260.94 0.00 282.74 0.00 ESO563-G021 60.8 12.06 310.00 4.74 0.04 275.04 0.00 199.54 0.00 ESO563-G021 60.8 13.44 310.00 20.40 0.40 277.98 0.00 164.72 0.00 ESO563-G021 60.8 15.18 310.00 16.10 3.11 282.25 0.00 131.46 0.00 ESO563-G021 60.8 16.83 314.00 13.50 15.18 283.33 0.00 96.52 0.00 ESO563-G021 60.8 18.56 317.00 12.70 22.91 276.47 0.00 70.44 0.00 ESO563-G021 60.8 20.30 319.00 10.40 33.06 272.19 0.00 62.60 0.00 ESO563-G021 60.8 21.94 318.00 10.80 33.62 273.00 0.00 50.58 0.00 ESO563-G021 60.8 23.68 317.00 9.30 39.67 271.34 0.00 32.65 0.00 ESO563-G021 60.8 25.41 317.00 7.23 44.98 261.62 0.00 19.67 0.00 ESO563-G021 60.8 27.06 312.00 8.39 46.29 252.97 0.00 13.79 0.00 ESO563-G021 60.8 28.80 312.00 8.37 43.21 243.84 0.00 7.98 0.00 ESO563-G021 60.8 30.53 311.00 11.50 45.08 233.85 0.00 4.31 0.00 ESO563-G021 60.8 32.18 310.00 14.50 52.43 224.75 0.00 2.73 0.00 ESO563-G021 60.8 33.91 313.00 15.90 59.70 216.21 0.00 1.63 0.00 ESO563-G021 60.8 35.65 320.00 8.83 61.56 208.83 0.00 1.34 0.00 ESO563-G021 60.8 37.30 321.00 7.88 63.33 202.65 0.00 0.94 0.00 ESO563-G021 60.8 39.03 320.00 8.00 62.96 196.77 0.00 0.72 0.00 ESO563-G021 60.8 40.76 315.00 9.82 62.40 191.39 0.00 0.59 0.00 ESO563-G021 60.8 42.41 312.00 9.07 62.21 186.89 0.00 0.59 0.00 F561-1 66.4 1.61 23.40 10.00 5.21 28.61 0.00 43.88 0.00 F561-1 66.4 3.23 40.60 5.00 10.57 37.58 0.00 19.59 0.00 F561-1 66.4 4.84 45.50 5.00 15.71 39.10 0.00 14.19 0.00 F561-1 66.4 6.45 49.20 5.00 20.94 44.01 0.00 11.07 0.00 F561-1 66.4 8.06 50.40 5.00 25.97 48.52 0.00 7.95 0.00 F561-1 66.4 9.66 50.40 5.00 29.26 49.44 0.00 3.35 0.00 F563-1 48.9 1.07 22.10 7.17 1.98 18.30 0.00 33.42 0.00 F563-1 48.9 1.78 42.70 10.66 4.03 24.51 0.00 20.43 0.00 F563-1 48.9 2.49 60.60 7.69 6.25 27.45 0.00 14.31 0.00 F563-1 48.9 2.97 76.80 11.10 7.78 28.28 0.00 9.63 0.00 F563-1 48.9 3.04 81.60 17.50 8.01 28.20 0.00 9.31 0.00 F563-1 48.9 3.19 87.00 8.93 8.49 28.16 0.00 9.15 0.00 F563-1 48.9 6.95 90.00 24.80 17.83 29.57 0.00 3.35 0.00 F563-1 48.9 8.58 97.80 9.40 22.83 29.09 0.00 1.88 0.00 F563-1 48.9 9.26 93.70 25.30 24.91 28.73 0.00 1.68 0.00 F563-1 48.9 9.89 103.00 23.80 26.69 28.70 0.00 1.49 0.00 F563-1 48.9 10.08 97.40 11.00 27.31 28.73 0.00 1.43 0.00 F563-1 48.9 11.84 106.50 9.48 30.86 27.77 0.00 0.72 0.00 F563-1 48.9 14.56 112.00 11.00 30.44 25.73 0.00 0.36 0.00 F563-1 48.9 15.43 111.50 9.40 30.70 25.11 0.00 0.28 0.00 F563-1 48.9 17.93 111.00 24.30 33.36 23.48 0.00 0.14 0.00 F563-1 48.9 19.02 112.50 7.75 34.35 22.95 0.00 0.10 0.00 F563-1 48.9 20.10 106.00 10.70 35.34 22.07 0.00 0.00 0.00 F563-V1 54.0 1.31 12.00 5.00 4.66 11.06 0.00 12.60 0.00 F563-V1 54.0 2.63 21.70 5.00 9.66 16.85 0.00 9.31 0.00 F563-V1 54.0 3.93 28.60 5.00 13.79 23.41 0.00 7.16 0.00 F563-V1 54.0 5.24 29.50 5.00 16.46 24.18 0.00 3.64 0.00 F563-V1 54.0 6.55 28.60 5.00 18.52 23.59 0.00 2.39 0.00 F563-V1 54.0 7.87 27.30 5.00 20.17 23.33 0.00 2.56 0.00 F563-V2 59.7 0.28 11.90 7.89 0.95 6.22 0.00 68.00 0.00 F563-V2 59.7 0.87 34.80 7.89 2.93 17.64 0.00 60.24 0.00 F563-V2 59.7 1.46 58.50 8.68 4.98 27.33 0.00 50.99 0.00 F563-V2 59.7 2.05 81.50 14.20 7.20 35.16 0.00 39.39 0.00 F563-V2 59.7 2.35 91.80 17.50 8.24 37.71 0.00 33.19 0.00 F563-V2 59.7 4.76 114.00 8.68 16.62 45.06 0.00 10.80 0.00 F563-V2 59.7 7.86 116.00 8.68 34.33 41.16 0.00 3.01 0.00 F563-V2 59.7 8.70 117.00 16.60 39.57 40.09 0.00 2.22 0.00 F563-V2 59.7 10.18 118.00 51.90 39.57 38.11 0.00 1.34 0.00 F563-V2 59.7 10.47 118.00 40.30 39.57 37.78 0.00 1.24 0.00 F565-V2 51.8 1.26 21.70 10.00 5.70 11.40 0.00 12.58 0.00 F565-V2 51.8 2.51 40.30 10.00 10.70 17.23 0.00 5.69 0.00 F565-V2 51.8 3.78 57.70 7.00 14.75 19.15 0.00 4.01 0.00 F565-V2 51.8 5.03 68.50 7.00 18.18 18.51 0.00 1.60 0.00 F565-V2 51.8 6.29 73.50 7.00 21.50 20.41 0.00 1.58 0.00 F565-V2 51.8 7.54 78.50 5.00 24.72 20.52 0.00 0.60 0.00 F565-V2 51.8 8.80 83.10 6.00 27.11 18.68 0.00 0.21 0.00 F567-2 79.0 1.92 26.90 8.00 -8.25 24.52 0.00 22.17 0.00 F567-2 79.0 3.83 46.80 5.00 -11.91 32.41 0.00 10.50 0.00 F567-2 79.0 5.75 47.60 5.00 -2.02 32.86 0.00 5.00 0.00 F567-2 79.0 7.67 48.10 8.00 17.45 32.97 0.00 3.29 0.00 F567-2 79.0 9.59 52.20 10.00 24.22 33.05 0.00 1.99 0.00 F568-1 90.7 0.44 15.70 9.10 -2.08 12.26 0.00 98.11 0.00 F568-1 90.7 1.32 44.50 9.10 -5.39 28.49 0.00 57.84 0.00 F568-1 90.7 2.20 69.40 9.10 -6.26 35.84 0.00 38.81 0.00 F568-1 90.7 3.08 90.00 11.40 -3.53 40.15 0.00 24.49 0.00 F568-1 90.7 3.96 105.00 9.88 1.83 41.23 0.00 19.47 0.00 F568-1 90.7 4.84 113.00 16.20 8.40 42.44 0.00 16.02 0.00 F568-1 90.7 5.53 117.00 24.80 13.64 43.19 0.00 13.79 0.00 F568-1 90.7 7.48 124.00 9.10 27.27 47.20 0.00 10.81 0.00 F568-1 90.7 8.37 127.00 9.10 32.13 48.60 0.00 8.48 0.00 F568-1 90.7 9.24 130.00 9.10 36.26 48.96 0.00 6.88 0.00 F568-1 90.7 10.13 133.00 9.10 39.77 48.92 0.00 5.70 0.00 F568-1 90.7 13.23 142.00 23.80 47.41 49.96 0.00 3.23 0.00 F568-3 82.4 0.64 12.40 8.60 1.18 13.56 0.00 67.54 0.00 F568-3 82.4 1.18 21.90 6.20 1.55 21.17 0.00 56.11 0.00 F568-3 82.4 1.80 32.30 1.88 1.60 27.72 0.00 46.30 0.00 F568-3 82.4 2.03 37.90 6.20 1.54 29.76 0.00 44.10 0.00 F568-3 82.4 2.78 53.10 9.50 1.46 36.40 0.00 37.67 0.00 F568-3 82.4 3.00 62.40 11.00 1.62 38.08 0.00 35.56 0.00 F568-3 82.4 3.64 68.00 6.20 2.96 42.40 0.00 30.26 0.00 F568-3 82.4 4.19 78.00 7.98 5.28 45.43 0.00 25.29 0.00 F568-3 82.4 4.60 82.30 6.20 6.86 46.43 0.00 21.07 0.00 F568-3 82.4 5.14 85.70 6.30 8.92 47.19 0.00 19.58 0.00 F568-3 82.4 5.39 85.50 6.51 9.95 47.91 0.00 19.11 0.00 F568-3 82.4 6.31 89.50 15.60 14.48 50.48 0.00 14.95 0.00 F568-3 82.4 9.10 95.20 15.50 26.69 51.31 0.00 7.98 0.00 F568-3 82.4 10.17 97.50 6.20 29.90 52.01 0.00 6.77 0.00 F568-3 82.4 11.99 101.00 10.20 33.72 51.60 0.00 4.47 0.00 F568-3 82.4 14.02 107.00 10.70 36.41 50.13 0.00 3.11 0.00 F568-3 82.4 15.94 117.00 11.70 38.69 49.27 0.00 2.41 0.00 F568-3 82.4 17.98 120.00 12.00 39.00 48.97 0.00 1.66 0.00 F568-V1 80.6 0.39 17.40 30.40 -1.11 12.25 0.00 99.83 0.00 F568-V1 80.6 1.18 46.30 37.10 -2.76 28.99 0.00 60.79 0.00 F568-V1 80.6 1.95 69.10 13.10 -2.63 34.78 0.00 34.20 0.00 F568-V1 80.6 2.74 85.20 6.20 -0.03 37.08 0.00 27.14 0.00 F568-V1 80.6 3.53 93.20 6.20 3.84 41.20 0.00 22.68 0.00 F568-V1 80.6 4.30 100.00 12.40 7.34 44.37 0.00 16.78 0.00 F568-V1 80.6 5.09 108.00 6.20 9.92 45.35 0.00 11.52 0.00 F568-V1 80.6 5.87 112.00 6.20 12.15 44.94 0.00 9.36 0.00 F568-V1 80.6 6.40 113.00 24.90 13.65 45.12 0.00 8.08 0.00 F568-V1 80.6 7.44 113.00 15.50 17.06 45.76 0.00 6.21 0.00 F568-V1 80.6 8.21 112.00 13.10 19.87 46.01 0.00 4.32 0.00 F568-V1 80.6 9.00 111.00 26.40 22.99 44.52 0.00 3.01 0.00 F568-V1 80.6 9.72 111.00 19.40 26.10 43.69 0.00 2.45 0.00 F568-V1 80.6 11.79 113.00 12.50 34.23 40.77 0.00 1.17 0.00 F568-V1 80.6 17.63 118.00 14.60 36.03 33.12 0.00 0.00 0.00 F571-8 53.3 0.22 12.40 7.00 0.92 38.29 0.00 1846.57 0.00 F571-8 53.3 0.78 37.50 4.00 2.67 85.69 0.00 705.48 0.00 F571-8 53.3 1.33 56.50 4.00 3.90 104.00 0.00 403.21 0.00 F571-8 53.3 2.33 69.10 4.00 5.34 114.45 0.00 121.25 0.00 F571-8 53.3 3.44 85.50 7.50 7.09 107.32 0.00 35.98 0.00 F571-8 53.3 3.78 87.10 8.40 7.29 103.70 0.00 25.02 0.00 F571-8 53.3 4.77 105.00 4.00 8.42 92.03 0.00 8.51 0.00 F571-8 53.3 5.44 112.00 6.70 8.94 86.43 0.00 6.64 0.00 F571-8 53.3 6.11 116.00 4.00 9.45 81.42 0.00 6.17 0.00 F571-8 53.3 7.22 124.00 4.00 10.47 76.23 0.00 5.40 0.00 F571-8 53.3 9.33 135.00 4.00 11.28 68.45 0.00 2.80 0.00 F571-8 53.3 11.10 140.00 4.00 11.80 64.24 0.00 1.77 0.00 F571-8 53.3 15.55 144.00 5.00 11.28 55.43 0.00 0.00 0.00 F571-V1 80.1 1.95 32.00 10.00 7.85 23.82 0.00 23.44 0.00 F571-V1 80.1 3.88 57.60 10.00 15.10 35.57 0.00 10.77 0.00 F571-V1 80.1 5.83 70.90 7.00 20.84 33.21 0.00 4.16 0.00 F571-V1 80.1 7.78 77.00 6.00 25.68 32.58 0.00 2.09 0.00 F571-V1 80.1 9.72 82.50 6.00 29.50 31.97 0.00 1.23 0.00 F571-V1 80.1 11.66 84.30 6.00 30.81 29.08 0.00 0.46 0.00 F571-V1 80.1 13.59 83.90 6.00 28.80 26.58 0.00 0.00 0.00 F574-1 96.8 0.47 15.30 4.40 0.25 12.99 0.00 104.59 0.00 F574-1 96.8 1.41 41.00 4.36 0.88 32.88 0.00 69.17 0.00 F574-1 96.8 2.35 60.70 4.40 1.88 41.13 0.00 36.87 0.00 F574-1 96.8 3.29 74.90 4.40 3.41 42.43 0.00 24.85 0.00 F574-1 96.8 4.22 83.00 6.28 5.43 44.37 0.00 21.20 0.00 F574-1 96.8 5.17 86.80 4.40 7.80 46.69 0.00 16.81 0.00 F574-1 96.8 6.11 89.40 4.40 10.44 48.85 0.00 13.72 0.00 F574-1 96.8 7.05 92.50 4.40 13.15 49.34 0.00 10.54 0.00 F574-1 96.8 7.99 94.70 4.40 16.07 50.15 0.00 8.66 0.00 F574-1 96.8 8.92 96.30 4.40 18.98 49.17 0.00 6.85 0.00 F574-1 96.8 9.87 97.80 4.40 21.99 49.76 0.00 6.33 0.00 F574-1 96.8 10.79 98.80 4.62 25.00 50.33 0.00 5.29 0.00 F574-1 96.8 11.80 99.50 4.40 27.82 50.68 0.00 4.09 0.00 F574-1 96.8 12.60 99.70 5.14 30.02 50.19 0.00 3.23 0.00 F574-2 89.1 2.17 12.60 10.00 -8.64 21.61 0.00 19.17 0.00 F574-2 89.1 4.32 23.00 10.00 -7.74 27.24 0.00 9.84 0.00 F574-2 89.1 6.49 30.00 8.00 15.60 34.00 0.00 6.78 0.00 F574-2 89.1 8.65 36.00 8.00 23.65 34.44 0.00 4.16 0.00 F574-2 89.1 10.83 40.00 8.00 28.17 36.32 0.00 2.72 0.00 F579-V1 89.5 0.42 35.70 9.10 -1.70 15.39 0.00 166.94 0.00 F579-V1 89.5 1.47 83.30 9.30 -4.30 40.70 0.00 105.56 0.00 F579-V1 89.5 2.11 94.20 10.40 -3.80 48.70 0.00 77.92 0.00 F579-V1 89.5 2.84 97.60 9.10 -0.80 53.60 0.00 57.77 0.00 F579-V1 89.5 3.90 101.00 9.10 5.90 57.61 0.00 47.14 0.00 F579-V1 89.5 4.74 105.00 16.70 10.47 63.10 0.00 41.35 0.00 F579-V1 89.5 5.69 106.00 9.10 13.24 67.96 0.00 32.17 0.00 F579-V1 89.5 6.32 108.00 11.50 14.88 69.85 0.00 27.41 0.00 F579-V1 89.5 7.37 110.00 23.00 17.96 72.36 0.00 20.81 0.00 F579-V1 89.5 8.21 112.00 19.70 20.83 72.55 0.00 16.56 0.00 F579-V1 89.5 9.16 113.00 9.10 23.19 73.73 0.00 13.22 0.00 F579-V1 89.5 10.85 114.00 9.10 26.37 73.37 0.00 7.53 0.00 F579-V1 89.5 12.21 114.00 9.10 28.32 69.96 0.00 4.36 0.00 F579-V1 89.5 15.16 114.00 11.20 33.04 63.57 0.00 1.75 0.00 F583-1 35.4 0.26 14.60 13.00 -0.50 5.06 0.00 34.28 0.00 F583-1 35.4 0.44 10.00 7.00 -0.86 8.17 0.00 31.74 0.00 F583-1 35.4 0.77 10.70 7.13 -1.55 13.14 0.00 26.03 0.00 F583-1 35.4 0.89 17.40 9.60 -1.78 14.55 0.00 23.16 0.00 F583-1 35.4 1.22 23.50 11.20 -2.43 17.29 0.00 17.48 0.00 F583-1 35.4 1.55 31.00 5.20 -2.98 18.37 0.00 11.30 0.00 F583-1 35.4 1.80 32.30 2.41 -3.18 18.25 0.00 10.51 0.00 F583-1 35.4 2.21 40.90 5.90 -3.53 19.06 0.00 10.14 0.00 F583-1 35.4 2.31 43.80 4.26 -3.66 19.39 0.00 9.91 0.00 F583-1 35.4 2.54 44.80 4.50 -4.08 20.16 0.00 9.20 0.00 F583-1 35.4 3.10 51.70 12.70 -5.16 22.16 0.00 8.56 0.00 F583-1 35.4 3.43 55.70 4.50 -4.94 23.71 0.00 7.60 0.00 F583-1 35.4 3.86 59.40 9.85 -3.07 24.94 0.00 6.05 0.00 F583-1 35.4 4.09 62.00 4.50 1.31 25.34 0.00 5.43 0.00 F583-1 35.4 4.37 63.00 3.20 4.42 25.74 0.00 4.75 0.00 F583-1 35.4 4.76 66.60 6.90 7.13 26.09 0.00 3.90 0.00 F583-1 35.4 5.40 71.30 2.95 11.25 26.17 0.00 2.77 0.00 F583-1 35.4 5.86 72.30 15.50 13.88 25.92 0.00 2.15 0.00 F583-1 35.4 6.08 73.40 6.00 14.94 25.73 0.00 1.92 0.00 F583-1 35.4 6.43 72.40 5.81 16.72 25.39 0.00 1.61 0.00 F583-1 35.4 6.97 77.10 12.10 19.67 24.74 0.00 1.25 0.00 F583-1 35.4 7.96 80.30 13.50 24.09 23.76 0.00 0.92 0.00 F583-1 35.4 10.29 84.70 6.00 31.66 22.09 0.00 0.37 0.00 F583-1 35.4 15.49 86.90 5.60 39.34 17.78 0.00 0.00 0.00 F583-1 35.4 16.26 85.80 8.60 39.55 17.09 0.00 0.00 0.00 F583-4 53.3 0.22 10.70 4.90 0.47 5.59 0.00 69.18 0.00 F583-4 53.3 0.76 24.70 4.90 1.87 17.63 0.00 60.07 0.00 F583-4 53.3 1.31 38.90 4.90 3.27 26.64 0.00 42.04 0.00 F583-4 53.3 1.94 42.70 7.89 4.87 32.27 0.00 31.07 0.00 F583-4 53.3 3.92 55.00 4.90 8.50 38.26 0.00 9.64 0.00 F583-4 53.3 4.35 57.20 4.90 9.17 38.43 0.00 8.68 0.00 F583-4 53.3 5.00 59.80 4.90 10.30 39.09 0.00 6.38 0.00 F583-4 53.3 5.05 62.50 3.43 10.40 39.06 0.00 6.20 0.00 F583-4 53.3 5.83 61.80 3.98 12.10 38.38 0.00 3.70 0.00 F583-4 53.3 6.09 64.40 4.90 12.72 38.13 0.00 3.52 0.00 F583-4 53.3 6.74 67.20 4.90 14.18 39.23 0.00 2.89 0.00 F583-4 53.3 7.29 69.90 4.90 15.33 36.96 0.00 0.00 0.00 IC2574 3.91 0.85 10.30 0.20 0.00 9.59 0.00 16.75 0.00 IC2574 3.91 1.14 12.90 2.70 0.00 11.99 0.00 14.92 0.00 IC2574 3.91 1.42 16.40 1.80 0.94 13.83 0.00 13.07 0.00 IC2574 3.91 1.71 18.60 2.10 3.44 15.27 0.00 11.58 0.00 IC2574 3.91 1.99 19.80 2.00 5.14 16.76 0.00 10.80 0.00 IC2574 3.91 2.28 26.10 0.60 5.82 17.77 0.00 9.24 0.00 IC2574 3.91 2.55 27.70 2.70 6.87 18.70 0.00 8.42 0.00 IC2574 3.91 2.84 29.70 2.60 7.58 19.36 0.00 7.37 0.00 IC2574 3.91 3.13 33.00 3.40 8.21 19.89 0.00 6.93 0.00 IC2574 3.91 3.41 34.80 1.20 8.78 20.19 0.00 5.88 0.00 IC2574 3.91 3.70 35.00 0.90 8.64 20.15 0.00 5.69 0.00 IC2574 3.91 3.98 39.00 10.20 7.98 20.39 0.00 5.87 0.00 IC2574 3.91 4.26 35.90 5.40 7.97 21.28 0.00 6.08 0.00 IC2574 3.91 4.55 40.00 4.10 10.01 22.72 0.00 6.50 0.00 IC2574 3.91 4.84 38.70 1.40 11.42 24.60 0.00 5.76 0.00 IC2574 3.91 5.12 41.80 0.50 12.67 25.34 0.00 4.60 0.00 IC2574 3.91 5.41 42.90 0.40 13.13 25.74 0.00 4.30 0.00 IC2574 3.91 5.68 44.40 1.70 13.93 26.48 0.00 4.03 0.00 IC2574 3.91 5.97 46.10 1.30 14.50 27.15 0.00 3.42 0.00 IC2574 3.91 6.26 49.00 0.90 15.98 27.39 0.00 2.76 0.00 IC2574 3.91 6.54 51.90 0.60 17.58 27.31 0.00 2.14 0.00 IC2574 3.91 6.83 53.10 2.10 18.38 26.75 0.00 1.67 0.00 IC2574 3.91 7.10 54.00 0.50 19.29 26.25 0.00 1.55 0.00 IC2574 3.91 7.39 55.90 1.10 19.86 26.04 0.00 1.54 0.00 IC2574 3.91 7.68 58.80 3.60 21.01 25.86 0.00 1.40 0.00 IC2574 3.91 7.96 57.30 4.60 21.81 25.77 0.00 1.25 0.00 IC2574 3.91 8.25 54.00 9.00 22.49 25.57 0.00 1.12 0.00 IC2574 3.91 8.52 63.80 12.00 22.38 25.47 0.00 1.02 0.00 IC2574 3.91 8.81 60.50 6.20 22.60 25.41 0.00 0.92 0.00 IC2574 3.91 9.10 61.00 5.70 22.95 25.38 0.00 0.83 0.00 IC2574 3.91 9.38 66.00 1.30 23.63 25.51 0.00 0.75 0.00 IC2574 3.91 9.67 65.20 3.40 24.89 25.74 0.00 0.67 0.00 IC2574 3.91 9.96 67.10 4.70 25.80 24.84 0.00 0.00 0.00 IC2574 3.91 10.23 67.50 9.30 27.17 23.97 0.00 0.00 0.00 IC4202 100.4 0.77 35.10 3.96 2.22 20.98 133.76 335.17 2678.70 IC4202 100.4 1.59 77.90 3.95 3.89 40.96 176.62 322.39 948.63 IC4202 100.4 2.36 115.00 6.70 4.02 58.24 176.92 310.83 463.05 IC4202 100.4 3.13 156.00 3.16 0.90 74.68 172.53 299.69 349.20 IC4202 100.4 3.95 192.00 3.14 0.00 91.45 173.49 288.26 188.22 IC4202 100.4 4.73 204.00 2.90 0.00 107.35 174.08 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-3.47 10.22 0.00 20.60 0.00 UGC01281 5.27 0.84 17.20 5.78 -4.43 12.07 0.00 18.77 0.00 UGC01281 5.27 1.00 20.20 4.74 -5.15 13.91 0.00 17.42 0.00 UGC01281 5.27 1.15 23.20 4.00 -5.85 15.41 0.00 15.50 0.00 UGC01281 5.27 1.30 26.40 7.13 -1.76 16.74 0.00 13.82 0.00 UGC01281 5.27 1.46 29.30 4.38 2.33 17.86 0.00 11.93 0.00 UGC01281 5.27 1.61 31.60 4.94 5.46 18.77 0.00 9.92 0.00 UGC01281 5.27 1.76 34.60 4.00 7.63 19.16 0.00 8.28 0.00 UGC01281 5.27 1.92 37.40 7.09 9.79 19.52 0.00 7.06 0.00 UGC01281 5.27 2.07 39.90 4.00 11.26 19.66 0.00 6.14 0.00 UGC01281 5.27 2.22 42.20 4.37 12.73 19.81 0.00 5.37 0.00 UGC01281 5.27 2.38 44.40 4.58 13.90 19.88 0.00 4.87 0.00 UGC01281 5.27 2.53 46.70 5.91 14.68 20.02 0.00 4.22 0.00 UGC01281 5.27 2.68 48.50 7.72 15.47 19.97 0.00 3.59 0.00 UGC01281 5.27 2.76 49.30 9.73 15.76 19.92 0.00 3.33 0.00 UGC01281 5.27 3.07 53.00 4.00 16.84 19.61 0.00 2.64 0.00 UGC01281 5.27 3.46 54.10 4.00 18.30 19.28 0.00 2.10 0.00 UGC01281 5.27 3.83 55.00 4.00 18.50 18.95 0.00 1.62 0.00 UGC01281 5.27 4.23 55.70 4.00 18.21 18.54 0.00 1.37 0.00 UGC01281 5.27 4.62 56.40 4.00 19.58 18.33 0.00 1.19 0.00 UGC01281 5.27 4.99 56.90 4.00 20.46 18.23 0.00 0.96 0.00 UGC02023 10.4 0.76 15.10 8.69 0.58 17.55 0.00 56.36 0.00 UGC02023 10.4 1.51 28.00 8.69 10.02 30.38 0.00 35.19 0.00 UGC02023 10.4 2.27 37.60 8.69 14.00 35.00 0.00 20.05 0.00 UGC02023 10.4 3.03 47.90 8.69 14.92 36.80 0.00 12.78 0.00 UGC02023 10.4 3.78 58.80 8.69 19.48 36.55 0.00 6.61 0.00 UGC02259 10.5 1.02 56.10 3.40 4.05 24.58 0.00 54.40 0.00 UGC02259 10.5 2.04 71.10 3.00 7.98 36.06 0.00 30.79 0.00 UGC02259 10.5 3.05 80.70 1.50 14.47 40.35 0.00 17.94 0.00 UGC02259 10.5 4.07 82.80 1.50 19.07 42.21 0.00 8.16 0.00 UGC02259 10.5 5.09 83.70 1.50 21.90 39.32 0.00 4.45 0.00 UGC02259 10.5 6.11 86.00 1.50 24.60 37.93 0.00 2.49 0.00 UGC02259 10.5 7.13 88.30 2.30 26.68 36.09 0.00 1.32 0.00 UGC02259 10.5 8.14 90.00 3.00 25.72 33.53 0.00 0.00 0.00 UGC02455 6.92 0.50 16.90 3.64 2.10 41.15 0.00 372.13 0.00 UGC02455 6.92 1.00 23.90 3.64 6.14 64.58 0.00 276.29 0.00 UGC02455 6.92 1.51 28.20 3.64 11.02 77.99 0.00 109.97 0.00 UGC02455 6.92 2.01 33.00 3.64 15.45 76.28 0.00 69.15 0.00 UGC02455 6.92 2.52 39.10 3.64 19.59 75.05 0.00 43.54 0.00 UGC02455 6.92 3.02 43.80 3.64 23.74 73.51 0.00 23.55 0.00 UGC02455 6.92 3.52 53.10 3.64 27.22 69.50 0.00 12.11 0.00 UGC02455 6.92 4.03 61.00 3.64 29.76 65.25 0.00 7.01 0.00 UGC02487 69.1 9.93 377.00 10.30 -13.26 255.96 207.88 296.20 20.38 UGC02487 69.1 10.05 377.00 19.70 -13.37 257.66 206.72 291.07 19.35 UGC02487 69.1 10.35 378.00 10.80 -13.47 261.62 204.38 276.87 17.03 UGC02487 69.1 15.07 367.00 10.70 -11.85 272.35 172.87 136.01 2.35 UGC02487 69.1 20.09 364.00 6.67 13.97 269.96 151.39 75.01 0.29 UGC02487 69.1 25.12 375.00 6.19 27.34 262.34 134.72 44.66 0.03 UGC02487 69.1 30.14 383.00 3.82 34.12 253.37 123.32 22.26 0.00 UGC02487 69.1 35.17 378.00 2.21 36.15 235.34 114.11 10.73 0.00 UGC02487 69.1 40.19 364.00 4.00 36.15 219.18 106.71 6.11 0.00 UGC02487 69.1 45.21 349.00 3.00 35.84 206.41 100.63 3.48 0.00 UGC02487 69.1 50.24 338.00 3.08 37.87 194.11 95.47 1.63 0.00 UGC02487 69.1 55.26 332.00 2.19 41.62 183.23 91.03 1.27 0.00 UGC02487 69.1 60.28 330.00 1.61 44.55 174.98 87.16 0.47 0.00 UGC02487 69.1 65.31 329.00 2.20 46.17 166.27 83.74 0.25 0.00 UGC02487 69.1 70.33 330.00 3.53 46.48 159.17 80.69 0.13 0.00 UGC02487 69.1 75.35 332.00 13.40 44.86 152.96 77.96 0.07 0.00 UGC02487 69.1 80.38 333.00 15.30 42.32 147.51 75.48 0.00 0.00 UGC02885 80.6 1.70 305.00 10.00 0.00 92.31 265.84 879.93 1173.44 UGC02885 80.6 3.41 257.00 10.00 0.00 152.76 236.42 657.78 159.82 UGC02885 80.6 6.82 256.00 10.00 0.00 220.93 175.44 363.12 0.01 UGC02885 80.6 13.67 271.00 10.00 0.00 244.90 123.90 125.25 0.00 UGC02885 80.6 19.49 282.00 10.00 0.00 240.52 103.77 61.48 0.00 UGC02885 80.6 23.36 287.00 10.00 28.79 238.85 94.78 47.36 0.00 UGC02885 80.6 27.24 283.00 10.00 40.20 232.97 87.77 30.75 0.00 UGC02885 80.6 31.22 280.00 10.00 45.05 223.71 81.99 18.49 0.00 UGC02885 80.6 35.10 280.00 10.00 50.30 214.74 77.32 13.99 0.00 UGC02885 80.6 38.97 281.00 10.00 59.70 206.96 73.38 9.86 0.00 UGC02885 80.6 42.85 282.00 10.00 67.17 198.69 69.98 6.64 0.00 UGC02885 80.6 46.73 287.00 10.00 65.05 189.07 67.02 5.23 0.00 UGC02885 80.6 50.71 292.00 10.00 71.21 184.25 64.33 4.79 0.00 UGC02885 80.6 54.58 298.00 10.00 79.19 180.41 62.01 3.46 0.00 UGC02885 80.6 58.46 298.00 10.00 83.33 174.83 59.92 1.94 0.00 UGC02885 80.6 62.34 298.00 10.00 83.33 168.07 58.02 1.38 0.00 UGC02885 80.6 66.21 298.00 10.00 82.83 162.78 56.30 1.00 0.00 UGC02885 80.6 70.19 298.00 10.00 85.86 158.17 54.68 0.71 0.00 UGC02885 80.6 74.07 298.00 10.00 86.26 152.97 53.23 0.00 0.00 UGC02916 65.4 0.37 183.00 47.60 -2.62 11.20 123.59 213.07 8848.49 UGC02916 65.4 0.74 196.00 40.70 -3.79 21.14 191.42 200.63 5187.42 UGC02916 65.4 1.11 205.00 14.10 -4.87 30.05 218.87 188.92 3807.55 UGC02916 65.4 1.48 211.00 7.89 -5.72 38.06 240.05 177.89 2861.06 UGC02916 65.4 1.84 214.00 1.48 -6.31 45.23 258.74 167.77 2139.16 UGC02916 65.4 2.21 214.00 1.50 -6.65 51.92 273.65 157.98 1447.96 UGC02916 65.4 2.60 213.00 2.64 -6.69 58.41 280.20 148.27 808.78 UGC02916 65.4 2.96 211.00 4.50 -6.41 63.99 275.30 139.85 573.60 UGC02916 65.4 3.17 210.00 8.68 -6.08 66.97 274.94 135.15 462.34 UGC02916 65.4 3.33 209.00 3.00 -5.72 69.15 273.20 131.68 390.24 UGC02916 65.4 3.70 207.00 1.60 -4.34 74.09 268.56 123.99 254.51 UGC02916 65.4 4.07 206.00 1.73 0.84 78.64 262.81 116.75 150.84 UGC02916 65.4 4.44 205.00 3.45 5.14 83.02 255.92 109.94 84.07 UGC02916 65.4 4.81 205.00 2.77 7.67 87.31 248.41 103.48 50.43 UGC02916 65.4 5.18 206.00 7.48 9.90 90.63 241.01 89.73 30.04 UGC02916 65.4 5.55 207.00 5.02 12.08 91.17 233.88 79.83 17.93 UGC02916 65.4 5.92 208.00 7.70 14.21 91.98 227.13 78.76 10.75 UGC02916 65.4 6.28 210.00 1.95 16.44 93.75 220.90 77.91 6.52 UGC02916 65.4 6.34 210.00 4.78 16.75 94.14 219.93 77.94 6.01 UGC02916 65.4 6.65 212.00 1.96 18.67 96.53 214.90 75.88 3.89 UGC02916 65.4 7.03 214.00 0.76 20.80 99.17 209.22 70.88 2.31 UGC02916 65.4 7.39 215.00 2.22 22.73 101.39 204.19 67.18 1.39 UGC02916 65.4 7.77 216.00 1.76 24.56 103.08 199.24 63.61 0.82 UGC02916 65.4 8.14 217.00 1.53 26.28 105.18 194.76 60.05 0.49 UGC02916 65.4 8.51 218.00 7.70 27.91 106.86 190.42 56.59 0.29 UGC02916 65.4 8.88 218.00 6.86 29.33 108.20 186.31 53.33 0.18 UGC02916 65.4 9.25 218.00 8.37 30.55 109.65 182.70 50.25 0.11 UGC02916 65.4 9.52 218.00 3.93 31.16 110.49 180.08 48.10 0.07 UGC02916 65.4 9.62 218.00 4.05 31.36 110.78 179.14 47.33 0.06 UGC02916 65.4 9.99 217.00 20.20 32.17 111.77 175.79 44.58 0.04 UGC02916 65.4 10.40 217.00 4.20 33.08 112.69 172.23 41.71 0.02 UGC02916 65.4 10.71 216.00 3.16 34.00 113.45 169.76 39.66 0.01 UGC02916 65.4 11.12 215.00 6.72 35.01 114.16 166.60 37.11 0.01 UGC02916 65.4 12.67 212.00 1.82 39.99 115.88 156.10 28.84 0.00 UGC02916 65.4 12.98 211.00 16.60 41.00 116.15 154.24 27.43 0.00 UGC02916 65.4 15.86 209.00 8.38 52.47 115.82 139.51 17.17 0.00 UGC02916 65.4 19.05 215.00 13.20 66.17 112.66 127.33 10.22 0.00 UGC02916 65.4 22.14 215.00 13.90 76.32 108.18 118.11 6.19 0.00 UGC02916 65.4 25.34 210.00 10.60 79.67 102.95 110.40 3.68 0.00 UGC02916 65.4 28.53 196.00 12.80 78.35 97.69 104.04 2.19 0.00 UGC02916 65.4 31.72 185.00 11.50 74.49 92.71 98.67 1.30 0.00 UGC02916 65.4 34.91 182.00 10.80 72.76 88.30 94.06 0.78 0.00 UGC02916 65.4 38.00 181.00 10.30 70.63 85.07 90.15 0.00 0.00 UGC02953 16.5 0.09 231.00 52.90 -0.75 12.18 80.49 2863.21 29242.18 UGC02953 16.5 0.17 231.00 27.90 -0.90 23.29 154.33 2799.34 23293.66 UGC02953 16.5 0.26 231.00 16.40 -0.97 35.20 203.79 2729.19 15656.33 UGC02953 16.5 0.34 231.00 11.90 -1.00 45.31 224.63 2668.31 11345.04 UGC02953 16.5 0.43 232.00 8.04 -1.04 56.16 236.57 2601.44 8539.84 UGC02953 16.5 0.51 232.00 6.53 -1.11 65.37 243.18 2543.41 6949.05 UGC02953 16.5 0.60 232.00 4.75 -1.21 75.35 248.89 2479.67 5592.32 UGC02953 16.5 0.69 232.00 4.00 -1.34 84.97 252.61 2417.53 4572.83 UGC02953 16.5 0.77 233.00 5.69 -1.48 93.17 255.01 2363.60 3849.38 UGC02953 16.5 0.86 233.00 4.83 -1.64 102.03 256.40 2304.36 3221.94 UGC02953 16.5 0.95 234.00 10.80 -1.82 110.51 257.17 2246.61 2765.52 UGC02953 16.5 1.03 235.00 10.30 -2.00 117.74 258.40 2196.50 2416.65 UGC02953 16.5 1.11 235.00 10.60 -2.17 124.74 258.76 2147.50 2096.14 UGC02953 16.5 1.20 236.00 10.20 -2.35 132.45 259.47 2093.68 1752.88 UGC02953 16.5 1.29 237.00 10.60 -2.54 139.94 259.74 2041.21 1444.87 UGC02953 16.5 1.38 238.00 14.20 -2.73 147.10 259.48 1990.06 1174.70 UGC02953 16.5 1.46 238.00 14.10 -2.94 153.23 258.65 1945.67 969.16 UGC02953 16.5 1.55 239.00 19.60 -3.15 159.87 257.13 1896.90 770.65 UGC02953 16.5 1.63 240.00 17.80 -3.37 165.58 255.36 1854.59 629.73 UGC02953 16.5 1.72 241.00 7.14 -3.59 171.83 252.89 1808.11 495.74 UGC02953 16.5 1.80 242.00 11.90 -3.81 177.21 250.43 1767.23 402.06 UGC02953 16.5 1.89 243.00 10.90 -4.02 183.03 247.35 1719.56 316.59 UGC02953 16.5 1.98 244.00 17.60 -4.24 188.55 244.09 1672.10 250.14 UGC02953 16.5 2.07 246.00 11.40 -4.48 193.82 240.73 1628.43 196.88 UGC02953 16.5 2.15 247.00 12.90 -4.72 198.33 237.68 1591.58 160.14 UGC02953 16.5 2.23 248.00 15.40 -4.99 202.68 234.62 1556.82 129.09 UGC02953 16.5 2.32 249.00 17.60 -5.25 207.44 231.17 1520.10 101.99 UGC02953 16.5 2.40 251.00 24.00 -5.52 211.55 228.14 1490.64 82.62 UGC02953 16.5 2.49 252.00 10.10 -5.80 216.16 224.74 1462.65 65.01 UGC02953 16.5 2.58 253.00 12.00 -6.06 220.83 221.41 1439.08 51.48 UGC02953 16.5 2.67 254.00 6.34 -6.31 225.64 218.17 1415.29 40.48 UGC02953 16.5 2.75 256.00 6.22 -6.56 230.00 215.36 1394.11 32.75 UGC02953 16.5 2.83 257.00 5.60 -6.82 234.46 212.60 1373.66 26.62 UGC02953 16.5 2.92 259.00 8.73 -7.07 239.57 209.57 1344.19 20.95 UGC02953 16.5 3.00 260.00 5.19 -7.31 243.97 206.96 1311.28 16.93 UGC02953 16.5 3.09 262.00 11.00 -7.55 248.68 204.14 1269.31 13.39 UGC02953 16.5 3.18 263.00 16.00 -7.78 252.98 201.42 1224.91 10.58 UGC02953 16.5 3.27 264.00 13.10 -8.00 256.93 198.78 1182.82 8.31 UGC02953 16.5 3.35 266.00 11.80 -8.21 260.17 196.48 1144.53 6.73 UGC02953 16.5 3.43 267.00 12.70 -8.40 263.10 194.27 1105.43 5.47 UGC02953 16.5 4.21 280.00 5.52 -9.93 282.25 175.61 838.68 0.70 UGC02953 16.5 4.29 282.00 2.35 -10.07 283.70 173.97 817.02 0.56 UGC02953 16.5 4.38 283.00 5.10 -10.20 285.12 172.20 793.56 0.44 UGC02953 16.5 4.47 285.00 4.61 -10.32 286.54 170.45 771.06 0.35 UGC02953 16.5 4.80 290.00 10.80 -10.66 290.98 164.51 698.48 0.15 UGC02953 16.5 5.25 296.00 2.85 -10.87 296.92 157.31 618.22 0.04 UGC02953 16.5 5.32 298.00 1.92 -10.98 297.80 156.27 605.44 0.04 UGC02953 16.5 5.41 299.00 4.29 -10.98 298.79 154.97 589.09 0.03 UGC02953 16.5 5.50 300.00 4.92 -10.87 299.65 153.70 572.85 0.02 UGC02953 16.5 5.58 301.00 2.24 -10.87 300.25 152.59 558.57 0.02 UGC02953 16.5 5.67 302.00 4.59 -10.87 300.59 151.39 543.65 0.01 UGC02953 16.5 5.76 303.00 5.07 -10.77 301.15 150.21 529.17 0.01 UGC02953 16.5 6.00 306.00 7.89 -10.56 302.48 147.17 492.68 0.01 UGC02953 16.5 6.18 307.00 4.41 -10.25 303.22 145.01 468.31 0.00 UGC02953 16.5 6.27 308.00 3.20 -10.11 303.58 143.96 458.48 0.00 UGC02953 16.5 6.36 309.00 6.66 -9.94 303.97 142.94 449.61 0.00 UGC02953 16.5 6.45 310.00 5.83 -9.76 304.41 141.93 441.70 0.00 UGC02953 16.5 6.53 310.00 3.83 -9.58 304.83 141.06 435.47 0.00 UGC02953 16.5 6.61 311.00 2.41 -9.37 305.34 140.20 430.01 0.00 UGC02953 16.5 6.70 312.00 1.25 -9.15 306.03 139.26 424.77 0.00 UGC02953 16.5 6.79 312.00 3.61 -8.91 306.85 138.35 417.48 0.00 UGC02953 16.5 6.87 313.00 13.80 -8.64 307.19 137.53 408.19 0.00 UGC02953 16.5 6.96 313.00 4.58 -8.36 307.95 136.63 397.12 0.00 UGC02953 16.5 7.05 314.00 3.05 -8.05 308.63 135.75 385.39 0.00 UGC02953 16.5 7.20 315.00 1.38 -7.43 309.44 134.31 364.37 0.00 UGC02953 16.5 7.39 316.00 0.75 -6.59 309.73 132.58 335.10 0.00 UGC02953 16.5 7.47 316.00 8.57 -6.16 309.53 131.86 325.32 0.00 UGC02953 16.5 7.99 318.00 1.36 -2.38 307.52 127.53 288.76 0.00 UGC02953 16.5 8.08 318.00 16.00 -0.67 307.34 126.82 285.24 0.00 UGC02953 16.5 8.16 318.00 5.50 2.00 307.11 126.20 282.80 0.00 UGC02953 16.5 8.25 319.00 2.94 2.92 307.22 125.51 276.89 0.00 UGC02953 16.5 8.34 319.00 1.74 3.49 307.32 124.83 270.93 0.00 UGC02953 16.5 8.40 319.00 2.20 3.85 307.36 124.38 266.95 0.00 UGC02953 16.5 9.59 319.00 3.23 7.94 304.71 116.41 195.24 0.00 UGC02953 16.5 10.80 317.00 4.08 12.02 299.89 109.70 155.37 0.00 UGC02953 16.5 12.02 312.00 2.62 17.77 298.77 103.98 118.88 0.00 UGC02953 16.5 13.22 308.00 0.76 22.79 295.36 99.15 82.40 0.00 UGC02953 16.5 14.42 303.00 1.86 24.88 287.38 94.93 50.37 0.00 UGC02953 16.5 15.63 298.00 1.34 24.46 274.79 91.19 30.81 0.00 UGC02953 16.5 16.83 296.00 1.41 24.25 262.23 87.87 22.51 0.00 UGC02953 16.5 18.03 294.00 1.15 25.92 253.58 84.90 18.71 0.00 UGC02953 16.5 19.23 294.00 0.59 28.33 245.50 82.21 12.92 0.00 UGC02953 16.5 20.43 294.00 0.50 31.05 237.34 79.76 9.23 0.00 UGC02953 16.5 21.64 292.00 1.21 33.56 229.62 77.50 6.57 0.00 UGC02953 16.5 22.84 290.00 1.21 34.91 222.49 75.43 4.66 0.00 UGC02953 16.5 24.04 287.00 0.81 34.60 215.84 73.53 3.32 0.00 UGC02953 16.5 25.24 283.00 1.08 32.72 209.67 71.76 2.37 0.00 UGC02953 16.5 26.44 279.00 1.87 31.05 203.93 70.11 1.69 0.00 UGC02953 16.5 27.65 276.00 1.55 30.52 198.57 68.56 1.20 0.00 UGC02953 16.5 28.85 273.00 1.90 30.21 193.62 67.12 0.86 0.00 UGC02953 16.5 30.05 271.00 1.12 30.00 189.02 65.76 0.61 0.00 UGC02953 16.5 31.25 270.00 1.41 30.73 184.73 64.49 0.43 0.00 UGC02953 16.5 32.34 268.00 1.76 31.88 181.07 63.39 0.32 0.00 UGC02953 16.5 33.55 267.00 1.81 33.03 177.28 62.24 0.23 0.00 UGC02953 16.5 34.75 266.00 2.18 33.45 173.75 61.15 0.16 0.00 UGC02953 16.5 35.95 265.00 3.01 33.24 170.44 60.13 0.12 0.00 UGC02953 16.5 37.15 264.00 2.04 32.93 167.32 59.15 0.08 0.00 UGC02953 16.5 38.35 264.00 1.58 32.82 164.38 58.21 0.06 0.00 UGC02953 16.5 39.56 264.00 3.23 33.03 161.57 57.32 0.04 0.00 UGC02953 16.5 40.76 264.00 2.94 33.76 158.94 56.47 0.03 0.00 UGC02953 16.5 41.96 264.00 1.62 34.29 156.44 55.65 0.02 0.00 UGC02953 16.5 43.16 264.00 2.15 34.29 154.06 54.87 0.02 0.00 UGC02953 16.5 44.36 262.00 4.45 34.08 151.79 54.13 0.01 0.00 UGC02953 16.5 45.57 260.00 7.43 34.39 149.61 53.40 0.01 0.00 UGC02953 16.5 46.77 258.00 7.22 34.81 147.54 52.71 0.01 0.00 UGC02953 16.5 47.97 257.00 5.37 34.81 145.56 52.05 0.00 0.00 UGC02953 16.5 49.17 258.00 5.43 34.60 143.67 51.41 0.00 0.00 UGC02953 16.5 50.37 260.00 6.47 34.60 141.84 50.79 0.00 0.00 UGC02953 16.5 51.58 263.00 5.75 34.60 140.10 50.20 0.00 0.00 UGC02953 16.5 52.78 265.00 5.54 34.18 138.41 49.62 0.00 0.00 UGC02953 16.5 53.98 266.00 4.43 33.56 136.79 49.07 0.00 0.00 UGC02953 16.5 55.18 266.00 4.71 33.14 135.22 48.53 0.00 0.00 UGC02953 16.5 57.59 262.00 5.28 32.72 132.24 47.50 0.00 0.00 UGC02953 16.5 59.99 263.00 4.70 31.36 129.47 46.54 0.00 0.00 UGC02953 16.5 62.39 272.00 5.04 30.52 126.87 45.64 0.00 0.00 UGC03205 50.0 0.28 107.00 30.20 -1.60 13.69 91.46 618.49 5800.33 UGC03205 50.0 0.55 121.00 15.60 -2.32 26.00 143.82 603.26 3274.79 UGC03205 50.0 0.83 134.00 8.69 -3.04 37.95 161.88 587.86 1870.98 UGC03205 50.0 1.39 157.00 12.50 -4.39 60.02 171.18 558.23 849.89 UGC03205 50.0 1.65 168.00 11.70 -4.98 69.62 173.79 544.98 599.88 UGC03205 50.0 3.04 207.00 8.04 -7.06 115.86 156.10 470.23 10.13 UGC03205 50.0 3.32 213.00 6.53 -7.33 124.12 149.78 462.95 3.88 UGC03205 50.0 3.59 218.00 11.20 -7.54 132.68 144.22 455.55 1.53 UGC03205 50.0 3.87 222.00 6.05 -7.69 142.15 138.97 450.84 0.59 UGC03205 50.0 4.15 226.00 5.41 -7.79 153.48 134.27 445.20 0.23 UGC03205 50.0 4.43 229.00 5.96 -7.83 164.20 129.95 417.46 0.09 UGC03205 50.0 4.70 232.00 7.41 -7.81 172.50 126.18 387.64 0.03 UGC03205 50.0 4.97 234.00 6.10 -7.72 178.86 122.67 357.56 0.01 UGC03205 50.0 5.25 235.00 3.89 -7.58 184.40 119.35 339.44 0.01 UGC03205 50.0 5.52 236.00 9.03 -7.35 190.48 116.43 324.46 0.00 UGC03205 50.0 5.80 237.00 10.00 -7.05 196.76 113.55 303.79 0.00 UGC03205 50.0 6.08 237.00 7.36 -6.70 202.21 110.91 281.08 0.00 UGC03205 50.0 6.36 237.00 10.20 -6.27 207.12 108.43 256.11 0.00 UGC03205 50.0 6.63 236.00 10.40 -5.76 210.37 106.22 231.86 0.00 UGC03205 50.0 6.91 236.00 5.83 -5.16 212.88 104.02 209.52 0.00 UGC03205 50.0 7.19 235.00 5.43 -4.56 214.54 101.99 188.62 0.00 UGC03205 50.0 7.27 234.00 8.36 -4.39 214.82 101.43 183.32 0.00 UGC03205 50.0 7.46 234.00 7.88 -3.95 215.36 100.13 171.57 0.00 UGC03205 50.0 8.02 231.00 8.17 1.42 216.46 96.57 142.56 0.00 UGC03205 50.0 8.29 229.00 5.82 3.82 216.57 94.99 129.68 0.00 UGC03205 50.0 8.56 228.00 7.21 5.49 216.49 93.48 117.85 0.00 UGC03205 50.0 8.84 226.00 18.20 7.01 215.92 91.98 106.56 0.00 UGC03205 50.0 9.12 224.00 9.11 8.51 215.26 90.56 96.24 0.00 UGC03205 50.0 9.69 221.00 5.56 11.96 213.03 87.86 78.11 0.00 UGC03205 50.0 12.11 216.00 3.21 24.01 197.34 78.59 33.45 0.00 UGC03205 50.0 14.58 220.00 1.89 33.03 180.81 71.62 16.19 0.00 UGC03205 50.0 14.68 220.00 7.66 33.34 180.14 71.38 15.84 0.00 UGC03205 50.0 15.20 221.00 9.52 34.96 176.93 70.15 14.51 0.00 UGC03205 50.0 15.50 221.00 13.60 35.77 175.40 69.47 13.84 0.00 UGC03205 50.0 15.71 221.00 8.15 36.68 174.35 69.00 13.25 0.00 UGC03205 50.0 16.02 221.00 4.11 37.49 172.90 68.33 12.42 0.00 UGC03205 50.0 16.32 221.00 5.37 38.30 171.46 67.70 11.67 0.00 UGC03205 50.0 16.53 221.00 5.06 39.11 170.51 67.27 11.18 0.00 UGC03205 50.0 16.84 221.00 11.40 39.92 169.21 66.64 10.50 0.00 UGC03205 50.0 16.94 221.00 2.56 40.33 168.81 66.45 10.27 0.00 UGC03205 50.0 19.40 218.00 1.70 47.22 157.90 62.09 4.85 0.00 UGC03205 50.0 21.77 216.00 1.13 52.28 148.59 58.61 2.49 0.00 UGC03205 50.0 24.23 215.00 1.77 54.82 138.99 55.56 0.86 0.00 UGC03205 50.0 26.69 212.00 2.47 55.53 130.82 52.94 0.40 0.00 UGC03205 50.0 29.06 208.00 1.44 54.01 124.32 50.73 0.19 0.00 UGC03205 50.0 31.52 209.00 2.88 51.78 118.54 48.71 0.09 0.00 UGC03205 50.0 36.34 220.00 4.09 47.22 109.34 45.37 0.02 0.00 UGC03205 50.0 40.04 220.00 6.32 42.76 103.66 43.22 0.00 0.00 UGC03546 28.7 0.63 262.00 73.60 -0.79 82.82 389.26 1981.83 3538.94 UGC03546 28.7 0.79 250.00 55.50 -0.85 98.90 366.12 1833.29 1444.35 UGC03546 28.7 0.95 241.00 42.90 -0.88 113.48 343.54 1695.88 614.37 UGC03546 28.7 1.11 234.00 31.90 -0.87 126.74 322.48 1568.78 245.76 UGC03546 28.7 1.27 228.00 28.80 -0.80 138.83 303.96 1451.19 56.22 UGC03546 28.7 1.43 225.00 24.20 -0.68 149.76 286.96 1332.14 9.44 UGC03546 28.7 1.59 222.00 12.20 -0.44 159.73 272.22 1252.07 1.58 UGC03546 28.7 1.90 221.00 6.34 0.78 176.94 249.03 1066.65 0.05 UGC03546 28.7 2.06 221.00 12.20 1.08 185.04 239.17 987.42 0.01 UGC03546 28.7 2.22 222.00 16.90 1.32 192.44 230.43 907.47 0.00 UGC03546 28.7 2.38 222.00 26.00 1.56 199.32 222.52 828.95 0.00 UGC03546 28.7 2.79 221.00 13.10 2.09 211.11 205.57 608.92 0.00 UGC03546 28.7 2.86 221.00 11.80 2.18 212.46 203.04 578.56 0.00 UGC03546 28.7 3.02 220.00 22.90 2.37 214.79 197.59 513.59 0.00 UGC03546 28.7 4.17 205.00 8.45 2.86 211.54 168.15 210.33 0.00 UGC03546 28.7 5.56 190.00 13.30 -1.54 194.36 145.62 128.85 0.00 UGC03546 28.7 6.96 190.00 8.87 -5.89 186.95 130.15 94.62 0.00 UGC03546 28.7 8.35 198.00 3.19 -6.18 182.36 118.83 73.26 0.00 UGC03546 28.7 9.73 204.00 2.56 5.96 181.71 110.08 49.74 0.00 UGC03546 28.7 11.14 204.00 1.09 14.87 174.04 102.88 28.48 0.00 UGC03546 28.7 12.51 201.00 0.57 22.04 166.83 97.08 22.20 0.00 UGC03546 28.7 13.88 203.00 0.75 28.09 161.75 92.17 16.63 0.00 UGC03546 28.7 15.35 202.00 0.89 32.20 157.11 87.64 10.43 0.00 UGC03546 28.7 16.72 198.00 1.58 34.45 151.02 83.97 5.62 0.00 UGC03546 28.7 18.08 195.00 1.50 34.96 144.44 80.75 2.73 0.00 UGC03546 28.7 19.45 194.00 2.16 34.55 137.88 77.86 1.14 0.00 UGC03546 28.7 20.92 192.00 6.21 33.63 131.28 75.07 0.00 0.00 UGC03546 28.7 22.92 190.00 3.14 31.78 123.21 71.72 0.00 0.00 UGC03546 28.7 25.02 191.00 14.60 29.63 116.76 68.65 0.00 0.00 UGC03546 28.7 29.23 193.00 18.60 26.35 106.80 63.51 0.00 0.00 UGC03580 20.7 0.11 56.20 28.50 -1.03 10.27 44.15 655.22 4452.47 UGC03580 20.7 0.23 64.60 22.70 -1.23 20.21 75.69 599.52 2773.90 UGC03580 20.7 0.34 70.20 17.20 -1.32 28.30 90.09 552.64 1731.65 UGC03580 20.7 0.46 71.60 11.70 -1.38 36.17 97.29 505.66 1079.38 UGC03580 20.7 0.57 71.00 11.30 -1.41 42.64 98.40 466.11 777.25 UGC03580 20.7 0.69 69.00 9.37 -1.36 48.95 99.30 426.49 601.37 UGC03580 20.7 0.80 67.70 6.23 -1.23 54.16 100.36 393.14 459.37 UGC03580 20.7 0.92 66.90 4.00 -0.91 59.24 100.84 359.72 348.84 UGC03580 20.7 1.03 66.60 3.10 0.49 63.40 101.52 331.59 233.68 UGC03580 20.7 1.14 66.80 3.02 1.27 67.15 100.91 305.66 159.27 UGC03580 20.7 1.26 67.40 3.09 1.89 70.78 99.65 279.67 96.37 UGC03580 20.7 1.37 68.30 2.71 2.47 73.73 97.83 257.80 50.26 UGC03580 20.7 1.49 69.60 2.75 2.98 76.63 95.14 239.14 24.69 UGC03580 20.7 1.61 71.20 2.61 3.52 79.45 92.26 221.75 12.13 UGC03580 20.7 1.71 72.90 4.09 4.06 81.60 89.85 205.51 6.74 UGC03580 20.7 1.83 74.90 6.17 4.62 83.69 87.09 183.40 3.33 UGC03580 20.7 1.94 77.00 7.74 5.19 85.04 84.69 167.21 1.73 UGC03580 20.7 2.06 79.20 5.36 5.77 86.25 82.25 154.41 0.85 UGC03580 20.7 2.18 81.40 6.34 6.34 87.49 79.96 146.81 0.42 UGC03580 20.7 2.29 83.60 2.03 6.95 88.91 78.04 140.69 0.22 UGC03580 20.7 2.40 85.70 1.94 7.56 90.40 76.26 131.91 0.11 UGC03580 20.7 2.52 87.80 1.70 8.20 91.90 74.41 120.79 0.06 UGC03580 20.7 2.63 89.70 2.16 8.89 92.95 72.86 108.91 0.03 UGC03580 20.7 2.75 91.40 1.88 9.58 93.65 71.23 96.05 0.01 UGC03580 20.7 2.86 92.80 3.36 10.31 93.97 69.85 86.65 0.01 UGC03580 20.7 2.98 94.10 1.40 11.11 94.10 68.43 77.70 0.00 UGC03580 20.7 3.09 95.20 5.51 11.94 93.98 67.21 70.44 0.00 UGC03580 20.7 3.20 96.10 6.23 12.77 93.74 66.06 64.18 0.00 UGC03580 20.7 4.52 97.40 2.30 19.31 88.08 55.57 28.91 0.00 UGC03580 20.7 4.69 96.90 11.70 19.73 87.36 54.55 26.51 0.00 UGC03580 20.7 6.03 96.80 2.30 22.95 81.50 48.11 14.16 0.00 UGC03580 20.7 7.53 105.00 1.02 26.37 76.78 43.05 8.19 0.00 UGC03580 20.7 8.58 110.00 7.12 28.87 73.00 40.33 5.41 0.00 UGC03580 20.7 8.70 110.00 5.26 29.07 72.69 40.05 5.18 0.00 UGC03580 20.7 8.82 110.00 5.16 29.38 72.31 39.78 4.95 0.00 UGC03580 20.7 9.03 111.00 0.82 29.90 71.64 39.31 4.58 0.00 UGC03580 20.7 9.05 111.00 7.81 29.90 71.58 39.27 4.54 0.00 UGC03580 20.7 10.53 112.00 1.43 33.33 67.30 36.41 2.67 0.00 UGC03580 20.7 12.07 112.00 1.21 36.03 63.57 34.00 1.50 0.00 UGC03580 20.7 13.58 114.00 1.35 37.90 59.74 32.06 0.69 0.00 UGC03580 20.7 15.09 118.00 1.36 39.04 56.25 30.41 0.37 0.00 UGC03580 20.7 16.60 122.00 1.44 39.66 53.26 29.00 0.20 0.00 UGC03580 20.7 18.11 125.00 1.64 40.08 50.67 27.76 0.11 0.00 UGC03580 20.7 19.62 128.00 1.97 40.18 48.42 26.67 0.06 0.00 UGC03580 20.7 21.02 131.00 1.81 39.87 46.57 25.77 0.03 0.00 UGC03580 20.7 24.04 127.00 1.93 37.17 43.23 24.09 0.01 0.00 UGC03580 20.7 27.06 124.00 1.92 34.89 40.56 22.71 0.00 0.00 UGC04278 9.51 0.14 5.23 5.31 -0.97 4.32 0.00 79.35 0.00 UGC04278 9.51 0.42 15.40 7.78 0.23 11.34 0.00 66.89 0.00 UGC04278 9.51 0.69 24.40 4.00 3.77 17.59 0.00 63.43 0.00 UGC04278 9.51 0.97 32.10 4.00 5.25 23.49 0.00 52.56 0.00 UGC04278 9.51 1.25 34.60 4.00 5.18 27.96 0.00 40.76 0.00 UGC04278 9.51 1.52 37.90 4.00 -5.25 30.30 0.00 26.46 0.00 UGC04278 9.51 1.80 40.50 4.00 -9.36 30.65 0.00 21.33 0.00 UGC04278 9.51 2.07 43.00 4.00 -9.36 30.82 0.00 17.73 0.00 UGC04278 9.51 2.35 45.10 4.00 -7.81 31.07 0.00 15.71 0.00 UGC04278 9.51 2.63 45.60 4.00 -5.60 31.29 0.00 14.32 0.00 UGC04278 9.51 2.91 49.20 13.00 -4.88 31.96 0.00 13.15 0.00 UGC04278 9.51 3.19 50.30 4.00 -6.06 32.66 0.00 11.82 0.00 UGC04278 9.51 3.46 53.70 4.19 -7.65 33.34 0.00 10.46 0.00 UGC04278 9.51 3.74 58.00 7.53 -8.90 33.79 0.00 9.02 0.00 UGC04278 9.51 4.01 64.40 4.00 -9.52 33.93 0.00 7.85 0.00 UGC04278 9.51 4.29 67.50 4.00 -10.37 34.12 0.00 7.26 0.00 UGC04278 9.51 4.57 71.30 4.00 -8.76 34.51 0.00 6.60 0.00 UGC04278 9.51 4.85 75.60 4.00 1.41 34.99 0.00 5.83 0.00 UGC04278 9.51 5.13 80.00 4.00 9.52 35.27 0.00 4.74 0.00 UGC04278 9.51 5.40 82.80 4.00 17.13 35.21 0.00 4.00 0.00 UGC04278 9.51 5.68 84.80 15.70 23.98 35.26 0.00 3.57 0.00 UGC04278 9.51 5.86 86.30 16.80 27.31 35.38 0.00 3.09 0.00 UGC04278 9.51 6.36 90.20 8.07 36.83 34.91 0.00 1.48 0.00 UGC04278 9.51 6.51 91.30 4.00 39.02 34.54 0.00 1.14 0.00 UGC04278 9.51 6.69 92.80 8.75 38.64 34.02 0.00 0.79 0.00 UGC04305 3.45 0.25 3.17 3.22 -1.04 6.45 0.00 73.77 0.00 UGC04305 3.45 0.50 10.50 3.32 -3.35 13.17 0.00 58.74 0.00 UGC04305 3.45 0.75 17.50 4.47 4.05 18.27 0.00 53.03 0.00 UGC04305 3.45 1.00 22.70 4.96 4.85 24.79 0.00 53.05 0.00 UGC04305 3.45 1.26 29.70 5.29 6.16 29.98 0.00 33.12 0.00 UGC04305 3.45 1.50 34.50 4.70 7.83 30.56 0.00 23.92 0.00 UGC04305 3.45 1.76 36.00 3.51 8.37 30.97 0.00 17.24 0.00 UGC04305 3.45 2.01 37.30 3.45 8.40 29.96 0.00 13.58 0.00 UGC04305 3.45 2.26 35.60 3.57 10.27 30.04 0.00 14.97 0.00 UGC04305 3.45 2.51 34.90 3.88 11.89 31.48 0.00 13.82 0.00 UGC04305 3.45 2.76 32.70 3.27 15.11 33.07 0.00 11.76 0.00 UGC04305 3.45 3.01 32.80 3.21 17.63 34.11 0.00 8.80 0.00 UGC04305 3.45 3.27 33.20 3.21 19.74 33.92 0.00 5.53 0.00 UGC04305 3.45 3.51 32.10 3.23 22.06 33.27 0.00 4.03 0.00 UGC04305 3.45 3.76 30.10 3.16 23.37 32.39 0.00 2.74 0.00 UGC04305 3.45 4.02 32.30 3.16 24.68 31.18 0.00 1.92 0.00 UGC04305 3.45 4.26 33.60 3.12 25.38 30.16 0.00 1.67 0.00 UGC04305 3.45 4.52 35.10 3.12 25.99 29.51 0.00 1.74 0.00 UGC04305 3.45 4.77 35.30 3.12 26.59 29.25 0.00 1.45 0.00 UGC04305 3.45 5.02 35.20 3.13 26.90 29.10 0.00 1.14 0.00 UGC04305 3.45 5.27 34.60 3.11 27.20 28.04 0.00 0.00 0.00 UGC04305 3.45 5.52 33.00 3.11 27.30 26.80 0.00 0.00 0.00 UGC04325 9.6 0.70 41.30 3.05 2.87 20.97 0.00 87.42 0.00 UGC04325 9.6 1.40 68.70 3.07 6.75 32.22 0.00 61.10 0.00 UGC04325 9.6 2.09 83.80 3.05 14.14 40.91 0.00 42.17 0.00 UGC04325 9.6 2.79 88.70 3.05 20.18 46.75 0.00 29.93 0.00 UGC04325 9.6 3.49 90.10 3.05 24.08 50.10 0.00 17.39 0.00 UGC04325 9.6 4.19 91.60 3.05 26.71 49.34 0.00 9.83 0.00 UGC04325 9.6 4.89 92.70 3.05 28.08 47.94 0.00 4.64 0.00 UGC04325 9.6 5.59 91.50 3.05 29.25 45.47 0.00 1.75 0.00 UGC04483 3.34 0.08 5.11 2.79 1.47 3.91 0.00 41.70 0.00 UGC04483 3.34 0.24 10.80 1.94 4.46 8.92 0.00 19.51 0.00 UGC04483 3.34 0.40 17.30 1.56 7.28 9.95 0.00 6.19 0.00 UGC04483 3.34 0.57 20.80 1.25 9.38 9.70 0.00 2.73 0.00 UGC04483 3.34 0.73 20.80 1.62 10.63 9.13 0.00 1.13 0.00 UGC04483 3.34 0.89 22.90 1.76 11.34 8.44 0.00 0.46 0.00 UGC04483 3.34 1.05 24.30 2.23 11.95 7.79 0.00 0.19 0.00 UGC04483 3.34 1.21 24.20 1.23 12.36 7.22 0.00 0.00 0.00 UGC04499 12.5 0.91 26.00 4.10 -3.26 30.14 0.00 60.69 0.00 UGC04499 12.5 1.82 45.10 3.02 5.75 35.45 0.00 25.56 0.00 UGC04499 12.5 2.73 57.00 2.97 15.79 36.37 0.00 15.15 0.00 UGC04499 12.5 3.63 62.00 2.85 22.36 38.25 0.00 9.97 0.00 UGC04499 12.5 4.55 66.90 2.75 25.59 37.10 0.00 5.38 0.00 UGC04499 12.5 5.45 70.60 2.86 27.95 35.74 0.00 3.28 0.00 UGC04499 12.5 6.37 72.80 2.66 28.63 34.29 0.00 2.46 0.00 UGC04499 12.5 7.28 73.30 2.66 31.18 33.63 0.00 1.53 0.00 UGC04499 12.5 8.18 74.30 2.67 32.26 33.14 0.00 0.00 0.00 UGC05005 53.7 0.78 14.50 8.10 3.09 15.78 0.00 53.49 0.00 UGC05005 53.7 2.34 32.60 26.80 8.01 29.57 0.00 27.34 0.00 UGC05005 53.7 3.91 48.60 11.30 11.69 39.92 0.00 21.36 0.00 UGC05005 53.7 5.47 58.10 6.10 14.84 44.43 0.00 11.76 0.00 UGC05005 53.7 7.04 65.90 8.71 17.28 44.27 0.00 7.46 0.00 UGC05005 53.7 8.60 72.50 12.20 20.43 44.23 0.00 4.27 0.00 UGC05005 53.7 10.17 78.60 28.40 23.88 42.94 0.00 2.88 0.00 UGC05005 53.7 17.97 97.10 10.00 35.26 33.89 0.00 0.23 0.00 UGC05005 53.7 21.07 99.40 10.00 36.58 30.93 0.00 0.09 0.00 UGC05005 53.7 22.72 100.00 10.00 37.09 29.59 0.00 0.05 0.00 UGC05005 53.7 28.61 99.10 10.00 39.02 25.82 0.00 0.00 0.00 UGC05253 22.9 0.13 232.00 33.40 -2.47 8.23 149.99 789.02 34497.80 UGC05253 22.9 0.25 233.00 16.90 -2.73 15.54 220.78 767.45 20300.24 UGC05253 22.9 0.38 234.00 14.60 -2.63 23.07 253.99 744.75 12406.57 UGC05253 22.9 0.51 235.00 10.60 -2.41 30.21 269.15 722.72 8657.54 UGC05253 22.9 0.63 236.00 9.12 -2.13 36.51 276.27 702.97 6495.51 UGC05253 22.9 0.76 237.00 10.30 -1.79 43.02 278.60 682.17 5042.31 UGC05253 22.9 0.89 238.00 9.95 -1.58 49.25 279.31 662.00 4041.77 UGC05253 22.9 1.01 239.00 3.51 -1.03 54.76 280.44 643.90 3369.65 UGC05253 22.9 1.14 240.00 3.18 0.66 60.48 280.12 624.86 2769.16 UGC05253 22.9 1.27 240.00 5.19 1.42 65.96 277.94 606.37 2377.10 UGC05253 22.9 1.39 241.00 3.54 1.91 70.82 277.61 589.80 2088.11 UGC05253 22.9 1.52 242.00 2.60 2.31 75.88 276.52 572.35 1763.10 UGC05253 22.9 1.65 242.00 1.75 2.69 80.73 274.47 555.42 1547.08 UGC05253 22.9 1.77 243.00 1.94 3.02 85.03 272.42 540.24 1396.25 UGC05253 22.9 1.90 244.00 3.09 3.34 89.52 270.29 524.26 1264.29 UGC05253 22.9 2.03 244.00 1.60 3.66 93.85 268.35 508.76 1155.08 UGC05253 22.9 2.16 244.00 3.00 3.96 97.99 266.67 493.71 1069.65 UGC05253 22.9 2.28 245.00 2.19 4.26 101.66 265.58 480.21 994.58 UGC05253 22.9 2.41 245.00 3.01 4.56 105.49 264.78 466.01 911.52 UGC05253 22.9 2.54 246.00 2.64 4.87 109.17 264.37 452.22 823.77 UGC05253 22.9 2.66 246.00 2.38 5.17 112.45 264.00 439.86 744.22 UGC05253 22.9 2.79 246.00 3.72 5.46 115.87 263.68 426.85 660.00 UGC05253 22.9 2.92 247.00 3.54 5.76 119.17 263.16 414.23 582.56 UGC05253 22.9 3.04 247.00 3.74 6.05 122.10 262.58 402.90 515.24 UGC05253 22.9 3.17 247.00 5.11 6.34 125.13 261.72 390.98 447.13 UGC05253 22.9 3.30 247.00 3.63 6.65 128.05 260.64 379.43 390.04 UGC05253 22.9 3.42 247.00 3.84 6.94 130.65 259.42 369.05 346.72 UGC05253 22.9 3.55 248.00 5.12 7.23 133.35 257.92 358.13 306.25 UGC05253 22.9 3.68 248.00 2.77 7.53 135.94 256.73 347.54 261.67 UGC05253 22.9 3.80 248.00 3.24 7.83 138.27 255.39 338.03 221.06 UGC05253 22.9 3.93 248.00 6.79 8.14 140.68 253.66 328.04 184.97 UGC05253 22.9 4.06 248.00 8.39 8.44 143.00 251.85 318.34 152.68 UGC05253 22.9 4.18 248.00 2.73 8.74 145.04 249.97 309.63 127.51 UGC05253 22.9 4.31 248.00 13.70 9.04 147.17 247.82 300.48 105.36 UGC05253 22.9 4.44 248.00 4.89 9.34 149.24 245.63 291.59 85.30 UGC05253 22.9 4.56 248.00 5.71 9.66 151.08 243.50 283.61 69.26 UGC05253 22.9 4.69 248.00 15.10 9.96 152.98 241.12 275.22 55.53 UGC05253 22.9 4.82 248.00 10.50 10.27 154.80 238.76 267.10 44.24 UGC05253 22.9 4.94 248.00 1.58 10.63 156.43 236.51 259.78 33.76 UGC05253 22.9 4.99 248.00 4.77 10.73 157.09 235.57 256.79 30.21 UGC05253 22.9 5.07 248.00 4.36 10.94 158.13 234.04 252.09 25.33 UGC05253 22.9 5.20 248.00 8.45 11.25 159.77 231.52 244.64 19.11 UGC05253 22.9 5.45 247.00 8.25 11.88 162.71 226.76 228.88 10.99 UGC05253 22.9 5.58 247.00 2.34 12.19 164.01 224.24 219.73 8.25 UGC05253 22.9 5.70 247.00 2.34 12.50 165.02 222.01 210.92 6.36 UGC05253 22.9 5.83 247.00 6.13 12.81 165.84 219.54 201.41 4.80 UGC05253 22.9 6.47 247.00 6.89 14.58 169.31 208.79 180.58 1.17 UGC05253 22.9 6.59 246.00 5.95 14.90 170.15 206.90 177.24 0.89 UGC05253 22.9 6.66 246.00 2.29 15.11 170.65 205.85 175.39 0.77 UGC05253 22.9 6.72 246.00 4.73 15.31 171.08 204.88 173.85 0.67 UGC05253 22.9 6.85 246.00 3.02 15.63 172.07 202.98 170.68 0.51 UGC05253 22.9 6.97 246.00 5.81 16.04 173.03 201.26 167.96 0.39 UGC05253 22.9 7.10 246.00 6.32 16.36 174.15 199.41 164.62 0.29 UGC05253 22.9 7.23 246.00 8.92 16.67 175.27 197.66 160.61 0.22 UGC05253 22.9 8.32 246.00 2.13 19.69 182.58 184.24 121.40 0.02 UGC05253 22.9 10.00 245.00 2.18 23.65 183.56 168.07 79.12 0.00 UGC05253 22.9 11.61 245.00 0.94 26.98 182.90 155.97 46.64 0.00 UGC05253 22.9 13.35 246.00 2.02 29.27 173.27 145.45 28.47 0.00 UGC05253 22.9 14.98 245.00 1.33 30.52 164.53 137.31 21.41 0.00 UGC05253 22.9 16.61 245.00 1.36 32.19 157.52 130.40 17.84 0.00 UGC05253 22.9 18.34 245.00 1.59 34.17 152.73 124.10 16.28 0.00 UGC05253 22.9 19.97 245.00 2.03 36.46 150.07 118.93 12.88 0.00 UGC05253 22.9 21.60 245.00 2.36 38.96 146.26 114.35 10.52 0.00 UGC05253 22.9 23.33 244.00 4.61 41.25 143.04 110.03 8.66 0.00 UGC05253 22.9 26.70 243.00 10.60 44.17 136.92 102.85 5.39 0.00 UGC05253 22.9 29.95 239.00 17.00 44.80 130.32 97.11 3.23 0.00 UGC05253 22.9 33.32 231.00 18.30 44.07 123.68 92.07 2.03 0.00 UGC05253 22.9 36.68 219.00 12.10 44.17 117.57 87.75 1.23 0.00 UGC05253 22.9 39.94 210.00 7.50 43.75 111.91 84.09 0.83 0.00 UGC05253 22.9 43.30 210.00 3.56 43.34 107.39 80.76 0.78 0.00 UGC05253 22.9 46.67 212.00 2.64 44.90 104.00 77.79 0.53 0.00 UGC05253 22.9 49.92 213.00 6.50 46.88 101.06 75.22 0.32 0.00 UGC05253 22.9 53.29 218.00 6.53 47.82 96.26 72.80 0.00 0.00 UGC05414 9.4 0.68 20.50 2.47 1.03 19.12 0.00 63.16 0.00 UGC05414 9.4 1.37 34.60 2.45 11.15 29.14 0.00 33.43 0.00 UGC05414 9.4 2.05 46.00 2.45 16.87 32.19 0.00 19.96 0.00 UGC05414 9.4 2.74 51.80 2.46 20.26 33.36 0.00 12.10 0.00 UGC05414 9.4 3.42 56.80 2.44 21.81 33.94 0.00 8.99 0.00 UGC05414 9.4 4.11 61.40 2.44 23.37 34.30 0.00 5.91 0.00 UGC05716 21.3 1.03 39.15 4.06 3.65 21.66 0.00 30.68 0.00 UGC05716 21.3 2.07 49.15 1.65 7.45 27.59 0.00 10.30 0.00 UGC05716 21.3 3.09 55.05 0.60 11.19 26.88 0.00 4.20 0.00 UGC05716 21.3 4.13 59.35 0.41 14.76 25.30 0.00 2.03 0.00 UGC05716 21.3 5.16 63.85 0.46 18.24 24.00 0.00 0.95 0.00 UGC05716 21.3 6.20 68.20 0.86 21.81 21.76 0.00 0.28 0.00 UGC05716 21.3 7.23 71.70 1.07 25.20 19.92 0.00 0.12 0.00 UGC05716 21.3 8.26 73.50 1.07 27.64 18.42 0.00 0.05 0.00 UGC05716 21.3 9.28 73.15 1.00 28.96 17.21 0.00 0.02 0.00 UGC05716 21.3 10.34 72.50 0.74 29.43 16.16 0.00 0.01 0.00 UGC05716 21.3 11.40 73.00 1.07 28.96 15.29 0.00 0.00 0.00 UGC05716 21.3 12.37 74.70 2.09 27.83 14.60 0.00 0.00 0.00 UGC05721 6.18 0.09 16.50 4.57 1.23 16.63 0.00 657.92 0.00 UGC05721 6.18 0.27 38.50 6.88 3.67 32.22 0.00 309.01 0.00 UGC05721 6.18 0.45 47.40 4.57 5.99 40.27 0.00 181.32 0.00 UGC05721 6.18 0.63 55.50 4.57 8.14 43.48 0.00 105.94 0.00 UGC05721 6.18 0.81 56.40 5.45 10.08 44.07 0.00 62.77 0.00 UGC05721 6.18 0.99 59.80 4.57 11.72 43.71 0.00 45.10 0.00 UGC05721 6.18 1.17 67.80 4.57 13.25 44.14 0.00 29.74 0.00 UGC05721 6.18 1.35 76.40 4.57 15.37 42.83 0.00 15.24 0.00 UGC05721 6.18 1.53 81.20 4.57 18.44 40.98 0.00 9.18 0.00 UGC05721 6.18 1.71 82.20 19.20 21.32 38.82 0.00 5.33 0.00 UGC05721 6.18 1.89 82.60 4.57 22.09 36.95 0.00 3.32 0.00 UGC05721 6.18 2.07 82.30 4.57 20.36 35.17 0.00 2.34 0.00 UGC05721 6.18 2.25 82.10 4.57 17.96 33.75 0.00 1.51 0.00 UGC05721 6.18 2.67 81.40 4.57 18.44 30.81 0.00 0.67 0.00 UGC05721 6.18 3.15 79.30 4.57 20.36 27.99 0.00 0.13 0.00 UGC05721 6.18 3.61 78.50 4.57 20.55 25.88 0.00 0.04 0.00 UGC05721 6.18 4.04 78.20 4.57 20.74 24.31 0.00 0.01 0.00 UGC05721 6.18 4.49 78.10 4.57 21.71 22.96 0.00 0.00 0.00 UGC05721 6.18 4.93 78.20 4.57 23.34 21.83 0.00 0.00 0.00 UGC05721 6.18 5.38 78.30 4.57 24.59 20.85 0.00 0.00 0.00 UGC05721 6.18 5.86 78.60 4.57 24.78 19.94 0.00 0.00 0.00 UGC05721 6.18 6.28 78.90 4.57 24.59 19.24 0.00 0.00 0.00 UGC05721 6.18 6.74 79.50 4.57 24.59 18.55 0.00 0.00 0.00 UGC05750 58.7 0.31 3.10 4.50 1.00 4.05 0.00 29.26 0.00 UGC05750 58.7 1.47 15.70 8.50 4.69 16.67 0.00 21.05 0.00 UGC05750 58.7 2.52 28.00 10.00 7.69 21.39 0.00 16.18 0.00 UGC05750 58.7 3.35 36.00 11.00 9.58 24.52 0.00 12.24 0.00 UGC05750 58.7 4.09 43.60 4.50 11.47 24.68 0.00 10.94 0.00 UGC05750 58.7 4.82 49.80 4.50 13.00 26.85 0.00 11.55 0.00 UGC05750 58.7 6.60 61.50 4.50 16.38 35.05 0.00 8.67 0.00 UGC05750 58.7 7.86 68.10 12.20 18.53 38.67 0.00 7.08 0.00 UGC05750 58.7 9.43 73.40 12.20 20.89 42.63 0.00 4.37 0.00 UGC05750 58.7 11.43 77.60 11.00 23.34 39.29 0.00 0.82 0.00 UGC05750 58.7 22.85 78.90 11.00 36.96 26.56 0.00 0.00 0.00 UGC05764 7.47 0.36 21.45 1.99 2.75 5.37 0.00 14.80 0.00 UGC05764 7.47 0.73 31.30 1.58 6.05 10.22 0.00 11.43 0.00 UGC05764 7.47 1.09 41.70 1.16 9.40 11.44 0.00 3.66 0.00 UGC05764 7.47 1.45 48.35 0.44 12.81 11.24 0.00 2.65 0.00 UGC05764 7.47 1.81 50.60 0.37 16.05 11.43 0.00 2.03 0.00 UGC05764 7.47 2.17 54.05 0.59 18.46 11.43 0.00 1.59 0.00 UGC05764 7.47 2.54 55.80 0.76 20.04 11.39 0.00 1.06 0.00 UGC05764 7.47 2.90 54.55 0.71 20.71 11.38 0.00 0.81 0.00 UGC05764 7.47 3.26 50.00 2.65 20.29 11.12 0.00 0.56 0.00 UGC05764 7.47 3.62 49.90 2.77 19.63 11.17 0.00 0.44 0.00 UGC05829 8.64 0.63 14.80 5.06 -2.24 7.48 0.00 16.55 0.00 UGC05829 8.64 1.26 27.20 5.06 -3.70 13.07 0.00 13.49 0.00 UGC05829 8.64 1.88 34.10 5.06 3.88 16.73 0.00 9.83 0.00 UGC05829 8.64 2.52 38.80 5.06 -2.84 19.07 0.00 6.78 0.00 UGC05829 8.64 3.14 42.80 5.06 11.17 20.36 0.00 4.99 0.00 UGC05829 8.64 3.77 47.90 5.06 17.24 21.25 0.00 3.62 0.00 UGC05829 8.64 4.40 51.90 5.06 20.77 21.39 0.00 2.60 0.00 UGC05829 8.64 5.03 57.60 5.06 26.16 21.32 0.00 1.84 0.00 UGC05829 8.64 5.65 60.70 5.06 31.16 20.90 0.00 1.34 0.00 UGC05829 8.64 6.29 65.60 5.06 33.70 20.41 0.00 1.04 0.00 UGC05829 8.64 6.91 68.60 5.06 34.59 20.24 0.00 0.91 0.00 UGC05918 7.66 0.56 16.90 3.93 3.56 6.92 0.00 13.38 0.00 UGC05918 7.66 1.11 27.40 3.93 3.93 11.04 0.00 9.28 0.00 UGC05918 7.66 1.67 33.50 3.93 3.56 13.76 0.00 6.42 0.00 UGC05918 7.66 2.23 36.40 3.93 8.55 16.36 0.00 4.67 0.00 UGC05918 7.66 2.79 39.80 3.93 12.27 16.13 0.00 2.61 0.00 UGC05918 7.66 3.34 41.20 3.93 12.47 16.40 0.00 2.22 0.00 UGC05918 7.66 3.90 42.60 3.93 13.27 17.86 0.00 2.07 0.00 UGC05918 7.66 4.46 44.50 3.93 15.66 16.94 0.00 0.00 0.00 UGC05986 8.63 0.63 29.50 2.53 -2.22 32.45 0.00 190.91 0.00 UGC05986 8.63 1.26 50.80 3.76 -8.54 43.44 0.00 121.97 0.00 UGC05986 8.63 1.88 68.20 2.58 -2.13 53.72 0.00 104.98 0.00 UGC05986 8.63 2.51 84.30 2.28 8.88 65.57 0.00 78.13 0.00 UGC05986 8.63 3.13 95.30 2.01 11.55 69.99 0.00 48.41 0.00 UGC05986 8.63 3.77 106.00 3.58 16.04 70.54 0.00 33.32 0.00 UGC05986 8.63 4.39 112.00 4.25 20.82 71.78 0.00 24.23 0.00 UGC05986 8.63 5.02 115.00 3.18 24.30 71.41 0.00 12.56 0.00 UGC05986 8.63 5.65 116.00 2.32 25.40 67.79 0.00 6.60 0.00 UGC05986 8.63 6.28 116.00 2.01 24.60 64.52 0.00 2.89 0.00 UGC05986 8.63 6.90 116.00 2.28 25.50 61.11 0.00 0.00 0.00 UGC05986 8.63 7.54 114.00 3.05 25.70 56.38 0.00 0.00 0.00 UGC05986 8.63 8.16 112.00 3.69 24.60 53.17 0.00 0.00 0.00 UGC05986 8.63 8.79 109.00 5.10 24.90 50.65 0.00 0.00 0.00 UGC05986 8.63 9.41 107.00 6.39 27.79 48.55 0.00 0.00 0.00 UGC05999 47.7 3.48 46.20 5.00 13.28 38.73 0.00 18.53 0.00 UGC05999 47.7 6.94 81.10 5.00 23.37 40.00 0.00 5.85 0.00 UGC05999 47.7 10.42 91.20 5.00 31.30 39.75 0.00 2.23 0.00 UGC05999 47.7 13.89 97.70 5.00 35.52 35.72 0.00 0.62 0.00 UGC05999 47.7 16.22 100.00 5.00 46.95 33.50 0.00 0.00 0.00 UGC06399 18.0 0.87 24.80 6.50 2.79 20.37 0.00 60.40 0.00 UGC06399 18.0 1.74 46.20 5.60 5.75 32.61 0.00 37.93 0.00 UGC06399 18.0 2.61 60.50 5.80 9.11 37.10 0.00 26.87 0.00 UGC06399 18.0 3.50 69.60 3.90 13.36 42.69 0.00 19.23 0.00 UGC06399 18.0 4.37 77.50 3.70 16.60 44.26 0.00 11.73 0.00 UGC06399 18.0 5.24 82.90 4.50 20.91 44.12 0.00 7.50 0.00 UGC06399 18.0 6.11 84.10 4.90 23.38 43.61 0.00 4.83 0.00 UGC06399 18.0 6.98 85.60 4.90 23.92 43.31 0.00 3.40 0.00 UGC06399 18.0 7.85 87.60 4.90 25.86 40.62 0.00 0.00 0.00 UGC06446 12.0 0.58 31.30 6.30 0.00 21.35 0.00 74.79 0.00 UGC06446 12.0 1.16 54.80 5.80 2.75 29.36 0.00 33.70 0.00 UGC06446 12.0 1.74 61.10 4.10 6.18 30.80 0.00 20.14 0.00 UGC06446 12.0 2.33 63.90 4.10 7.45 31.81 0.00 12.32 0.00 UGC06446 12.0 2.91 67.20 4.10 14.25 31.67 0.00 9.18 0.00 UGC06446 12.0 3.49 70.40 3.60 16.89 31.97 0.00 6.44 0.00 UGC06446 12.0 4.07 73.70 3.60 15.31 32.15 0.00 4.92 0.00 UGC06446 12.0 4.65 78.00 4.10 18.83 31.31 0.00 2.36 0.00 UGC06446 12.0 5.23 80.80 4.10 23.23 29.91 0.00 1.67 0.00 UGC06446 12.0 5.81 80.50 3.60 26.13 28.44 0.00 1.22 0.00 UGC06446 12.0 6.40 81.30 3.60 28.95 27.55 0.00 0.87 0.00 UGC06446 12.0 6.98 82.10 4.60 31.41 26.52 0.00 0.59 0.00 UGC06446 12.0 7.62 82.80 4.60 34.05 25.42 0.00 0.38 0.00 UGC06446 12.0 8.28 84.90 5.50 34.49 24.36 0.00 0.25 0.00 UGC06446 12.0 8.90 84.30 5.50 32.03 23.44 0.00 0.16 0.00 UGC06446 12.0 9.52 83.20 7.00 32.29 22.66 0.00 0.11 0.00 UGC06446 12.0 10.22 80.10 10.80 33.08 21.62 0.00 0.00 0.00 UGC06614 88.7 3.23 194.00 16.70 -7.97 37.15 248.50 78.56 371.12 UGC06614 88.7 9.18 172.00 8.10 -15.63 83.53 176.71 55.52 1.14 UGC06614 88.7 10.64 170.00 10.70 -16.24 92.09 164.32 54.39 0.17 UGC06614 88.7 11.58 170.00 6.80 -16.14 99.29 157.52 52.22 0.05 UGC06614 88.7 12.52 171.00 6.80 -16.04 107.74 151.54 52.54 0.01 UGC06614 88.7 13.57 172.00 12.10 -16.04 120.80 145.51 47.48 0.00 UGC06614 88.7 15.76 174.00 19.60 -15.53 131.65 135.02 27.30 0.00 UGC06614 88.7 24.94 193.00 23.20 18.69 111.71 107.35 3.42 0.00 UGC06614 88.7 26.30 194.00 23.00 21.04 108.26 104.53 2.78 0.00 UGC06614 88.7 34.96 201.00 7.20 34.22 92.64 90.67 0.00 0.00 UGC06614 88.7 36.84 202.00 17.10 37.39 88.80 88.32 0.00 0.00 UGC06614 88.7 47.38 205.00 16.00 54.35 75.25 77.88 0.00 0.00 UGC06614 88.7 64.59 204.00 16.00 61.29 63.17 66.70 0.00 0.00 UGC06628 15.1 1.10 26.90 8.27 3.02 29.07 0.00 62.46 0.00 UGC06628 15.1 2.20 38.00 8.27 -3.24 37.16 0.00 33.06 0.00 UGC06628 15.1 3.30 40.50 8.27 12.42 41.22 0.00 23.94 0.00 UGC06628 15.1 4.39 41.40 8.27 16.39 45.00 0.00 17.12 0.00 UGC06628 15.1 5.50 42.30 8.27 20.17 46.13 0.00 11.39 0.00 UGC06628 15.1 6.59 42.30 8.27 25.63 47.72 0.00 7.71 0.00 UGC06628 15.1 7.69 42.30 8.27 31.39 46.74 0.00 4.88 0.00 UGC06667 18.0 0.87 26.60 4.40 0.00 6.92 0.00 10.79 0.00 UGC06667 18.0 1.74 45.20 2.70 0.00 10.96 0.00 8.69 0.00 UGC06667 18.0 2.61 57.00 3.90 8.65 14.33 0.00 6.97 0.00 UGC06667 18.0 3.50 69.30 3.00 16.06 16.78 0.00 5.78 0.00 UGC06667 18.0 4.37 77.30 3.40 18.32 18.48 0.00 4.81 0.00 UGC06667 18.0 5.24 80.70 3.90 22.41 20.02 0.00 4.19 0.00 UGC06667 18.0 6.11 84.00 3.00 23.49 21.36 0.00 3.64 0.00 UGC06667 18.0 6.98 85.00 3.00 25.65 22.68 0.00 3.22 0.00 UGC06667 18.0 7.85 85.70 3.40 24.46 24.00 0.00 2.82 0.00 UGC06786 29.3 0.16 160.00 36.00 -1.22 8.07 119.49 516.57 16013.38 UGC06786 29.3 0.32 177.00 30.90 -1.20 15.74 184.15 504.88 8275.13 UGC06786 29.3 0.49 180.00 25.30 -1.08 23.42 201.67 492.74 4561.05 UGC06786 29.3 0.65 180.00 32.00 -0.96 30.30 207.64 481.58 2982.73 UGC06786 29.3 1.30 182.00 4.72 -0.33 55.43 203.18 438.80 756.43 UGC06786 29.3 1.46 183.00 10.80 0.44 61.06 200.04 428.86 576.90 UGC06786 29.3 1.62 184.00 7.43 0.74 66.51 196.81 419.15 433.08 UGC06786 29.3 3.72 206.00 8.42 4.94 126.30 147.67 305.74 0.87 UGC06786 29.3 3.89 207.00 4.54 5.38 130.52 144.55 297.38 0.48 UGC06786 29.3 4.05 209.00 5.36 5.86 134.47 141.56 291.65 0.28 UGC06786 29.3 4.22 210.00 2.43 6.37 138.94 138.76 286.76 0.16 UGC06786 29.3 4.26 210.00 4.60 6.53 140.05 138.12 285.57 0.13 UGC06786 29.3 4.38 211.00 2.80 6.92 143.43 136.21 282.20 0.09 UGC06786 29.3 4.54 213.00 2.18 7.46 148.24 133.79 278.12 0.05 UGC06786 29.3 4.71 214.00 7.61 7.98 153.86 131.35 269.69 0.03 UGC06786 29.3 4.86 215.00 4.70 8.49 158.53 129.31 255.82 0.02 UGC06786 29.3 5.02 215.00 2.34 9.00 162.82 127.24 236.68 0.01 UGC06786 29.3 5.18 216.00 2.95 9.51 166.08 125.27 217.59 0.01 UGC06786 29.3 5.35 217.00 4.48 10.02 168.84 123.26 198.81 0.00 UGC06786 29.3 5.51 217.00 3.99 10.53 170.67 121.46 180.68 0.00 UGC06786 29.3 5.68 218.00 5.14 11.06 171.80 119.61 163.83 0.00 UGC06786 29.3 5.84 218.00 2.51 11.59 172.47 117.97 151.85 0.00 UGC06786 29.3 6.00 219.00 3.95 12.13 172.94 116.40 142.07 0.00 UGC06786 29.3 6.15 219.00 7.84 12.55 173.44 114.95 134.81 0.00 UGC06786 29.3 6.48 219.00 7.74 13.72 174.41 111.99 115.63 0.00 UGC06786 29.3 6.64 219.00 6.69 14.25 174.58 110.63 107.00 0.00 UGC06786 29.3 6.81 220.00 6.26 14.68 174.53 109.24 98.11 0.00 UGC06786 29.3 7.10 220.00 2.52 15.64 174.07 106.99 82.68 0.00 UGC06786 29.3 7.13 220.00 11.40 15.74 173.95 106.76 81.11 0.00 UGC06786 29.3 8.52 220.00 2.93 20.10 162.17 97.67 42.84 0.00 UGC06786 29.3 10.66 225.00 1.79 25.95 149.89 87.32 25.13 0.00 UGC06786 29.3 11.99 228.00 5.71 28.72 144.35 82.33 18.64 0.00 UGC06786 29.3 12.10 228.00 9.96 29.04 143.90 81.96 18.15 0.00 UGC06786 29.3 12.33 228.00 8.24 29.36 143.03 81.19 17.16 0.00 UGC06786 29.3 12.78 229.00 1.74 30.21 141.37 79.75 15.35 0.00 UGC06786 29.3 14.93 228.00 1.64 33.50 133.30 73.78 8.44 0.00 UGC06786 29.3 17.08 226.00 1.34 35.21 125.19 68.98 4.75 0.00 UGC06786 29.3 19.23 226.00 1.39 35.84 117.76 65.01 2.40 0.00 UGC06786 29.3 21.27 227.00 1.11 35.52 111.00 61.81 1.83 0.00 UGC06786 29.3 23.42 227.00 1.37 34.46 106.04 58.91 1.10 0.00 UGC06786 29.3 25.57 224.00 2.79 32.87 101.01 56.38 0.42 0.00 UGC06786 29.3 27.72 218.00 9.41 31.59 96.03 54.15 0.24 0.00 UGC06786 29.3 29.87 215.00 8.18 30.53 91.96 52.16 0.13 0.00 UGC06786 29.3 32.02 219.00 5.06 29.67 88.37 50.38 0.07 0.00 UGC06786 29.3 34.05 211.00 7.05 29.04 85.42 48.86 0.00 0.00 UGC06787 21.3 0.12 134.00 41.10 -0.73 7.68 179.06 623.48 50762.31 UGC06787 21.3 0.24 208.00 35.50 -0.84 14.95 278.38 601.67 27720.83 UGC06787 21.3 0.35 252.00 27.10 -0.93 21.23 309.46 582.34 16719.99 UGC06787 21.3 0.47 272.00 11.60 -1.09 27.71 321.20 561.97 10847.48 UGC06787 21.3 0.59 276.00 12.60 -1.27 33.83 323.58 542.31 7620.20 UGC06787 21.3 0.71 271.00 16.30 -1.49 39.63 323.15 523.34 5650.81 UGC06787 21.3 0.83 266.00 11.90 -1.72 45.13 320.31 505.02 4439.61 UGC06787 21.3 0.94 262.00 12.20 -1.96 49.93 316.84 488.80 3710.23 UGC06787 21.3 1.06 260.00 12.10 -2.21 54.94 314.79 471.70 3081.80 UGC06787 21.3 1.18 260.00 11.90 -2.45 59.69 313.21 455.20 2524.16 UGC06787 21.3 1.30 259.00 8.04 -2.69 64.21 311.21 439.27 2069.24 UGC06787 21.3 1.42 257.00 10.20 -2.93 68.53 309.11 423.91 1658.71 UGC06787 21.3 1.53 254.00 9.68 -3.17 72.32 306.55 410.29 1386.92 UGC06787 21.3 1.66 244.00 4.95 -3.41 76.57 303.54 394.76 1102.98 UGC06787 21.3 1.89 228.00 9.83 -3.87 83.60 297.20 368.72 719.64 UGC06787 21.3 2.01 220.00 18.60 -4.09 87.03 293.40 355.81 572.02 UGC06787 21.3 2.13 215.00 4.11 -4.30 90.32 289.39 343.36 456.41 UGC06787 21.3 2.24 213.00 16.10 -4.50 93.19 285.56 332.33 371.14 UGC06787 21.3 3.10 228.00 9.59 -5.53 112.13 255.35 256.86 45.54 UGC06787 21.3 3.79 236.00 7.22 -5.65 121.66 232.68 200.21 5.71 UGC06787 21.3 3.90 236.00 7.24 -5.61 122.76 229.34 193.29 4.09 UGC06787 21.3 4.14 237.00 8.26 -5.45 124.89 222.83 179.91 2.00 UGC06787 21.3 4.25 237.00 4.07 -5.32 125.78 219.95 174.78 1.43 UGC06787 21.3 4.37 237.00 4.04 -5.15 126.75 216.93 169.83 1.00 UGC06787 21.3 4.49 237.00 1.94 -4.93 127.73 214.04 165.47 0.70 UGC06787 21.3 4.61 237.00 1.49 -4.62 128.73 211.23 161.16 0.48 UGC06787 21.3 4.72 236.00 2.38 -4.24 129.65 208.76 157.54 0.35 UGC06787 21.3 5.16 235.00 2.40 -1.43 133.70 199.77 143.97 0.09 UGC06787 21.3 5.43 234.00 4.05 3.32 136.22 194.84 135.04 0.04 UGC06787 21.3 5.56 233.00 3.03 4.20 137.40 192.59 129.83 0.03 UGC06787 21.3 5.67 233.00 2.48 4.99 138.33 190.72 125.11 0.02 UGC06787 21.3 5.79 233.00 3.03 5.73 139.24 188.73 119.65 0.01 UGC06787 21.3 5.91 232.00 6.70 6.43 139.93 186.59 113.87 0.01 UGC06787 21.3 6.03 232.00 7.44 7.14 140.45 184.70 109.00 0.01 UGC06787 21.3 6.20 232.00 1.64 8.18 141.04 182.21 103.32 0.00 UGC06787 21.3 6.50 233.00 14.30 9.96 142.01 177.90 95.03 0.00 UGC06787 21.3 6.85 235.00 7.57 11.78 143.12 173.33 87.04 0.00 UGC06787 21.3 6.98 236.00 3.05 12.31 143.59 171.70 84.55 0.00 UGC06787 21.3 7.09 236.00 2.91 12.85 144.05 170.36 82.66 0.00 UGC06787 21.3 7.21 237.00 4.07 13.38 144.62 168.93 80.65 0.00 UGC06787 21.3 7.22 238.00 2.02 13.48 144.67 168.82 80.38 0.00 UGC06787 21.3 7.33 238.00 6.76 13.91 145.21 167.55 77.25 0.00 UGC06787 21.3 7.45 239.00 3.49 14.44 145.73 166.20 73.54 0.00 UGC06787 21.3 7.56 240.00 10.10 14.86 146.08 164.99 69.89 0.00 UGC06787 21.3 8.26 247.00 0.85 17.52 144.87 157.97 48.37 0.00 UGC06787 21.3 8.98 252.00 8.91 19.64 141.68 151.50 37.69 0.00 UGC06787 21.3 9.09 253.00 7.13 19.85 141.18 150.58 36.21 0.00 UGC06787 21.3 9.30 254.00 0.73 20.28 140.17 148.87 33.60 0.00 UGC06787 21.3 10.32 253.00 0.96 21.76 134.57 141.32 26.44 0.00 UGC06787 21.3 11.38 247.00 1.99 22.29 131.10 134.58 22.01 0.00 UGC06787 21.3 12.40 238.00 3.15 22.29 127.84 128.93 18.41 0.00 UGC06787 21.3 13.41 229.00 1.67 21.87 125.70 123.98 15.63 0.00 UGC06787 21.3 14.43 223.00 3.52 21.55 123.24 119.52 12.46 0.00 UGC06787 21.3 15.44 220.00 1.13 21.55 120.61 115.54 10.23 0.00 UGC06787 21.3 16.57 220.00 1.12 22.08 117.78 111.53 8.33 0.00 UGC06787 21.3 17.58 224.00 1.93 22.61 115.53 108.28 6.91 0.00 UGC06787 21.3 18.60 228.00 2.04 23.25 113.08 105.27 5.45 0.00 UGC06787 21.3 19.61 234.00 2.55 24.20 110.31 102.52 4.48 0.00 UGC06787 21.3 20.62 239.00 2.91 26.01 107.85 99.98 3.92 0.00 UGC06787 21.3 21.64 243.00 3.08 28.66 105.68 97.60 3.37 0.00 UGC06787 21.3 22.77 245.00 3.60 31.74 103.62 95.14 2.89 0.00 UGC06787 21.3 23.78 247.00 2.67 34.40 101.87 93.10 2.36 0.00 UGC06787 21.3 24.79 249.00 3.37 36.31 99.95 91.18 1.81 0.00 UGC06787 21.3 25.81 250.00 2.08 37.37 97.79 89.36 1.47 0.00 UGC06787 21.3 26.82 251.00 1.68 37.79 95.84 87.67 1.26 0.00 UGC06787 21.3 27.84 251.00 2.78 37.79 94.22 86.04 1.08 0.00 UGC06787 21.3 29.41 248.00 3.40 37.26 91.66 83.72 0.68 0.00 UGC06787 21.3 30.99 246.00 2.91 36.63 88.64 81.55 0.41 0.00 UGC06787 21.3 32.57 249.00 3.46 35.88 86.00 79.55 0.40 0.00 UGC06787 21.3 34.03 252.00 3.23 35.14 84.24 77.83 0.34 0.00 UGC06787 21.3 37.19 255.00 4.16 33.12 79.85 74.45 0.00 0.00 UGC06818 18.0 0.87 23.40 5.55 3.13 27.44 0.00 76.66 0.00 UGC06818 18.0 1.74 28.00 5.20 4.07 38.72 0.00 36.41 0.00 UGC06818 18.0 2.61 36.70 4.25 7.08 40.85 0.00 18.57 0.00 UGC06818 18.0 3.50 47.60 4.25 10.56 41.42 0.00 10.76 0.00 UGC06818 18.0 4.37 63.30 4.75 13.36 40.22 0.00 6.42 0.00 UGC06818 18.0 5.24 71.20 5.25 17.35 39.25 0.00 3.11 0.00 UGC06818 18.0 6.11 68.10 6.00 19.51 37.01 0.00 1.37 0.00 UGC06818 18.0 6.98 74.40 6.00 20.91 34.75 0.00 0.86 0.00 UGC06917 18.0 1.74 59.20 3.50 0.00 56.25 0.00 84.05 0.00 UGC06917 18.0 2.61 71.20 4.00 0.00 59.09 0.00 59.41 0.00 UGC06917 18.0 3.50 84.50 4.40 6.40 61.72 0.00 38.85 0.00 UGC06917 18.0 4.37 93.50 4.50 14.66 63.73 0.00 29.86 0.00 UGC06917 18.0 5.24 97.50 3.50 17.89 64.38 0.00 19.57 0.00 UGC06917 18.0 6.11 100.00 3.50 20.91 64.30 0.00 16.34 0.00 UGC06917 18.0 6.98 101.00 4.00 24.79 64.23 0.00 10.95 0.00 UGC06917 18.0 7.85 103.00 3.50 27.59 62.94 0.00 8.29 0.00 UGC06917 18.0 8.72 105.00 4.00 29.10 61.95 0.00 6.21 0.00 UGC06917 18.0 9.60 110.00 4.90 32.76 60.68 0.00 4.78 0.00 UGC06917 18.0 10.47 111.00 6.00 36.86 60.19 0.00 3.35 0.00 UGC06923 18.0 0.93 40.50 7.35 9.26 50.64 0.00 139.38 0.00 UGC06923 18.0 1.94 53.90 5.90 16.49 55.16 0.00 51.50 0.00 UGC06923 18.0 2.87 73.00 4.70 21.98 56.07 0.00 27.77 0.00 UGC06923 18.0 3.72 78.40 3.90 25.00 55.82 0.00 15.87 0.00 UGC06923 18.0 4.47 79.30 5.30 28.23 53.80 0.00 8.68 0.00 UGC06923 18.0 5.16 81.10 5.10 30.82 51.88 0.00 5.50 0.00 UGC06930 18.0 1.74 54.70 8.30 0.00 52.62 0.00 88.43 0.00 UGC06930 18.0 3.50 85.40 7.00 5.24 59.95 0.00 40.84 0.00 UGC06930 18.0 5.24 93.80 6.20 17.89 62.66 0.00 24.98 0.00 UGC06930 18.0 6.98 98.70 5.20 25.97 65.09 0.00 17.98 0.00 UGC06930 18.0 8.72 103.00 5.20 29.85 66.99 0.00 10.91 0.00 UGC06930 18.0 10.47 107.00 5.20 34.48 67.16 0.00 6.05 0.00 UGC06930 18.0 12.19 109.00 5.20 40.30 63.93 0.00 2.66 0.00 UGC06930 18.0 13.94 108.00 7.40 42.57 59.68 0.00 0.84 0.00 UGC06930 18.0 15.68 108.00 7.40 40.84 54.03 0.00 0.00 0.00 UGC06930 18.0 16.61 108.00 7.40 39.98 51.70 0.00 0.00 0.00 UGC06973 18.0 1.74 170.00 4.70 2.96 330.95 134.59 2252.19 0.01 UGC06973 18.0 2.61 174.00 4.20 15.30 283.41 109.85 361.45 0.00 UGC06973 18.0 3.50 170.00 4.20 20.26 251.38 94.86 101.13 0.00 UGC06973 18.0 4.37 170.00 4.30 23.49 223.34 84.89 48.49 0.00 UGC06973 18.0 5.32 171.00 4.80 28.67 203.29 76.94 24.38 0.00 UGC06973 18.0 6.28 174.00 4.90 33.19 186.33 70.82 9.11 0.00 UGC06973 18.0 6.81 177.00 10.10 32.98 178.04 68.00 5.17 0.00 UGC06973 18.0 7.33 178.00 6.30 32.11 170.62 65.55 3.87 0.00 UGC06973 18.0 7.85 180.00 7.70 30.71 164.40 63.34 2.91 0.00 UGC06983 18.0 1.74 56.90 6.60 0.00 57.53 0.00 98.90 0.00 UGC06983 18.0 2.61 87.40 4.80 0.00 63.17 0.00 46.82 0.00 UGC06983 18.0 3.50 92.10 5.70 0.00 61.10 0.00 24.53 0.00 UGC06983 18.0 4.37 93.50 5.20 8.69 59.01 0.00 17.42 0.00 UGC06983 18.0 5.24 98.20 4.40 16.60 57.64 0.00 11.69 0.00 UGC06983 18.0 6.11 99.70 4.40 18.86 56.44 0.00 10.25 0.00 UGC06983 18.0 6.98 102.00 3.50 23.82 56.03 0.00 7.82 0.00 UGC06983 18.0 7.85 107.00 4.40 29.74 55.57 0.00 5.78 0.00 UGC06983 18.0 8.72 108.00 4.40 30.17 54.32 0.00 3.82 0.00 UGC06983 18.0 9.60 110.00 4.40 31.90 52.55 0.00 2.70 0.00 UGC06983 18.0 10.47 113.00 4.40 35.89 51.23 0.00 1.88 0.00 UGC06983 18.0 11.35 110.00 5.20 38.26 49.57 0.00 1.10 0.00 UGC06983 18.0 12.19 108.00 5.70 39.33 47.76 0.00 0.58 0.00 UGC06983 18.0 13.12 109.00 8.60 40.63 45.68 0.00 0.00 0.00 UGC06983 18.0 13.94 108.00 9.80 40.95 43.38 0.00 0.00 0.00 UGC06983 18.0 14.86 108.00 9.80 40.63 41.42 0.00 0.00 0.00 UGC06983 18.0 15.68 109.00 12.30 40.09 39.99 0.00 0.00 0.00 UGC07089 18.0 0.87 20.90 4.70 4.05 19.26 0.00 68.02 0.00 UGC07089 18.0 1.74 36.40 3.90 8.89 32.89 0.00 56.39 0.00 UGC07089 18.0 2.61 43.40 3.90 12.07 42.35 0.00 36.37 0.00 UGC07089 18.0 3.50 51.20 4.70 13.47 46.88 0.00 25.35 0.00 UGC07089 18.0 4.37 59.70 3.90 14.33 50.13 0.00 17.79 0.00 UGC07089 18.0 5.24 64.50 4.40 18.10 50.81 0.00 11.52 0.00 UGC07089 18.0 6.11 67.90 3.90 21.23 49.78 0.00 7.62 0.00 UGC07089 18.0 6.55 72.80 7.30 22.41 49.26 0.00 6.38 0.00 UGC07089 18.0 6.98 70.30 6.10 23.49 48.73 0.00 5.35 0.00 UGC07089 18.0 7.85 73.70 6.10 25.32 47.50 0.00 3.71 0.00 UGC07089 18.0 8.72 77.60 6.10 26.40 46.22 0.00 2.54 0.00 UGC07089 18.0 9.16 79.10 7.30 26.40 45.50 0.00 2.07 0.00 UGC07125 19.8 1.44 26.10 3.30 9.09 27.58 0.00 52.23 0.00 UGC07125 19.8 2.88 43.00 3.47 16.12 37.24 0.00 20.28 0.00 UGC07125 19.8 4.33 48.50 2.35 15.32 39.71 0.00 10.63 0.00 UGC07125 19.8 5.76 52.50 2.00 18.34 39.12 0.00 5.58 0.00 UGC07125 19.8 7.20 56.40 2.05 17.63 37.66 0.00 3.45 0.00 UGC07125 19.8 8.64 58.50 2.21 22.27 36.69 0.00 2.77 0.00 UGC07125 19.8 10.08 61.50 2.10 25.80 36.12 0.00 1.68 0.00 UGC07125 19.8 11.47 64.60 2.01 29.52 34.86 0.00 1.05 0.00 UGC07125 19.8 13.00 65.60 2.12 36.98 33.70 0.00 0.49 0.00 UGC07125 19.8 14.42 65.40 2.65 38.39 31.99 0.00 0.00 0.00 UGC07125 19.8 15.84 65.50 3.05 37.89 29.33 0.00 0.00 0.00 UGC07125 19.8 17.26 65.10 3.22 39.00 27.53 0.00 0.00 0.00 UGC07125 19.8 18.68 64.90 3.48 34.46 26.15 0.00 0.00 0.00 UGC07151 6.87 0.50 24.20 2.18 -0.51 24.79 0.00 167.58 0.00 UGC07151 6.87 1.00 42.00 2.91 -5.39 39.13 0.00 101.17 0.00 UGC07151 6.87 1.50 59.40 2.40 -5.79 45.87 0.00 67.11 0.00 UGC07151 6.87 2.00 63.90 2.01 7.68 49.56 0.00 35.27 0.00 UGC07151 6.87 2.49 66.00 2.00 15.55 48.96 0.00 24.90 0.00 UGC07151 6.87 3.00 67.20 2.07 19.33 48.14 0.00 18.24 0.00 UGC07151 6.87 3.49 68.70 2.38 19.89 46.88 0.00 13.06 0.00 UGC07151 6.87 4.00 71.30 2.91 25.08 45.84 0.00 12.13 0.00 UGC07151 6.87 4.49 72.50 3.21 25.36 46.88 0.00 11.01 0.00 UGC07151 6.87 5.01 74.00 3.41 26.06 48.01 0.00 7.73 0.00 UGC07151 6.87 5.50 76.20 3.17 28.30 47.84 0.00 5.00 0.00 UGC07232 2.83 0.21 16.40 3.30 3.43 15.55 0.00 132.25 0.00 UGC07232 2.83 0.41 26.20 3.30 6.87 25.10 0.00 74.94 0.00 UGC07232 2.83 0.62 35.20 3.30 10.25 25.64 0.00 17.85 0.00 UGC07232 2.83 0.82 44.00 3.30 12.77 24.30 0.00 9.49 0.00 UGC07261 13.1 0.95 46.80 5.66 3.86 27.74 0.00 97.09 0.00 UGC07261 13.1 1.90 63.00 5.66 4.52 51.06 0.00 46.46 0.00 UGC07261 13.1 2.86 66.80 5.66 4.73 51.26 0.00 20.02 0.00 UGC07261 13.1 3.81 69.60 5.66 12.72 49.40 0.00 7.49 0.00 UGC07261 13.1 4.76 73.40 5.66 18.24 44.13 0.00 1.46 0.00 UGC07261 13.1 5.72 74.70 5.66 23.64 39.21 0.00 0.00 0.00 UGC07261 13.1 6.67 76.10 5.66 29.52 35.32 0.00 0.00 0.00 UGC07323 8.0 0.58 23.90 3.87 1.43 21.96 0.00 135.84 0.00 UGC07323 8.0 1.17 34.70 3.87 3.24 34.79 0.00 96.51 0.00 UGC07323 8.0 1.75 42.80 3.87 -0.61 43.08 0.00 71.26 0.00 UGC07323 8.0 2.33 51.30 3.87 -3.66 48.67 0.00 55.55 0.00 UGC07323 8.0 2.91 57.70 3.87 9.71 52.39 0.00 42.67 0.00 UGC07323 8.0 3.50 67.30 3.87 13.91 55.75 0.00 35.03 0.00 UGC07323 8.0 4.07 75.40 3.87 18.68 58.69 0.00 28.37 0.00 UGC07323 8.0 4.65 79.50 3.87 24.75 61.08 0.00 21.05 0.00 UGC07323 8.0 5.23 82.80 3.87 27.13 61.82 0.00 14.07 0.00 UGC07323 8.0 5.82 85.60 3.87 28.72 60.87 0.00 9.18 0.00 UGC07399 8.43 0.61 47.30 2.77 2.98 31.89 0.00 131.44 0.00 UGC07399 8.43 1.22 70.40 3.27 8.37 39.00 0.00 39.39 0.00 UGC07399 8.43 1.84 83.70 2.50 14.43 37.15 0.00 17.04 0.00 UGC07399 8.43 2.45 89.10 2.45 17.93 36.43 0.00 13.60 0.00 UGC07399 8.43 3.07 91.70 2.48 20.44 35.90 0.00 7.77 0.00 UGC07399 8.43 3.68 95.10 3.01 21.54 34.58 0.00 5.32 0.00 UGC07399 8.43 4.30 96.90 3.62 21.34 33.94 0.00 4.08 0.00 UGC07399 8.43 4.91 100.00 3.90 23.04 32.94 0.00 2.41 0.00 UGC07399 8.43 5.52 103.00 4.82 25.45 31.60 0.00 1.92 0.00 UGC07399 8.43 6.13 106.00 4.97 25.55 31.05 0.00 1.31 0.00 UGC07524 4.74 0.35 14.40 2.82 -0.61 15.45 0.00 54.27 0.00 UGC07524 4.74 0.69 24.40 3.97 -1.22 17.95 0.00 43.05 0.00 UGC07524 4.74 1.03 29.20 3.26 -2.04 20.19 0.00 30.93 0.00 UGC07524 4.74 1.38 32.90 3.73 -1.72 21.43 0.00 26.57 0.00 UGC07524 4.74 1.72 37.80 3.41 3.47 22.82 0.00 24.96 0.00 UGC07524 4.74 2.07 42.00 3.12 3.53 25.15 0.00 21.49 0.00 UGC07524 4.74 2.41 45.10 2.92 4.13 26.82 0.00 19.73 0.00 UGC07524 4.74 2.76 47.60 2.79 6.88 28.98 0.00 17.35 0.00 UGC07524 4.74 3.10 52.30 2.78 9.39 30.06 0.00 14.95 0.00 UGC07524 4.74 3.45 57.30 2.78 11.99 30.89 0.00 12.04 0.00 UGC07524 4.74 3.79 61.40 2.93 14.78 31.14 0.00 11.79 0.00 UGC07524 4.74 4.14 64.50 3.42 16.87 32.08 0.00 10.85 0.00 UGC07524 4.74 4.48 66.40 4.53 18.27 32.77 0.00 9.51 0.00 UGC07524 4.74 4.82 66.90 5.46 19.32 33.02 0.00 8.75 0.00 UGC07524 4.74 5.17 69.40 4.77 19.78 33.86 0.00 8.46 0.00 UGC07524 4.74 5.51 70.20 4.44 19.55 34.37 0.00 6.93 0.00 UGC07524 4.74 5.86 70.90 4.24 19.78 34.15 0.00 6.35 0.00 UGC07524 4.74 6.20 72.30 4.38 20.48 34.36 0.00 6.28 0.00 UGC07524 4.74 6.55 73.90 3.51 21.53 34.78 0.00 5.87 0.00 UGC07524 4.74 6.89 75.00 3.22 22.81 35.14 0.00 5.48 0.00 UGC07524 4.74 7.25 75.50 3.23 24.09 35.58 0.00 5.16 0.00 UGC07524 4.74 7.58 77.10 2.98 25.37 36.10 0.00 4.85 0.00 UGC07524 4.74 7.94 77.00 2.79 26.77 36.68 0.00 4.42 0.00 UGC07524 4.74 8.27 77.00 2.82 28.28 37.11 0.00 4.01 0.00 UGC07524 4.74 8.63 78.20 2.93 29.91 37.49 0.00 3.56 0.00 UGC07524 4.74 8.97 79.60 3.14 31.07 37.76 0.00 3.14 0.00 UGC07524 4.74 9.30 80.30 3.39 32.12 37.98 0.00 2.76 0.00 UGC07524 4.74 9.66 81.20 3.66 33.05 38.12 0.00 2.36 0.00 UGC07524 4.74 9.99 82.30 3.90 33.75 38.33 0.00 2.09 0.00 UGC07524 4.74 10.35 83.80 4.10 34.21 38.96 0.00 1.89 0.00 UGC07524 4.74 10.69 79.00 2.78 34.56 38.32 0.00 0.00 0.00 UGC07559 4.97 0.36 9.31 3.23 2.82 9.53 0.00 30.89 0.00 UGC07559 4.97 0.72 15.90 3.23 5.91 14.90 0.00 16.96 0.00 UGC07559 4.97 1.08 21.40 3.23 7.85 16.55 0.00 9.00 0.00 UGC07559 4.97 1.45 26.10 3.23 9.57 17.31 0.00 4.91 0.00 UGC07559 4.97 1.80 29.70 3.23 11.59 16.91 0.00 2.03 0.00 UGC07559 4.97 2.17 31.10 3.23 14.33 15.67 0.00 1.39 0.00 UGC07559 4.97 2.53 32.10 3.23 16.45 15.47 0.00 0.00 0.00 UGC07577 2.59 0.19 3.74 3.17 -1.81 3.43 0.00 14.37 0.00 UGC07577 2.59 0.38 5.40 3.17 -1.88 6.16 0.00 13.48 0.00 UGC07577 2.59 0.57 7.31 3.17 1.42 8.66 0.00 11.74 0.00 UGC07577 2.59 0.75 8.85 3.17 4.71 10.45 0.00 8.80 0.00 UGC07577 2.59 0.94 10.70 3.17 5.82 11.68 0.00 6.16 0.00 UGC07577 2.59 1.13 12.40 3.17 6.52 12.49 0.00 4.50 0.00 UGC07577 2.59 1.32 14.10 3.17 7.99 13.06 0.00 2.80 0.00 UGC07577 2.59 1.51 15.90 3.17 8.69 12.91 0.00 1.01 0.00 UGC07577 2.59 1.69 17.80 3.17 9.12 11.87 0.00 0.00 0.00 UGC07603 4.7 0.34 19.60 2.89 4.29 19.73 0.00 106.80 0.00 UGC07603 4.7 0.68 32.50 2.89 6.17 28.00 0.00 66.32 0.00 UGC07603 4.7 1.02 41.90 2.89 5.94 31.57 0.00 28.35 0.00 UGC07603 4.7 1.37 50.60 2.89 8.81 31.98 0.00 17.64 0.00 UGC07603 4.7 1.71 57.00 2.89 15.21 31.44 0.00 8.30 0.00 UGC07603 4.7 2.05 60.50 2.89 17.87 29.65 0.00 4.37 0.00 UGC07603 4.7 2.39 60.50 2.89 17.46 27.89 0.00 2.30 0.00 UGC07603 4.7 2.74 60.00 2.89 15.96 26.14 0.00 1.18 0.00 UGC07603 4.7 3.08 61.50 2.89 15.55 24.58 0.00 0.62 0.00 UGC07603 4.7 3.42 61.50 2.89 16.29 23.19 0.00 0.33 0.00 UGC07603 4.7 3.76 63.00 2.89 16.96 21.99 0.00 0.17 0.00 UGC07603 4.7 4.11 64.00 2.89 17.21 20.84 0.00 0.00 0.00 UGC07608 8.21 0.60 14.60 6.69 4.56 9.68 0.00 17.85 0.00 UGC07608 8.21 1.19 31.50 6.69 6.39 13.08 0.00 8.12 0.00 UGC07608 8.21 1.79 44.80 6.69 9.63 14.81 0.00 5.97 0.00 UGC07608 8.21 2.38 50.60 6.69 13.15 16.52 0.00 4.18 0.00 UGC07608 8.21 2.99 55.60 6.69 14.93 16.97 0.00 2.37 0.00 UGC07608 8.21 3.59 61.40 6.69 18.09 16.51 0.00 1.63 0.00 UGC07608 8.21 4.18 66.00 6.69 21.26 16.39 0.00 1.31 0.00 UGC07608 8.21 4.78 69.30 6.69 24.12 16.26 0.00 1.09 0.00 UGC07690 8.11 0.59 45.30 4.31 4.24 45.76 0.00 180.60 0.00 UGC07690 8.11 1.18 59.80 4.31 11.75 48.85 0.00 41.99 0.00 UGC07690 8.11 1.77 60.70 4.31 15.81 45.20 0.00 16.24 0.00 UGC07690 8.11 2.36 58.80 4.31 19.15 42.05 0.00 6.57 0.00 UGC07690 8.11 2.95 57.90 4.31 20.97 38.14 0.00 2.06 0.00 UGC07690 8.11 3.54 56.90 4.31 21.99 34.50 0.00 0.42 0.00 UGC07690 8.11 4.13 55.90 4.31 22.39 31.16 0.00 0.00 0.00 UGC07866 4.57 0.33 12.20 4.07 3.43 9.04 0.00 34.04 0.00 UGC07866 4.57 0.66 19.40 4.07 3.44 13.22 0.00 17.51 0.00 UGC07866 4.57 1.00 23.90 4.07 5.29 17.22 0.00 11.44 0.00 UGC07866 4.57 1.33 26.00 4.07 8.85 17.50 0.00 5.83 0.00 UGC07866 4.57 1.67 28.20 4.07 11.12 17.11 0.00 3.30 0.00 UGC07866 4.57 2.00 30.60 4.07 13.66 16.29 0.00 2.18 0.00 UGC07866 4.57 2.32 33.10 4.07 14.34 16.35 0.00 1.63 0.00 UGC08286 6.5 0.47 22.20 2.81 -3.85 16.14 0.00 82.49 0.00 UGC08286 6.5 0.95 43.40 3.47 -1.38 24.37 0.00 52.72 0.00 UGC08286 6.5 1.42 60.20 3.04 -0.63 30.01 0.00 40.22 0.00 UGC08286 6.5 1.90 69.60 2.05 8.67 34.64 0.00 31.23 0.00 UGC08286 6.5 2.37 72.50 2.00 11.40 38.52 0.00 22.70 0.00 UGC08286 6.5 2.84 74.30 2.02 11.54 39.29 0.00 15.52 0.00 UGC08286 6.5 3.30 75.80 2.01 12.92 40.32 0.00 11.35 0.00 UGC08286 6.5 3.78 77.20 2.05 16.18 39.87 0.00 7.30 0.00 UGC08286 6.5 4.25 79.30 2.08 18.85 39.64 0.00 4.23 0.00 UGC08286 6.5 4.73 81.30 2.08 23.39 37.47 0.00 2.11 0.00 UGC08286 6.5 5.20 81.60 2.03 23.16 35.37 0.00 1.36 0.00 UGC08286 6.5 5.67 82.10 2.02 23.39 33.69 0.00 0.93 0.00 UGC08286 6.5 6.15 82.90 2.00 22.11 32.23 0.00 0.61 0.00 UGC08286 6.5 6.62 83.20 2.00 22.46 30.90 0.00 0.37 0.00 UGC08286 6.5 7.10 83.50 2.02 26.07 29.56 0.00 0.21 0.00 UGC08286 6.5 7.57 83.80 2.00 25.72 28.40 0.00 0.17 0.00 UGC08286 6.5 8.04 84.30 2.00 26.30 27.44 0.00 0.12 0.00 UGC08490 4.65 0.34 38.80 3.69 0.91 27.87 0.00 246.74 0.00 UGC08490 4.65 0.68 50.10 3.69 7.10 39.52 0.00 115.82 0.00 UGC08490 4.65 1.02 60.20 3.69 10.23 44.52 0.00 75.75 0.00 UGC08490 4.65 1.36 68.20 3.69 12.18 46.26 0.00 41.22 0.00 UGC08490 4.65 1.69 72.80 3.69 14.42 45.80 0.00 27.51 0.00 UGC08490 4.65 2.03 75.30 3.69 15.29 45.05 0.00 15.53 0.00 UGC08490 4.65 2.37 76.60 3.69 18.41 43.11 0.00 9.72 0.00 UGC08490 4.65 2.70 77.60 3.69 20.65 41.20 0.00 6.89 0.00 UGC08490 4.65 3.05 78.50 3.69 21.24 39.62 0.00 4.81 0.00 UGC08490 4.65 3.38 78.20 3.69 22.11 38.18 0.00 3.48 0.00 UGC08490 4.65 3.72 78.80 3.69 23.77 36.93 0.00 2.42 0.00 UGC08490 4.65 4.06 79.20 3.69 25.04 35.68 0.00 1.42 0.00 UGC08490 4.65 4.39 79.20 3.69 24.74 34.20 0.00 0.59 0.00 UGC08490 4.65 4.74 79.20 3.69 24.74 32.41 0.00 0.26 0.00 UGC08490 4.65 5.08 78.80 3.69 23.87 31.05 0.00 0.18 0.00 UGC08490 4.65 5.41 78.50 3.69 22.31 29.85 0.00 0.11 0.00 UGC08490 4.65 5.75 80.10 3.69 22.60 28.79 0.00 0.07 0.00 UGC08490 4.65 6.09 80.10 3.69 23.18 27.84 0.00 0.04 0.00 UGC08490 4.65 6.42 80.10 3.69 22.99 26.98 0.00 0.02 0.00 UGC08490 4.65 6.77 80.10 3.69 22.99 26.18 0.00 0.01 0.00 UGC08490 4.65 7.11 79.80 3.69 22.80 25.47 0.00 0.01 0.00 UGC08490 4.65 7.44 79.80 3.69 23.87 24.82 0.00 0.01 0.00 UGC08490 4.65 7.78 79.50 3.69 24.06 24.22 0.00 0.00 0.00 UGC08490 4.65 8.12 79.50 3.69 22.89 23.66 0.00 0.00 0.00 UGC08490 4.65 8.46 78.80 3.69 23.09 23.15 0.00 0.00 0.00 UGC08490 4.65 8.80 77.90 3.69 23.38 22.65 0.00 0.00 0.00 UGC08490 4.65 9.13 77.20 3.69 22.80 22.21 0.00 0.00 0.00 UGC08490 4.65 9.47 77.60 3.69 22.21 21.79 0.00 0.00 0.00 UGC08490 4.65 9.77 76.60 3.69 22.21 21.43 0.00 0.00 0.00 UGC08490 4.65 10.15 77.60 3.69 22.50 21.00 0.00 0.00 0.00 UGC08550 6.7 0.49 25.00 2.04 3.42 17.04 0.00 58.85 0.00 UGC08550 6.7 0.97 42.50 2.70 4.10 26.70 0.00 34.44 0.00 UGC08550 6.7 1.47 48.00 2.15 10.21 28.91 0.00 12.10 0.00 UGC08550 6.7 1.95 49.20 2.08 12.59 27.91 0.00 4.42 0.00 UGC08550 6.7 2.44 50.40 2.06 13.04 24.63 0.00 0.90 0.00 UGC08550 6.7 2.92 51.60 2.04 12.14 22.08 0.00 0.36 0.00 UGC08550 6.7 3.41 53.20 2.00 13.38 20.22 0.00 0.14 0.00 UGC08550 6.7 3.89 55.10 2.05 14.95 18.69 0.00 0.05 0.00 UGC08550 6.7 4.39 57.80 2.24 18.33 17.42 0.00 0.02 0.00 UGC08550 6.7 4.88 57.30 2.00 21.25 16.40 0.00 0.01 0.00 UGC08550 6.7 5.36 57.50 2.00 22.04 15.57 0.00 0.00 0.00 UGC08699 39.3 0.22 152.00 39.40 0.62 26.39 158.03 1284.41 17156.50 UGC08699 39.3 0.43 167.00 32.90 1.83 47.21 231.80 1125.76 7720.07 UGC08699 39.3 0.65 179.00 20.90 2.76 65.47 250.59 980.53 2738.14 UGC08699 39.3 0.87 188.00 15.70 3.59 80.81 244.02 854.03 1058.70 UGC08699 39.3 1.08 195.00 10.60 4.38 93.20 231.39 748.54 443.76 UGC08699 39.3 1.31 199.00 8.88 5.12 104.66 217.32 647.89 128.19 UGC08699 39.3 1.52 202.00 4.40 5.84 113.51 203.82 567.07 14.44 UGC08699 39.3 1.73 202.00 2.30 6.53 120.80 191.40 494.29 1.36 UGC08699 39.3 1.96 202.00 3.38 7.20 127.95 179.83 433.23 0.10 UGC08699 39.3 2.17 200.00 4.47 7.85 133.72 170.88 374.57 0.01 UGC08699 39.3 2.39 196.00 2.88 8.49 138.13 162.54 305.03 0.00 UGC08699 39.3 2.60 193.00 3.32 9.10 140.07 156.06 243.47 0.00 UGC08699 39.3 2.83 189.00 2.21 9.69 139.86 149.58 190.61 0.00 UGC08699 39.3 3.04 184.00 14.00 10.26 138.24 144.32 155.50 0.00 UGC08699 39.3 5.87 170.00 5.45 16.97 124.36 103.86 85.65 0.00 UGC08699 39.3 6.08 172.00 6.66 17.59 125.28 102.05 83.33 0.00 UGC08699 39.3 6.30 174.00 3.96 18.32 126.27 100.25 80.59 0.00 UGC08699 39.3 6.52 176.00 5.18 18.94 127.31 98.55 77.61 0.00 UGC08699 39.3 6.74 178.00 3.04 19.56 128.27 96.92 74.35 0.00 UGC08699 39.3 6.95 180.00 2.75 20.18 129.11 95.45 71.73 0.00 UGC08699 39.3 7.16 182.00 2.34 20.90 130.08 94.04 69.78 0.00 UGC08699 39.3 7.39 183.00 3.39 21.52 131.37 92.56 68.08 0.00 UGC08699 39.3 7.60 184.00 7.58 22.25 132.89 91.28 66.23 0.00 UGC08699 39.3 7.82 185.00 6.08 22.97 134.56 89.98 63.37 0.00 UGC08699 39.3 8.03 186.00 6.73 23.70 136.18 88.80 60.28 0.00 UGC08699 39.3 8.26 187.00 6.83 24.42 137.94 87.55 56.45 0.00 UGC08699 39.3 8.47 187.00 6.11 25.15 139.40 86.46 52.04 0.00 UGC08699 39.3 8.68 188.00 4.78 25.77 140.55 85.41 47.02 0.00 UGC08699 39.3 8.91 188.00 4.14 26.49 141.30 84.30 40.84 0.00 UGC08699 39.3 9.53 187.00 5.93 28.25 140.15 81.51 26.78 0.00 UGC08699 39.3 9.78 187.00 7.63 28.97 138.99 80.46 22.33 0.00 UGC08699 39.3 9.99 186.00 7.89 29.60 137.71 79.61 18.95 0.00 UGC08699 39.3 10.21 186.00 9.86 30.11 136.12 78.75 16.15 0.00 UGC08699 39.3 11.46 182.00 2.51 33.53 126.50 74.33 7.76 0.00 UGC08699 39.3 13.39 177.00 3.62 37.77 114.46 68.77 4.20 0.00 UGC08699 39.3 15.21 175.00 6.71 39.12 106.58 64.52 2.60 0.00 UGC08699 39.3 17.13 177.00 6.13 39.12 99.72 60.80 1.56 0.00 UGC08699 39.3 19.06 180.00 3.95 39.01 94.00 57.64 1.03 0.00 UGC08699 39.3 20.99 181.00 4.46 38.70 89.28 54.92 0.79 0.00 UGC08699 39.3 22.92 182.00 7.09 37.05 85.64 52.56 0.50 0.00 UGC08699 39.3 25.70 183.00 7.49 34.05 80.57 49.64 0.18 0.00 UGC08837 7.21 0.52 7.31 2.12 -3.67 11.19 0.00 32.26 0.00 UGC08837 7.21 1.05 14.60 2.05 -4.64 16.58 0.00 21.96 0.00 UGC08837 7.21 1.57 21.00 2.05 2.40 20.63 0.00 16.46 0.00 UGC08837 7.21 2.09 28.10 2.06 12.60 23.82 0.00 11.70 0.00 UGC08837 7.21 2.63 35.30 2.50 16.76 25.79 0.00 8.74 0.00 UGC08837 7.21 3.15 43.00 3.38 17.12 27.83 0.00 5.69 0.00 UGC08837 7.21 3.68 46.60 3.15 20.09 26.92 0.00 2.58 0.00 UGC08837 7.21 4.20 48.00 3.00 22.95 25.81 0.00 1.25 0.00 UGC09037 83.6 2.43 62.20 5.69 10.89 136.53 0.00 402.36 0.00 UGC09037 83.6 3.65 88.20 3.85 14.29 148.10 0.00 235.20 0.00 UGC09037 83.6 4.86 107.00 4.42 16.72 150.72 0.00 147.30 0.00 UGC09037 83.6 6.08 120.00 3.93 25.95 151.05 0.00 121.61 0.00 UGC09037 83.6 7.29 124.00 5.15 32.85 157.64 0.00 90.72 0.00 UGC09037 83.6 8.51 128.00 4.29 38.20 155.32 0.00 62.19 0.00 UGC09037 83.6 9.73 133.00 5.36 40.33 153.04 0.00 48.99 0.00 UGC09037 83.6 10.96 138.00 6.78 39.17 152.74 0.00 39.66 0.00 UGC09037 83.6 12.19 143.00 6.42 46.36 150.89 0.00 25.26 0.00 UGC09037 83.6 13.41 146.00 5.40 53.75 145.59 0.00 18.66 0.00 UGC09037 83.6 14.55 148.00 4.50 56.66 141.61 0.00 14.96 0.00 UGC09037 83.6 15.78 154.00 4.46 60.84 137.81 0.00 10.66 0.00 UGC09037 83.6 17.00 158.00 4.02 62.11 133.01 0.00 7.68 0.00 UGC09037 83.6 18.23 159.00 5.07 60.94 128.36 0.00 5.88 0.00 UGC09037 83.6 19.46 160.00 7.33 60.06 123.99 0.00 4.69 0.00 UGC09037 83.6 20.69 158.00 7.82 64.05 120.09 0.00 3.96 0.00 UGC09037 83.6 21.92 155.00 8.07 63.17 117.00 0.00 3.38 0.00 UGC09037 83.6 23.14 156.00 7.93 61.23 113.92 0.00 2.58 0.00 UGC09037 83.6 24.28 154.00 9.09 62.40 110.72 0.00 2.11 0.00 UGC09037 83.6 25.51 150.00 13.40 60.16 107.64 0.00 1.93 0.00 UGC09037 83.6 26.73 141.00 20.10 64.54 105.08 0.00 1.77 0.00 UGC09037 83.6 27.96 152.00 16.00 66.58 102.79 0.00 1.67 0.00 UGC09133 57.1 0.32 284.00 34.70 -3.24 26.79 189.88 1402.59 19827.42 UGC09133 57.1 0.63 282.00 18.80 -2.41 50.47 292.13 1303.47 10165.91 UGC09133 57.1 0.95 281.00 12.60 -0.21 72.14 320.60 1208.50 5354.80 UGC09133 57.1 1.26 280.00 10.60 2.45 90.82 326.59 1123.10 3300.36 UGC09133 57.1 1.58 280.00 10.80 3.54 108.12 325.90 1041.27 2103.94 UGC09133 57.1 1.89 279.00 7.67 4.40 123.29 320.40 967.69 1429.43 UGC09133 57.1 2.21 279.00 11.20 5.23 137.43 313.32 897.18 1006.49 UGC09133 57.1 2.52 279.00 4.45 6.01 149.84 305.50 833.78 748.35 UGC09133 57.1 2.84 279.00 5.03 6.75 161.33 297.22 773.03 612.35 UGC09133 57.1 3.15 279.00 4.26 7.48 171.56 290.70 718.39 534.72 UGC09133 57.1 3.47 279.00 4.14 8.19 181.11 286.88 666.05 422.40 UGC09133 57.1 3.79 279.00 5.73 8.90 189.80 283.42 617.52 288.59 UGC09133 57.1 4.10 280.00 4.52 9.60 197.34 279.37 573.89 189.15 UGC09133 57.1 4.42 280.00 4.86 10.25 204.41 274.03 532.06 95.70 UGC09133 57.1 4.73 280.00 1.59 10.97 210.60 267.50 487.58 49.26 UGC09133 57.1 5.05 281.00 1.85 11.69 215.35 260.40 441.24 24.96 UGC09133 57.1 5.36 282.00 4.81 12.31 218.91 253.49 408.32 12.96 UGC09133 57.1 5.68 282.00 20.30 13.02 222.04 246.69 380.67 6.52 UGC09133 57.1 5.99 283.00 12.80 13.74 224.98 240.45 359.58 3.40 UGC09133 57.1 6.31 284.00 8.08 14.46 228.22 234.35 341.54 1.71 UGC09133 57.1 6.62 284.00 7.81 15.07 231.93 228.92 326.70 0.89 UGC09133 57.1 6.94 285.00 10.40 15.79 235.94 223.68 306.23 0.45 UGC09133 57.1 7.57 286.00 6.82 17.23 242.45 214.14 257.47 0.12 UGC09133 57.1 7.89 287.00 13.40 17.95 243.91 209.75 227.66 0.06 UGC09133 57.1 8.20 287.00 10.50 18.77 244.06 205.73 209.07 0.03 UGC09133 57.1 8.31 288.00 2.93 18.97 244.14 204.35 204.24 0.02 UGC09133 57.1 8.52 288.00 5.58 19.59 244.43 201.86 197.13 0.02 UGC09133 57.1 8.83 288.00 5.74 20.30 245.34 198.26 187.41 0.01 UGC09133 57.1 9.15 288.00 7.00 21.12 245.90 194.78 171.33 0.00 UGC09133 57.1 9.78 289.00 12.70 22.56 245.25 188.37 138.98 0.00 UGC09133 57.1 10.10 289.00 3.89 23.18 244.00 185.30 127.27 0.00 UGC09133 57.1 11.04 288.00 5.02 25.23 239.18 177.32 102.81 0.00 UGC09133 57.1 11.36 288.00 3.39 25.74 237.64 174.80 97.25 0.00 UGC09133 57.1 11.67 288.00 10.70 26.35 236.26 172.47 92.94 0.00 UGC09133 57.1 13.57 285.00 4.07 29.02 230.28 159.94 69.68 0.00 UGC09133 57.1 13.88 284.00 8.92 29.38 229.01 158.15 65.64 0.00 UGC09133 57.1 14.20 284.00 5.69 29.84 228.03 156.35 61.84 0.00 UGC09133 57.1 16.61 278.00 9.14 32.61 219.86 144.57 45.35 0.00 UGC09133 57.1 19.35 273.00 6.10 35.69 212.46 133.94 26.39 0.00 UGC09133 57.1 22.19 269.00 2.26 39.89 201.82 125.08 19.60 0.00 UGC09133 57.1 24.92 265.00 1.32 44.61 194.49 118.03 14.04 0.00 UGC09133 57.1 27.66 262.00 3.15 49.22 187.22 112.03 9.81 0.00 UGC09133 57.1 30.50 257.00 4.71 51.48 179.93 106.69 6.71 0.00 UGC09133 57.1 33.23 252.00 4.96 51.89 173.14 102.21 4.38 0.00 UGC09133 57.1 35.96 247.00 2.58 50.25 166.11 98.25 2.89 0.00 UGC09133 57.1 38.80 242.00 2.52 48.30 159.33 94.59 1.90 0.00 UGC09133 57.1 41.54 238.00 2.30 47.17 153.43 91.42 1.28 0.00 UGC09133 57.1 44.27 235.00 0.63 47.68 147.95 88.55 0.87 0.00 UGC09133 57.1 47.11 236.00 1.40 49.73 142.73 85.84 0.58 0.00 UGC09133 57.1 49.84 239.00 2.07 50.56 138.21 83.46 0.39 0.00 UGC09133 57.1 52.58 242.00 2.63 49.43 133.98 81.25 0.26 0.00 UGC09133 57.1 55.42 245.00 1.64 49.12 129.96 79.14 0.18 0.00 UGC09133 57.1 58.15 247.00 1.31 50.56 126.43 77.26 0.12 0.00 UGC09133 57.1 60.89 246.00 2.14 53.22 123.20 75.51 0.08 0.00 UGC09133 57.1 63.62 243.00 4.00 53.84 120.17 73.87 0.05 0.00 UGC09133 57.1 66.46 239.00 4.67 53.63 117.27 72.27 0.04 0.00 UGC09133 57.1 69.19 234.00 5.12 53.12 114.70 70.83 0.02 0.00 UGC09133 57.1 71.93 230.00 2.10 53.02 112.26 69.47 0.02 0.00 UGC09133 57.1 74.77 228.00 1.32 53.32 109.91 68.14 0.01 0.00 UGC09133 57.1 77.50 228.00 1.60 54.04 107.81 66.93 0.01 0.00 UGC09133 57.1 80.23 227.00 3.16 54.66 105.81 65.78 0.01 0.00 UGC09133 57.1 83.07 226.00 3.48 54.96 103.86 64.64 0.00 0.00 UGC09133 57.1 85.81 224.00 3.71 54.86 102.09 63.60 0.00 0.00 UGC09133 57.1 88.54 222.00 1.49 54.35 100.40 62.62 0.00 0.00 UGC09133 57.1 91.38 222.00 1.18 53.73 98.74 61.64 0.00 0.00 UGC09133 57.1 94.12 224.00 1.22 53.22 97.22 60.73 0.00 0.00 UGC09133 57.1 99.69 227.00 2.80 52.91 94.34 59.01 0.00 0.00 UGC09133 57.1 108.31 229.00 4.12 51.38 90.37 56.61 0.00 0.00 UGC09992 10.7 0.78 28.10 5.66 6.39 20.31 0.00 36.38 0.00 UGC09992 10.7 1.55 31.30 5.66 10.35 23.49 0.00 10.22 0.00 UGC09992 10.7 2.34 33.00 5.66 14.50 22.94 0.00 4.68 0.00 UGC09992 10.7 3.12 33.40 5.66 17.55 22.52 0.00 2.51 0.00 UGC09992 10.7 3.89 34.30 5.66 17.55 22.05 0.00 1.24 0.00 UGC10310 15.2 1.10 33.20 5.06 3.45 21.28 0.00 48.94 0.00 UGC10310 15.2 2.21 54.60 5.06 6.51 35.54 0.00 27.59 0.00 UGC10310 15.2 3.31 65.70 5.06 11.85 39.59 0.00 15.03 0.00 UGC10310 15.2 4.42 69.20 5.06 18.75 38.75 0.00 7.39 0.00 UGC10310 15.2 5.52 70.90 5.06 26.75 39.10 0.00 4.76 0.00 UGC10310 15.2 6.64 72.40 5.06 30.80 37.98 0.00 2.41 0.00 UGC10310 15.2 7.74 73.20 5.06 30.90 35.45 0.00 0.00 0.00 UGC11455 78.6 0.62 35.10 4.01 0.82 71.20 0.00 1873.58 0.00 UGC11455 78.6 1.23 64.60 4.19 1.00 112.64 0.00 1393.40 0.00 UGC11455 78.6 1.83 80.10 6.32 2.09 139.71 0.00 1127.85 0.00 UGC11455 78.6 2.47 113.00 10.40 3.39 159.08 0.00 925.97 0.00 UGC11455 78.6 3.08 136.00 7.59 2.17 171.23 0.00 805.41 0.00 UGC11455 78.6 3.68 150.00 7.75 0.18 180.90 0.00 736.52 0.00 UGC11455 78.6 4.32 171.00 9.19 0.00 190.21 0.00 674.92 0.00 UGC11455 78.6 4.91 192.00 9.16 0.20 198.61 0.00 662.92 0.00 UGC11455 78.6 5.53 197.00 9.96 0.20 213.09 0.00 650.45 0.00 UGC11455 78.6 6.17 195.00 12.40 0.00 230.24 0.00 650.00 0.00 UGC11455 78.6 6.78 196.00 7.09 0.58 253.17 0.00 639.70 0.00 UGC11455 78.6 7.38 216.00 5.99 2.58 275.53 0.00 565.76 0.00 UGC11455 78.6 8.00 225.00 5.24 0.00 287.96 0.00 471.02 0.00 UGC11455 78.6 8.62 240.00 6.15 0.00 290.86 0.00 408.20 0.00 UGC11455 78.6 9.23 247.00 4.37 7.92 295.63 0.00 389.51 0.00 UGC11455 78.6 9.85 254.00 6.48 16.06 302.10 0.00 358.51 0.00 UGC11455 78.6 10.43 257.00 7.41 21.24 307.81 0.00 328.15 0.00 UGC11455 78.6 11.05 273.00 5.38 23.48 312.49 0.00 295.55 0.00 UGC11455 78.6 11.67 272.00 5.98 24.19 316.07 0.00 269.20 0.00 UGC11455 78.6 12.19 270.00 20.90 23.78 319.44 0.00 249.24 0.00 UGC11455 78.6 12.91 279.00 9.40 22.46 323.20 0.00 220.87 0.00 UGC11455 78.6 14.56 287.00 10.80 23.48 326.62 0.00 154.04 0.00 UGC11455 78.6 16.63 291.00 10.00 24.49 316.26 0.00 98.46 0.00 UGC11455 78.6 17.77 286.00 9.67 24.49 310.12 0.00 85.89 0.00 UGC11455 78.6 18.49 288.00 6.96 26.12 307.21 0.00 77.89 0.00 UGC11455 78.6 20.24 289.00 6.63 41.26 301.54 0.00 61.63 0.00 UGC11455 78.6 22.62 288.00 10.00 55.90 294.39 0.00 42.20 0.00 UGC11455 78.6 24.89 269.00 8.23 53.66 286.32 0.00 25.35 0.00 UGC11455 78.6 27.06 267.00 7.11 52.14 273.02 0.00 13.51 0.00 UGC11455 78.6 29.13 272.00 5.36 47.05 261.41 0.00 8.93 0.00 UGC11455 78.6 31.30 274.00 5.78 45.53 250.43 0.00 5.08 0.00 UGC11455 78.6 33.46 259.00 5.81 50.92 239.85 0.00 2.15 0.00 UGC11455 78.6 35.53 272.00 6.69 49.39 229.51 0.00 0.60 0.00 UGC11455 78.6 37.70 274.00 6.39 46.04 219.93 0.00 0.46 0.00 UGC11455 78.6 39.87 272.00 5.59 49.19 212.13 0.00 0.19 0.00 UGC11455 78.6 41.93 266.00 8.82 49.09 205.47 0.00 0.00 0.00 UGC11557 24.2 0.33 4.00 7.90 1.71 21.94 0.00 329.26 0.00 UGC11557 24.2 0.99 17.00 8.60 2.41 47.32 0.00 226.54 0.00 UGC11557 24.2 1.76 33.30 7.90 -7.34 59.39 0.00 158.62 0.00 UGC11557 24.2 2.42 44.90 10.50 -10.59 70.77 0.00 134.99 0.00 UGC11557 24.2 3.19 53.00 7.90 0.97 81.19 0.00 93.50 0.00 UGC11557 24.2 3.85 60.80 7.90 9.74 83.68 0.00 70.65 0.00 UGC11557 24.2 4.62 69.00 7.90 11.43 87.03 0.00 55.35 0.00 UGC11557 24.2 5.28 76.60 7.90 16.36 90.49 0.00 49.76 0.00 UGC11557 24.2 5.94 85.00 7.90 17.72 93.96 0.00 36.24 0.00 UGC11557 24.2 7.04 78.10 6.70 24.54 93.48 0.00 19.51 0.00 UGC11557 24.2 8.80 81.60 6.70 35.45 87.18 0.00 7.06 0.00 UGC11557 24.2 10.56 84.50 6.70 33.35 79.10 0.00 1.49 0.00 UGC11820 18.1 0.26 16.00 5.09 -0.43 8.55 0.00 76.79 0.00 UGC11820 18.1 0.44 18.90 4.44 1.29 13.84 0.00 73.61 0.00 UGC11820 18.1 0.61 25.80 3.36 1.97 18.20 0.00 57.73 0.00 UGC11820 18.1 0.79 35.80 3.79 2.55 21.35 0.00 46.68 0.00 UGC11820 18.1 1.01 44.10 7.91 3.22 24.45 0.00 34.99 0.00 UGC11820 18.1 5.26 59.65 0.98 17.11 26.68 0.00 1.91 0.00 UGC11820 18.1 7.91 69.15 1.23 28.49 24.35 0.00 0.98 0.00 UGC11820 18.1 10.52 76.95 0.54 35.70 21.40 0.00 0.18 0.00 UGC11820 18.1 13.14 81.25 0.73 35.45 18.93 0.00 0.05 0.00 UGC11820 18.1 15.82 84.45 1.31 35.37 17.02 0.00 0.00 0.00 UGC11914 16.9 0.28 168.00 49.70 0.42 42.14 211.56 2455.96 12097.58 UGC11914 16.9 0.37 187.00 40.20 0.61 53.98 220.85 2366.93 9071.84 UGC11914 16.9 0.47 204.00 26.90 0.79 66.33 227.40 2271.79 7025.23 UGC11914 16.9 0.56 218.00 23.50 0.96 76.79 231.50 2189.44 5778.11 UGC11914 16.9 0.65 232.00 8.63 1.14 86.68 234.01 2110.07 4930.85 UGC11914 16.9 0.75 243.00 4.97 1.31 97.06 236.69 2025.25 4308.68 UGC11914 16.9 0.84 253.00 3.65 1.48 105.90 240.47 1951.84 3831.00 UGC11914 16.9 0.93 262.00 2.86 1.66 114.28 245.03 1881.09 3289.15 UGC11914 16.9 1.03 269.00 3.80 1.83 123.11 249.19 1805.48 2710.31 UGC11914 16.9 1.12 275.00 5.39 2.00 130.64 251.82 1740.03 2281.17 UGC11914 16.9 1.21 280.00 5.01 2.17 137.79 253.43 1676.95 1896.93 UGC11914 16.9 1.30 284.00 10.00 2.33 144.60 253.93 1616.16 1591.52 UGC11914 16.9 1.41 287.00 6.59 2.50 152.47 253.45 1544.84 1300.30 UGC11914 16.9 1.50 289.00 3.56 2.66 158.56 252.44 1488.85 1111.18 UGC11914 16.9 1.59 290.00 6.13 2.82 164.36 251.04 1434.87 947.25 UGC11914 16.9 1.68 291.00 10.20 2.97 169.88 249.18 1382.86 815.68 UGC11914 16.9 1.78 292.00 8.61 3.12 175.70 246.75 1327.26 702.47 UGC11914 16.9 1.87 292.00 11.20 3.26 180.66 244.32 1279.15 628.74 UGC11914 16.9 1.96 291.00 5.15 3.39 185.38 241.92 1232.78 572.76 UGC11914 16.9 2.05 291.00 4.92 3.50 189.88 239.71 1188.09 519.08 UGC11914 16.9 2.16 291.00 9.32 3.61 195.08 237.06 1135.66 458.42 UGC11914 16.9 2.25 290.00 7.19 3.70 199.10 234.93 1094.49 420.15 UGC11914 16.9 2.34 290.00 12.20 3.76 202.92 232.89 1054.80 389.55 UGC11914 16.9 2.43 290.00 7.94 3.79 206.55 231.12 1016.61 360.37 UGC11914 16.9 2.46 290.00 5.16 3.79 207.71 230.63 1004.15 346.65 UGC11914 16.9 2.53 290.00 3.56 3.79 210.36 229.44 975.69 317.07 UGC11914 16.9 2.62 290.00 3.79 3.80 213.61 227.90 940.34 283.46 UGC11914 16.9 2.71 290.00 5.65 3.81 216.71 226.55 906.26 244.45 UGC11914 16.9 2.80 290.00 9.38 3.84 219.64 225.09 873.37 204.32 UGC11914 16.9 2.99 290.00 10.60 3.94 225.37 221.46 807.89 139.93 UGC11914 16.9 3.28 291.00 15.30 4.12 233.01 215.11 716.23 77.11 UGC11914 16.9 3.74 292.00 18.80 4.56 241.64 204.42 581.87 29.88 UGC11914 16.9 3.83 292.00 15.20 4.69 242.91 202.36 560.67 24.89 UGC11914 16.9 4.02 292.00 19.80 5.12 245.41 198.15 516.93 16.81 UGC11914 16.9 4.09 292.00 2.40 5.35 246.19 196.62 500.74 14.54 UGC11914 16.9 4.12 292.00 9.00 5.40 246.51 195.97 493.88 13.67 UGC11914 16.9 4.30 291.00 8.71 6.12 248.01 192.16 453.79 9.51 UGC11914 16.9 4.39 291.00 7.92 6.56 248.54 190.25 435.97 7.86 UGC11914 16.9 4.49 291.00 8.84 7.04 249.06 188.24 417.35 6.39 UGC11914 16.9 4.58 290.00 4.20 7.58 249.41 186.48 401.66 5.31 UGC11914 16.9 4.87 289.00 10.60 9.59 250.14 181.04 356.31 2.93 UGC11914 16.9 4.91 288.00 2.26 10.06 250.19 180.31 350.52 2.69 UGC11914 16.9 4.96 288.00 6.97 10.42 250.25 179.41 343.49 2.43 UGC11914 16.9 5.05 287.00 3.23 11.18 250.32 177.88 331.38 2.02 UGC11914 16.9 5.14 287.00 10.20 12.03 250.34 176.33 319.97 1.69 UGC11914 16.9 5.24 286.00 10.30 12.78 250.33 174.68 307.99 1.37 UGC11914 16.9 5.33 286.00 17.80 13.42 250.26 173.23 297.78 1.14 UGC11914 16.9 5.42 285.00 11.40 14.16 250.17 171.83 288.19 0.94 UGC11914 16.9 5.51 285.00 12.00 14.91 250.09 170.39 279.23 0.78 UGC11914 16.9 5.61 284.00 4.03 15.66 250.01 168.90 270.01 0.64 UGC11914 16.9 5.71 284.00 4.73 16.40 249.99 167.49 261.54 0.52 UGC11914 16.9 5.80 283.00 6.44 17.15 249.96 166.22 253.28 0.43 UGC11914 16.9 5.89 283.00 4.96 17.89 249.90 164.93 245.26 0.36 UGC11914 16.9 5.98 283.00 5.37 18.64 249.84 163.71 237.48 0.30 UGC11914 16.9 6.08 283.00 11.00 19.38 249.76 162.34 229.11 0.24 UGC11914 16.9 6.15 283.00 1.14 20.02 249.70 161.44 223.42 0.21 UGC11914 16.9 6.17 283.00 17.30 20.24 249.69 161.19 221.83 0.20 UGC11914 16.9 6.26 283.00 7.94 21.09 249.61 160.00 214.79 0.17 UGC11914 16.9 6.35 283.00 18.30 21.83 249.49 158.86 207.63 0.14 UGC11914 16.9 6.73 284.00 10.50 24.60 248.66 154.26 178.26 0.06 UGC11914 16.9 6.83 284.00 9.37 25.24 248.30 153.14 170.86 0.05 UGC11914 16.9 6.92 285.00 12.90 25.88 247.92 152.15 164.37 0.04 UGC11914 16.9 7.37 288.00 1.24 28.33 245.58 147.41 136.76 0.02 UGC11914 16.9 8.60 297.00 2.13 31.20 235.09 136.47 77.68 0.00 UGC11914 16.9 9.83 305.00 5.07 29.29 222.03 127.66 54.07 0.00 UGC12506 100.6 0.82 107.00 25.60 8.12 32.70 0.00 413.25 0.00 UGC12506 100.6 2.46 159.00 26.50 22.67 79.76 0.00 306.20 0.00 UGC12506 100.6 4.10 194.00 13.90 31.68 107.57 0.00 228.25 0.00 UGC12506 100.6 5.74 198.00 14.60 34.72 124.14 0.00 177.01 0.00 UGC12506 100.6 7.38 211.00 13.20 31.78 137.60 0.00 158.86 0.00 UGC12506 100.6 9.02 222.00 13.60 23.89 155.68 0.00 132.54 0.00 UGC12506 100.6 10.65 230.00 11.60 14.68 168.58 0.00 103.66 0.00 UGC12506 100.6 12.29 239.00 11.60 14.98 175.29 0.00 76.77 0.00 UGC12506 100.6 13.93 237.00 11.60 26.72 175.91 0.00 57.94 0.00 UGC12506 100.6 15.57 240.00 11.60 39.88 176.17 0.00 46.35 0.00 UGC12506 100.6 17.21 245.00 11.60 50.51 175.33 0.00 35.14 0.00 UGC12506 100.6 18.85 249.00 11.60 57.09 172.30 0.00 26.49 0.00 UGC12506 100.6 20.49 248.00 11.60 60.02 168.12 0.00 20.79 0.00 UGC12506 100.6 22.13 250.00 11.60 60.43 164.68 0.00 17.20 0.00 UGC12506 100.6 23.77 255.00 11.60 58.91 161.19 0.00 13.63 0.00 UGC12506 100.6 25.41 244.00 14.90 57.29 157.33 0.00 11.03 0.00 UGC12506 100.6 27.05 244.00 11.60 58.00 153.64 0.00 9.00 0.00 UGC12506 100.6 28.68 249.00 11.60 61.94 149.77 0.00 7.43 0.00 UGC12506 100.6 30.32 251.00 11.60 65.99 146.07 0.00 6.46 0.00 UGC12506 100.6 31.96 249.00 11.60 67.21 143.32 0.00 5.72 0.00 UGC12506 100.6 33.60 244.00 12.90 64.98 140.67 0.00 4.88 0.00 UGC12506 100.6 35.24 239.00 16.20 62.25 138.00 0.00 4.23 0.00 UGC12506 100.6 36.88 238.00 18.40 61.64 135.58 0.00 3.76 0.00 UGC12506 100.6 38.52 241.00 24.90 63.36 133.60 0.00 3.31 0.00 UGC12506 100.6 40.16 237.00 23.00 64.98 131.71 0.00 2.88 0.00 UGC12506 100.6 41.80 228.00 14.00 64.88 130.03 0.00 2.53 0.00 UGC12506 100.6 43.44 233.00 16.90 63.87 129.69 0.00 2.26 0.00 UGC12506 100.6 45.08 233.00 13.70 64.47 130.42 0.00 0.00 0.00 UGC12506 100.6 46.71 230.00 11.60 69.03 123.79 0.00 0.00 0.00 UGC12506 100.6 48.35 226.00 11.60 76.21 119.55 0.00 0.00 0.00 UGC12506 100.6 49.99 225.00 11.60 82.59 116.42 0.00 0.00 0.00 UGC12632 9.77 0.71 24.10 7.55 0.75 14.22 0.00 33.37 0.00 UGC12632 9.77 1.42 33.60 5.02 2.55 19.97 0.00 21.72 0.00 UGC12632 9.77 2.14 44.80 3.38 7.39 23.97 0.00 15.26 0.00 UGC12632 9.77 2.85 54.40 2.90 10.70 26.52 0.00 10.49 0.00 UGC12632 9.77 3.55 57.40 2.89 12.26 27.06 0.00 8.02 0.00 UGC12632 9.77 4.26 61.40 3.44 12.02 28.45 0.00 6.75 0.00 UGC12632 9.77 4.97 63.80 3.64 14.16 29.24 0.00 4.61 0.00 UGC12632 9.77 5.69 65.50 3.82 15.95 29.30 0.00 4.19 0.00 UGC12632 9.77 6.40 67.60 3.54 18.56 30.76 0.00 2.51 0.00 UGC12632 9.77 7.11 69.20 2.91 22.61 29.42 0.00 1.98 0.00 UGC12632 9.77 7.82 70.30 2.79 26.30 28.80 0.00 1.14 0.00 UGC12632 9.77 8.52 71.40 2.93 28.44 27.59 0.00 1.10 0.00 UGC12632 9.77 9.25 73.20 3.00 29.27 27.31 0.00 0.81 0.00 UGC12632 9.77 9.95 73.00 2.81 30.70 26.87 0.00 0.61 0.00 UGC12632 9.77 10.66 73.10 2.79 31.41 26.73 0.00 0.00 0.00 UGC12732 13.2 0.96 34.20 3.32 1.81 20.68 0.00 44.60 0.00 UGC12732 13.2 1.92 49.50 4.60 -7.24 30.32 0.00 24.65 0.00 UGC12732 13.2 2.88 59.90 4.38 -2.56 33.18 0.00 15.63 0.00 UGC12732 13.2 3.84 65.30 4.31 8.12 35.24 0.00 8.99 0.00 UGC12732 13.2 4.80 69.80 3.83 11.30 34.72 0.00 5.81 0.00 UGC12732 13.2 5.76 73.80 3.45 16.00 34.11 0.00 4.38 0.00 UGC12732 13.2 6.72 76.20 3.24 18.20 34.88 0.00 2.64 0.00 UGC12732 13.2 7.68 79.30 3.19 19.20 33.08 0.00 1.24 0.00 UGC12732 13.2 8.64 80.30 3.31 23.30 31.11 0.00 0.86 0.00 UGC12732 13.2 9.60 81.90 3.69 25.50 29.68 0.00 0.52 0.00 UGC12732 13.2 10.60 84.00 3.89 27.80 28.19 0.00 0.32 0.00 UGC12732 13.2 11.50 85.60 3.67 31.10 26.95 0.00 0.20 0.00 UGC12732 13.2 12.50 87.90 3.43 35.10 25.70 0.00 0.12 0.00 UGC12732 13.2 13.40 90.80 3.36 38.30 24.69 0.00 0.08 0.00 UGC12732 13.2 14.40 95.50 3.18 41.40 23.69 0.00 0.05 0.00 UGC12732 13.2 15.40 98.00 3.18 43.40 22.77 0.00 0.00 0.00 UGCA281 5.68 0.09 7.00 2.49 1.74 3.78 0.00 85.81 0.00 UGCA281 5.68 0.25 14.90 1.35 4.38 11.32 0.00 82.32 0.00 UGCA281 5.68 0.41 21.10 1.37 6.41 15.94 0.00 43.75 0.00 UGCA281 5.68 0.58 26.00 1.24 7.97 17.47 0.00 20.85 0.00 UGCA281 5.68 0.74 27.50 1.59 9.12 17.72 0.00 11.43 0.00 UGCA281 5.68 0.90 28.80 2.57 9.81 17.18 0.00 7.49 0.00 UGCA281 5.68 1.08 29.50 1.85 10.01 16.66 0.00 5.51 0.00 UGCA442 4.35 0.42 14.20 1.91 4.87 4.78 0.00 11.05 0.00 UGCA442 4.35 1.26 28.60 1.82 13.14 10.76 0.00 5.81 0.00 UGCA442 4.35 2.11 41.00 1.74 19.65 13.60 0.00 2.75 0.00 UGCA442 4.35 2.96 49.00 1.91 22.42 13.29 0.00 1.00 0.00 UGCA442 4.35 3.79 54.80 2.05 22.82 12.56 0.00 0.72 0.00 UGCA442 4.35 4.65 56.40 3.12 21.37 12.33 0.00 0.43 0.00 UGCA442 4.35 5.48 57.80 2.83 18.73 12.04 0.00 0.18 0.00 UGCA442 4.35 6.33 56.50 0.65 16.75 10.62 0.00 0.00 0.00 UGCA444 0.98 0.12 6.48 2.60 -0.66 2.20 0.00 2.83 0.00 UGCA444 0.98 0.19 8.60 2.65 0.47 2.24 0.00 3.38 0.00 UGCA444 0.98 0.26 10.20 3.03 1.82 2.72 0.00 2.43 0.00 UGCA444 0.98 0.33 11.70 3.55 3.08 2.90 0.00 2.23 0.00 UGCA444 0.98 0.40 12.70 3.75 4.20 2.92 0.00 1.76 0.00 UGCA444 0.98 0.47 14.10 3.43 5.32 3.03 0.00 2.11 0.00 UGCA444 0.98 0.55 16.00 3.33 6.65 3.44 0.00 2.00 0.00 UGCA444 0.98 0.62 18.10 2.66 7.97 3.69 0.00 1.59 0.00 UGCA444 0.98 0.69 21.20 3.78 9.25 3.81 0.00 1.38 0.00 UGCA444 0.98 0.76 21.60 3.33 10.36 3.95 0.00 1.39 0.00 UGCA444 0.98 0.83 23.30 3.09 11.58 4.15 0.00 1.29 0.00 UGCA444 0.98 0.90 24.50 3.26 12.39 4.32 0.00 1.17 0.00 UGCA444 0.98 0.97 24.40 3.29 13.10 4.46 0.00 1.08 0.00 UGCA444 0.98 1.04 25.30 2.78 13.71 4.57 0.00 0.99 0.00 UGCA444 0.98 1.11 25.40 2.78 14.22 4.69 0.00 0.91 0.00 UGCA444 0.98 1.19 25.90 2.73 14.63 4.81 0.00 0.83 0.00 UGCA444 0.98 1.26 26.70 2.67 14.83 4.88 0.00 0.76 0.00 UGCA444 0.98 1.33 27.10 3.16 15.03 4.95 0.00 0.70 0.00 UGCA444 0.98 1.40 28.60 3.34 15.13 5.03 0.00 0.64 0.00 UGCA444 0.98 1.48 28.90 3.21 15.24 5.09 0.00 0.58 0.00 UGCA444 0.98 1.55 30.40 4.14 15.34 5.13 0.00 0.54 0.00 UGCA444 0.98 1.62 30.80 4.35 15.54 5.17 0.00 0.49 0.00 UGCA444 0.98 1.69 30.50 4.56 15.54 5.21 0.00 0.45 0.00 UGCA444 0.98 1.75 33.00 4.04 15.54 5.22 0.00 0.42 0.00 UGCA444 0.98 1.83 32.10 4.35 15.64 5.25 0.00 0.38 0.00 UGCA444 0.98 1.90 32.90 4.36 15.64 5.28 0.00 0.35 0.00 UGCA444 0.98 1.97 34.20 4.90 15.64 5.30 0.00 0.32 0.00 UGCA444 0.98 2.04 32.60 3.98 15.64 5.31 0.00 0.30 0.00 UGCA444 0.98 2.11 33.70 4.73 15.74 5.33 0.00 0.27 0.00 UGCA444 0.98 2.19 33.80 4.67 15.64 5.35 0.00 0.25 0.00 UGCA444 0.98 2.26 34.90 3.74 15.64 5.36 0.00 0.23 0.00 UGCA444 0.98 2.33 36.10 5.47 15.64 5.39 0.00 0.21 0.00 UGCA444 0.98 2.40 37.20 5.39 15.24 5.42 0.00 0.19 0.00 UGCA444 0.98 2.48 37.60 7.10 14.73 5.50 0.00 0.17 0.00 UGCA444 0.98 2.55 35.60 4.73 14.22 5.46 0.00 0.00 0.00 UGCA444 0.98 2.62 38.30 7.78 13.81 5.25 0.00 0.00 0.00 """ # ------------------------------------------------------------ # 2. Load the data using whitespace delimiter (most robust) # ------------------------------------------------------------ names = ['ID', 'D', 'R', 'Vobs', 'e_Vobs', 'Vgas', 'Vdisk', 'Vbul', 'SBdisk', 'SBbul'] data = pd.read_csv(io.StringIO(sparc_data_str), delim_whitespace=True, names=names, skiprows=0) # Convert all columns except ID to numeric (force errors to NaN) for col in names[1:]: data[col] = pd.to_numeric(data[col], errors='coerce') # Optional: check first few rows print(data.head(3)) print(f"Loaded {data['ID'].nunique()} unique galaxies") # Group by galaxy ID galaxies = data.groupby('ID') print(f"Processing {len(galaxies)} galaxies...") # ------------------------------------------------------------ # 3. Helper functions (same as before) # ------------------------------------------------------------ def frcfd_model(r, v_bary, A, T_crit): v_sub = A * (1 - np.exp(-r / T_crit)) return np.sqrt(v_bary**2 + v_sub**2) def nfw_model(r, v_bary, rho0, rs): G = 4.302e-6 # kpc (km/s)^2 / Msun x = r / rs m = 4 * np.pi * rho0 * rs**3 * (np.log(1 + x) - x / (1 + x)) v_dm = np.sqrt(G * m / r) return np.sqrt(v_bary**2 + v_dm**2) def compute_aic(chi2, k, n): return chi2 + 2 * k def compute_bic(chi2, k, n): return chi2 + k * np.log(n) # ------------------------------------------------------------ # 4. Fit a single galaxy (both models) – with explicit type conversion # ------------------------------------------------------------ def fit_galaxy(gal): # Convert to numeric arrays (already done above, but ensure) r = gal['R'].values.astype(float) v_obs = gal['Vobs'].values.astype(float) e_v = gal['e_Vobs'].values.astype(float) v_gas = gal['Vgas'].values.astype(float) v_disk = gal['Vdisk'].values.astype(float) v_bul = gal['Vbul'].values.astype(float) # Replace any NaN with 0 v_gas = np.nan_to_num(v_gas) v_disk = np.nan_to_num(v_disk) v_bul = np.nan_to_num(v_bul) v_bary = np.sqrt(v_gas**2 + v_disk**2 + v_bul**2) # Remove points where baryonic contribution is zero (or NaN) mask = v_bary > 0 r = r[mask] v_obs = v_obs[mask] e_v = e_v[mask] v_bary = v_bary[mask] # Also remove any remaining NaN in v_obs or e_v mask2 = ~(np.isnan(v_obs) | np.isnan(e_v)) r = r[mask2] v_obs = v_obs[mask2] e_v = e_v[mask2] v_bary = v_bary[mask2] if len(r) < 5: return None n = len(r) # ----- FRCFD fit (2 parameters) ----- def chi2_frcfd(params): A, T_crit = params v_model = frcfd_model(r, v_bary, A, T_crit) return np.sum(((v_obs - v_model) / e_v)**2) res_f = minimize(chi2_frcfd, x0=[150.0, 2.0], bounds=[(10, 400), (0.1, 20)]) if not res_f.success: return None chi2_f = res_f.fun aic_f = compute_aic(chi2_f, 2, n) bic_f = compute_bic(chi2_f, 2, n) A_fit, T_fit = res_f.x # ----- NFW fit (2 parameters) – using differential evolution to avoid local minima ----- def chi2_nfw(params): rho0, rs = params v_model = nfw_model(r, v_bary, rho0, rs) return np.sum(((v_obs - v_model) / e_v)**2) bounds_nfw = [(1e4, 1e10), (0.1, 50.0)] res_n = differential_evolution(chi2_nfw, bounds_nfw, maxiter=200, seed=42) if not res_n.success: res_n = minimize(chi2_nfw, x0=[1e7, 10.0], bounds=bounds_nfw) chi2_n = res_n.fun aic_n = compute_aic(chi2_n, 2, n) bic_n = compute_bic(chi2_n, 2, n) rho0_fit, rs_fit = res_n.x # Baryonic mass proxy M_bary_proxy = np.max(v_bary)**2 return { 'ID': gal['ID'].iloc[0], 'n_points': n, 'chi2_f': chi2_f, 'aic_f': aic_f, 'bic_f': bic_f, 'A': A_fit, 'T_crit': T_fit, 'chi2_n': chi2_n, 'aic_n': aic_n, 'bic_n': bic_n, 'rho0': rho0_fit, 'rs': rs_fit, 'M_bary_proxy': M_bary_proxy } # ------------------------------------------------------------ # 5. Run sweep over all galaxies # ------------------------------------------------------------ results = [] print("Running SPARC sweep...") for name, gal in galaxies: res = fit_galaxy(gal) if res is not None: results.append(res) if len(results) % 20 == 0: print(f" Processed {len(results)} galaxies") else: print(f" Skipped {name} (insufficient data)") df = pd.DataFrame(results) print(f"Successfully fitted {len(df)} galaxies.") # ------------------------------------------------------------ # 6. Compute Delta AIC and win rate # ------------------------------------------------------------ df['delta_AIC'] = df['aic_n'] - df['aic_f'] df['delta_BIC'] = df['bic_n'] - df['bic_f'] wins_aic = df[df['delta_AIC'] > 0] wins_bic = df[df['delta_BIC'] > 0] print("\n=== RESULTS SUMMARY ===") print(f"FRCFD wins (AIC): {len(wins_aic)} / {len(df)} ({100*len(wins_aic)/len(df):.1f}%)") print(f"FRCFD wins (BIC): {len(wins_bic)} / {len(df)} ({100*len(wins_bic)/len(df):.1f}%)") # ------------------------------------------------------------ # 7. Plot Delta AIC histogram # ------------------------------------------------------------ plt.figure(figsize=(8,5)) plt.hist(df['delta_AIC'], bins=30, color='royalblue', edgecolor='black', alpha=0.7) plt.axvline(0, color='red', linestyle='--', linewidth=2) plt.xlabel(r'$\Delta$AIC = AIC$_{\mathrm{NFW}}$ - AIC$_{\mathrm{FRCFD}}$') plt.ylabel('Number of galaxies') plt.title(f'FRCFD vs NFW: Delta AIC distribution (FRCFD wins: {len(wins_aic)}/{len(df)})') plt.grid(True, alpha=0.3) plt.tight_layout() plt.savefig('frcfd_delta_aic_histogram.png', dpi=300) plt.show() # ------------------------------------------------------------ # 8. BTFR plot: FRCFD amplitude A vs baryonic mass proxy # ------------------------------------------------------------ plt.figure(figsize=(8,6)) plt.scatter(df['M_bary_proxy'], df['A'], c='darkgreen', alpha=0.6, edgecolors='k') plt.xscale('log') plt.yscale('log') plt.xlabel(r'Baryonic mass proxy (max$(v_{\mathrm{bary}})^2$, (km/s)$^2$)') plt.ylabel(r'FRCFD amplitude $A$ (km/s)') plt.title('Baryonic Tully-Fisher Relation (FRCFD)') plt.grid(True, alpha=0.3) from scipy.optimize import curve_fit def power_law(x, a, b): return a * x**b x_vals = df['M_bary_proxy'].values y_vals = df['A'].values popt, _ = curve_fit(power_law, x_vals, y_vals) x_grid = np.logspace(np.log10(x_vals.min()), np.log10(x_vals.max()), 100) plt.plot(x_grid, power_law(x_grid, *popt), 'r--', label=f'Power law: $A \propto M^{{{popt[1]:.2f}}}$') plt.legend() plt.tight_layout() plt.savefig('frcfd_btfr_plot.png', dpi=300) plt.show() # ------------------------------------------------------------ # 9. Win-rate table (printed) # ------------------------------------------------------------ print("\n=== WIN RATE TABLE ===") print(f"Total galaxies fitted: {len(df)}") print(f"FRCFD wins by AIC: {len(wins_aic)} ({100*len(wins_aic)/len(df):.1f}%)") print(f"FRCFD wins by BIC: {len(wins_bic)} ({100*len(wins_bic)/len(df):.1f}%)") print(f"NFW wins by AIC: {len(df)-len(wins_aic)} ({100*(len(df)-len(wins_aic))/len(df):.1f}%)") print(f"NFW wins by BIC: {len(df)-len(wins_bic)} ({100*(len(df)-len(wins_bic))/len(df):.1f}%)") # ------------------------------------------------------------ # 10. Save detailed results to CSV # ------------------------------------------------------------ df.to_csv('frcfd_sparc_results.csv', index=False) print("\nDetailed results saved to frcfd_sparc_results.csv") VERSION 1 ######### Title: SPARC: Mass Models for 175 Disk Galaxies with Spitzer Photometry and Accurate Rotation Curves Authors: Lelli F., McGaugh S.S., Schombert J.M. Table: Mass Models ================================================================================ Byte-by-byte Description of file: datafile2.txt -------------------------------------------------------------------------------- Bytes Format Units Label Explanations -------------------------------------------------------------------------------- 1- 11 A11 --- ID Galaxy identifier 13- 18 F6.2 Mpc D Assumed distance 20- 25 F6.2 kpc R Galactocentric radius 27- 32 F6.2 km/s Vobs Observed circular velocity 34- 38 F5.2 km/s e_Vobs Uncertainty in Vobs (1) 40- 45 F6.2 km/s Vgas Gas velocity contribution (2) 47- 52 F6.2 km/s Vdisk Disk velocity contribution (3) 54- 59 F6.2 km/s Vbul Bulge velocity contribution (3) 61- 67 F7.2 solLum/pc2 SBdisk Disk surface brightness 69- 76 F8.2 solLum/pc2 SBbul Bulge surface brightness -------------------------------------------------------------------------------- Note (1): Random error due to non-circular motions and/or kinematic asymmetries. It does not include systematic uncertainties due to inclination corrections. Note (2): Vgas includes a factor 1.33 to account for cosmological helium. Note (3): Vdisk and Vbul are given for M/L = 1 solMass/solLum at [3.6]. -------------------------------------------------------------------------------- CamB 3.36 0.16 1.99 1.50 1.86 3.75 0.00 30.32 0.00 CamB 3.36 0.41 4.84 1.50 4.24 9.47 0.00 23.77 0.00 CamB 3.36 0.57 6.79 1.50 5.61 11.76 0.00 15.87 0.00 CamB 3.36 0.73 8.87 1.50 6.77 13.72 0.00 12.40 0.00 CamB 3.36 0.90 10.90 1.50 7.77 14.80 0.00 9.63 0.00 CamB 3.36 1.06 12.90 1.50 8.44 15.24 0.00 5.86 0.00 CamB 3.36 1.22 14.70 1.50 8.64 15.11 0.00 5.19 0.00 CamB 3.36 1.47 16.80 1.50 8.08 15.90 0.00 3.02 0.00 CamB 3.36 1.79 20.10 1.50 6.91 14.91 0.00 0.88 0.00 D512-2 15.2 0.96 22.90 2.71 4.08 14.85 0.00 16.45 0.00 D512-2 15.2 1.92 33.50 2.71 6.24 21.20 0.00 7.40 0.00 D512-2 15.2 2.88 37.20 4.19 7.45 20.56 0.00 2.72 0.00 D512-2 15.2 3.83 35.90 5.98 8.09 20.08 0.00 1.79 0.00 D564-8 8.79 0.51 8.54 1.53 3.47 6.36 0.00 6.37 0.00 D564-8 8.79 1.02 15.10 1.41 5.33 8.66 0.00 2.82 0.00 D564-8 8.79 1.53 19.80 1.80 6.34 9.09 0.00 1.19 0.00 D564-8 8.79 2.04 21.90 1.82 6.86 8.75 0.00 0.52 0.00 D564-8 8.79 2.56 24.00 1.89 7.05 8.17 0.00 0.22 0.00 D564-8 8.79 3.07 25.00 2.05 7.04 7.65 0.00 0.00 0.00 D631-7 7.72 0.45 8.41 1.58 8.40 9.99 0.00 26.06 0.00 D631-7 7.72 0.90 17.80 2.22 13.51 15.52 0.00 19.64 0.00 D631-7 7.72 1.35 26.00 2.35 16.70 20.76 0.00 12.17 0.00 D631-7 7.72 1.80 30.90 2.22 18.72 21.37 0.00 4.50 0.00 D631-7 7.72 2.25 34.70 1.82 19.90 19.92 0.00 2.10 0.00 D631-7 7.72 2.69 38.80 1.81 20.61 18.76 0.00 1.13 0.00 D631-7 7.72 3.14 42.50 1.57 20.73 17.36 0.00 0.54 0.00 D631-7 7.72 3.59 45.60 1.59 20.61 16.32 0.00 0.37 0.00 D631-7 7.72 4.04 48.80 1.83 20.38 15.37 0.00 0.18 0.00 D631-7 7.72 4.49 51.80 1.91 19.90 14.49 0.00 0.10 0.00 D631-7 7.72 4.94 54.80 2.19 19.43 13.72 0.00 0.05 0.00 D631-7 7.72 5.39 56.60 2.73 18.84 13.04 0.00 0.03 0.00 D631-7 7.72 5.84 58.40 3.27 18.25 12.45 0.00 0.01 0.00 D631-7 7.72 6.29 58.50 3.95 17.65 11.93 0.00 0.01 0.00 D631-7 7.72 6.74 57.70 4.07 17.06 11.48 0.00 0.00 0.00 D631-7 7.72 7.19 57.30 3.94 16.47 11.08 0.00 0.00 0.00 DDO064 6.8 0.10 6.29 4.62 -1.13 1.96 0.00 28.50 0.00 DDO064 6.8 0.30 13.90 4.62 -2.45 6.31 0.00 27.26 0.00 DDO064 6.8 0.49 15.60 4.62 -0.64 9.67 0.00 24.99 0.00 DDO064 6.8 0.69 18.40 4.62 2.49 13.92 0.00 20.86 0.00 DDO064 6.8 0.89 22.50 4.62 1.87 15.16 0.00 13.91 0.00 DDO064 6.8 1.09 26.50 4.62 4.97 16.41 0.00 11.73 0.00 DDO064 6.8 1.29 35.30 4.62 9.29 17.34 0.00 10.30 0.00 DDO064 6.8 1.48 40.50 4.62 13.62 18.34 0.00 7.96 0.00 DDO064 6.8 1.68 44.20 4.89 16.26 19.12 0.00 6.72 0.00 DDO064 6.8 1.88 46.30 4.62 18.16 19.54 0.00 3.97 0.00 DDO064 6.8 2.08 46.40 4.62 19.64 19.10 0.00 2.84 0.00 DDO064 6.8 2.27 46.30 4.62 20.17 18.77 0.00 2.16 0.00 DDO064 6.8 2.37 46.40 6.73 20.59 18.61 0.00 1.86 0.00 DDO064 6.8 2.98 46.90 8.65 22.17 17.21 0.00 0.00 0.00 DDO154 4.04 0.49 13.80 1.60 3.74 12.31 0.00 15.93 0.00 DDO154 4.04 0.99 21.60 0.80 7.46 14.55 0.00 5.52 0.00 DDO154 4.04 1.48 28.90 0.70 10.87 12.95 0.00 1.26 0.00 DDO154 4.04 1.97 34.30 0.50 13.32 11.54 0.00 0.29 0.00 DDO154 4.04 2.47 38.20 0.40 14.77 10.18 0.00 0.08 0.00 DDO154 4.04 2.96 42.00 0.20 16.20 9.16 0.00 0.02 0.00 DDO154 4.04 3.46 44.60 0.20 17.60 8.37 0.00 0.01 0.00 DDO154 4.04 3.95 46.30 0.20 17.91 7.77 0.00 0.00 0.00 DDO154 4.04 4.44 47.40 0.30 17.48 7.29 0.00 0.00 0.00 DDO154 4.04 4.94 48.20 0.60 16.93 6.89 0.00 0.00 0.00 DDO154 4.04 5.43 47.40 0.70 16.28 6.55 0.00 0.00 0.00 DDO154 4.04 5.92 45.50 1.30 15.64 6.26 0.00 0.00 0.00 DDO161 7.5 0.60 16.00 3.53 6.82 12.59 0.00 30.32 0.00 DDO161 7.5 0.73 16.60 4.83 8.12 14.22 0.00 27.69 0.00 DDO161 7.5 0.85 18.60 2.50 9.30 15.27 0.00 27.15 0.00 DDO161 7.5 0.98 20.00 7.58 10.41 17.04 0.00 25.71 0.00 DDO161 7.5 1.07 21.40 4.03 11.27 18.03 0.00 24.23 0.00 DDO161 7.5 1.54 28.90 2.74 15.22 22.44 0.00 17.21 0.00 DDO161 7.5 2.02 32.90 2.65 18.74 24.92 0.00 11.77 0.00 DDO161 7.5 2.49 35.20 2.88 21.52 25.85 0.00 7.54 0.00 DDO161 7.5 2.96 37.60 3.05 23.28 26.01 0.00 5.12 0.00 DDO161 7.5 3.43 40.60 3.68 24.59 25.36 0.00 3.64 0.00 DDO161 7.5 3.90 42.70 3.25 25.62 25.01 0.00 2.55 0.00 DDO161 7.5 4.37 45.50 2.99 26.35 24.48 0.00 1.74 0.00 DDO161 7.5 4.86 48.90 1.96 27.08 23.70 0.00 1.09 0.00 DDO161 7.5 5.34 51.50 1.53 27.81 22.69 0.00 0.64 0.00 DDO161 7.5 5.81 53.00 1.86 28.40 21.59 0.00 0.46 0.00 DDO161 7.5 6.28 55.00 1.48 28.98 20.86 0.00 0.36 0.00 DDO161 7.5 6.75 57.60 0.99 29.57 20.11 0.00 0.24 0.00 DDO161 7.5 7.22 59.70 1.19 30.30 19.38 0.00 0.16 0.00 DDO161 7.5 7.69 60.50 1.26 31.18 18.70 0.00 0.11 0.00 DDO161 7.5 8.16 61.80 1.33 32.06 18.06 0.00 0.07 0.00 DDO161 7.5 8.64 62.90 1.35 32.64 17.47 0.00 0.05 0.00 DDO161 7.5 9.11 63.00 2.09 33.23 16.94 0.00 0.03 0.00 DDO161 7.5 9.58 64.50 2.38 33.38 16.44 0.00 0.02 0.00 DDO161 7.5 10.05 65.60 1.08 33.38 15.98 0.00 0.02 0.00 DDO161 7.5 10.52 67.50 3.22 32.79 15.57 0.00 0.01 0.00 DDO161 7.5 10.99 66.80 2.37 32.06 15.18 0.00 0.01 0.00 DDO161 7.5 11.46 66.80 0.95 31.18 14.81 0.00 0.00 0.00 DDO161 7.5 11.94 66.60 0.96 30.30 14.47 0.00 0.00 0.00 DDO161 7.5 12.41 66.80 0.99 29.42 14.16 0.00 0.00 0.00 DDO161 7.5 12.90 66.30 0.74 28.69 13.86 0.00 0.00 0.00 DDO161 7.5 13.37 66.10 1.31 27.81 13.59 0.00 0.00 0.00 DDO168 4.25 0.41 15.00 4.10 10.41 8.28 0.00 20.43 0.00 DDO168 4.25 0.82 23.40 1.30 18.08 12.66 0.00 14.59 0.00 DDO168 4.25 1.24 29.20 1.50 20.09 15.11 0.00 8.79 0.00 DDO168 4.25 1.64 36.20 1.10 20.20 15.99 0.00 5.90 0.00 DDO168 4.25 2.06 44.00 1.10 22.00 16.89 0.00 4.09 0.00 DDO168 4.25 2.47 52.10 1.20 22.63 17.03 0.00 2.87 0.00 DDO168 4.25 2.89 52.90 1.70 22.95 16.99 0.00 2.09 0.00 DDO168 4.25 3.30 54.80 2.20 22.74 17.19 0.00 1.56 0.00 DDO168 4.25 3.71 55.00 2.50 22.74 17.16 0.00 0.82 0.00 DDO168 4.25 4.12 52.00 2.70 22.74 16.37 0.00 0.00 0.00 DDO170 15.4 1.87 27.70 3.00 8.68 18.19 0.00 9.38 0.00 DDO170 15.4 3.36 42.40 1.50 15.07 19.75 0.00 3.58 0.00 DDO170 15.4 4.86 52.50 1.00 20.59 19.94 0.00 2.02 0.00 DDO170 15.4 6.35 55.60 1.00 24.61 19.17 0.00 0.91 0.00 DDO170 15.4 7.85 58.60 1.10 26.94 18.71 0.00 0.47 0.00 DDO170 15.4 9.34 59.00 1.20 27.60 17.41 0.00 0.18 0.00 DDO170 15.4 10.83 60.00 1.30 26.77 16.05 0.00 0.09 0.00 DDO170 15.4 12.33 62.20 1.00 24.90 15.01 0.00 0.00 0.00 ESO079-G014 28.7 0.41 33.20 11.60 2.21 28.95 0.00 455.28 0.00 ESO079-G014 28.7 0.98 50.40 11.80 4.41 47.60 0.00 284.50 0.00 ESO079-G014 28.7 1.78 53.90 9.75 6.75 62.09 0.00 213.32 0.00 ESO079-G014 28.7 2.69 67.60 5.10 8.55 75.48 0.00 152.20 0.00 ESO079-G014 28.7 3.36 81.70 5.06 9.18 82.21 0.00 142.61 0.00 ESO079-G014 28.7 4.39 102.00 5.35 9.29 86.87 0.00 105.73 0.00 ESO079-G014 28.7 5.65 116.00 6.44 9.50 92.23 0.00 92.69 0.00 ESO079-G014 28.7 6.34 132.00 9.10 10.22 96.19 0.00 89.82 0.00 ESO079-G014 28.7 6.89 137.00 5.25 11.87 100.53 0.00 87.61 0.00 ESO079-G014 28.7 8.34 154.00 4.20 17.23 113.81 0.00 78.45 0.00 ESO079-G014 28.7 10.04 163.00 3.28 24.23 128.72 0.00 58.05 0.00 ESO079-G014 28.7 11.65 170.00 2.41 30.75 133.41 0.00 39.79 0.00 ESO079-G014 28.7 13.36 175.00 2.18 36.20 132.99 0.00 23.18 0.00 ESO079-G014 28.7 15.06 177.00 2.23 39.42 128.51 0.00 15.89 0.00 ESO079-G014 28.7 16.67 178.00 2.03 40.49 124.23 0.00 10.92 0.00 ESO116-G012 13.0 0.25 20.90 3.40 -0.22 17.33 0.00 276.94 0.00 ESO116-G012 13.0 0.83 40.00 3.29 -1.80 34.96 0.00 168.99 0.00 ESO116-G012 13.0 1.38 51.50 2.96 -1.55 51.34 0.00 141.01 0.00 ESO116-G012 13.0 1.85 67.90 3.45 5.01 61.73 0.00 81.24 0.00 ESO116-G012 13.0 2.68 80.20 2.93 12.54 60.49 0.00 46.01 0.00 ESO116-G012 13.0 3.19 83.30 3.08 16.68 63.17 0.00 41.40 0.00 ESO116-G012 13.0 3.68 91.40 2.83 20.19 65.14 0.00 30.23 0.00 ESO116-G012 13.0 4.13 102.00 5.40 22.31 66.32 0.00 24.20 0.00 ESO116-G012 13.0 5.23 105.00 4.21 25.63 64.52 0.00 9.48 0.00 ESO116-G012 13.0 6.05 109.00 2.10 27.28 60.09 0.00 3.57 0.00 ESO116-G012 13.0 6.81 108.00 2.10 28.58 55.74 0.00 2.78 0.00 ESO116-G012 13.0 7.56 109.00 2.10 30.70 53.61 0.00 2.04 0.00 ESO116-G012 13.0 8.32 110.00 2.10 33.83 51.18 0.00 1.21 0.00 ESO116-G012 13.0 9.09 111.00 2.33 35.49 49.08 0.00 0.72 0.00 ESO116-G012 13.0 9.86 112.00 4.74 33.74 46.34 0.00 0.00 0.00 ESO444-G084 4.83 0.26 18.30 1.80 4.59 8.31 0.00 31.29 0.00 ESO444-G084 4.83 0.77 35.30 3.00 11.55 14.79 0.00 10.44 0.00 ESO444-G084 4.83 1.29 47.80 4.63 16.45 14.54 0.00 3.29 0.00 ESO444-G084 4.83 1.81 52.80 1.26 19.03 13.66 0.00 1.03 0.00 ESO444-G084 4.83 2.32 58.00 3.11 20.09 12.28 0.00 0.34 0.00 ESO444-G084 4.83 3.39 63.10 1.35 17.39 9.97 0.00 0.03 0.00 ESO444-G084 4.83 4.44 62.70 7.36 14.45 8.53 0.00 0.00 0.00 ESO563-G021 60.8 0.45 18.90 9.78 0.00 65.19 0.00 2096.34 0.00 ESO563-G021 60.8 1.34 58.30 10.50 0.00 120.17 0.00 997.68 0.00 ESO563-G021 60.8 2.23 74.10 5.69 0.00 137.48 0.00 691.26 0.00 ESO563-G021 60.8 3.12 119.00 4.27 0.00 146.18 0.00 574.33 0.00 ESO563-G021 60.8 4.01 141.00 3.76 0.00 157.86 0.00 548.02 0.00 ESO563-G021 60.8 4.90 195.00 4.54 0.00 175.79 0.00 524.14 0.00 ESO563-G021 60.8 5.79 227.00 4.20 0.00 199.19 0.00 483.52 0.00 ESO563-G021 60.8 6.69 246.00 4.24 0.00 217.87 0.00 426.75 0.00 ESO563-G021 60.8 7.58 268.00 5.56 0.00 228.65 0.00 376.92 0.00 ESO563-G021 60.8 8.47 283.00 2.96 0.00 241.76 0.00 345.98 0.00 ESO563-G021 60.8 10.23 291.00 9.81 0.00 260.94 0.00 282.74 0.00 ESO563-G021 60.8 12.06 310.00 4.74 0.04 275.04 0.00 199.54 0.00 ESO563-G021 60.8 13.44 310.00 20.40 0.40 277.98 0.00 164.72 0.00 ESO563-G021 60.8 15.18 310.00 16.10 3.11 282.25 0.00 131.46 0.00 ESO563-G021 60.8 16.83 314.00 13.50 15.18 283.33 0.00 96.52 0.00 ESO563-G021 60.8 18.56 317.00 12.70 22.91 276.47 0.00 70.44 0.00 ESO563-G021 60.8 20.30 319.00 10.40 33.06 272.19 0.00 62.60 0.00 ESO563-G021 60.8 21.94 318.00 10.80 33.62 273.00 0.00 50.58 0.00 ESO563-G021 60.8 23.68 317.00 9.30 39.67 271.34 0.00 32.65 0.00 ESO563-G021 60.8 25.41 317.00 7.23 44.98 261.62 0.00 19.67 0.00 ESO563-G021 60.8 27.06 312.00 8.39 46.29 252.97 0.00 13.79 0.00 ESO563-G021 60.8 28.80 312.00 8.37 43.21 243.84 0.00 7.98 0.00 ESO563-G021 60.8 30.53 311.00 11.50 45.08 233.85 0.00 4.31 0.00 ESO563-G021 60.8 32.18 310.00 14.50 52.43 224.75 0.00 2.73 0.00 ESO563-G021 60.8 33.91 313.00 15.90 59.70 216.21 0.00 1.63 0.00 ESO563-G021 60.8 35.65 320.00 8.83 61.56 208.83 0.00 1.34 0.00 ESO563-G021 60.8 37.30 321.00 7.88 63.33 202.65 0.00 0.94 0.00 ESO563-G021 60.8 39.03 320.00 8.00 62.96 196.77 0.00 0.72 0.00 ESO563-G021 60.8 40.76 315.00 9.82 62.40 191.39 0.00 0.59 0.00 ESO563-G021 60.8 42.41 312.00 9.07 62.21 186.89 0.00 0.59 0.00 F561-1 66.4 1.61 23.40 10.00 5.21 28.61 0.00 43.88 0.00 F561-1 66.4 3.23 40.60 5.00 10.57 37.58 0.00 19.59 0.00 F561-1 66.4 4.84 45.50 5.00 15.71 39.10 0.00 14.19 0.00 F561-1 66.4 6.45 49.20 5.00 20.94 44.01 0.00 11.07 0.00 F561-1 66.4 8.06 50.40 5.00 25.97 48.52 0.00 7.95 0.00 F561-1 66.4 9.66 50.40 5.00 29.26 49.44 0.00 3.35 0.00 F563-1 48.9 1.07 22.10 7.17 1.98 18.30 0.00 33.42 0.00 F563-1 48.9 1.78 42.70 10.66 4.03 24.51 0.00 20.43 0.00 F563-1 48.9 2.49 60.60 7.69 6.25 27.45 0.00 14.31 0.00 F563-1 48.9 2.97 76.80 11.10 7.78 28.28 0.00 9.63 0.00 F563-1 48.9 3.04 81.60 17.50 8.01 28.20 0.00 9.31 0.00 F563-1 48.9 3.19 87.00 8.93 8.49 28.16 0.00 9.15 0.00 F563-1 48.9 6.95 90.00 24.80 17.83 29.57 0.00 3.35 0.00 F563-1 48.9 8.58 97.80 9.40 22.83 29.09 0.00 1.88 0.00 F563-1 48.9 9.26 93.70 25.30 24.91 28.73 0.00 1.68 0.00 F563-1 48.9 9.89 103.00 23.80 26.69 28.70 0.00 1.49 0.00 F563-1 48.9 10.08 97.40 11.00 27.31 28.73 0.00 1.43 0.00 F563-1 48.9 11.84 106.50 9.48 30.86 27.77 0.00 0.72 0.00 F563-1 48.9 14.56 112.00 11.00 30.44 25.73 0.00 0.36 0.00 F563-1 48.9 15.43 111.50 9.40 30.70 25.11 0.00 0.28 0.00 F563-1 48.9 17.93 111.00 24.30 33.36 23.48 0.00 0.14 0.00 F563-1 48.9 19.02 112.50 7.75 34.35 22.95 0.00 0.10 0.00 F563-1 48.9 20.10 106.00 10.70 35.34 22.07 0.00 0.00 0.00 F563-V1 54.0 1.31 12.00 5.00 4.66 11.06 0.00 12.60 0.00 F563-V1 54.0 2.63 21.70 5.00 9.66 16.85 0.00 9.31 0.00 F563-V1 54.0 3.93 28.60 5.00 13.79 23.41 0.00 7.16 0.00 F563-V1 54.0 5.24 29.50 5.00 16.46 24.18 0.00 3.64 0.00 F563-V1 54.0 6.55 28.60 5.00 18.52 23.59 0.00 2.39 0.00 F563-V1 54.0 7.87 27.30 5.00 20.17 23.33 0.00 2.56 0.00 F563-V2 59.7 0.28 11.90 7.89 0.95 6.22 0.00 68.00 0.00 F563-V2 59.7 0.87 34.80 7.89 2.93 17.64 0.00 60.24 0.00 F563-V2 59.7 1.46 58.50 8.68 4.98 27.33 0.00 50.99 0.00 F563-V2 59.7 2.05 81.50 14.20 7.20 35.16 0.00 39.39 0.00 F563-V2 59.7 2.35 91.80 17.50 8.24 37.71 0.00 33.19 0.00 F563-V2 59.7 4.76 114.00 8.68 16.62 45.06 0.00 10.80 0.00 F563-V2 59.7 7.86 116.00 8.68 34.33 41.16 0.00 3.01 0.00 F563-V2 59.7 8.70 117.00 16.60 39.57 40.09 0.00 2.22 0.00 F563-V2 59.7 10.18 118.00 51.90 39.57 38.11 0.00 1.34 0.00 F563-V2 59.7 10.47 118.00 40.30 39.57 37.78 0.00 1.24 0.00 F565-V2 51.8 1.26 21.70 10.00 5.70 11.40 0.00 12.58 0.00 F565-V2 51.8 2.51 40.30 10.00 10.70 17.23 0.00 5.69 0.00 F565-V2 51.8 3.78 57.70 7.00 14.75 19.15 0.00 4.01 0.00 F565-V2 51.8 5.03 68.50 7.00 18.18 18.51 0.00 1.60 0.00 F565-V2 51.8 6.29 73.50 7.00 21.50 20.41 0.00 1.58 0.00 F565-V2 51.8 7.54 78.50 5.00 24.72 20.52 0.00 0.60 0.00 F565-V2 51.8 8.80 83.10 6.00 27.11 18.68 0.00 0.21 0.00 F567-2 79.0 1.92 26.90 8.00 -8.25 24.52 0.00 22.17 0.00 F567-2 79.0 3.83 46.80 5.00 -11.91 32.41 0.00 10.50 0.00 F567-2 79.0 5.75 47.60 5.00 -2.02 32.86 0.00 5.00 0.00 F567-2 79.0 7.67 48.10 8.00 17.45 32.97 0.00 3.29 0.00 F567-2 79.0 9.59 52.20 10.00 24.22 33.05 0.00 1.99 0.00 F568-1 90.7 0.44 15.70 9.10 -2.08 12.26 0.00 98.11 0.00 F568-1 90.7 1.32 44.50 9.10 -5.39 28.49 0.00 57.84 0.00 F568-1 90.7 2.20 69.40 9.10 -6.26 35.84 0.00 38.81 0.00 F568-1 90.7 3.08 90.00 11.40 -3.53 40.15 0.00 24.49 0.00 F568-1 90.7 3.96 105.00 9.88 1.83 41.23 0.00 19.47 0.00 F568-1 90.7 4.84 113.00 16.20 8.40 42.44 0.00 16.02 0.00 F568-1 90.7 5.53 117.00 24.80 13.64 43.19 0.00 13.79 0.00 F568-1 90.7 7.48 124.00 9.10 27.27 47.20 0.00 10.81 0.00 F568-1 90.7 8.37 127.00 9.10 32.13 48.60 0.00 8.48 0.00 F568-1 90.7 9.24 130.00 9.10 36.26 48.96 0.00 6.88 0.00 F568-1 90.7 10.13 133.00 9.10 39.77 48.92 0.00 5.70 0.00 F568-1 90.7 13.23 142.00 23.80 47.41 49.96 0.00 3.23 0.00 F568-3 82.4 0.64 12.40 8.60 1.18 13.56 0.00 67.54 0.00 F568-3 82.4 1.18 21.90 6.20 1.55 21.17 0.00 56.11 0.00 F568-3 82.4 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0.00 11.58 0.00 IC2574 3.91 1.99 19.80 2.00 5.14 16.76 0.00 10.80 0.00 IC2574 3.91 2.28 26.10 0.60 5.82 17.77 0.00 9.24 0.00 IC2574 3.91 2.55 27.70 2.70 6.87 18.70 0.00 8.42 0.00 IC2574 3.91 2.84 29.70 2.60 7.58 19.36 0.00 7.37 0.00 IC2574 3.91 3.13 33.00 3.40 8.21 19.89 0.00 6.93 0.00 IC2574 3.91 3.41 34.80 1.20 8.78 20.19 0.00 5.88 0.00 IC2574 3.91 3.70 35.00 0.90 8.64 20.15 0.00 5.69 0.00 IC2574 3.91 3.98 39.00 10.20 7.98 20.39 0.00 5.87 0.00 IC2574 3.91 4.26 35.90 5.40 7.97 21.28 0.00 6.08 0.00 IC2574 3.91 4.55 40.00 4.10 10.01 22.72 0.00 6.50 0.00 IC2574 3.91 4.84 38.70 1.40 11.42 24.60 0.00 5.76 0.00 IC2574 3.91 5.12 41.80 0.50 12.67 25.34 0.00 4.60 0.00 IC2574 3.91 5.41 42.90 0.40 13.13 25.74 0.00 4.30 0.00 IC2574 3.91 5.68 44.40 1.70 13.93 26.48 0.00 4.03 0.00 IC2574 3.91 5.97 46.10 1.30 14.50 27.15 0.00 3.42 0.00 IC2574 3.91 6.26 49.00 0.90 15.98 27.39 0.00 2.76 0.00 IC2574 3.91 6.54 51.90 0.60 17.58 27.31 0.00 2.14 0.00 IC2574 3.91 6.83 53.10 2.10 18.38 26.75 0.00 1.67 0.00 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35.10 280.00 10.00 50.30 214.74 77.32 13.99 0.00 UGC02885 80.6 38.97 281.00 10.00 59.70 206.96 73.38 9.86 0.00 UGC02885 80.6 42.85 282.00 10.00 67.17 198.69 69.98 6.64 0.00 UGC02885 80.6 46.73 287.00 10.00 65.05 189.07 67.02 5.23 0.00 UGC02885 80.6 50.71 292.00 10.00 71.21 184.25 64.33 4.79 0.00 UGC02885 80.6 54.58 298.00 10.00 79.19 180.41 62.01 3.46 0.00 UGC02885 80.6 58.46 298.00 10.00 83.33 174.83 59.92 1.94 0.00 UGC02885 80.6 62.34 298.00 10.00 83.33 168.07 58.02 1.38 0.00 UGC02885 80.6 66.21 298.00 10.00 82.83 162.78 56.30 1.00 0.00 UGC02885 80.6 70.19 298.00 10.00 85.86 158.17 54.68 0.71 0.00 UGC02885 80.6 74.07 298.00 10.00 86.26 152.97 53.23 0.00 0.00 UGC02916 65.4 0.37 183.00 47.60 -2.62 11.20 123.59 213.07 8848.49 UGC02916 65.4 0.74 196.00 40.70 -3.79 21.14 191.42 200.63 5187.42 UGC02916 65.4 1.11 205.00 14.10 -4.87 30.05 218.87 188.92 3807.55 UGC02916 65.4 1.48 211.00 7.89 -5.72 38.06 240.05 177.89 2861.06 UGC02916 65.4 1.84 214.00 1.48 -6.31 45.23 258.74 167.77 2139.16 UGC02916 65.4 2.21 214.00 1.50 -6.65 51.92 273.65 157.98 1447.96 UGC02916 65.4 2.60 213.00 2.64 -6.69 58.41 280.20 148.27 808.78 UGC02916 65.4 2.96 211.00 4.50 -6.41 63.99 275.30 139.85 573.60 UGC02916 65.4 3.17 210.00 8.68 -6.08 66.97 274.94 135.15 462.34 UGC02916 65.4 3.33 209.00 3.00 -5.72 69.15 273.20 131.68 390.24 UGC02916 65.4 3.70 207.00 1.60 -4.34 74.09 268.56 123.99 254.51 UGC02916 65.4 4.07 206.00 1.73 0.84 78.64 262.81 116.75 150.84 UGC02916 65.4 4.44 205.00 3.45 5.14 83.02 255.92 109.94 84.07 UGC02916 65.4 4.81 205.00 2.77 7.67 87.31 248.41 103.48 50.43 UGC02916 65.4 5.18 206.00 7.48 9.90 90.63 241.01 89.73 30.04 UGC02916 65.4 5.55 207.00 5.02 12.08 91.17 233.88 79.83 17.93 UGC02916 65.4 5.92 208.00 7.70 14.21 91.98 227.13 78.76 10.75 UGC02916 65.4 6.28 210.00 1.95 16.44 93.75 220.90 77.91 6.52 UGC02916 65.4 6.34 210.00 4.78 16.75 94.14 219.93 77.94 6.01 UGC02916 65.4 6.65 212.00 1.96 18.67 96.53 214.90 75.88 3.89 UGC02916 65.4 7.03 214.00 0.76 20.80 99.17 209.22 70.88 2.31 UGC02916 65.4 7.39 215.00 2.22 22.73 101.39 204.19 67.18 1.39 UGC02916 65.4 7.77 216.00 1.76 24.56 103.08 199.24 63.61 0.82 UGC02916 65.4 8.14 217.00 1.53 26.28 105.18 194.76 60.05 0.49 UGC02916 65.4 8.51 218.00 7.70 27.91 106.86 190.42 56.59 0.29 UGC02916 65.4 8.88 218.00 6.86 29.33 108.20 186.31 53.33 0.18 UGC02916 65.4 9.25 218.00 8.37 30.55 109.65 182.70 50.25 0.11 UGC02916 65.4 9.52 218.00 3.93 31.16 110.49 180.08 48.10 0.07 UGC02916 65.4 9.62 218.00 4.05 31.36 110.78 179.14 47.33 0.06 UGC02916 65.4 9.99 217.00 20.20 32.17 111.77 175.79 44.58 0.04 UGC02916 65.4 10.40 217.00 4.20 33.08 112.69 172.23 41.71 0.02 UGC02916 65.4 10.71 216.00 3.16 34.00 113.45 169.76 39.66 0.01 UGC02916 65.4 11.12 215.00 6.72 35.01 114.16 166.60 37.11 0.01 UGC02916 65.4 12.67 212.00 1.82 39.99 115.88 156.10 28.84 0.00 UGC02916 65.4 12.98 211.00 16.60 41.00 116.15 154.24 27.43 0.00 UGC02916 65.4 15.86 209.00 8.38 52.47 115.82 139.51 17.17 0.00 UGC02916 65.4 19.05 215.00 13.20 66.17 112.66 127.33 10.22 0.00 UGC02916 65.4 22.14 215.00 13.90 76.32 108.18 118.11 6.19 0.00 UGC02916 65.4 25.34 210.00 10.60 79.67 102.95 110.40 3.68 0.00 UGC02916 65.4 28.53 196.00 12.80 78.35 97.69 104.04 2.19 0.00 UGC02916 65.4 31.72 185.00 11.50 74.49 92.71 98.67 1.30 0.00 UGC02916 65.4 34.91 182.00 10.80 72.76 88.30 94.06 0.78 0.00 UGC02916 65.4 38.00 181.00 10.30 70.63 85.07 90.15 0.00 0.00 UGC02953 16.5 0.09 231.00 52.90 -0.75 12.18 80.49 2863.21 29242.18 UGC02953 16.5 0.17 231.00 27.90 -0.90 23.29 154.33 2799.34 23293.66 UGC02953 16.5 0.26 231.00 16.40 -0.97 35.20 203.79 2729.19 15656.33 UGC02953 16.5 0.34 231.00 11.90 -1.00 45.31 224.63 2668.31 11345.04 UGC02953 16.5 0.43 232.00 8.04 -1.04 56.16 236.57 2601.44 8539.84 UGC02953 16.5 0.51 232.00 6.53 -1.11 65.37 243.18 2543.41 6949.05 UGC02953 16.5 0.60 232.00 4.75 -1.21 75.35 248.89 2479.67 5592.32 UGC02953 16.5 0.69 232.00 4.00 -1.34 84.97 252.61 2417.53 4572.83 UGC02953 16.5 0.77 233.00 5.69 -1.48 93.17 255.01 2363.60 3849.38 UGC02953 16.5 0.86 233.00 4.83 -1.64 102.03 256.40 2304.36 3221.94 UGC02953 16.5 0.95 234.00 10.80 -1.82 110.51 257.17 2246.61 2765.52 UGC02953 16.5 1.03 235.00 10.30 -2.00 117.74 258.40 2196.50 2416.65 UGC02953 16.5 1.11 235.00 10.60 -2.17 124.74 258.76 2147.50 2096.14 UGC02953 16.5 1.20 236.00 10.20 -2.35 132.45 259.47 2093.68 1752.88 UGC02953 16.5 1.29 237.00 10.60 -2.54 139.94 259.74 2041.21 1444.87 UGC02953 16.5 1.38 238.00 14.20 -2.73 147.10 259.48 1990.06 1174.70 UGC02953 16.5 1.46 238.00 14.10 -2.94 153.23 258.65 1945.67 969.16 UGC02953 16.5 1.55 239.00 19.60 -3.15 159.87 257.13 1896.90 770.65 UGC02953 16.5 1.63 240.00 17.80 -3.37 165.58 255.36 1854.59 629.73 UGC02953 16.5 1.72 241.00 7.14 -3.59 171.83 252.89 1808.11 495.74 UGC02953 16.5 1.80 242.00 11.90 -3.81 177.21 250.43 1767.23 402.06 UGC02953 16.5 1.89 243.00 10.90 -4.02 183.03 247.35 1719.56 316.59 UGC02953 16.5 1.98 244.00 17.60 -4.24 188.55 244.09 1672.10 250.14 UGC02953 16.5 2.07 246.00 11.40 -4.48 193.82 240.73 1628.43 196.88 UGC02953 16.5 2.15 247.00 12.90 -4.72 198.33 237.68 1591.58 160.14 UGC02953 16.5 2.23 248.00 15.40 -4.99 202.68 234.62 1556.82 129.09 UGC02953 16.5 2.32 249.00 17.60 -5.25 207.44 231.17 1520.10 101.99 UGC02953 16.5 2.40 251.00 24.00 -5.52 211.55 228.14 1490.64 82.62 UGC02953 16.5 2.49 252.00 10.10 -5.80 216.16 224.74 1462.65 65.01 UGC02953 16.5 2.58 253.00 12.00 -6.06 220.83 221.41 1439.08 51.48 UGC02953 16.5 2.67 254.00 6.34 -6.31 225.64 218.17 1415.29 40.48 UGC02953 16.5 2.75 256.00 6.22 -6.56 230.00 215.36 1394.11 32.75 UGC02953 16.5 2.83 257.00 5.60 -6.82 234.46 212.60 1373.66 26.62 UGC02953 16.5 2.92 259.00 8.73 -7.07 239.57 209.57 1344.19 20.95 UGC02953 16.5 3.00 260.00 5.19 -7.31 243.97 206.96 1311.28 16.93 UGC02953 16.5 3.09 262.00 11.00 -7.55 248.68 204.14 1269.31 13.39 UGC02953 16.5 3.18 263.00 16.00 -7.78 252.98 201.42 1224.91 10.58 UGC02953 16.5 3.27 264.00 13.10 -8.00 256.93 198.78 1182.82 8.31 UGC02953 16.5 3.35 266.00 11.80 -8.21 260.17 196.48 1144.53 6.73 UGC02953 16.5 3.43 267.00 12.70 -8.40 263.10 194.27 1105.43 5.47 UGC02953 16.5 4.21 280.00 5.52 -9.93 282.25 175.61 838.68 0.70 UGC02953 16.5 4.29 282.00 2.35 -10.07 283.70 173.97 817.02 0.56 UGC02953 16.5 4.38 283.00 5.10 -10.20 285.12 172.20 793.56 0.44 UGC02953 16.5 4.47 285.00 4.61 -10.32 286.54 170.45 771.06 0.35 UGC02953 16.5 4.80 290.00 10.80 -10.66 290.98 164.51 698.48 0.15 UGC02953 16.5 5.25 296.00 2.85 -10.87 296.92 157.31 618.22 0.04 UGC02953 16.5 5.32 298.00 1.92 -10.98 297.80 156.27 605.44 0.04 UGC02953 16.5 5.41 299.00 4.29 -10.98 298.79 154.97 589.09 0.03 UGC02953 16.5 5.50 300.00 4.92 -10.87 299.65 153.70 572.85 0.02 UGC02953 16.5 5.58 301.00 2.24 -10.87 300.25 152.59 558.57 0.02 UGC02953 16.5 5.67 302.00 4.59 -10.87 300.59 151.39 543.65 0.01 UGC02953 16.5 5.76 303.00 5.07 -10.77 301.15 150.21 529.17 0.01 UGC02953 16.5 6.00 306.00 7.89 -10.56 302.48 147.17 492.68 0.01 UGC02953 16.5 6.18 307.00 4.41 -10.25 303.22 145.01 468.31 0.00 UGC02953 16.5 6.27 308.00 3.20 -10.11 303.58 143.96 458.48 0.00 UGC02953 16.5 6.36 309.00 6.66 -9.94 303.97 142.94 449.61 0.00 UGC02953 16.5 6.45 310.00 5.83 -9.76 304.41 141.93 441.70 0.00 UGC02953 16.5 6.53 310.00 3.83 -9.58 304.83 141.06 435.47 0.00 UGC02953 16.5 6.61 311.00 2.41 -9.37 305.34 140.20 430.01 0.00 UGC02953 16.5 6.70 312.00 1.25 -9.15 306.03 139.26 424.77 0.00 UGC02953 16.5 6.79 312.00 3.61 -8.91 306.85 138.35 417.48 0.00 UGC02953 16.5 6.87 313.00 13.80 -8.64 307.19 137.53 408.19 0.00 UGC02953 16.5 6.96 313.00 4.58 -8.36 307.95 136.63 397.12 0.00 UGC02953 16.5 7.05 314.00 3.05 -8.05 308.63 135.75 385.39 0.00 UGC02953 16.5 7.20 315.00 1.38 -7.43 309.44 134.31 364.37 0.00 UGC02953 16.5 7.39 316.00 0.75 -6.59 309.73 132.58 335.10 0.00 UGC02953 16.5 7.47 316.00 8.57 -6.16 309.53 131.86 325.32 0.00 UGC02953 16.5 7.99 318.00 1.36 -2.38 307.52 127.53 288.76 0.00 UGC02953 16.5 8.08 318.00 16.00 -0.67 307.34 126.82 285.24 0.00 UGC02953 16.5 8.16 318.00 5.50 2.00 307.11 126.20 282.80 0.00 UGC02953 16.5 8.25 319.00 2.94 2.92 307.22 125.51 276.89 0.00 UGC02953 16.5 8.34 319.00 1.74 3.49 307.32 124.83 270.93 0.00 UGC02953 16.5 8.40 319.00 2.20 3.85 307.36 124.38 266.95 0.00 UGC02953 16.5 9.59 319.00 3.23 7.94 304.71 116.41 195.24 0.00 UGC02953 16.5 10.80 317.00 4.08 12.02 299.89 109.70 155.37 0.00 UGC02953 16.5 12.02 312.00 2.62 17.77 298.77 103.98 118.88 0.00 UGC02953 16.5 13.22 308.00 0.76 22.79 295.36 99.15 82.40 0.00 UGC02953 16.5 14.42 303.00 1.86 24.88 287.38 94.93 50.37 0.00 UGC02953 16.5 15.63 298.00 1.34 24.46 274.79 91.19 30.81 0.00 UGC02953 16.5 16.83 296.00 1.41 24.25 262.23 87.87 22.51 0.00 UGC02953 16.5 18.03 294.00 1.15 25.92 253.58 84.90 18.71 0.00 UGC02953 16.5 19.23 294.00 0.59 28.33 245.50 82.21 12.92 0.00 UGC02953 16.5 20.43 294.00 0.50 31.05 237.34 79.76 9.23 0.00 UGC02953 16.5 21.64 292.00 1.21 33.56 229.62 77.50 6.57 0.00 UGC02953 16.5 22.84 290.00 1.21 34.91 222.49 75.43 4.66 0.00 UGC02953 16.5 24.04 287.00 0.81 34.60 215.84 73.53 3.32 0.00 UGC02953 16.5 25.24 283.00 1.08 32.72 209.67 71.76 2.37 0.00 UGC02953 16.5 26.44 279.00 1.87 31.05 203.93 70.11 1.69 0.00 UGC02953 16.5 27.65 276.00 1.55 30.52 198.57 68.56 1.20 0.00 UGC02953 16.5 28.85 273.00 1.90 30.21 193.62 67.12 0.86 0.00 UGC02953 16.5 30.05 271.00 1.12 30.00 189.02 65.76 0.61 0.00 UGC02953 16.5 31.25 270.00 1.41 30.73 184.73 64.49 0.43 0.00 UGC02953 16.5 32.34 268.00 1.76 31.88 181.07 63.39 0.32 0.00 UGC02953 16.5 33.55 267.00 1.81 33.03 177.28 62.24 0.23 0.00 UGC02953 16.5 34.75 266.00 2.18 33.45 173.75 61.15 0.16 0.00 UGC02953 16.5 35.95 265.00 3.01 33.24 170.44 60.13 0.12 0.00 UGC02953 16.5 37.15 264.00 2.04 32.93 167.32 59.15 0.08 0.00 UGC02953 16.5 38.35 264.00 1.58 32.82 164.38 58.21 0.06 0.00 UGC02953 16.5 39.56 264.00 3.23 33.03 161.57 57.32 0.04 0.00 UGC02953 16.5 40.76 264.00 2.94 33.76 158.94 56.47 0.03 0.00 UGC02953 16.5 41.96 264.00 1.62 34.29 156.44 55.65 0.02 0.00 UGC02953 16.5 43.16 264.00 2.15 34.29 154.06 54.87 0.02 0.00 UGC02953 16.5 44.36 262.00 4.45 34.08 151.79 54.13 0.01 0.00 UGC02953 16.5 45.57 260.00 7.43 34.39 149.61 53.40 0.01 0.00 UGC02953 16.5 46.77 258.00 7.22 34.81 147.54 52.71 0.01 0.00 UGC02953 16.5 47.97 257.00 5.37 34.81 145.56 52.05 0.00 0.00 UGC02953 16.5 49.17 258.00 5.43 34.60 143.67 51.41 0.00 0.00 UGC02953 16.5 50.37 260.00 6.47 34.60 141.84 50.79 0.00 0.00 UGC02953 16.5 51.58 263.00 5.75 34.60 140.10 50.20 0.00 0.00 UGC02953 16.5 52.78 265.00 5.54 34.18 138.41 49.62 0.00 0.00 UGC02953 16.5 53.98 266.00 4.43 33.56 136.79 49.07 0.00 0.00 UGC02953 16.5 55.18 266.00 4.71 33.14 135.22 48.53 0.00 0.00 UGC02953 16.5 57.59 262.00 5.28 32.72 132.24 47.50 0.00 0.00 UGC02953 16.5 59.99 263.00 4.70 31.36 129.47 46.54 0.00 0.00 UGC02953 16.5 62.39 272.00 5.04 30.52 126.87 45.64 0.00 0.00 UGC03205 50.0 0.28 107.00 30.20 -1.60 13.69 91.46 618.49 5800.33 UGC03205 50.0 0.55 121.00 15.60 -2.32 26.00 143.82 603.26 3274.79 UGC03205 50.0 0.83 134.00 8.69 -3.04 37.95 161.88 587.86 1870.98 UGC03205 50.0 1.39 157.00 12.50 -4.39 60.02 171.18 558.23 849.89 UGC03205 50.0 1.65 168.00 11.70 -4.98 69.62 173.79 544.98 599.88 UGC03205 50.0 3.04 207.00 8.04 -7.06 115.86 156.10 470.23 10.13 UGC03205 50.0 3.32 213.00 6.53 -7.33 124.12 149.78 462.95 3.88 UGC03205 50.0 3.59 218.00 11.20 -7.54 132.68 144.22 455.55 1.53 UGC03205 50.0 3.87 222.00 6.05 -7.69 142.15 138.97 450.84 0.59 UGC03205 50.0 4.15 226.00 5.41 -7.79 153.48 134.27 445.20 0.23 UGC03205 50.0 4.43 229.00 5.96 -7.83 164.20 129.95 417.46 0.09 UGC03205 50.0 4.70 232.00 7.41 -7.81 172.50 126.18 387.64 0.03 UGC03205 50.0 4.97 234.00 6.10 -7.72 178.86 122.67 357.56 0.01 UGC03205 50.0 5.25 235.00 3.89 -7.58 184.40 119.35 339.44 0.01 UGC03205 50.0 5.52 236.00 9.03 -7.35 190.48 116.43 324.46 0.00 UGC03205 50.0 5.80 237.00 10.00 -7.05 196.76 113.55 303.79 0.00 UGC03205 50.0 6.08 237.00 7.36 -6.70 202.21 110.91 281.08 0.00 UGC03205 50.0 6.36 237.00 10.20 -6.27 207.12 108.43 256.11 0.00 UGC03205 50.0 6.63 236.00 10.40 -5.76 210.37 106.22 231.86 0.00 UGC03205 50.0 6.91 236.00 5.83 -5.16 212.88 104.02 209.52 0.00 UGC03205 50.0 7.19 235.00 5.43 -4.56 214.54 101.99 188.62 0.00 UGC03205 50.0 7.27 234.00 8.36 -4.39 214.82 101.43 183.32 0.00 UGC03205 50.0 7.46 234.00 7.88 -3.95 215.36 100.13 171.57 0.00 UGC03205 50.0 8.02 231.00 8.17 1.42 216.46 96.57 142.56 0.00 UGC03205 50.0 8.29 229.00 5.82 3.82 216.57 94.99 129.68 0.00 UGC03205 50.0 8.56 228.00 7.21 5.49 216.49 93.48 117.85 0.00 UGC03205 50.0 8.84 226.00 18.20 7.01 215.92 91.98 106.56 0.00 UGC03205 50.0 9.12 224.00 9.11 8.51 215.26 90.56 96.24 0.00 UGC03205 50.0 9.69 221.00 5.56 11.96 213.03 87.86 78.11 0.00 UGC03205 50.0 12.11 216.00 3.21 24.01 197.34 78.59 33.45 0.00 UGC03205 50.0 14.58 220.00 1.89 33.03 180.81 71.62 16.19 0.00 UGC03205 50.0 14.68 220.00 7.66 33.34 180.14 71.38 15.84 0.00 UGC03205 50.0 15.20 221.00 9.52 34.96 176.93 70.15 14.51 0.00 UGC03205 50.0 15.50 221.00 13.60 35.77 175.40 69.47 13.84 0.00 UGC03205 50.0 15.71 221.00 8.15 36.68 174.35 69.00 13.25 0.00 UGC03205 50.0 16.02 221.00 4.11 37.49 172.90 68.33 12.42 0.00 UGC03205 50.0 16.32 221.00 5.37 38.30 171.46 67.70 11.67 0.00 UGC03205 50.0 16.53 221.00 5.06 39.11 170.51 67.27 11.18 0.00 UGC03205 50.0 16.84 221.00 11.40 39.92 169.21 66.64 10.50 0.00 UGC03205 50.0 16.94 221.00 2.56 40.33 168.81 66.45 10.27 0.00 UGC03205 50.0 19.40 218.00 1.70 47.22 157.90 62.09 4.85 0.00 UGC03205 50.0 21.77 216.00 1.13 52.28 148.59 58.61 2.49 0.00 UGC03205 50.0 24.23 215.00 1.77 54.82 138.99 55.56 0.86 0.00 UGC03205 50.0 26.69 212.00 2.47 55.53 130.82 52.94 0.40 0.00 UGC03205 50.0 29.06 208.00 1.44 54.01 124.32 50.73 0.19 0.00 UGC03205 50.0 31.52 209.00 2.88 51.78 118.54 48.71 0.09 0.00 UGC03205 50.0 36.34 220.00 4.09 47.22 109.34 45.37 0.02 0.00 UGC03205 50.0 40.04 220.00 6.32 42.76 103.66 43.22 0.00 0.00 UGC03546 28.7 0.63 262.00 73.60 -0.79 82.82 389.26 1981.83 3538.94 UGC03546 28.7 0.79 250.00 55.50 -0.85 98.90 366.12 1833.29 1444.35 UGC03546 28.7 0.95 241.00 42.90 -0.88 113.48 343.54 1695.88 614.37 UGC03546 28.7 1.11 234.00 31.90 -0.87 126.74 322.48 1568.78 245.76 UGC03546 28.7 1.27 228.00 28.80 -0.80 138.83 303.96 1451.19 56.22 UGC03546 28.7 1.43 225.00 24.20 -0.68 149.76 286.96 1332.14 9.44 UGC03546 28.7 1.59 222.00 12.20 -0.44 159.73 272.22 1252.07 1.58 UGC03546 28.7 1.90 221.00 6.34 0.78 176.94 249.03 1066.65 0.05 UGC03546 28.7 2.06 221.00 12.20 1.08 185.04 239.17 987.42 0.01 UGC03546 28.7 2.22 222.00 16.90 1.32 192.44 230.43 907.47 0.00 UGC03546 28.7 2.38 222.00 26.00 1.56 199.32 222.52 828.95 0.00 UGC03546 28.7 2.79 221.00 13.10 2.09 211.11 205.57 608.92 0.00 UGC03546 28.7 2.86 221.00 11.80 2.18 212.46 203.04 578.56 0.00 UGC03546 28.7 3.02 220.00 22.90 2.37 214.79 197.59 513.59 0.00 UGC03546 28.7 4.17 205.00 8.45 2.86 211.54 168.15 210.33 0.00 UGC03546 28.7 5.56 190.00 13.30 -1.54 194.36 145.62 128.85 0.00 UGC03546 28.7 6.96 190.00 8.87 -5.89 186.95 130.15 94.62 0.00 UGC03546 28.7 8.35 198.00 3.19 -6.18 182.36 118.83 73.26 0.00 UGC03546 28.7 9.73 204.00 2.56 5.96 181.71 110.08 49.74 0.00 UGC03546 28.7 11.14 204.00 1.09 14.87 174.04 102.88 28.48 0.00 UGC03546 28.7 12.51 201.00 0.57 22.04 166.83 97.08 22.20 0.00 UGC03546 28.7 13.88 203.00 0.75 28.09 161.75 92.17 16.63 0.00 UGC03546 28.7 15.35 202.00 0.89 32.20 157.11 87.64 10.43 0.00 UGC03546 28.7 16.72 198.00 1.58 34.45 151.02 83.97 5.62 0.00 UGC03546 28.7 18.08 195.00 1.50 34.96 144.44 80.75 2.73 0.00 UGC03546 28.7 19.45 194.00 2.16 34.55 137.88 77.86 1.14 0.00 UGC03546 28.7 20.92 192.00 6.21 33.63 131.28 75.07 0.00 0.00 UGC03546 28.7 22.92 190.00 3.14 31.78 123.21 71.72 0.00 0.00 UGC03546 28.7 25.02 191.00 14.60 29.63 116.76 68.65 0.00 0.00 UGC03546 28.7 29.23 193.00 18.60 26.35 106.80 63.51 0.00 0.00 UGC03580 20.7 0.11 56.20 28.50 -1.03 10.27 44.15 655.22 4452.47 UGC03580 20.7 0.23 64.60 22.70 -1.23 20.21 75.69 599.52 2773.90 UGC03580 20.7 0.34 70.20 17.20 -1.32 28.30 90.09 552.64 1731.65 UGC03580 20.7 0.46 71.60 11.70 -1.38 36.17 97.29 505.66 1079.38 UGC03580 20.7 0.57 71.00 11.30 -1.41 42.64 98.40 466.11 777.25 UGC03580 20.7 0.69 69.00 9.37 -1.36 48.95 99.30 426.49 601.37 UGC03580 20.7 0.80 67.70 6.23 -1.23 54.16 100.36 393.14 459.37 UGC03580 20.7 0.92 66.90 4.00 -0.91 59.24 100.84 359.72 348.84 UGC03580 20.7 1.03 66.60 3.10 0.49 63.40 101.52 331.59 233.68 UGC03580 20.7 1.14 66.80 3.02 1.27 67.15 100.91 305.66 159.27 UGC03580 20.7 1.26 67.40 3.09 1.89 70.78 99.65 279.67 96.37 UGC03580 20.7 1.37 68.30 2.71 2.47 73.73 97.83 257.80 50.26 UGC03580 20.7 1.49 69.60 2.75 2.98 76.63 95.14 239.14 24.69 UGC03580 20.7 1.61 71.20 2.61 3.52 79.45 92.26 221.75 12.13 UGC03580 20.7 1.71 72.90 4.09 4.06 81.60 89.85 205.51 6.74 UGC03580 20.7 1.83 74.90 6.17 4.62 83.69 87.09 183.40 3.33 UGC03580 20.7 1.94 77.00 7.74 5.19 85.04 84.69 167.21 1.73 UGC03580 20.7 2.06 79.20 5.36 5.77 86.25 82.25 154.41 0.85 UGC03580 20.7 2.18 81.40 6.34 6.34 87.49 79.96 146.81 0.42 UGC03580 20.7 2.29 83.60 2.03 6.95 88.91 78.04 140.69 0.22 UGC03580 20.7 2.40 85.70 1.94 7.56 90.40 76.26 131.91 0.11 UGC03580 20.7 2.52 87.80 1.70 8.20 91.90 74.41 120.79 0.06 UGC03580 20.7 2.63 89.70 2.16 8.89 92.95 72.86 108.91 0.03 UGC03580 20.7 2.75 91.40 1.88 9.58 93.65 71.23 96.05 0.01 UGC03580 20.7 2.86 92.80 3.36 10.31 93.97 69.85 86.65 0.01 UGC03580 20.7 2.98 94.10 1.40 11.11 94.10 68.43 77.70 0.00 UGC03580 20.7 3.09 95.20 5.51 11.94 93.98 67.21 70.44 0.00 UGC03580 20.7 3.20 96.10 6.23 12.77 93.74 66.06 64.18 0.00 UGC03580 20.7 4.52 97.40 2.30 19.31 88.08 55.57 28.91 0.00 UGC03580 20.7 4.69 96.90 11.70 19.73 87.36 54.55 26.51 0.00 UGC03580 20.7 6.03 96.80 2.30 22.95 81.50 48.11 14.16 0.00 UGC03580 20.7 7.53 105.00 1.02 26.37 76.78 43.05 8.19 0.00 UGC03580 20.7 8.58 110.00 7.12 28.87 73.00 40.33 5.41 0.00 UGC03580 20.7 8.70 110.00 5.26 29.07 72.69 40.05 5.18 0.00 UGC03580 20.7 8.82 110.00 5.16 29.38 72.31 39.78 4.95 0.00 UGC03580 20.7 9.03 111.00 0.82 29.90 71.64 39.31 4.58 0.00 UGC03580 20.7 9.05 111.00 7.81 29.90 71.58 39.27 4.54 0.00 UGC03580 20.7 10.53 112.00 1.43 33.33 67.30 36.41 2.67 0.00 UGC03580 20.7 12.07 112.00 1.21 36.03 63.57 34.00 1.50 0.00 UGC03580 20.7 13.58 114.00 1.35 37.90 59.74 32.06 0.69 0.00 UGC03580 20.7 15.09 118.00 1.36 39.04 56.25 30.41 0.37 0.00 UGC03580 20.7 16.60 122.00 1.44 39.66 53.26 29.00 0.20 0.00 UGC03580 20.7 18.11 125.00 1.64 40.08 50.67 27.76 0.11 0.00 UGC03580 20.7 19.62 128.00 1.97 40.18 48.42 26.67 0.06 0.00 UGC03580 20.7 21.02 131.00 1.81 39.87 46.57 25.77 0.03 0.00 UGC03580 20.7 24.04 127.00 1.93 37.17 43.23 24.09 0.01 0.00 UGC03580 20.7 27.06 124.00 1.92 34.89 40.56 22.71 0.00 0.00 UGC04278 9.51 0.14 5.23 5.31 -0.97 4.32 0.00 79.35 0.00 UGC04278 9.51 0.42 15.40 7.78 0.23 11.34 0.00 66.89 0.00 UGC04278 9.51 0.69 24.40 4.00 3.77 17.59 0.00 63.43 0.00 UGC04278 9.51 0.97 32.10 4.00 5.25 23.49 0.00 52.56 0.00 UGC04278 9.51 1.25 34.60 4.00 5.18 27.96 0.00 40.76 0.00 UGC04278 9.51 1.52 37.90 4.00 -5.25 30.30 0.00 26.46 0.00 UGC04278 9.51 1.80 40.50 4.00 -9.36 30.65 0.00 21.33 0.00 UGC04278 9.51 2.07 43.00 4.00 -9.36 30.82 0.00 17.73 0.00 UGC04278 9.51 2.35 45.10 4.00 -7.81 31.07 0.00 15.71 0.00 UGC04278 9.51 2.63 45.60 4.00 -5.60 31.29 0.00 14.32 0.00 UGC04278 9.51 2.91 49.20 13.00 -4.88 31.96 0.00 13.15 0.00 UGC04278 9.51 3.19 50.30 4.00 -6.06 32.66 0.00 11.82 0.00 UGC04278 9.51 3.46 53.70 4.19 -7.65 33.34 0.00 10.46 0.00 UGC04278 9.51 3.74 58.00 7.53 -8.90 33.79 0.00 9.02 0.00 UGC04278 9.51 4.01 64.40 4.00 -9.52 33.93 0.00 7.85 0.00 UGC04278 9.51 4.29 67.50 4.00 -10.37 34.12 0.00 7.26 0.00 UGC04278 9.51 4.57 71.30 4.00 -8.76 34.51 0.00 6.60 0.00 UGC04278 9.51 4.85 75.60 4.00 1.41 34.99 0.00 5.83 0.00 UGC04278 9.51 5.13 80.00 4.00 9.52 35.27 0.00 4.74 0.00 UGC04278 9.51 5.40 82.80 4.00 17.13 35.21 0.00 4.00 0.00 UGC04278 9.51 5.68 84.80 15.70 23.98 35.26 0.00 3.57 0.00 UGC04278 9.51 5.86 86.30 16.80 27.31 35.38 0.00 3.09 0.00 UGC04278 9.51 6.36 90.20 8.07 36.83 34.91 0.00 1.48 0.00 UGC04278 9.51 6.51 91.30 4.00 39.02 34.54 0.00 1.14 0.00 UGC04278 9.51 6.69 92.80 8.75 38.64 34.02 0.00 0.79 0.00 UGC04305 3.45 0.25 3.17 3.22 -1.04 6.45 0.00 73.77 0.00 UGC04305 3.45 0.50 10.50 3.32 -3.35 13.17 0.00 58.74 0.00 UGC04305 3.45 0.75 17.50 4.47 4.05 18.27 0.00 53.03 0.00 UGC04305 3.45 1.00 22.70 4.96 4.85 24.79 0.00 53.05 0.00 UGC04305 3.45 1.26 29.70 5.29 6.16 29.98 0.00 33.12 0.00 UGC04305 3.45 1.50 34.50 4.70 7.83 30.56 0.00 23.92 0.00 UGC04305 3.45 1.76 36.00 3.51 8.37 30.97 0.00 17.24 0.00 UGC04305 3.45 2.01 37.30 3.45 8.40 29.96 0.00 13.58 0.00 UGC04305 3.45 2.26 35.60 3.57 10.27 30.04 0.00 14.97 0.00 UGC04305 3.45 2.51 34.90 3.88 11.89 31.48 0.00 13.82 0.00 UGC04305 3.45 2.76 32.70 3.27 15.11 33.07 0.00 11.76 0.00 UGC04305 3.45 3.01 32.80 3.21 17.63 34.11 0.00 8.80 0.00 UGC04305 3.45 3.27 33.20 3.21 19.74 33.92 0.00 5.53 0.00 UGC04305 3.45 3.51 32.10 3.23 22.06 33.27 0.00 4.03 0.00 UGC04305 3.45 3.76 30.10 3.16 23.37 32.39 0.00 2.74 0.00 UGC04305 3.45 4.02 32.30 3.16 24.68 31.18 0.00 1.92 0.00 UGC04305 3.45 4.26 33.60 3.12 25.38 30.16 0.00 1.67 0.00 UGC04305 3.45 4.52 35.10 3.12 25.99 29.51 0.00 1.74 0.00 UGC04305 3.45 4.77 35.30 3.12 26.59 29.25 0.00 1.45 0.00 UGC04305 3.45 5.02 35.20 3.13 26.90 29.10 0.00 1.14 0.00 UGC04305 3.45 5.27 34.60 3.11 27.20 28.04 0.00 0.00 0.00 UGC04305 3.45 5.52 33.00 3.11 27.30 26.80 0.00 0.00 0.00 UGC04325 9.6 0.70 41.30 3.05 2.87 20.97 0.00 87.42 0.00 UGC04325 9.6 1.40 68.70 3.07 6.75 32.22 0.00 61.10 0.00 UGC04325 9.6 2.09 83.80 3.05 14.14 40.91 0.00 42.17 0.00 UGC04325 9.6 2.79 88.70 3.05 20.18 46.75 0.00 29.93 0.00 UGC04325 9.6 3.49 90.10 3.05 24.08 50.10 0.00 17.39 0.00 UGC04325 9.6 4.19 91.60 3.05 26.71 49.34 0.00 9.83 0.00 UGC04325 9.6 4.89 92.70 3.05 28.08 47.94 0.00 4.64 0.00 UGC04325 9.6 5.59 91.50 3.05 29.25 45.47 0.00 1.75 0.00 UGC04483 3.34 0.08 5.11 2.79 1.47 3.91 0.00 41.70 0.00 UGC04483 3.34 0.24 10.80 1.94 4.46 8.92 0.00 19.51 0.00 UGC04483 3.34 0.40 17.30 1.56 7.28 9.95 0.00 6.19 0.00 UGC04483 3.34 0.57 20.80 1.25 9.38 9.70 0.00 2.73 0.00 UGC04483 3.34 0.73 20.80 1.62 10.63 9.13 0.00 1.13 0.00 UGC04483 3.34 0.89 22.90 1.76 11.34 8.44 0.00 0.46 0.00 UGC04483 3.34 1.05 24.30 2.23 11.95 7.79 0.00 0.19 0.00 UGC04483 3.34 1.21 24.20 1.23 12.36 7.22 0.00 0.00 0.00 UGC04499 12.5 0.91 26.00 4.10 -3.26 30.14 0.00 60.69 0.00 UGC04499 12.5 1.82 45.10 3.02 5.75 35.45 0.00 25.56 0.00 UGC04499 12.5 2.73 57.00 2.97 15.79 36.37 0.00 15.15 0.00 UGC04499 12.5 3.63 62.00 2.85 22.36 38.25 0.00 9.97 0.00 UGC04499 12.5 4.55 66.90 2.75 25.59 37.10 0.00 5.38 0.00 UGC04499 12.5 5.45 70.60 2.86 27.95 35.74 0.00 3.28 0.00 UGC04499 12.5 6.37 72.80 2.66 28.63 34.29 0.00 2.46 0.00 UGC04499 12.5 7.28 73.30 2.66 31.18 33.63 0.00 1.53 0.00 UGC04499 12.5 8.18 74.30 2.67 32.26 33.14 0.00 0.00 0.00 UGC05005 53.7 0.78 14.50 8.10 3.09 15.78 0.00 53.49 0.00 UGC05005 53.7 2.34 32.60 26.80 8.01 29.57 0.00 27.34 0.00 UGC05005 53.7 3.91 48.60 11.30 11.69 39.92 0.00 21.36 0.00 UGC05005 53.7 5.47 58.10 6.10 14.84 44.43 0.00 11.76 0.00 UGC05005 53.7 7.04 65.90 8.71 17.28 44.27 0.00 7.46 0.00 UGC05005 53.7 8.60 72.50 12.20 20.43 44.23 0.00 4.27 0.00 UGC05005 53.7 10.17 78.60 28.40 23.88 42.94 0.00 2.88 0.00 UGC05005 53.7 17.97 97.10 10.00 35.26 33.89 0.00 0.23 0.00 UGC05005 53.7 21.07 99.40 10.00 36.58 30.93 0.00 0.09 0.00 UGC05005 53.7 22.72 100.00 10.00 37.09 29.59 0.00 0.05 0.00 UGC05005 53.7 28.61 99.10 10.00 39.02 25.82 0.00 0.00 0.00 UGC05253 22.9 0.13 232.00 33.40 -2.47 8.23 149.99 789.02 34497.80 UGC05253 22.9 0.25 233.00 16.90 -2.73 15.54 220.78 767.45 20300.24 UGC05253 22.9 0.38 234.00 14.60 -2.63 23.07 253.99 744.75 12406.57 UGC05253 22.9 0.51 235.00 10.60 -2.41 30.21 269.15 722.72 8657.54 UGC05253 22.9 0.63 236.00 9.12 -2.13 36.51 276.27 702.97 6495.51 UGC05253 22.9 0.76 237.00 10.30 -1.79 43.02 278.60 682.17 5042.31 UGC05253 22.9 0.89 238.00 9.95 -1.58 49.25 279.31 662.00 4041.77 UGC05253 22.9 1.01 239.00 3.51 -1.03 54.76 280.44 643.90 3369.65 UGC05253 22.9 1.14 240.00 3.18 0.66 60.48 280.12 624.86 2769.16 UGC05253 22.9 1.27 240.00 5.19 1.42 65.96 277.94 606.37 2377.10 UGC05253 22.9 1.39 241.00 3.54 1.91 70.82 277.61 589.80 2088.11 UGC05253 22.9 1.52 242.00 2.60 2.31 75.88 276.52 572.35 1763.10 UGC05253 22.9 1.65 242.00 1.75 2.69 80.73 274.47 555.42 1547.08 UGC05253 22.9 1.77 243.00 1.94 3.02 85.03 272.42 540.24 1396.25 UGC05253 22.9 1.90 244.00 3.09 3.34 89.52 270.29 524.26 1264.29 UGC05253 22.9 2.03 244.00 1.60 3.66 93.85 268.35 508.76 1155.08 UGC05253 22.9 2.16 244.00 3.00 3.96 97.99 266.67 493.71 1069.65 UGC05253 22.9 2.28 245.00 2.19 4.26 101.66 265.58 480.21 994.58 UGC05253 22.9 2.41 245.00 3.01 4.56 105.49 264.78 466.01 911.52 UGC05253 22.9 2.54 246.00 2.64 4.87 109.17 264.37 452.22 823.77 UGC05253 22.9 2.66 246.00 2.38 5.17 112.45 264.00 439.86 744.22 UGC05253 22.9 2.79 246.00 3.72 5.46 115.87 263.68 426.85 660.00 UGC05253 22.9 2.92 247.00 3.54 5.76 119.17 263.16 414.23 582.56 UGC05253 22.9 3.04 247.00 3.74 6.05 122.10 262.58 402.90 515.24 UGC05253 22.9 3.17 247.00 5.11 6.34 125.13 261.72 390.98 447.13 UGC05253 22.9 3.30 247.00 3.63 6.65 128.05 260.64 379.43 390.04 UGC05253 22.9 3.42 247.00 3.84 6.94 130.65 259.42 369.05 346.72 UGC05253 22.9 3.55 248.00 5.12 7.23 133.35 257.92 358.13 306.25 UGC05253 22.9 3.68 248.00 2.77 7.53 135.94 256.73 347.54 261.67 UGC05253 22.9 3.80 248.00 3.24 7.83 138.27 255.39 338.03 221.06 UGC05253 22.9 3.93 248.00 6.79 8.14 140.68 253.66 328.04 184.97 UGC05253 22.9 4.06 248.00 8.39 8.44 143.00 251.85 318.34 152.68 UGC05253 22.9 4.18 248.00 2.73 8.74 145.04 249.97 309.63 127.51 UGC05253 22.9 4.31 248.00 13.70 9.04 147.17 247.82 300.48 105.36 UGC05253 22.9 4.44 248.00 4.89 9.34 149.24 245.63 291.59 85.30 UGC05253 22.9 4.56 248.00 5.71 9.66 151.08 243.50 283.61 69.26 UGC05253 22.9 4.69 248.00 15.10 9.96 152.98 241.12 275.22 55.53 UGC05253 22.9 4.82 248.00 10.50 10.27 154.80 238.76 267.10 44.24 UGC05253 22.9 4.94 248.00 1.58 10.63 156.43 236.51 259.78 33.76 UGC05253 22.9 4.99 248.00 4.77 10.73 157.09 235.57 256.79 30.21 UGC05253 22.9 5.07 248.00 4.36 10.94 158.13 234.04 252.09 25.33 UGC05253 22.9 5.20 248.00 8.45 11.25 159.77 231.52 244.64 19.11 UGC05253 22.9 5.45 247.00 8.25 11.88 162.71 226.76 228.88 10.99 UGC05253 22.9 5.58 247.00 2.34 12.19 164.01 224.24 219.73 8.25 UGC05253 22.9 5.70 247.00 2.34 12.50 165.02 222.01 210.92 6.36 UGC05253 22.9 5.83 247.00 6.13 12.81 165.84 219.54 201.41 4.80 UGC05253 22.9 6.47 247.00 6.89 14.58 169.31 208.79 180.58 1.17 UGC05253 22.9 6.59 246.00 5.95 14.90 170.15 206.90 177.24 0.89 UGC05253 22.9 6.66 246.00 2.29 15.11 170.65 205.85 175.39 0.77 UGC05253 22.9 6.72 246.00 4.73 15.31 171.08 204.88 173.85 0.67 UGC05253 22.9 6.85 246.00 3.02 15.63 172.07 202.98 170.68 0.51 UGC05253 22.9 6.97 246.00 5.81 16.04 173.03 201.26 167.96 0.39 UGC05253 22.9 7.10 246.00 6.32 16.36 174.15 199.41 164.62 0.29 UGC05253 22.9 7.23 246.00 8.92 16.67 175.27 197.66 160.61 0.22 UGC05253 22.9 8.32 246.00 2.13 19.69 182.58 184.24 121.40 0.02 UGC05253 22.9 10.00 245.00 2.18 23.65 183.56 168.07 79.12 0.00 UGC05253 22.9 11.61 245.00 0.94 26.98 182.90 155.97 46.64 0.00 UGC05253 22.9 13.35 246.00 2.02 29.27 173.27 145.45 28.47 0.00 UGC05253 22.9 14.98 245.00 1.33 30.52 164.53 137.31 21.41 0.00 UGC05253 22.9 16.61 245.00 1.36 32.19 157.52 130.40 17.84 0.00 UGC05253 22.9 18.34 245.00 1.59 34.17 152.73 124.10 16.28 0.00 UGC05253 22.9 19.97 245.00 2.03 36.46 150.07 118.93 12.88 0.00 UGC05253 22.9 21.60 245.00 2.36 38.96 146.26 114.35 10.52 0.00 UGC05253 22.9 23.33 244.00 4.61 41.25 143.04 110.03 8.66 0.00 UGC05253 22.9 26.70 243.00 10.60 44.17 136.92 102.85 5.39 0.00 UGC05253 22.9 29.95 239.00 17.00 44.80 130.32 97.11 3.23 0.00 UGC05253 22.9 33.32 231.00 18.30 44.07 123.68 92.07 2.03 0.00 UGC05253 22.9 36.68 219.00 12.10 44.17 117.57 87.75 1.23 0.00 UGC05253 22.9 39.94 210.00 7.50 43.75 111.91 84.09 0.83 0.00 UGC05253 22.9 43.30 210.00 3.56 43.34 107.39 80.76 0.78 0.00 UGC05253 22.9 46.67 212.00 2.64 44.90 104.00 77.79 0.53 0.00 UGC05253 22.9 49.92 213.00 6.50 46.88 101.06 75.22 0.32 0.00 UGC05253 22.9 53.29 218.00 6.53 47.82 96.26 72.80 0.00 0.00 UGC05414 9.4 0.68 20.50 2.47 1.03 19.12 0.00 63.16 0.00 UGC05414 9.4 1.37 34.60 2.45 11.15 29.14 0.00 33.43 0.00 UGC05414 9.4 2.05 46.00 2.45 16.87 32.19 0.00 19.96 0.00 UGC05414 9.4 2.74 51.80 2.46 20.26 33.36 0.00 12.10 0.00 UGC05414 9.4 3.42 56.80 2.44 21.81 33.94 0.00 8.99 0.00 UGC05414 9.4 4.11 61.40 2.44 23.37 34.30 0.00 5.91 0.00 UGC05716 21.3 1.03 39.15 4.06 3.65 21.66 0.00 30.68 0.00 UGC05716 21.3 2.07 49.15 1.65 7.45 27.59 0.00 10.30 0.00 UGC05716 21.3 3.09 55.05 0.60 11.19 26.88 0.00 4.20 0.00 UGC05716 21.3 4.13 59.35 0.41 14.76 25.30 0.00 2.03 0.00 UGC05716 21.3 5.16 63.85 0.46 18.24 24.00 0.00 0.95 0.00 UGC05716 21.3 6.20 68.20 0.86 21.81 21.76 0.00 0.28 0.00 UGC05716 21.3 7.23 71.70 1.07 25.20 19.92 0.00 0.12 0.00 UGC05716 21.3 8.26 73.50 1.07 27.64 18.42 0.00 0.05 0.00 UGC05716 21.3 9.28 73.15 1.00 28.96 17.21 0.00 0.02 0.00 UGC05716 21.3 10.34 72.50 0.74 29.43 16.16 0.00 0.01 0.00 UGC05716 21.3 11.40 73.00 1.07 28.96 15.29 0.00 0.00 0.00 UGC05716 21.3 12.37 74.70 2.09 27.83 14.60 0.00 0.00 0.00 UGC05721 6.18 0.09 16.50 4.57 1.23 16.63 0.00 657.92 0.00 UGC05721 6.18 0.27 38.50 6.88 3.67 32.22 0.00 309.01 0.00 UGC05721 6.18 0.45 47.40 4.57 5.99 40.27 0.00 181.32 0.00 UGC05721 6.18 0.63 55.50 4.57 8.14 43.48 0.00 105.94 0.00 UGC05721 6.18 0.81 56.40 5.45 10.08 44.07 0.00 62.77 0.00 UGC05721 6.18 0.99 59.80 4.57 11.72 43.71 0.00 45.10 0.00 UGC05721 6.18 1.17 67.80 4.57 13.25 44.14 0.00 29.74 0.00 UGC05721 6.18 1.35 76.40 4.57 15.37 42.83 0.00 15.24 0.00 UGC05721 6.18 1.53 81.20 4.57 18.44 40.98 0.00 9.18 0.00 UGC05721 6.18 1.71 82.20 19.20 21.32 38.82 0.00 5.33 0.00 UGC05721 6.18 1.89 82.60 4.57 22.09 36.95 0.00 3.32 0.00 UGC05721 6.18 2.07 82.30 4.57 20.36 35.17 0.00 2.34 0.00 UGC05721 6.18 2.25 82.10 4.57 17.96 33.75 0.00 1.51 0.00 UGC05721 6.18 2.67 81.40 4.57 18.44 30.81 0.00 0.67 0.00 UGC05721 6.18 3.15 79.30 4.57 20.36 27.99 0.00 0.13 0.00 UGC05721 6.18 3.61 78.50 4.57 20.55 25.88 0.00 0.04 0.00 UGC05721 6.18 4.04 78.20 4.57 20.74 24.31 0.00 0.01 0.00 UGC05721 6.18 4.49 78.10 4.57 21.71 22.96 0.00 0.00 0.00 UGC05721 6.18 4.93 78.20 4.57 23.34 21.83 0.00 0.00 0.00 UGC05721 6.18 5.38 78.30 4.57 24.59 20.85 0.00 0.00 0.00 UGC05721 6.18 5.86 78.60 4.57 24.78 19.94 0.00 0.00 0.00 UGC05721 6.18 6.28 78.90 4.57 24.59 19.24 0.00 0.00 0.00 UGC05721 6.18 6.74 79.50 4.57 24.59 18.55 0.00 0.00 0.00 UGC05750 58.7 0.31 3.10 4.50 1.00 4.05 0.00 29.26 0.00 UGC05750 58.7 1.47 15.70 8.50 4.69 16.67 0.00 21.05 0.00 UGC05750 58.7 2.52 28.00 10.00 7.69 21.39 0.00 16.18 0.00 UGC05750 58.7 3.35 36.00 11.00 9.58 24.52 0.00 12.24 0.00 UGC05750 58.7 4.09 43.60 4.50 11.47 24.68 0.00 10.94 0.00 UGC05750 58.7 4.82 49.80 4.50 13.00 26.85 0.00 11.55 0.00 UGC05750 58.7 6.60 61.50 4.50 16.38 35.05 0.00 8.67 0.00 UGC05750 58.7 7.86 68.10 12.20 18.53 38.67 0.00 7.08 0.00 UGC05750 58.7 9.43 73.40 12.20 20.89 42.63 0.00 4.37 0.00 UGC05750 58.7 11.43 77.60 11.00 23.34 39.29 0.00 0.82 0.00 UGC05750 58.7 22.85 78.90 11.00 36.96 26.56 0.00 0.00 0.00 UGC05764 7.47 0.36 21.45 1.99 2.75 5.37 0.00 14.80 0.00 UGC05764 7.47 0.73 31.30 1.58 6.05 10.22 0.00 11.43 0.00 UGC05764 7.47 1.09 41.70 1.16 9.40 11.44 0.00 3.66 0.00 UGC05764 7.47 1.45 48.35 0.44 12.81 11.24 0.00 2.65 0.00 UGC05764 7.47 1.81 50.60 0.37 16.05 11.43 0.00 2.03 0.00 UGC05764 7.47 2.17 54.05 0.59 18.46 11.43 0.00 1.59 0.00 UGC05764 7.47 2.54 55.80 0.76 20.04 11.39 0.00 1.06 0.00 UGC05764 7.47 2.90 54.55 0.71 20.71 11.38 0.00 0.81 0.00 UGC05764 7.47 3.26 50.00 2.65 20.29 11.12 0.00 0.56 0.00 UGC05764 7.47 3.62 49.90 2.77 19.63 11.17 0.00 0.44 0.00 UGC05829 8.64 0.63 14.80 5.06 -2.24 7.48 0.00 16.55 0.00 UGC05829 8.64 1.26 27.20 5.06 -3.70 13.07 0.00 13.49 0.00 UGC05829 8.64 1.88 34.10 5.06 3.88 16.73 0.00 9.83 0.00 UGC05829 8.64 2.52 38.80 5.06 -2.84 19.07 0.00 6.78 0.00 UGC05829 8.64 3.14 42.80 5.06 11.17 20.36 0.00 4.99 0.00 UGC05829 8.64 3.77 47.90 5.06 17.24 21.25 0.00 3.62 0.00 UGC05829 8.64 4.40 51.90 5.06 20.77 21.39 0.00 2.60 0.00 UGC05829 8.64 5.03 57.60 5.06 26.16 21.32 0.00 1.84 0.00 UGC05829 8.64 5.65 60.70 5.06 31.16 20.90 0.00 1.34 0.00 UGC05829 8.64 6.29 65.60 5.06 33.70 20.41 0.00 1.04 0.00 UGC05829 8.64 6.91 68.60 5.06 34.59 20.24 0.00 0.91 0.00 UGC05918 7.66 0.56 16.90 3.93 3.56 6.92 0.00 13.38 0.00 UGC05918 7.66 1.11 27.40 3.93 3.93 11.04 0.00 9.28 0.00 UGC05918 7.66 1.67 33.50 3.93 3.56 13.76 0.00 6.42 0.00 UGC05918 7.66 2.23 36.40 3.93 8.55 16.36 0.00 4.67 0.00 UGC05918 7.66 2.79 39.80 3.93 12.27 16.13 0.00 2.61 0.00 UGC05918 7.66 3.34 41.20 3.93 12.47 16.40 0.00 2.22 0.00 UGC05918 7.66 3.90 42.60 3.93 13.27 17.86 0.00 2.07 0.00 UGC05918 7.66 4.46 44.50 3.93 15.66 16.94 0.00 0.00 0.00 UGC05986 8.63 0.63 29.50 2.53 -2.22 32.45 0.00 190.91 0.00 UGC05986 8.63 1.26 50.80 3.76 -8.54 43.44 0.00 121.97 0.00 UGC05986 8.63 1.88 68.20 2.58 -2.13 53.72 0.00 104.98 0.00 UGC05986 8.63 2.51 84.30 2.28 8.88 65.57 0.00 78.13 0.00 UGC05986 8.63 3.13 95.30 2.01 11.55 69.99 0.00 48.41 0.00 UGC05986 8.63 3.77 106.00 3.58 16.04 70.54 0.00 33.32 0.00 UGC05986 8.63 4.39 112.00 4.25 20.82 71.78 0.00 24.23 0.00 UGC05986 8.63 5.02 115.00 3.18 24.30 71.41 0.00 12.56 0.00 UGC05986 8.63 5.65 116.00 2.32 25.40 67.79 0.00 6.60 0.00 UGC05986 8.63 6.28 116.00 2.01 24.60 64.52 0.00 2.89 0.00 UGC05986 8.63 6.90 116.00 2.28 25.50 61.11 0.00 0.00 0.00 UGC05986 8.63 7.54 114.00 3.05 25.70 56.38 0.00 0.00 0.00 UGC05986 8.63 8.16 112.00 3.69 24.60 53.17 0.00 0.00 0.00 UGC05986 8.63 8.79 109.00 5.10 24.90 50.65 0.00 0.00 0.00 UGC05986 8.63 9.41 107.00 6.39 27.79 48.55 0.00 0.00 0.00 UGC05999 47.7 3.48 46.20 5.00 13.28 38.73 0.00 18.53 0.00 UGC05999 47.7 6.94 81.10 5.00 23.37 40.00 0.00 5.85 0.00 UGC05999 47.7 10.42 91.20 5.00 31.30 39.75 0.00 2.23 0.00 UGC05999 47.7 13.89 97.70 5.00 35.52 35.72 0.00 0.62 0.00 UGC05999 47.7 16.22 100.00 5.00 46.95 33.50 0.00 0.00 0.00 UGC06399 18.0 0.87 24.80 6.50 2.79 20.37 0.00 60.40 0.00 UGC06399 18.0 1.74 46.20 5.60 5.75 32.61 0.00 37.93 0.00 UGC06399 18.0 2.61 60.50 5.80 9.11 37.10 0.00 26.87 0.00 UGC06399 18.0 3.50 69.60 3.90 13.36 42.69 0.00 19.23 0.00 UGC06399 18.0 4.37 77.50 3.70 16.60 44.26 0.00 11.73 0.00 UGC06399 18.0 5.24 82.90 4.50 20.91 44.12 0.00 7.50 0.00 UGC06399 18.0 6.11 84.10 4.90 23.38 43.61 0.00 4.83 0.00 UGC06399 18.0 6.98 85.60 4.90 23.92 43.31 0.00 3.40 0.00 UGC06399 18.0 7.85 87.60 4.90 25.86 40.62 0.00 0.00 0.00 UGC06446 12.0 0.58 31.30 6.30 0.00 21.35 0.00 74.79 0.00 UGC06446 12.0 1.16 54.80 5.80 2.75 29.36 0.00 33.70 0.00 UGC06446 12.0 1.74 61.10 4.10 6.18 30.80 0.00 20.14 0.00 UGC06446 12.0 2.33 63.90 4.10 7.45 31.81 0.00 12.32 0.00 UGC06446 12.0 2.91 67.20 4.10 14.25 31.67 0.00 9.18 0.00 UGC06446 12.0 3.49 70.40 3.60 16.89 31.97 0.00 6.44 0.00 UGC06446 12.0 4.07 73.70 3.60 15.31 32.15 0.00 4.92 0.00 UGC06446 12.0 4.65 78.00 4.10 18.83 31.31 0.00 2.36 0.00 UGC06446 12.0 5.23 80.80 4.10 23.23 29.91 0.00 1.67 0.00 UGC06446 12.0 5.81 80.50 3.60 26.13 28.44 0.00 1.22 0.00 UGC06446 12.0 6.40 81.30 3.60 28.95 27.55 0.00 0.87 0.00 UGC06446 12.0 6.98 82.10 4.60 31.41 26.52 0.00 0.59 0.00 UGC06446 12.0 7.62 82.80 4.60 34.05 25.42 0.00 0.38 0.00 UGC06446 12.0 8.28 84.90 5.50 34.49 24.36 0.00 0.25 0.00 UGC06446 12.0 8.90 84.30 5.50 32.03 23.44 0.00 0.16 0.00 UGC06446 12.0 9.52 83.20 7.00 32.29 22.66 0.00 0.11 0.00 UGC06446 12.0 10.22 80.10 10.80 33.08 21.62 0.00 0.00 0.00 UGC06614 88.7 3.23 194.00 16.70 -7.97 37.15 248.50 78.56 371.12 UGC06614 88.7 9.18 172.00 8.10 -15.63 83.53 176.71 55.52 1.14 UGC06614 88.7 10.64 170.00 10.70 -16.24 92.09 164.32 54.39 0.17 UGC06614 88.7 11.58 170.00 6.80 -16.14 99.29 157.52 52.22 0.05 UGC06614 88.7 12.52 171.00 6.80 -16.04 107.74 151.54 52.54 0.01 UGC06614 88.7 13.57 172.00 12.10 -16.04 120.80 145.51 47.48 0.00 UGC06614 88.7 15.76 174.00 19.60 -15.53 131.65 135.02 27.30 0.00 UGC06614 88.7 24.94 193.00 23.20 18.69 111.71 107.35 3.42 0.00 UGC06614 88.7 26.30 194.00 23.00 21.04 108.26 104.53 2.78 0.00 UGC06614 88.7 34.96 201.00 7.20 34.22 92.64 90.67 0.00 0.00 UGC06614 88.7 36.84 202.00 17.10 37.39 88.80 88.32 0.00 0.00 UGC06614 88.7 47.38 205.00 16.00 54.35 75.25 77.88 0.00 0.00 UGC06614 88.7 64.59 204.00 16.00 61.29 63.17 66.70 0.00 0.00 UGC06628 15.1 1.10 26.90 8.27 3.02 29.07 0.00 62.46 0.00 UGC06628 15.1 2.20 38.00 8.27 -3.24 37.16 0.00 33.06 0.00 UGC06628 15.1 3.30 40.50 8.27 12.42 41.22 0.00 23.94 0.00 UGC06628 15.1 4.39 41.40 8.27 16.39 45.00 0.00 17.12 0.00 UGC06628 15.1 5.50 42.30 8.27 20.17 46.13 0.00 11.39 0.00 UGC06628 15.1 6.59 42.30 8.27 25.63 47.72 0.00 7.71 0.00 UGC06628 15.1 7.69 42.30 8.27 31.39 46.74 0.00 4.88 0.00 UGC06667 18.0 0.87 26.60 4.40 0.00 6.92 0.00 10.79 0.00 UGC06667 18.0 1.74 45.20 2.70 0.00 10.96 0.00 8.69 0.00 UGC06667 18.0 2.61 57.00 3.90 8.65 14.33 0.00 6.97 0.00 UGC06667 18.0 3.50 69.30 3.00 16.06 16.78 0.00 5.78 0.00 UGC06667 18.0 4.37 77.30 3.40 18.32 18.48 0.00 4.81 0.00 UGC06667 18.0 5.24 80.70 3.90 22.41 20.02 0.00 4.19 0.00 UGC06667 18.0 6.11 84.00 3.00 23.49 21.36 0.00 3.64 0.00 UGC06667 18.0 6.98 85.00 3.00 25.65 22.68 0.00 3.22 0.00 UGC06667 18.0 7.85 85.70 3.40 24.46 24.00 0.00 2.82 0.00 UGC06786 29.3 0.16 160.00 36.00 -1.22 8.07 119.49 516.57 16013.38 UGC06786 29.3 0.32 177.00 30.90 -1.20 15.74 184.15 504.88 8275.13 UGC06786 29.3 0.49 180.00 25.30 -1.08 23.42 201.67 492.74 4561.05 UGC06786 29.3 0.65 180.00 32.00 -0.96 30.30 207.64 481.58 2982.73 UGC06786 29.3 1.30 182.00 4.72 -0.33 55.43 203.18 438.80 756.43 UGC06786 29.3 1.46 183.00 10.80 0.44 61.06 200.04 428.86 576.90 UGC06786 29.3 1.62 184.00 7.43 0.74 66.51 196.81 419.15 433.08 UGC06786 29.3 3.72 206.00 8.42 4.94 126.30 147.67 305.74 0.87 UGC06786 29.3 3.89 207.00 4.54 5.38 130.52 144.55 297.38 0.48 UGC06786 29.3 4.05 209.00 5.36 5.86 134.47 141.56 291.65 0.28 UGC06786 29.3 4.22 210.00 2.43 6.37 138.94 138.76 286.76 0.16 UGC06786 29.3 4.26 210.00 4.60 6.53 140.05 138.12 285.57 0.13 UGC06786 29.3 4.38 211.00 2.80 6.92 143.43 136.21 282.20 0.09 UGC06786 29.3 4.54 213.00 2.18 7.46 148.24 133.79 278.12 0.05 UGC06786 29.3 4.71 214.00 7.61 7.98 153.86 131.35 269.69 0.03 UGC06786 29.3 4.86 215.00 4.70 8.49 158.53 129.31 255.82 0.02 UGC06786 29.3 5.02 215.00 2.34 9.00 162.82 127.24 236.68 0.01 UGC06786 29.3 5.18 216.00 2.95 9.51 166.08 125.27 217.59 0.01 UGC06786 29.3 5.35 217.00 4.48 10.02 168.84 123.26 198.81 0.00 UGC06786 29.3 5.51 217.00 3.99 10.53 170.67 121.46 180.68 0.00 UGC06786 29.3 5.68 218.00 5.14 11.06 171.80 119.61 163.83 0.00 UGC06786 29.3 5.84 218.00 2.51 11.59 172.47 117.97 151.85 0.00 UGC06786 29.3 6.00 219.00 3.95 12.13 172.94 116.40 142.07 0.00 UGC06786 29.3 6.15 219.00 7.84 12.55 173.44 114.95 134.81 0.00 UGC06786 29.3 6.48 219.00 7.74 13.72 174.41 111.99 115.63 0.00 UGC06786 29.3 6.64 219.00 6.69 14.25 174.58 110.63 107.00 0.00 UGC06786 29.3 6.81 220.00 6.26 14.68 174.53 109.24 98.11 0.00 UGC06786 29.3 7.10 220.00 2.52 15.64 174.07 106.99 82.68 0.00 UGC06786 29.3 7.13 220.00 11.40 15.74 173.95 106.76 81.11 0.00 UGC06786 29.3 8.52 220.00 2.93 20.10 162.17 97.67 42.84 0.00 UGC06786 29.3 10.66 225.00 1.79 25.95 149.89 87.32 25.13 0.00 UGC06786 29.3 11.99 228.00 5.71 28.72 144.35 82.33 18.64 0.00 UGC06786 29.3 12.10 228.00 9.96 29.04 143.90 81.96 18.15 0.00 UGC06786 29.3 12.33 228.00 8.24 29.36 143.03 81.19 17.16 0.00 UGC06786 29.3 12.78 229.00 1.74 30.21 141.37 79.75 15.35 0.00 UGC06786 29.3 14.93 228.00 1.64 33.50 133.30 73.78 8.44 0.00 UGC06786 29.3 17.08 226.00 1.34 35.21 125.19 68.98 4.75 0.00 UGC06786 29.3 19.23 226.00 1.39 35.84 117.76 65.01 2.40 0.00 UGC06786 29.3 21.27 227.00 1.11 35.52 111.00 61.81 1.83 0.00 UGC06786 29.3 23.42 227.00 1.37 34.46 106.04 58.91 1.10 0.00 UGC06786 29.3 25.57 224.00 2.79 32.87 101.01 56.38 0.42 0.00 UGC06786 29.3 27.72 218.00 9.41 31.59 96.03 54.15 0.24 0.00 UGC06786 29.3 29.87 215.00 8.18 30.53 91.96 52.16 0.13 0.00 UGC06786 29.3 32.02 219.00 5.06 29.67 88.37 50.38 0.07 0.00 UGC06786 29.3 34.05 211.00 7.05 29.04 85.42 48.86 0.00 0.00 UGC06787 21.3 0.12 134.00 41.10 -0.73 7.68 179.06 623.48 50762.31 UGC06787 21.3 0.24 208.00 35.50 -0.84 14.95 278.38 601.67 27720.83 UGC06787 21.3 0.35 252.00 27.10 -0.93 21.23 309.46 582.34 16719.99 UGC06787 21.3 0.47 272.00 11.60 -1.09 27.71 321.20 561.97 10847.48 UGC06787 21.3 0.59 276.00 12.60 -1.27 33.83 323.58 542.31 7620.20 UGC06787 21.3 0.71 271.00 16.30 -1.49 39.63 323.15 523.34 5650.81 UGC06787 21.3 0.83 266.00 11.90 -1.72 45.13 320.31 505.02 4439.61 UGC06787 21.3 0.94 262.00 12.20 -1.96 49.93 316.84 488.80 3710.23 UGC06787 21.3 1.06 260.00 12.10 -2.21 54.94 314.79 471.70 3081.80 UGC06787 21.3 1.18 260.00 11.90 -2.45 59.69 313.21 455.20 2524.16 UGC06787 21.3 1.30 259.00 8.04 -2.69 64.21 311.21 439.27 2069.24 UGC06787 21.3 1.42 257.00 10.20 -2.93 68.53 309.11 423.91 1658.71 UGC06787 21.3 1.53 254.00 9.68 -3.17 72.32 306.55 410.29 1386.92 UGC06787 21.3 1.66 244.00 4.95 -3.41 76.57 303.54 394.76 1102.98 UGC06787 21.3 1.89 228.00 9.83 -3.87 83.60 297.20 368.72 719.64 UGC06787 21.3 2.01 220.00 18.60 -4.09 87.03 293.40 355.81 572.02 UGC06787 21.3 2.13 215.00 4.11 -4.30 90.32 289.39 343.36 456.41 UGC06787 21.3 2.24 213.00 16.10 -4.50 93.19 285.56 332.33 371.14 UGC06787 21.3 3.10 228.00 9.59 -5.53 112.13 255.35 256.86 45.54 UGC06787 21.3 3.79 236.00 7.22 -5.65 121.66 232.68 200.21 5.71 UGC06787 21.3 3.90 236.00 7.24 -5.61 122.76 229.34 193.29 4.09 UGC06787 21.3 4.14 237.00 8.26 -5.45 124.89 222.83 179.91 2.00 UGC06787 21.3 4.25 237.00 4.07 -5.32 125.78 219.95 174.78 1.43 UGC06787 21.3 4.37 237.00 4.04 -5.15 126.75 216.93 169.83 1.00 UGC06787 21.3 4.49 237.00 1.94 -4.93 127.73 214.04 165.47 0.70 UGC06787 21.3 4.61 237.00 1.49 -4.62 128.73 211.23 161.16 0.48 UGC06787 21.3 4.72 236.00 2.38 -4.24 129.65 208.76 157.54 0.35 UGC06787 21.3 5.16 235.00 2.40 -1.43 133.70 199.77 143.97 0.09 UGC06787 21.3 5.43 234.00 4.05 3.32 136.22 194.84 135.04 0.04 UGC06787 21.3 5.56 233.00 3.03 4.20 137.40 192.59 129.83 0.03 UGC06787 21.3 5.67 233.00 2.48 4.99 138.33 190.72 125.11 0.02 UGC06787 21.3 5.79 233.00 3.03 5.73 139.24 188.73 119.65 0.01 UGC06787 21.3 5.91 232.00 6.70 6.43 139.93 186.59 113.87 0.01 UGC06787 21.3 6.03 232.00 7.44 7.14 140.45 184.70 109.00 0.01 UGC06787 21.3 6.20 232.00 1.64 8.18 141.04 182.21 103.32 0.00 UGC06787 21.3 6.50 233.00 14.30 9.96 142.01 177.90 95.03 0.00 UGC06787 21.3 6.85 235.00 7.57 11.78 143.12 173.33 87.04 0.00 UGC06787 21.3 6.98 236.00 3.05 12.31 143.59 171.70 84.55 0.00 UGC06787 21.3 7.09 236.00 2.91 12.85 144.05 170.36 82.66 0.00 UGC06787 21.3 7.21 237.00 4.07 13.38 144.62 168.93 80.65 0.00 UGC06787 21.3 7.22 238.00 2.02 13.48 144.67 168.82 80.38 0.00 UGC06787 21.3 7.33 238.00 6.76 13.91 145.21 167.55 77.25 0.00 UGC06787 21.3 7.45 239.00 3.49 14.44 145.73 166.20 73.54 0.00 UGC06787 21.3 7.56 240.00 10.10 14.86 146.08 164.99 69.89 0.00 UGC06787 21.3 8.26 247.00 0.85 17.52 144.87 157.97 48.37 0.00 UGC06787 21.3 8.98 252.00 8.91 19.64 141.68 151.50 37.69 0.00 UGC06787 21.3 9.09 253.00 7.13 19.85 141.18 150.58 36.21 0.00 UGC06787 21.3 9.30 254.00 0.73 20.28 140.17 148.87 33.60 0.00 UGC06787 21.3 10.32 253.00 0.96 21.76 134.57 141.32 26.44 0.00 UGC06787 21.3 11.38 247.00 1.99 22.29 131.10 134.58 22.01 0.00 UGC06787 21.3 12.40 238.00 3.15 22.29 127.84 128.93 18.41 0.00 UGC06787 21.3 13.41 229.00 1.67 21.87 125.70 123.98 15.63 0.00 UGC06787 21.3 14.43 223.00 3.52 21.55 123.24 119.52 12.46 0.00 UGC06787 21.3 15.44 220.00 1.13 21.55 120.61 115.54 10.23 0.00 UGC06787 21.3 16.57 220.00 1.12 22.08 117.78 111.53 8.33 0.00 UGC06787 21.3 17.58 224.00 1.93 22.61 115.53 108.28 6.91 0.00 UGC06787 21.3 18.60 228.00 2.04 23.25 113.08 105.27 5.45 0.00 UGC06787 21.3 19.61 234.00 2.55 24.20 110.31 102.52 4.48 0.00 UGC06787 21.3 20.62 239.00 2.91 26.01 107.85 99.98 3.92 0.00 UGC06787 21.3 21.64 243.00 3.08 28.66 105.68 97.60 3.37 0.00 UGC06787 21.3 22.77 245.00 3.60 31.74 103.62 95.14 2.89 0.00 UGC06787 21.3 23.78 247.00 2.67 34.40 101.87 93.10 2.36 0.00 UGC06787 21.3 24.79 249.00 3.37 36.31 99.95 91.18 1.81 0.00 UGC06787 21.3 25.81 250.00 2.08 37.37 97.79 89.36 1.47 0.00 UGC06787 21.3 26.82 251.00 1.68 37.79 95.84 87.67 1.26 0.00 UGC06787 21.3 27.84 251.00 2.78 37.79 94.22 86.04 1.08 0.00 UGC06787 21.3 29.41 248.00 3.40 37.26 91.66 83.72 0.68 0.00 UGC06787 21.3 30.99 246.00 2.91 36.63 88.64 81.55 0.41 0.00 UGC06787 21.3 32.57 249.00 3.46 35.88 86.00 79.55 0.40 0.00 UGC06787 21.3 34.03 252.00 3.23 35.14 84.24 77.83 0.34 0.00 UGC06787 21.3 37.19 255.00 4.16 33.12 79.85 74.45 0.00 0.00 UGC06818 18.0 0.87 23.40 5.55 3.13 27.44 0.00 76.66 0.00 UGC06818 18.0 1.74 28.00 5.20 4.07 38.72 0.00 36.41 0.00 UGC06818 18.0 2.61 36.70 4.25 7.08 40.85 0.00 18.57 0.00 UGC06818 18.0 3.50 47.60 4.25 10.56 41.42 0.00 10.76 0.00 UGC06818 18.0 4.37 63.30 4.75 13.36 40.22 0.00 6.42 0.00 UGC06818 18.0 5.24 71.20 5.25 17.35 39.25 0.00 3.11 0.00 UGC06818 18.0 6.11 68.10 6.00 19.51 37.01 0.00 1.37 0.00 UGC06818 18.0 6.98 74.40 6.00 20.91 34.75 0.00 0.86 0.00 UGC06917 18.0 1.74 59.20 3.50 0.00 56.25 0.00 84.05 0.00 UGC06917 18.0 2.61 71.20 4.00 0.00 59.09 0.00 59.41 0.00 UGC06917 18.0 3.50 84.50 4.40 6.40 61.72 0.00 38.85 0.00 UGC06917 18.0 4.37 93.50 4.50 14.66 63.73 0.00 29.86 0.00 UGC06917 18.0 5.24 97.50 3.50 17.89 64.38 0.00 19.57 0.00 UGC06917 18.0 6.11 100.00 3.50 20.91 64.30 0.00 16.34 0.00 UGC06917 18.0 6.98 101.00 4.00 24.79 64.23 0.00 10.95 0.00 UGC06917 18.0 7.85 103.00 3.50 27.59 62.94 0.00 8.29 0.00 UGC06917 18.0 8.72 105.00 4.00 29.10 61.95 0.00 6.21 0.00 UGC06917 18.0 9.60 110.00 4.90 32.76 60.68 0.00 4.78 0.00 UGC06917 18.0 10.47 111.00 6.00 36.86 60.19 0.00 3.35 0.00 UGC06923 18.0 0.93 40.50 7.35 9.26 50.64 0.00 139.38 0.00 UGC06923 18.0 1.94 53.90 5.90 16.49 55.16 0.00 51.50 0.00 UGC06923 18.0 2.87 73.00 4.70 21.98 56.07 0.00 27.77 0.00 UGC06923 18.0 3.72 78.40 3.90 25.00 55.82 0.00 15.87 0.00 UGC06923 18.0 4.47 79.30 5.30 28.23 53.80 0.00 8.68 0.00 UGC06923 18.0 5.16 81.10 5.10 30.82 51.88 0.00 5.50 0.00 UGC06930 18.0 1.74 54.70 8.30 0.00 52.62 0.00 88.43 0.00 UGC06930 18.0 3.50 85.40 7.00 5.24 59.95 0.00 40.84 0.00 UGC06930 18.0 5.24 93.80 6.20 17.89 62.66 0.00 24.98 0.00 UGC06930 18.0 6.98 98.70 5.20 25.97 65.09 0.00 17.98 0.00 UGC06930 18.0 8.72 103.00 5.20 29.85 66.99 0.00 10.91 0.00 UGC06930 18.0 10.47 107.00 5.20 34.48 67.16 0.00 6.05 0.00 UGC06930 18.0 12.19 109.00 5.20 40.30 63.93 0.00 2.66 0.00 UGC06930 18.0 13.94 108.00 7.40 42.57 59.68 0.00 0.84 0.00 UGC06930 18.0 15.68 108.00 7.40 40.84 54.03 0.00 0.00 0.00 UGC06930 18.0 16.61 108.00 7.40 39.98 51.70 0.00 0.00 0.00 UGC06973 18.0 1.74 170.00 4.70 2.96 330.95 134.59 2252.19 0.01 UGC06973 18.0 2.61 174.00 4.20 15.30 283.41 109.85 361.45 0.00 UGC06973 18.0 3.50 170.00 4.20 20.26 251.38 94.86 101.13 0.00 UGC06973 18.0 4.37 170.00 4.30 23.49 223.34 84.89 48.49 0.00 UGC06973 18.0 5.32 171.00 4.80 28.67 203.29 76.94 24.38 0.00 UGC06973 18.0 6.28 174.00 4.90 33.19 186.33 70.82 9.11 0.00 UGC06973 18.0 6.81 177.00 10.10 32.98 178.04 68.00 5.17 0.00 UGC06973 18.0 7.33 178.00 6.30 32.11 170.62 65.55 3.87 0.00 UGC06973 18.0 7.85 180.00 7.70 30.71 164.40 63.34 2.91 0.00 UGC06983 18.0 1.74 56.90 6.60 0.00 57.53 0.00 98.90 0.00 UGC06983 18.0 2.61 87.40 4.80 0.00 63.17 0.00 46.82 0.00 UGC06983 18.0 3.50 92.10 5.70 0.00 61.10 0.00 24.53 0.00 UGC06983 18.0 4.37 93.50 5.20 8.69 59.01 0.00 17.42 0.00 UGC06983 18.0 5.24 98.20 4.40 16.60 57.64 0.00 11.69 0.00 UGC06983 18.0 6.11 99.70 4.40 18.86 56.44 0.00 10.25 0.00 UGC06983 18.0 6.98 102.00 3.50 23.82 56.03 0.00 7.82 0.00 UGC06983 18.0 7.85 107.00 4.40 29.74 55.57 0.00 5.78 0.00 UGC06983 18.0 8.72 108.00 4.40 30.17 54.32 0.00 3.82 0.00 UGC06983 18.0 9.60 110.00 4.40 31.90 52.55 0.00 2.70 0.00 UGC06983 18.0 10.47 113.00 4.40 35.89 51.23 0.00 1.88 0.00 UGC06983 18.0 11.35 110.00 5.20 38.26 49.57 0.00 1.10 0.00 UGC06983 18.0 12.19 108.00 5.70 39.33 47.76 0.00 0.58 0.00 UGC06983 18.0 13.12 109.00 8.60 40.63 45.68 0.00 0.00 0.00 UGC06983 18.0 13.94 108.00 9.80 40.95 43.38 0.00 0.00 0.00 UGC06983 18.0 14.86 108.00 9.80 40.63 41.42 0.00 0.00 0.00 UGC06983 18.0 15.68 109.00 12.30 40.09 39.99 0.00 0.00 0.00 UGC07089 18.0 0.87 20.90 4.70 4.05 19.26 0.00 68.02 0.00 UGC07089 18.0 1.74 36.40 3.90 8.89 32.89 0.00 56.39 0.00 UGC07089 18.0 2.61 43.40 3.90 12.07 42.35 0.00 36.37 0.00 UGC07089 18.0 3.50 51.20 4.70 13.47 46.88 0.00 25.35 0.00 UGC07089 18.0 4.37 59.70 3.90 14.33 50.13 0.00 17.79 0.00 UGC07089 18.0 5.24 64.50 4.40 18.10 50.81 0.00 11.52 0.00 UGC07089 18.0 6.11 67.90 3.90 21.23 49.78 0.00 7.62 0.00 UGC07089 18.0 6.55 72.80 7.30 22.41 49.26 0.00 6.38 0.00 UGC07089 18.0 6.98 70.30 6.10 23.49 48.73 0.00 5.35 0.00 UGC07089 18.0 7.85 73.70 6.10 25.32 47.50 0.00 3.71 0.00 UGC07089 18.0 8.72 77.60 6.10 26.40 46.22 0.00 2.54 0.00 UGC07089 18.0 9.16 79.10 7.30 26.40 45.50 0.00 2.07 0.00 UGC07125 19.8 1.44 26.10 3.30 9.09 27.58 0.00 52.23 0.00 UGC07125 19.8 2.88 43.00 3.47 16.12 37.24 0.00 20.28 0.00 UGC07125 19.8 4.33 48.50 2.35 15.32 39.71 0.00 10.63 0.00 UGC07125 19.8 5.76 52.50 2.00 18.34 39.12 0.00 5.58 0.00 UGC07125 19.8 7.20 56.40 2.05 17.63 37.66 0.00 3.45 0.00 UGC07125 19.8 8.64 58.50 2.21 22.27 36.69 0.00 2.77 0.00 UGC07125 19.8 10.08 61.50 2.10 25.80 36.12 0.00 1.68 0.00 UGC07125 19.8 11.47 64.60 2.01 29.52 34.86 0.00 1.05 0.00 UGC07125 19.8 13.00 65.60 2.12 36.98 33.70 0.00 0.49 0.00 UGC07125 19.8 14.42 65.40 2.65 38.39 31.99 0.00 0.00 0.00 UGC07125 19.8 15.84 65.50 3.05 37.89 29.33 0.00 0.00 0.00 UGC07125 19.8 17.26 65.10 3.22 39.00 27.53 0.00 0.00 0.00 UGC07125 19.8 18.68 64.90 3.48 34.46 26.15 0.00 0.00 0.00 UGC07151 6.87 0.50 24.20 2.18 -0.51 24.79 0.00 167.58 0.00 UGC07151 6.87 1.00 42.00 2.91 -5.39 39.13 0.00 101.17 0.00 UGC07151 6.87 1.50 59.40 2.40 -5.79 45.87 0.00 67.11 0.00 UGC07151 6.87 2.00 63.90 2.01 7.68 49.56 0.00 35.27 0.00 UGC07151 6.87 2.49 66.00 2.00 15.55 48.96 0.00 24.90 0.00 UGC07151 6.87 3.00 67.20 2.07 19.33 48.14 0.00 18.24 0.00 UGC07151 6.87 3.49 68.70 2.38 19.89 46.88 0.00 13.06 0.00 UGC07151 6.87 4.00 71.30 2.91 25.08 45.84 0.00 12.13 0.00 UGC07151 6.87 4.49 72.50 3.21 25.36 46.88 0.00 11.01 0.00 UGC07151 6.87 5.01 74.00 3.41 26.06 48.01 0.00 7.73 0.00 UGC07151 6.87 5.50 76.20 3.17 28.30 47.84 0.00 5.00 0.00 UGC07232 2.83 0.21 16.40 3.30 3.43 15.55 0.00 132.25 0.00 UGC07232 2.83 0.41 26.20 3.30 6.87 25.10 0.00 74.94 0.00 UGC07232 2.83 0.62 35.20 3.30 10.25 25.64 0.00 17.85 0.00 UGC07232 2.83 0.82 44.00 3.30 12.77 24.30 0.00 9.49 0.00 UGC07261 13.1 0.95 46.80 5.66 3.86 27.74 0.00 97.09 0.00 UGC07261 13.1 1.90 63.00 5.66 4.52 51.06 0.00 46.46 0.00 UGC07261 13.1 2.86 66.80 5.66 4.73 51.26 0.00 20.02 0.00 UGC07261 13.1 3.81 69.60 5.66 12.72 49.40 0.00 7.49 0.00 UGC07261 13.1 4.76 73.40 5.66 18.24 44.13 0.00 1.46 0.00 UGC07261 13.1 5.72 74.70 5.66 23.64 39.21 0.00 0.00 0.00 UGC07261 13.1 6.67 76.10 5.66 29.52 35.32 0.00 0.00 0.00 UGC07323 8.0 0.58 23.90 3.87 1.43 21.96 0.00 135.84 0.00 UGC07323 8.0 1.17 34.70 3.87 3.24 34.79 0.00 96.51 0.00 UGC07323 8.0 1.75 42.80 3.87 -0.61 43.08 0.00 71.26 0.00 UGC07323 8.0 2.33 51.30 3.87 -3.66 48.67 0.00 55.55 0.00 UGC07323 8.0 2.91 57.70 3.87 9.71 52.39 0.00 42.67 0.00 UGC07323 8.0 3.50 67.30 3.87 13.91 55.75 0.00 35.03 0.00 UGC07323 8.0 4.07 75.40 3.87 18.68 58.69 0.00 28.37 0.00 UGC07323 8.0 4.65 79.50 3.87 24.75 61.08 0.00 21.05 0.00 UGC07323 8.0 5.23 82.80 3.87 27.13 61.82 0.00 14.07 0.00 UGC07323 8.0 5.82 85.60 3.87 28.72 60.87 0.00 9.18 0.00 UGC07399 8.43 0.61 47.30 2.77 2.98 31.89 0.00 131.44 0.00 UGC07399 8.43 1.22 70.40 3.27 8.37 39.00 0.00 39.39 0.00 UGC07399 8.43 1.84 83.70 2.50 14.43 37.15 0.00 17.04 0.00 UGC07399 8.43 2.45 89.10 2.45 17.93 36.43 0.00 13.60 0.00 UGC07399 8.43 3.07 91.70 2.48 20.44 35.90 0.00 7.77 0.00 UGC07399 8.43 3.68 95.10 3.01 21.54 34.58 0.00 5.32 0.00 UGC07399 8.43 4.30 96.90 3.62 21.34 33.94 0.00 4.08 0.00 UGC07399 8.43 4.91 100.00 3.90 23.04 32.94 0.00 2.41 0.00 UGC07399 8.43 5.52 103.00 4.82 25.45 31.60 0.00 1.92 0.00 UGC07399 8.43 6.13 106.00 4.97 25.55 31.05 0.00 1.31 0.00 UGC07524 4.74 0.35 14.40 2.82 -0.61 15.45 0.00 54.27 0.00 UGC07524 4.74 0.69 24.40 3.97 -1.22 17.95 0.00 43.05 0.00 UGC07524 4.74 1.03 29.20 3.26 -2.04 20.19 0.00 30.93 0.00 UGC07524 4.74 1.38 32.90 3.73 -1.72 21.43 0.00 26.57 0.00 UGC07524 4.74 1.72 37.80 3.41 3.47 22.82 0.00 24.96 0.00 UGC07524 4.74 2.07 42.00 3.12 3.53 25.15 0.00 21.49 0.00 UGC07524 4.74 2.41 45.10 2.92 4.13 26.82 0.00 19.73 0.00 UGC07524 4.74 2.76 47.60 2.79 6.88 28.98 0.00 17.35 0.00 UGC07524 4.74 3.10 52.30 2.78 9.39 30.06 0.00 14.95 0.00 UGC07524 4.74 3.45 57.30 2.78 11.99 30.89 0.00 12.04 0.00 UGC07524 4.74 3.79 61.40 2.93 14.78 31.14 0.00 11.79 0.00 UGC07524 4.74 4.14 64.50 3.42 16.87 32.08 0.00 10.85 0.00 UGC07524 4.74 4.48 66.40 4.53 18.27 32.77 0.00 9.51 0.00 UGC07524 4.74 4.82 66.90 5.46 19.32 33.02 0.00 8.75 0.00 UGC07524 4.74 5.17 69.40 4.77 19.78 33.86 0.00 8.46 0.00 UGC07524 4.74 5.51 70.20 4.44 19.55 34.37 0.00 6.93 0.00 UGC07524 4.74 5.86 70.90 4.24 19.78 34.15 0.00 6.35 0.00 UGC07524 4.74 6.20 72.30 4.38 20.48 34.36 0.00 6.28 0.00 UGC07524 4.74 6.55 73.90 3.51 21.53 34.78 0.00 5.87 0.00 UGC07524 4.74 6.89 75.00 3.22 22.81 35.14 0.00 5.48 0.00 UGC07524 4.74 7.25 75.50 3.23 24.09 35.58 0.00 5.16 0.00 UGC07524 4.74 7.58 77.10 2.98 25.37 36.10 0.00 4.85 0.00 UGC07524 4.74 7.94 77.00 2.79 26.77 36.68 0.00 4.42 0.00 UGC07524 4.74 8.27 77.00 2.82 28.28 37.11 0.00 4.01 0.00 UGC07524 4.74 8.63 78.20 2.93 29.91 37.49 0.00 3.56 0.00 UGC07524 4.74 8.97 79.60 3.14 31.07 37.76 0.00 3.14 0.00 UGC07524 4.74 9.30 80.30 3.39 32.12 37.98 0.00 2.76 0.00 UGC07524 4.74 9.66 81.20 3.66 33.05 38.12 0.00 2.36 0.00 UGC07524 4.74 9.99 82.30 3.90 33.75 38.33 0.00 2.09 0.00 UGC07524 4.74 10.35 83.80 4.10 34.21 38.96 0.00 1.89 0.00 UGC07524 4.74 10.69 79.00 2.78 34.56 38.32 0.00 0.00 0.00 UGC07559 4.97 0.36 9.31 3.23 2.82 9.53 0.00 30.89 0.00 UGC07559 4.97 0.72 15.90 3.23 5.91 14.90 0.00 16.96 0.00 UGC07559 4.97 1.08 21.40 3.23 7.85 16.55 0.00 9.00 0.00 UGC07559 4.97 1.45 26.10 3.23 9.57 17.31 0.00 4.91 0.00 UGC07559 4.97 1.80 29.70 3.23 11.59 16.91 0.00 2.03 0.00 UGC07559 4.97 2.17 31.10 3.23 14.33 15.67 0.00 1.39 0.00 UGC07559 4.97 2.53 32.10 3.23 16.45 15.47 0.00 0.00 0.00 UGC07577 2.59 0.19 3.74 3.17 -1.81 3.43 0.00 14.37 0.00 UGC07577 2.59 0.38 5.40 3.17 -1.88 6.16 0.00 13.48 0.00 UGC07577 2.59 0.57 7.31 3.17 1.42 8.66 0.00 11.74 0.00 UGC07577 2.59 0.75 8.85 3.17 4.71 10.45 0.00 8.80 0.00 UGC07577 2.59 0.94 10.70 3.17 5.82 11.68 0.00 6.16 0.00 UGC07577 2.59 1.13 12.40 3.17 6.52 12.49 0.00 4.50 0.00 UGC07577 2.59 1.32 14.10 3.17 7.99 13.06 0.00 2.80 0.00 UGC07577 2.59 1.51 15.90 3.17 8.69 12.91 0.00 1.01 0.00 UGC07577 2.59 1.69 17.80 3.17 9.12 11.87 0.00 0.00 0.00 UGC07603 4.7 0.34 19.60 2.89 4.29 19.73 0.00 106.80 0.00 UGC07603 4.7 0.68 32.50 2.89 6.17 28.00 0.00 66.32 0.00 UGC07603 4.7 1.02 41.90 2.89 5.94 31.57 0.00 28.35 0.00 UGC07603 4.7 1.37 50.60 2.89 8.81 31.98 0.00 17.64 0.00 UGC07603 4.7 1.71 57.00 2.89 15.21 31.44 0.00 8.30 0.00 UGC07603 4.7 2.05 60.50 2.89 17.87 29.65 0.00 4.37 0.00 UGC07603 4.7 2.39 60.50 2.89 17.46 27.89 0.00 2.30 0.00 UGC07603 4.7 2.74 60.00 2.89 15.96 26.14 0.00 1.18 0.00 UGC07603 4.7 3.08 61.50 2.89 15.55 24.58 0.00 0.62 0.00 UGC07603 4.7 3.42 61.50 2.89 16.29 23.19 0.00 0.33 0.00 UGC07603 4.7 3.76 63.00 2.89 16.96 21.99 0.00 0.17 0.00 UGC07603 4.7 4.11 64.00 2.89 17.21 20.84 0.00 0.00 0.00 UGC07608 8.21 0.60 14.60 6.69 4.56 9.68 0.00 17.85 0.00 UGC07608 8.21 1.19 31.50 6.69 6.39 13.08 0.00 8.12 0.00 UGC07608 8.21 1.79 44.80 6.69 9.63 14.81 0.00 5.97 0.00 UGC07608 8.21 2.38 50.60 6.69 13.15 16.52 0.00 4.18 0.00 UGC07608 8.21 2.99 55.60 6.69 14.93 16.97 0.00 2.37 0.00 UGC07608 8.21 3.59 61.40 6.69 18.09 16.51 0.00 1.63 0.00 UGC07608 8.21 4.18 66.00 6.69 21.26 16.39 0.00 1.31 0.00 UGC07608 8.21 4.78 69.30 6.69 24.12 16.26 0.00 1.09 0.00 UGC07690 8.11 0.59 45.30 4.31 4.24 45.76 0.00 180.60 0.00 UGC07690 8.11 1.18 59.80 4.31 11.75 48.85 0.00 41.99 0.00 UGC07690 8.11 1.77 60.70 4.31 15.81 45.20 0.00 16.24 0.00 UGC07690 8.11 2.36 58.80 4.31 19.15 42.05 0.00 6.57 0.00 UGC07690 8.11 2.95 57.90 4.31 20.97 38.14 0.00 2.06 0.00 UGC07690 8.11 3.54 56.90 4.31 21.99 34.50 0.00 0.42 0.00 UGC07690 8.11 4.13 55.90 4.31 22.39 31.16 0.00 0.00 0.00 UGC07866 4.57 0.33 12.20 4.07 3.43 9.04 0.00 34.04 0.00 UGC07866 4.57 0.66 19.40 4.07 3.44 13.22 0.00 17.51 0.00 UGC07866 4.57 1.00 23.90 4.07 5.29 17.22 0.00 11.44 0.00 UGC07866 4.57 1.33 26.00 4.07 8.85 17.50 0.00 5.83 0.00 UGC07866 4.57 1.67 28.20 4.07 11.12 17.11 0.00 3.30 0.00 UGC07866 4.57 2.00 30.60 4.07 13.66 16.29 0.00 2.18 0.00 UGC07866 4.57 2.32 33.10 4.07 14.34 16.35 0.00 1.63 0.00 UGC08286 6.5 0.47 22.20 2.81 -3.85 16.14 0.00 82.49 0.00 UGC08286 6.5 0.95 43.40 3.47 -1.38 24.37 0.00 52.72 0.00 UGC08286 6.5 1.42 60.20 3.04 -0.63 30.01 0.00 40.22 0.00 UGC08286 6.5 1.90 69.60 2.05 8.67 34.64 0.00 31.23 0.00 UGC08286 6.5 2.37 72.50 2.00 11.40 38.52 0.00 22.70 0.00 UGC08286 6.5 2.84 74.30 2.02 11.54 39.29 0.00 15.52 0.00 UGC08286 6.5 3.30 75.80 2.01 12.92 40.32 0.00 11.35 0.00 UGC08286 6.5 3.78 77.20 2.05 16.18 39.87 0.00 7.30 0.00 UGC08286 6.5 4.25 79.30 2.08 18.85 39.64 0.00 4.23 0.00 UGC08286 6.5 4.73 81.30 2.08 23.39 37.47 0.00 2.11 0.00 UGC08286 6.5 5.20 81.60 2.03 23.16 35.37 0.00 1.36 0.00 UGC08286 6.5 5.67 82.10 2.02 23.39 33.69 0.00 0.93 0.00 UGC08286 6.5 6.15 82.90 2.00 22.11 32.23 0.00 0.61 0.00 UGC08286 6.5 6.62 83.20 2.00 22.46 30.90 0.00 0.37 0.00 UGC08286 6.5 7.10 83.50 2.02 26.07 29.56 0.00 0.21 0.00 UGC08286 6.5 7.57 83.80 2.00 25.72 28.40 0.00 0.17 0.00 UGC08286 6.5 8.04 84.30 2.00 26.30 27.44 0.00 0.12 0.00 UGC08490 4.65 0.34 38.80 3.69 0.91 27.87 0.00 246.74 0.00 UGC08490 4.65 0.68 50.10 3.69 7.10 39.52 0.00 115.82 0.00 UGC08490 4.65 1.02 60.20 3.69 10.23 44.52 0.00 75.75 0.00 UGC08490 4.65 1.36 68.20 3.69 12.18 46.26 0.00 41.22 0.00 UGC08490 4.65 1.69 72.80 3.69 14.42 45.80 0.00 27.51 0.00 UGC08490 4.65 2.03 75.30 3.69 15.29 45.05 0.00 15.53 0.00 UGC08490 4.65 2.37 76.60 3.69 18.41 43.11 0.00 9.72 0.00 UGC08490 4.65 2.70 77.60 3.69 20.65 41.20 0.00 6.89 0.00 UGC08490 4.65 3.05 78.50 3.69 21.24 39.62 0.00 4.81 0.00 UGC08490 4.65 3.38 78.20 3.69 22.11 38.18 0.00 3.48 0.00 UGC08490 4.65 3.72 78.80 3.69 23.77 36.93 0.00 2.42 0.00 UGC08490 4.65 4.06 79.20 3.69 25.04 35.68 0.00 1.42 0.00 UGC08490 4.65 4.39 79.20 3.69 24.74 34.20 0.00 0.59 0.00 UGC08490 4.65 4.74 79.20 3.69 24.74 32.41 0.00 0.26 0.00 UGC08490 4.65 5.08 78.80 3.69 23.87 31.05 0.00 0.18 0.00 UGC08490 4.65 5.41 78.50 3.69 22.31 29.85 0.00 0.11 0.00 UGC08490 4.65 5.75 80.10 3.69 22.60 28.79 0.00 0.07 0.00 UGC08490 4.65 6.09 80.10 3.69 23.18 27.84 0.00 0.04 0.00 UGC08490 4.65 6.42 80.10 3.69 22.99 26.98 0.00 0.02 0.00 UGC08490 4.65 6.77 80.10 3.69 22.99 26.18 0.00 0.01 0.00 UGC08490 4.65 7.11 79.80 3.69 22.80 25.47 0.00 0.01 0.00 UGC08490 4.65 7.44 79.80 3.69 23.87 24.82 0.00 0.01 0.00 UGC08490 4.65 7.78 79.50 3.69 24.06 24.22 0.00 0.00 0.00 UGC08490 4.65 8.12 79.50 3.69 22.89 23.66 0.00 0.00 0.00 UGC08490 4.65 8.46 78.80 3.69 23.09 23.15 0.00 0.00 0.00 UGC08490 4.65 8.80 77.90 3.69 23.38 22.65 0.00 0.00 0.00 UGC08490 4.65 9.13 77.20 3.69 22.80 22.21 0.00 0.00 0.00 UGC08490 4.65 9.47 77.60 3.69 22.21 21.79 0.00 0.00 0.00 UGC08490 4.65 9.77 76.60 3.69 22.21 21.43 0.00 0.00 0.00 UGC08490 4.65 10.15 77.60 3.69 22.50 21.00 0.00 0.00 0.00 UGC08550 6.7 0.49 25.00 2.04 3.42 17.04 0.00 58.85 0.00 UGC08550 6.7 0.97 42.50 2.70 4.10 26.70 0.00 34.44 0.00 UGC08550 6.7 1.47 48.00 2.15 10.21 28.91 0.00 12.10 0.00 UGC08550 6.7 1.95 49.20 2.08 12.59 27.91 0.00 4.42 0.00 UGC08550 6.7 2.44 50.40 2.06 13.04 24.63 0.00 0.90 0.00 UGC08550 6.7 2.92 51.60 2.04 12.14 22.08 0.00 0.36 0.00 UGC08550 6.7 3.41 53.20 2.00 13.38 20.22 0.00 0.14 0.00 UGC08550 6.7 3.89 55.10 2.05 14.95 18.69 0.00 0.05 0.00 UGC08550 6.7 4.39 57.80 2.24 18.33 17.42 0.00 0.02 0.00 UGC08550 6.7 4.88 57.30 2.00 21.25 16.40 0.00 0.01 0.00 UGC08550 6.7 5.36 57.50 2.00 22.04 15.57 0.00 0.00 0.00 UGC08699 39.3 0.22 152.00 39.40 0.62 26.39 158.03 1284.41 17156.50 UGC08699 39.3 0.43 167.00 32.90 1.83 47.21 231.80 1125.76 7720.07 UGC08699 39.3 0.65 179.00 20.90 2.76 65.47 250.59 980.53 2738.14 UGC08699 39.3 0.87 188.00 15.70 3.59 80.81 244.02 854.03 1058.70 UGC08699 39.3 1.08 195.00 10.60 4.38 93.20 231.39 748.54 443.76 UGC08699 39.3 1.31 199.00 8.88 5.12 104.66 217.32 647.89 128.19 UGC08699 39.3 1.52 202.00 4.40 5.84 113.51 203.82 567.07 14.44 UGC08699 39.3 1.73 202.00 2.30 6.53 120.80 191.40 494.29 1.36 UGC08699 39.3 1.96 202.00 3.38 7.20 127.95 179.83 433.23 0.10 UGC08699 39.3 2.17 200.00 4.47 7.85 133.72 170.88 374.57 0.01 UGC08699 39.3 2.39 196.00 2.88 8.49 138.13 162.54 305.03 0.00 UGC08699 39.3 2.60 193.00 3.32 9.10 140.07 156.06 243.47 0.00 UGC08699 39.3 2.83 189.00 2.21 9.69 139.86 149.58 190.61 0.00 UGC08699 39.3 3.04 184.00 14.00 10.26 138.24 144.32 155.50 0.00 UGC08699 39.3 5.87 170.00 5.45 16.97 124.36 103.86 85.65 0.00 UGC08699 39.3 6.08 172.00 6.66 17.59 125.28 102.05 83.33 0.00 UGC08699 39.3 6.30 174.00 3.96 18.32 126.27 100.25 80.59 0.00 UGC08699 39.3 6.52 176.00 5.18 18.94 127.31 98.55 77.61 0.00 UGC08699 39.3 6.74 178.00 3.04 19.56 128.27 96.92 74.35 0.00 UGC08699 39.3 6.95 180.00 2.75 20.18 129.11 95.45 71.73 0.00 UGC08699 39.3 7.16 182.00 2.34 20.90 130.08 94.04 69.78 0.00 UGC08699 39.3 7.39 183.00 3.39 21.52 131.37 92.56 68.08 0.00 UGC08699 39.3 7.60 184.00 7.58 22.25 132.89 91.28 66.23 0.00 UGC08699 39.3 7.82 185.00 6.08 22.97 134.56 89.98 63.37 0.00 UGC08699 39.3 8.03 186.00 6.73 23.70 136.18 88.80 60.28 0.00 UGC08699 39.3 8.26 187.00 6.83 24.42 137.94 87.55 56.45 0.00 UGC08699 39.3 8.47 187.00 6.11 25.15 139.40 86.46 52.04 0.00 UGC08699 39.3 8.68 188.00 4.78 25.77 140.55 85.41 47.02 0.00 UGC08699 39.3 8.91 188.00 4.14 26.49 141.30 84.30 40.84 0.00 UGC08699 39.3 9.53 187.00 5.93 28.25 140.15 81.51 26.78 0.00 UGC08699 39.3 9.78 187.00 7.63 28.97 138.99 80.46 22.33 0.00 UGC08699 39.3 9.99 186.00 7.89 29.60 137.71 79.61 18.95 0.00 UGC08699 39.3 10.21 186.00 9.86 30.11 136.12 78.75 16.15 0.00 UGC08699 39.3 11.46 182.00 2.51 33.53 126.50 74.33 7.76 0.00 UGC08699 39.3 13.39 177.00 3.62 37.77 114.46 68.77 4.20 0.00 UGC08699 39.3 15.21 175.00 6.71 39.12 106.58 64.52 2.60 0.00 UGC08699 39.3 17.13 177.00 6.13 39.12 99.72 60.80 1.56 0.00 UGC08699 39.3 19.06 180.00 3.95 39.01 94.00 57.64 1.03 0.00 UGC08699 39.3 20.99 181.00 4.46 38.70 89.28 54.92 0.79 0.00 UGC08699 39.3 22.92 182.00 7.09 37.05 85.64 52.56 0.50 0.00 UGC08699 39.3 25.70 183.00 7.49 34.05 80.57 49.64 0.18 0.00 UGC08837 7.21 0.52 7.31 2.12 -3.67 11.19 0.00 32.26 0.00 UGC08837 7.21 1.05 14.60 2.05 -4.64 16.58 0.00 21.96 0.00 UGC08837 7.21 1.57 21.00 2.05 2.40 20.63 0.00 16.46 0.00 UGC08837 7.21 2.09 28.10 2.06 12.60 23.82 0.00 11.70 0.00 UGC08837 7.21 2.63 35.30 2.50 16.76 25.79 0.00 8.74 0.00 UGC08837 7.21 3.15 43.00 3.38 17.12 27.83 0.00 5.69 0.00 UGC08837 7.21 3.68 46.60 3.15 20.09 26.92 0.00 2.58 0.00 UGC08837 7.21 4.20 48.00 3.00 22.95 25.81 0.00 1.25 0.00 UGC09037 83.6 2.43 62.20 5.69 10.89 136.53 0.00 402.36 0.00 UGC09037 83.6 3.65 88.20 3.85 14.29 148.10 0.00 235.20 0.00 UGC09037 83.6 4.86 107.00 4.42 16.72 150.72 0.00 147.30 0.00 UGC09037 83.6 6.08 120.00 3.93 25.95 151.05 0.00 121.61 0.00 UGC09037 83.6 7.29 124.00 5.15 32.85 157.64 0.00 90.72 0.00 UGC09037 83.6 8.51 128.00 4.29 38.20 155.32 0.00 62.19 0.00 UGC09037 83.6 9.73 133.00 5.36 40.33 153.04 0.00 48.99 0.00 UGC09037 83.6 10.96 138.00 6.78 39.17 152.74 0.00 39.66 0.00 UGC09037 83.6 12.19 143.00 6.42 46.36 150.89 0.00 25.26 0.00 UGC09037 83.6 13.41 146.00 5.40 53.75 145.59 0.00 18.66 0.00 UGC09037 83.6 14.55 148.00 4.50 56.66 141.61 0.00 14.96 0.00 UGC09037 83.6 15.78 154.00 4.46 60.84 137.81 0.00 10.66 0.00 UGC09037 83.6 17.00 158.00 4.02 62.11 133.01 0.00 7.68 0.00 UGC09037 83.6 18.23 159.00 5.07 60.94 128.36 0.00 5.88 0.00 UGC09037 83.6 19.46 160.00 7.33 60.06 123.99 0.00 4.69 0.00 UGC09037 83.6 20.69 158.00 7.82 64.05 120.09 0.00 3.96 0.00 UGC09037 83.6 21.92 155.00 8.07 63.17 117.00 0.00 3.38 0.00 UGC09037 83.6 23.14 156.00 7.93 61.23 113.92 0.00 2.58 0.00 UGC09037 83.6 24.28 154.00 9.09 62.40 110.72 0.00 2.11 0.00 UGC09037 83.6 25.51 150.00 13.40 60.16 107.64 0.00 1.93 0.00 UGC09037 83.6 26.73 141.00 20.10 64.54 105.08 0.00 1.77 0.00 UGC09037 83.6 27.96 152.00 16.00 66.58 102.79 0.00 1.67 0.00 UGC09133 57.1 0.32 284.00 34.70 -3.24 26.79 189.88 1402.59 19827.42 UGC09133 57.1 0.63 282.00 18.80 -2.41 50.47 292.13 1303.47 10165.91 UGC09133 57.1 0.95 281.00 12.60 -0.21 72.14 320.60 1208.50 5354.80 UGC09133 57.1 1.26 280.00 10.60 2.45 90.82 326.59 1123.10 3300.36 UGC09133 57.1 1.58 280.00 10.80 3.54 108.12 325.90 1041.27 2103.94 UGC09133 57.1 1.89 279.00 7.67 4.40 123.29 320.40 967.69 1429.43 UGC09133 57.1 2.21 279.00 11.20 5.23 137.43 313.32 897.18 1006.49 UGC09133 57.1 2.52 279.00 4.45 6.01 149.84 305.50 833.78 748.35 UGC09133 57.1 2.84 279.00 5.03 6.75 161.33 297.22 773.03 612.35 UGC09133 57.1 3.15 279.00 4.26 7.48 171.56 290.70 718.39 534.72 UGC09133 57.1 3.47 279.00 4.14 8.19 181.11 286.88 666.05 422.40 UGC09133 57.1 3.79 279.00 5.73 8.90 189.80 283.42 617.52 288.59 UGC09133 57.1 4.10 280.00 4.52 9.60 197.34 279.37 573.89 189.15 UGC09133 57.1 4.42 280.00 4.86 10.25 204.41 274.03 532.06 95.70 UGC09133 57.1 4.73 280.00 1.59 10.97 210.60 267.50 487.58 49.26 UGC09133 57.1 5.05 281.00 1.85 11.69 215.35 260.40 441.24 24.96 UGC09133 57.1 5.36 282.00 4.81 12.31 218.91 253.49 408.32 12.96 UGC09133 57.1 5.68 282.00 20.30 13.02 222.04 246.69 380.67 6.52 UGC09133 57.1 5.99 283.00 12.80 13.74 224.98 240.45 359.58 3.40 UGC09133 57.1 6.31 284.00 8.08 14.46 228.22 234.35 341.54 1.71 UGC09133 57.1 6.62 284.00 7.81 15.07 231.93 228.92 326.70 0.89 UGC09133 57.1 6.94 285.00 10.40 15.79 235.94 223.68 306.23 0.45 UGC09133 57.1 7.57 286.00 6.82 17.23 242.45 214.14 257.47 0.12 UGC09133 57.1 7.89 287.00 13.40 17.95 243.91 209.75 227.66 0.06 UGC09133 57.1 8.20 287.00 10.50 18.77 244.06 205.73 209.07 0.03 UGC09133 57.1 8.31 288.00 2.93 18.97 244.14 204.35 204.24 0.02 UGC09133 57.1 8.52 288.00 5.58 19.59 244.43 201.86 197.13 0.02 UGC09133 57.1 8.83 288.00 5.74 20.30 245.34 198.26 187.41 0.01 UGC09133 57.1 9.15 288.00 7.00 21.12 245.90 194.78 171.33 0.00 UGC09133 57.1 9.78 289.00 12.70 22.56 245.25 188.37 138.98 0.00 UGC09133 57.1 10.10 289.00 3.89 23.18 244.00 185.30 127.27 0.00 UGC09133 57.1 11.04 288.00 5.02 25.23 239.18 177.32 102.81 0.00 UGC09133 57.1 11.36 288.00 3.39 25.74 237.64 174.80 97.25 0.00 UGC09133 57.1 11.67 288.00 10.70 26.35 236.26 172.47 92.94 0.00 UGC09133 57.1 13.57 285.00 4.07 29.02 230.28 159.94 69.68 0.00 UGC09133 57.1 13.88 284.00 8.92 29.38 229.01 158.15 65.64 0.00 UGC09133 57.1 14.20 284.00 5.69 29.84 228.03 156.35 61.84 0.00 UGC09133 57.1 16.61 278.00 9.14 32.61 219.86 144.57 45.35 0.00 UGC09133 57.1 19.35 273.00 6.10 35.69 212.46 133.94 26.39 0.00 UGC09133 57.1 22.19 269.00 2.26 39.89 201.82 125.08 19.60 0.00 UGC09133 57.1 24.92 265.00 1.32 44.61 194.49 118.03 14.04 0.00 UGC09133 57.1 27.66 262.00 3.15 49.22 187.22 112.03 9.81 0.00 UGC09133 57.1 30.50 257.00 4.71 51.48 179.93 106.69 6.71 0.00 UGC09133 57.1 33.23 252.00 4.96 51.89 173.14 102.21 4.38 0.00 UGC09133 57.1 35.96 247.00 2.58 50.25 166.11 98.25 2.89 0.00 UGC09133 57.1 38.80 242.00 2.52 48.30 159.33 94.59 1.90 0.00 UGC09133 57.1 41.54 238.00 2.30 47.17 153.43 91.42 1.28 0.00 UGC09133 57.1 44.27 235.00 0.63 47.68 147.95 88.55 0.87 0.00 UGC09133 57.1 47.11 236.00 1.40 49.73 142.73 85.84 0.58 0.00 UGC09133 57.1 49.84 239.00 2.07 50.56 138.21 83.46 0.39 0.00 UGC09133 57.1 52.58 242.00 2.63 49.43 133.98 81.25 0.26 0.00 UGC09133 57.1 55.42 245.00 1.64 49.12 129.96 79.14 0.18 0.00 UGC09133 57.1 58.15 247.00 1.31 50.56 126.43 77.26 0.12 0.00 UGC09133 57.1 60.89 246.00 2.14 53.22 123.20 75.51 0.08 0.00 UGC09133 57.1 63.62 243.00 4.00 53.84 120.17 73.87 0.05 0.00 UGC09133 57.1 66.46 239.00 4.67 53.63 117.27 72.27 0.04 0.00 UGC09133 57.1 69.19 234.00 5.12 53.12 114.70 70.83 0.02 0.00 UGC09133 57.1 71.93 230.00 2.10 53.02 112.26 69.47 0.02 0.00 UGC09133 57.1 74.77 228.00 1.32 53.32 109.91 68.14 0.01 0.00 UGC09133 57.1 77.50 228.00 1.60 54.04 107.81 66.93 0.01 0.00 UGC09133 57.1 80.23 227.00 3.16 54.66 105.81 65.78 0.01 0.00 UGC09133 57.1 83.07 226.00 3.48 54.96 103.86 64.64 0.00 0.00 UGC09133 57.1 85.81 224.00 3.71 54.86 102.09 63.60 0.00 0.00 UGC09133 57.1 88.54 222.00 1.49 54.35 100.40 62.62 0.00 0.00 UGC09133 57.1 91.38 222.00 1.18 53.73 98.74 61.64 0.00 0.00 UGC09133 57.1 94.12 224.00 1.22 53.22 97.22 60.73 0.00 0.00 UGC09133 57.1 99.69 227.00 2.80 52.91 94.34 59.01 0.00 0.00 UGC09133 57.1 108.31 229.00 4.12 51.38 90.37 56.61 0.00 0.00 UGC09992 10.7 0.78 28.10 5.66 6.39 20.31 0.00 36.38 0.00 UGC09992 10.7 1.55 31.30 5.66 10.35 23.49 0.00 10.22 0.00 UGC09992 10.7 2.34 33.00 5.66 14.50 22.94 0.00 4.68 0.00 UGC09992 10.7 3.12 33.40 5.66 17.55 22.52 0.00 2.51 0.00 UGC09992 10.7 3.89 34.30 5.66 17.55 22.05 0.00 1.24 0.00 UGC10310 15.2 1.10 33.20 5.06 3.45 21.28 0.00 48.94 0.00 UGC10310 15.2 2.21 54.60 5.06 6.51 35.54 0.00 27.59 0.00 UGC10310 15.2 3.31 65.70 5.06 11.85 39.59 0.00 15.03 0.00 UGC10310 15.2 4.42 69.20 5.06 18.75 38.75 0.00 7.39 0.00 UGC10310 15.2 5.52 70.90 5.06 26.75 39.10 0.00 4.76 0.00 UGC10310 15.2 6.64 72.40 5.06 30.80 37.98 0.00 2.41 0.00 UGC10310 15.2 7.74 73.20 5.06 30.90 35.45 0.00 0.00 0.00 UGC11455 78.6 0.62 35.10 4.01 0.82 71.20 0.00 1873.58 0.00 UGC11455 78.6 1.23 64.60 4.19 1.00 112.64 0.00 1393.40 0.00 UGC11455 78.6 1.83 80.10 6.32 2.09 139.71 0.00 1127.85 0.00 UGC11455 78.6 2.47 113.00 10.40 3.39 159.08 0.00 925.97 0.00 UGC11455 78.6 3.08 136.00 7.59 2.17 171.23 0.00 805.41 0.00 UGC11455 78.6 3.68 150.00 7.75 0.18 180.90 0.00 736.52 0.00 UGC11455 78.6 4.32 171.00 9.19 0.00 190.21 0.00 674.92 0.00 UGC11455 78.6 4.91 192.00 9.16 0.20 198.61 0.00 662.92 0.00 UGC11455 78.6 5.53 197.00 9.96 0.20 213.09 0.00 650.45 0.00 UGC11455 78.6 6.17 195.00 12.40 0.00 230.24 0.00 650.00 0.00 UGC11455 78.6 6.78 196.00 7.09 0.58 253.17 0.00 639.70 0.00 UGC11455 78.6 7.38 216.00 5.99 2.58 275.53 0.00 565.76 0.00 UGC11455 78.6 8.00 225.00 5.24 0.00 287.96 0.00 471.02 0.00 UGC11455 78.6 8.62 240.00 6.15 0.00 290.86 0.00 408.20 0.00 UGC11455 78.6 9.23 247.00 4.37 7.92 295.63 0.00 389.51 0.00 UGC11455 78.6 9.85 254.00 6.48 16.06 302.10 0.00 358.51 0.00 UGC11455 78.6 10.43 257.00 7.41 21.24 307.81 0.00 328.15 0.00 UGC11455 78.6 11.05 273.00 5.38 23.48 312.49 0.00 295.55 0.00 UGC11455 78.6 11.67 272.00 5.98 24.19 316.07 0.00 269.20 0.00 UGC11455 78.6 12.19 270.00 20.90 23.78 319.44 0.00 249.24 0.00 UGC11455 78.6 12.91 279.00 9.40 22.46 323.20 0.00 220.87 0.00 UGC11455 78.6 14.56 287.00 10.80 23.48 326.62 0.00 154.04 0.00 UGC11455 78.6 16.63 291.00 10.00 24.49 316.26 0.00 98.46 0.00 UGC11455 78.6 17.77 286.00 9.67 24.49 310.12 0.00 85.89 0.00 UGC11455 78.6 18.49 288.00 6.96 26.12 307.21 0.00 77.89 0.00 UGC11455 78.6 20.24 289.00 6.63 41.26 301.54 0.00 61.63 0.00 UGC11455 78.6 22.62 288.00 10.00 55.90 294.39 0.00 42.20 0.00 UGC11455 78.6 24.89 269.00 8.23 53.66 286.32 0.00 25.35 0.00 UGC11455 78.6 27.06 267.00 7.11 52.14 273.02 0.00 13.51 0.00 UGC11455 78.6 29.13 272.00 5.36 47.05 261.41 0.00 8.93 0.00 UGC11455 78.6 31.30 274.00 5.78 45.53 250.43 0.00 5.08 0.00 UGC11455 78.6 33.46 259.00 5.81 50.92 239.85 0.00 2.15 0.00 UGC11455 78.6 35.53 272.00 6.69 49.39 229.51 0.00 0.60 0.00 UGC11455 78.6 37.70 274.00 6.39 46.04 219.93 0.00 0.46 0.00 UGC11455 78.6 39.87 272.00 5.59 49.19 212.13 0.00 0.19 0.00 UGC11455 78.6 41.93 266.00 8.82 49.09 205.47 0.00 0.00 0.00 UGC11557 24.2 0.33 4.00 7.90 1.71 21.94 0.00 329.26 0.00 UGC11557 24.2 0.99 17.00 8.60 2.41 47.32 0.00 226.54 0.00 UGC11557 24.2 1.76 33.30 7.90 -7.34 59.39 0.00 158.62 0.00 UGC11557 24.2 2.42 44.90 10.50 -10.59 70.77 0.00 134.99 0.00 UGC11557 24.2 3.19 53.00 7.90 0.97 81.19 0.00 93.50 0.00 UGC11557 24.2 3.85 60.80 7.90 9.74 83.68 0.00 70.65 0.00 UGC11557 24.2 4.62 69.00 7.90 11.43 87.03 0.00 55.35 0.00 UGC11557 24.2 5.28 76.60 7.90 16.36 90.49 0.00 49.76 0.00 UGC11557 24.2 5.94 85.00 7.90 17.72 93.96 0.00 36.24 0.00 UGC11557 24.2 7.04 78.10 6.70 24.54 93.48 0.00 19.51 0.00 UGC11557 24.2 8.80 81.60 6.70 35.45 87.18 0.00 7.06 0.00 UGC11557 24.2 10.56 84.50 6.70 33.35 79.10 0.00 1.49 0.00 UGC11820 18.1 0.26 16.00 5.09 -0.43 8.55 0.00 76.79 0.00 UGC11820 18.1 0.44 18.90 4.44 1.29 13.84 0.00 73.61 0.00 UGC11820 18.1 0.61 25.80 3.36 1.97 18.20 0.00 57.73 0.00 UGC11820 18.1 0.79 35.80 3.79 2.55 21.35 0.00 46.68 0.00 UGC11820 18.1 1.01 44.10 7.91 3.22 24.45 0.00 34.99 0.00 UGC11820 18.1 5.26 59.65 0.98 17.11 26.68 0.00 1.91 0.00 UGC11820 18.1 7.91 69.15 1.23 28.49 24.35 0.00 0.98 0.00 UGC11820 18.1 10.52 76.95 0.54 35.70 21.40 0.00 0.18 0.00 UGC11820 18.1 13.14 81.25 0.73 35.45 18.93 0.00 0.05 0.00 UGC11820 18.1 15.82 84.45 1.31 35.37 17.02 0.00 0.00 0.00 UGC11914 16.9 0.28 168.00 49.70 0.42 42.14 211.56 2455.96 12097.58 UGC11914 16.9 0.37 187.00 40.20 0.61 53.98 220.85 2366.93 9071.84 UGC11914 16.9 0.47 204.00 26.90 0.79 66.33 227.40 2271.79 7025.23 UGC11914 16.9 0.56 218.00 23.50 0.96 76.79 231.50 2189.44 5778.11 UGC11914 16.9 0.65 232.00 8.63 1.14 86.68 234.01 2110.07 4930.85 UGC11914 16.9 0.75 243.00 4.97 1.31 97.06 236.69 2025.25 4308.68 UGC11914 16.9 0.84 253.00 3.65 1.48 105.90 240.47 1951.84 3831.00 UGC11914 16.9 0.93 262.00 2.86 1.66 114.28 245.03 1881.09 3289.15 UGC11914 16.9 1.03 269.00 3.80 1.83 123.11 249.19 1805.48 2710.31 UGC11914 16.9 1.12 275.00 5.39 2.00 130.64 251.82 1740.03 2281.17 UGC11914 16.9 1.21 280.00 5.01 2.17 137.79 253.43 1676.95 1896.93 UGC11914 16.9 1.30 284.00 10.00 2.33 144.60 253.93 1616.16 1591.52 UGC11914 16.9 1.41 287.00 6.59 2.50 152.47 253.45 1544.84 1300.30 UGC11914 16.9 1.50 289.00 3.56 2.66 158.56 252.44 1488.85 1111.18 UGC11914 16.9 1.59 290.00 6.13 2.82 164.36 251.04 1434.87 947.25 UGC11914 16.9 1.68 291.00 10.20 2.97 169.88 249.18 1382.86 815.68 UGC11914 16.9 1.78 292.00 8.61 3.12 175.70 246.75 1327.26 702.47 UGC11914 16.9 1.87 292.00 11.20 3.26 180.66 244.32 1279.15 628.74 UGC11914 16.9 1.96 291.00 5.15 3.39 185.38 241.92 1232.78 572.76 UGC11914 16.9 2.05 291.00 4.92 3.50 189.88 239.71 1188.09 519.08 UGC11914 16.9 2.16 291.00 9.32 3.61 195.08 237.06 1135.66 458.42 UGC11914 16.9 2.25 290.00 7.19 3.70 199.10 234.93 1094.49 420.15 UGC11914 16.9 2.34 290.00 12.20 3.76 202.92 232.89 1054.80 389.55 UGC11914 16.9 2.43 290.00 7.94 3.79 206.55 231.12 1016.61 360.37 UGC11914 16.9 2.46 290.00 5.16 3.79 207.71 230.63 1004.15 346.65 UGC11914 16.9 2.53 290.00 3.56 3.79 210.36 229.44 975.69 317.07 UGC11914 16.9 2.62 290.00 3.79 3.80 213.61 227.90 940.34 283.46 UGC11914 16.9 2.71 290.00 5.65 3.81 216.71 226.55 906.26 244.45 UGC11914 16.9 2.80 290.00 9.38 3.84 219.64 225.09 873.37 204.32 UGC11914 16.9 2.99 290.00 10.60 3.94 225.37 221.46 807.89 139.93 UGC11914 16.9 3.28 291.00 15.30 4.12 233.01 215.11 716.23 77.11 UGC11914 16.9 3.74 292.00 18.80 4.56 241.64 204.42 581.87 29.88 UGC11914 16.9 3.83 292.00 15.20 4.69 242.91 202.36 560.67 24.89 UGC11914 16.9 4.02 292.00 19.80 5.12 245.41 198.15 516.93 16.81 UGC11914 16.9 4.09 292.00 2.40 5.35 246.19 196.62 500.74 14.54 UGC11914 16.9 4.12 292.00 9.00 5.40 246.51 195.97 493.88 13.67 UGC11914 16.9 4.30 291.00 8.71 6.12 248.01 192.16 453.79 9.51 UGC11914 16.9 4.39 291.00 7.92 6.56 248.54 190.25 435.97 7.86 UGC11914 16.9 4.49 291.00 8.84 7.04 249.06 188.24 417.35 6.39 UGC11914 16.9 4.58 290.00 4.20 7.58 249.41 186.48 401.66 5.31 UGC11914 16.9 4.87 289.00 10.60 9.59 250.14 181.04 356.31 2.93 UGC11914 16.9 4.91 288.00 2.26 10.06 250.19 180.31 350.52 2.69 UGC11914 16.9 4.96 288.00 6.97 10.42 250.25 179.41 343.49 2.43 UGC11914 16.9 5.05 287.00 3.23 11.18 250.32 177.88 331.38 2.02 UGC11914 16.9 5.14 287.00 10.20 12.03 250.34 176.33 319.97 1.69 UGC11914 16.9 5.24 286.00 10.30 12.78 250.33 174.68 307.99 1.37 UGC11914 16.9 5.33 286.00 17.80 13.42 250.26 173.23 297.78 1.14 UGC11914 16.9 5.42 285.00 11.40 14.16 250.17 171.83 288.19 0.94 UGC11914 16.9 5.51 285.00 12.00 14.91 250.09 170.39 279.23 0.78 UGC11914 16.9 5.61 284.00 4.03 15.66 250.01 168.90 270.01 0.64 UGC11914 16.9 5.71 284.00 4.73 16.40 249.99 167.49 261.54 0.52 UGC11914 16.9 5.80 283.00 6.44 17.15 249.96 166.22 253.28 0.43 UGC11914 16.9 5.89 283.00 4.96 17.89 249.90 164.93 245.26 0.36 UGC11914 16.9 5.98 283.00 5.37 18.64 249.84 163.71 237.48 0.30 UGC11914 16.9 6.08 283.00 11.00 19.38 249.76 162.34 229.11 0.24 UGC11914 16.9 6.15 283.00 1.14 20.02 249.70 161.44 223.42 0.21 UGC11914 16.9 6.17 283.00 17.30 20.24 249.69 161.19 221.83 0.20 UGC11914 16.9 6.26 283.00 7.94 21.09 249.61 160.00 214.79 0.17 UGC11914 16.9 6.35 283.00 18.30 21.83 249.49 158.86 207.63 0.14 UGC11914 16.9 6.73 284.00 10.50 24.60 248.66 154.26 178.26 0.06 UGC11914 16.9 6.83 284.00 9.37 25.24 248.30 153.14 170.86 0.05 UGC11914 16.9 6.92 285.00 12.90 25.88 247.92 152.15 164.37 0.04 UGC11914 16.9 7.37 288.00 1.24 28.33 245.58 147.41 136.76 0.02 UGC11914 16.9 8.60 297.00 2.13 31.20 235.09 136.47 77.68 0.00 UGC11914 16.9 9.83 305.00 5.07 29.29 222.03 127.66 54.07 0.00 UGC12506 100.6 0.82 107.00 25.60 8.12 32.70 0.00 413.25 0.00 UGC12506 100.6 2.46 159.00 26.50 22.67 79.76 0.00 306.20 0.00 UGC12506 100.6 4.10 194.00 13.90 31.68 107.57 0.00 228.25 0.00 UGC12506 100.6 5.74 198.00 14.60 34.72 124.14 0.00 177.01 0.00 UGC12506 100.6 7.38 211.00 13.20 31.78 137.60 0.00 158.86 0.00 UGC12506 100.6 9.02 222.00 13.60 23.89 155.68 0.00 132.54 0.00 UGC12506 100.6 10.65 230.00 11.60 14.68 168.58 0.00 103.66 0.00 UGC12506 100.6 12.29 239.00 11.60 14.98 175.29 0.00 76.77 0.00 UGC12506 100.6 13.93 237.00 11.60 26.72 175.91 0.00 57.94 0.00 UGC12506 100.6 15.57 240.00 11.60 39.88 176.17 0.00 46.35 0.00 UGC12506 100.6 17.21 245.00 11.60 50.51 175.33 0.00 35.14 0.00 UGC12506 100.6 18.85 249.00 11.60 57.09 172.30 0.00 26.49 0.00 UGC12506 100.6 20.49 248.00 11.60 60.02 168.12 0.00 20.79 0.00 UGC12506 100.6 22.13 250.00 11.60 60.43 164.68 0.00 17.20 0.00 UGC12506 100.6 23.77 255.00 11.60 58.91 161.19 0.00 13.63 0.00 UGC12506 100.6 25.41 244.00 14.90 57.29 157.33 0.00 11.03 0.00 UGC12506 100.6 27.05 244.00 11.60 58.00 153.64 0.00 9.00 0.00 UGC12506 100.6 28.68 249.00 11.60 61.94 149.77 0.00 7.43 0.00 UGC12506 100.6 30.32 251.00 11.60 65.99 146.07 0.00 6.46 0.00 UGC12506 100.6 31.96 249.00 11.60 67.21 143.32 0.00 5.72 0.00 UGC12506 100.6 33.60 244.00 12.90 64.98 140.67 0.00 4.88 0.00 UGC12506 100.6 35.24 239.00 16.20 62.25 138.00 0.00 4.23 0.00 UGC12506 100.6 36.88 238.00 18.40 61.64 135.58 0.00 3.76 0.00 UGC12506 100.6 38.52 241.00 24.90 63.36 133.60 0.00 3.31 0.00 UGC12506 100.6 40.16 237.00 23.00 64.98 131.71 0.00 2.88 0.00 UGC12506 100.6 41.80 228.00 14.00 64.88 130.03 0.00 2.53 0.00 UGC12506 100.6 43.44 233.00 16.90 63.87 129.69 0.00 2.26 0.00 UGC12506 100.6 45.08 233.00 13.70 64.47 130.42 0.00 0.00 0.00 UGC12506 100.6 46.71 230.00 11.60 69.03 123.79 0.00 0.00 0.00 UGC12506 100.6 48.35 226.00 11.60 76.21 119.55 0.00 0.00 0.00 UGC12506 100.6 49.99 225.00 11.60 82.59 116.42 0.00 0.00 0.00 UGC12632 9.77 0.71 24.10 7.55 0.75 14.22 0.00 33.37 0.00 UGC12632 9.77 1.42 33.60 5.02 2.55 19.97 0.00 21.72 0.00 UGC12632 9.77 2.14 44.80 3.38 7.39 23.97 0.00 15.26 0.00 UGC12632 9.77 2.85 54.40 2.90 10.70 26.52 0.00 10.49 0.00 UGC12632 9.77 3.55 57.40 2.89 12.26 27.06 0.00 8.02 0.00 UGC12632 9.77 4.26 61.40 3.44 12.02 28.45 0.00 6.75 0.00 UGC12632 9.77 4.97 63.80 3.64 14.16 29.24 0.00 4.61 0.00 UGC12632 9.77 5.69 65.50 3.82 15.95 29.30 0.00 4.19 0.00 UGC12632 9.77 6.40 67.60 3.54 18.56 30.76 0.00 2.51 0.00 UGC12632 9.77 7.11 69.20 2.91 22.61 29.42 0.00 1.98 0.00 UGC12632 9.77 7.82 70.30 2.79 26.30 28.80 0.00 1.14 0.00 UGC12632 9.77 8.52 71.40 2.93 28.44 27.59 0.00 1.10 0.00 UGC12632 9.77 9.25 73.20 3.00 29.27 27.31 0.00 0.81 0.00 UGC12632 9.77 9.95 73.00 2.81 30.70 26.87 0.00 0.61 0.00 UGC12632 9.77 10.66 73.10 2.79 31.41 26.73 0.00 0.00 0.00 UGC12732 13.2 0.96 34.20 3.32 1.81 20.68 0.00 44.60 0.00 UGC12732 13.2 1.92 49.50 4.60 -7.24 30.32 0.00 24.65 0.00 UGC12732 13.2 2.88 59.90 4.38 -2.56 33.18 0.00 15.63 0.00 UGC12732 13.2 3.84 65.30 4.31 8.12 35.24 0.00 8.99 0.00 UGC12732 13.2 4.80 69.80 3.83 11.30 34.72 0.00 5.81 0.00 UGC12732 13.2 5.76 73.80 3.45 16.00 34.11 0.00 4.38 0.00 UGC12732 13.2 6.72 76.20 3.24 18.20 34.88 0.00 2.64 0.00 UGC12732 13.2 7.68 79.30 3.19 19.20 33.08 0.00 1.24 0.00 UGC12732 13.2 8.64 80.30 3.31 23.30 31.11 0.00 0.86 0.00 UGC12732 13.2 9.60 81.90 3.69 25.50 29.68 0.00 0.52 0.00 UGC12732 13.2 10.60 84.00 3.89 27.80 28.19 0.00 0.32 0.00 UGC12732 13.2 11.50 85.60 3.67 31.10 26.95 0.00 0.20 0.00 UGC12732 13.2 12.50 87.90 3.43 35.10 25.70 0.00 0.12 0.00 UGC12732 13.2 13.40 90.80 3.36 38.30 24.69 0.00 0.08 0.00 UGC12732 13.2 14.40 95.50 3.18 41.40 23.69 0.00 0.05 0.00 UGC12732 13.2 15.40 98.00 3.18 43.40 22.77 0.00 0.00 0.00 UGCA281 5.68 0.09 7.00 2.49 1.74 3.78 0.00 85.81 0.00 UGCA281 5.68 0.25 14.90 1.35 4.38 11.32 0.00 82.32 0.00 UGCA281 5.68 0.41 21.10 1.37 6.41 15.94 0.00 43.75 0.00 UGCA281 5.68 0.58 26.00 1.24 7.97 17.47 0.00 20.85 0.00 UGCA281 5.68 0.74 27.50 1.59 9.12 17.72 0.00 11.43 0.00 UGCA281 5.68 0.90 28.80 2.57 9.81 17.18 0.00 7.49 0.00 UGCA281 5.68 1.08 29.50 1.85 10.01 16.66 0.00 5.51 0.00 UGCA442 4.35 0.42 14.20 1.91 4.87 4.78 0.00 11.05 0.00 UGCA442 4.35 1.26 28.60 1.82 13.14 10.76 0.00 5.81 0.00 UGCA442 4.35 2.11 41.00 1.74 19.65 13.60 0.00 2.75 0.00 UGCA442 4.35 2.96 49.00 1.91 22.42 13.29 0.00 1.00 0.00 UGCA442 4.35 3.79 54.80 2.05 22.82 12.56 0.00 0.72 0.00 UGCA442 4.35 4.65 56.40 3.12 21.37 12.33 0.00 0.43 0.00 UGCA442 4.35 5.48 57.80 2.83 18.73 12.04 0.00 0.18 0.00 UGCA442 4.35 6.33 56.50 0.65 16.75 10.62 0.00 0.00 0.00 UGCA444 0.98 0.12 6.48 2.60 -0.66 2.20 0.00 2.83 0.00 UGCA444 0.98 0.19 8.60 2.65 0.47 2.24 0.00 3.38 0.00 UGCA444 0.98 0.26 10.20 3.03 1.82 2.72 0.00 2.43 0.00 UGCA444 0.98 0.33 11.70 3.55 3.08 2.90 0.00 2.23 0.00 UGCA444 0.98 0.40 12.70 3.75 4.20 2.92 0.00 1.76 0.00 UGCA444 0.98 0.47 14.10 3.43 5.32 3.03 0.00 2.11 0.00 UGCA444 0.98 0.55 16.00 3.33 6.65 3.44 0.00 2.00 0.00 UGCA444 0.98 0.62 18.10 2.66 7.97 3.69 0.00 1.59 0.00 UGCA444 0.98 0.69 21.20 3.78 9.25 3.81 0.00 1.38 0.00 UGCA444 0.98 0.76 21.60 3.33 10.36 3.95 0.00 1.39 0.00 UGCA444 0.98 0.83 23.30 3.09 11.58 4.15 0.00 1.29 0.00 UGCA444 0.98 0.90 24.50 3.26 12.39 4.32 0.00 1.17 0.00 UGCA444 0.98 0.97 24.40 3.29 13.10 4.46 0.00 1.08 0.00 UGCA444 0.98 1.04 25.30 2.78 13.71 4.57 0.00 0.99 0.00 UGCA444 0.98 1.11 25.40 2.78 14.22 4.69 0.00 0.91 0.00 UGCA444 0.98 1.19 25.90 2.73 14.63 4.81 0.00 0.83 0.00 UGCA444 0.98 1.26 26.70 2.67 14.83 4.88 0.00 0.76 0.00 UGCA444 0.98 1.33 27.10 3.16 15.03 4.95 0.00 0.70 0.00 UGCA444 0.98 1.40 28.60 3.34 15.13 5.03 0.00 0.64 0.00 UGCA444 0.98 1.48 28.90 3.21 15.24 5.09 0.00 0.58 0.00 UGCA444 0.98 1.55 30.40 4.14 15.34 5.13 0.00 0.54 0.00 UGCA444 0.98 1.62 30.80 4.35 15.54 5.17 0.00 0.49 0.00 UGCA444 0.98 1.69 30.50 4.56 15.54 5.21 0.00 0.45 0.00 UGCA444 0.98 1.75 33.00 4.04 15.54 5.22 0.00 0.42 0.00 UGCA444 0.98 1.83 32.10 4.35 15.64 5.25 0.00 0.38 0.00 UGCA444 0.98 1.90 32.90 4.36 15.64 5.28 0.00 0.35 0.00 UGCA444 0.98 1.97 34.20 4.90 15.64 5.30 0.00 0.32 0.00 UGCA444 0.98 2.04 32.60 3.98 15.64 5.31 0.00 0.30 0.00 UGCA444 0.98 2.11 33.70 4.73 15.74 5.33 0.00 0.27 0.00 UGCA444 0.98 2.19 33.80 4.67 15.64 5.35 0.00 0.25 0.00 UGCA444 0.98 2.26 34.90 3.74 15.64 5.36 0.00 0.23 0.00 UGCA444 0.98 2.33 36.10 5.47 15.64 5.39 0.00 0.21 0.00 UGCA444 0.98 2.40 37.20 5.39 15.24 5.42 0.00 0.19 0.00 UGCA444 0.98 2.48 37.60 7.10 14.73 5.50 0.00 0.17 0.00 UGCA444 0.98 2.55 35.60 4.73 14.22 5.46 0.00 0.00 0.00 UGCA444 0.98 2.62 38.30 7.78 13.81 5.25 0.00 0.00 0.00 # FRCFD SPARC Publication-Ready Script (175 Galaxies, FRCFD vs NFW) # Fits both models, computes AIC/BIC, generates Delta AIC histogram, BTFR plot, win-rate table. import numpy as np import matplotlib.pyplot as plt import pandas as pd from scipy.optimize import minimize, differential_evolution import urllib.request import os # ------------------------------------------------------------ # 0. Plot style (publication-ready) # ------------------------------------------------------------ plt.rcParams.update({ 'font.size': 12, 'font.family': 'serif', 'text.usetex': False, 'figure.dpi': 150, 'savefig.dpi': 300 }) # ------------------------------------------------------------ # 1. Data loading – SPARC mass models table # ------------------------------------------------------------ url = "http://astroweb.cwru.edu/SPARC/SPARC_MassModels.tbl" filename = "sparc_massmodels.tbl" if not os.path.exists(filename): print("Downloading SPARC mass models table...") urllib.request.urlretrieve(url, filename) print("Download complete.") # Fixed-width format (as per SPARC documentation) widths = [11, 6, 6, 6, 5, 6, 6, 6, 7, 8] names = ['ID', 'D', 'R', 'Vobs', 'e_Vobs', 'Vgas', 'Vdisk', 'Vbul', 'SBdisk', 'SBbul'] data = pd.read_fwf(filename, skiprows=3, names=names, widths=widths) # Group by galaxy ID galaxies = data.groupby('ID') # ------------------------------------------------------------ # 2. Helper functions # ------------------------------------------------------------ def frcfd_model(r, v_bary, A, T_crit): v_sub = A * (1 - np.exp(-r / T_crit)) return np.sqrt(v_bary**2 + v_sub**2) def nfw_model(r, v_bary, rho0, rs): G = 4.302e-6 # kpc (km/s)^2 / Msun x = r / rs m = 4 * np.pi * rho0 * rs**3 * (np.log(1 + x) - x / (1 + x)) v_dm = np.sqrt(G * m / r) return np.sqrt(v_bary**2 + v_dm**2) def compute_aic(chi2, k, n): return chi2 + 2 * k def compute_bic(chi2, k, n): return chi2 + k * np.log(n) # ------------------------------------------------------------ # 3. Fit a single galaxy (both models) # ------------------------------------------------------------ def fit_galaxy(gal): r = gal['R'].values v_obs = gal['Vobs'].values e_v = gal['e_Vobs'].values v_gas = gal['Vgas'].values v_disk = gal['Vdisk'].values v_bul = gal['Vbul'].values v_gas = np.nan_to_num(v_gas) v_disk = np.nan_to_num(v_disk) v_bul = np.nan_to_num(v_bul) v_bary = np.sqrt(v_gas**2 + v_disk**2 + v_bul**2) mask = v_bary > 0 r = r[mask] v_obs = v_obs[mask] e_v = e_v[mask] v_bary = v_bary[mask] if len(r) < 5: return None n = len(r) # ----- FRCFD fit (2 parameters) ----- def chi2_frcfd(params): A, T_crit = params v_model = frcfd_model(r, v_bary, A, T_crit) return np.sum(((v_obs - v_model) / e_v)**2) res_f = minimize(chi2_frcfd, x0=[150.0, 2.0], bounds=[(10, 400), (0.1, 20)]) if not res_f.success: return None chi2_f = res_f.fun aic_f = compute_aic(chi2_f, 2, n) bic_f = compute_bic(chi2_f, 2, n) A_fit, T_fit = res_f.x # ----- NFW fit (2 parameters) – using differential evolution to avoid local minima ----- def chi2_nfw(params): rho0, rs = params v_model = nfw_model(r, v_bary, rho0, rs) return np.sum(((v_obs - v_model) / e_v)**2) bounds_nfw = [(1e4, 1e10), (0.1, 50.0)] res_n = differential_evolution(chi2_nfw, bounds_nfw, maxiter=200, seed=42) if not res_n.success: res_n = minimize(chi2_nfw, x0=[1e7, 10.0], bounds=bounds_nfw) chi2_n = res_n.fun aic_n = compute_aic(chi2_n, 2, n) bic_n = compute_bic(chi2_n, 2, n) rho0_fit, rs_fit = res_n.x # Baryonic mass proxy M_bary_proxy = np.max(v_bary)**2 return { 'ID': gal['ID'].iloc[0], 'n_points': n, 'chi2_f': chi2_f, 'aic_f': aic_f, 'bic_f': bic_f, 'A': A_fit, 'T_crit': T_fit, 'chi2_n': chi2_n, 'aic_n': aic_n, 'bic_n': bic_n, 'rho0': rho0_fit, 'rs': rs_fit, 'M_bary_proxy': M_bary_proxy } # ------------------------------------------------------------ # 4. Run sweep over all galaxies # ------------------------------------------------------------ results = [] print("Running SPARC sweep (175 galaxies)...") for name, gal in galaxies: res = fit_galaxy(gal) if res is not None: results.append(res) if len(results) % 20 == 0: print(f" Processed {len(results)} galaxies") else: print(f" Skipped {name} (insufficient data)") df = pd.DataFrame(results) print(f"Successfully fitted {len(df)} galaxies.") # ------------------------------------------------------------ # 5. Compute Delta AIC and win rate # ------------------------------------------------------------ df['delta_AIC'] = df['aic_n'] - df['aic_f'] df['delta_BIC'] = df['bic_n'] - df['bic_f'] wins_aic = df[df['delta_AIC'] > 0] wins_bic = df[df['delta_BIC'] > 0] print("\n=== RESULTS SUMMARY ===") print(f"FRCFD wins (AIC): {len(wins_aic)} / {len(df)} ({100*len(wins_aic)/len(df):.1f}%)") print(f"FRCFD wins (BIC): {len(wins_bic)} / {len(df)} ({100*len(wins_bic)/len(df):.1f}%)") # ------------------------------------------------------------ # 6. Plot Delta AIC histogram # ------------------------------------------------------------ plt.figure(figsize=(8,5)) plt.hist(df['delta_AIC'], bins=30, color='royalblue', edgecolor='black', alpha=0.7) plt.axvline(0, color='red', linestyle='--', linewidth=2) plt.xlabel(r'$\Delta$AIC = AIC$_{\mathrm{NFW}}$ - AIC$_{\mathrm{FRCFD}}$') plt.ylabel('Number of galaxies') plt.title(f'FRCFD vs NFW: Delta AIC distribution (FRCFD wins: {len(wins_aic)}/{len(df)})') plt.grid(True, alpha=0.3) plt.tight_layout() plt.savefig('frcfd_delta_aic_histogram.png', dpi=300) plt.show() # ------------------------------------------------------------ # 7. BTFR plot: FRCFD amplitude A vs baryonic mass proxy # ------------------------------------------------------------ plt.figure(figsize=(8,6)) plt.scatter(df['M_bary_proxy'], df['A'], c='darkgreen', alpha=0.6, edgecolors='k') plt.xscale('log') plt.yscale('log') plt.xlabel(r'Baryonic mass proxy (max$(v_{\mathrm{bary}})^2$, (km/s)$^2$)') plt.ylabel(r'FRCFD amplitude $A$ (km/s)') plt.title('Baryonic Tully-Fisher Relation (FRCFD)') plt.grid(True, alpha=0.3) from scipy.optimize import curve_fit def power_law(x, a, b): return a * x**b x_vals = df['M_bary_proxy'].values y_vals = df['A'].values popt, _ = curve_fit(power_law, x_vals, y_vals) x_grid = np.logspace(np.log10(x_vals.min()), np.log10(x_vals.max()), 100) plt.plot(x_grid, power_law(x_grid, *popt), 'r--', label=f'Power law: $A \propto M^{{{popt[1]:.2f}}}$') plt.legend() plt.tight_layout() plt.savefig('frcfd_btfr_plot.png', dpi=300) plt.show() # ------------------------------------------------------------ # 8. Win-rate table (printed) # ------------------------------------------------------------ print("\n=== WIN RATE TABLE ===") print(f"Total galaxies fitted: {len(df)}") print(f"FRCFD wins by AIC: {len(wins_aic)} ({100*len(wins_aic)/len(df):.1f}%)") print(f"FRCFD wins by BIC: {len(wins_bic)} ({100*len(wins_bic)/len(df):.1f}%)") print(f"NFW wins by AIC: {len(df)-len(wins_aic)} ({100*(len(df)-len(wins_aic))/len(df):.1f}%)") print(f"NFW wins by BIC: {len(df)-len(wins_bic)} ({100*(len(df)-len(wins_bic))/len(df):.1f}%)") # ------------------------------------------------------------ # 9. Save detailed results to CSV # ------------------------------------------------------------ df.to_csv('frcfd_sparc_results.csv', index=False) print("\nDetailed results saved to frcfd_sparc_results.csv")

Conspiranon