#Plot dataset
plt.figure("Regular plot")
plt.title("Regular plot")
plt.scatter(x=bmgr_download_speeds["Date"],y=bmgr_download_speeds["Download Speed (Mbps)"],c="r",label="BMGR-E")
plt.scatter(x=pm_download_speeds["Date"],y=pm_download_speeds["Download Speed (Mbps)"],c="b",label="Point Mugu")
plt.xticks(rotation=90)
plt.legend()
plt.figure("Logarithmic plot")
plt.title("Logarithmic plot")
plt.scatter(x=bmgr_download_speeds["Date"],y=np.log10(bmgr_download_speeds["Download Speed (Mbps)"]),c="r",label="BMGR-E")
plt.scatter(x=pm_download_speeds["Date"],y=np.log10(pm_download_speeds["Download Speed (Mbps)"]),c="b",label="Point Mugu")
plt.xticks(rotation=90)
plt.legend()
# stats f_oneway functions takes the groups as input and returns ANOVA F and p value
fvalue, pvalue = stats.f_oneway(a[a["Location"]=="BMGR-E"]["Download Speed (Mbps)"], a[a["Location"]=="Point Mugu"]["Download Speed (Mbps)"])
print(fvalue, pvalue)
# get ANOVA table as R like output
import statsmodels.api as sm
from statsmodels.formula.api import ols
# # Ordinary Least Squares (OLS) model
c = a.copy()
c.reset_index(inplace=True)
c.columns = ['index', 'Location', 'DownloadSpeed']
print(c.head())
model = ols('DownloadSpeed ~ C(Location)', data=c).fit()
print(model.summary())
anova_table = sm.stats.anova_lm(model, typ=2)
anova_table
25.113278924289435 3.1746715043189653e-06
index Location DownloadSpeed
0 0 BMGR-E 6.30
1 1 BMGR-E 1.19
2 2 BMGR-E 0.60
3 3 BMGR-E 6.96
4 4 BMGR-E 2.64
OLS Regression Results
==============================================================================
Dep. Variable: DownloadSpeed R-squared: 0.239
Model: OLS Adj. R-squared: 0.229
Method: Least Squares F-statistic: 25.11
Date: Fri, 10 Dec 2021 Prob (F-statistic): 3.17e-06
Time: 00:32:22 Log-Likelihood: -174.67
No. Observations: 82 AIC: 353.3
Df Residuals: 80 BIC: 358.1
Df Model: 1
Covariance Type: nonrobust
=============================================================================================
coef std err t P>|t| [0.025 0.975]
---------------------------------------------------------------------------------------------
Intercept 3.8136 0.330 11.552 0.000 3.157 4.471
C(Location)[T.Point Mugu] -2.2845 0.456 -5.011 0.000 -3.192 -1.377
==============================================================================
Omnibus: 8.474 Durbin-Watson: 1.521
Prob(Omnibus): 0.014 Jarque-Bera (JB): 8.200
Skew: 0.754 Prob(JB): 0.0166
Kurtosis: 3.359 Cond. No. 2.68
==============================================================================
Notes:
[1] Standard Errors assume that the covariance matrix of the errors is correctly specified.
# Create the data schema
two_way_df = download_speeds[["Location","Station ID","Download Speed (Mbps)"]]
two_way_df.reset_index(inplace=True)
two_way_df.columns = ['index', 'Location', "StationID", 'DownloadSpeed']
# Print first 5 lines of the data schema
print(two_way_df.head())
# Plot the data
sns.boxplot(x="StationID", y="DownloadSpeed", hue="Location", data=two_way_df, palette="Set3")
index Location StationID DownloadSpeed
0 0 BMGR-E 580 6.30
1 1 BMGR-E 584 1.19
2 2 BMGR-E 637 0.60
3 3 BMGR-E 580 6.96
4 4 BMGR-E 584 2.64
# Ordinary Least Squares (OLS) model
model = ols('DownloadSpeed ~ C(Location) / C(StationID)', data=two_way_df).fit()
print(model.summary())
# ANOVA - Anova table for one or more fitted linear models.
# URL:
# https://www.statsmodels.org/dev/generated/statsmodels.stats.anova.anova_lm.html
anova_table = sm.stats.anova_lm(model, typ=2)
# Main Variable: Site/Location
# Nested: Field Session/TripNumber
# Print results
anova_table
OLS Regression Results
==============================================================================
Dep. Variable: DownloadSpeed R-squared: 0.482
Model: OLS Adj. R-squared: 0.401
Method: Least Squares F-statistic: 5.931
Date: Fri, 10 Dec 2021 Prob (F-statistic): 1.00e-06
Time: 00:32:23 Log-Likelihood: -158.86
No. Observations: 82 AIC: 341.7
Df Residuals: 70 BIC: 370.6
Df Model: 11
Covariance Type: nonrobust
===============================================================================================================
coef std err t P>|t| [0.025 0.975]
---------------------------------------------------------------------------------------------------------------
Intercept 2.9223 0.274 10.655 0.000 2.375 3.469
C(Location)[T.Point Mugu] -1.5593 0.496 -3.141 0.002 -2.550 -0.569
C(Location)[BMGR-E]:C(StationID)[T.115] 1.363e-15 3.59e-16 3.798 0.000 6.47e-16 2.08e-15
C(Location)[Point Mugu]:C(StationID)[T.115] 0.3660 0.742 0.493 0.623 -1.114 1.846
C(Location)[BMGR-E]:C(StationID)[T.116] 2.067e-16 3.42e-16 0.605 0.547 -4.75e-16 8.88e-16
C(Location)[Point Mugu]:C(StationID)[T.116] 0.3560 0.742 0.480 0.633 -1.124 1.836
C(Location)[BMGR-E]:C(StationID)[T.117] -2.329e-17 2.49e-16 -0.094 0.926 -5.2e-16 4.73e-16
C(Location)[Point Mugu]:C(StationID)[T.117] 0.4320 1.368 0.316 0.753 -2.297 3.161
C(Location)[BMGR-E]:C(StationID)[T.128] 9.601e-17 1.8e-16 0.532 0.596 -2.64e-16 4.56e-16
C(Location)[Point Mugu]:C(StationID)[T.128] -0.1573 0.878 -0.179 0.858 -1.908 1.594
C(Location)[BMGR-E]:C(StationID)[T.579] 0.3257 0.768 0.424 0.673 -1.205 1.856
C(Location)[Point Mugu]:C(StationID)[T.579] 3.486e-17 4.51e-17 0.773 0.442 -5.51e-17 1.25e-16
C(Location)[BMGR-E]:C(StationID)[T.580] 4.0960 0.710 5.773 0.000 2.681 5.511
C(Location)[Point Mugu]:C(StationID)[T.580] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(StationID)[T.582] 1.5732 0.601 2.619 0.011 0.375 2.771
C(Location)[Point Mugu]:C(StationID)[T.582] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(StationID)[T.583] 1.3077 1.166 1.121 0.266 -1.018 3.633
C(Location)[Point Mugu]:C(StationID)[T.583] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(StationID)[T.584] -0.1113 0.576 -0.193 0.847 -1.261 1.038
C(Location)[Point Mugu]:C(StationID)[T.584] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(StationID)[T.637] -0.5623 0.768 -0.733 0.466 -2.093 0.968
C(Location)[Point Mugu]:C(StationID)[T.637] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(StationID)[T.638] -2.1473 1.166 -1.841 0.070 -4.473 0.178
C(Location)[Point Mugu]:C(StationID)[T.638] 0 0 nan nan 0 0
==============================================================================
Omnibus: 6.976 Durbin-Watson: 1.541
Prob(Omnibus): 0.031 Jarque-Bera (JB): 7.467
Skew: 0.452 Prob(JB): 0.0239
Kurtosis: 4.170 Cond. No. inf
==============================================================================
Notes:
[1] Standard Errors assume that the covariance matrix of the errors is correctly specified.
[2] The smallest eigenvalue is 0. This might indicate that there are
strong multicollinearity problems or that the design matrix is singular.
/root/venv/lib/python3.7/site-packages/statsmodels/regression/linear_model.py:1917: RuntimeWarning: divide by zero encountered in double_scalars
return np.sqrt(eigvals[0]/eigvals[-1])
/root/venv/lib/python3.7/site-packages/statsmodels/base/model.py:1873: ValueWarning: covariance of constraints does not have full rank. The number of constraints is 1, but rank is 0
'rank is %d' % (J, J_), ValueWarning)
/root/venv/lib/python3.7/site-packages/statsmodels/base/model.py:1900: RuntimeWarning: invalid value encountered in true_divide
F /= J
/root/venv/lib/python3.7/site-packages/statsmodels/base/model.py:1873: ValueWarning: covariance of constraints does not have full rank. The number of constraints is 22, but rank is 11
'rank is %d' % (J, J_), ValueWarning)
# Create the data schema
two_way_df = download_speeds[["Location","Trip Number","Download Speed (Mbps)"]]
two_way_df.reset_index(inplace=True)
two_way_df.columns = ['index', 'Location', "TripNumber", 'DownloadSpeed']
# Print first 5 lines of the data schema
print(two_way_df.head())
# Plot the data
sns.boxplot(x="TripNumber", y="DownloadSpeed", hue="Location", data=two_way_df, palette="Set3")
index Location TripNumber DownloadSpeed
0 0 BMGR-E 4 6.30
1 1 BMGR-E 4 1.19
2 2 BMGR-E 4 0.60
3 3 BMGR-E 5 6.96
4 4 BMGR-E 5 2.64
# Ordinary Least Squares (OLS) model
model = ols('DownloadSpeed ~ C(Location) / C(TripNumber)', data=two_way_df).fit()
print(model.summary())
# ANOVA - Anova table for one or more fitted linear models.
# URL:
# https://www.statsmodels.org/dev/generated/statsmodels.stats.anova.anova_lm.html
anova_table = sm.stats.anova_lm(model, typ=2)
# Main Variable: Camera trap ID/StationID
# Nested: Field Session/TripNumber
# Print results
anova_table
OLS Regression Results
==============================================================================
Dep. Variable: DownloadSpeed R-squared: 0.468
Model: OLS Adj. R-squared: 0.257
Method: Least Squares F-statistic: 2.219
Date: Fri, 10 Dec 2021 Prob (F-statistic): 0.00753
Time: 00:32:24 Log-Likelihood: -159.98
No. Observations: 82 AIC: 368.0
Df Residuals: 58 BIC: 425.7
Df Model: 23
Covariance Type: nonrobust
===============================================================================================================
coef std err t P>|t| [0.025 0.975]
---------------------------------------------------------------------------------------------------------------
Intercept 2.6967 1.169 2.308 0.025 0.357 5.036
C(Location)[T.Point Mugu] -1.2105 1.154 -1.049 0.298 -3.520 1.099
C(Location)[BMGR-E]:C(TripNumber)[T.5] 0.4783 1.546 0.309 0.758 -2.616 3.573
C(Location)[Point Mugu]:C(TripNumber)[T.5] 9.193e-16 1.88e-15 0.489 0.626 -2.84e-15 4.68e-15
C(Location)[BMGR-E]:C(TripNumber)[T.6] 1.4767 1.431 1.032 0.306 -1.388 4.342
C(Location)[Point Mugu]:C(TripNumber)[T.6] 2.21e-16 6.17e-16 0.358 0.721 -1.01e-15 1.46e-15
C(Location)[BMGR-E]:C(TripNumber)[T.7] 1.5346 1.370 1.120 0.267 -1.208 4.278
C(Location)[Point Mugu]:C(TripNumber)[T.7] -1.486e-16 5.33e-16 -0.279 0.781 -1.22e-15 9.19e-16
C(Location)[BMGR-E]:C(TripNumber)[T.8] 0.8283 1.431 0.579 0.565 -2.037 3.693
C(Location)[Point Mugu]:C(TripNumber)[T.8] 1.776e-17 3.85e-16 0.046 0.963 -7.52e-16 7.87e-16
C(Location)[BMGR-E]:C(TripNumber)[T.9] -0.8967 1.397 -0.642 0.523 -3.693 1.899
C(Location)[Point Mugu]:C(TripNumber)[T.9] -1.337e-17 2.71e-16 -0.049 0.961 -5.56e-16 5.3e-16
C(Location)[BMGR-E]:C(TripNumber)[T.10] 4.3633 1.478 2.952 0.005 1.404 7.322
C(Location)[Point Mugu]:C(TripNumber)[T.10] 2.859e-17 4.04e-16 0.071 0.944 -7.79e-16 8.37e-16
C(Location)[BMGR-E]:C(TripNumber)[T.11] -3.708e-17 2.78e-16 -0.133 0.894 -5.94e-16 5.2e-16
C(Location)[Point Mugu]:C(TripNumber)[T.11] 0.8972 1.154 0.778 0.440 -1.412 3.206
C(Location)[BMGR-E]:C(TripNumber)[T.12] 2.426e-17 3.81e-16 0.064 0.949 -7.38e-16 7.87e-16
C(Location)[Point Mugu]:C(TripNumber)[T.12] 1.0014 1.014 0.988 0.327 -1.027 3.030
C(Location)[BMGR-E]:C(TripNumber)[T.13] 2.251e-16 3.31e-16 0.681 0.499 -4.37e-16 8.87e-16
C(Location)[Point Mugu]:C(TripNumber)[T.13] -0.1901 0.919 -0.207 0.837 -2.030 1.650
C(Location)[BMGR-E]:C(TripNumber)[T.14] -2.319e-16 5.25e-16 -0.442 0.660 -1.28e-15 8.18e-16
C(Location)[Point Mugu]:C(TripNumber)[T.14] 0.4964 1.014 0.490 0.626 -1.532 2.525
C(Location)[BMGR-E]:C(TripNumber)[T.15] -3.201e-17 8.15e-17 -0.393 0.696 -1.95e-16 1.31e-16
C(Location)[Point Mugu]:C(TripNumber)[T.15] -0.0911 1.392 -0.065 0.948 -2.878 2.695
C(Location)[BMGR-E]:C(TripNumber)[T.16] 4.774e-17 4.24e-16 0.113 0.911 -8.01e-16 8.96e-16
C(Location)[Point Mugu]:C(TripNumber)[T.16] 0.0405 1.154 0.035 0.972 -2.269 2.350
C(Location)[BMGR-E]:C(TripNumber)[T.17] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[T.17] -0.4161 1.392 -0.299 0.766 -3.203 2.370
C(Location)[BMGR-E]:C(TripNumber)[T.18] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[T.18] -0.2701 0.919 -0.294 0.770 -2.110 1.570
C(Location)[BMGR-E]:C(TripNumber)[T.19] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[T.19] -0.5661 1.939 -0.292 0.771 -4.447 3.315
C(Location)[BMGR-E]:C(TripNumber)[T.20] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[T.20] -0.7661 1.392 -0.550 0.584 -3.553 2.020
C(Location)[BMGR-E]:C(TripNumber)[T.21] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[T.21] 0.9789 1.392 0.703 0.485 -1.808 3.765
C(Location)[BMGR-E]:C(TripNumber)[T.22] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[T.22] -0.4661 1.939 -0.240 0.811 -4.347 3.415
C(Location)[BMGR-E]:C(TripNumber)[T.23] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[T.23] -0.0261 1.392 -0.019 0.985 -2.813 2.760
C(Location)[BMGR-E]:C(TripNumber)[T.24] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[T.24] -0.4491 1.392 -0.323 0.748 -3.236 2.337
C(Location)[BMGR-E]:C(TripNumber)[T.25] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[T.25] -0.3161 1.939 -0.163 0.871 -4.197 3.565
C(Location)[BMGR-E]:C(TripNumber)[T.26] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[T.26] -0.3511 1.154 -0.304 0.762 -2.660 1.958
C(Location)[BMGR-E]:C(TripNumber)[T.27] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[T.27] -0.7161 1.939 -0.369 0.713 -4.597 3.165
==============================================================================
Omnibus: 16.907 Durbin-Watson: 2.149
Prob(Omnibus): 0.000 Jarque-Bera (JB): 23.670
Skew: 0.891 Prob(JB): 7.25e-06
Kurtosis: 4.937 Cond. No. 6.28e+16
==============================================================================
Notes:
[1] Standard Errors assume that the covariance matrix of the errors is correctly specified.
[2] The smallest eigenvalue is 2.88e-32. This might indicate that there are
strong multicollinearity problems or that the design matrix is singular.
/root/venv/lib/python3.7/site-packages/statsmodels/base/model.py:1873: ValueWarning: covariance of constraints does not have full rank. The number of constraints is 1, but rank is 0
'rank is %d' % (J, J_), ValueWarning)
/root/venv/lib/python3.7/site-packages/statsmodels/base/model.py:1900: RuntimeWarning: invalid value encountered in true_divide
F /= J
/root/venv/lib/python3.7/site-packages/statsmodels/base/model.py:1873: ValueWarning: covariance of constraints does not have full rank. The number of constraints is 46, but rank is 23
'rank is %d' % (J, J_), ValueWarning)
# Create the data schema
two_way_df = download_speeds[["Station ID","Trip Number","Download Speed (Mbps)"]]
two_way_df.reset_index(inplace=True)
two_way_df.columns = ['index', 'StationID', "TripNumber", 'DownloadSpeed']
# Print first 5 lines of the data schema
print(two_way_df.head())
index StationID TripNumber DownloadSpeed
0 0 580 4 6.30
1 1 584 4 1.19
2 2 637 4 0.60
3 3 580 5 6.96
4 4 584 5 2.64
# Ordinary Least Squares (OLS) model
model = ols('DownloadSpeed ~ C(StationID) / C(TripNumber)', data=two_way_df).fit()
print(model.summary())
# ANOVA - Anova table for one or more fitted linear models.
# URL:
# https://www.statsmodels.org/dev/generated/statsmodels.stats.anova.anova_lm.html
anova_table = sm.stats.anova_lm(model, typ=2)
# Main Variable: Site/Location
# Nested Variable: Camera trap ID/StationID
# Print results
anova_table
OLS Regression Results
==============================================================================
Dep. Variable: DownloadSpeed R-squared: 0.903
Model: OLS Adj. R-squared: 0.398
Method: Least Squares F-statistic: 1.787
Date: Fri, 10 Dec 2021 Prob (F-statistic): 0.123
Time: 00:32:24 Log-Likelihood: -90.063
No. Observations: 82 AIC: 318.1
Df Residuals: 13 BIC: 484.2
Df Model: 68
Covariance Type: nonrobust
=========================================================================================================
coef std err t P>|t| [0.025 0.975]
---------------------------------------------------------------------------------------------------------
Intercept 1.7487 0.316 5.537 0.000 1.066 2.431
C(StationID)[T.115] -0.1644 0.587 -0.280 0.784 -1.433 1.104
C(StationID)[T.116] 0.0171 0.585 0.029 0.977 -1.247 1.281
C(StationID)[T.117] 0.0308 0.861 0.036 0.972 -1.830 1.892
C(StationID)[T.128] -0.4655 0.672 -0.693 0.501 -1.917 0.986
C(StationID)[T.579] 1.5080 0.706 2.136 0.052 -0.017 3.033
C(StationID)[T.580] 4.5513 1.774 2.565 0.024 0.718 8.384
C(StationID)[T.582] 2.0261 0.620 3.268 0.006 0.687 3.365
C(StationID)[T.583] 1.6542 0.861 1.920 0.077 -0.207 3.515
C(StationID)[T.584] -0.5587 1.774 -0.315 0.758 -4.392 3.274
C(StationID)[T.637] -1.1487 1.774 -0.647 0.529 -4.982 2.684
C(StationID)[T.638] -0.6492 0.861 -0.754 0.465 -2.510 1.212
C(StationID)[110]:C(TripNumber)[T.5] 8.411e-16 2.03e-15 0.415 0.685 -3.54e-15 5.22e-15
C(StationID)[115]:C(TripNumber)[T.5] -4.01e-17 1.28e-16 -0.312 0.760 -3.17e-16 2.37e-16
C(StationID)[116]:C(TripNumber)[T.5] -2.203e-19 5.59e-18 -0.039 0.969 -1.23e-17 1.19e-17
C(StationID)[117]:C(TripNumber)[T.5] -2.092e-16 4.51e-16 -0.464 0.650 -1.18e-15 7.64e-16
C(StationID)[128]:C(TripNumber)[T.5] -2.054e-15 1.63e-15 -1.261 0.230 -5.57e-15 1.47e-15
C(StationID)[579]:C(TripNumber)[T.5] 1.036e-15 1.41e-15 0.735 0.475 -2.01e-15 4.08e-15
C(StationID)[580]:C(TripNumber)[T.5] 0.6600 2.578 0.256 0.802 -4.909 6.229
C(StationID)[582]:C(TripNumber)[T.5] 3.531e-17 4.47e-17 0.790 0.444 -6.13e-17 1.32e-16
C(StationID)[583]:C(TripNumber)[T.5] -3.723e-16 5.73e-16 -0.649 0.527 -1.61e-15 8.66e-16
C(StationID)[584]:C(TripNumber)[T.5] 1.4500 2.578 0.563 0.583 -4.119 7.019
C(StationID)[637]:C(TripNumber)[T.5] 0.9500 2.232 0.426 0.677 -3.872 5.772
C(StationID)[638]:C(TripNumber)[T.5] 2.945e-16 1.16e-15 0.254 0.803 -2.21e-15 2.8e-15
C(StationID)[110]:C(TripNumber)[T.6] -5.032e-15 3.31e-15 -1.518 0.153 -1.22e-14 2.13e-15
C(StationID)[115]:C(TripNumber)[T.6] 1.742e-16 3.51e-16 0.496 0.628 -5.84e-16 9.33e-16
C(StationID)[116]:C(TripNumber)[T.6] 2.217e-18 2.84e-18 0.779 0.450 -3.93e-18 8.36e-18
C(StationID)[117]:C(TripNumber)[T.6] 3.071e-16 9.94e-16 0.309 0.762 -1.84e-15 2.46e-15
C(StationID)[128]:C(TripNumber)[T.6] 1.136e-16 8.73e-17 1.301 0.216 -7.51e-17 3.02e-16
C(StationID)[579]:C(TripNumber)[T.6] -2.578e-15 1.53e-15 -1.688 0.115 -5.88e-15 7.22e-16
C(StationID)[580]:C(TripNumber)[T.6] -3.9200 2.578 -1.521 0.152 -9.489 1.649
C(StationID)[582]:C(TripNumber)[T.6] 2.1919 1.040 2.108 0.055 -0.055 4.438
C(StationID)[583]:C(TripNumber)[T.6] 1.007e-16 1.18e-15 0.085 0.933 -2.45e-15 2.65e-15
C(StationID)[584]:C(TripNumber)[T.6] 2.6600 2.578 1.032 0.321 -2.909 8.229
C(StationID)[637]:C(TripNumber)[T.6] 2.942e-16 2.52e-16 1.169 0.263 -2.49e-16 8.38e-16
C(StationID)[638]:C(TripNumber)[T.6] -0.1896 1.359 -0.140 0.891 -3.125 2.746
C(StationID)[110]:C(TripNumber)[T.7] 1.649e-16 2.32e-16 0.710 0.490 -3.37e-16 6.66e-16
C(StationID)[115]:C(TripNumber)[T.7] -3.446e-18 3.94e-18 -0.876 0.397 -1.19e-17 5.05e-18
C(StationID)[116]:C(TripNumber)[T.7] 7.02e-17 1.18e-16 0.594 0.563 -1.85e-16 3.25e-16
C(StationID)[117]:C(TripNumber)[T.7] -8.276e-15 5.66e-15 -1.462 0.168 -2.05e-14 3.96e-15
C(StationID)[128]:C(TripNumber)[T.7] -2.42e-16 5.87e-16 -0.412 0.687 -1.51e-15 1.03e-15
C(StationID)[579]:C(TripNumber)[T.7] 1.4133 1.568 0.901 0.384 -1.974 4.801
C(StationID)[580]:C(TripNumber)[T.7] 1.4900 2.578 0.578 0.573 -4.079 7.059
C(StationID)[582]:C(TripNumber)[T.7] 0.0385 1.040 0.037 0.971 -2.208 2.285
C(StationID)[583]:C(TripNumber)[T.7] -2.625e-16 2.9e-16 -0.906 0.381 -8.88e-16 3.63e-16
C(StationID)[584]:C(TripNumber)[T.7] 4.0200 2.578 1.560 0.143 -1.549 9.589
C(StationID)[637]:C(TripNumber)[T.7] 3.5000 2.578 1.358 0.198 -2.069 9.069
C(StationID)[638]:C(TripNumber)[T.7] -0.4596 1.359 -0.338 0.741 -3.395 2.476
C(StationID)[110]:C(TripNumber)[T.8] -2.548e-15 1.68e-15 -1.513 0.154 -6.19e-15 1.09e-15
C(StationID)[115]:C(TripNumber)[T.8] -1.72e-18 7.35e-18 -0.234 0.819 -1.76e-17 1.42e-17
C(StationID)[116]:C(TripNumber)[T.8] 3.579e-18 3.62e-17 0.099 0.923 -7.47e-17 8.18e-17
C(StationID)[117]:C(TripNumber)[T.8] 1.457e-17 4.15e-17 0.351 0.731 -7.52e-17 1.04e-16
C(StationID)[128]:C(TripNumber)[T.8] 1.189e-16 1.02e-16 1.169 0.264 -1.01e-16 3.39e-16
C(StationID)[579]:C(TripNumber)[T.8] -1.8967 1.568 -1.210 0.248 -5.284 1.491
C(StationID)[580]:C(TripNumber)[T.8] 3.1800 2.578 1.234 0.239 -2.389 8.749
C(StationID)[582]:C(TripNumber)[T.8] -1.9848 1.598 -1.242 0.236 -5.437 1.467
C(StationID)[583]:C(TripNumber)[T.8] -3.003e-18 2.44e-18 -1.232 0.240 -8.27e-18 2.26e-18
C(StationID)[584]:C(TripNumber)[T.8] 1.0700 2.232 0.479 0.640 -3.752 5.892
C(StationID)[637]:C(TripNumber)[T.8] 3.4000 2.578 1.319 0.210 -2.169 8.969
C(StationID)[638]:C(TripNumber)[T.8] 9.49e-17 3.81e-16 0.249 0.807 -7.29e-16 9.19e-16
C(StationID)[110]:C(TripNumber)[T.9] -4.799e-18 2.03e-17 -0.236 0.817 -4.87e-17 3.91e-17
C(StationID)[115]:C(TripNumber)[T.9] 4.616e-18 4e-18 1.155 0.269 -4.02e-18 1.33e-17
C(StationID)[116]:C(TripNumber)[T.9] 9.732e-16 9.69e-16 1.004 0.334 -1.12e-15 3.07e-15
C(StationID)[117]:C(TripNumber)[T.9] 1.218e-18 1.45e-17 0.084 0.934 -3.01e-17 3.25e-17
C(StationID)[128]:C(TripNumber)[T.9] -1.614e-17 3e-17 -0.538 0.600 -8.09e-17 4.87e-17
C(StationID)[579]:C(TripNumber)[T.9] -1.5517 1.212 -1.281 0.223 -4.169 1.066
C(StationID)[580]:C(TripNumber)[T.9] 1.164e-16 2.37e-16 0.490 0.632 -3.96e-16 6.29e-16
C(StationID)[582]:C(TripNumber)[T.9] 2.4652 1.598 1.543 0.147 -0.987 5.917
C(StationID)[583]:C(TripNumber)[T.9] -2.7729 1.359 -2.041 0.062 -5.709 0.163
C(StationID)[584]:C(TripNumber)[T.9] -0.4167 2.105 -0.198 0.846 -4.963 4.130
C(StationID)[637]:C(TripNumber)[T.9] -1.944e-18 9.39e-18 -0.207 0.839 -2.22e-17 1.83e-17
C(StationID)[638]:C(TripNumber)[T.9] -6.985e-17 1.1e-16 -0.632 0.538 -3.09e-16 1.69e-16
C(StationID)[110]:C(TripNumber)[T.10] 4.607e-18 7.22e-18 0.638 0.534 -1.1e-17 2.02e-17
C(StationID)[115]:C(TripNumber)[T.10] 1.917e-17 2.63e-17 0.728 0.480 -3.77e-17 7.61e-17
C(StationID)[116]:C(TripNumber)[T.10] 8.508e-17 1.5e-16 0.566 0.581 -2.39e-16 4.1e-16
C(StationID)[117]:C(TripNumber)[T.10] 2.021e-19 2.3e-18 0.088 0.931 -4.77e-18 5.17e-18
C(StationID)[128]:C(TripNumber)[T.10] 4.163e-18 1.64e-17 0.254 0.804 -3.13e-17 3.96e-17
C(StationID)[579]:C(TripNumber)[T.10] 3.5433 1.568 2.260 0.042 0.156 6.931
C(StationID)[580]:C(TripNumber)[T.10] 2.9000 2.578 1.125 0.281 -2.669 8.469
C(StationID)[582]:C(TripNumber)[T.10] -0.6848 1.598 -0.429 0.675 -4.137 2.767
C(StationID)[583]:C(TripNumber)[T.10] 4.4271 1.359 3.258 0.006 1.491 7.363
C(StationID)[584]:C(TripNumber)[T.10] 7.1900 2.578 2.789 0.015 1.621 12.759
C(StationID)[637]:C(TripNumber)[T.10] 0 0 nan nan 0 0
C(StationID)[638]:C(TripNumber)[T.10] 0 0 nan nan 0 0
C(StationID)[110]:C(TripNumber)[T.11] 0 0 nan nan 0 0
C(StationID)[115]:C(TripNumber)[T.11] 0.9207 1.257 0.732 0.477 -1.796 3.637
C(StationID)[116]:C(TripNumber)[T.11] 0.3741 1.715 0.218 0.831 -3.330 4.079
C(StationID)[117]:C(TripNumber)[T.11] 0 0 nan nan 0 0
C(StationID)[128]:C(TripNumber)[T.11] 0 0 nan nan 0 0
C(StationID)[579]:C(TripNumber)[T.11] 0 0 nan nan 0 0
C(StationID)[580]:C(TripNumber)[T.11] 0 0 nan nan 0 0
C(StationID)[582]:C(TripNumber)[T.11] 0 0 nan nan 0 0
C(StationID)[583]:C(TripNumber)[T.11] 0 0 nan nan 0 0
C(StationID)[584]:C(TripNumber)[T.11] 0 0 nan nan 0 0
C(StationID)[637]:C(TripNumber)[T.11] 0 0 nan nan 0 0
C(StationID)[638]:C(TripNumber)[T.11] 0 0 nan nan 0 0
C(StationID)[110]:C(TripNumber)[T.12] 1.3213 1.774 0.745 0.470 -2.512 5.154
C(StationID)[115]:C(TripNumber)[T.12] 0.6907 1.257 0.549 0.592 -2.026 3.407
C(StationID)[116]:C(TripNumber)[T.12] 0.5641 1.715 0.329 0.747 -3.140 4.269
C(StationID)[117]:C(TripNumber)[T.12] 0 0 nan nan 0 0
C(StationID)[128]:C(TripNumber)[T.12] 0 0 nan nan 0 0
C(StationID)[579]:C(TripNumber)[T.12] 0 0 nan nan 0 0
C(StationID)[580]:C(TripNumber)[T.12] 0 0 nan nan 0 0
C(StationID)[582]:C(TripNumber)[T.12] 0 0 nan nan 0 0
C(StationID)[583]:C(TripNumber)[T.12] 0 0 nan nan 0 0
C(StationID)[584]:C(TripNumber)[T.12] 0 0 nan nan 0 0
C(StationID)[637]:C(TripNumber)[T.12] 0 0 nan nan 0 0
C(StationID)[638]:C(TripNumber)[T.12] 0 0 nan nan 0 0
C(StationID)[110]:C(TripNumber)[T.13] -0.6787 1.774 -0.383 0.708 -4.512 3.154
C(StationID)[115]:C(TripNumber)[T.13] 0.2657 1.694 0.157 0.878 -3.395 3.926
C(StationID)[116]:C(TripNumber)[T.13] -0.4859 1.270 -0.383 0.708 -3.230 2.258
C(StationID)[117]:C(TripNumber)[T.13] -0.7796 1.359 -0.574 0.576 -3.715 2.156
C(StationID)[128]:C(TripNumber)[T.13] 0 0 nan nan 0 0
C(StationID)[579]:C(TripNumber)[T.13] 0 0 nan nan 0 0
C(StationID)[580]:C(TripNumber)[T.13] 0 0 nan nan 0 0
C(StationID)[582]:C(TripNumber)[T.13] 0 0 nan nan 0 0
C(StationID)[583]:C(TripNumber)[T.13] 0 0 nan nan 0 0
C(StationID)[584]:C(TripNumber)[T.13] 0 0 nan nan 0 0
C(StationID)[637]:C(TripNumber)[T.13] 0 0 nan nan 0 0
C(StationID)[638]:C(TripNumber)[T.13] 0 0 nan nan 0 0
C(StationID)[110]:C(TripNumber)[T.14] 0.6713 1.774 0.378 0.711 -3.162 4.504
C(StationID)[115]:C(TripNumber)[T.14] -0.1543 1.694 -0.091 0.929 -3.815 3.506
C(StationID)[116]:C(TripNumber)[T.14] -0.2759 1.715 -0.161 0.875 -3.980 3.429
C(StationID)[117]:C(TripNumber)[T.14] 0.8104 1.359 0.596 0.561 -2.125 3.746
C(StationID)[128]:C(TripNumber)[T.14] 0 0 nan nan 0 0
C(StationID)[579]:C(TripNumber)[T.14] 0 0 nan nan 0 0
C(StationID)[580]:C(TripNumber)[T.14] 0 0 nan nan 0 0
C(StationID)[582]:C(TripNumber)[T.14] 0 0 nan nan 0 0
C(StationID)[583]:C(TripNumber)[T.14] 0 0 nan nan 0 0
C(StationID)[584]:C(TripNumber)[T.14] 0 0 nan nan 0 0
C(StationID)[637]:C(TripNumber)[T.14] 0 0 nan nan 0 0
C(StationID)[638]:C(TripNumber)[T.14] 0 0 nan nan 0 0
C(StationID)[110]:C(TripNumber)[T.15] 0 0 nan nan 0 0
C(StationID)[115]:C(TripNumber)[T.15] -0.2243 1.694 -0.132 0.897 -3.885 3.436
C(StationID)[116]:C(TripNumber)[T.15] -0.3359 1.715 -0.196 0.848 -4.040 3.369
C(StationID)[117]:C(TripNumber)[T.15] 0 0 nan nan 0 0
C(StationID)[128]:C(TripNumber)[T.15] 0 0 nan nan 0 0
C(StationID)[579]:C(TripNumber)[T.15] 0 0 nan nan 0 0
C(StationID)[580]:C(TripNumber)[T.15] 0 0 nan nan 0 0
C(StationID)[582]:C(TripNumber)[T.15] 0 0 nan nan 0 0
C(StationID)[583]:C(TripNumber)[T.15] 0 0 nan nan 0 0
C(StationID)[584]:C(TripNumber)[T.15] 0 0 nan nan 0 0
C(StationID)[637]:C(TripNumber)[T.15] 0 0 nan nan 0 0
C(StationID)[638]:C(TripNumber)[T.15] 0 0 nan nan 0 0
C(StationID)[110]:C(TripNumber)[T.16] 0 0 nan nan 0 0
C(StationID)[115]:C(TripNumber)[T.16] -0.2843 1.694 -0.168 0.869 -3.945 3.376
C(StationID)[116]:C(TripNumber)[T.16] 0.7641 1.715 0.446 0.663 -2.940 4.469
C(StationID)[117]:C(TripNumber)[T.16] 0 0 nan nan 0 0
C(StationID)[128]:C(TripNumber)[T.16] -0.5332 1.668 -0.320 0.754 -4.136 3.069
C(StationID)[579]:C(TripNumber)[T.16] 0 0 nan nan 0 0
C(StationID)[580]:C(TripNumber)[T.16] 0 0 nan nan 0 0
C(StationID)[582]:C(TripNumber)[T.16] 0 0 nan nan 0 0
C(StationID)[583]:C(TripNumber)[T.16] 0 0 nan nan 0 0
C(StationID)[584]:C(TripNumber)[T.16] 0 0 nan nan 0 0
C(StationID)[637]:C(TripNumber)[T.16] 0 0 nan nan 0 0
C(StationID)[638]:C(TripNumber)[T.16] 0 0 nan nan 0 0
C(StationID)[110]:C(TripNumber)[T.17] -0.7287 1.774 -0.411 0.688 -4.562 3.104
C(StationID)[115]:C(TripNumber)[T.17] 0 0 nan nan 0 0
C(StationID)[116]:C(TripNumber)[T.17] -0.6459 1.715 -0.377 0.713 -4.350 3.059
C(StationID)[117]:C(TripNumber)[T.17] 0 0 nan nan 0 0
C(StationID)[128]:C(TripNumber)[T.17] 0 0 nan nan 0 0
C(StationID)[579]:C(TripNumber)[T.17] 0 0 nan nan 0 0
C(StationID)[580]:C(TripNumber)[T.17] 0 0 nan nan 0 0
C(StationID)[582]:C(TripNumber)[T.17] 0 0 nan nan 0 0
C(StationID)[583]:C(TripNumber)[T.17] 0 0 nan nan 0 0
C(StationID)[584]:C(TripNumber)[T.17] 0 0 nan nan 0 0
C(StationID)[637]:C(TripNumber)[T.17] 0 0 nan nan 0 0
C(StationID)[638]:C(TripNumber)[T.17] 0 0 nan nan 0 0
C(StationID)[110]:C(TripNumber)[T.18] -0.7337 1.274 -0.576 0.575 -3.487 2.019
C(StationID)[115]:C(TripNumber)[T.18] -0.2343 1.694 -0.138 0.892 -3.895 3.426
C(StationID)[116]:C(TripNumber)[T.18] 0.3841 1.715 0.224 0.826 -3.320 4.089
C(StationID)[117]:C(TripNumber)[T.18] 0 0 nan nan 0 0
C(StationID)[128]:C(TripNumber)[T.18] -0.7332 1.668 -0.440 0.667 -4.336 2.869
C(StationID)[579]:C(TripNumber)[T.18] 0 0 nan nan 0 0
C(StationID)[580]:C(TripNumber)[T.18] 0 0 nan nan 0 0
C(StationID)[582]:C(TripNumber)[T.18] 0 0 nan nan 0 0
C(StationID)[583]:C(TripNumber)[T.18] 0 0 nan nan 0 0
C(StationID)[584]:C(TripNumber)[T.18] 0 0 nan nan 0 0
C(StationID)[637]:C(TripNumber)[T.18] 0 0 nan nan 0 0
C(StationID)[638]:C(TripNumber)[T.18] 0 0 nan nan 0 0
C(StationID)[110]:C(TripNumber)[T.19] -0.8287 1.774 -0.467 0.648 -4.662 3.004
C(StationID)[115]:C(TripNumber)[T.19] 0 0 nan nan 0 0
C(StationID)[116]:C(TripNumber)[T.19] 0 0 nan nan 0 0
C(StationID)[117]:C(TripNumber)[T.19] 0 0 nan nan 0 0
C(StationID)[128]:C(TripNumber)[T.19] 0 0 nan nan 0 0
C(StationID)[579]:C(TripNumber)[T.19] 0 0 nan nan 0 0
C(StationID)[580]:C(TripNumber)[T.19] 0 0 nan nan 0 0
C(StationID)[582]:C(TripNumber)[T.19] 0 0 nan nan 0 0
C(StationID)[583]:C(TripNumber)[T.19] 0 0 nan nan 0 0
C(StationID)[584]:C(TripNumber)[T.19] 0 0 nan nan 0 0
C(StationID)[637]:C(TripNumber)[T.19] 0 0 nan nan 0 0
C(StationID)[638]:C(TripNumber)[T.19] 0 0 nan nan 0 0
C(StationID)[110]:C(TripNumber)[T.20] -1.0887 1.774 -0.614 0.550 -4.922 2.744
C(StationID)[115]:C(TripNumber)[T.20] 0 0 nan nan 0 0
C(StationID)[116]:C(TripNumber)[T.20] 0 0 nan nan 0 0
C(StationID)[117]:C(TripNumber)[T.20] 0 0 nan nan 0 0
C(StationID)[128]:C(TripNumber)[T.20] -0.5032 1.668 -0.302 0.768 -4.106 3.099
C(StationID)[579]:C(TripNumber)[T.20] 0 0 nan nan 0 0
C(StationID)[580]:C(TripNumber)[T.20] 0 0 nan nan 0 0
C(StationID)[582]:C(TripNumber)[T.20] 0 0 nan nan 0 0
C(StationID)[583]:C(TripNumber)[T.20] 0 0 nan nan 0 0
C(StationID)[584]:C(TripNumber)[T.20] 0 0 nan nan 0 0
C(StationID)[637]:C(TripNumber)[T.20] 0 0 nan nan 0 0
C(StationID)[638]:C(TripNumber)[T.20] 0 0 nan nan 0 0
C(StationID)[110]:C(TripNumber)[T.21] -0.5687 1.774 -0.321 0.754 -4.402 3.264
C(StationID)[115]:C(TripNumber)[T.21] 0 0 nan nan 0 0
C(StationID)[116]:C(TripNumber)[T.21] 0 0 nan nan 0 0
C(StationID)[117]:C(TripNumber)[T.21] 0 0 nan nan 0 0
C(StationID)[128]:C(TripNumber)[T.21] 2.4668 1.668 1.479 0.163 -1.136 6.069
C(StationID)[579]:C(TripNumber)[T.21] 0 0 nan nan 0 0
C(StationID)[580]:C(TripNumber)[T.21] 0 0 nan nan 0 0
C(StationID)[582]:C(TripNumber)[T.21] 0 0 nan nan 0 0
C(StationID)[583]:C(TripNumber)[T.21] 0 0 nan nan 0 0
C(StationID)[584]:C(TripNumber)[T.21] 0 0 nan nan 0 0
C(StationID)[637]:C(TripNumber)[T.21] 0 0 nan nan 0 0
C(StationID)[638]:C(TripNumber)[T.21] 0 0 nan nan 0 0
C(StationID)[110]:C(TripNumber)[T.22] -0.7287 1.774 -0.411 0.688 -4.562 3.104
C(StationID)[115]:C(TripNumber)[T.22] 0 0 nan nan 0 0
C(StationID)[116]:C(TripNumber)[T.22] 0 0 nan nan 0 0
C(StationID)[117]:C(TripNumber)[T.22] 0 0 nan nan 0 0
C(StationID)[128]:C(TripNumber)[T.22] 0 0 nan nan 0 0
C(StationID)[579]:C(TripNumber)[T.22] 0 0 nan nan 0 0
C(StationID)[580]:C(TripNumber)[T.22] 0 0 nan nan 0 0
C(StationID)[582]:C(TripNumber)[T.22] 0 0 nan nan 0 0
C(StationID)[583]:C(TripNumber)[T.22] 0 0 nan nan 0 0
C(StationID)[584]:C(TripNumber)[T.22] 0 0 nan nan 0 0
C(StationID)[637]:C(TripNumber)[T.22] 0 0 nan nan 0 0
C(StationID)[638]:C(TripNumber)[T.22] 0 0 nan nan 0 0
C(StationID)[110]:C(TripNumber)[T.23] 0.1713 1.774 0.097 0.925 -3.662 4.004
C(StationID)[115]:C(TripNumber)[T.23] 0 0 nan nan 0 0
C(StationID)[116]:C(TripNumber)[T.23] 0 0 nan nan 0 0
C(StationID)[117]:C(TripNumber)[T.23] 0 0 nan nan 0 0
C(StationID)[128]:C(TripNumber)[T.23] -0.2832 1.668 -0.170 0.868 -3.886 3.319
C(StationID)[579]:C(TripNumber)[T.23] 0 0 nan nan 0 0
C(StationID)[580]:C(TripNumber)[T.23] 0 0 nan nan 0 0
C(StationID)[582]:C(TripNumber)[T.23] 0 0 nan nan 0 0
C(StationID)[583]:C(TripNumber)[T.23] 0 0 nan nan 0 0
C(StationID)[584]:C(TripNumber)[T.23] 0 0 nan nan 0 0
C(StationID)[637]:C(TripNumber)[T.23] 0 0 nan nan 0 0
C(StationID)[638]:C(TripNumber)[T.23] 0 0 nan nan 0 0
C(StationID)[110]:C(TripNumber)[T.24] -0.0787 1.774 -0.044 0.965 -3.912 3.754
C(StationID)[115]:C(TripNumber)[T.24] 0 0 nan nan 0 0
C(StationID)[116]:C(TripNumber)[T.24] 0 0 nan nan 0 0
C(StationID)[117]:C(TripNumber)[T.24] 0 0 nan nan 0 0
C(StationID)[128]:C(TripNumber)[T.24] -0.8792 1.668 -0.527 0.607 -4.482 2.723
C(StationID)[579]:C(TripNumber)[T.24] 0 0 nan nan 0 0
C(StationID)[580]:C(TripNumber)[T.24] 0 0 nan nan 0 0
C(StationID)[582]:C(TripNumber)[T.24] 0 0 nan nan 0 0
C(StationID)[583]:C(TripNumber)[T.24] 0 0 nan nan 0 0
C(StationID)[584]:C(TripNumber)[T.24] 0 0 nan nan 0 0
C(StationID)[637]:C(TripNumber)[T.24] 0 0 nan nan 0 0
C(StationID)[638]:C(TripNumber)[T.24] 0 0 nan nan 0 0
C(StationID)[110]:C(TripNumber)[T.25] -0.5787 1.774 -0.326 0.749 -4.412 3.254
C(StationID)[115]:C(TripNumber)[T.25] 0 0 nan nan 0 0
C(StationID)[116]:C(TripNumber)[T.25] 0 0 nan nan 0 0
C(StationID)[117]:C(TripNumber)[T.25] 0 0 nan nan 0 0
C(StationID)[128]:C(TripNumber)[T.25] 0 0 nan nan 0 0
C(StationID)[579]:C(TripNumber)[T.25] 0 0 nan nan 0 0
C(StationID)[580]:C(TripNumber)[T.25] 0 0 nan nan 0 0
C(StationID)[582]:C(TripNumber)[T.25] 0 0 nan nan 0 0
C(StationID)[583]:C(TripNumber)[T.25] 0 0 nan nan 0 0
C(StationID)[584]:C(TripNumber)[T.25] 0 0 nan nan 0 0
C(StationID)[637]:C(TripNumber)[T.25] 0 0 nan nan 0 0
C(StationID)[638]:C(TripNumber)[T.25] 0 0 nan nan 0 0
C(StationID)[110]:C(TripNumber)[T.26] -0.2237 1.774 -0.126 0.902 -4.057 3.609
C(StationID)[115]:C(TripNumber)[T.26] -1.1443 1.694 -0.675 0.511 -4.805 2.516
C(StationID)[116]:C(TripNumber)[T.26] -0.3259 1.715 -0.190 0.852 -4.030 3.379
C(StationID)[117]:C(TripNumber)[T.26] 0 0 nan nan 0 0
C(StationID)[128]:C(TripNumber)[T.26] 0 0 nan nan 0 0
C(StationID)[579]:C(TripNumber)[T.26] 0 0 nan nan 0 0
C(StationID)[580]:C(TripNumber)[T.26] 0 0 nan nan 0 0
C(StationID)[582]:C(TripNumber)[T.26] 0 0 nan nan 0 0
C(StationID)[583]:C(TripNumber)[T.26] 0 0 nan nan 0 0
C(StationID)[584]:C(TripNumber)[T.26] 0 0 nan nan 0 0
C(StationID)[637]:C(TripNumber)[T.26] 0 0 nan nan 0 0
C(StationID)[638]:C(TripNumber)[T.26] 0 0 nan nan 0 0
C(StationID)[110]:C(TripNumber)[T.27] -0.9787 1.774 -0.552 0.591 -4.812 2.854
C(StationID)[115]:C(TripNumber)[T.27] 0 0 nan nan 0 0
C(StationID)[116]:C(TripNumber)[T.27] 0 0 nan nan 0 0
C(StationID)[117]:C(TripNumber)[T.27] 0 0 nan nan 0 0
C(StationID)[128]:C(TripNumber)[T.27] 0 0 nan nan 0 0
C(StationID)[579]:C(TripNumber)[T.27] 0 0 nan nan 0 0
C(StationID)[580]:C(TripNumber)[T.27] 0 0 nan nan 0 0
C(StationID)[582]:C(TripNumber)[T.27] 0 0 nan nan 0 0
C(StationID)[583]:C(TripNumber)[T.27] 0 0 nan nan 0 0
C(StationID)[584]:C(TripNumber)[T.27] 0 0 nan nan 0 0
C(StationID)[637]:C(TripNumber)[T.27] 0 0 nan nan 0 0
C(StationID)[638]:C(TripNumber)[T.27] 0 0 nan nan 0 0
==============================================================================
Omnibus: 40.758 Durbin-Watson: 2.688
Prob(Omnibus): 0.000 Jarque-Bera (JB): 1009.550
Skew: 0.609 Prob(JB): 6.01e-220
Kurtosis: 20.146 Cond. No. 5.45e+17
==============================================================================
Notes:
[1] Standard Errors assume that the covariance matrix of the errors is correctly specified.
[2] The input rank is higher than the number of observations.
[3] The smallest eigenvalue is 3.03e-34. This might indicate that there are
strong multicollinearity problems or that the design matrix is singular.
/root/venv/lib/python3.7/site-packages/statsmodels/base/model.py:1873: ValueWarning: covariance of constraints does not have full rank. The number of constraints is 11, but rank is 0
'rank is %d' % (J, J_), ValueWarning)
/root/venv/lib/python3.7/site-packages/statsmodels/base/model.py:1900: RuntimeWarning: invalid value encountered in true_divide
F /= J
/root/venv/lib/python3.7/site-packages/statsmodels/base/model.py:1873: ValueWarning: covariance of constraints does not have full rank. The number of constraints is 276, but rank is 66
'rank is %d' % (J, J_), ValueWarning)
# Create the data schema
two_way_df = download_speeds[["Location","Trip Number","Station ID","Download Speed (Mbps)"]]
two_way_df.reset_index(inplace=True)
two_way_df.columns = ['index', 'Location', "TripNumber", "StationID", 'DownloadSpeed']
# Print first 5 lines of the data schema
print(two_way_df.head())
index Location TripNumber StationID DownloadSpeed
0 0 BMGR-E 4 580 6.30
1 1 BMGR-E 4 584 1.19
2 2 BMGR-E 4 637 0.60
3 3 BMGR-E 5 580 6.96
4 4 BMGR-E 5 584 2.64
# Ordinary Least Squares (OLS) model
model = ols('DownloadSpeed ~ C(Location) / C(TripNumber) / C(StationID)', data=two_way_df).fit()
print(model.summary())
# ANOVA - Anova table for one or more fitted linear models.
# URL:
# https://www.statsmodels.org/dev/generated/statsmodels.stats.anova.anova_lm.html
anova_table = sm.stats.anova_lm(model, typ=2)
# Main Variable: Site/Location
# Nested Variable: Camera trap ID/StationID & Station ID
# Print results
anova_table
OLS Regression Results
==============================================================================
Dep. Variable: DownloadSpeed R-squared: 0.903
Model: OLS Adj. R-squared: 0.398
Method: Least Squares F-statistic: 1.787
Date: Fri, 10 Dec 2021 Prob (F-statistic): 0.123
Time: 00:34:37 Log-Likelihood: -90.063
No. Observations: 82 AIC: 318.1
Df Residuals: 13 BIC: 484.2
Df Model: 68
Covariance Type: nonrobust
=================================================================================================================================
coef std err t P>|t| [0.025 0.975]
---------------------------------------------------------------------------------------------------------------------------------
Intercept 3.0051 0.363 8.276 0.000 2.221 3.790
C(Location)[T.Point Mugu] -1.4797 0.496 -2.981 0.011 -2.552 -0.407
C(Location)[BMGR-E]:C(TripNumber)[T.5] 0.5337 0.717 0.744 0.470 -1.015 2.082
C(Location)[Point Mugu]:C(TripNumber)[T.5] 1.716e-15 2.1e-15 0.818 0.428 -2.82e-15 6.25e-15
C(Location)[BMGR-E]:C(TripNumber)[T.6] 0.2173 0.675 0.322 0.753 -1.240 1.675
C(Location)[Point Mugu]:C(TripNumber)[T.6] -2.28e-15 7.5e-15 -0.304 0.766 -1.85e-14 1.39e-14
C(Location)[BMGR-E]:C(TripNumber)[T.7] 1.1704 0.629 1.862 0.085 -0.188 2.529
C(Location)[Point Mugu]:C(TripNumber)[T.7] -1.214e-15 8.61e-16 -1.410 0.182 -3.07e-15 6.46e-16
C(Location)[BMGR-E]:C(TripNumber)[T.8] 0.6441 0.661 0.975 0.347 -0.783 2.071
C(Location)[Point Mugu]:C(TripNumber)[T.8] 2.068e-16 3.68e-15 0.056 0.956 -7.75e-15 8.17e-15
C(Location)[BMGR-E]:C(TripNumber)[T.9] -0.5344 0.632 -0.846 0.413 -1.900 0.831
C(Location)[Point Mugu]:C(TripNumber)[T.9] 3.157e-15 5.52e-15 0.572 0.577 -8.77e-15 1.51e-14
C(Location)[BMGR-E]:C(TripNumber)[T.10] 3.3791 0.689 4.905 0.000 1.891 4.867
C(Location)[Point Mugu]:C(TripNumber)[T.10] 5.602e-16 1.3e-15 0.430 0.674 -2.25e-15 3.37e-15
C(Location)[BMGR-E]:C(TripNumber)[T.11] 1.089e-15 1.07e-15 1.013 0.329 -1.23e-15 3.41e-15
C(Location)[Point Mugu]:C(TripNumber)[T.11] 0.5314 0.763 0.696 0.498 -1.117 2.180
C(Location)[BMGR-E]:C(TripNumber)[T.12] -2.295e-15 7.29e-15 -0.315 0.758 -1.8e-14 1.35e-14
C(Location)[Point Mugu]:C(TripNumber)[T.12] 1.5446 1.759 0.878 0.396 -2.255 5.344
C(Location)[BMGR-E]:C(TripNumber)[T.13] 2.651e-16 4.95e-16 0.535 0.601 -8.04e-16 1.33e-15
C(Location)[Point Mugu]:C(TripNumber)[T.13] -0.4554 1.759 -0.259 0.800 -4.255 3.344
C(Location)[BMGR-E]:C(TripNumber)[T.14] 5.463e-16 5.86e-16 0.932 0.368 -7.21e-16 1.81e-15
C(Location)[Point Mugu]:C(TripNumber)[T.14] 0.8946 1.759 0.509 0.620 -2.905 4.694
C(Location)[BMGR-E]:C(TripNumber)[T.15] -6.959e-17 6.15e-16 -0.113 0.912 -1.4e-15 1.26e-15
C(Location)[Point Mugu]:C(TripNumber)[T.15] -0.0869 0.867 -0.100 0.922 -1.961 1.787
C(Location)[BMGR-E]:C(TripNumber)[T.16] 3.365e-16 6.92e-16 0.486 0.635 -1.16e-15 1.83e-15
C(Location)[Point Mugu]:C(TripNumber)[T.16] 0.0010 0.812 0.001 0.999 -1.753 1.755
C(Location)[BMGR-E]:C(TripNumber)[T.17] -1.909e-17 1.47e-16 -0.130 0.899 -3.36e-16 2.98e-16
C(Location)[Point Mugu]:C(TripNumber)[T.17] -0.5054 1.759 -0.287 0.778 -4.305 3.294
C(Location)[BMGR-E]:C(TripNumber)[T.18] 2.153e-15 9.91e-15 0.217 0.831 -1.93e-14 2.36e-14
C(Location)[Point Mugu]:C(TripNumber)[T.18] -0.5104 1.276 -0.400 0.696 -3.267 2.246
C(Location)[BMGR-E]:C(TripNumber)[T.19] 7.538e-16 6.5e-16 1.159 0.267 -6.51e-16 2.16e-15
C(Location)[Point Mugu]:C(TripNumber)[T.19] -0.6054 1.759 -0.344 0.736 -4.405 3.194
C(Location)[BMGR-E]:C(TripNumber)[T.20] -3.082e-16 3.01e-15 -0.103 0.920 -6.8e-15 6.18e-15
C(Location)[Point Mugu]:C(TripNumber)[T.20] -0.8654 1.759 -0.492 0.631 -4.665 2.934
C(Location)[BMGR-E]:C(TripNumber)[T.21] -1.618e-15 4.79e-16 -3.379 0.005 -2.65e-15 -5.83e-16
C(Location)[Point Mugu]:C(TripNumber)[T.21] -0.3454 1.759 -0.196 0.847 -4.145 3.454
C(Location)[BMGR-E]:C(TripNumber)[T.22] 1.968e-16 2.71e-16 0.726 0.481 -3.89e-16 7.82e-16
C(Location)[Point Mugu]:C(TripNumber)[T.22] -0.5054 1.759 -0.287 0.778 -4.305 3.294
C(Location)[BMGR-E]:C(TripNumber)[T.23] -6.296e-18 1.14e-16 -0.055 0.957 -2.52e-16 2.39e-16
C(Location)[Point Mugu]:C(TripNumber)[T.23] 0.3946 1.759 0.224 0.826 -3.405 4.194
C(Location)[BMGR-E]:C(TripNumber)[T.24] 2.029e-17 1e-15 0.020 0.984 -2.15e-15 2.19e-15
C(Location)[Point Mugu]:C(TripNumber)[T.24] 0.1446 1.759 0.082 0.936 -3.655 3.944
C(Location)[BMGR-E]:C(TripNumber)[T.25] -1.628e-15 1.6e-15 -1.015 0.329 -5.1e-15 1.84e-15
C(Location)[Point Mugu]:C(TripNumber)[T.25] -0.3554 1.759 -0.202 0.843 -4.155 3.444
C(Location)[BMGR-E]:C(TripNumber)[T.26] -2.338e-17 2e-16 -0.117 0.909 -4.56e-16 4.09e-16
C(Location)[Point Mugu]:C(TripNumber)[T.26] -0.0004 1.759 -0.000 1.000 -3.800 3.799
C(Location)[BMGR-E]:C(TripNumber)[T.27] 1.241e-16 1.4e-15 0.089 0.931 -2.9e-15 3.15e-15
C(Location)[Point Mugu]:C(TripNumber)[T.27] -0.7554 1.759 -0.429 0.675 -4.555 3.044
C(Location)[BMGR-E]:C(TripNumber)[4]:C(StationID)[T.115] 2.948e-32 1.02e-31 0.289 0.777 -1.91e-31 2.5e-31
C(Location)[Point Mugu]:C(TripNumber)[4]:C(StationID)[T.115] -2.482e-18 2.38e-17 -0.104 0.919 -5.4e-17 4.9e-17
C(Location)[BMGR-E]:C(TripNumber)[5]:C(StationID)[T.115] -3.314e-32 4.12e-32 -0.805 0.435 -1.22e-31 5.58e-32
C(Location)[Point Mugu]:C(TripNumber)[5]:C(StationID)[T.115] -1.131e-16 2.69e-16 -0.421 0.681 -6.93e-16 4.67e-16
C(Location)[BMGR-E]:C(TripNumber)[6]:C(StationID)[T.115] -2.61e-32 2.95e-32 -0.886 0.392 -8.98e-32 3.76e-32
C(Location)[Point Mugu]:C(TripNumber)[6]:C(StationID)[T.115] -3.067e-32 4.99e-32 -0.614 0.550 -1.39e-31 7.72e-32
C(Location)[BMGR-E]:C(TripNumber)[7]:C(StationID)[T.115] -1.052e-32 5.71e-32 -0.184 0.857 -1.34e-31 1.13e-31
C(Location)[Point Mugu]:C(TripNumber)[7]:C(StationID)[T.115] 3.687e-18 5.6e-17 0.066 0.948 -1.17e-16 1.25e-16
C(Location)[BMGR-E]:C(TripNumber)[8]:C(StationID)[T.115] -5.066e-18 2.07e-17 -0.244 0.811 -4.99e-17 3.98e-17
C(Location)[Point Mugu]:C(TripNumber)[8]:C(StationID)[T.115] -4.708e-17 1.16e-16 -0.407 0.690 -2.97e-16 2.03e-16
C(Location)[BMGR-E]:C(TripNumber)[9]:C(StationID)[T.115] 1.127e-16 2.03e-16 0.556 0.588 -3.25e-16 5.51e-16
C(Location)[Point Mugu]:C(TripNumber)[9]:C(StationID)[T.115] 6.853e-18 4.53e-17 0.151 0.882 -9.1e-17 1.05e-16
C(Location)[BMGR-E]:C(TripNumber)[10]:C(StationID)[T.115] -1.992e-18 2.33e-16 -0.009 0.993 -5.05e-16 5.01e-16
C(Location)[Point Mugu]:C(TripNumber)[10]:C(StationID)[T.115] -5.647e-33 1.77e-32 -0.319 0.755 -4.39e-32 3.26e-32
C(Location)[BMGR-E]:C(TripNumber)[11]:C(StationID)[T.115] -3.328e-16 1.01e-15 -0.330 0.747 -2.51e-15 1.85e-15
C(Location)[Point Mugu]:C(TripNumber)[11]:C(StationID)[T.115] 0.4482 1.061 0.423 0.680 -1.844 2.740
C(Location)[BMGR-E]:C(TripNumber)[12]:C(StationID)[T.115] 3.786e-19 1.25e-18 0.303 0.766 -2.32e-18 3.08e-18
C(Location)[Point Mugu]:C(TripNumber)[12]:C(StationID)[T.115] -0.7950 2.232 -0.356 0.727 -5.617 4.027
C(Location)[BMGR-E]:C(TripNumber)[13]:C(StationID)[T.115] 2.83e-34 1.1e-33 0.257 0.801 -2.09e-33 2.66e-33
C(Location)[Point Mugu]:C(TripNumber)[13]:C(StationID)[T.115] 0.7800 2.578 0.303 0.767 -4.789 6.349
C(Location)[BMGR-E]:C(TripNumber)[14]:C(StationID)[T.115] 1.509e-17 9.49e-17 0.159 0.876 -1.9e-16 2.2e-16
C(Location)[Point Mugu]:C(TripNumber)[14]:C(StationID)[T.115] -0.9900 2.578 -0.384 0.707 -6.559 4.579
C(Location)[BMGR-E]:C(TripNumber)[15]:C(StationID)[T.115] 3.408e-16 3.41e-16 0.998 0.336 -3.97e-16 1.08e-15
C(Location)[Point Mugu]:C(TripNumber)[15]:C(StationID)[T.115] -0.0785 1.360 -0.058 0.955 -3.016 2.859
C(Location)[BMGR-E]:C(TripNumber)[16]:C(StationID)[T.115] -4.159e-18 1.89e-17 -0.220 0.829 -4.49e-17 3.66e-17
C(Location)[Point Mugu]:C(TripNumber)[16]:C(StationID)[T.115] -0.2263 1.513 -0.150 0.883 -3.494 3.041
C(Location)[BMGR-E]:C(TripNumber)[17]:C(StationID)[T.115] 3.708e-34 9.6e-34 0.386 0.706 -1.7e-33 2.45e-33
C(Location)[Point Mugu]:C(TripNumber)[17]:C(StationID)[T.115] 5.797e-17 1.67e-16 0.346 0.735 -3.03e-16 4.19e-16
C(Location)[BMGR-E]:C(TripNumber)[18]:C(StationID)[T.115] -1.57e-18 6.58e-18 -0.238 0.815 -1.58e-17 1.27e-17
C(Location)[Point Mugu]:C(TripNumber)[18]:C(StationID)[T.115] 0.3350 2.232 0.150 0.883 -4.487 5.157
C(Location)[BMGR-E]:C(TripNumber)[19]:C(StationID)[T.115] -4.359e-17 9.12e-17 -0.478 0.641 -2.41e-16 1.53e-16
C(Location)[Point Mugu]:C(TripNumber)[19]:C(StationID)[T.115] -1.621e-17 8.24e-17 -0.197 0.847 -1.94e-16 1.62e-16
C(Location)[BMGR-E]:C(TripNumber)[20]:C(StationID)[T.115] -3.623e-19 8.44e-19 -0.429 0.675 -2.18e-18 1.46e-18
C(Location)[Point Mugu]:C(TripNumber)[20]:C(StationID)[T.115] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[21]:C(StationID)[T.115] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[21]:C(StationID)[T.115] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[22]:C(StationID)[T.115] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[22]:C(StationID)[T.115] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[23]:C(StationID)[T.115] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[23]:C(StationID)[T.115] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[24]:C(StationID)[T.115] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[24]:C(StationID)[T.115] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[25]:C(StationID)[T.115] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[25]:C(StationID)[T.115] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[26]:C(StationID)[T.115] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[26]:C(StationID)[T.115] -1.0850 2.578 -0.421 0.681 -6.654 4.484
C(Location)[BMGR-E]:C(TripNumber)[27]:C(StationID)[T.115] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[27]:C(StationID)[T.115] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[4]:C(StationID)[T.116] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[4]:C(StationID)[T.116] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[5]:C(StationID)[T.116] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[5]:C(StationID)[T.116] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[6]:C(StationID)[T.116] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[6]:C(StationID)[T.116] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[7]:C(StationID)[T.116] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[7]:C(StationID)[T.116] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[8]:C(StationID)[T.116] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[8]:C(StationID)[T.116] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[9]:C(StationID)[T.116] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[9]:C(StationID)[T.116] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[10]:C(StationID)[T.116] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[10]:C(StationID)[T.116] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[11]:C(StationID)[T.116] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[11]:C(StationID)[T.116] 0.0832 1.287 0.065 0.949 -2.698 2.864
C(Location)[BMGR-E]:C(TripNumber)[12]:C(StationID)[T.116] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[12]:C(StationID)[T.116] -0.7400 2.578 -0.287 0.779 -6.309 4.829
C(Location)[BMGR-E]:C(TripNumber)[13]:C(StationID)[T.116] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[13]:C(StationID)[T.116] 0.2100 2.232 0.094 0.926 -4.612 5.032
C(Location)[BMGR-E]:C(TripNumber)[14]:C(StationID)[T.116] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[14]:C(StationID)[T.116] -0.9300 2.578 -0.361 0.724 -6.499 4.639
C(Location)[BMGR-E]:C(TripNumber)[15]:C(StationID)[T.116] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[15]:C(StationID)[T.116] -0.0085 1.360 -0.006 0.995 -2.946 2.929
C(Location)[BMGR-E]:C(TripNumber)[16]:C(StationID)[T.116] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[16]:C(StationID)[T.116] 1.0037 1.513 0.664 0.519 -2.264 4.271
C(Location)[BMGR-E]:C(TripNumber)[17]:C(StationID)[T.116] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[17]:C(StationID)[T.116] 0.1000 2.578 0.039 0.970 -5.469 5.669
C(Location)[BMGR-E]:C(TripNumber)[18]:C(StationID)[T.116] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[18]:C(StationID)[T.116] 1.1350 2.232 0.508 0.620 -3.687 5.957
C(Location)[BMGR-E]:C(TripNumber)[19]:C(StationID)[T.116] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[19]:C(StationID)[T.116] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[20]:C(StationID)[T.116] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[20]:C(StationID)[T.116] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[21]:C(StationID)[T.116] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[21]:C(StationID)[T.116] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[22]:C(StationID)[T.116] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[22]:C(StationID)[T.116] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[23]:C(StationID)[T.116] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[23]:C(StationID)[T.116] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[24]:C(StationID)[T.116] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[24]:C(StationID)[T.116] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[25]:C(StationID)[T.116] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[25]:C(StationID)[T.116] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[26]:C(StationID)[T.116] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[26]:C(StationID)[T.116] -0.0850 2.578 -0.033 0.974 -5.654 5.484
C(Location)[BMGR-E]:C(TripNumber)[27]:C(StationID)[T.116] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[27]:C(StationID)[T.116] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[4]:C(StationID)[T.117] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[4]:C(StationID)[T.117] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[5]:C(StationID)[T.117] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[5]:C(StationID)[T.117] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[6]:C(StationID)[T.117] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[6]:C(StationID)[T.117] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[7]:C(StationID)[T.117] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[7]:C(StationID)[T.117] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[8]:C(StationID)[T.117] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[8]:C(StationID)[T.117] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[9]:C(StationID)[T.117] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[9]:C(StationID)[T.117] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[10]:C(StationID)[T.117] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[10]:C(StationID)[T.117] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[11]:C(StationID)[T.117] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[11]:C(StationID)[T.117] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[12]:C(StationID)[T.117] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[12]:C(StationID)[T.117] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[13]:C(StationID)[T.117] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[13]:C(StationID)[T.117] -0.0700 2.578 -0.027 0.979 -5.639 5.499
C(Location)[BMGR-E]:C(TripNumber)[14]:C(StationID)[T.117] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[14]:C(StationID)[T.117] 0.1700 2.578 0.066 0.948 -5.399 5.739
C(Location)[BMGR-E]:C(TripNumber)[15]:C(StationID)[T.117] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[15]:C(StationID)[T.117] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[16]:C(StationID)[T.117] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[16]:C(StationID)[T.117] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[17]:C(StationID)[T.117] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[17]:C(StationID)[T.117] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[18]:C(StationID)[T.117] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[18]:C(StationID)[T.117] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[19]:C(StationID)[T.117] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[19]:C(StationID)[T.117] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[20]:C(StationID)[T.117] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[20]:C(StationID)[T.117] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[21]:C(StationID)[T.117] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[21]:C(StationID)[T.117] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[22]:C(StationID)[T.117] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[22]:C(StationID)[T.117] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[23]:C(StationID)[T.117] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[23]:C(StationID)[T.117] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[24]:C(StationID)[T.117] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[24]:C(StationID)[T.117] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[25]:C(StationID)[T.117] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[25]:C(StationID)[T.117] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[26]:C(StationID)[T.117] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[26]:C(StationID)[T.117] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[27]:C(StationID)[T.117] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[27]:C(StationID)[T.117] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[4]:C(StationID)[T.128] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[4]:C(StationID)[T.128] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[5]:C(StationID)[T.128] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[5]:C(StationID)[T.128] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[6]:C(StationID)[T.128] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[6]:C(StationID)[T.128] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[7]:C(StationID)[T.128] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[7]:C(StationID)[T.128] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[8]:C(StationID)[T.128] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[8]:C(StationID)[T.128] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[9]:C(StationID)[T.128] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[9]:C(StationID)[T.128] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[10]:C(StationID)[T.128] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[10]:C(StationID)[T.128] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[11]:C(StationID)[T.128] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[11]:C(StationID)[T.128] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[12]:C(StationID)[T.128] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[12]:C(StationID)[T.128] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[13]:C(StationID)[T.128] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[13]:C(StationID)[T.128] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[14]:C(StationID)[T.128] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[14]:C(StationID)[T.128] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[15]:C(StationID)[T.128] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[15]:C(StationID)[T.128] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[16]:C(StationID)[T.128] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[16]:C(StationID)[T.128] -0.7763 1.513 -0.513 0.616 -4.044 2.491
C(Location)[BMGR-E]:C(TripNumber)[17]:C(StationID)[T.128] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[17]:C(StationID)[T.128] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[18]:C(StationID)[T.128] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[18]:C(StationID)[T.128] -0.4650 2.232 -0.208 0.838 -5.287 4.357
C(Location)[BMGR-E]:C(TripNumber)[19]:C(StationID)[T.128] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[19]:C(StationID)[T.128] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[20]:C(StationID)[T.128] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[20]:C(StationID)[T.128] 0.1200 2.578 0.047 0.964 -5.449 5.689
C(Location)[BMGR-E]:C(TripNumber)[21]:C(StationID)[T.128] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[21]:C(StationID)[T.128] 2.5700 2.578 0.997 0.337 -2.999 8.139
C(Location)[BMGR-E]:C(TripNumber)[22]:C(StationID)[T.128] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[22]:C(StationID)[T.128] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[23]:C(StationID)[T.128] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[23]:C(StationID)[T.128] -0.9200 2.578 -0.357 0.727 -6.489 4.649
C(Location)[BMGR-E]:C(TripNumber)[24]:C(StationID)[T.128] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[24]:C(StationID)[T.128] -1.2660 2.578 -0.491 0.632 -6.835 4.303
C(Location)[BMGR-E]:C(TripNumber)[25]:C(StationID)[T.128] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[25]:C(StationID)[T.128] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[26]:C(StationID)[T.128] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[26]:C(StationID)[T.128] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[27]:C(StationID)[T.128] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[27]:C(StationID)[T.128] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[4]:C(StationID)[T.579] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[4]:C(StationID)[T.579] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[5]:C(StationID)[T.579] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[5]:C(StationID)[T.579] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[6]:C(StationID)[T.579] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[6]:C(StationID)[T.579] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[7]:C(StationID)[T.579] 0.4945 1.653 0.299 0.770 -3.077 4.067
C(Location)[Point Mugu]:C(TripNumber)[7]:C(StationID)[T.579] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[8]:C(StationID)[T.579] -2.2892 1.621 -1.412 0.181 -5.792 1.214
C(Location)[Point Mugu]:C(TripNumber)[8]:C(StationID)[T.579] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[9]:C(StationID)[T.579] -0.7657 1.175 -0.652 0.526 -3.304 1.772
C(Location)[Point Mugu]:C(TripNumber)[9]:C(StationID)[T.579] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[10]:C(StationID)[T.579] 0.4158 1.636 0.254 0.803 -3.119 3.950
C(Location)[Point Mugu]:C(TripNumber)[10]:C(StationID)[T.579] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[11]:C(StationID)[T.579] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[11]:C(StationID)[T.579] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[12]:C(StationID)[T.579] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[12]:C(StationID)[T.579] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[13]:C(StationID)[T.579] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[13]:C(StationID)[T.579] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[14]:C(StationID)[T.579] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[14]:C(StationID)[T.579] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[15]:C(StationID)[T.579] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[15]:C(StationID)[T.579] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[16]:C(StationID)[T.579] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[16]:C(StationID)[T.579] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[17]:C(StationID)[T.579] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[17]:C(StationID)[T.579] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[18]:C(StationID)[T.579] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[18]:C(StationID)[T.579] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[19]:C(StationID)[T.579] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[19]:C(StationID)[T.579] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[20]:C(StationID)[T.579] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[20]:C(StationID)[T.579] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[21]:C(StationID)[T.579] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[21]:C(StationID)[T.579] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[22]:C(StationID)[T.579] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[22]:C(StationID)[T.579] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[23]:C(StationID)[T.579] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[23]:C(StationID)[T.579] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[24]:C(StationID)[T.579] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[24]:C(StationID)[T.579] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[25]:C(StationID)[T.579] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[25]:C(StationID)[T.579] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[26]:C(StationID)[T.579] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[26]:C(StationID)[T.579] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[27]:C(StationID)[T.579] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[27]:C(StationID)[T.579] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[4]:C(StationID)[T.580] 3.2949 1.666 1.977 0.070 -0.305 6.895
C(Location)[Point Mugu]:C(TripNumber)[4]:C(StationID)[T.580] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[5]:C(StationID)[T.580] 3.4212 1.474 2.321 0.037 0.237 6.605
C(Location)[Point Mugu]:C(TripNumber)[5]:C(StationID)[T.580] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[6]:C(StationID)[T.580] -0.8424 1.560 -0.540 0.598 -4.212 2.527
C(Location)[Point Mugu]:C(TripNumber)[6]:C(StationID)[T.580] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[7]:C(StationID)[T.580] 3.6145 1.653 2.186 0.048 0.043 7.187
C(Location)[Point Mugu]:C(TripNumber)[7]:C(StationID)[T.580] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[8]:C(StationID)[T.580] 5.8308 1.621 3.596 0.003 2.328 9.334
C(Location)[Point Mugu]:C(TripNumber)[8]:C(StationID)[T.580] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[9]:C(StationID)[T.580] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[9]:C(StationID)[T.580] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[10]:C(StationID)[T.580] 2.8158 1.636 1.721 0.109 -0.719 6.350
C(Location)[Point Mugu]:C(TripNumber)[10]:C(StationID)[T.580] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[11]:C(StationID)[T.580] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[11]:C(StationID)[T.580] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[12]:C(StationID)[T.580] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[12]:C(StationID)[T.580] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[13]:C(StationID)[T.580] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[13]:C(StationID)[T.580] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[14]:C(StationID)[T.580] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[14]:C(StationID)[T.580] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[15]:C(StationID)[T.580] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[15]:C(StationID)[T.580] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[16]:C(StationID)[T.580] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[16]:C(StationID)[T.580] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[17]:C(StationID)[T.580] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[17]:C(StationID)[T.580] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[18]:C(StationID)[T.580] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[18]:C(StationID)[T.580] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[19]:C(StationID)[T.580] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[19]:C(StationID)[T.580] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[20]:C(StationID)[T.580] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[20]:C(StationID)[T.580] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[21]:C(StationID)[T.580] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[21]:C(StationID)[T.580] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[22]:C(StationID)[T.580] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[22]:C(StationID)[T.580] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[23]:C(StationID)[T.580] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[23]:C(StationID)[T.580] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[24]:C(StationID)[T.580] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[24]:C(StationID)[T.580] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[25]:C(StationID)[T.580] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[25]:C(StationID)[T.580] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[26]:C(StationID)[T.580] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[26]:C(StationID)[T.580] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[27]:C(StationID)[T.580] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[27]:C(StationID)[T.580] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[4]:C(StationID)[T.582] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[4]:C(StationID)[T.582] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[5]:C(StationID)[T.582] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[5]:C(StationID)[T.582] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[6]:C(StationID)[T.582] 2.7443 1.059 2.591 0.022 0.456 5.032
C(Location)[Point Mugu]:C(TripNumber)[6]:C(StationID)[T.582] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[7]:C(StationID)[T.582] -0.3622 1.078 -0.336 0.742 -2.690 1.966
C(Location)[Point Mugu]:C(TripNumber)[7]:C(StationID)[T.582] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[8]:C(StationID)[T.582] -1.8592 1.621 -1.147 0.272 -5.362 1.644
C(Location)[Point Mugu]:C(TripNumber)[8]:C(StationID)[T.582] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[9]:C(StationID)[T.582] 3.7693 1.537 2.452 0.029 0.448 7.090
C(Location)[Point Mugu]:C(TripNumber)[9]:C(StationID)[T.582] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[10]:C(StationID)[T.582] -3.2942 1.636 -2.014 0.065 -6.829 0.240
C(Location)[Point Mugu]:C(TripNumber)[10]:C(StationID)[T.582] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[11]:C(StationID)[T.582] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[11]:C(StationID)[T.582] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[12]:C(StationID)[T.582] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[12]:C(StationID)[T.582] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[13]:C(StationID)[T.582] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[13]:C(StationID)[T.582] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[14]:C(StationID)[T.582] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[14]:C(StationID)[T.582] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[15]:C(StationID)[T.582] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[15]:C(StationID)[T.582] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[16]:C(StationID)[T.582] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[16]:C(StationID)[T.582] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[17]:C(StationID)[T.582] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[17]:C(StationID)[T.582] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[18]:C(StationID)[T.582] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[18]:C(StationID)[T.582] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[19]:C(StationID)[T.582] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[19]:C(StationID)[T.582] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[20]:C(StationID)[T.582] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[20]:C(StationID)[T.582] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[21]:C(StationID)[T.582] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[21]:C(StationID)[T.582] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[22]:C(StationID)[T.582] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[22]:C(StationID)[T.582] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[23]:C(StationID)[T.582] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[23]:C(StationID)[T.582] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[24]:C(StationID)[T.582] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[24]:C(StationID)[T.582] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[25]:C(StationID)[T.582] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[25]:C(StationID)[T.582] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[26]:C(StationID)[T.582] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[26]:C(StationID)[T.582] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[27]:C(StationID)[T.582] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[27]:C(StationID)[T.582] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[4]:C(StationID)[T.583] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[4]:C(StationID)[T.583] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[5]:C(StationID)[T.583] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[5]:C(StationID)[T.583] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[6]:C(StationID)[T.583] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[6]:C(StationID)[T.583] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[7]:C(StationID)[T.583] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[7]:C(StationID)[T.583] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[8]:C(StationID)[T.583] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[8]:C(StationID)[T.583] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[9]:C(StationID)[T.583] -1.8407 1.537 -1.197 0.253 -5.162 1.480
C(Location)[Point Mugu]:C(TripNumber)[9]:C(StationID)[T.583] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[10]:C(StationID)[T.583] 1.4458 1.636 0.884 0.393 -2.089 4.980
C(Location)[Point Mugu]:C(TripNumber)[10]:C(StationID)[T.583] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[11]:C(StationID)[T.583] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[11]:C(StationID)[T.583] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[12]:C(StationID)[T.583] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[12]:C(StationID)[T.583] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[13]:C(StationID)[T.583] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[13]:C(StationID)[T.583] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[14]:C(StationID)[T.583] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[14]:C(StationID)[T.583] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[15]:C(StationID)[T.583] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[15]:C(StationID)[T.583] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[16]:C(StationID)[T.583] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[16]:C(StationID)[T.583] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[17]:C(StationID)[T.583] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[17]:C(StationID)[T.583] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[18]:C(StationID)[T.583] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[18]:C(StationID)[T.583] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[19]:C(StationID)[T.583] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[19]:C(StationID)[T.583] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[20]:C(StationID)[T.583] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[20]:C(StationID)[T.583] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[21]:C(StationID)[T.583] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[21]:C(StationID)[T.583] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[22]:C(StationID)[T.583] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[22]:C(StationID)[T.583] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[23]:C(StationID)[T.583] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[23]:C(StationID)[T.583] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[24]:C(StationID)[T.583] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[24]:C(StationID)[T.583] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[25]:C(StationID)[T.583] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[25]:C(StationID)[T.583] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[26]:C(StationID)[T.583] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[26]:C(StationID)[T.583] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[27]:C(StationID)[T.583] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[27]:C(StationID)[T.583] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[4]:C(StationID)[T.584] -1.8151 1.666 -1.089 0.296 -5.415 1.785
C(Location)[Point Mugu]:C(TripNumber)[4]:C(StationID)[T.584] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[5]:C(StationID)[T.584] -0.8988 1.474 -0.610 0.553 -4.083 2.285
C(Location)[Point Mugu]:C(TripNumber)[5]:C(StationID)[T.584] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[6]:C(StationID)[T.584] 0.6276 1.560 0.402 0.694 -2.742 3.997
C(Location)[Point Mugu]:C(TripNumber)[6]:C(StationID)[T.584] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[7]:C(StationID)[T.584] 1.0345 1.653 0.626 0.542 -2.537 4.607
C(Location)[Point Mugu]:C(TripNumber)[7]:C(StationID)[T.584] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[8]:C(StationID)[T.584] -1.3892 1.237 -1.123 0.282 -4.062 1.284
C(Location)[Point Mugu]:C(TripNumber)[8]:C(StationID)[T.584] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[9]:C(StationID)[T.584] -1.6974 1.026 -1.655 0.122 -3.914 0.519
C(Location)[Point Mugu]:C(TripNumber)[9]:C(StationID)[T.584] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[10]:C(StationID)[T.584] 1.9958 1.636 1.220 0.244 -1.539 5.530
C(Location)[Point Mugu]:C(TripNumber)[10]:C(StationID)[T.584] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[11]:C(StationID)[T.584] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[11]:C(StationID)[T.584] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[12]:C(StationID)[T.584] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[12]:C(StationID)[T.584] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[13]:C(StationID)[T.584] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[13]:C(StationID)[T.584] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[14]:C(StationID)[T.584] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[14]:C(StationID)[T.584] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[15]:C(StationID)[T.584] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[15]:C(StationID)[T.584] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[16]:C(StationID)[T.584] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[16]:C(StationID)[T.584] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[17]:C(StationID)[T.584] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[17]:C(StationID)[T.584] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[18]:C(StationID)[T.584] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[18]:C(StationID)[T.584] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[19]:C(StationID)[T.584] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[19]:C(StationID)[T.584] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[20]:C(StationID)[T.584] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[20]:C(StationID)[T.584] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[21]:C(StationID)[T.584] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[21]:C(StationID)[T.584] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[22]:C(StationID)[T.584] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[22]:C(StationID)[T.584] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[23]:C(StationID)[T.584] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[23]:C(StationID)[T.584] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[24]:C(StationID)[T.584] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[24]:C(StationID)[T.584] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[25]:C(StationID)[T.584] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[25]:C(StationID)[T.584] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[26]:C(StationID)[T.584] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[26]:C(StationID)[T.584] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[27]:C(StationID)[T.584] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[27]:C(StationID)[T.584] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[4]:C(StationID)[T.637] -2.4051 1.666 -1.443 0.173 -6.005 1.195
C(Location)[Point Mugu]:C(TripNumber)[4]:C(StationID)[T.637] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[5]:C(StationID)[T.637] -1.9888 1.168 -1.703 0.112 -4.511 0.533
C(Location)[Point Mugu]:C(TripNumber)[5]:C(StationID)[T.637] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[6]:C(StationID)[T.637] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[6]:C(StationID)[T.637] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[7]:C(StationID)[T.637] -0.0755 1.653 -0.046 0.964 -3.647 3.497
C(Location)[Point Mugu]:C(TripNumber)[7]:C(StationID)[T.637] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[8]:C(StationID)[T.637] 0.3508 1.621 0.216 0.832 -3.152 3.854
C(Location)[Point Mugu]:C(TripNumber)[8]:C(StationID)[T.637] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[9]:C(StationID)[T.637] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[9]:C(StationID)[T.637] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[10]:C(StationID)[T.637] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[10]:C(StationID)[T.637] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[11]:C(StationID)[T.637] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[11]:C(StationID)[T.637] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[12]:C(StationID)[T.637] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[12]:C(StationID)[T.637] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[13]:C(StationID)[T.637] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[13]:C(StationID)[T.637] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[14]:C(StationID)[T.637] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[14]:C(StationID)[T.637] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[15]:C(StationID)[T.637] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[15]:C(StationID)[T.637] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[16]:C(StationID)[T.637] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[16]:C(StationID)[T.637] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[17]:C(StationID)[T.637] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[17]:C(StationID)[T.637] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[18]:C(StationID)[T.637] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[18]:C(StationID)[T.637] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[19]:C(StationID)[T.637] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[19]:C(StationID)[T.637] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[20]:C(StationID)[T.637] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[20]:C(StationID)[T.637] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[21]:C(StationID)[T.637] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[21]:C(StationID)[T.637] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[22]:C(StationID)[T.637] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[22]:C(StationID)[T.637] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[23]:C(StationID)[T.637] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[23]:C(StationID)[T.637] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[24]:C(StationID)[T.637] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[24]:C(StationID)[T.637] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[25]:C(StationID)[T.637] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[25]:C(StationID)[T.637] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[26]:C(StationID)[T.637] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[26]:C(StationID)[T.637] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[27]:C(StationID)[T.637] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[27]:C(StationID)[T.637] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[4]:C(StationID)[T.638] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[4]:C(StationID)[T.638] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[5]:C(StationID)[T.638] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[5]:C(StationID)[T.638] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[6]:C(StationID)[T.638] -2.3124 1.560 -1.483 0.162 -5.682 1.057
C(Location)[Point Mugu]:C(TripNumber)[6]:C(StationID)[T.638] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[7]:C(StationID)[T.638] -3.5355 1.653 -2.138 0.052 -7.107 0.037
C(Location)[Point Mugu]:C(TripNumber)[7]:C(StationID)[T.638] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[8]:C(StationID)[T.638] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[8]:C(StationID)[T.638] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[9]:C(StationID)[T.638] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[9]:C(StationID)[T.638] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[10]:C(StationID)[T.638] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[10]:C(StationID)[T.638] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[11]:C(StationID)[T.638] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[11]:C(StationID)[T.638] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[12]:C(StationID)[T.638] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[12]:C(StationID)[T.638] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[13]:C(StationID)[T.638] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[13]:C(StationID)[T.638] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[14]:C(StationID)[T.638] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[14]:C(StationID)[T.638] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[15]:C(StationID)[T.638] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[15]:C(StationID)[T.638] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[16]:C(StationID)[T.638] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[16]:C(StationID)[T.638] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[17]:C(StationID)[T.638] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[17]:C(StationID)[T.638] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[18]:C(StationID)[T.638] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[18]:C(StationID)[T.638] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[19]:C(StationID)[T.638] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[19]:C(StationID)[T.638] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[20]:C(StationID)[T.638] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[20]:C(StationID)[T.638] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[21]:C(StationID)[T.638] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[21]:C(StationID)[T.638] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[22]:C(StationID)[T.638] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[22]:C(StationID)[T.638] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[23]:C(StationID)[T.638] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[23]:C(StationID)[T.638] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[24]:C(StationID)[T.638] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[24]:C(StationID)[T.638] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[25]:C(StationID)[T.638] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[25]:C(StationID)[T.638] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[26]:C(StationID)[T.638] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[26]:C(StationID)[T.638] 0 0 nan nan 0 0
C(Location)[BMGR-E]:C(TripNumber)[27]:C(StationID)[T.638] 0 0 nan nan 0 0
C(Location)[Point Mugu]:C(TripNumber)[27]:C(StationID)[T.638] 0 0 nan nan 0 0
==============================================================================
Omnibus: 40.758 Durbin-Watson: 2.688
Prob(Omnibus): 0.000 Jarque-Bera (JB): 1009.550
Skew: 0.609 Prob(JB): 6.01e-220
Kurtosis: 20.146 Cond. No. 9.90e+17
==============================================================================
Notes:
[1] Standard Errors assume that the covariance matrix of the errors is correctly specified.
[2] The input rank is higher than the number of observations.
[3] The smallest eigenvalue is 1.17e-34. This might indicate that there are
strong multicollinearity problems or that the design matrix is singular.
/root/venv/lib/python3.7/site-packages/statsmodels/base/model.py:1873: ValueWarning: covariance of constraints does not have full rank. The number of constraints is 1, but rank is 0
'rank is %d' % (J, J_), ValueWarning)
/root/venv/lib/python3.7/site-packages/statsmodels/base/model.py:1900: RuntimeWarning: invalid value encountered in true_divide
F /= J
/root/venv/lib/python3.7/site-packages/statsmodels/base/model.py:1873: ValueWarning: covariance of constraints does not have full rank. The number of constraints is 46, but rank is 2
'rank is %d' % (J, J_), ValueWarning)
/root/venv/lib/python3.7/site-packages/statsmodels/base/model.py:1873: ValueWarning: covariance of constraints does not have full rank. The number of constraints is 528, but rank is 55
'rank is %d' % (J, J_), ValueWarning)