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Repository: albahnsen/ML_RiskManagement
Branch: master
Commit: eefb638f47db
Files: 27
Total size: 18.4 MB
Directory structure:
gitextract_bdpn04el/
├── .gitignore
├── LICENSE
├── README.md
├── datasets/
│ ├── churn.csv
│ └── model_deployment/
│ └── 07_phishing_clf.pkl
├── exercises/
│ ├── 02-Python&Numpy&Pandas.ipynb
│ ├── 03-IncomePrediction.ipynb
│ ├── 04-CreditScoring.ipynb
│ ├── 05-creditscoring_cross_validation.ipynb
│ ├── 06-fraud_detection_sampling.ipynb
│ ├── 07-fraud_detection_DT.ipynb
│ ├── 08-fraud_ensemble_bagging.ipynb
│ └── 10_CS_Churn.ipynb
└── notebooks/
├── 01-IntroMachineLearning.ipynb
├── 02-IntroPython_Numpy_Scypy_Pandas.ipynb
├── 03-linear_regression.ipynb
├── 04-logistic_regression.ipynb
├── 05-data_preparation_evaluation.ipynb
├── 06_Unbalanced_Datasets.ipynb
├── 07_decision_trees.ipynb
├── 08_EnsembleMethods_Bagging.ipynb
├── 09_StatisticalInference.ipynb
├── 10_CostSensitiveClassification.ipynb
├── 11_Model_Deployment.ipynb
├── m07_model_deployment.py
├── tree_titanic.dot
└── tree_vehicles.dot
================================================
FILE CONTENTS
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FILE: .gitignore
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.directory
*checkpoint.ipynb
temp_*
*.pyc
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FILE: LICENSE
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The MIT License (MIT)
Copyright (c) 2016 Alejandro Correa Bahnsen
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.
================================================
FILE: README.md
================================================
## Short Course
# Applied Machine Learning for Risk Management
The use of statistical models in computer algorithms allows computers to make decisions and predictions, and to perform tasks that traditionally require human cognitive abilities. Machine learning is the interdisciplinary field at the intersection of statistics and computer science which develops such statistical models and interweaves them with computer algorithms. It underpins many modern technologies, such as speech recognition, Internet search, bioinformatics and computer vision—Amazon’s recommender system, Google’s driverless car and the most recent imaging systems for cancer diagnosis are all based on Machine Learning technology.
This course on Machine Learning will explain how to build systems that learn and adapt using real-world applications. Some of the topics to be covered include linear regression, logistic regression, deep neural networks, clustering, and so forth. The course will be project-oriented, with emphasis placed on writing software implementations of learning algorithms applied to real-world problems, in particular, Credit Risk, Collections Management and Fraud Detection.
*Instructors:*
*Dr. Alejandro Correa Bahnsen*
- email: <al.bahnsen@gmail.com>
- twitter: [@albahnsen](https://twitter.com/albahnsen)
- github: [albahnsen](http://github.com/albahnsen)
*Iván Torroledo*
- email: <ivan.torroledo@gmail.com>
- github: [torroledo](http://github.com/torroledo)
## Requiriments
* [Python](http://www.python.org) version 3.5;
* [Numpy](http://www.numpy.org), the core numerical extensions for linear algebra and multidimensional arrays;
* [Scipy](http://www.scipy.org), additional libraries for scientific programming;
* [Matplotlib](http://matplotlib.sf.net), excellent plotting and graphing libraries;
* [IPython](http://ipython.org), with the additional libraries required for the notebook interface.
* [Pandas](http://pandas.pydata.org/), Python version of R dataframe
* [scikit-learn](http://scikit-learn.org), Machine learning library!
A good, easy to install option that supports Mac, Windows, and Linux, and that has all of these packages (and much more) is the [Anaconda](https://www.continuum.io/).
GIT!! Unfortunatelly out of the scope of this class, but please take a look at these [tutorials](https://help.github.com/articles/good-resources-for-learning-git-and-github/)
## Sessions
| Session | Notebook link | Exercises |
| :------------- | :------------- | ----|
| 1 | [Introduction to Machine Learning](http://nbviewer.jupyter.org/github/albahnsen/ML_RiskManagement/blob/master/notebooks/01-IntroMachineLearning.ipynb)|
| 2 | [Introduction to Python for Data Analysis](http://nbviewer.jupyter.org/github/albahnsen/ML_RiskManagement/blob/master/notebooks/02-IntroPython_Numpy_Scypy_Pandas.ipynb) | [Python & Numpy & Pandas](http://nbviewer.jupyter.org/github/albahnsen/ML_RiskManagement/blob/master/exercises/02-Python&Numpy&Pandas.ipynb)|
| 3 | [Linear Regression](http://nbviewer.jupyter.org/github/albahnsen/ML_RiskManagement/blob/master/notebooks/04-linear_regression.ipynb) | [Income Prediction Rent](http://nbviewer.jupyter.org/github/albahnsen/ML_RiskManagement/blob/master/exercises/03-IncomePrediction.ipynb)
| 4 | [Logistic Regression](http://nbviewer.jupyter.org/github/albahnsen/ML_RiskManagement/blob/master/notebooks/05-logistic_regression.ipynb) | [Credit Scoring](http://nbviewer.jupyter.org/github/albahnsen/ML_RiskManagement/blob/master/exercises/04-CreditScoring.ipynb)
| 5 | [Data Preparation and Model Evaluation](http://nbviewer.jupyter.org/github/albahnsen/ML_RiskManagement/blob/master/notebooks/06-data_preparation_evaluation.ipynb) | [Credit Scoring V2](http://nbviewer.jupyter.org/github/albahnsen/ML_RiskManagement/blob/master/exercises/05-creditscoring_cross_validation.ipynb) |
| 6 | [Unbalance Datasets](http://nbviewer.jupyter.org/github/albahnsen/ML_RiskManagement/blob/master/notebooks/08_Unbalanced_Datasets.ipynb) | [Fraud Detection](http://nbviewer.jupyter.org/github/albahnsen/ML_RiskManagement/blob/master/exercises/06-fraud_detection_sampling.ipynb) |
| 7 | [Decision Trees](http://nbviewer.jupyter.org/github/albahnsen/ML_RiskManagement/blob/master/notebooks/09_decision_trees.ipynb) | [Fraud Detection V2](http://nbviewer.jupyter.org/github/albahnsen/ML_RiskManagement/blob/master/exercises/07-fraud_detection_DT.ipynb) |
| 8 | [Ensemble Methods - Bagging](http://nbviewer.jupyter.org/github/albahnsen/ML_RiskManagement/blob/master/notebooks/10_EnsembleMethods_Bagging.ipynb) | [Fraud Detection V3](http://nbviewer.jupyter.org/github/albahnsen/ML_RiskManagement/blob/master/exercises/08-fraud_ensemble_bagging.ipynb) |
| 9 | [Statistical Inference](http://nbviewer.jupyter.org/github/albahnsen/ML_RiskManagement/blob/master/notebooks/09_StatisticalInference.ipynb) | |
| 10 | [Cost-Sensitive Classification](http://nbviewer.jupyter.org/github/albahnsen/ML_RiskManagement/blob/master/notebooks/10_CostSensitiveClassification.ipynb) | [Credit Scoring V4](http://nbviewer.jupyter.org/github/albahnsen/ML_RiskManagement/blob/master/exercises/10_CS_Churn.ipynb) |
| 11 | [Model Deployment](http://nbviewer.jupyter.org/github/albahnsen/ML_RiskManagement/blob/master/notebooks/11_Model_Deployment.ipynb) |
================================================
FILE: datasets/churn.csv
================================================
State,Account Length,Area Code,Phone,Int'l Plan,VMail Plan,VMail Message,Day Mins,Day Calls,Day Charge,Eve Mins,Eve Calls,Eve Charge,Night Mins,Night Calls,Night Charge,Intl Mins,Intl Calls,Intl Charge,CustServ Calls,Churn?
KS,128,415,382-4657,no,yes,25,265.100000,110,45.070000,197.400000,99,16.780000,244.700000,91,11.010000,10.000000,3,2.700000,1,False.
OH,107,415,371-7191,no,yes,26,161.600000,123,27.470000,195.500000,103,16.620000,254.400000,103,11.450000,13.700000,3,3.700000,1,False.
NJ,137,415,358-1921,no,no,0,243.400000,114,41.380000,121.200000,110,10.300000,162.600000,104,7.320000,12.200000,5,3.290000,0,False.
OH,84,408,375-9999,yes,no,0,299.400000,71,50.900000,61.900000,88,5.260000,196.900000,89,8.860000,6.600000,7,1.780000,2,False.
OK,75,415,330-6626,yes,no,0,166.700000,113,28.340000,148.300000,122,12.610000,186.900000,121,8.410000,10.100000,3,2.730000,3,False.
AL,118,510,391-8027,yes,no,0,223.400000,98,37.980000,220.600000,101,18.750000,203.900000,118,9.180000,6.300000,6,1.700000,0,False.
MA,121,510,355-9993,no,yes,24,218.200000,88,37.090000,348.500000,108,29.620000,212.600000,118,9.570000,7.500000,7,2.030000,3,False.
MO,147,415,329-9001,yes,no,0,157.000000,79,26.690000,103.100000,94,8.760000,211.800000,96,9.530000,7.100000,6,1.920000,0,False.
LA,117,408,335-4719,no,no,0,184.500000,97,31.370000,351.600000,80,29.890000,215.800000,90,9.710000,8.700000,4,2.350000,1,False.
WV,141,415,330-8173,yes,yes,37,258.600000,84,43.960000,222.000000,111,18.870000,326.400000,97,14.690000,11.200000,5,3.020000,0,False.
IN,65,415,329-6603,no,no,0,129.100000,137,21.950000,228.500000,83,19.420000,208.800000,111,9.400000,12.700000,6,3.430000,4,True.
RI,74,415,344-9403,no,no,0,187.700000,127,31.910000,163.400000,148,13.890000,196.000000,94,8.820000,9.100000,5,2.460000,0,False.
IA,168,408,363-1107,no,no,0,128.800000,96,21.900000,104.900000,71,8.920000,141.100000,128,6.350000,11.200000,2,3.020000,1,False.
MT,95,510,394-8006,no,no,0,156.600000,88,26.620000,247.600000,75,21.050000,192.300000,115,8.650000,12.300000,5,3.320000,3,False.
IA,62,415,366-9238,no,no,0,120.700000,70,20.520000,307.200000,76,26.110000,203.000000,99,9.140000,13.100000,6,3.540000,4,False.
NY,161,415,351-7269,no,no,0,332.900000,67,56.590000,317.800000,97,27.010000,160.600000,128,7.230000,5.400000,9,1.460000,4,True.
ID,85,408,350-8884,no,yes,27,196.400000,139,33.390000,280.900000,90,23.880000,89.300000,75,4.020000,13.800000,4,3.730000,1,False.
VT,93,510,386-2923,no,no,0,190.700000,114,32.420000,218.200000,111,18.550000,129.600000,121,5.830000,8.100000,3,2.190000,3,False.
VA,76,510,356-2992,no,yes,33,189.700000,66,32.250000,212.800000,65,18.090000,165.700000,108,7.460000,10.000000,5,2.700000,1,False.
TX,73,415,373-2782,no,no,0,224.400000,90,38.150000,159.500000,88,13.560000,192.800000,74,8.680000,13.000000,2,3.510000,1,False.
FL,147,415,396-5800,no,no,0,155.100000,117,26.370000,239.700000,93,20.370000,208.800000,133,9.400000,10.600000,4,2.860000,0,False.
CO,77,408,393-7984,no,no,0,62.400000,89,10.610000,169.900000,121,14.440000,209.600000,64,9.430000,5.700000,6,1.540000,5,True.
AZ,130,415,358-1958,no,no,0,183.000000,112,31.110000,72.900000,99,6.200000,181.800000,78,8.180000,9.500000,19,2.570000,0,False.
SC,111,415,350-2565,no,no,0,110.400000,103,18.770000,137.300000,102,11.670000,189.600000,105,8.530000,7.700000,6,2.080000,2,False.
VA,132,510,343-4696,no,no,0,81.100000,86,13.790000,245.200000,72,20.840000,237.000000,115,10.670000,10.300000,2,2.780000,0,False.
NE,174,415,331-3698,no,no,0,124.300000,76,21.130000,277.100000,112,23.550000,250.700000,115,11.280000,15.500000,5,4.190000,3,False.
WY,57,408,357-3817,no,yes,39,213.000000,115,36.210000,191.100000,112,16.240000,182.700000,115,8.220000,9.500000,3,2.570000,0,False.
MT,54,408,418-6412,no,no,0,134.300000,73,22.830000,155.500000,100,13.220000,102.100000,68,4.590000,14.700000,4,3.970000,3,False.
MO,20,415,353-2630,no,no,0,190.000000,109,32.300000,258.200000,84,21.950000,181.500000,102,8.170000,6.300000,6,1.700000,0,False.
HI,49,510,410-7789,no,no,0,119.300000,117,20.280000,215.100000,109,18.280000,178.700000,90,8.040000,11.100000,1,3.000000,1,False.
IL,142,415,416-8428,no,no,0,84.800000,95,14.420000,136.700000,63,11.620000,250.500000,148,11.270000,14.200000,6,3.830000,2,False.
NH,75,510,370-3359,no,no,0,226.100000,105,38.440000,201.500000,107,17.130000,246.200000,98,11.080000,10.300000,5,2.780000,1,False.
LA,172,408,383-1121,no,no,0,212.000000,121,36.040000,31.200000,115,2.650000,293.300000,78,13.200000,12.600000,10,3.400000,3,False.
AZ,12,408,360-1596,no,no,0,249.600000,118,42.430000,252.400000,119,21.450000,280.200000,90,12.610000,11.800000,3,3.190000,1,True.
OK,57,408,395-2854,no,yes,25,176.800000,94,30.060000,195.000000,75,16.580000,213.500000,116,9.610000,8.300000,4,2.240000,0,False.
GA,72,415,362-1407,no,yes,37,220.000000,80,37.400000,217.300000,102,18.470000,152.800000,71,6.880000,14.700000,6,3.970000,3,False.
AK,36,408,341-9764,no,yes,30,146.300000,128,24.870000,162.500000,80,13.810000,129.300000,109,5.820000,14.500000,6,3.920000,0,False.
MA,78,415,353-3305,no,no,0,130.800000,64,22.240000,223.700000,116,19.010000,227.800000,108,10.250000,10.000000,5,2.700000,1,False.
AK,136,415,402-1381,yes,yes,33,203.900000,106,34.660000,187.600000,99,15.950000,101.700000,107,4.580000,10.500000,6,2.840000,3,False.
NJ,149,408,332-9891,no,no,0,140.400000,94,23.870000,271.800000,92,23.100000,188.300000,108,8.470000,11.100000,9,3.000000,1,False.
GA,98,408,372-9976,no,no,0,126.300000,102,21.470000,166.800000,85,14.180000,187.800000,135,8.450000,9.400000,2,2.540000,3,False.
MD,135,408,383-6029,yes,yes,41,173.100000,85,29.430000,203.900000,107,17.330000,122.200000,78,5.500000,14.600000,15,3.940000,0,True.
AR,34,510,353-7289,no,no,0,124.800000,82,21.220000,282.200000,98,23.990000,311.500000,78,14.020000,10.000000,4,2.700000,2,False.
ID,160,415,390-7274,no,no,0,85.800000,77,14.590000,165.300000,110,14.050000,178.500000,92,8.030000,9.200000,4,2.480000,3,False.
WI,64,510,352-1237,no,no,0,154.000000,67,26.180000,225.800000,118,19.190000,265.300000,86,11.940000,3.500000,3,0.950000,1,False.
OR,59,408,353-3061,no,yes,28,120.900000,97,20.550000,213.000000,92,18.110000,163.100000,116,7.340000,8.500000,5,2.300000,2,False.
MI,65,415,363-5450,no,no,0,211.300000,120,35.920000,162.600000,122,13.820000,134.700000,118,6.060000,13.200000,5,3.560000,3,False.
DE,142,408,364-1995,no,no,0,187.000000,133,31.790000,134.600000,74,11.440000,242.200000,127,10.900000,7.400000,5,2.000000,2,False.
ID,119,415,398-1294,no,no,0,159.100000,114,27.050000,231.300000,117,19.660000,143.200000,91,6.440000,8.800000,3,2.380000,5,True.
WY,97,415,405-7146,no,yes,24,133.200000,135,22.640000,217.200000,58,18.460000,70.600000,79,3.180000,11.000000,3,2.970000,1,False.
IA,52,408,413-4957,no,no,0,191.900000,108,32.620000,269.800000,96,22.930000,236.800000,87,10.660000,7.800000,5,2.110000,3,False.
IN,60,408,420-5645,no,no,0,220.600000,57,37.500000,211.100000,115,17.940000,249.000000,129,11.210000,6.800000,3,1.840000,1,False.
VA,10,408,349-4396,no,no,0,186.100000,112,31.640000,190.200000,66,16.170000,282.800000,57,12.730000,11.400000,6,3.080000,2,False.
UT,96,415,404-3211,no,no,0,160.200000,117,27.230000,267.500000,67,22.740000,228.500000,68,10.280000,9.300000,5,2.510000,2,False.
WY,87,415,353-3759,no,no,0,151.000000,83,25.670000,219.700000,116,18.670000,203.900000,127,9.180000,9.700000,3,2.620000,5,True.
IN,81,408,363-5947,no,no,0,175.500000,67,29.840000,249.300000,85,21.190000,270.200000,98,12.160000,10.200000,3,2.750000,1,False.
CO,141,415,340-5121,no,no,0,126.900000,98,21.570000,180.000000,62,15.300000,140.800000,128,6.340000,8.000000,2,2.160000,1,False.
CO,121,408,370-7574,no,yes,30,198.400000,129,33.730000,75.300000,77,6.400000,181.200000,77,8.150000,5.800000,3,1.570000,3,True.
WI,68,415,403-9733,no,no,0,148.800000,70,25.300000,246.500000,164,20.950000,129.800000,103,5.840000,12.100000,3,3.270000,3,False.
OK,125,408,355-7251,no,no,0,229.300000,103,38.980000,177.400000,126,15.080000,189.300000,95,8.520000,12.000000,8,3.240000,1,False.
ID,174,408,359-5893,no,no,0,192.100000,97,32.660000,169.900000,94,14.440000,166.600000,54,7.500000,11.400000,4,3.080000,1,False.
CA,116,415,405-3371,no,yes,34,268.600000,83,45.660000,178.200000,142,15.150000,166.300000,106,7.480000,11.600000,3,3.130000,2,False.
MN,74,510,344-5117,no,yes,33,193.700000,91,32.930000,246.100000,96,20.920000,138.000000,92,6.210000,14.600000,3,3.940000,2,False.
SD,149,408,332-8160,no,yes,28,180.700000,92,30.720000,187.800000,64,15.960000,265.500000,53,11.950000,12.600000,3,3.400000,3,False.
NC,38,408,359-4081,no,no,0,131.200000,98,22.300000,162.900000,97,13.850000,159.000000,106,7.150000,8.200000,6,2.210000,2,False.
WA,40,415,352-8305,no,yes,41,148.100000,74,25.180000,169.500000,88,14.410000,214.100000,102,9.630000,6.200000,5,1.670000,2,False.
WY,43,415,329-9847,yes,no,0,251.500000,105,42.760000,212.800000,104,18.090000,157.800000,67,7.100000,9.300000,4,2.510000,0,False.
MN,113,408,365-9011,yes,no,0,125.200000,93,21.280000,206.400000,119,17.540000,129.300000,139,5.820000,8.300000,8,2.240000,0,False.
UT,126,408,338-9472,no,no,0,211.600000,70,35.970000,216.900000,80,18.440000,153.500000,60,6.910000,7.800000,1,2.110000,1,False.
TX,150,510,374-8042,no,no,0,178.900000,101,30.410000,169.100000,110,14.370000,148.600000,100,6.690000,13.800000,3,3.730000,4,True.
NJ,138,408,359-1231,no,no,0,241.800000,93,41.110000,170.500000,83,14.490000,295.300000,104,13.290000,11.800000,7,3.190000,3,False.
MN,162,510,413-7170,no,yes,46,224.900000,97,38.230000,188.200000,84,16.000000,254.600000,61,11.460000,12.100000,2,3.270000,0,False.
NM,147,510,415-2935,no,no,0,248.600000,83,42.260000,148.900000,85,12.660000,172.500000,109,7.760000,8.000000,4,2.160000,3,False.
NV,90,415,399-4246,no,no,0,203.400000,146,34.580000,226.700000,117,19.270000,152.400000,105,6.860000,7.300000,4,1.970000,1,False.
HI,85,415,362-5889,no,no,0,235.800000,109,40.090000,157.200000,94,13.360000,188.200000,99,8.470000,12.000000,3,3.240000,0,False.
MN,50,415,350-8921,no,no,0,157.100000,90,26.710000,223.300000,72,18.980000,181.400000,111,8.160000,6.100000,2,1.650000,1,False.
DC,82,415,374-5353,no,no,0,300.300000,109,51.050000,181.000000,100,15.390000,270.100000,73,12.150000,11.700000,4,3.160000,0,True.
NY,144,408,360-1171,no,no,0,61.600000,117,10.470000,77.100000,85,6.550000,173.000000,99,7.790000,8.200000,7,2.210000,4,True.
MN,46,415,355-8887,no,no,0,214.100000,72,36.400000,164.400000,104,13.970000,177.500000,113,7.990000,8.200000,3,2.210000,2,False.
MD,70,408,333-1967,no,no,0,170.200000,98,28.930000,155.200000,102,13.190000,228.600000,76,10.290000,15.000000,2,4.050000,1,False.
WV,144,415,354-4577,no,no,0,201.100000,99,34.190000,303.500000,74,25.800000,224.000000,119,10.080000,13.200000,2,3.560000,1,False.
OR,116,415,331-7425,yes,no,0,215.400000,104,36.620000,204.800000,79,17.410000,278.500000,109,12.530000,12.600000,5,3.400000,3,False.
CO,55,408,419-2637,no,yes,25,165.600000,123,28.150000,136.100000,95,11.570000,175.700000,90,7.910000,11.000000,2,2.970000,3,False.
GA,70,415,411-1530,no,yes,24,249.500000,101,42.420000,259.700000,98,22.070000,222.700000,68,10.020000,9.800000,4,2.650000,1,False.
TX,106,510,395-3026,no,no,0,210.600000,96,35.800000,249.200000,85,21.180000,191.400000,88,8.610000,12.400000,1,3.350000,2,True.
VT,128,510,388-6441,no,yes,29,179.300000,104,30.480000,225.900000,86,19.200000,323.000000,78,14.540000,8.600000,7,2.320000,0,False.
IN,94,408,402-1251,no,no,0,157.900000,105,26.840000,155.000000,101,13.180000,189.600000,84,8.530000,8.000000,5,2.160000,4,True.
WV,111,510,412-9997,no,no,0,214.300000,118,36.430000,208.500000,76,17.720000,182.400000,98,8.210000,12.000000,2,3.240000,1,False.
KY,74,415,346-7302,no,yes,35,154.100000,104,26.200000,123.400000,84,10.490000,202.100000,57,9.090000,10.900000,9,2.940000,2,False.
NJ,128,415,358-9095,no,no,0,237.900000,125,40.440000,247.600000,93,21.050000,208.900000,68,9.400000,13.900000,4,3.750000,1,True.
DC,82,510,400-9770,no,no,0,143.900000,61,24.460000,194.900000,105,16.570000,109.600000,94,4.930000,11.100000,2,3.000000,1,False.
LA,155,415,334-1275,no,no,0,203.400000,100,34.580000,190.900000,104,16.230000,196.000000,119,8.820000,8.900000,4,2.400000,0,True.
AR,80,415,340-4953,no,no,0,124.300000,100,21.130000,173.000000,107,14.710000,253.200000,62,11.390000,7.900000,9,2.130000,1,False.
ME,78,415,400-9510,no,no,0,252.900000,93,42.990000,178.400000,112,15.160000,263.900000,105,11.880000,9.500000,7,2.570000,3,False.
AZ,90,415,387-6103,no,no,0,179.100000,71,30.450000,190.600000,81,16.200000,127.700000,91,5.750000,10.600000,7,2.860000,3,False.
AK,104,408,366-4467,no,no,0,278.400000,106,47.330000,81.000000,113,6.890000,163.200000,137,7.340000,9.800000,5,2.650000,1,False.
MT,73,415,370-3450,no,no,0,160.100000,110,27.220000,213.300000,72,18.130000,174.100000,72,7.830000,13.000000,4,3.510000,0,False.
AZ,99,415,327-3954,no,no,0,198.200000,87,33.690000,207.300000,76,17.620000,190.900000,113,8.590000,8.700000,3,2.350000,4,False.
MS,120,408,355-6291,no,no,0,212.100000,131,36.060000,209.400000,104,17.800000,167.200000,96,7.520000,5.300000,5,1.430000,1,True.
ID,77,415,362-9748,no,no,0,251.800000,72,42.810000,205.700000,126,17.480000,275.200000,109,12.380000,9.800000,7,2.650000,2,True.
IA,98,510,379-6506,no,yes,21,161.200000,114,27.400000,252.200000,83,21.440000,160.200000,92,7.210000,4.400000,8,1.190000,4,False.
MA,108,415,347-7741,no,no,0,178.300000,137,30.310000,189.000000,76,16.070000,129.100000,102,5.810000,14.600000,5,3.940000,0,False.
VT,135,415,354-3783,no,no,0,151.700000,82,25.790000,119.000000,105,10.120000,180.000000,100,8.100000,10.500000,6,2.840000,0,False.
KY,95,408,401-7594,no,no,0,135.000000,99,22.950000,183.600000,106,15.610000,245.300000,102,11.040000,12.500000,9,3.380000,1,False.
IN,122,408,397-4976,no,no,0,170.500000,94,28.990000,173.700000,109,14.760000,248.600000,75,11.190000,11.300000,2,3.050000,1,False.
AZ,95,408,334-2577,no,no,0,238.100000,65,40.480000,187.200000,98,15.910000,190.000000,115,8.550000,11.800000,4,3.190000,4,False.
MI,36,510,400-3637,no,yes,29,281.400000,102,47.840000,202.200000,76,17.190000,187.200000,113,8.420000,9.000000,6,2.430000,2,False.
NM,93,510,383-4361,no,yes,21,117.900000,131,20.040000,164.500000,115,13.980000,217.000000,86,9.760000,9.800000,3,2.650000,1,False.
CO,141,415,371-4306,no,yes,32,148.600000,91,25.260000,131.100000,97,11.140000,219.400000,142,9.870000,10.100000,1,2.730000,1,False.
UT,157,408,403-4298,no,no,0,229.800000,90,39.070000,147.900000,121,12.570000,241.400000,108,10.860000,9.600000,7,2.590000,3,False.
MI,120,408,409-3786,no,no,0,165.000000,100,28.050000,317.200000,83,26.960000,119.200000,86,5.360000,8.300000,8,2.240000,1,False.
MA,103,415,337-4697,no,no,0,185.000000,117,31.450000,223.300000,94,18.980000,222.800000,91,10.030000,12.600000,2,3.400000,2,False.
AL,98,408,383-1509,no,no,0,161.000000,117,27.370000,190.900000,113,16.230000,227.700000,113,10.250000,12.100000,4,3.270000,4,False.
DE,125,408,359-9794,no,no,0,126.700000,108,21.540000,206.000000,90,17.510000,247.800000,114,11.150000,13.300000,7,3.590000,1,False.
AZ,63,415,407-7035,no,no,0,58.900000,125,10.010000,169.600000,59,14.420000,211.400000,88,9.510000,9.400000,3,2.540000,1,False.
ME,36,510,363-1069,yes,yes,42,196.800000,89,33.460000,254.900000,122,21.670000,138.300000,126,6.220000,20.000000,6,5.400000,0,True.
NJ,64,510,391-4652,no,no,0,162.600000,83,27.640000,152.300000,109,12.950000,57.500000,122,2.590000,14.200000,3,3.830000,1,False.
NV,74,415,355-6837,no,no,0,282.500000,114,48.030000,219.900000,48,18.690000,170.000000,115,7.650000,9.400000,4,2.540000,1,True.
MO,112,510,409-1244,no,yes,36,113.700000,117,19.330000,157.500000,82,13.390000,177.600000,118,7.990000,10.000000,3,2.700000,2,False.
ID,97,408,328-3266,no,no,0,239.800000,125,40.770000,214.800000,111,18.260000,143.300000,81,6.450000,8.700000,5,2.350000,2,False.
NE,46,408,352-7072,no,no,0,210.200000,92,35.730000,227.300000,77,19.320000,200.100000,116,9.000000,13.100000,7,3.540000,1,False.
TX,41,408,370-7550,no,yes,22,213.800000,102,36.350000,141.800000,86,12.050000,142.200000,123,6.400000,7.200000,3,1.940000,0,False.
MD,121,510,369-5526,no,no,0,190.700000,103,32.420000,183.500000,117,15.600000,220.800000,103,9.940000,9.800000,4,2.650000,3,False.
MS,193,415,329-4391,no,no,0,170.900000,124,29.050000,132.300000,95,11.250000,112.900000,89,5.080000,11.600000,3,3.130000,1,False.
NV,130,510,408-4195,no,no,0,154.200000,119,26.210000,110.200000,98,9.370000,227.400000,117,10.230000,9.200000,5,2.480000,2,False.
AZ,85,408,354-4445,no,no,0,201.400000,52,34.240000,229.400000,104,19.500000,252.500000,106,11.360000,12.000000,3,3.240000,1,False.
MS,162,415,335-4858,no,no,0,70.700000,108,12.020000,157.500000,87,13.390000,154.800000,82,6.970000,9.100000,3,2.460000,4,True.
MS,61,510,414-8718,no,yes,27,187.500000,124,31.880000,146.600000,103,12.460000,225.700000,129,10.160000,6.400000,6,1.730000,4,True.
TX,92,408,409-5939,no,no,0,91.700000,90,15.590000,193.700000,123,16.460000,175.000000,86,7.880000,9.200000,4,2.480000,2,False.
NE,131,408,331-4902,no,yes,36,214.200000,115,36.410000,161.700000,117,13.740000,264.700000,102,11.910000,9.500000,4,2.570000,3,False.
NE,90,415,353-6870,no,no,0,145.500000,92,24.740000,217.700000,114,18.500000,146.900000,123,6.610000,10.900000,2,2.940000,3,False.
CA,75,408,355-2909,no,no,0,166.300000,125,28.270000,158.200000,86,13.450000,256.700000,80,11.550000,6.100000,5,1.650000,1,False.
NJ,78,415,390-6101,no,no,0,231.000000,115,39.270000,230.400000,140,19.580000,261.400000,120,11.760000,9.500000,3,2.570000,1,False.
TX,82,408,400-3446,no,no,0,200.300000,96,34.050000,201.200000,102,17.100000,206.100000,60,9.270000,7.100000,1,1.920000,4,False.
AR,163,408,411-5859,no,no,0,197.000000,109,33.490000,202.600000,128,17.220000,206.400000,80,9.290000,9.100000,10,2.460000,1,False.
AL,91,510,387-2919,yes,no,0,129.900000,112,22.080000,173.300000,83,14.730000,247.200000,130,11.120000,11.200000,3,3.020000,3,False.
NY,75,415,374-8525,no,yes,21,175.800000,97,29.890000,217.500000,106,18.490000,237.500000,134,10.690000,5.300000,4,1.430000,5,False.
FL,91,510,379-5592,no,no,0,203.100000,106,34.530000,210.100000,113,17.860000,195.600000,129,8.800000,12.000000,3,3.240000,3,False.
AK,127,510,345-8237,no,yes,36,183.200000,117,31.140000,126.800000,76,10.780000,263.300000,71,11.850000,11.200000,8,3.020000,1,False.
NV,113,415,422-6690,no,yes,23,205.000000,101,34.850000,152.000000,60,12.920000,158.600000,59,7.140000,10.200000,5,2.750000,2,False.
DE,110,510,346-2359,no,no,0,148.500000,115,25.250000,276.400000,84,23.490000,193.600000,112,8.710000,12.400000,3,3.350000,1,False.
MD,120,415,374-3534,no,yes,39,200.300000,68,34.050000,220.400000,97,18.730000,253.800000,116,11.420000,10.500000,4,2.840000,0,False.
MI,157,415,381-4756,no,yes,28,192.600000,107,32.740000,195.500000,74,16.620000,109.700000,139,4.940000,6.800000,5,1.840000,3,False.
VT,103,510,390-2805,no,no,0,246.500000,47,41.910000,195.500000,84,16.620000,200.500000,96,9.020000,11.700000,4,3.160000,1,False.
VT,117,408,390-2390,yes,no,0,167.100000,86,28.410000,177.500000,87,15.090000,249.400000,132,11.220000,14.100000,7,3.810000,2,True.
MI,140,415,419-9097,no,no,0,231.900000,101,39.420000,160.100000,94,13.610000,110.400000,98,4.970000,14.300000,6,3.860000,3,False.
WA,127,408,386-7281,no,no,0,146.700000,91,24.940000,203.500000,78,17.300000,203.400000,110,9.150000,13.700000,3,3.700000,1,False.
UT,83,408,380-3561,yes,no,0,271.500000,87,46.160000,216.300000,126,18.390000,121.100000,105,5.450000,11.700000,4,3.160000,1,False.
LA,121,408,390-8760,no,no,0,181.500000,121,30.860000,218.400000,98,18.560000,161.600000,103,7.270000,8.500000,5,2.300000,1,False.
RI,145,408,366-6730,no,yes,43,257.700000,97,43.810000,162.100000,95,13.780000,286.900000,86,12.910000,11.100000,4,3.000000,2,False.
IA,113,408,395-5285,no,no,0,193.800000,99,32.950000,221.400000,125,18.820000,172.300000,67,7.750000,10.600000,6,2.860000,1,False.
NE,117,415,354-3436,no,no,0,102.800000,119,17.480000,206.700000,91,17.570000,299.000000,105,13.460000,10.100000,7,2.730000,1,False.
OH,65,408,336-7600,no,no,0,187.900000,116,31.940000,157.600000,117,13.400000,227.300000,86,10.230000,7.500000,6,2.030000,1,False.
RI,56,415,383-6293,no,no,0,226.000000,112,38.420000,248.500000,118,21.120000,140.500000,142,6.320000,6.900000,11,1.860000,1,False.
OK,96,415,362-4596,no,no,0,260.400000,115,44.270000,146.000000,46,12.410000,269.500000,87,12.130000,11.500000,4,3.110000,5,False.
LA,151,408,401-3926,no,no,0,178.700000,116,30.380000,292.100000,138,24.830000,265.900000,101,11.970000,9.800000,4,2.650000,0,False.
OH,83,415,370-9116,no,no,0,337.400000,120,57.360000,227.400000,116,19.330000,153.900000,114,6.930000,15.800000,7,4.270000,0,True.
VA,139,510,328-6289,no,yes,23,157.600000,129,26.790000,247.000000,96,21.000000,259.200000,112,11.660000,13.700000,2,3.700000,0,False.
MO,6,510,350-9994,no,no,0,183.600000,117,31.210000,256.700000,72,21.820000,178.600000,79,8.040000,10.200000,2,2.750000,1,False.
FL,115,510,351-4616,no,yes,24,142.100000,124,24.160000,183.400000,129,15.590000,164.800000,114,7.420000,9.600000,4,2.590000,1,False.
SC,87,415,360-5779,no,no,0,136.300000,97,23.170000,172.200000,108,14.640000,137.500000,101,6.190000,7.100000,5,1.920000,0,False.
VA,141,415,417-4885,no,no,0,217.100000,110,36.910000,241.500000,111,20.530000,253.500000,103,11.410000,12.000000,6,3.240000,0,False.
IA,141,510,406-4710,no,yes,36,187.500000,99,31.880000,241.400000,116,20.520000,229.500000,105,10.330000,10.500000,5,2.840000,3,False.
MI,62,415,409-8743,no,no,0,98.900000,103,16.810000,135.400000,122,11.510000,236.600000,82,10.650000,12.200000,1,3.290000,1,False.
OK,146,415,335-4584,no,no,0,206.300000,151,35.070000,148.600000,89,12.630000,167.200000,91,7.520000,6.100000,3,1.650000,1,False.
DE,92,415,361-9845,no,yes,33,243.100000,92,41.330000,213.800000,92,18.170000,228.700000,104,10.290000,12.100000,2,3.270000,2,False.
GA,185,510,366-5699,no,yes,31,189.800000,126,32.270000,163.300000,133,13.880000,264.800000,126,11.920000,7.500000,3,2.030000,1,False.
DC,148,415,329-9364,no,no,0,202.000000,102,34.340000,243.200000,128,20.670000,261.300000,90,11.760000,10.900000,3,2.940000,1,False.
AZ,94,408,390-7434,no,yes,38,170.100000,124,28.920000,193.300000,116,16.430000,105.900000,73,4.770000,12.800000,4,3.460000,1,False.
AL,32,510,404-9680,no,no,0,230.900000,87,39.250000,187.400000,90,15.930000,154.000000,53,6.930000,6.300000,2,1.700000,0,False.
CO,68,408,338-9398,no,no,0,237.100000,105,40.310000,223.500000,105,19.000000,97.400000,79,4.380000,13.200000,2,3.560000,1,False.
NH,64,408,394-2445,no,yes,27,182.100000,91,30.960000,169.700000,98,14.420000,164.700000,86,7.410000,10.600000,5,2.860000,2,False.
NM,25,415,381-2709,no,no,0,119.300000,87,20.280000,211.500000,101,17.980000,268.900000,86,12.100000,10.500000,4,2.840000,3,False.
OR,65,415,397-5060,no,no,0,116.800000,87,19.860000,178.900000,93,15.210000,182.400000,150,8.210000,14.100000,2,3.810000,1,False.
LA,179,408,415-2393,no,no,0,219.200000,92,37.260000,149.400000,125,12.700000,244.700000,104,11.010000,6.100000,5,1.650000,0,False.
NE,94,415,377-1765,no,no,0,252.600000,104,42.940000,169.000000,125,14.370000,170.900000,106,7.690000,11.100000,7,3.000000,2,False.
MN,62,415,409-2111,no,no,0,147.100000,91,25.010000,190.400000,107,16.180000,195.200000,115,8.780000,12.200000,3,3.290000,0,False.
MI,127,415,401-3170,no,no,0,202.100000,103,34.360000,229.400000,86,19.500000,195.200000,113,8.780000,11.500000,3,3.110000,2,False.
AR,116,408,405-5681,no,no,0,173.500000,93,29.500000,194.100000,76,16.500000,208.000000,112,9.360000,16.200000,10,4.370000,3,False.
KS,70,408,411-4582,no,no,0,232.100000,122,39.460000,292.300000,112,24.850000,201.200000,112,9.050000,0.000000,0,0.000000,3,False.
WV,94,510,355-5009,yes,yes,23,197.100000,125,33.510000,214.500000,136,18.230000,282.200000,103,12.700000,9.500000,5,2.570000,4,False.
AK,126,415,372-3750,no,no,0,58.200000,94,9.890000,138.700000,118,11.790000,136.800000,91,6.160000,11.900000,1,3.210000,5,True.
NY,67,408,405-2888,no,yes,36,115.600000,111,19.650000,237.700000,94,20.200000,169.900000,103,7.650000,9.900000,12,2.670000,2,False.
NH,19,408,361-3337,no,no,0,186.100000,98,31.640000,254.300000,57,21.620000,214.000000,127,9.630000,14.600000,7,3.940000,2,False.
VA,170,510,350-1639,yes,no,0,259.900000,68,44.180000,245.000000,122,20.830000,134.400000,121,6.050000,8.400000,3,2.270000,3,False.
NM,73,415,333-3221,no,no,0,214.300000,145,36.430000,268.500000,135,22.820000,241.200000,92,10.850000,10.800000,13,2.920000,1,False.
NY,106,408,422-1471,no,no,0,158.700000,74,26.980000,64.300000,139,5.470000,198.500000,103,8.930000,10.200000,4,2.750000,1,False.
AZ,93,415,399-7865,no,no,0,271.600000,71,46.170000,229.400000,108,19.500000,77.300000,121,3.480000,10.900000,3,2.940000,2,False.
WY,164,510,373-4819,no,no,0,160.600000,111,27.300000,163.200000,126,13.870000,187.100000,112,8.420000,9.000000,3,2.430000,1,False.
WA,51,408,338-6981,no,no,0,232.400000,109,39.510000,187.400000,95,15.930000,231.200000,107,10.400000,9.100000,3,2.460000,1,False.
CO,107,415,418-4365,no,no,0,133.800000,85,22.750000,180.500000,94,15.340000,112.200000,115,5.050000,8.900000,4,2.400000,0,False.
TX,130,415,359-5461,no,no,0,176.900000,109,30.070000,90.700000,104,7.710000,238.000000,69,10.710000,9.500000,2,2.570000,1,False.
KY,80,408,375-3586,no,no,0,209.900000,74,35.680000,195.100000,77,16.580000,208.200000,119,9.370000,8.800000,4,2.380000,2,False.
MT,94,415,407-8376,no,no,0,137.500000,118,23.380000,203.200000,88,17.270000,150.000000,131,6.750000,13.400000,2,3.620000,0,False.
OK,118,408,408-6496,no,yes,23,289.500000,52,49.220000,166.600000,111,14.160000,119.100000,88,5.360000,9.500000,4,2.570000,1,False.
MD,117,415,385-7688,no,yes,23,198.100000,86,33.680000,177.000000,86,15.050000,180.500000,92,8.120000,6.800000,6,1.840000,1,False.
TN,78,415,332-6934,no,no,0,149.700000,119,25.450000,182.200000,115,15.490000,261.500000,126,11.770000,9.700000,8,2.620000,0,False.
TX,208,510,378-3625,no,no,0,326.500000,67,55.510000,176.300000,113,14.990000,181.700000,102,8.180000,10.700000,6,2.890000,2,True.
ME,131,510,353-7292,yes,yes,26,292.900000,101,49.790000,199.700000,97,16.970000,255.300000,127,11.490000,13.800000,7,3.730000,4,True.
DC,63,408,399-6786,no,no,0,83.000000,64,14.110000,177.000000,106,15.050000,245.700000,89,11.060000,13.000000,3,3.510000,0,False.
MN,53,415,358-3261,no,yes,24,145.700000,146,24.770000,220.500000,136,18.740000,249.900000,96,11.250000,13.100000,5,3.540000,3,False.
DE,62,408,377-9932,no,no,0,182.300000,101,30.990000,328.200000,93,27.900000,245.000000,131,11.030000,11.200000,1,3.020000,2,False.
MD,97,415,397-4030,no,no,0,218.000000,86,37.060000,184.000000,94,15.640000,240.500000,110,10.820000,6.400000,8,1.730000,3,False.
MI,105,510,367-1062,no,no,0,140.600000,109,23.900000,178.600000,51,15.180000,217.000000,83,9.760000,6.800000,3,1.840000,2,False.
WA,157,415,341-8467,no,no,0,152.700000,105,25.960000,257.500000,80,21.890000,198.100000,93,8.910000,9.400000,4,2.540000,1,False.
MO,66,415,339-9453,no,yes,36,106.700000,76,18.140000,209.800000,77,17.830000,190.400000,117,8.570000,12.100000,2,3.270000,1,False.
IN,122,415,344-3388,no,no,0,243.800000,98,41.450000,83.900000,72,7.130000,179.800000,84,8.090000,13.700000,8,3.700000,2,False.
OR,38,415,375-8013,no,no,0,194.400000,94,33.050000,186.700000,95,15.870000,223.300000,90,10.050000,10.800000,5,2.920000,3,False.
MD,106,510,408-4142,no,no,0,213.900000,95,36.360000,151.900000,70,12.910000,260.100000,124,11.700000,12.200000,5,3.290000,3,False.
RI,99,510,386-3671,no,no,0,217.200000,112,36.920000,246.700000,89,20.970000,226.100000,89,10.170000,15.800000,7,4.270000,3,False.
LA,99,415,411-2284,no,no,0,241.100000,72,40.990000,155.600000,98,13.230000,188.200000,109,8.470000,11.600000,10,3.130000,1,False.
AZ,144,510,346-7795,yes,no,0,203.500000,100,34.600000,247.600000,103,21.050000,194.300000,94,8.740000,11.900000,11,3.210000,0,False.
PA,82,415,333-5609,no,yes,24,155.200000,131,26.380000,244.500000,106,20.780000,122.400000,68,5.510000,10.700000,3,2.890000,1,False.
AZ,86,408,405-1842,no,yes,31,167.600000,139,28.490000,113.000000,118,9.610000,246.900000,121,11.110000,12.200000,6,3.290000,1,False.
FL,70,510,366-6345,yes,no,0,226.700000,98,38.540000,228.100000,115,19.390000,73.200000,93,3.290000,17.600000,4,4.750000,2,True.
LA,93,415,337-9345,no,no,0,179.300000,93,30.480000,178.600000,98,15.180000,225.200000,131,10.130000,11.500000,6,3.110000,3,False.
FL,93,415,328-6770,no,no,0,151.400000,89,25.740000,186.400000,76,15.840000,172.500000,120,7.760000,10.900000,3,2.940000,0,False.
FL,120,415,380-7321,no,no,0,180.000000,80,30.600000,224.200000,82,19.060000,265.400000,91,11.940000,4.700000,7,1.270000,3,False.
MD,136,415,375-1476,no,no,0,250.200000,121,42.530000,267.100000,118,22.700000,151.000000,114,6.800000,13.000000,2,3.510000,1,True.
AL,106,415,356-1567,no,no,0,223.000000,121,37.910000,110.100000,98,9.360000,188.700000,107,8.490000,7.100000,12,1.920000,0,False.
WA,81,415,422-6685,no,no,0,183.600000,116,31.210000,152.600000,98,12.970000,212.200000,99,9.550000,12.200000,6,3.290000,3,False.
TN,127,408,336-1090,no,yes,22,166.000000,114,28.220000,174.500000,103,14.830000,244.900000,68,11.020000,10.200000,6,2.750000,1,False.
MS,65,415,343-2095,no,no,0,136.100000,112,23.140000,272.900000,96,23.200000,220.200000,104,9.910000,4.400000,2,1.190000,1,False.
ME,35,408,345-3934,no,no,0,149.300000,113,25.380000,242.200000,122,20.590000,174.300000,104,7.840000,8.900000,6,2.400000,2,False.
OK,88,408,338-8050,no,no,0,65.400000,97,11.120000,168.200000,76,14.300000,236.000000,113,10.620000,13.800000,1,3.730000,2,False.
IN,65,415,388-9568,no,no,0,213.400000,111,36.280000,234.500000,94,19.930000,250.100000,123,11.250000,2.700000,4,0.730000,1,False.
MO,123,415,402-6591,no,no,0,206.900000,85,35.170000,244.700000,78,20.800000,221.500000,136,9.970000,7.700000,2,2.080000,3,False.
IA,126,408,403-6419,no,yes,27,186.200000,78,31.650000,189.600000,83,16.120000,76.500000,139,3.440000,9.600000,3,2.590000,2,False.
VA,104,415,386-9790,no,yes,23,280.200000,136,47.630000,220.500000,92,18.740000,136.900000,102,6.160000,13.300000,3,3.590000,4,False.
KY,45,415,378-5692,no,yes,22,196.600000,84,33.420000,313.200000,92,26.620000,163.300000,108,7.350000,11.900000,3,3.210000,0,False.
MD,93,408,360-3324,yes,no,0,312.000000,109,53.040000,129.400000,100,11.000000,217.600000,74,9.790000,10.500000,2,2.840000,0,True.
OH,63,415,410-3719,yes,yes,36,199.000000,110,33.830000,291.300000,111,24.760000,197.600000,92,8.890000,11.000000,6,2.970000,1,False.
OK,100,415,352-4221,no,no,0,203.100000,96,34.530000,217.000000,126,18.450000,180.900000,122,8.140000,13.500000,2,3.650000,3,False.
NV,53,415,327-6179,no,no,0,168.800000,97,28.700000,220.300000,87,18.730000,154.300000,113,6.940000,10.900000,2,2.940000,0,False.
ID,92,415,359-6196,yes,no,0,173.100000,140,29.430000,240.300000,105,20.430000,233.200000,117,10.490000,9.000000,5,2.430000,1,False.
MN,139,510,374-9107,no,no,0,134.400000,106,22.850000,211.300000,98,17.960000,193.600000,125,8.710000,10.200000,2,2.750000,5,True.
SD,110,408,357-4078,no,yes,40,202.600000,103,34.440000,118.800000,128,10.100000,234.900000,98,10.570000,9.000000,9,2.430000,2,False.
IL,110,408,366-5780,no,no,0,74.500000,117,12.670000,200.800000,98,17.070000,192.200000,101,8.650000,9.800000,7,2.650000,3,False.
WY,215,510,393-9619,no,no,0,83.600000,148,14.210000,120.900000,91,10.280000,226.600000,110,10.200000,10.700000,9,2.890000,0,False.
AL,73,415,355-9295,no,no,0,192.200000,86,32.670000,168.600000,116,14.330000,139.800000,87,6.290000,9.400000,6,2.540000,1,False.
NJ,138,510,400-5751,no,no,0,220.200000,89,37.430000,88.300000,125,7.510000,195.300000,79,8.790000,12.900000,5,3.480000,0,False.
NV,137,415,338-1027,yes,no,0,135.100000,95,22.970000,134.100000,102,11.400000,223.100000,81,10.040000,12.300000,2,3.320000,2,True.
IN,36,415,405-8867,no,no,0,253.400000,77,43.080000,182.400000,151,15.500000,275.800000,103,12.410000,8.400000,2,2.270000,1,False.
WV,85,408,336-5616,no,no,0,225.000000,81,38.250000,176.900000,63,15.040000,194.300000,110,8.740000,7.100000,2,1.920000,3,False.
VA,108,408,335-1697,no,no,0,198.500000,99,33.750000,267.800000,60,22.760000,354.900000,75,15.970000,9.400000,3,2.540000,0,True.
SC,22,408,331-5138,no,no,0,110.300000,107,18.750000,166.500000,93,14.150000,202.300000,96,9.100000,9.500000,5,2.570000,0,False.
RI,107,415,385-8240,no,yes,37,60.000000,102,10.200000,102.200000,80,8.690000,261.800000,106,11.780000,11.100000,3,3.000000,0,False.
IN,51,510,348-1359,no,no,0,214.800000,94,36.520000,149.700000,58,12.720000,283.400000,66,12.750000,10.200000,5,2.750000,0,False.
AZ,94,408,354-7339,no,no,0,181.800000,85,30.910000,202.400000,98,17.200000,245.900000,97,11.070000,9.200000,2,2.480000,4,False.
NM,119,510,349-1687,no,yes,23,154.000000,114,26.180000,278.000000,137,23.630000,228.400000,112,10.280000,11.800000,4,3.190000,2,False.
OR,33,415,380-2558,no,yes,29,157.400000,99,26.760000,117.900000,80,10.020000,279.200000,79,12.560000,13.900000,11,3.750000,4,True.
NJ,106,415,365-2153,no,no,0,207.900000,91,35.340000,172.000000,109,14.620000,191.800000,143,8.630000,14.400000,7,3.890000,4,False.
MS,82,408,345-6043,no,no,0,207.000000,90,35.190000,232.900000,83,19.800000,172.400000,108,7.760000,9.100000,8,2.460000,3,False.
MI,86,510,349-2808,no,yes,41,119.000000,101,20.230000,230.000000,134,19.550000,236.900000,58,10.660000,9.500000,3,2.570000,0,False.
TX,97,415,411-1715,yes,no,0,143.700000,117,24.430000,273.000000,82,23.210000,178.300000,81,8.020000,10.900000,3,2.940000,0,False.
FL,106,408,385-2488,no,yes,32,165.900000,126,28.200000,216.500000,93,18.400000,173.100000,86,7.790000,14.100000,8,3.810000,4,False.
DC,108,510,377-7177,no,no,0,138.600000,122,23.560000,172.300000,117,14.650000,231.600000,92,10.420000,9.800000,3,2.650000,1,False.
TX,114,415,342-1099,no,no,0,84.700000,118,14.400000,249.900000,86,21.240000,193.400000,95,8.700000,14.500000,8,3.920000,1,False.
KS,92,408,386-4170,yes,no,0,62.600000,111,10.640000,180.600000,126,15.350000,221.700000,80,9.980000,10.400000,2,2.810000,1,True.
UT,59,510,413-1269,no,no,0,155.200000,79,26.380000,235.300000,123,20.000000,169.400000,80,7.620000,8.700000,4,2.350000,1,False.
MN,24,510,396-4460,no,yes,25,164.900000,110,28.030000,209.300000,105,17.790000,231.200000,55,10.400000,6.700000,9,1.810000,1,False.
IL,151,408,334-2730,no,no,0,134.500000,88,22.870000,143.100000,112,12.160000,223.900000,61,10.080000,15.400000,1,4.160000,1,False.
NM,117,415,340-3182,no,no,0,143.300000,103,24.360000,211.300000,108,17.960000,185.200000,96,8.330000,11.500000,3,3.110000,1,False.
SC,78,510,377-8608,no,no,0,168.300000,110,28.610000,221.200000,73,18.800000,241.000000,136,10.850000,12.500000,1,3.380000,1,False.
NC,155,408,417-3676,no,no,0,262.400000,55,44.610000,194.600000,113,16.540000,146.500000,85,6.590000,8.300000,6,2.240000,2,False.
WV,114,510,417-6774,no,yes,30,206.200000,79,35.050000,260.000000,91,22.100000,291.600000,83,13.120000,11.400000,6,3.080000,1,False.
RI,114,510,411-9554,no,yes,28,225.800000,94,38.390000,193.000000,117,16.410000,232.400000,100,10.460000,8.400000,9,2.270000,4,False.
NH,119,408,420-3192,no,no,0,138.300000,89,23.510000,170.500000,78,14.490000,263.900000,98,11.880000,13.500000,6,3.650000,3,False.
MO,64,510,389-1475,no,yes,48,94.400000,104,16.050000,136.200000,101,11.580000,147.400000,89,6.630000,4.500000,4,1.220000,0,False.
MA,118,408,343-7734,yes,no,0,160.000000,123,27.200000,175.400000,96,14.910000,184.800000,99,8.320000,9.900000,3,2.670000,2,False.
PA,101,415,410-3390,no,no,0,206.600000,105,35.120000,224.900000,117,19.120000,249.900000,100,11.250000,14.600000,3,3.940000,0,False.
OK,117,415,344-6495,no,no,0,134.700000,121,22.900000,180.000000,83,15.300000,200.900000,104,9.040000,7.700000,3,2.080000,1,False.
AL,49,415,331-6229,no,yes,28,214.400000,78,36.450000,235.200000,100,19.990000,206.200000,107,9.280000,8.000000,13,2.160000,3,False.
WY,139,415,337-7501,no,no,0,192.800000,104,32.780000,234.400000,96,19.920000,203.200000,101,9.140000,13.000000,3,3.510000,3,False.
PA,92,408,339-9631,no,yes,28,151.100000,90,25.690000,194.800000,79,16.560000,239.200000,114,10.760000,10.000000,3,2.700000,1,False.
WA,83,415,369-4384,no,no,0,221.400000,103,37.640000,231.800000,103,19.700000,122.500000,100,5.510000,9.800000,5,2.650000,3,False.
HI,148,510,416-3915,yes,no,0,218.900000,88,37.210000,208.000000,85,17.680000,203.300000,99,9.150000,11.100000,4,3.000000,0,False.
SD,144,408,339-3049,no,yes,48,189.800000,96,32.270000,123.400000,67,10.490000,214.200000,106,9.640000,6.500000,2,1.760000,2,True.
AL,131,415,361-7998,no,yes,25,192.700000,85,32.760000,225.900000,105,19.200000,254.200000,59,11.440000,10.900000,6,2.940000,2,False.
VT,146,510,355-4842,yes,no,0,204.400000,135,34.750000,219.100000,90,18.620000,222.700000,114,10.020000,10.500000,6,2.840000,3,False.
MT,143,415,387-6440,no,no,0,172.300000,97,29.290000,174.000000,108,14.790000,188.200000,119,8.470000,13.000000,4,3.510000,2,False.
MN,81,415,369-2625,no,no,0,198.400000,93,33.730000,210.900000,108,17.930000,193.300000,71,8.700000,10.400000,6,2.810000,2,False.
AK,48,415,389-7073,no,yes,37,211.700000,115,35.990000,159.900000,84,13.590000,144.100000,80,6.480000,12.200000,1,3.290000,1,False.
MI,86,415,370-8463,no,yes,28,221.600000,74,37.670000,288.400000,100,24.510000,240.300000,105,10.810000,9.000000,2,2.430000,1,False.
DE,71,415,362-7318,no,no,0,197.900000,108,33.640000,181.500000,109,15.430000,281.400000,56,12.660000,6.700000,5,1.810000,3,False.
SD,145,408,412-1194,no,yes,24,147.500000,90,25.080000,175.700000,108,14.930000,252.100000,102,11.340000,15.600000,3,4.210000,2,False.
MI,137,510,355-9508,no,no,0,206.400000,122,35.090000,128.000000,102,10.880000,194.500000,84,8.750000,8.800000,5,2.380000,2,False.
KS,137,408,352-8202,no,no,0,205.900000,88,35.000000,209.300000,86,17.790000,289.900000,84,13.050000,14.500000,4,3.920000,2,False.
AL,167,510,335-5882,no,no,0,207.600000,88,35.290000,132.400000,63,11.250000,255.200000,98,11.480000,14.100000,5,3.810000,0,False.
OK,89,510,352-6976,no,no,0,303.900000,95,51.660000,260.900000,114,22.180000,312.100000,89,14.040000,5.300000,3,1.430000,1,True.
CT,199,415,393-6733,no,yes,34,230.600000,121,39.200000,219.400000,99,18.650000,299.300000,94,13.470000,8.000000,2,2.160000,0,False.
NE,132,510,335-1838,no,no,0,99.500000,110,16.920000,129.100000,80,10.970000,125.100000,124,5.630000,9.700000,3,2.620000,0,False.
WI,94,510,355-6930,no,no,0,177.100000,112,30.110000,194.000000,112,16.490000,146.700000,108,6.600000,5.900000,4,1.590000,1,False.
CT,96,415,387-5860,no,yes,37,172.700000,93,29.360000,120.100000,116,10.210000,216.100000,86,9.720000,10.300000,5,2.780000,5,True.
WI,96,510,343-2605,no,yes,18,172.700000,86,29.360000,133.400000,113,11.340000,259.500000,70,11.680000,9.800000,3,2.650000,1,False.
IN,166,510,350-6759,no,no,0,204.200000,115,34.710000,179.900000,152,15.290000,216.800000,109,9.760000,9.500000,5,2.570000,1,False.
DC,74,415,371-1514,no,no,0,85.700000,83,14.570000,247.700000,67,21.050000,142.400000,85,6.410000,10.100000,5,2.730000,2,False.
AR,36,415,346-9317,no,no,0,157.600000,117,26.790000,184.300000,58,15.670000,240.400000,99,10.820000,11.900000,1,3.210000,0,False.
ME,113,415,398-4313,no,no,0,215.500000,129,36.640000,218.700000,117,18.590000,207.100000,91,9.320000,6.600000,9,1.780000,4,False.
MN,94,415,412-4399,no,no,0,181.500000,98,30.860000,199.900000,88,16.990000,287.700000,114,12.950000,6.600000,5,1.780000,1,False.
MD,67,415,330-1835,no,no,0,171.700000,80,29.190000,110.400000,81,9.380000,195.400000,111,8.790000,11.900000,4,3.210000,2,False.
FL,127,415,416-1676,no,no,0,266.600000,106,45.320000,264.800000,168,22.510000,207.200000,119,9.320000,5.900000,2,1.590000,1,True.
RI,121,408,329-7347,no,no,0,170.400000,108,28.970000,350.500000,68,29.790000,297.000000,87,13.370000,11.200000,3,3.020000,0,True.
IA,158,415,360-6868,no,no,0,158.000000,106,26.860000,292.500000,114,24.860000,241.100000,89,10.850000,9.100000,4,2.460000,1,False.
AZ,136,510,405-6641,no,no,0,92.000000,117,15.640000,253.600000,77,21.560000,214.100000,90,9.630000,10.300000,10,2.780000,1,False.
MO,196,415,393-2373,no,no,0,234.000000,109,39.780000,249.500000,114,21.210000,173.100000,70,7.790000,9.100000,5,2.460000,2,False.
VT,113,415,419-1714,no,no,0,272.100000,111,46.260000,268.500000,118,22.820000,213.800000,105,9.620000,8.500000,10,2.300000,1,True.
IN,122,408,336-3819,no,no,0,296.400000,99,50.390000,214.800000,89,18.260000,133.900000,107,6.030000,11.400000,3,3.080000,4,True.
RI,112,510,341-3464,no,no,0,194.400000,101,33.050000,190.300000,82,16.180000,183.400000,107,8.250000,11.400000,2,3.080000,0,False.
SD,209,415,413-5310,no,no,0,227.200000,128,38.620000,258.400000,92,21.960000,183.500000,74,8.260000,8.900000,4,2.400000,3,False.
MN,62,415,366-7912,no,no,0,248.700000,109,42.280000,220.000000,118,18.700000,265.700000,78,11.960000,13.200000,2,3.560000,1,True.
TX,110,415,399-8845,no,yes,38,236.300000,102,40.170000,195.900000,112,16.650000,183.500000,82,8.260000,9.700000,6,2.620000,1,False.
VA,16,510,368-2583,no,no,0,205.600000,69,34.950000,169.500000,93,14.410000,220.100000,64,9.900000,10.900000,3,2.940000,0,False.
MA,73,408,360-6309,no,no,0,94.100000,136,16.000000,280.300000,122,23.830000,205.000000,77,9.230000,9.800000,4,2.650000,0,False.
ID,128,408,359-5890,no,no,0,125.200000,99,21.280000,205.400000,107,17.460000,254.400000,111,11.450000,18.900000,2,5.100000,0,False.
MA,39,408,332-2462,no,no,0,60.400000,158,10.270000,306.200000,120,26.030000,123.900000,46,5.580000,12.400000,3,3.350000,1,False.
GA,103,415,381-9196,no,yes,28,121.000000,105,20.570000,270.400000,100,22.980000,160.500000,76,7.220000,7.700000,4,2.080000,2,False.
RI,119,415,329-3222,no,yes,29,117.800000,66,20.030000,256.800000,114,21.830000,147.600000,76,6.640000,7.600000,3,2.050000,3,False.
ID,173,510,363-5819,no,yes,21,232.400000,96,39.510000,211.900000,118,18.010000,273.000000,102,12.290000,5.000000,5,1.350000,3,False.
SD,128,510,413-9269,yes,yes,32,223.500000,81,38.000000,188.800000,74,16.050000,154.900000,101,6.970000,9.400000,2,2.540000,2,True.
MA,86,510,330-7483,no,no,0,176.300000,79,29.970000,259.200000,97,22.030000,287.400000,78,12.930000,6.200000,3,1.670000,0,False.
WY,114,415,403-7775,no,yes,32,125.200000,79,21.280000,177.800000,105,15.110000,232.400000,89,10.460000,12.900000,3,3.480000,1,False.
VA,104,408,360-2479,no,no,0,138.700000,107,23.580000,256.900000,113,21.840000,234.900000,74,10.570000,10.000000,3,2.700000,0,False.
OR,148,415,394-3791,no,no,0,86.300000,134,14.670000,246.600000,92,20.960000,251.600000,91,11.320000,11.300000,4,3.050000,1,False.
VA,129,408,384-2632,no,no,0,207.000000,91,35.190000,154.900000,121,13.170000,245.100000,112,11.030000,13.400000,5,3.620000,3,False.
ME,100,510,359-8466,no,yes,30,58.800000,104,10.000000,219.500000,107,18.660000,152.300000,118,6.850000,7.100000,3,1.920000,0,False.
AL,121,408,331-8909,no,yes,35,68.700000,95,11.680000,209.200000,69,17.780000,197.400000,42,8.880000,11.400000,4,3.080000,1,False.
GA,143,408,359-5160,no,yes,33,239.200000,109,40.660000,235.500000,112,20.020000,156.300000,95,7.030000,9.500000,4,2.570000,1,False.
IA,76,510,330-9833,no,no,0,198.300000,130,33.710000,217.100000,86,18.450000,188.400000,96,8.480000,12.500000,3,3.380000,0,False.
AZ,158,510,362-2314,no,no,0,205.200000,97,34.880000,240.600000,77,20.450000,79.700000,108,3.590000,14.400000,12,3.890000,0,False.
FL,116,510,338-8478,no,no,0,192.100000,98,32.660000,312.900000,135,26.600000,130.200000,94,5.860000,7.900000,2,2.130000,3,False.
MT,54,415,387-5453,no,no,0,272.600000,83,46.340000,248.700000,74,21.140000,197.400000,111,8.880000,9.500000,2,2.570000,1,True.
AL,86,415,380-3437,no,no,0,128.300000,121,21.810000,197.100000,93,16.750000,138.400000,152,6.230000,12.200000,5,3.290000,7,True.
DE,108,510,365-8779,no,no,0,169.600000,99,28.830000,264.100000,87,22.450000,206.300000,78,9.280000,9.300000,4,2.510000,0,False.
MT,66,510,407-2750,no,no,0,201.300000,95,34.220000,152.800000,66,12.990000,233.200000,101,10.490000,7.500000,4,2.030000,1,False.
KY,151,408,396-8265,no,yes,17,214.700000,97,36.500000,138.500000,90,11.770000,169.100000,44,7.610000,8.600000,4,2.320000,1,False.
SC,99,510,397-4304,no,no,0,169.200000,70,28.760000,271.500000,77,23.080000,170.200000,104,7.660000,10.600000,2,2.860000,0,False.
WA,55,415,333-2611,no,no,0,194.100000,121,33.000000,176.600000,110,15.010000,302.800000,136,13.630000,7.000000,7,1.890000,2,False.
OR,77,510,409-8814,no,no,0,233.800000,104,39.750000,266.500000,94,22.650000,212.700000,104,9.570000,7.600000,3,2.050000,2,False.
AK,78,408,336-5406,no,no,0,225.100000,67,38.270000,199.200000,127,16.930000,175.500000,102,7.900000,14.600000,2,3.940000,0,False.
GA,89,415,343-6940,no,no,0,213.000000,63,36.210000,176.600000,71,15.010000,262.600000,126,11.820000,9.100000,1,2.460000,1,True.
MN,101,415,361-9923,no,no,0,183.900000,115,31.260000,255.900000,101,21.750000,275.000000,145,12.380000,10.800000,11,2.920000,1,False.
IL,44,415,350-6639,no,yes,34,221.800000,105,37.710000,161.700000,85,13.740000,227.700000,62,10.250000,14.000000,7,3.780000,0,False.
IN,98,408,376-4300,no,yes,21,64.600000,98,10.980000,176.100000,86,14.970000,244.800000,84,11.020000,0.000000,0,0.000000,2,False.
SC,64,510,349-6567,no,yes,37,154.600000,92,26.280000,83.400000,103,7.090000,165.900000,99,7.470000,13.300000,3,3.590000,1,False.
VA,141,415,333-7749,no,no,0,260.200000,131,44.230000,179.200000,120,15.230000,135.000000,119,6.080000,7.200000,8,1.940000,3,False.
WI,81,415,408-6089,no,yes,33,161.600000,117,27.470000,123.000000,90,10.460000,261.300000,101,11.760000,12.200000,5,3.290000,1,False.
VT,162,510,375-2165,no,no,0,220.600000,117,37.500000,155.200000,121,13.190000,186.700000,89,8.400000,10.500000,11,2.840000,1,False.
AZ,83,415,400-6999,no,yes,41,155.900000,122,26.500000,162.300000,107,13.800000,127.600000,105,5.740000,13.100000,5,3.540000,3,False.
FL,100,510,420-7823,no,no,0,107.000000,63,18.190000,105.700000,67,8.980000,243.100000,74,10.940000,12.800000,3,3.460000,4,True.
AK,59,510,366-5241,no,no,0,182.500000,104,31.030000,204.700000,95,17.400000,229.900000,100,10.350000,11.300000,8,3.050000,4,False.
AR,179,415,413-3412,yes,yes,38,220.100000,78,37.420000,234.300000,71,19.920000,237.300000,85,10.680000,10.100000,4,2.730000,4,False.
AR,79,408,406-2752,no,no,0,152.200000,112,25.870000,177.200000,132,15.060000,96.400000,87,4.340000,5.300000,3,1.430000,1,False.
AK,117,415,337-8078,no,no,0,181.500000,95,30.860000,205.100000,88,17.430000,204.000000,82,9.180000,14.700000,9,3.970000,2,False.
MS,64,408,402-1942,yes,no,0,236.200000,77,40.150000,218.600000,85,18.580000,194.100000,97,8.730000,13.200000,2,3.560000,2,True.
ME,31,415,371-7917,no,no,0,166.100000,105,28.240000,79.300000,93,6.740000,213.700000,98,9.620000,12.700000,2,3.430000,1,False.
CA,124,408,343-6374,yes,no,0,244.600000,89,41.580000,188.800000,80,16.050000,206.000000,114,9.270000,11.300000,4,3.050000,1,False.
NM,122,408,385-8730,no,yes,23,134.200000,85,22.810000,227.300000,132,19.320000,122.400000,96,5.510000,8.500000,2,2.300000,2,False.
NE,37,408,393-7892,yes,yes,39,149.700000,122,25.450000,211.100000,75,17.940000,114.300000,90,5.140000,9.200000,4,2.480000,1,False.
SC,90,408,407-6748,no,yes,29,150.100000,109,25.520000,264.700000,103,22.500000,178.400000,97,8.030000,5.800000,4,1.570000,1,False.
CO,159,408,341-4463,yes,no,0,257.100000,53,43.710000,312.200000,127,26.540000,183.000000,82,8.240000,8.800000,6,2.380000,1,True.
DE,148,415,351-2587,no,no,0,124.400000,83,21.150000,179.700000,81,15.270000,253.000000,99,11.390000,11.300000,6,3.050000,0,False.
OH,39,415,421-9752,no,yes,36,141.700000,121,24.090000,232.300000,113,19.750000,222.100000,131,9.990000,12.000000,5,3.240000,1,False.
MS,77,408,356-4001,no,no,0,230.000000,87,39.100000,103.200000,138,8.770000,309.600000,136,13.930000,11.300000,3,3.050000,2,False.
OK,194,408,328-9869,no,no,0,162.300000,88,27.590000,213.700000,118,18.160000,192.100000,81,8.640000,10.900000,2,2.940000,0,False.
CO,154,415,343-5709,no,no,0,350.800000,75,59.640000,216.500000,94,18.400000,253.900000,100,11.430000,10.100000,9,2.730000,1,True.
NC,112,415,334-1872,no,no,0,193.300000,96,32.860000,264.100000,123,22.450000,128.600000,115,5.790000,9.100000,3,2.460000,4,False.
MD,45,415,350-1040,no,no,0,78.200000,127,13.290000,253.400000,108,21.540000,255.000000,100,11.480000,18.000000,3,4.860000,1,False.
KS,132,415,369-3214,no,no,0,83.400000,110,14.180000,232.200000,137,19.740000,146.700000,114,6.600000,7.600000,5,2.050000,1,False.
MA,128,415,385-6778,no,no,0,195.600000,99,33.250000,267.800000,120,22.760000,164.900000,76,7.420000,16.000000,2,4.320000,0,False.
NC,135,415,383-7689,no,no,0,201.800000,81,34.310000,225.000000,114,19.130000,204.400000,82,9.200000,10.300000,6,2.780000,1,False.
NM,56,408,385-5722,no,no,0,197.000000,110,33.490000,222.800000,102,18.940000,225.300000,91,10.140000,10.600000,6,2.860000,2,False.
CA,151,415,357-1909,yes,no,0,218.000000,57,37.060000,114.400000,88,9.720000,269.200000,95,12.110000,12.400000,1,3.350000,0,True.
NY,32,415,364-3567,no,no,0,164.800000,98,28.020000,229.900000,96,19.540000,167.300000,108,7.530000,14.800000,2,4.000000,2,False.
AZ,90,415,422-4241,no,no,0,179.200000,77,30.460000,210.700000,99,17.910000,276.900000,58,12.460000,9.200000,6,2.480000,2,False.
SD,87,415,370-2957,no,yes,21,214.000000,113,36.380000,180.000000,114,15.300000,134.500000,82,6.050000,10.600000,5,2.860000,0,False.
DC,138,415,329-6562,no,no,0,170.500000,87,28.990000,118.200000,116,10.050000,187.900000,111,8.460000,11.200000,7,3.020000,2,False.
ND,79,408,363-3515,no,no,0,205.700000,123,34.970000,214.500000,108,18.230000,226.100000,106,10.170000,6.700000,18,1.810000,1,False.
MO,95,415,374-7787,yes,no,0,165.500000,84,28.140000,286.200000,112,24.330000,198.900000,89,8.950000,11.500000,2,3.110000,1,True.
KS,127,415,345-2931,no,no,0,221.000000,100,37.570000,160.700000,113,13.660000,233.100000,96,10.490000,6.800000,4,1.840000,2,False.
SD,137,510,373-5732,no,no,0,242.100000,118,41.160000,191.000000,93,16.240000,218.600000,50,9.840000,14.700000,2,3.970000,3,False.
OK,97,415,348-7437,no,no,0,151.600000,107,25.770000,155.400000,96,13.210000,240.000000,112,10.800000,14.700000,4,3.970000,1,False.
OR,149,415,332-9460,yes,no,0,176.200000,87,29.950000,145.000000,81,12.330000,249.500000,92,11.230000,5.700000,4,1.540000,0,False.
IN,117,415,355-6531,yes,yes,22,196.000000,82,33.320000,322.700000,82,27.430000,225.600000,120,10.150000,3.700000,5,1.000000,1,False.
OH,84,408,336-9390,no,no,0,159.500000,125,27.120000,247.100000,90,21.000000,187.900000,82,8.460000,7.200000,4,1.940000,2,False.
KS,137,415,346-8581,no,no,0,230.200000,113,39.130000,220.400000,79,18.730000,204.700000,111,9.210000,10.700000,7,2.890000,4,False.
CT,99,415,363-8824,no,no,0,146.700000,64,24.940000,274.000000,99,23.290000,321.300000,98,14.460000,8.900000,1,2.400000,3,False.
NH,54,510,353-3351,no,no,0,210.500000,102,35.790000,204.500000,83,17.380000,127.800000,53,5.750000,8.500000,5,2.300000,1,False.
WI,85,415,360-4320,no,no,0,102.000000,95,17.340000,270.200000,139,22.970000,148.200000,105,6.670000,10.700000,3,2.890000,1,False.
MS,150,510,417-6252,no,no,0,126.000000,99,21.420000,238.500000,73,20.270000,285.100000,100,12.830000,10.200000,6,2.750000,3,False.
WV,43,415,393-4949,no,no,0,168.400000,125,28.630000,243.800000,89,20.720000,214.700000,102,9.660000,11.100000,2,3.000000,1,False.
MA,35,415,401-3156,no,no,0,105.600000,129,17.950000,258.200000,129,21.950000,213.100000,77,9.590000,8.700000,3,2.350000,0,False.
MD,98,415,338-6283,no,no,0,206.500000,92,35.110000,176.200000,152,14.980000,232.800000,115,10.480000,12.400000,5,3.350000,5,False.
PA,112,510,352-9017,no,no,0,217.100000,76,36.910000,205.200000,100,17.440000,185.700000,91,8.360000,9.400000,3,2.540000,2,False.
WI,16,510,405-5305,no,no,0,229.600000,78,39.030000,205.700000,108,17.480000,166.200000,91,7.480000,10.800000,2,2.920000,0,True.
TN,98,415,376-9249,no,yes,22,278.300000,89,47.310000,93.400000,143,7.940000,107.600000,42,4.840000,9.700000,5,2.620000,0,False.
TX,84,408,339-7139,no,no,0,138.600000,102,23.560000,199.000000,93,16.920000,204.100000,137,9.180000,7.800000,4,2.110000,0,False.
OR,94,415,328-6011,no,no,0,234.400000,103,39.850000,279.300000,109,23.740000,234.200000,121,10.540000,2.000000,2,0.540000,1,True.
IL,84,510,378-1303,no,no,0,181.500000,129,30.860000,130.700000,112,11.110000,186.500000,118,8.390000,8.500000,4,2.300000,1,False.
DC,66,415,402-5155,no,no,0,167.300000,91,28.440000,230.000000,68,19.550000,191.700000,118,8.630000,10.600000,5,2.860000,1,True.
GA,98,415,333-5430,no,yes,31,121.000000,105,20.570000,218.900000,98,18.610000,226.700000,110,10.200000,12.000000,1,3.240000,1,False.
ID,74,415,365-9696,no,no,0,221.100000,124,37.590000,110.800000,94,9.420000,240.100000,112,10.800000,10.600000,3,2.860000,0,False.
UT,96,408,410-4023,no,yes,26,145.800000,108,24.790000,192.200000,89,16.340000,165.100000,96,7.430000,9.900000,2,2.670000,1,False.
KY,119,510,411-7649,no,no,0,222.800000,122,37.880000,163.200000,107,13.870000,160.600000,112,7.230000,11.200000,6,3.020000,1,False.
OH,73,415,338-4065,no,no,0,183.400000,80,31.180000,242.000000,115,20.570000,201.400000,100,9.060000,7.500000,3,2.030000,4,False.
WI,92,415,421-9401,yes,no,0,264.300000,91,44.930000,160.900000,115,13.680000,198.600000,73,8.940000,9.300000,5,2.510000,0,False.
IL,21,415,343-9658,no,no,0,146.000000,78,24.820000,109.700000,79,9.320000,247.400000,108,11.130000,6.800000,7,1.840000,0,False.
DE,122,510,332-5521,no,no,0,157.100000,134,26.710000,184.900000,122,15.720000,197.200000,59,8.870000,8.500000,5,2.300000,4,True.
RI,133,510,349-4369,yes,no,0,127.300000,108,21.640000,251.300000,81,21.360000,135.000000,88,6.080000,10.300000,3,2.780000,1,False.
TX,145,415,351-4288,no,no,0,187.900000,110,31.940000,197.000000,117,16.750000,167.000000,108,7.520000,4.800000,4,1.300000,2,False.
OR,25,408,422-5874,no,no,0,178.800000,90,30.400000,141.200000,72,12.000000,203.000000,99,9.140000,8.400000,5,2.270000,2,False.
NV,64,415,396-2324,no,no,0,97.200000,80,16.520000,186.200000,90,15.830000,189.000000,92,8.500000,10.400000,6,2.810000,2,False.
NE,85,415,416-5662,no,no,0,259.800000,85,44.170000,242.300000,117,20.600000,168.800000,72,7.600000,5.400000,1,1.460000,0,False.
MS,126,415,363-9663,no,no,0,256.500000,112,43.610000,199.500000,90,16.960000,188.300000,122,8.470000,7.000000,5,1.890000,3,False.
OR,76,415,410-9477,no,no,0,169.500000,77,28.820000,124.000000,87,10.540000,219.400000,92,9.870000,10.000000,3,2.700000,0,False.
DE,113,415,352-4418,no,no,0,239.700000,47,40.750000,282.900000,110,24.050000,238.400000,88,10.730000,8.700000,3,2.350000,2,True.
DE,224,510,361-6563,yes,no,0,171.500000,99,29.160000,160.000000,103,13.600000,212.400000,102,9.560000,5.000000,2,1.350000,1,True.
AZ,117,408,417-4404,no,no,0,239.900000,84,40.780000,174.800000,106,14.860000,209.500000,93,9.430000,9.800000,2,2.650000,0,False.
SD,128,408,372-8048,no,yes,34,142.300000,73,24.190000,194.800000,79,16.560000,239.300000,81,10.770000,16.000000,6,4.320000,1,False.
NV,115,415,356-3646,no,no,0,184.100000,98,31.300000,327.000000,73,27.800000,212.500000,106,9.560000,7.500000,6,2.030000,2,False.
NM,141,415,351-9604,no,yes,28,206.900000,126,35.170000,264.400000,126,22.470000,171.800000,124,7.730000,9.300000,11,2.510000,2,False.
MN,51,510,355-9581,no,no,0,259.900000,114,44.180000,176.200000,94,14.980000,77.200000,112,3.470000,15.300000,1,4.130000,1,False.
NJ,100,415,396-5189,no,no,0,203.800000,122,34.650000,283.100000,76,24.060000,197.300000,83,8.880000,12.500000,3,3.380000,0,False.
IN,96,415,356-9187,no,yes,45,248.800000,124,42.300000,140.300000,77,11.930000,263.600000,102,11.860000,10.300000,2,2.780000,3,False.
DC,112,415,394-5537,no,yes,16,221.600000,110,37.670000,130.200000,123,11.070000,200.000000,108,9.000000,11.300000,3,3.050000,1,False.
MA,129,510,408-2712,yes,no,0,192.900000,131,32.790000,185.500000,101,15.770000,205.200000,130,9.230000,10.900000,4,2.940000,1,False.
ME,163,415,404-4486,no,no,0,122.400000,129,20.810000,113.400000,108,9.640000,180.200000,97,8.110000,12.500000,7,3.380000,1,False.
NH,67,415,355-1113,no,yes,40,104.900000,65,17.830000,216.300000,93,18.390000,217.400000,128,9.780000,9.600000,9,2.590000,1,False.
AZ,140,408,411-4674,no,no,0,173.200000,91,29.440000,196.800000,106,16.730000,209.300000,128,9.420000,11.200000,5,3.020000,3,False.
OR,49,510,376-4519,no,no,0,119.400000,69,20.300000,273.300000,92,23.230000,214.400000,153,9.650000,12.400000,7,3.350000,2,False.
KS,46,510,365-5979,no,no,0,250.300000,100,42.550000,260.600000,90,22.150000,195.000000,104,8.780000,13.300000,2,3.590000,2,True.
NE,148,415,382-2879,no,no,0,178.300000,98,30.310000,282.600000,110,24.020000,181.000000,98,8.150000,11.400000,4,3.080000,1,False.
MI,112,510,420-1383,no,no,0,243.400000,77,41.380000,182.100000,97,15.480000,259.200000,94,11.660000,12.800000,2,3.460000,1,False.
SC,78,415,411-7390,no,no,0,155.000000,106,26.350000,175.300000,101,14.900000,155.600000,125,7.000000,11.800000,5,3.190000,2,False.
PA,61,408,383-8848,no,yes,31,288.700000,101,49.080000,203.800000,102,17.320000,203.200000,49,9.140000,8.600000,3,2.320000,0,False.
MT,58,510,387-9301,no,yes,29,240.400000,80,40.870000,118.900000,91,10.110000,164.200000,108,7.390000,11.200000,3,3.020000,1,False.
NM,155,415,399-3164,no,no,0,190.300000,123,32.350000,301.300000,96,25.610000,214.600000,134,9.660000,8.000000,3,2.160000,1,False.
OH,100,510,385-8997,no,no,0,278.000000,76,47.260000,176.700000,74,15.020000,219.500000,126,9.880000,8.300000,4,2.240000,0,True.
WY,113,510,352-6573,no,no,0,155.000000,93,26.350000,330.600000,106,28.100000,189.400000,123,8.520000,13.500000,3,3.650000,1,False.
MI,81,415,408-3384,no,no,0,153.500000,99,26.100000,197.600000,102,16.800000,198.500000,86,8.930000,6.300000,2,1.700000,2,False.
AR,135,510,419-6033,no,yes,27,273.400000,141,46.480000,154.000000,99,13.090000,245.800000,112,11.060000,12.300000,6,3.320000,1,False.
FL,99,408,336-2090,no,no,0,155.300000,93,26.400000,265.700000,95,22.580000,145.700000,67,6.560000,12.400000,4,3.350000,0,False.
AR,59,510,343-7242,no,yes,29,133.100000,114,22.630000,221.200000,82,18.800000,131.600000,103,5.920000,6.800000,3,1.840000,1,False.
MO,135,510,376-1713,no,no,0,246.800000,129,41.960000,187.800000,121,15.960000,154.500000,109,6.950000,12.600000,5,3.400000,1,False.
WI,85,408,381-5878,yes,no,0,165.400000,107,28.120000,196.000000,126,16.660000,349.200000,110,15.710000,9.600000,7,2.590000,2,False.
TX,70,510,390-5470,no,no,0,59.500000,103,10.120000,257.200000,106,21.860000,208.300000,86,9.370000,11.100000,6,3.000000,0,False.
TX,88,510,414-4803,no,no,0,138.300000,116,23.510000,236.000000,138,20.060000,179.100000,110,8.060000,9.600000,4,2.590000,3,False.
NM,55,510,382-5478,no,no,0,286.700000,100,48.740000,134.400000,121,11.420000,192.900000,122,8.680000,6.900000,5,1.860000,2,False.
GA,75,415,333-7637,no,no,0,117.300000,114,19.940000,201.100000,61,17.090000,107.900000,82,4.860000,12.200000,3,3.290000,1,False.
ID,79,510,341-1647,no,yes,21,264.300000,79,44.930000,202.800000,118,17.240000,173.400000,92,7.800000,6.300000,3,1.700000,4,False.
AL,85,408,411-4232,no,no,0,127.900000,107,21.740000,271.200000,124,23.050000,202.200000,76,9.100000,12.500000,5,3.380000,0,False.
KS,86,408,339-2616,no,yes,23,225.500000,107,38.340000,246.300000,105,20.940000,245.700000,81,11.060000,9.800000,2,2.650000,0,False.
SD,91,510,327-3850,no,no,0,149.000000,115,25.330000,245.300000,105,20.850000,260.000000,94,11.700000,8.300000,3,2.240000,0,False.
LA,149,415,328-7209,no,yes,20,198.900000,77,33.810000,274.000000,88,23.290000,190.700000,76,8.580000,14.300000,9,3.860000,1,False.
OH,97,408,405-6189,no,no,0,256.400000,125,43.590000,273.900000,100,23.280000,222.700000,101,10.020000,11.100000,1,3.000000,1,True.
MA,88,415,418-6737,no,no,0,264.800000,124,45.020000,245.400000,112,20.860000,160.500000,115,7.220000,14.800000,2,4.000000,1,True.
AZ,60,415,366-2212,no,no,0,98.200000,88,16.690000,180.500000,69,15.340000,223.600000,69,10.060000,9.300000,2,2.510000,2,False.
KY,54,408,356-1420,no,no,0,159.800000,99,27.170000,264.000000,64,22.440000,115.700000,70,5.210000,9.700000,7,2.620000,2,False.
DC,11,415,343-1323,no,yes,28,190.600000,86,32.400000,220.100000,122,18.710000,180.300000,80,8.110000,6.000000,3,1.620000,3,False.
WA,109,415,361-8239,no,no,0,184.000000,120,31.280000,120.400000,119,10.230000,153.700000,86,6.920000,11.000000,3,2.970000,0,False.
UT,90,415,384-1621,no,no,0,261.800000,128,44.510000,220.600000,104,18.750000,136.600000,91,6.150000,9.600000,5,2.590000,1,False.
RI,115,408,360-3525,no,no,0,147.900000,109,25.140000,228.400000,117,19.410000,299.700000,90,13.490000,9.600000,9,2.590000,3,False.
OH,144,415,392-3813,no,yes,18,106.400000,109,18.090000,108.100000,113,9.190000,208.400000,111,9.380000,10.100000,5,2.730000,1,False.
NV,91,408,337-6898,no,no,0,133.700000,75,22.730000,195.300000,87,16.600000,280.500000,89,12.620000,5.900000,2,1.590000,0,False.
ND,105,415,366-8036,no,yes,23,193.500000,85,32.900000,220.200000,90,18.720000,272.400000,111,12.260000,8.500000,5,2.300000,0,False.
NV,71,415,352-8327,yes,no,0,178.200000,113,30.290000,167.800000,94,14.260000,182.100000,111,8.190000,13.600000,3,3.670000,3,True.
FL,132,510,334-9505,no,yes,36,226.200000,103,38.450000,181.600000,125,15.440000,258.800000,102,11.650000,10.500000,5,2.840000,3,True.
MD,112,415,336-5702,no,no,0,170.400000,103,28.970000,200.200000,71,17.020000,258.300000,100,11.620000,11.600000,4,3.130000,1,False.
AZ,86,415,392-2381,no,yes,32,70.900000,163,12.050000,166.700000,121,14.170000,244.900000,105,11.020000,11.100000,5,3.000000,3,False.
AL,41,510,369-6880,no,yes,34,194.400000,63,33.050000,254.900000,110,21.670000,160.200000,115,7.210000,17.200000,9,4.640000,2,False.
NE,44,415,416-8697,no,no,0,240.300000,146,40.850000,164.600000,83,13.990000,240.700000,106,10.830000,10.600000,2,2.860000,1,False.
NV,78,408,345-3451,no,no,0,75.000000,116,12.750000,248.700000,87,21.140000,176.000000,83,7.920000,9.500000,6,2.570000,3,False.
IL,149,408,379-2514,no,no,0,69.100000,117,11.750000,136.300000,100,11.590000,181.700000,53,8.180000,6.300000,3,1.700000,1,False.
WV,72,510,418-6651,no,yes,33,96.600000,59,16.420000,315.400000,98,26.810000,163.300000,117,7.350000,6.200000,4,1.670000,4,True.
MI,139,415,421-3528,no,yes,20,214.600000,101,36.480000,235.100000,132,19.980000,162.800000,132,7.330000,14.800000,12,4.000000,0,False.
AR,74,510,329-9046,no,no,0,148.500000,111,25.250000,146.500000,42,12.450000,289.200000,83,13.010000,9.900000,6,2.670000,3,False.
UT,50,510,406-3890,no,no,0,258.100000,106,43.880000,161.400000,106,13.720000,225.100000,110,10.130000,11.700000,5,3.160000,1,False.
GA,141,510,403-8904,no,yes,23,149.700000,112,25.450000,162.500000,118,13.810000,220.300000,115,9.910000,7.600000,2,2.050000,3,False.
AZ,140,408,393-4086,no,no,0,149.800000,134,25.470000,164.400000,98,13.970000,294.700000,124,13.260000,8.100000,2,2.190000,1,False.
ID,99,408,400-1367,no,no,0,190.400000,102,32.370000,158.100000,107,13.440000,271.500000,92,12.220000,11.200000,4,3.020000,2,False.
HI,166,408,377-9473,no,no,0,181.400000,108,30.840000,253.800000,54,21.570000,112.300000,94,5.050000,11.600000,6,3.130000,1,False.
NV,124,408,396-3068,no,no,0,151.100000,123,25.690000,187.400000,104,15.930000,255.400000,93,11.490000,5.300000,3,1.430000,1,False.
MD,74,415,331-9293,no,no,0,155.700000,116,26.470000,173.700000,63,14.760000,257.400000,97,11.580000,8.100000,4,2.190000,0,False.
GA,117,510,347-1914,no,no,0,149.900000,95,25.480000,256.100000,110,21.770000,212.700000,92,9.570000,13.300000,13,3.590000,2,False.
GA,85,510,395-1962,no,no,0,222.300000,132,37.790000,231.500000,101,19.680000,223.500000,75,10.060000,11.000000,2,2.970000,3,False.
UT,36,415,401-5485,no,yes,16,149.400000,111,25.400000,131.800000,113,11.200000,132.700000,87,5.970000,6.700000,2,1.810000,0,False.
MA,102,510,355-6560,yes,no,0,233.800000,103,39.750000,221.600000,131,18.840000,146.900000,106,6.610000,12.800000,3,3.460000,0,False.
IN,76,415,363-3911,no,no,0,204.200000,100,34.710000,292.600000,139,24.870000,244.300000,105,10.990000,10.500000,2,2.840000,0,False.
VT,165,510,345-1998,no,no,0,242.900000,126,41.290000,209.800000,65,17.830000,228.400000,126,10.280000,0.000000,0,0.000000,1,False.
IA,130,415,361-5277,no,no,0,150.400000,119,25.570000,230.500000,99,19.590000,186.300000,76,8.380000,12.300000,4,3.320000,1,False.
IN,78,415,376-7145,no,no,0,208.900000,119,35.510000,252.400000,132,21.450000,280.200000,120,12.610000,12.800000,7,3.460000,0,False.
AL,55,415,375-2975,yes,no,0,191.900000,91,32.620000,256.100000,110,21.770000,203.700000,101,9.170000,14.300000,6,3.860000,1,True.
ME,92,415,376-8573,yes,no,0,130.700000,113,22.220000,260.600000,122,22.150000,244.200000,98,10.990000,9.400000,2,2.540000,2,True.
RI,129,415,366-7360,no,yes,33,119.600000,104,20.330000,278.700000,88,23.690000,263.400000,175,11.850000,5.900000,2,1.590000,2,False.
MD,18,408,347-7898,no,no,0,273.600000,93,46.510000,114.600000,116,9.740000,250.600000,120,11.280000,8.200000,4,2.210000,1,False.
FL,161,415,390-7328,yes,no,0,156.100000,114,26.540000,180.300000,63,15.330000,179.600000,115,8.080000,11.100000,9,3.000000,2,False.
CA,93,415,356-5491,no,yes,36,178.700000,134,30.380000,178.600000,102,15.180000,126.800000,82,5.710000,8.000000,4,2.160000,2,False.
AL,144,415,373-3251,no,no,0,177.500000,93,30.180000,287.400000,75,24.430000,180.500000,118,8.120000,11.900000,3,3.210000,2,False.
ME,75,408,343-1965,yes,no,0,211.300000,61,35.920000,105.600000,119,8.980000,175.900000,63,7.920000,9.700000,4,2.620000,4,True.
WV,95,415,378-8019,no,no,0,175.200000,91,29.780000,244.400000,109,20.770000,75.800000,95,3.410000,7.500000,2,2.030000,1,False.
SD,126,415,386-1548,no,yes,23,114.300000,102,19.430000,190.300000,103,16.180000,240.400000,111,10.820000,12.600000,7,3.400000,3,False.
FL,124,415,397-1649,no,yes,28,251.400000,104,42.740000,225.100000,89,19.130000,251.900000,121,11.340000,7.500000,5,2.030000,1,False.
MI,93,415,366-7247,yes,no,0,216.900000,61,36.870000,207.400000,120,17.630000,221.700000,110,9.980000,17.500000,5,4.730000,1,True.
MI,109,415,402-9691,yes,yes,26,217.200000,138,36.920000,145.500000,111,12.370000,280.700000,76,12.630000,9.300000,3,2.510000,0,False.
NM,80,510,334-9806,no,no,0,206.300000,97,35.070000,154.900000,98,13.170000,263.600000,82,11.860000,12.400000,12,3.350000,0,False.
AK,41,415,378-7733,no,no,0,159.300000,66,27.080000,125.900000,75,10.700000,261.900000,76,11.790000,11.100000,5,3.000000,1,False.
OH,136,415,407-2248,no,yes,31,143.100000,88,24.330000,236.600000,65,20.110000,227.800000,120,10.250000,11.400000,5,3.080000,2,False.
MO,92,415,405-3916,no,no,0,154.000000,122,26.180000,329.800000,88,28.030000,288.000000,117,12.960000,5.600000,2,1.510000,3,True.
KS,143,408,407-2081,no,yes,24,186.600000,69,31.720000,222.000000,116,18.870000,234.900000,138,10.570000,11.600000,5,3.130000,1,False.
MS,118,415,397-9148,no,yes,26,170.800000,114,29.040000,199.500000,125,16.960000,169.700000,98,7.640000,9.600000,5,2.590000,5,True.
VT,193,408,415-4857,no,yes,17,124.000000,102,21.080000,202.900000,81,17.250000,205.100000,129,9.230000,12.300000,3,3.320000,1,False.
NE,73,415,354-7314,no,no,0,198.300000,94,33.710000,279.300000,101,23.740000,146.200000,87,6.580000,14.800000,8,4.000000,3,False.
VA,62,408,346-5611,no,no,0,172.800000,101,29.380000,204.800000,97,17.410000,240.800000,90,10.840000,9.100000,8,2.460000,2,False.
DE,30,415,349-4703,no,yes,30,217.400000,74,36.960000,213.800000,86,18.170000,227.200000,104,10.220000,6.600000,3,1.780000,0,False.
AL,60,408,411-7778,yes,yes,29,265.900000,113,45.200000,215.800000,94,18.340000,108.100000,82,4.860000,14.000000,12,3.780000,0,True.
ID,148,510,421-1469,no,yes,14,93.600000,137,15.910000,193.800000,72,16.470000,144.900000,84,6.520000,17.500000,5,4.730000,1,False.
MS,96,510,420-5990,no,no,0,98.200000,100,16.690000,307.200000,88,26.110000,182.500000,120,8.210000,7.600000,1,2.050000,2,False.
OK,52,408,389-4780,no,no,0,214.700000,68,36.500000,158.600000,138,13.480000,123.400000,114,5.550000,9.400000,4,2.540000,2,False.
NM,87,415,357-2735,no,no,0,168.200000,92,28.590000,224.700000,100,19.100000,169.500000,99,7.630000,12.900000,3,3.480000,1,False.
WI,41,408,409-4791,no,no,0,202.900000,97,34.490000,153.800000,104,13.070000,113.500000,92,5.110000,9.000000,3,2.430000,3,False.
WV,112,415,380-5286,no,no,0,261.400000,108,44.440000,154.500000,102,13.130000,130.900000,90,5.890000,11.600000,2,3.130000,1,False.
SC,88,510,394-8402,no,no,0,73.300000,86,12.460000,161.400000,82,13.720000,239.600000,76,10.780000,8.200000,3,2.210000,4,True.
KY,122,408,392-1616,no,yes,27,253.700000,84,43.130000,229.200000,109,19.480000,190.500000,123,8.570000,9.200000,5,2.480000,7,False.
MO,61,408,364-1969,no,no,0,45.000000,108,7.650000,151.300000,74,12.860000,152.900000,94,6.880000,9.800000,6,2.650000,2,False.
IL,87,510,390-4152,no,no,0,231.300000,105,39.320000,171.700000,108,14.590000,67.700000,136,3.050000,13.000000,6,3.510000,1,False.
OK,176,408,367-7039,no,no,0,47.400000,125,8.060000,167.800000,90,14.260000,163.100000,107,7.340000,10.500000,8,2.840000,2,False.
MI,30,510,391-6607,no,no,0,227.400000,88,38.660000,182.500000,100,15.510000,191.700000,134,8.630000,12.500000,3,3.380000,0,False.
NJ,95,415,379-6652,no,yes,22,40.900000,126,6.950000,133.400000,90,11.340000,264.200000,91,11.890000,11.900000,7,3.210000,0,False.
ID,46,415,384-1833,no,no,0,124.800000,133,21.220000,157.300000,143,13.370000,199.300000,72,8.970000,8.600000,4,2.320000,2,False.
DC,100,510,403-2455,yes,no,0,68.500000,110,11.650000,337.100000,115,28.650000,205.200000,99,9.230000,12.100000,9,3.270000,0,False.
NY,47,415,391-1348,no,yes,37,163.500000,77,27.800000,203.100000,102,17.260000,232.000000,87,10.440000,7.800000,4,2.110000,2,False.
AL,77,415,408-4174,no,no,0,163.000000,112,27.710000,219.100000,89,18.620000,233.400000,66,10.500000,6.700000,3,1.810000,2,False.
OR,98,415,366-4334,no,yes,38,213.700000,61,36.330000,253.000000,104,21.510000,207.700000,73,9.350000,10.700000,5,2.890000,2,False.
OK,125,415,406-5059,no,yes,36,201.300000,117,34.220000,42.200000,78,3.590000,125.700000,104,5.660000,5.400000,3,1.460000,1,False.
LA,67,510,373-6784,no,no,0,310.400000,97,52.770000,66.500000,123,5.650000,246.500000,99,11.090000,9.200000,10,2.480000,4,False.
NE,194,408,408-3532,no,no,0,48.400000,101,8.230000,281.100000,138,23.890000,218.500000,87,9.830000,18.200000,1,4.910000,1,False.
TX,128,415,350-8680,no,yes,40,171.200000,88,29.100000,145.700000,109,12.380000,196.800000,93,8.860000,14.000000,6,3.780000,1,False.
UT,190,415,398-9870,no,yes,22,166.500000,93,28.310000,183.000000,92,15.560000,121.000000,102,5.440000,8.500000,3,2.300000,0,False.
OR,165,415,343-3356,no,no,0,216.600000,126,36.820000,190.800000,104,16.220000,224.700000,123,10.110000,12.400000,8,3.350000,0,False.
NY,59,408,415-4609,no,no,0,107.800000,113,18.330000,216.600000,125,18.410000,217.500000,92,9.790000,9.900000,3,2.670000,2,False.
AL,47,408,404-5387,no,yes,28,141.300000,94,24.020000,168.000000,108,14.280000,113.500000,84,5.110000,7.800000,2,2.110000,1,False.
RI,150,415,415-8151,no,yes,29,209.900000,77,35.680000,158.000000,52,13.430000,141.900000,113,6.390000,6.600000,1,1.780000,0,False.
MN,152,415,416-2778,yes,yes,20,237.500000,120,40.380000,253.400000,94,21.540000,265.200000,80,11.930000,14.200000,3,3.830000,9,True.
NC,26,415,393-3300,no,no,0,234.500000,109,39.870000,216.500000,129,18.400000,191.600000,94,8.620000,3.500000,6,0.950000,3,False.
MD,79,510,391-7661,no,yes,31,103.100000,90,17.530000,243.000000,135,20.660000,76.400000,92,3.440000,12.200000,8,3.290000,3,False.
RI,95,510,339-4317,no,yes,27,129.500000,106,22.020000,248.900000,90,21.160000,268.000000,115,12.060000,11.900000,3,3.210000,1,False.
WI,69,510,418-6455,yes,no,0,279.800000,90,47.570000,248.700000,91,21.140000,171.000000,118,7.690000,8.400000,10,2.270000,2,True.
VT,95,510,378-3508,yes,yes,41,136.800000,91,23.260000,200.800000,61,17.070000,133.700000,67,6.020000,10.300000,9,2.780000,5,True.
CT,31,415,390-9359,no,yes,31,100.100000,54,17.020000,246.300000,97,20.940000,255.000000,131,11.480000,5.900000,3,1.590000,0,False.
OK,121,408,364-2495,no,yes,31,237.100000,63,40.310000,205.600000,117,17.480000,196.700000,85,8.850000,10.100000,5,2.730000,4,False.
AK,111,415,364-7719,no,no,0,172.800000,58,29.380000,183.100000,108,15.560000,158.800000,104,7.150000,7.900000,3,2.130000,4,True.
NY,157,415,421-1189,no,no,0,224.500000,111,38.170000,200.700000,99,17.060000,116.600000,118,5.250000,11.500000,2,3.110000,2,False.
GA,44,510,419-8987,no,no,0,288.100000,112,48.980000,258.000000,92,21.930000,192.400000,90,8.660000,10.200000,4,2.750000,3,True.
UT,61,510,402-9980,yes,no,0,78.200000,103,13.290000,195.900000,149,16.650000,108.000000,100,4.860000,10.100000,6,2.730000,2,False.
NM,65,415,376-5908,no,no,0,148.700000,80,25.280000,259.000000,94,22.020000,149.500000,107,6.730000,12.700000,6,3.430000,2,False.
NE,74,415,400-3150,no,yes,25,194.600000,84,33.080000,119.900000,103,10.190000,175.500000,75,7.900000,13.100000,2,3.540000,2,False.
NJ,123,408,336-1749,no,no,0,159.500000,77,27.120000,303.800000,92,25.820000,226.900000,120,10.210000,12.000000,4,3.240000,0,False.
TX,58,408,420-1259,no,yes,20,194.500000,110,33.070000,213.700000,89,18.160000,236.600000,92,10.650000,9.500000,2,2.570000,1,False.
MT,74,408,339-7541,no,no,0,174.100000,96,29.600000,251.100000,94,21.340000,257.600000,123,11.590000,8.300000,5,2.240000,2,True.
CO,125,415,378-9029,no,no,0,131.800000,97,22.410000,136.700000,100,11.620000,308.200000,119,13.870000,7.700000,6,2.080000,2,False.
VT,80,415,342-7514,no,no,0,160.600000,103,27.300000,237.000000,109,20.150000,245.100000,88,11.030000,10.700000,1,2.890000,1,False.
RI,53,408,422-4956,no,yes,18,146.800000,107,24.960000,310.000000,84,26.350000,178.700000,130,8.040000,7.200000,7,1.940000,0,False.
WY,99,408,389-8606,no,yes,28,200.700000,88,34.120000,264.200000,116,22.460000,172.700000,102,7.770000,9.100000,5,2.460000,1,False.
ID,99,415,406-7261,no,no,0,145.600000,106,24.750000,98.300000,106,8.360000,230.800000,83,10.390000,10.900000,5,2.940000,1,False.
CT,66,415,417-7973,no,yes,29,229.400000,104,39.000000,257.400000,84,21.880000,231.500000,119,10.420000,8.000000,1,2.160000,2,False.
ME,97,510,390-2891,no,no,0,211.000000,76,35.870000,189.000000,100,16.070000,123.000000,102,5.540000,4.700000,4,1.270000,3,False.
AZ,75,510,385-7387,no,yes,37,121.500000,97,20.660000,271.400000,110,23.070000,248.700000,97,11.190000,11.300000,5,3.050000,2,False.
MD,85,510,362-2776,yes,no,0,216.000000,73,36.720000,188.200000,117,16.000000,147.100000,98,6.620000,3.600000,7,0.970000,2,False.
IN,108,510,329-1955,no,no,0,293.000000,88,49.810000,160.600000,101,13.650000,143.900000,87,6.480000,10.000000,6,2.700000,2,False.
NC,133,408,344-3160,yes,yes,32,221.100000,137,37.590000,264.900000,99,22.520000,168.900000,108,7.600000,15.400000,4,4.160000,2,True.
DE,51,510,406-2454,no,no,0,181.500000,108,30.860000,196.900000,87,16.740000,187.200000,119,8.420000,10.300000,2,2.780000,1,False.
MN,186,415,335-3913,no,yes,26,74.300000,107,12.630000,177.300000,116,15.070000,296.300000,90,13.330000,14.500000,3,3.920000,2,False.
WI,44,415,355-7705,yes,no,0,62.300000,92,10.590000,275.000000,82,23.380000,138.700000,108,6.240000,10.800000,3,2.920000,1,False.
FL,64,408,410-7108,no,yes,31,228.600000,88,38.860000,248.500000,109,21.120000,167.100000,124,7.520000,9.000000,1,2.430000,3,False.
WV,44,510,419-1674,no,no,0,228.100000,121,38.780000,276.500000,79,23.500000,279.800000,77,12.590000,9.900000,5,2.670000,2,True.
SD,114,415,351-7369,no,yes,36,309.900000,90,52.680000,200.300000,89,17.030000,183.500000,105,8.260000,14.200000,2,3.830000,1,False.
FL,92,415,349-9566,no,no,0,201.900000,74,34.320000,226.800000,119,19.280000,217.500000,80,9.790000,13.700000,6,3.700000,3,False.
OR,110,408,333-3421,no,no,0,149.800000,112,25.470000,180.000000,93,15.300000,140.000000,119,6.300000,11.700000,4,3.160000,2,False.
CO,90,408,393-8199,no,yes,30,183.800000,76,31.250000,229.700000,95,19.520000,144.100000,124,6.480000,7.700000,3,2.080000,1,False.
CT,72,408,388-4879,no,yes,21,186.700000,108,31.740000,335.000000,86,28.480000,187.200000,119,8.420000,16.500000,4,4.460000,1,False.
IN,113,415,353-6007,no,no,0,209.400000,151,35.600000,347.300000,113,29.520000,246.000000,116,11.070000,7.400000,2,2.000000,1,True.
PA,171,415,416-1557,no,yes,25,223.200000,77,37.940000,183.200000,118,15.570000,150.800000,90,6.790000,10.200000,3,2.750000,3,False.
NM,104,415,356-7217,no,no,0,164.200000,109,27.910000,155.400000,90,13.210000,168.900000,117,7.600000,10.700000,8,2.890000,1,False.
ME,165,408,350-2012,no,no,0,150.500000,75,25.590000,193.100000,93,16.410000,311.600000,93,14.020000,10.300000,2,2.780000,1,False.
SD,104,510,420-9838,no,no,0,234.200000,128,39.810000,293.100000,92,24.910000,183.900000,79,8.280000,9.800000,6,2.650000,0,True.
AR,110,408,373-6379,no,no,0,55.300000,102,9.400000,164.700000,124,14.000000,200.700000,108,9.030000,10.200000,5,2.750000,1,False.
TX,90,408,355-7293,yes,no,0,221.800000,97,37.710000,203.800000,134,17.320000,215.800000,154,9.710000,8.400000,4,2.270000,1,False.
NH,114,415,406-4588,no,no,0,169.600000,85,28.830000,58.900000,86,5.010000,179.300000,124,8.070000,7.400000,8,2.000000,1,False.
OK,101,408,345-1524,no,no,0,89.700000,118,15.250000,260.100000,79,22.110000,170.100000,93,7.650000,13.500000,11,3.650000,5,True.
WI,117,408,375-8493,no,yes,14,80.200000,81,13.630000,219.000000,103,18.620000,122.600000,102,5.520000,8.600000,2,2.320000,1,False.
AL,109,408,361-2924,no,no,0,218.900000,105,37.210000,299.900000,87,25.490000,158.600000,110,7.140000,11.300000,4,3.050000,2,False.
PA,82,408,359-6163,no,no,0,125.700000,96,21.370000,207.600000,137,17.650000,183.100000,103,8.240000,12.900000,2,3.480000,1,False.
OK,92,510,411-8140,no,no,0,176.300000,85,29.970000,93.400000,125,7.940000,207.200000,107,9.320000,9.600000,1,2.590000,2,False.
ME,82,510,381-9049,no,yes,29,207.200000,111,35.220000,254.100000,137,21.600000,169.300000,92,7.620000,9.500000,5,2.570000,2,False.
WV,90,415,344-4478,no,no,0,205.700000,138,34.970000,161.900000,83,13.760000,269.700000,104,12.140000,12.500000,6,3.380000,2,False.
HI,87,408,360-2690,no,yes,28,151.400000,95,25.740000,152.400000,97,12.950000,250.100000,109,11.250000,0.000000,0,0.000000,1,False.
MN,124,510,410-7383,no,no,0,157.500000,70,26.780000,130.700000,79,11.110000,193.400000,98,8.700000,9.600000,4,2.590000,3,False.
NY,39,408,356-1889,no,no,0,160.400000,68,27.270000,102.600000,103,8.720000,235.300000,106,10.590000,9.100000,5,2.460000,2,False.
AZ,84,415,341-2360,no,no,0,159.000000,80,27.030000,167.900000,128,14.270000,167.600000,101,7.540000,12.300000,5,3.320000,1,False.
OH,75,510,370-3021,no,yes,46,214.100000,62,36.400000,200.900000,111,17.080000,246.800000,126,11.110000,9.200000,6,2.480000,0,False.
MI,102,510,336-4656,no,no,0,102.600000,89,17.440000,246.000000,77,20.910000,170.500000,140,7.670000,9.100000,4,2.460000,2,False.
MA,62,415,386-2810,yes,no,0,159.700000,86,27.150000,197.500000,76,16.790000,121.600000,105,5.470000,13.900000,6,3.750000,0,True.
WV,143,510,350-1354,no,no,0,202.800000,109,34.480000,165.800000,104,14.090000,143.900000,71,6.480000,4.600000,4,1.240000,1,False.
MI,53,415,346-5707,no,no,0,57.500000,95,9.780000,265.500000,131,22.570000,244.300000,128,10.990000,11.600000,6,3.130000,3,False.
NM,30,415,405-8370,no,no,0,169.900000,144,28.880000,225.200000,118,19.140000,169.700000,93,7.640000,11.400000,7,3.080000,1,False.
MO,112,415,373-2053,no,no,0,335.500000,77,57.040000,212.500000,109,18.060000,265.000000,132,11.930000,12.700000,8,3.430000,2,True.
RI,129,415,369-5222,no,no,0,139.500000,119,23.720000,289.300000,105,24.590000,129.400000,97,5.820000,13.100000,8,3.540000,0,False.
NC,63,415,347-7420,no,yes,29,142.300000,107,24.190000,118.700000,56,10.090000,240.100000,91,10.800000,6.600000,8,1.780000,1,False.
WY,28,415,392-6856,no,no,0,187.800000,94,31.930000,248.600000,86,21.130000,208.800000,124,9.400000,10.600000,5,2.860000,0,False.
WY,111,415,371-5556,no,no,0,146.200000,55,24.850000,261.500000,83,22.230000,163.200000,116,7.340000,8.700000,3,2.350000,3,False.
PA,91,510,334-5337,no,no,0,231.800000,120,39.410000,150.600000,106,12.800000,269.200000,129,12.110000,11.600000,7,3.130000,3,False.
KY,90,415,334-8817,no,no,0,193.700000,83,32.930000,154.200000,79,13.110000,299.000000,60,13.460000,12.700000,3,3.430000,1,False.
OR,151,510,339-1405,no,no,0,156.400000,108,26.590000,233.400000,118,19.840000,195.700000,141,8.810000,7.700000,6,2.080000,4,False.
NV,105,415,380-7742,yes,yes,29,220.700000,82,37.520000,217.700000,110,18.500000,190.500000,100,8.570000,13.200000,6,3.560000,1,True.
DC,41,408,329-6191,no,yes,37,239.800000,110,40.770000,221.900000,115,18.860000,189.100000,100,8.510000,7.300000,1,1.970000,2,False.
UT,48,510,340-3075,no,yes,43,172.000000,111,29.240000,200.200000,64,17.020000,233.100000,96,10.490000,8.000000,5,2.160000,1,False.
WA,166,408,416-5849,yes,yes,35,128.200000,138,21.790000,274.500000,113,23.330000,298.900000,130,13.450000,8.800000,7,2.380000,2,False.
FL,79,510,334-7443,no,no,0,130.200000,119,22.130000,290.900000,121,24.730000,194.800000,140,8.770000,14.000000,6,3.780000,3,False.
VA,153,510,394-9121,no,no,0,195.400000,107,33.220000,154.600000,96,13.140000,142.800000,97,6.430000,11.600000,6,3.130000,1,False.
KS,110,415,383-1657,yes,no,0,293.300000,79,49.860000,188.500000,90,16.020000,266.900000,91,12.010000,14.500000,4,3.920000,0,True.
KS,163,415,347-4112,no,no,0,191.300000,89,32.520000,193.900000,87,16.480000,268.400000,121,12.080000,12.800000,4,3.460000,1,False.
DC,126,510,362-8280,no,no,0,122.400000,88,20.810000,143.800000,111,12.220000,157.000000,106,7.070000,11.500000,3,3.110000,1,False.
ME,105,408,402-9982,no,yes,33,209.600000,68,35.630000,146.900000,140,12.490000,121.000000,131,5.440000,10.600000,3,2.860000,2,False.
LA,172,415,392-8905,no,no,0,215.700000,140,36.670000,146.300000,84,12.440000,264.600000,83,11.910000,7.100000,1,1.920000,3,False.
DC,126,415,392-5512,no,no,0,161.400000,110,27.440000,220.600000,125,18.750000,249.200000,78,11.210000,5.100000,2,1.380000,0,False.
TX,97,510,351-6384,no,no,0,144.200000,91,24.510000,226.700000,137,19.270000,144.600000,72,6.510000,13.800000,4,3.730000,3,False.
NJ,95,408,348-8015,yes,yes,37,220.200000,109,37.430000,185.300000,99,15.750000,205.100000,82,9.230000,4.100000,2,1.110000,0,True.
DE,87,510,374-6966,no,no,0,256.200000,105,43.550000,160.700000,102,13.660000,249.400000,80,11.220000,7.400000,2,2.000000,4,False.
VT,97,415,328-2236,no,no,0,112.700000,119,19.160000,217.700000,109,18.500000,152.100000,76,6.840000,6.500000,5,1.760000,1,False.
GA,76,415,372-6497,no,no,0,299.500000,125,50.920000,226.700000,92,19.270000,210.700000,134,9.480000,13.700000,4,3.700000,0,True.
TX,140,408,417-8617,no,no,0,194.800000,107,33.120000,170.900000,99,14.530000,225.100000,93,10.130000,13.900000,4,3.750000,0,False.
MT,169,415,361-9621,no,no,0,100.800000,112,17.140000,230.000000,69,19.550000,193.600000,95,8.710000,9.500000,2,2.570000,0,False.
ND,68,408,421-2723,no,yes,22,82.500000,97,14.030000,289.900000,94,24.640000,180.000000,114,8.100000,4.800000,4,1.300000,3,False.
NJ,122,415,327-9341,no,yes,34,146.400000,104,24.890000,89.700000,103,7.620000,220.000000,91,9.900000,15.600000,4,4.210000,2,False.
MO,36,408,383-5474,no,no,0,177.900000,129,30.240000,224.600000,87,19.090000,306.300000,102,13.780000,10.800000,6,2.920000,2,False.
CO,120,510,328-8147,no,yes,27,153.500000,84,26.100000,194.000000,73,16.490000,256.500000,94,11.540000,10.200000,7,2.750000,5,False.
KS,121,408,373-5438,no,no,0,150.700000,105,25.620000,197.300000,133,16.770000,169.000000,116,7.610000,9.200000,15,2.480000,1,False.
NC,64,408,333-9253,no,yes,19,180.100000,106,30.620000,127.500000,92,10.840000,237.400000,118,10.680000,7.500000,3,2.030000,0,False.
MT,13,415,347-9421,no,yes,31,265.300000,94,45.100000,147.600000,95,12.550000,259.300000,117,11.670000,12.900000,1,3.480000,1,False.
DE,106,415,419-3167,no,no,0,128.600000,83,21.860000,134.000000,114,11.390000,210.600000,113,9.480000,11.400000,2,3.080000,0,False.
ND,88,415,414-4162,no,no,0,161.500000,92,27.460000,173.500000,108,14.750000,206.200000,95,9.280000,7.900000,4,2.130000,2,False.
VA,74,408,416-5341,no,no,0,165.300000,120,28.100000,198.500000,106,16.870000,208.500000,102,9.380000,9.800000,3,2.650000,1,False.
IL,83,415,368-8600,no,no,0,195.000000,92,33.150000,210.500000,83,17.890000,180.600000,92,8.130000,11.000000,13,2.970000,0,False.
OK,49,415,336-6085,no,no,0,213.800000,79,36.350000,265.100000,93,22.530000,239.800000,128,10.790000,15.600000,7,4.210000,0,False.
CO,111,510,377-1479,no,yes,24,205.500000,114,34.940000,219.300000,99,18.640000,215.900000,95,9.720000,14.000000,4,3.780000,1,False.
MT,50,415,360-2107,no,yes,22,252.900000,112,42.990000,177.900000,99,15.120000,158.400000,146,7.130000,8.500000,4,2.300000,3,False.
WV,153,408,405-9384,no,yes,28,235.600000,74,40.050000,227.900000,37,19.370000,170.300000,103,7.660000,15.400000,9,4.160000,0,False.
ME,88,415,420-5179,no,no,0,192.000000,91,32.640000,127.600000,127,10.850000,155.600000,125,7.000000,7.500000,5,2.030000,1,False.
WI,131,415,331-3174,no,yes,39,69.100000,122,11.750000,101.300000,136,8.610000,104.800000,94,4.720000,9.100000,4,2.460000,0,False.
MO,79,408,411-5958,no,no,0,261.700000,97,44.490000,210.600000,48,17.900000,256.700000,83,11.550000,6.000000,3,1.620000,3,True.
NY,140,415,333-8180,no,no,0,235.500000,81,40.040000,257.200000,130,21.860000,103.100000,111,4.640000,11.500000,4,3.110000,2,False.
CT,105,408,357-2679,no,no,0,213.400000,100,36.280000,204.900000,52,17.420000,179.700000,93,8.090000,9.500000,6,2.570000,1,False.
AR,54,415,396-2867,no,yes,39,206.900000,143,35.170000,127.800000,72,10.860000,199.200000,120,8.960000,9.200000,1,2.480000,3,False.
WY,87,415,341-9443,no,yes,22,263.800000,65,44.850000,103.400000,115,8.790000,208.100000,109,9.360000,8.500000,3,2.300000,3,False.
CA,96,510,341-4103,no,yes,31,183.400000,126,31.180000,195.500000,106,16.620000,180.100000,93,8.100000,10.500000,5,2.840000,1,False.
CA,79,510,416-8701,no,no,0,157.600000,85,26.790000,194.100000,92,16.500000,231.500000,86,10.420000,9.400000,10,2.540000,5,True.
MN,55,415,397-6109,no,no,0,175.600000,147,29.850000,161.800000,118,13.750000,289.500000,55,13.030000,9.300000,4,2.510000,0,False.
AK,130,415,392-5587,no,no,0,242.500000,101,41.230000,102.800000,114,8.740000,142.400000,89,6.410000,9.300000,2,2.510000,2,False.
VA,34,415,392-9342,no,no,0,151.000000,102,25.670000,131.400000,101,11.170000,186.600000,86,8.400000,9.900000,7,2.670000,0,False.
CO,139,415,368-2845,no,no,0,138.100000,103,23.480000,164.500000,100,13.980000,134.900000,63,6.070000,8.300000,2,2.240000,1,False.
MT,109,408,405-4920,no,no,0,264.700000,69,45.000000,305.000000,120,25.930000,197.400000,86,8.880000,9.500000,9,2.570000,1,True.
SD,65,408,348-7484,no,yes,31,282.300000,70,47.990000,152.000000,89,12.920000,225.500000,93,10.150000,12.000000,4,3.240000,1,False.
NE,63,415,338-5207,no,no,0,211.200000,80,35.900000,237.700000,93,20.200000,259.200000,58,11.660000,12.300000,2,3.320000,0,False.
VT,152,415,418-7846,no,no,0,197.100000,126,33.510000,130.100000,76,11.060000,78.100000,100,3.510000,7.400000,4,2.000000,3,False.
ND,147,408,358-8729,no,no,0,205.300000,95,34.900000,166.700000,128,14.170000,240.600000,84,10.830000,7.800000,4,2.110000,1,False.
GA,112,415,349-1943,no,yes,22,181.800000,110,30.910000,228.100000,123,19.390000,262.700000,141,11.820000,9.200000,4,2.480000,2,False.
OR,120,415,368-8283,no,no,0,252.000000,120,42.840000,150.200000,106,12.770000,151.800000,96,6.830000,9.600000,1,2.590000,2,False.
MT,27,510,345-1419,no,no,0,193.800000,102,32.950000,118.900000,104,10.110000,135.900000,124,6.120000,9.200000,3,2.480000,0,False.
WY,171,415,358-8025,no,no,0,231.200000,135,39.300000,188.700000,74,16.040000,206.900000,124,9.310000,12.300000,1,3.320000,1,False.
GA,101,415,383-8695,no,yes,33,200.100000,108,34.020000,188.900000,122,16.060000,205.100000,90,9.230000,15.500000,4,4.190000,0,False.
WV,32,408,370-7565,no,yes,26,266.700000,109,45.340000,232.300000,107,19.750000,212.800000,98,9.580000,16.300000,4,4.400000,1,False.
CT,3,415,401-6162,no,yes,36,118.100000,117,20.080000,221.500000,125,18.830000,103.900000,89,4.680000,11.900000,6,3.210000,2,False.
IL,151,408,386-5303,no,no,0,175.300000,106,29.800000,144.300000,87,12.270000,160.200000,88,7.210000,11.800000,5,3.190000,0,False.
CO,60,408,351-6552,no,no,0,125.100000,99,21.270000,248.800000,62,21.150000,211.300000,79,9.510000,11.200000,3,3.020000,3,False.
DE,119,415,345-5338,no,no,0,176.800000,90,30.060000,224.700000,81,19.100000,204.600000,77,9.210000,7.500000,15,2.030000,1,False.
LA,43,415,330-2849,no,no,0,241.900000,101,41.120000,129.400000,121,11.000000,264.800000,104,11.920000,5.900000,3,1.590000,1,False.
MA,42,408,364-6801,no,no,0,241.200000,134,41.000000,116.500000,114,9.900000,152.200000,91,6.850000,10.600000,4,2.860000,0,False.
IN,84,408,375-3003,no,no,0,217.100000,99,36.910000,236.000000,68,20.060000,118.300000,120,5.320000,9.400000,4,2.540000,1,False.
NY,65,510,383-8878,no,no,0,195.400000,110,33.220000,181.200000,109,15.400000,178.500000,105,8.030000,8.900000,4,2.400000,0,False.
TX,75,415,384-2372,yes,no,0,222.400000,78,37.810000,327.000000,111,27.800000,208.000000,104,9.360000,8.700000,9,2.350000,1,True.
KS,116,510,377-7107,no,no,0,189.500000,90,32.220000,189.800000,118,16.130000,205.800000,83,9.260000,13.100000,2,3.540000,1,False.
WV,107,415,361-1581,no,no,0,123.100000,100,20.930000,158.400000,82,13.460000,256.100000,82,11.520000,9.300000,5,2.510000,0,False.
NE,189,415,417-7888,no,yes,38,256.700000,98,43.640000,150.500000,120,12.790000,123.000000,87,5.540000,11.400000,3,3.080000,3,False.
ND,123,408,383-8364,no,no,0,159.100000,94,27.050000,241.600000,119,20.540000,202.400000,120,9.110000,6.500000,1,1.760000,1,False.
AK,110,408,396-2335,no,no,0,100.100000,90,17.020000,233.300000,93,19.830000,204.400000,57,9.200000,11.100000,8,3.000000,3,False.
CO,63,415,408-4530,no,yes,32,30.900000,113,5.250000,187.000000,113,15.900000,230.800000,101,10.390000,8.600000,7,2.320000,1,False.
ME,176,415,408-6621,no,no,0,223.200000,76,37.940000,214.400000,131,18.220000,154.400000,80,6.950000,10.100000,2,2.730000,3,False.
SC,108,510,393-7522,no,no,0,187.400000,101,31.860000,199.900000,126,16.990000,216.100000,107,9.720000,12.600000,8,3.400000,1,False.
MN,13,510,338-7120,no,yes,21,315.600000,105,53.650000,208.900000,71,17.760000,260.100000,123,11.700000,12.100000,3,3.270000,3,False.
CO,71,415,357-4265,no,no,0,277.500000,104,47.180000,131.800000,121,11.200000,126.900000,101,5.710000,8.200000,2,2.210000,1,False.
KS,88,415,398-8801,no,no,0,189.800000,111,32.270000,197.300000,101,16.770000,234.500000,111,10.550000,14.900000,3,4.020000,2,False.
MS,137,510,346-2347,no,no,0,147.200000,119,25.020000,192.800000,91,16.390000,172.700000,105,7.770000,10.200000,4,2.750000,1,False.
NE,82,408,343-2741,no,no,0,185.800000,36,31.590000,276.500000,134,23.500000,192.100000,104,8.640000,5.700000,7,1.540000,4,False.
NJ,92,510,420-8242,no,yes,29,155.400000,110,26.420000,188.500000,104,16.020000,254.900000,118,11.470000,8.000000,4,2.160000,3,False.
WI,165,510,402-7746,no,no,0,154.200000,91,26.210000,268.600000,108,22.830000,188.800000,99,8.500000,10.900000,4,2.940000,6,False.
MT,96,415,332-1494,no,no,0,97.600000,98,16.590000,105.500000,118,8.970000,220.200000,105,9.910000,11.600000,9,3.130000,1,False.
AR,156,415,388-6223,no,no,0,178.800000,94,30.400000,178.400000,97,15.160000,169.200000,77,7.610000,7.500000,3,2.030000,1,False.
WA,63,408,404-9539,no,no,0,149.300000,104,25.380000,273.600000,75,23.260000,206.600000,72,9.300000,9.100000,4,2.460000,0,False.
NH,37,415,341-7332,no,no,0,206.000000,89,35.020000,186.000000,88,15.810000,307.100000,86,13.820000,8.400000,11,2.270000,0,False.
IA,98,415,338-7886,no,no,0,216.800000,86,36.860000,190.800000,114,16.220000,187.500000,79,8.440000,11.000000,9,2.970000,0,False.
WV,121,415,332-5596,no,no,0,103.300000,110,17.560000,129.100000,82,10.970000,167.100000,113,7.520000,10.700000,3,2.890000,0,False.
RI,94,415,348-9945,no,no,0,139.400000,95,23.700000,159.100000,92,13.520000,128.200000,129,5.770000,7.700000,3,2.080000,0,False.
KS,99,415,407-1896,no,no,0,191.200000,110,32.500000,163.900000,102,13.930000,243.600000,114,10.960000,14.100000,3,3.810000,1,False.
MT,163,510,398-9408,no,yes,23,160.000000,104,27.200000,189.400000,64,16.100000,229.900000,118,10.350000,10.400000,7,2.810000,1,False.
MO,161,510,369-8005,no,no,0,221.700000,95,37.690000,193.000000,82,16.410000,194.100000,113,8.730000,6.500000,4,1.760000,3,False.
HI,99,415,346-2530,no,no,0,62.900000,81,10.690000,231.000000,64,19.640000,168.900000,121,7.600000,8.500000,5,2.300000,1,False.
CO,108,415,400-5984,no,no,0,215.600000,78,36.650000,195.300000,119,16.600000,194.400000,65,8.750000,3.600000,5,0.970000,1,False.
CT,84,510,351-1007,no,yes,42,165.300000,97,28.100000,223.500000,118,19.000000,260.800000,72,11.740000,7.600000,7,2.050000,3,False.
ID,83,415,345-5980,yes,yes,32,94.700000,111,16.100000,154.400000,98,13.120000,200.400000,109,9.020000,10.600000,6,2.860000,2,False.
DC,139,510,368-8964,no,no,0,203.200000,81,34.540000,152.500000,99,12.960000,197.800000,76,8.900000,9.700000,3,2.620000,2,False.
TN,69,510,358-1912,no,no,0,195.300000,70,33.200000,216.700000,108,18.420000,259.900000,119,11.700000,12.500000,4,3.380000,3,False.
WY,129,510,379-3132,no,no,0,143.700000,114,24.430000,297.800000,98,25.310000,212.600000,86,9.570000,11.400000,8,3.080000,4,False.
MO,106,415,340-9910,no,no,0,114.400000,104,19.450000,78.300000,101,6.660000,232.700000,78,10.470000,0.000000,0,0.000000,2,False.
VA,158,415,396-2719,no,no,0,222.800000,101,37.880000,203.000000,128,17.260000,210.600000,106,9.480000,6.900000,2,1.860000,2,False.
SD,168,415,369-6204,no,yes,22,175.900000,70,29.900000,211.700000,105,17.990000,174.500000,81,7.850000,7.300000,5,1.970000,2,False.
WV,115,510,420-9971,yes,no,0,249.900000,95,42.480000,242.500000,104,20.610000,151.700000,121,6.830000,15.300000,6,4.130000,1,True.
GA,57,408,410-3782,yes,yes,30,234.500000,130,39.870000,195.200000,116,16.590000,268.800000,94,12.100000,11.400000,4,3.080000,2,False.
AZ,67,415,404-4481,no,no,0,210.700000,116,35.820000,219.200000,86,18.630000,179.700000,83,8.090000,7.200000,6,1.940000,1,False.
AK,127,408,383-9255,no,no,0,182.300000,124,30.990000,169.900000,110,14.440000,184.000000,116,8.280000,9.300000,3,2.510000,1,False.
AK,78,510,418-9385,no,no,0,190.300000,88,32.350000,194.500000,89,16.530000,256.500000,109,11.540000,11.700000,5,3.160000,2,False.
CT,100,415,360-9676,no,yes,38,177.100000,88,30.110000,163.700000,108,13.910000,242.700000,72,10.920000,7.400000,2,2.000000,0,False.
UT,103,510,327-3587,no,yes,36,87.200000,92,14.820000,169.300000,110,14.390000,166.700000,80,7.500000,10.900000,5,2.940000,6,True.
KY,113,415,385-4715,no,no,0,215.600000,96,36.650000,193.400000,127,16.440000,105.400000,115,4.740000,13.500000,3,3.650000,1,False.
MI,78,510,414-2695,no,no,0,137.400000,109,23.360000,237.600000,49,20.200000,206.700000,136,9.300000,14.000000,11,3.780000,3,False.
OR,129,510,331-5999,no,yes,36,192.800000,103,32.780000,177.000000,83,15.050000,216.500000,118,9.740000,16.400000,5,4.430000,1,False.
TN,57,510,337-7739,no,no,0,149.300000,100,25.380000,200.200000,110,17.020000,231.700000,101,10.430000,11.900000,3,3.210000,2,False.
WV,82,408,388-6658,no,no,0,143.700000,116,24.430000,170.700000,99,14.510000,287.700000,95,12.950000,7.800000,5,2.110000,1,False.
NJ,64,415,405-6943,no,no,0,224.800000,111,38.220000,190.000000,101,16.150000,221.400000,110,9.960000,9.200000,2,2.480000,1,False.
MS,86,510,382-4084,no,yes,39,261.200000,122,44.400000,214.200000,101,18.210000,154.900000,101,6.970000,12.700000,5,3.430000,2,False.
ME,151,415,352-8249,no,yes,26,196.500000,98,33.410000,175.800000,111,14.940000,221.800000,124,9.980000,13.400000,5,3.620000,0,False.
WY,94,510,353-8363,no,no,0,271.200000,105,46.100000,202.600000,105,17.220000,221.600000,51,9.970000,11.500000,3,3.110000,3,True.
WY,90,415,416-2825,no,no,0,207.200000,121,35.220000,292.500000,104,24.860000,226.300000,103,10.180000,8.000000,1,2.160000,2,False.
IN,48,510,342-6696,no,no,0,300.400000,94,51.070000,133.200000,103,11.320000,197.400000,94,8.880000,7.200000,5,1.940000,2,False.
NM,85,408,338-9210,no,yes,37,229.600000,123,39.030000,132.300000,90,11.250000,211.900000,76,9.540000,9.500000,8,2.570000,2,False.
NJ,93,415,328-1768,yes,yes,20,187.500000,110,31.880000,169.800000,94,14.430000,175.300000,127,7.890000,12.100000,4,3.270000,1,False.
DC,169,415,406-5870,yes,no,0,57.100000,98,9.710000,199.700000,78,16.970000,274.700000,103,12.360000,6.500000,6,1.760000,3,False.
UT,68,415,398-3834,no,no,0,162.100000,86,27.560000,155.000000,86,13.180000,189.700000,87,8.540000,11.000000,9,2.970000,5,True.
KY,91,415,330-7754,yes,no,0,145.000000,89,24.650000,175.800000,102,14.940000,223.700000,151,10.070000,16.700000,3,4.510000,2,True.
KS,68,510,414-9054,no,no,0,159.500000,123,27.120000,240.800000,93,20.470000,210.300000,76,9.460000,11.400000,3,3.080000,1,False.
MI,101,510,350-2832,no,no,0,190.700000,72,32.420000,208.600000,103,17.730000,203.800000,111,9.170000,8.800000,8,2.380000,1,False.
UT,67,510,414-9027,no,yes,20,230.600000,40,39.200000,189.100000,58,16.070000,162.200000,115,7.300000,9.400000,2,2.540000,1,False.
NE,66,415,337-1225,no,no,0,34.000000,133,5.780000,278.600000,61,23.680000,129.600000,120,5.830000,11.500000,3,3.110000,0,False.
FL,116,415,394-6577,no,yes,17,193.400000,112,32.880000,240.600000,131,20.450000,248.100000,98,11.160000,11.400000,3,3.080000,5,False.
LA,158,408,359-6995,no,no,0,202.000000,126,34.340000,163.500000,86,13.900000,195.400000,84,8.790000,10.400000,6,2.810000,1,False.
MT,78,415,377-7561,no,no,0,191.700000,122,32.590000,241.400000,88,20.520000,203.500000,86,9.160000,9.100000,5,2.460000,1,False.
WA,119,415,380-6631,no,yes,26,161.300000,97,27.420000,250.300000,110,21.280000,142.400000,92,6.410000,6.600000,8,1.780000,1,False.
MI,120,415,390-8876,no,no,0,150.600000,85,25.600000,119.000000,128,10.120000,232.900000,123,10.480000,6.400000,2,1.730000,1,False.
KY,155,510,413-2201,no,no,0,184.600000,102,31.380000,196.000000,117,16.660000,226.500000,122,10.190000,7.800000,1,2.110000,1,False.
LA,106,408,374-2073,no,no,0,220.700000,120,37.520000,270.200000,95,22.970000,121.600000,113,5.470000,8.700000,5,2.350000,1,False.
NM,87,510,417-1272,yes,no,0,167.300000,119,28.440000,198.500000,119,16.870000,133.100000,88,5.990000,11.000000,6,2.970000,1,False.
AL,146,415,358-1129,no,yes,32,154.000000,80,26.180000,185.500000,91,15.770000,148.200000,107,6.670000,8.200000,4,2.210000,3,False.
MO,101,415,394-1211,no,yes,29,121.100000,116,20.590000,186.400000,100,15.840000,241.700000,75,10.880000,10.100000,6,2.730000,0,False.
CO,22,510,327-1319,no,yes,23,182.100000,94,30.960000,164.600000,59,13.990000,128.800000,102,5.800000,12.700000,4,3.430000,3,False.
TX,90,415,399-4413,no,no,0,109.600000,88,18.630000,137.600000,108,11.700000,159.700000,121,7.190000,11.000000,5,2.970000,2,False.
NY,41,415,393-9985,no,no,0,209.900000,105,35.680000,121.900000,105,10.360000,253.700000,104,11.420000,9.600000,4,2.590000,1,False.
OR,69,415,401-8377,no,no,0,167.500000,76,28.480000,242.100000,92,20.580000,101.200000,103,4.550000,11.400000,4,3.080000,2,False.
WY,33,415,331-3202,no,no,0,213.900000,88,36.360000,239.800000,119,20.380000,148.700000,71,6.690000,9.800000,14,2.650000,2,False.
UT,112,415,358-5953,no,no,0,115.800000,108,19.690000,243.300000,111,20.680000,184.600000,78,8.310000,13.100000,5,3.540000,1,False.
LA,108,510,380-7624,no,yes,30,276.600000,99,47.020000,220.100000,113,18.710000,177.900000,95,8.010000,9.800000,6,2.650000,2,False.
NV,136,415,416-5261,no,yes,21,179.400000,88,30.500000,181.100000,97,15.390000,320.700000,120,14.430000,9.500000,4,2.570000,2,False.
NC,128,510,417-5067,no,no,0,187.300000,84,31.840000,270.800000,95,23.020000,206.400000,68,9.290000,10.100000,5,2.730000,1,False.
NC,27,408,345-6515,no,no,0,201.200000,128,34.200000,227.200000,100,19.310000,145.800000,91,6.560000,8.400000,3,2.270000,2,False.
WY,161,415,406-1349,yes,no,0,189.600000,78,32.230000,267.400000,117,22.730000,184.500000,137,8.300000,1.300000,6,0.350000,1,False.
TN,33,415,360-9038,no,yes,35,186.800000,124,31.760000,261.000000,69,22.190000,317.800000,103,14.300000,15.000000,5,4.050000,0,False.
FL,120,415,348-3444,no,yes,31,153.500000,83,26.100000,219.100000,96,18.620000,237.400000,76,10.680000,11.400000,4,3.080000,0,False.
CA,113,415,370-2892,no,no,0,187.600000,97,31.890000,208.200000,118,17.700000,158.900000,101,7.150000,8.700000,6,2.350000,2,False.
PA,122,415,383-4061,yes,no,0,230.900000,132,39.250000,243.200000,99,20.670000,182.400000,57,8.210000,11.000000,2,2.970000,0,True.
WV,148,415,391-7937,no,yes,26,244.900000,150,41.630000,118.000000,138,10.030000,236.000000,91,10.620000,15.200000,4,4.100000,2,False.
NJ,74,415,389-4083,no,no,0,230.900000,93,39.250000,223.000000,78,18.960000,157.800000,101,7.100000,9.700000,2,2.620000,3,False.
MT,106,415,410-9633,no,no,0,187.100000,104,31.810000,250.200000,117,21.270000,144.900000,81,6.520000,11.000000,3,2.970000,1,False.
MN,179,415,418-9502,no,no,0,170.700000,54,29.020000,191.100000,108,16.240000,214.600000,107,9.660000,13.300000,4,3.590000,1,False.
WI,149,415,339-6637,yes,yes,28,126.900000,97,21.570000,166.900000,102,14.190000,145.200000,77,6.530000,8.800000,3,2.380000,5,True.
ID,77,510,356-3403,no,no,0,189.500000,112,32.220000,207.000000,95,17.600000,214.100000,91,9.630000,9.200000,7,2.480000,0,False.
MA,127,408,371-9457,yes,no,0,176.900000,110,30.070000,167.900000,100,14.270000,182.200000,138,8.200000,7.700000,2,2.080000,1,True.
OR,80,415,391-8087,no,no,0,161.100000,99,27.390000,198.800000,81,16.900000,228.400000,116,10.280000,10.600000,4,2.860000,1,False.
MT,106,510,392-6420,no,no,0,169.400000,107,28.800000,197.200000,71,16.760000,202.200000,79,9.100000,10.700000,4,2.890000,1,False.
AL,61,415,399-4094,no,yes,20,254.400000,133,43.250000,161.700000,96,13.740000,251.400000,91,11.310000,10.500000,4,2.840000,0,False.
ND,135,510,378-4013,yes,yes,24,127.700000,54,21.710000,215.000000,105,18.280000,234.300000,84,10.540000,5.800000,4,1.570000,2,False.
LA,115,415,386-6306,no,yes,26,170.500000,107,28.990000,217.200000,77,18.460000,225.700000,71,10.160000,13.600000,5,3.670000,6,False.
ND,167,408,359-3618,yes,no,0,219.100000,100,37.250000,242.900000,90,20.650000,168.900000,101,7.600000,10.100000,4,2.730000,2,False.
MS,107,510,340-8875,yes,no,0,273.500000,104,46.500000,183.800000,68,15.620000,153.800000,67,6.920000,11.000000,9,2.970000,2,False.
WV,112,415,330-2693,yes,no,0,161.900000,138,27.520000,200.900000,114,17.080000,134.000000,134,6.030000,10.700000,4,2.890000,1,False.
WI,35,510,403-7627,no,yes,27,241.700000,87,41.090000,142.000000,101,12.070000,288.900000,68,13.000000,9.400000,4,2.540000,1,False.
KS,103,408,342-3678,yes,no,0,62.800000,124,10.680000,170.400000,66,14.480000,280.200000,78,12.610000,9.400000,4,2.540000,3,False.
MO,107,415,344-9943,no,yes,22,281.100000,83,47.790000,143.700000,130,12.210000,239.400000,128,10.770000,11.200000,9,3.020000,1,False.
PA,69,415,390-5686,no,no,0,228.200000,70,38.790000,263.700000,80,22.410000,142.600000,60,6.420000,10.700000,5,2.890000,3,False.
SD,85,408,358-5826,no,no,0,209.800000,82,35.670000,194.500000,94,16.530000,200.400000,85,9.020000,11.300000,3,3.050000,0,False.
NJ,24,408,393-7826,no,no,0,265.600000,86,45.150000,208.800000,102,17.750000,182.500000,105,8.210000,11.100000,6,3.000000,2,True.
AL,90,415,335-9786,no,no,0,214.900000,97,36.530000,117.800000,117,10.010000,133.700000,78,6.020000,11.800000,2,3.190000,2,False.
ME,137,510,368-9860,no,no,0,110.500000,79,18.790000,223.200000,111,18.970000,169.500000,64,7.630000,10.500000,3,2.840000,3,False.
AZ,92,415,416-9522,yes,yes,45,281.100000,88,47.790000,198.000000,103,16.830000,94.300000,76,4.240000,7.500000,3,2.030000,0,False.
VT,38,415,416-7307,no,no,0,137.800000,86,23.430000,286.300000,76,24.340000,167.000000,77,7.520000,14.100000,3,3.810000,2,False.
NV,69,510,397-6789,yes,yes,33,271.500000,98,46.160000,253.400000,102,21.540000,165.400000,85,7.440000,8.200000,2,2.210000,1,True.
WI,45,408,335-9501,no,no,0,112.800000,108,19.180000,218.800000,120,18.600000,240.200000,106,10.810000,9.000000,3,2.430000,2,False.
HI,73,408,388-1250,no,no,0,187.300000,118,31.840000,239.700000,90,20.370000,167.500000,108,7.540000,15.100000,2,4.080000,1,False.
DE,92,415,386-1374,no,no,0,197.000000,84,33.490000,269.300000,105,22.890000,158.900000,105,7.150000,10.800000,4,2.920000,1,False.
AZ,113,415,346-8112,no,yes,32,180.400000,89,30.670000,129.400000,124,11.000000,166.900000,124,7.510000,8.400000,2,2.270000,1,False.
VA,68,408,364-9040,yes,no,0,148.500000,126,25.250000,219.400000,125,18.650000,198.500000,121,8.930000,14.500000,7,3.920000,1,True.
GA,135,415,366-3944,no,yes,22,197.100000,113,33.510000,259.400000,95,22.050000,134.700000,135,6.060000,14.600000,5,3.940000,2,False.
AZ,100,415,331-9861,no,yes,26,153.700000,115,26.130000,137.800000,146,11.710000,213.500000,104,9.610000,15.900000,5,4.290000,1,False.
MN,96,415,330-2881,no,yes,27,261.300000,96,44.420000,220.900000,101,18.780000,179.400000,97,8.070000,11.300000,2,3.050000,1,False.
ME,108,510,402-9558,no,no,0,246.200000,102,41.850000,202.400000,134,17.200000,180.100000,95,8.100000,9.400000,5,2.540000,1,False.
FL,84,510,341-3180,no,no,0,191.000000,88,32.470000,318.800000,119,27.100000,247.300000,79,11.130000,6.500000,4,1.760000,0,False.
WA,134,408,371-8598,no,no,0,208.300000,86,35.410000,253.600000,89,21.560000,291.000000,86,13.100000,12.600000,3,3.400000,1,False.
MT,72,415,398-8385,no,no,0,253.000000,73,43.010000,219.300000,78,18.640000,210.800000,89,9.490000,9.800000,4,2.650000,0,False.
AL,83,408,333-4154,no,no,0,202.300000,87,34.390000,201.500000,111,17.130000,101.700000,82,4.580000,6.800000,4,1.840000,0,False.
WV,137,408,330-3589,no,no,0,174.400000,120,29.650000,156.300000,98,13.290000,136.500000,121,6.140000,10.200000,5,2.750000,0,False.
GA,56,415,417-1477,no,yes,30,127.100000,89,21.610000,172.100000,116,14.630000,194.600000,111,8.760000,12.100000,3,3.270000,1,False.
OH,61,510,327-5525,yes,yes,16,143.500000,76,24.400000,242.600000,58,20.620000,147.700000,95,6.650000,11.300000,3,3.050000,0,False.
DE,171,510,363-8244,no,yes,17,186.900000,94,31.770000,240.000000,138,20.400000,200.900000,64,9.040000,5.800000,3,1.570000,1,False.
NE,123,510,419-9104,no,no,0,194.000000,118,32.980000,242.000000,114,20.570000,146.300000,108,6.580000,12.100000,4,3.270000,1,False.
FL,58,510,363-1560,no,no,0,234.800000,89,39.920000,106.800000,131,9.080000,178.500000,122,8.030000,9.900000,6,2.670000,0,False.
AK,156,510,341-4075,no,no,0,123.700000,96,21.030000,103.000000,80,8.760000,189.400000,82,8.520000,13.100000,4,3.540000,1,False.
WI,166,510,366-9074,no,no,0,173.900000,103,29.560000,276.400000,83,23.490000,190.800000,113,8.590000,15.300000,5,4.130000,0,False.
WA,75,510,367-1424,no,yes,41,130.900000,115,22.250000,203.400000,110,17.290000,171.700000,68,7.730000,12.400000,4,3.350000,1,False.
KY,75,415,341-1191,no,no,0,314.600000,102,53.480000,169.800000,86,14.430000,285.100000,100,12.830000,5.700000,3,1.540000,2,True.
OH,83,510,342-9480,no,no,0,227.900000,78,38.740000,207.500000,115,17.640000,211.700000,100,9.530000,12.100000,5,3.270000,1,False.
UT,243,510,355-9360,no,no,0,95.500000,92,16.240000,163.700000,63,13.910000,264.200000,118,11.890000,6.600000,6,1.780000,2,False.
NM,153,408,343-1538,no,no,0,185.300000,127,31.500000,208.000000,73,17.680000,206.100000,124,9.270000,15.100000,3,4.080000,1,False.
MN,150,415,335-2331,no,no,0,146.300000,133,24.870000,202.700000,95,17.230000,234.700000,103,10.560000,13.100000,3,3.540000,1,False.
WV,92,510,335-7257,no,yes,16,184.000000,99,31.280000,76.400000,134,6.490000,185.100000,96,8.330000,12.700000,3,3.430000,2,False.
MN,80,415,332-2137,no,no,0,105.800000,110,17.990000,43.900000,88,3.730000,189.600000,87,8.530000,13.100000,5,3.540000,0,False.
AL,134,415,352-2998,no,no,0,178.000000,110,30.260000,153.800000,64,13.070000,236.600000,105,10.650000,11.700000,4,3.160000,1,False.
PA,77,510,346-6941,no,yes,24,149.400000,74,25.400000,123.900000,72,10.530000,174.300000,84,7.840000,10.100000,6,2.730000,1,False.
DE,147,510,400-2203,no,no,0,209.400000,104,35.600000,132.500000,78,11.260000,149.400000,123,6.720000,11.300000,3,3.050000,2,False.
MO,74,415,421-2955,no,no,0,172.100000,105,29.260000,211.700000,99,17.990000,182.200000,105,8.200000,11.600000,6,3.130000,1,False.
IL,138,510,331-6629,yes,no,0,169.300000,82,28.780000,217.900000,147,18.520000,184.200000,77,8.290000,9.400000,9,2.540000,1,False.
FL,143,415,343-6314,no,no,0,119.100000,117,20.250000,287.700000,136,24.450000,223.000000,100,10.040000,12.200000,4,3.290000,0,False.
HI,64,415,414-6638,no,no,0,194.200000,147,33.010000,173.400000,87,14.740000,268.700000,114,12.090000,5.500000,2,1.490000,2,False.
ME,120,510,350-5883,no,no,0,198.800000,56,33.800000,230.100000,73,19.560000,119.800000,81,5.390000,9.900000,3,2.670000,2,False.
CO,121,408,409-4447,yes,no,0,167.700000,94,28.510000,93.700000,121,7.960000,241.300000,115,10.860000,13.400000,1,3.620000,3,True.
NH,88,415,376-4856,no,no,0,202.200000,86,34.370000,216.800000,93,18.430000,239.400000,99,10.770000,11.800000,2,3.190000,2,False.
SC,87,408,335-1874,no,no,0,322.500000,106,54.830000,204.600000,93,17.390000,186.200000,128,8.380000,9.400000,4,2.540000,2,True.
IN,100,510,397-6255,no,no,0,216.200000,107,36.750000,215.600000,84,18.330000,138.400000,127,6.230000,10.200000,3,2.750000,0,False.
FL,104,415,381-5047,no,no,0,76.400000,116,12.990000,115.600000,74,9.830000,226.300000,94,10.180000,9.400000,3,2.540000,3,False.
GA,27,510,403-6850,no,no,0,72.700000,75,12.360000,208.600000,117,17.730000,65.800000,71,2.960000,9.900000,3,2.670000,1,False.
IL,81,415,375-3658,no,yes,31,210.400000,100,35.770000,225.500000,97,19.170000,168.700000,120,7.590000,9.700000,4,2.620000,0,False.
NC,64,510,341-2603,yes,yes,33,127.200000,93,21.620000,162.900000,104,13.850000,247.400000,109,11.130000,8.100000,13,2.190000,0,False.
VT,107,510,342-5062,no,yes,28,201.800000,79,34.310000,304.900000,128,25.920000,225.600000,133,10.150000,11.900000,8,3.210000,1,False.
DC,88,415,354-1558,no,yes,17,219.500000,78,37.320000,222.100000,94,18.880000,188.300000,92,8.470000,16.100000,5,4.350000,1,False.
VT,111,408,351-9537,no,no,0,99.300000,112,16.880000,270.500000,136,22.990000,225.300000,94,10.140000,9.000000,6,2.430000,3,False.
NV,77,415,401-1252,no,no,0,239.200000,114,40.660000,150.000000,115,12.750000,160.800000,81,7.240000,10.300000,2,2.780000,5,False.
OR,67,415,366-9538,yes,no,0,120.900000,58,20.550000,235.000000,88,19.980000,95.100000,130,4.280000,11.400000,11,3.080000,2,False.
AL,102,408,364-7622,no,no,0,224.700000,81,38.200000,129.400000,112,11.000000,167.600000,109,7.540000,15.800000,6,4.270000,1,False.
ND,146,408,393-9918,no,yes,19,176.600000,88,30.020000,162.700000,66,13.830000,215.500000,98,9.700000,14.600000,6,3.940000,1,False.
FL,144,415,376-4484,no,yes,51,283.900000,98,48.260000,192.000000,109,16.320000,196.300000,85,8.830000,10.000000,4,2.700000,1,False.
NE,96,415,410-6791,no,no,0,180.600000,92,30.700000,190.900000,114,16.230000,295.600000,125,13.300000,10.300000,4,2.780000,1,True.
ND,70,415,343-2392,no,yes,31,125.900000,101,21.400000,196.400000,102,16.690000,252.700000,75,11.370000,10.300000,4,2.780000,1,False.
ME,149,408,408-4323,no,no,0,237.600000,79,40.390000,192.400000,107,16.350000,207.400000,111,9.330000,9.100000,9,2.460000,0,False.
IL,129,415,395-1718,no,no,0,198.400000,91,33.730000,264.700000,106,22.500000,111.400000,101,5.010000,9.200000,2,2.480000,2,False.
WA,166,408,354-9492,no,no,0,274.300000,110,46.630000,52.900000,109,4.500000,246.100000,119,11.070000,10.900000,5,2.940000,0,False.
MA,136,408,367-8168,yes,no,0,199.600000,89,33.930000,211.400000,96,17.970000,72.400000,84,3.260000,11.000000,4,2.970000,3,True.
KS,149,510,340-3500,no,no,0,217.700000,91,37.010000,273.500000,74,23.250000,226.900000,99,10.210000,9.600000,3,2.590000,3,False.
RI,70,415,369-4962,no,no,0,134.700000,96,22.900000,235.900000,90,20.050000,260.200000,113,11.710000,7.600000,6,2.050000,3,False.
MO,120,415,334-8967,no,yes,24,212.700000,73,36.160000,257.500000,103,21.890000,227.800000,119,10.250000,9.700000,13,2.620000,2,False.
IA,66,510,402-2377,no,no,0,256.300000,135,43.570000,180.200000,106,15.320000,187.300000,135,8.430000,6.200000,7,1.670000,2,False.
WY,104,408,366-3917,no,no,0,183.600000,133,31.210000,120.700000,98,10.260000,215.100000,112,9.680000,12.700000,2,3.430000,1,False.
NV,160,415,333-3531,no,no,0,176.200000,90,29.950000,196.000000,115,16.660000,263.900000,95,11.880000,9.200000,4,2.480000,1,False.
WI,129,415,333-8954,no,yes,37,205.000000,94,34.850000,165.400000,103,14.060000,185.000000,81,8.320000,11.700000,8,3.160000,1,False.
AL,93,408,374-9203,no,no,0,267.900000,114,45.540000,223.000000,74,18.960000,262.700000,90,11.820000,11.300000,3,3.050000,3,True.
HI,169,415,334-3289,no,no,0,179.200000,111,30.460000,175.200000,130,14.890000,228.600000,92,10.290000,9.900000,6,2.670000,2,False.
MO,58,415,353-7822,no,no,0,149.400000,145,25.400000,196.500000,105,16.700000,209.500000,108,9.430000,14.900000,3,4.020000,1,False.
CA,75,510,350-1422,no,yes,38,163.600000,132,27.810000,146.700000,113,12.470000,345.800000,115,15.560000,13.100000,3,3.540000,3,False.
MO,45,408,385-8406,no,no,0,207.600000,71,35.290000,152.700000,94,12.980000,217.800000,125,9.800000,12.400000,13,3.350000,1,False.
CT,155,510,380-7277,no,no,0,165.400000,108,28.120000,183.700000,103,15.610000,80.200000,108,3.610000,8.900000,4,2.400000,3,False.
MD,52,415,352-1798,no,no,0,209.800000,114,35.670000,171.300000,82,14.560000,154.600000,119,6.960000,9.900000,9,2.670000,4,False.
OH,119,415,385-7922,no,yes,27,220.100000,128,37.420000,268.200000,133,22.800000,146.500000,80,6.590000,11.100000,3,3.000000,0,False.
NV,86,510,353-7730,no,no,0,141.300000,72,24.020000,154.300000,95,13.120000,210.600000,91,9.480000,8.200000,5,2.210000,1,False.
MD,42,408,337-7163,no,no,0,196.500000,89,33.410000,241.300000,123,20.510000,143.200000,105,6.440000,4.000000,7,1.080000,0,False.
NE,127,510,348-5567,yes,no,0,180.900000,114,30.750000,209.500000,118,17.810000,249.900000,105,11.250000,7.400000,4,2.000000,2,False.
OH,123,408,420-9575,no,no,0,105.000000,150,17.850000,251.600000,90,21.390000,258.000000,93,11.610000,14.900000,5,4.020000,0,False.
MA,98,510,366-3358,no,no,0,271.400000,119,46.140000,190.400000,102,16.180000,284.700000,118,12.810000,11.100000,6,3.000000,4,True.
OK,149,510,359-9972,no,yes,43,206.700000,79,35.140000,174.600000,122,14.840000,241.500000,80,10.870000,10.900000,3,2.940000,1,False.
MA,160,408,387-3332,no,no,0,166.800000,109,28.360000,236.000000,117,20.060000,307.600000,77,13.840000,9.300000,1,2.510000,1,False.
WA,103,415,354-6960,no,no,0,204.900000,107,34.830000,135.200000,102,11.490000,208.200000,106,9.370000,10.400000,3,2.810000,5,False.
HI,132,415,405-3335,no,yes,15,154.600000,128,26.280000,245.600000,106,20.880000,148.600000,90,6.690000,9.100000,4,2.460000,1,False.
CO,137,415,379-4257,no,no,0,127.000000,107,21.590000,323.200000,75,27.470000,143.900000,127,6.480000,7.500000,2,2.030000,1,False.
FL,129,415,355-4992,yes,no,0,267.400000,78,45.460000,204.200000,85,17.360000,111.700000,146,5.030000,5.900000,4,1.590000,1,False.
WI,62,415,383-6373,no,no,0,281.000000,66,47.770000,160.600000,108,13.650000,77.900000,74,3.510000,0.000000,0,0.000000,1,False.
ID,122,510,382-7993,no,yes,33,270.800000,96,46.040000,220.400000,110,18.730000,169.900000,104,7.650000,11.800000,8,3.190000,4,False.
WY,32,408,422-5865,no,no,0,171.200000,82,29.100000,185.600000,102,15.780000,203.300000,64,9.150000,10.200000,7,2.750000,1,False.
GA,86,510,410-9961,no,no,0,124.100000,82,21.100000,202.600000,120,17.220000,289.600000,119,13.030000,6.700000,8,1.810000,3,False.
FL,130,415,343-9946,no,no,0,162.800000,113,27.680000,290.300000,111,24.680000,114.900000,140,5.170000,7.200000,3,1.940000,1,False.
WY,42,408,357-7060,no,no,0,146.300000,84,24.870000,255.900000,113,21.750000,45.000000,117,2.030000,8.000000,12,2.160000,1,False.
DE,73,415,355-9541,no,no,0,254.800000,85,43.320000,143.400000,80,12.190000,153.900000,102,6.930000,15.000000,7,4.050000,2,False.
ME,66,408,378-4145,no,yes,26,254.900000,108,43.330000,243.200000,135,20.670000,190.800000,95,8.590000,5.400000,3,1.460000,2,False.
DC,103,510,386-2317,no,yes,31,107.700000,124,18.310000,188.900000,104,16.060000,196.200000,98,8.830000,8.900000,3,2.400000,0,False.
IA,128,408,335-8146,no,no,0,158.800000,75,27.000000,264.800000,91,22.510000,270.000000,77,12.150000,7.600000,7,2.050000,1,False.
CO,104,415,377-2235,no,no,0,182.900000,113,31.090000,239.600000,85,20.370000,229.800000,104,10.340000,5.500000,4,1.490000,2,False.
MN,103,415,386-9141,no,no,0,198.500000,112,33.750000,42.500000,90,3.610000,179.200000,124,8.060000,12.400000,5,3.350000,0,False.
VT,124,415,416-5623,no,no,0,178.400000,72,30.330000,233.600000,134,19.860000,179.400000,91,8.070000,12.000000,2,3.240000,0,False.
AZ,87,510,327-3053,no,no,0,110.900000,91,18.850000,158.500000,115,13.470000,207.500000,131,9.340000,6.200000,5,1.670000,1,False.
LA,109,415,395-6195,no,yes,27,166.900000,85,28.370000,221.200000,92,18.800000,197.300000,97,8.880000,12.300000,4,3.320000,1,True.
MO,167,415,397-8772,yes,no,0,244.800000,91,41.620000,60.800000,105,5.170000,176.700000,110,7.950000,10.700000,3,2.890000,2,False.
ME,97,510,346-7656,no,no,0,120.800000,96,20.540000,169.800000,101,14.430000,194.100000,63,8.730000,11.900000,3,3.210000,4,True.
MD,106,415,343-2350,no,no,0,165.300000,118,28.100000,210.000000,101,17.850000,187.200000,93,8.420000,8.500000,3,2.300000,2,False.
VT,125,415,372-4722,no,no,0,126.700000,113,21.540000,155.500000,131,13.220000,206.200000,112,9.280000,14.400000,7,3.890000,2,False.
DC,108,408,399-8615,no,yes,35,215.900000,106,36.700000,200.600000,107,17.050000,195.400000,107,8.790000,15.500000,7,4.190000,0,False.
WY,125,415,379-8248,no,no,0,140.100000,132,23.820000,209.600000,126,17.820000,264.100000,77,11.880000,8.000000,2,2.160000,1,False.
VA,89,415,414-6219,no,yes,32,209.900000,113,35.680000,249.800000,104,21.230000,224.200000,92,10.090000,8.700000,7,2.350000,1,False.
VA,72,510,387-1343,yes,yes,29,139.800000,114,23.770000,138.200000,91,11.750000,221.000000,88,9.950000,5.500000,6,1.490000,0,False.
CT,23,510,370-5527,no,no,0,321.600000,107,54.670000,251.600000,115,21.390000,141.100000,158,6.350000,11.300000,3,3.050000,2,True.
HI,149,510,393-8736,no,no,0,166.600000,61,28.320000,218.800000,107,18.600000,208.300000,131,9.370000,8.200000,6,2.210000,7,False.
WI,73,415,402-7626,no,no,0,214.200000,90,36.410000,196.800000,78,16.730000,157.900000,112,7.110000,5.900000,8,1.590000,0,False.
MD,61,415,370-2688,no,no,0,260.000000,123,44.200000,210.500000,127,17.890000,234.700000,70,10.560000,9.000000,3,2.430000,1,True.
WV,161,415,418-9036,no,no,0,191.900000,113,32.620000,70.900000,87,6.030000,204.800000,107,9.220000,13.400000,4,3.620000,4,True.
VT,73,408,417-2035,no,no,0,213.000000,95,36.210000,188.800000,104,16.050000,136.200000,89,6.130000,13.500000,3,3.650000,0,False.
UT,118,415,355-3602,no,yes,24,118.100000,83,20.080000,109.600000,72,9.320000,245.500000,73,11.050000,16.900000,2,4.560000,1,False.
CO,23,408,393-4027,no,no,0,190.200000,89,32.330000,166.400000,108,14.140000,219.800000,73,9.890000,15.000000,4,4.050000,6,False.
NC,127,415,418-5141,no,yes,25,82.200000,95,13.970000,163.300000,109,13.880000,264.900000,104,11.920000,5.100000,6,1.380000,0,False.
NJ,42,415,406-1247,no,yes,32,163.800000,80,27.850000,177.800000,123,15.110000,190.400000,106,8.570000,8.100000,5,2.190000,0,False.
AR,118,415,402-3892,no,no,0,267.800000,145,45.530000,316.400000,121,26.890000,208.600000,91,9.390000,14.400000,11,3.890000,5,True.
IA,45,510,332-2965,no,no,0,159.800000,91,27.170000,120.400000,86,10.230000,163.000000,93,7.340000,10.600000,3,2.860000,2,False.
GA,50,408,377-1218,no,yes,24,214.300000,129,36.430000,289.800000,55,24.630000,312.500000,130,14.060000,10.600000,4,2.860000,1,False.
MO,179,510,355-2464,no,no,0,287.300000,123,48.840000,288.000000,114,24.480000,266.000000,112,11.970000,10.500000,4,2.840000,0,True.
MO,152,408,404-4611,no,no,0,101.200000,122,17.200000,141.600000,87,12.040000,198.500000,124,8.930000,7.500000,3,2.030000,2,False.
WY,105,415,373-2339,no,no,0,102.800000,74,17.480000,281.700000,125,23.940000,228.100000,113,10.260000,13.200000,5,3.560000,2,False.
HI,72,415,410-3503,no,no,0,109.100000,97,18.550000,115.700000,96,9.830000,295.800000,84,13.310000,8.300000,6,2.240000,0,False.
PA,52,408,410-4739,no,no,0,215.900000,67,36.700000,217.000000,108,18.450000,342.800000,130,15.430000,5.200000,2,1.400000,1,False.
TX,125,415,365-3562,no,no,0,203.400000,110,34.580000,128.700000,97,10.940000,190.500000,113,8.570000,11.000000,4,2.970000,1,False.
VA,143,510,387-7641,no,no,0,110.100000,113,18.720000,169.000000,59,14.370000,166.700000,94,7.500000,9.200000,2,2.480000,1,False.
RI,65,415,385-9744,no,no,0,111.000000,51,18.870000,219.800000,84,18.680000,202.000000,89,9.090000,4.400000,14,1.190000,1,False.
WI,80,415,398-5006,no,no,0,239.900000,121,40.780000,142.300000,51,12.100000,364.300000,106,16.390000,9.300000,5,2.510000,1,False.
MS,1,415,408-3977,no,no,0,144.800000,107,24.620000,112.500000,66,9.560000,218.700000,79,9.840000,13.800000,3,3.730000,1,False.
KY,60,408,334-2729,no,no,0,135.400000,134,23.020000,205.900000,85,17.500000,204.000000,103,9.180000,7.900000,4,2.130000,1,False.
NC,43,415,334-7685,no,no,0,84.200000,134,14.310000,80.800000,103,6.870000,196.100000,79,8.820000,10.800000,2,2.920000,1,False.
NV,143,415,350-9228,no,no,0,209.100000,127,35.550000,106.100000,80,9.020000,179.600000,90,8.080000,14.000000,6,3.780000,0,False.
UT,81,415,407-5774,no,yes,24,130.100000,117,22.120000,196.000000,61,16.660000,139.300000,123,6.270000,11.400000,5,3.080000,0,False.
ME,205,510,413-4039,no,yes,24,175.800000,139,29.890000,155.000000,98,13.180000,180.700000,64,8.130000,7.800000,5,2.110000,2,False.
HI,24,415,343-2077,no,no,0,241.900000,104,41.120000,145.200000,112,12.340000,214.500000,105,9.650000,6.600000,5,1.780000,1,False.
OH,74,415,336-5661,no,no,0,136.700000,106,23.240000,228.600000,105,19.430000,265.300000,114,11.940000,9.800000,4,2.650000,0,False.
WV,77,510,355-4143,no,no,0,67.700000,68,11.510000,195.700000,86,16.630000,236.500000,137,10.640000,12.000000,2,3.240000,1,False.
OK,74,415,366-5918,no,no,0,200.400000,87,34.070000,309.200000,105,26.280000,152.100000,118,6.840000,10.000000,2,2.700000,1,False.
KY,74,510,368-7555,yes,no,0,125.800000,103,21.390000,207.700000,96,17.650000,207.400000,143,9.330000,14.100000,4,3.810000,1,True.
AL,200,408,408-2119,no,no,0,128.200000,87,21.790000,133.200000,105,11.320000,177.600000,123,7.990000,11.200000,2,3.020000,1,False.
MD,86,408,329-2789,no,no,0,226.300000,88,38.470000,223.000000,107,18.960000,255.600000,92,11.500000,13.000000,3,3.510000,4,False.
NE,91,510,334-1508,no,yes,37,162.300000,107,27.590000,233.900000,115,19.880000,277.400000,94,12.480000,9.200000,4,2.480000,0,False.
DC,76,415,337-1506,no,no,0,224.400000,121,38.150000,147.900000,97,12.570000,183.800000,74,8.270000,6.700000,2,1.810000,2,False.
TX,130,415,396-8400,no,no,0,120.500000,127,20.490000,189.700000,52,16.120000,270.100000,107,12.150000,14.300000,2,3.860000,1,False.
OH,56,408,349-2654,no,no,0,91.100000,90,15.490000,179.300000,115,15.240000,300.700000,89,13.530000,11.900000,8,3.210000,2,False.
DE,117,415,417-2716,no,no,0,168.800000,137,28.700000,241.400000,107,20.520000,204.800000,106,9.220000,15.500000,4,4.190000,0,False.
IA,63,510,402-1725,no,no,0,153.500000,81,26.100000,287.300000,115,24.420000,230.200000,85,10.360000,6.500000,5,1.760000,2,False.
VT,126,415,403-3229,no,no,0,226.200000,88,38.450000,140.300000,114,11.930000,208.900000,110,9.400000,6.400000,2,1.730000,0,False.
OR,132,510,353-6056,no,no,0,191.900000,107,32.620000,206.900000,127,17.590000,272.000000,88,12.240000,12.600000,2,3.400000,1,False.
NV,81,415,399-9802,no,yes,28,167.900000,147,28.540000,190.700000,105,16.210000,193.000000,103,8.690000,9.200000,6,2.480000,4,True.
NC,122,415,366-7069,no,no,0,180.000000,88,30.600000,145.000000,77,12.330000,233.700000,120,10.520000,11.500000,6,3.110000,2,False.
NJ,46,408,332-5949,no,no,0,257.400000,67,43.760000,261.100000,91,22.190000,204.400000,107,9.200000,13.400000,5,3.620000,2,True.
MN,150,415,393-6376,no,yes,28,174.400000,75,29.650000,169.900000,80,14.440000,201.600000,130,9.070000,11.000000,4,2.970000,1,False.
ID,99,408,354-7025,no,no,0,159.700000,83,27.150000,155.400000,121,13.210000,255.700000,114,11.510000,8.400000,3,2.270000,1,False.
AL,87,408,351-6585,no,no,0,237.200000,124,40.320000,222.600000,87,18.920000,173.300000,81,7.800000,11.000000,3,2.970000,1,False.
AK,108,415,330-5462,no,no,0,103.000000,129,17.510000,242.300000,103,20.600000,170.200000,89,7.660000,7.900000,3,2.130000,1,False.
VT,101,415,407-2292,no,no,0,153.800000,89,26.150000,234.000000,89,19.890000,196.300000,77,8.830000,11.600000,2,3.130000,4,False.
PA,53,415,340-3011,no,no,0,205.100000,86,34.870000,160.500000,95,13.640000,149.500000,142,6.730000,10.700000,2,2.890000,3,False.
AK,132,415,345-9153,no,yes,39,175.700000,93,29.870000,187.200000,94,15.910000,225.500000,118,10.150000,8.600000,3,2.320000,2,False.
CA,158,510,379-5503,no,no,0,155.900000,123,26.500000,224.200000,112,19.060000,221.000000,116,9.950000,8.600000,8,2.320000,2,False.
MS,114,415,389-6790,no,yes,34,154.400000,109,26.250000,221.400000,142,18.820000,208.500000,103,9.380000,10.300000,5,2.780000,0,False.
AR,77,415,408-3610,no,yes,23,209.700000,73,35.650000,183.600000,63,15.610000,205.500000,111,9.250000,7.100000,3,1.920000,2,False.
NV,144,415,375-8238,yes,no,0,150.000000,69,25.500000,285.900000,73,24.300000,190.600000,121,8.580000,9.400000,15,2.540000,0,False.
AL,91,510,378-5633,no,yes,23,232.400000,97,39.510000,186.000000,88,15.810000,190.500000,128,8.570000,12.300000,3,3.320000,3,False.
GA,58,408,389-9120,no,no,0,165.400000,100,28.120000,115.700000,87,9.830000,193.800000,118,8.720000,12.800000,5,3.460000,2,False.
AR,5,415,380-2758,no,no,0,199.200000,106,33.860000,187.300000,12,15.920000,214.000000,85,9.630000,13.300000,3,3.590000,3,False.
MA,97,408,402-2728,no,no,0,217.600000,81,36.990000,320.500000,51,27.240000,150.700000,110,6.780000,4.200000,3,1.130000,0,False.
NJ,107,415,354-9062,no,no,0,212.100000,95,36.060000,150.100000,88,12.760000,219.800000,111,9.890000,7.700000,2,2.080000,3,False.
MO,142,415,417-2054,no,yes,30,154.000000,75,26.180000,165.800000,97,14.090000,270.000000,83,12.150000,10.800000,5,2.920000,1,False.
NY,9,408,353-1941,no,yes,31,193.800000,130,32.950000,202.600000,98,17.220000,191.200000,102,8.600000,13.300000,2,3.590000,1,False.
AZ,73,415,328-1522,no,no,0,175.400000,130,29.820000,248.100000,105,21.090000,122.400000,85,5.510000,12.200000,4,3.290000,0,False.
NJ,48,510,408-4529,no,yes,22,152.000000,63,25.840000,258.800000,131,22.000000,263.200000,109,11.840000,15.700000,5,4.240000,2,True.
WV,43,408,417-5320,no,no,0,230.200000,147,39.130000,186.700000,121,15.870000,128.400000,100,5.780000,9.200000,3,2.480000,0,False.
NM,122,408,370-9755,no,yes,33,174.900000,103,29.730000,248.200000,105,21.100000,164.600000,116,7.410000,13.500000,3,3.650000,1,True.
SC,93,415,372-4835,no,no,0,190.200000,68,32.330000,262.200000,64,22.290000,130.000000,92,5.850000,8.800000,4,2.380000,0,False.
VT,85,415,334-6605,no,no,0,176.400000,122,29.990000,224.900000,123,19.120000,219.600000,50,9.880000,11.500000,1,3.110000,1,False.
TN,59,415,399-5564,no,no,0,160.900000,95,27.350000,251.200000,65,21.350000,273.400000,97,12.300000,5.000000,5,1.350000,3,False.
LA,87,415,392-2887,no,no,0,228.700000,90,38.880000,163.000000,99,13.860000,154.100000,90,6.930000,11.800000,3,3.190000,1,False.
OH,137,408,328-2110,no,no,0,144.000000,90,24.480000,181.600000,100,15.440000,128.100000,93,5.760000,12.300000,2,3.320000,0,False.
OR,21,510,383-5976,no,yes,31,135.900000,90,23.100000,271.000000,84,23.040000,179.100000,89,8.060000,9.500000,7,2.570000,6,False.
DE,129,510,332-6181,no,no,0,334.300000,118,56.830000,192.100000,104,16.330000,191.000000,83,8.590000,10.400000,6,2.810000,0,True.
KY,104,415,330-5255,no,no,0,130.500000,77,22.190000,131.200000,117,11.150000,264.700000,63,11.910000,13.000000,6,3.510000,0,False.
GA,93,408,413-5190,no,yes,21,134.200000,105,22.810000,162.500000,128,13.810000,186.600000,90,8.400000,11.800000,2,3.190000,4,True.
VT,63,415,394-7447,no,no,0,278.000000,102,47.260000,266.400000,114,22.640000,224.100000,118,10.080000,13.100000,4,3.540000,4,True.
OR,161,415,353-7096,no,no,0,105.400000,70,17.920000,214.800000,122,18.260000,223.600000,126,10.060000,7.800000,5,2.110000,0,False.
TX,50,510,395-6002,no,no,0,188.900000,94,32.110000,203.900000,104,17.330000,151.800000,124,6.830000,11.600000,8,3.130000,3,False.
MO,103,408,372-9816,no,yes,24,111.800000,85,19.010000,239.600000,102,20.370000,268.300000,81,12.070000,6.900000,4,1.860000,1,False.
ND,84,415,400-7253,no,yes,33,159.100000,106,27.050000,149.800000,101,12.730000,213.400000,108,9.600000,13.000000,18,3.510000,1,False.
MN,92,510,344-7470,no,no,0,212.400000,105,36.110000,224.600000,118,19.090000,221.300000,105,9.960000,9.000000,4,2.430000,1,False.
NV,77,415,378-8572,no,no,0,142.300000,112,24.190000,306.300000,111,26.040000,196.500000,82,8.840000,9.900000,1,2.670000,1,False.
NY,64,415,345-9140,yes,no,0,346.800000,55,58.960000,249.500000,79,21.210000,275.400000,102,12.390000,13.300000,9,3.590000,1,True.
FL,159,415,340-5460,no,yes,15,113.900000,102,19.360000,145.300000,146,12.350000,195.200000,137,8.780000,11.800000,9,3.190000,1,False.
KS,110,415,369-8024,yes,yes,27,267.900000,103,45.540000,263.300000,74,22.380000,178.100000,106,8.010000,8.300000,2,2.240000,1,True.
NV,138,510,395-8595,no,no,0,171.400000,117,29.140000,115.200000,128,9.790000,224.500000,115,10.100000,17.000000,4,4.590000,3,False.
NV,178,408,359-4587,no,no,0,275.400000,150,46.820000,187.500000,62,15.940000,147.100000,126,6.620000,13.600000,3,3.670000,1,False.
SC,38,415,375-5439,no,yes,31,197.200000,118,33.520000,249.900000,70,21.240000,298.900000,104,13.450000,3.900000,2,1.050000,0,False.
MI,50,415,361-3779,no,yes,35,192.600000,97,32.740000,135.200000,101,11.490000,216.200000,101,9.730000,7.900000,2,2.130000,2,False.
MI,45,510,375-8934,no,yes,26,91.700000,104,15.590000,150.600000,119,12.800000,63.300000,103,2.850000,7.700000,5,2.080000,1,False.
TN,70,510,395-4757,no,no,0,126.300000,99,21.470000,141.600000,106,12.040000,255.900000,96,11.520000,9.600000,2,2.590000,0,False.
NY,147,510,421-7205,no,yes,33,251.500000,107,42.760000,234.100000,110,19.900000,213.400000,87,9.600000,10.400000,6,2.810000,3,False.
NV,94,510,379-8805,no,no,0,190.600000,108,32.400000,152.300000,95,12.950000,144.700000,97,6.510000,7.500000,5,2.030000,1,False.
IL,179,510,348-2150,no,no,0,116.100000,101,19.740000,201.800000,99,17.150000,181.900000,103,8.190000,11.600000,5,3.130000,0,False.
MS,116,415,417-9128,no,no,0,217.300000,91,36.940000,216.100000,95,18.370000,148.100000,76,6.660000,11.300000,3,3.050000,2,False.
ND,59,510,351-4226,no,no,0,179.400000,80,30.500000,232.500000,99,19.760000,175.800000,105,7.910000,14.700000,3,3.970000,0,False.
NC,165,415,330-6630,no,no,0,207.700000,109,35.310000,164.800000,94,14.010000,54.500000,91,2.450000,7.900000,3,2.130000,0,False.
MI,133,408,387-9137,no,no,0,277.300000,138,47.140000,228.400000,117,19.410000,117.300000,103,5.280000,12.800000,4,3.460000,2,True.
TN,140,415,372-3987,no,no,0,125.300000,84,21.300000,167.600000,121,14.250000,260.600000,94,11.730000,8.400000,4,2.270000,1,False.
VT,93,408,408-5183,no,yes,32,138.100000,91,23.480000,167.300000,72,14.220000,238.900000,115,10.750000,6.800000,3,1.840000,2,False.
OK,52,510,412-9357,no,yes,38,169.300000,88,28.780000,225.900000,97,19.200000,172.000000,86,7.740000,8.200000,3,2.210000,0,False.
DE,64,415,402-3599,no,yes,27,201.300000,101,34.220000,143.800000,89,12.220000,150.200000,127,6.760000,12.300000,3,3.320000,1,False.
ND,12,510,379-5211,yes,no,0,216.700000,117,36.840000,116.500000,126,9.900000,220.000000,110,9.900000,9.800000,4,2.650000,2,False.
OR,48,415,405-9217,no,no,0,190.400000,92,32.370000,317.500000,85,26.990000,133.400000,113,6.000000,8.300000,4,2.240000,2,False.
NY,181,408,340-9200,no,no,0,143.300000,91,24.360000,195.500000,58,16.620000,223.300000,95,10.050000,6.000000,7,1.620000,1,False.
MO,168,415,339-9026,no,yes,42,97.400000,57,16.560000,203.600000,98,17.310000,173.900000,124,7.830000,11.400000,2,3.080000,2,False.
FL,155,415,343-4772,no,no,0,181.400000,111,30.840000,167.700000,92,14.250000,168.500000,122,7.580000,11.300000,3,3.050000,3,False.
ND,105,510,345-2108,no,no,0,246.400000,83,41.890000,256.200000,101,21.780000,169.000000,151,7.610000,3.800000,4,1.030000,0,False.
NY,11,415,401-4650,no,no,0,143.400000,130,24.380000,289.400000,50,24.600000,194.000000,100,8.730000,9.700000,6,2.620000,2,False.
ND,182,415,400-3945,no,no,0,104.900000,111,17.830000,198.500000,120,16.870000,258.200000,91,11.620000,8.000000,5,2.160000,2,False.
NY,104,415,338-3781,no,no,0,156.200000,93,26.550000,193.000000,54,16.410000,222.700000,94,10.020000,13.100000,5,3.540000,1,False.
OH,102,415,342-6316,no,no,0,114.800000,125,19.520000,81.900000,126,6.960000,304.300000,101,13.690000,12.000000,4,3.240000,0,False.
AL,122,415,336-5920,no,no,0,232.500000,96,39.530000,205.500000,120,17.470000,213.700000,91,9.620000,11.900000,2,3.210000,0,False.
SC,41,415,332-1060,no,no,0,143.600000,117,24.410000,152.400000,108,12.950000,194.400000,110,8.750000,8.600000,3,2.320000,1,False.
GA,132,415,418-3426,no,no,0,176.700000,132,30.040000,244.100000,80,20.750000,176.300000,120,7.930000,9.100000,4,2.460000,2,False.
WY,76,415,408-6326,no,no,0,263.400000,148,44.780000,230.300000,69,19.580000,170.600000,101,7.680000,11.400000,5,3.080000,1,True.
WV,13,415,334-6142,no,no,0,146.400000,74,24.890000,148.500000,92,12.620000,216.700000,96,9.750000,11.300000,3,3.050000,1,False.
HI,115,415,336-6128,no,yes,33,145.000000,72,24.650000,194.500000,157,16.530000,242.300000,138,10.900000,14.200000,3,3.830000,2,False.
WV,67,408,406-6708,no,no,0,167.800000,91,28.530000,167.700000,69,14.250000,110.300000,71,4.960000,8.400000,12,2.270000,1,False.
LA,154,510,388-8670,no,no,0,166.900000,99,28.370000,154.900000,97,13.170000,189.400000,89,8.520000,7.200000,5,1.940000,0,False.
AR,100,510,363-5853,no,no,0,142.500000,87,24.230000,195.700000,88,16.630000,122.100000,117,5.490000,7.800000,8,2.110000,2,False.
AK,146,510,383-6544,yes,no,0,133.000000,65,22.610000,262.800000,93,22.340000,214.300000,128,9.640000,11.200000,3,3.020000,1,False.
DC,148,415,378-2940,no,yes,11,252.900000,129,42.990000,284.300000,88,24.170000,262.800000,99,11.830000,12.300000,1,3.320000,1,False.
AL,67,415,338-7683,no,yes,28,95.000000,94,16.150000,291.200000,73,24.750000,159.600000,114,7.180000,10.000000,2,2.700000,2,False.
UT,161,510,329-2786,yes,no,0,194.200000,106,33.010000,249.400000,105,21.200000,254.900000,129,11.470000,12.900000,1,3.480000,1,True.
KS,70,415,369-9465,no,no,0,222.800000,114,37.880000,215.900000,113,18.350000,223.500000,122,10.060000,0.000000,0,0.000000,1,False.
MN,116,510,337-3769,no,no,0,201.800000,82,34.310000,231.500000,95,19.680000,226.100000,130,10.170000,16.500000,5,4.460000,0,False.
VA,99,415,400-6257,no,yes,42,216.000000,125,36.720000,232.300000,104,19.750000,215.500000,100,9.700000,9.300000,4,2.510000,2,True.
UT,87,415,411-6663,no,no,0,146.300000,108,24.870000,171.800000,102,14.600000,167.500000,66,7.540000,5.300000,9,1.430000,1,False.
IN,87,510,384-3101,no,no,0,234.800000,85,39.920000,140.900000,91,11.980000,204.300000,93,9.190000,9.500000,5,2.570000,1,False.
CT,70,408,339-5329,no,no,0,198.600000,111,33.760000,213.900000,115,18.180000,171.200000,105,7.700000,10.600000,6,2.860000,2,False.
DE,131,408,388-9944,no,no,0,94.400000,80,16.050000,215.100000,101,18.280000,179.700000,108,8.090000,13.100000,9,3.540000,2,False.
VT,119,510,403-1769,no,no,0,190.400000,74,32.370000,215.600000,113,18.330000,161.200000,111,7.250000,10.000000,1,2.700000,2,False.
MO,119,408,390-1612,no,yes,32,142.600000,77,24.240000,208.200000,126,17.700000,171.000000,102,7.690000,12.000000,2,3.240000,3,False.
RI,87,510,421-7214,yes,no,0,134.200000,80,22.810000,165.000000,71,14.030000,173.100000,102,7.790000,10.700000,5,2.890000,0,False.
CA,112,415,338-6962,no,no,0,111.900000,92,19.020000,114.000000,143,9.690000,146.800000,79,6.610000,14.100000,3,3.810000,5,True.
RI,75,415,333-9826,no,no,0,122.800000,89,20.880000,211.300000,104,17.960000,261.400000,91,11.760000,10.700000,2,2.890000,2,False.
CT,150,510,411-8549,no,no,0,189.300000,77,32.180000,220.900000,105,18.780000,238.700000,117,10.740000,9.200000,5,2.480000,4,False.
IN,161,510,381-9234,no,yes,38,240.400000,112,40.870000,201.800000,102,17.150000,206.100000,112,9.270000,16.100000,6,4.350000,0,False.
FL,91,510,387-9855,yes,yes,24,93.500000,112,15.900000,183.400000,128,15.590000,240.700000,133,10.830000,9.900000,3,2.670000,0,False.
KS,124,415,371-6990,no,no,0,158.600000,104,26.960000,211.200000,77,17.950000,179.300000,104,8.070000,10.200000,8,2.750000,3,False.
NY,94,510,417-3046,yes,no,0,243.200000,109,41.340000,147.000000,88,12.500000,94.900000,99,4.270000,7.200000,4,1.940000,4,False.
TX,217,408,385-7082,no,no,0,176.400000,115,29.990000,158.800000,128,13.500000,306.600000,107,13.800000,9.300000,3,2.510000,4,False.
RI,158,510,365-5886,no,no,0,220.900000,129,37.550000,242.200000,108,20.590000,233.300000,75,10.500000,6.400000,5,1.730000,0,False.
NV,102,415,373-5196,no,no,0,144.400000,87,24.550000,266.500000,128,22.650000,217.600000,59,9.790000,7.100000,7,1.920000,0,False.
UT,85,510,327-6194,no,no,0,212.300000,107,36.090000,228.400000,103,19.410000,163.300000,116,7.350000,7.700000,3,2.080000,0,False.
OK,79,510,381-4565,no,no,0,147.000000,72,24.990000,165.700000,102,14.080000,243.200000,107,10.940000,8.400000,9,2.270000,1,False.
MN,139,510,357-9832,no,yes,25,96.200000,112,16.350000,178.900000,70,15.210000,182.100000,84,8.190000,12.900000,10,3.480000,2,False.
NC,103,415,396-4845,no,no,0,263.400000,118,44.780000,179.100000,69,15.220000,214.700000,112,9.660000,10.300000,2,2.780000,0,False.
OR,98,415,378-6772,yes,no,0,12.500000,67,2.130000,256.600000,90,21.810000,169.400000,88,7.620000,7.700000,9,2.080000,1,False.
NH,78,408,353-4296,no,no,0,162.300000,116,27.590000,192.400000,86,16.350000,240.600000,100,10.830000,10.100000,3,2.730000,2,False.
AK,50,408,362-8331,no,no,0,183.600000,107,31.210000,58.600000,118,4.980000,202.600000,99,9.120000,8.700000,3,2.350000,1,False.
OR,161,415,362-4685,no,no,0,178.100000,109,30.280000,146.500000,86,12.450000,137.600000,78,6.190000,8.500000,2,2.300000,1,False.
KS,67,408,383-1431,no,no,0,201.400000,101,34.240000,97.600000,122,8.300000,202.500000,119,9.110000,7.000000,3,1.890000,0,False.
WV,86,415,332-2258,no,yes,38,123.000000,158,20.910000,133.900000,119,11.380000,138.200000,103,6.220000,13.300000,4,3.590000,1,False.
GA,92,510,375-8304,no,no,0,208.000000,125,35.360000,198.900000,76,16.910000,76.400000,97,3.440000,8.600000,6,2.320000,0,False.
NM,174,415,340-5580,no,no,0,239.200000,72,40.660000,188.500000,124,16.020000,105.600000,116,4.750000,8.800000,3,2.380000,1,False.
OH,124,510,362-1490,no,no,0,193.000000,97,32.810000,89.800000,99,7.630000,172.800000,104,7.780000,15.300000,3,4.130000,1,False.
ND,132,415,336-4281,no,yes,31,174.500000,101,29.670000,245.600000,105,20.880000,172.800000,76,7.780000,10.300000,9,2.780000,1,False.
RI,190,415,361-1315,no,yes,26,116.700000,71,19.840000,145.900000,88,12.400000,175.100000,103,7.880000,9.900000,3,2.670000,1,False.
HI,101,510,342-5906,no,no,0,93.800000,127,15.950000,150.000000,104,12.750000,241.100000,116,10.850000,10.700000,2,2.890000,1,False.
WY,185,415,405-7904,yes,yes,30,154.100000,114,26.200000,118.700000,106,10.090000,258.400000,105,11.630000,12.900000,3,3.480000,2,False.
NY,68,415,349-4762,no,yes,29,239.500000,82,40.720000,203.800000,105,17.320000,167.800000,70,7.550000,9.900000,6,2.670000,0,False.
KS,117,510,385-3263,no,yes,25,216.000000,140,36.720000,224.100000,69,19.050000,267.900000,112,12.060000,11.800000,4,3.190000,0,False.
LA,118,408,405-9496,no,no,0,187.400000,97,31.860000,177.800000,89,15.110000,233.400000,97,10.500000,12.200000,6,3.290000,1,False.
PA,124,415,396-6775,no,no,0,167.400000,119,28.460000,233.200000,143,19.820000,109.600000,115,4.930000,10.300000,5,2.780000,0,False.
NV,22,510,393-6475,no,no,0,160.400000,108,27.270000,218.100000,88,18.540000,192.900000,115,8.680000,12.500000,4,3.380000,1,False.
MN,75,415,379-7779,no,no,0,143.200000,92,24.340000,209.100000,142,17.770000,173.000000,96,7.790000,11.900000,9,3.210000,1,False.
PA,134,408,408-8650,no,no,0,205.300000,122,34.900000,240.500000,155,20.440000,179.100000,107,8.060000,5.000000,9,1.350000,1,False.
MO,164,408,400-3497,no,yes,25,219.100000,88,37.250000,151.500000,99,12.880000,50.100000,60,2.250000,14.300000,6,3.860000,1,False.
NY,44,510,407-9244,no,no,0,143.200000,77,24.340000,169.800000,114,14.430000,215.800000,77,9.710000,7.600000,4,2.050000,1,False.
ME,177,415,406-8809,no,no,0,232.800000,106,39.580000,175.200000,97,14.890000,212.200000,77,9.550000,12.500000,7,3.380000,2,False.
NH,110,408,358-1778,no,no,0,162.000000,81,27.540000,247.500000,89,21.040000,155.500000,99,7.000000,8.900000,8,2.400000,0,False.
WY,53,415,337-4339,no,yes,27,25.900000,119,4.400000,206.500000,96,17.550000,228.100000,64,10.260000,6.500000,7,1.760000,1,False.
NY,108,415,344-7197,no,no,0,154.200000,123,26.210000,112.300000,86,9.550000,246.400000,75,11.090000,15.400000,4,4.160000,4,True.
ME,80,408,333-7631,no,no,0,322.300000,113,54.790000,222.000000,95,18.870000,162.800000,123,7.330000,6.700000,8,1.810000,0,True.
MN,158,408,372-6623,no,no,0,209.900000,112,35.680000,221.300000,82,18.810000,210.000000,93,9.450000,8.200000,3,2.210000,1,False.
OH,114,415,363-2602,no,no,0,191.500000,88,32.560000,175.200000,78,14.890000,220.300000,118,9.910000,0.000000,0,0.000000,0,False.
NC,64,408,387-7757,no,yes,19,291.100000,150,49.490000,226.700000,123,19.270000,219.100000,67,9.860000,7.500000,2,2.030000,1,False.
SD,88,415,397-5381,no,no,0,215.600000,115,36.650000,216.200000,85,18.380000,171.300000,65,7.710000,11.800000,1,3.190000,3,False.
UT,82,510,406-4604,yes,no,0,208.800000,101,35.500000,213.700000,87,18.160000,175.100000,86,7.880000,12.400000,6,3.350000,3,False.
KY,111,415,376-9513,no,no,0,255.900000,97,43.500000,204.100000,129,17.350000,171.300000,84,7.710000,12.300000,5,3.320000,3,False.
MT,60,408,360-1852,no,no,0,252.700000,97,42.960000,221.100000,121,18.790000,109.900000,100,4.950000,12.400000,4,3.350000,2,False.
NJ,113,408,421-7270,no,no,0,132.100000,72,22.460000,247.500000,107,21.040000,246.200000,123,11.080000,6.900000,6,1.860000,3,False.
FL,109,408,371-9482,no,no,0,217.000000,115,36.890000,207.000000,142,17.600000,268.000000,106,12.060000,8.200000,4,2.210000,1,False.
IN,105,510,337-4101,no,yes,42,101.900000,79,17.320000,223.100000,97,18.960000,241.600000,77,10.870000,12.900000,2,3.480000,0,False.
DE,85,510,420-2796,no,no,0,211.500000,100,35.960000,184.600000,88,15.690000,164.300000,131,7.390000,13.300000,4,3.590000,2,False.
AL,131,510,366-4225,no,no,0,153.400000,86,26.080000,198.500000,81,16.870000,164.400000,83,7.400000,10.400000,3,2.810000,0,False.
ME,59,510,398-4567,no,no,0,166.300000,95,28.270000,239.300000,87,20.340000,123.200000,108,5.540000,10.000000,3,2.700000,2,False.
SD,148,408,388-4571,no,no,0,185.200000,87,31.480000,170.400000,96,14.480000,165.100000,104,7.430000,9.500000,13,2.570000,1,False.
VA,210,408,360-8666,no,no,0,104.600000,121,17.780000,149.500000,71,12.710000,255.100000,67,11.480000,6.500000,8,1.760000,2,False.
AK,115,415,333-3704,no,no,0,245.200000,105,41.680000,159.000000,109,13.520000,229.900000,74,10.350000,7.200000,8,1.940000,0,False.
ID,106,510,383-2566,no,no,0,274.400000,120,46.650000,198.600000,82,16.880000,160.800000,62,7.240000,6.000000,3,1.620000,1,False.
RI,93,415,406-5584,no,no,0,98.400000,78,16.730000,249.600000,129,21.220000,248.200000,114,11.170000,14.200000,4,3.830000,1,False.
KY,57,415,344-4691,no,yes,29,279.900000,121,47.580000,223.100000,109,18.960000,251.700000,94,11.330000,13.000000,2,3.510000,1,False.
ND,98,510,347-9737,no,no,0,187.200000,127,31.820000,195.600000,88,16.630000,181.800000,129,8.180000,5.100000,4,1.380000,1,False.
HI,157,415,333-7961,no,no,0,276.200000,95,46.950000,165.800000,119,14.090000,151.600000,79,6.820000,2.200000,4,0.590000,3,False.
WI,116,415,364-2439,no,yes,35,200.400000,104,34.070000,272.800000,89,23.190000,214.500000,100,9.650000,8.300000,4,2.240000,1,False.
WV,30,510,411-8043,no,no,0,162.300000,96,27.590000,244.000000,122,20.740000,180.100000,89,8.100000,9.100000,4,2.460000,2,False.
NJ,111,510,332-5084,no,no,0,176.900000,128,30.070000,102.800000,56,8.740000,213.700000,84,9.620000,10.500000,2,2.840000,4,True.
KS,52,415,413-4831,no,no,0,165.500000,78,28.140000,205.500000,89,17.470000,213.600000,124,9.610000,12.200000,6,3.290000,0,False.
AL,72,415,343-4806,no,no,0,217.800000,93,37.030000,189.700000,113,16.120000,182.600000,91,8.220000,10.400000,5,2.810000,4,False.
NJ,135,510,401-8735,no,yes,28,201.400000,100,34.240000,246.500000,117,20.950000,154.800000,131,6.970000,12.900000,4,3.480000,2,True.
NC,86,510,391-8626,no,no,0,190.500000,115,32.390000,179.600000,130,15.270000,258.500000,89,11.630000,10.100000,5,2.730000,3,False.
DE,98,415,327-5817,no,yes,29,179.900000,97,30.580000,189.200000,89,16.080000,164.300000,76,7.390000,12.800000,7,3.460000,3,False.
WY,151,510,381-4712,no,no,0,235.900000,104,40.100000,80.600000,91,6.850000,212.800000,116,9.580000,5.800000,2,1.570000,3,False.
ID,118,415,335-3320,no,no,0,140.400000,112,23.870000,187.100000,60,15.900000,207.900000,155,9.360000,7.900000,1,2.130000,0,False.
NY,117,415,415-8780,no,no,0,144.600000,115,24.580000,258.800000,66,22.000000,253.200000,113,11.390000,7.400000,9,2.000000,2,False.
MO,55,510,362-1146,no,no,0,189.000000,100,32.130000,118.500000,99,10.070000,248.100000,87,11.160000,17.100000,6,4.620000,0,False.
ID,82,408,352-7413,no,no,0,101.000000,93,17.170000,155.600000,104,13.230000,304.400000,93,13.700000,13.300000,2,3.590000,0,False.
IA,152,415,387-6716,no,no,0,206.300000,98,35.070000,292.800000,82,24.890000,43.700000,121,1.970000,10.600000,4,2.860000,1,False.
TN,108,408,352-1127,no,yes,15,165.100000,85,28.070000,267.000000,93,22.700000,250.700000,114,11.280000,10.900000,4,2.940000,1,False.
OH,98,408,368-1288,no,no,0,165.000000,129,28.050000,202.600000,113,17.220000,172.300000,94,7.750000,12.500000,7,3.380000,1,True.
IL,130,415,403-5279,no,no,0,155.900000,95,26.500000,256.100000,97,21.770000,262.900000,103,11.830000,11.700000,3,3.160000,3,False.
FL,136,408,397-9333,yes,no,0,199.200000,122,33.860000,214.700000,114,18.250000,150.900000,105,6.790000,11.800000,7,3.190000,1,False.
MA,47,415,411-7353,no,no,0,155.300000,116,26.400000,188.200000,85,16.000000,247.000000,73,11.120000,12.300000,4,3.320000,3,False.
OK,189,415,383-2537,no,no,0,208.300000,106,35.410000,236.700000,123,20.120000,179.100000,120,8.060000,11.300000,5,3.050000,3,False.
KY,107,415,330-4419,no,no,0,157.100000,79,26.710000,162.600000,124,13.820000,150.000000,138,6.750000,12.100000,6,3.270000,1,False.
MI,91,415,390-7930,no,no,0,154.400000,165,26.250000,168.300000,121,14.310000,239.900000,81,10.800000,11.700000,4,3.160000,5,True.
NE,159,415,362-5111,no,no,0,189.100000,105,32.150000,246.100000,147,20.920000,242.000000,106,10.890000,10.400000,5,2.810000,1,True.
VA,11,408,358-6796,no,yes,24,131.500000,98,22.360000,230.200000,111,19.570000,283.700000,87,12.770000,10.000000,3,2.700000,2,False.
NY,167,415,409-7494,no,no,0,166.400000,85,28.290000,243.200000,135,20.670000,229.200000,95,10.310000,9.900000,5,2.670000,1,False.
MT,111,408,400-1636,no,no,0,142.300000,75,24.190000,122.800000,106,10.440000,229.500000,94,10.330000,12.800000,9,3.460000,2,False.
VT,99,408,389-2747,no,yes,19,87.700000,103,14.910000,223.000000,86,18.960000,182.300000,112,8.200000,7.300000,4,1.970000,2,False.
KS,159,415,415-2176,no,yes,19,184.100000,78,31.300000,194.500000,71,16.530000,225.600000,101,10.150000,16.900000,3,4.560000,0,False.
VA,114,415,377-8067,yes,yes,31,174.500000,104,29.670000,224.200000,92,19.060000,116.300000,91,5.230000,12.300000,10,3.320000,2,False.
AL,71,415,362-7835,no,no,0,103.300000,103,17.560000,138.500000,79,11.770000,164.800000,98,7.420000,9.000000,2,2.430000,2,False.
PA,122,415,361-5225,no,no,0,35.100000,62,5.970000,180.800000,89,15.370000,251.600000,58,11.320000,12.700000,2,3.430000,1,False.
AL,100,408,333-3447,no,yes,25,246.600000,94,41.920000,141.400000,112,12.020000,189.800000,109,8.540000,13.000000,5,3.510000,1,False.
WV,83,415,341-3044,no,yes,37,78.500000,109,13.350000,210.500000,101,17.890000,179.700000,102,8.090000,11.800000,4,3.190000,1,False.
NV,64,408,350-7306,no,no,0,148.100000,73,25.180000,164.900000,101,14.020000,216.000000,125,9.720000,12.300000,2,3.320000,5,True.
TN,105,408,353-8849,no,no,0,206.200000,84,35.050000,256.400000,138,21.790000,117.100000,91,5.270000,9.000000,3,2.430000,1,False.
ID,144,415,402-3476,no,yes,33,251.600000,87,42.770000,197.600000,118,16.800000,209.200000,97,9.410000,12.200000,3,3.290000,2,False.
WY,106,415,338-6018,yes,yes,26,270.300000,111,45.950000,215.200000,90,18.290000,254.000000,133,11.430000,14.400000,7,3.890000,1,True.
TX,19,510,409-3520,no,yes,34,156.600000,97,26.620000,224.200000,97,19.060000,260.900000,135,11.740000,11.300000,1,3.050000,1,False.
MA,46,408,357-1085,no,no,0,139.400000,81,23.700000,223.700000,113,19.010000,173.100000,77,7.790000,13.600000,6,3.670000,1,False.
IL,127,510,353-3285,no,no,0,220.200000,108,37.430000,188.400000,124,16.010000,172.700000,113,7.770000,11.700000,3,3.160000,2,False.
LA,9,415,409-9885,no,yes,39,214.100000,108,36.400000,169.200000,115,14.380000,189.700000,117,8.540000,10.100000,3,2.730000,1,False.
CO,157,415,388-7701,no,no,0,196.000000,74,33.320000,213.400000,96,18.140000,196.800000,81,8.860000,7.900000,6,2.130000,1,False.
UT,105,415,385-8184,no,no,0,106.400000,71,18.090000,240.100000,83,20.410000,147.700000,114,6.650000,5.300000,4,1.430000,6,True.
MI,105,415,345-2863,no,yes,29,179.400000,113,30.500000,275.400000,100,23.410000,246.100000,105,11.070000,10.000000,5,2.700000,0,False.
NH,155,408,353-6300,no,no,0,216.700000,30,36.840000,144.300000,125,12.270000,135.300000,106,6.090000,10.800000,1,2.920000,2,False.
ID,31,415,389-5649,no,no,0,177.300000,129,30.140000,152.800000,105,12.990000,162.900000,92,7.330000,5.100000,2,1.380000,0,False.
WA,161,415,378-8137,no,no,0,151.600000,117,25.770000,219.400000,87,18.650000,224.700000,68,10.110000,4.000000,5,1.080000,1,False.
MN,95,408,340-4627,no,yes,32,262.200000,123,44.570000,165.200000,82,14.040000,194.300000,57,8.740000,10.600000,5,2.860000,0,False.
NY,122,415,352-6833,no,no,0,173.600000,110,29.510000,91.700000,84,7.790000,211.700000,103,9.530000,9.700000,7,2.620000,3,False.
MD,37,415,420-2000,yes,no,0,106.600000,76,18.120000,147.400000,89,12.530000,235.800000,113,10.610000,9.600000,8,2.590000,2,False.
GA,132,415,368-5437,no,no,0,193.300000,106,32.860000,128.300000,94,10.910000,162.100000,119,7.290000,11.600000,4,3.130000,5,True.
HI,119,408,418-8170,no,yes,24,217.200000,94,36.920000,138.700000,52,11.790000,139.300000,85,6.270000,11.300000,4,3.050000,0,False.
AL,16,408,403-9417,no,no,0,209.500000,89,35.620000,172.800000,85,14.690000,94.100000,102,4.230000,8.800000,4,2.380000,1,False.
CT,99,408,330-6165,no,no,0,95.400000,105,16.220000,207.200000,101,17.610000,136.000000,117,6.120000,5.600000,5,1.510000,1,False.
CO,76,408,412-4185,no,yes,26,214.600000,110,36.480000,205.200000,87,17.440000,134.600000,140,6.060000,8.100000,2,2.190000,1,False.
KS,167,415,409-4734,no,no,0,131.600000,120,22.370000,211.300000,96,17.960000,168.300000,97,7.570000,11.100000,4,3.000000,4,True.
NJ,129,415,348-9828,no,no,0,168.400000,117,28.630000,217.100000,129,18.450000,81.600000,100,3.670000,11.800000,7,3.190000,1,False.
FL,116,408,418-8850,no,no,0,146.400000,123,24.890000,176.600000,113,15.010000,212.600000,102,9.570000,7.800000,5,2.110000,1,False.
CA,60,415,330-8351,yes,no,0,183.000000,110,31.110000,206.700000,93,17.570000,203.800000,119,9.170000,11.100000,6,3.000000,1,False.
KS,128,415,347-7773,no,no,0,103.300000,122,17.560000,245.900000,123,20.900000,161.100000,95,7.250000,6.400000,7,1.730000,0,False.
TX,47,408,392-6841,no,yes,28,112.200000,70,19.070000,154.800000,106,13.160000,166.700000,105,7.500000,10.600000,2,2.860000,0,False.
MN,40,510,354-2189,yes,no,0,170.700000,55,29.020000,179.100000,108,15.220000,281.900000,89,12.690000,8.200000,9,2.210000,3,False.
AK,173,510,349-9060,no,no,0,172.500000,78,29.330000,142.600000,91,12.120000,102.000000,63,4.590000,10.900000,2,2.940000,0,False.
OR,157,510,334-1311,no,yes,30,194.300000,107,33.030000,243.200000,108,20.670000,322.200000,114,14.500000,7.100000,5,1.920000,1,False.
MS,66,408,415-3120,no,yes,32,187.800000,117,31.930000,129.800000,90,11.030000,132.300000,113,5.950000,12.000000,3,3.240000,2,False.
VT,50,415,387-5891,yes,yes,26,307.100000,94,52.210000,289.400000,78,24.600000,174.900000,109,7.870000,8.000000,3,2.160000,0,False.
UT,72,415,368-8026,no,no,0,118.200000,106,20.090000,167.200000,136,14.210000,214.200000,106,9.640000,12.200000,3,3.290000,3,False.
KS,130,510,332-9446,no,no,0,154.000000,95,26.180000,205.900000,106,17.500000,233.700000,75,10.520000,12.900000,1,3.480000,1,False.
NV,143,408,393-5284,no,no,0,155.500000,101,26.440000,213.400000,89,18.140000,237.900000,61,10.710000,7.600000,11,2.050000,1,False.
DE,89,510,376-1677,yes,no,0,125.600000,108,21.350000,213.000000,90,18.110000,181.700000,108,8.180000,5.400000,5,1.460000,1,False.
IN,108,415,392-2268,no,no,0,199.300000,104,33.880000,224.200000,92,19.060000,140.100000,57,6.300000,15.200000,2,4.100000,0,False.
TX,32,408,396-4311,no,no,0,157.900000,88,26.840000,180.800000,132,15.370000,132.500000,102,5.960000,12.800000,3,3.460000,1,False.
MA,166,415,363-4005,no,no,0,203.400000,81,34.580000,167.700000,110,14.250000,132.000000,124,5.940000,9.200000,5,2.480000,2,False.
VT,109,408,344-9966,no,no,0,222.200000,113,37.770000,218.500000,122,18.570000,266.000000,88,11.970000,10.900000,5,2.940000,1,False.
CA,72,408,337-7377,no,yes,39,92.800000,98,15.780000,271.200000,115,23.050000,167.100000,83,7.520000,5.800000,7,1.570000,1,False.
IA,134,415,373-7037,no,yes,32,216.800000,78,36.860000,102.200000,111,8.690000,174.000000,83,7.830000,8.600000,2,2.320000,0,False.
NH,13,415,356-7580,no,no,0,193.200000,89,32.840000,194.400000,90,16.520000,186.500000,104,8.390000,9.700000,2,2.620000,4,False.
GA,90,415,390-3401,no,no,0,113.200000,108,19.240000,189.300000,63,16.090000,271.800000,124,12.230000,14.100000,4,3.810000,3,False.
WI,111,415,350-9313,no,yes,36,166.200000,54,28.250000,238.800000,109,20.300000,108.800000,92,4.900000,11.200000,2,3.020000,3,False.
CO,101,408,420-9009,no,yes,23,262.200000,101,44.570000,157.000000,80,13.350000,129.100000,100,5.810000,7.300000,14,1.970000,1,False.
SC,72,415,415-2641,no,no,0,207.800000,92,35.330000,195.700000,110,16.630000,184.800000,124,8.320000,13.100000,4,3.540000,0,False.
MI,67,510,392-4929,no,yes,35,245.400000,89,41.720000,148.200000,102,12.600000,274.000000,136,12.330000,7.500000,6,2.030000,1,False.
MD,172,408,346-5068,no,no,0,287.100000,108,48.810000,178.400000,125,15.160000,153.200000,98,6.890000,14.400000,2,3.890000,3,True.
IN,154,510,389-2631,no,yes,32,192.300000,82,32.690000,165.300000,134,14.050000,205.000000,74,9.230000,9.000000,1,2.430000,2,False.
ME,69,510,368-3808,no,no,0,194.200000,122,33.010000,242.100000,81,20.580000,215.800000,80,9.710000,9.700000,3,2.620000,2,False.
DC,123,415,406-8599,no,no,0,211.000000,92,35.870000,217.000000,102,18.450000,214.800000,104,9.670000,9.800000,7,2.650000,3,False.
TN,130,415,386-7456,no,yes,12,141.900000,92,24.120000,228.900000,102,19.460000,195.100000,101,8.780000,8.700000,5,2.350000,0,False.
FL,142,415,357-4936,no,yes,26,220.500000,94,37.490000,239.500000,126,20.360000,254.300000,109,11.440000,5.900000,9,1.590000,2,False.
WA,29,415,397-7411,no,no,0,157.400000,122,26.760000,145.000000,75,12.330000,281.800000,92,12.680000,9.300000,2,2.510000,1,False.
HI,87,408,353-6218,no,yes,28,143.500000,106,24.400000,223.500000,147,19.000000,175.400000,69,7.890000,11.200000,5,3.020000,0,False.
NE,149,415,369-5942,no,no,0,156.000000,56,26.520000,56.000000,116,4.760000,163.300000,104,7.350000,8.900000,8,2.400000,0,False.
TN,146,408,416-8543,yes,no,0,160.100000,63,27.220000,208.400000,112,17.710000,177.600000,98,7.990000,9.200000,3,2.480000,2,False.
MD,88,415,358-4576,yes,no,0,235.100000,98,39.970000,251.800000,79,21.400000,285.900000,76,12.870000,7.200000,2,1.940000,4,True.
NM,119,415,352-5118,yes,yes,15,160.000000,95,27.200000,209.500000,110,17.810000,82.300000,107,3.700000,8.700000,5,2.350000,5,True.
VT,48,510,408-2621,no,no,0,188.400000,63,32.030000,165.900000,89,14.100000,205.700000,71,9.260000,13.200000,2,3.560000,1,False.
OR,135,415,353-3994,no,no,0,194.800000,97,33.120000,235.300000,118,20.000000,174.400000,126,7.850000,11.000000,3,2.970000,1,False.
IN,100,510,367-4277,no,no,0,247.800000,117,42.130000,130.000000,95,11.050000,134.300000,125,6.040000,6.900000,2,1.860000,1,False.
MO,98,415,354-3237,no,no,0,221.200000,80,37.600000,213.600000,104,18.160000,291.800000,89,13.130000,11.900000,3,3.210000,4,False.
FL,75,510,394-8504,no,yes,26,118.500000,86,20.150000,213.900000,118,18.180000,132.600000,99,5.970000,13.400000,3,3.620000,2,False.
DC,180,415,370-4139,no,yes,33,231.800000,78,39.410000,232.900000,79,19.800000,206.900000,121,9.310000,7.600000,4,2.050000,1,False.
VT,100,415,382-6135,no,yes,25,215.900000,90,36.700000,257.900000,92,21.920000,180.200000,157,8.110000,11.600000,4,3.130000,1,False.
OH,119,415,359-5718,no,yes,35,217.100000,92,36.910000,220.800000,134,18.770000,249.500000,93,11.230000,8.000000,5,2.160000,2,False.
MO,86,415,385-3111,no,no,0,83.500000,96,14.200000,221.100000,63,18.790000,349.700000,75,15.740000,12.600000,3,3.400000,0,False.
LA,155,408,353-4880,no,yes,39,183.300000,106,31.160000,205.100000,101,17.430000,263.700000,90,11.870000,5.100000,7,1.380000,1,False.
IL,78,415,343-7019,yes,no,0,236.800000,141,40.260000,265.300000,101,22.550000,152.400000,77,6.860000,9.500000,2,2.570000,1,True.
NJ,153,415,419-6133,no,no,0,193.800000,90,32.950000,195.300000,121,16.600000,182.700000,108,8.220000,8.500000,3,2.300000,1,False.
IA,92,510,350-7344,no,yes,25,134.000000,112,22.780000,206.000000,111,17.510000,180.600000,118,8.130000,9.700000,4,2.620000,0,False.
WA,13,510,397-6064,no,yes,25,176.600000,65,30.020000,172.700000,96,14.680000,104.500000,128,4.700000,11.300000,5,3.050000,2,False.
NE,154,415,363-6896,no,no,0,191.400000,93,32.540000,205.400000,119,17.460000,205.700000,121,9.260000,10.200000,3,2.750000,3,False.
CT,144,510,416-9021,yes,yes,35,174.800000,127,29.720000,219.600000,93,18.670000,255.800000,90,11.510000,12.800000,3,3.460000,0,False.
WV,48,408,408-3269,no,no,0,275.200000,67,46.780000,180.200000,108,15.320000,159.000000,110,7.150000,7.900000,2,2.130000,1,False.
ND,94,408,408-9463,no,no,0,174.000000,85,29.580000,241.100000,114,20.490000,207.800000,94,9.350000,7.900000,1,2.130000,1,False.
UT,139,415,340-7062,no,no,0,165.000000,132,28.050000,249.700000,86,21.220000,170.300000,128,7.660000,12.600000,8,3.400000,1,False.
MS,126,415,417-4309,no,no,0,228.700000,102,38.880000,168.700000,99,14.340000,223.500000,100,10.060000,11.800000,4,3.190000,1,False.
MN,122,415,421-2659,no,no,0,107.900000,88,18.340000,235.800000,109,20.040000,228.600000,119,10.290000,9.500000,3,2.570000,2,False.
NH,139,510,383-2017,no,no,0,221.300000,140,37.620000,157.800000,89,13.410000,192.500000,89,8.660000,11.300000,6,3.050000,1,False.
LA,95,415,411-6294,no,no,0,141.100000,84,23.990000,211.400000,108,17.970000,103.700000,127,4.670000,5.900000,6,1.590000,3,False.
ME,80,408,332-9525,no,yes,31,166.400000,92,28.290000,238.300000,74,20.260000,150.700000,84,6.780000,10.700000,4,2.890000,4,False.
KS,131,415,401-5012,no,yes,28,249.600000,87,42.430000,227.200000,138,19.310000,239.900000,92,10.800000,7.600000,3,2.050000,3,False.
KS,36,510,368-8835,no,no,0,178.600000,83,30.360000,213.100000,103,18.110000,198.000000,119,8.910000,10.900000,5,2.940000,1,False.
NV,180,510,351-1382,no,no,0,139.000000,96,23.630000,224.900000,64,19.120000,170.800000,118,7.690000,15.700000,5,4.240000,2,False.
MT,25,415,359-7694,no,no,0,134.300000,98,22.830000,202.300000,109,17.200000,195.900000,100,8.820000,12.600000,5,3.400000,2,False.
MT,113,415,419-5505,no,no,0,215.900000,93,36.700000,240.100000,85,20.410000,156.700000,123,7.050000,4.900000,5,1.320000,3,False.
ID,88,415,341-4570,no,yes,31,181.600000,91,30.870000,213.200000,120,18.120000,207.800000,104,9.350000,11.400000,4,3.080000,1,False.
AK,120,415,366-6991,no,no,0,178.400000,97,30.330000,168.300000,113,14.310000,120.500000,93,5.420000,9.300000,9,2.510000,1,False.
UT,74,415,377-7399,no,no,0,106.400000,84,18.090000,140.200000,104,11.920000,90.900000,81,4.090000,11.400000,3,3.080000,1,False.
AR,109,510,377-9092,no,no,0,170.700000,101,29.020000,240.200000,82,20.420000,119.000000,112,5.360000,11.400000,4,3.080000,2,False.
LA,162,510,373-6681,no,yes,33,184.500000,139,31.370000,183.200000,78,15.570000,127.400000,106,5.730000,12.300000,6,3.320000,0,False.
KS,124,510,417-7736,no,yes,37,161.200000,109,27.400000,204.200000,79,17.360000,231.500000,87,10.420000,8.900000,4,2.400000,1,False.
OR,177,408,393-2812,no,no,0,84.900000,77,14.430000,257.500000,109,21.890000,210.500000,66,9.470000,7.500000,5,2.030000,2,False.
WI,91,510,398-3176,no,no,0,217.900000,71,37.040000,230.100000,116,19.560000,232.100000,110,10.440000,10.600000,2,2.860000,1,False.
CO,105,408,334-8694,no,no,0,270.900000,98,46.050000,226.200000,110,19.230000,178.800000,60,8.050000,8.800000,5,2.380000,0,True.
KS,24,510,369-5449,no,no,0,243.000000,91,41.310000,183.900000,77,15.630000,184.300000,109,8.290000,15.300000,6,4.130000,0,True.
IL,48,510,380-5246,no,no,0,128.200000,71,21.790000,48.100000,78,4.090000,116.300000,80,5.230000,8.900000,3,2.400000,0,False.
IA,86,408,390-3873,no,no,0,126.300000,115,21.470000,168.800000,112,14.350000,154.600000,95,6.960000,9.800000,7,2.650000,2,False.
AZ,163,510,354-4568,no,no,0,178.700000,56,30.380000,215.700000,79,18.330000,152.700000,84,6.870000,10.600000,2,2.860000,4,False.
NE,91,510,339-6968,no,no,0,159.000000,109,27.030000,255.100000,142,21.680000,82.400000,73,3.710000,10.100000,4,2.730000,0,False.
ID,56,510,379-5933,no,no,0,150.900000,79,25.650000,161.800000,87,13.750000,167.700000,115,7.550000,11.700000,5,3.160000,3,False.
OH,147,415,365-5682,yes,yes,24,219.900000,118,37.380000,208.500000,116,17.720000,352.500000,111,15.860000,8.100000,4,2.190000,3,False.
TX,64,415,382-8518,no,no,0,168.000000,116,28.560000,192.400000,94,16.350000,166.500000,98,7.490000,10.100000,3,2.730000,2,False.
TN,108,510,356-8449,no,yes,34,162.100000,83,27.560000,171.800000,117,14.600000,259.800000,76,11.690000,9.600000,3,2.590000,4,True.
OK,159,510,333-3460,no,no,0,198.800000,107,33.800000,195.500000,91,16.620000,213.300000,120,9.600000,16.500000,7,4.460000,5,False.
ND,136,510,375-8596,yes,no,0,256.800000,90,43.660000,230.100000,104,19.560000,143.600000,82,6.460000,9.100000,10,2.460000,3,False.
MT,116,415,384-5907,no,yes,35,182.800000,122,31.080000,212.700000,119,18.080000,193.800000,103,8.720000,11.000000,2,2.970000,1,False.
NC,45,408,373-2903,no,yes,38,196.800000,92,33.460000,254.200000,108,21.610000,261.800000,85,11.780000,7.700000,2,2.080000,1,False.
MN,122,415,361-7702,no,no,0,140.100000,120,23.820000,231.400000,128,19.670000,188.100000,127,8.460000,11.200000,5,3.020000,2,False.
MN,138,415,388-5850,no,no,0,194.300000,83,33.030000,189.900000,97,16.140000,232.200000,102,10.450000,9.000000,3,2.430000,5,False.
MA,132,415,405-6298,no,no,0,117.600000,66,19.990000,214.000000,108,18.190000,239.500000,94,10.780000,8.800000,5,2.380000,1,False.
PA,101,415,368-2074,yes,no,0,193.700000,108,32.930000,186.600000,98,15.860000,223.000000,100,10.040000,11.600000,8,3.130000,0,False.
GA,58,510,328-5050,no,no,0,243.100000,105,41.330000,231.400000,108,19.670000,180.900000,120,8.140000,7.800000,4,2.110000,2,False.
NV,81,415,395-5783,no,no,0,145.400000,132,24.720000,129.300000,91,10.990000,186.400000,109,8.390000,5.200000,4,1.400000,1,False.
TX,87,415,420-7301,no,no,0,169.100000,105,28.750000,169.900000,102,14.440000,244.900000,106,11.020000,9.900000,10,2.670000,3,False.
ME,116,510,328-2478,no,no,0,229.300000,93,38.980000,184.500000,111,15.680000,168.200000,91,7.570000,8.800000,3,2.380000,2,False.
RI,85,415,381-2460,yes,no,0,197.200000,97,33.520000,211.700000,115,17.990000,210.100000,133,9.450000,8.300000,4,2.240000,4,False.
MN,62,510,390-9811,no,yes,33,186.400000,84,31.690000,201.000000,136,17.090000,286.700000,103,12.900000,11.100000,3,3.000000,2,True.
NH,90,415,373-5670,no,no,0,76.100000,121,12.940000,290.300000,73,24.680000,236.900000,89,10.660000,10.800000,3,2.920000,0,False.
TN,98,415,351-7016,no,no,0,162.800000,65,27.680000,185.000000,109,15.730000,219.500000,104,9.880000,6.000000,3,1.620000,2,False.
UT,73,415,394-9934,no,no,0,182.300000,115,30.990000,199.200000,97,16.930000,120.200000,113,5.410000,18.000000,5,4.860000,1,False.
RI,107,510,422-8268,yes,no,0,194.400000,83,33.050000,247.800000,84,21.060000,245.400000,93,11.040000,11.200000,7,3.020000,2,False.
NH,55,408,373-7690,no,yes,20,189.300000,95,32.180000,118.600000,113,10.080000,250.200000,102,11.260000,12.500000,4,3.380000,2,False.
AK,76,415,366-9781,no,yes,22,160.100000,107,27.220000,168.700000,136,14.340000,23.200000,102,1.040000,9.500000,4,2.570000,3,False.
NC,30,510,404-5427,no,no,0,145.000000,76,24.650000,240.700000,112,20.460000,197.100000,134,8.870000,7.100000,4,1.920000,3,False.
AZ,157,415,389-9783,no,no,0,220.700000,105,37.520000,119.300000,127,10.140000,165.100000,113,7.430000,11.500000,7,3.110000,4,False.
MA,40,408,351-7005,no,yes,31,224.700000,69,38.200000,134.500000,81,11.430000,120.300000,104,5.410000,7.500000,5,2.030000,1,True.
TN,72,408,348-2009,no,no,0,147.000000,79,24.990000,162.300000,103,13.800000,162.900000,80,7.330000,10.500000,4,2.840000,1,False.
WY,95,415,340-4236,no,yes,39,260.800000,130,44.340000,213.400000,111,18.140000,195.600000,97,8.800000,10.100000,5,2.730000,1,False.
IA,42,415,348-1528,no,no,0,155.400000,127,26.420000,164.100000,45,13.950000,157.700000,128,7.100000,9.000000,3,2.430000,0,False.
IN,86,415,365-5039,no,no,0,166.200000,112,28.250000,255.300000,81,21.700000,228.100000,97,10.260000,5.400000,7,1.460000,1,False.
NJ,131,415,411-1810,no,no,0,211.800000,115,36.010000,260.500000,102,22.140000,144.200000,96,6.490000,10.800000,7,2.920000,0,False.
FL,55,510,364-7644,no,yes,45,130.500000,114,22.190000,208.400000,94,17.710000,141.600000,114,6.370000,11.000000,5,2.970000,4,True.
MT,74,415,335-9066,no,no,0,162.700000,102,27.660000,292.000000,105,24.820000,183.300000,80,8.250000,8.700000,6,2.350000,0,False.
ND,81,408,362-7581,yes,yes,37,237.100000,76,40.310000,264.200000,125,22.460000,271.300000,120,12.210000,7.900000,3,2.130000,1,False.
MI,81,408,346-1095,no,no,0,166.200000,102,28.250000,217.600000,112,18.500000,220.200000,68,9.910000,13.200000,2,3.560000,4,False.
MT,28,415,357-9136,no,no,0,121.700000,48,20.690000,125.800000,112,10.690000,261.600000,122,11.770000,8.300000,2,2.240000,6,True.
AL,111,510,390-7863,no,no,0,176.400000,62,29.990000,201.000000,124,17.090000,150.400000,138,6.770000,11.200000,2,3.020000,0,False.
NV,3,510,344-2416,no,yes,27,67.400000,116,11.460000,244.000000,78,20.740000,281.100000,93,12.650000,11.400000,2,3.080000,2,False.
MI,51,415,373-1448,no,no,0,229.700000,129,39.050000,336.000000,104,28.560000,192.800000,128,8.680000,9.600000,1,2.590000,1,True.
FL,68,415,360-7076,no,yes,24,176.000000,118,29.920000,277.900000,116,23.620000,174.700000,71,7.860000,14.700000,7,3.970000,1,False.
NY,163,408,413-2241,no,no,0,247.700000,77,42.110000,269.500000,108,22.910000,167.300000,82,7.530000,9.600000,7,2.590000,0,True.
KS,87,510,343-3961,no,no,0,115.400000,90,19.620000,262.600000,68,22.320000,245.700000,69,11.060000,13.100000,5,3.540000,2,False.
NC,58,510,375-4107,no,no,0,112.200000,95,19.070000,209.600000,108,17.820000,260.900000,78,11.740000,13.900000,1,3.750000,0,True.
MN,109,408,414-7410,no,no,0,162.600000,138,27.640000,154.000000,109,13.090000,209.700000,118,9.440000,11.500000,4,3.110000,0,False.
RI,111,415,351-2535,no,no,0,229.400000,107,39.000000,214.100000,99,18.200000,289.600000,95,13.030000,10.400000,6,2.810000,4,False.
UT,144,415,416-9615,no,no,0,139.600000,96,23.730000,124.200000,93,10.560000,95.600000,75,4.300000,15.000000,4,4.050000,2,False.
OR,135,415,377-1293,no,no,0,263.800000,66,44.850000,251.300000,116,21.360000,200.100000,112,9.000000,8.400000,2,2.270000,5,True.
SC,109,415,388-6479,no,yes,46,217.500000,123,36.980000,233.700000,84,19.860000,163.900000,99,7.380000,9.000000,3,2.430000,4,False.
IL,107,415,390-2755,no,yes,14,114.300000,132,19.430000,199.800000,91,16.980000,194.700000,74,8.760000,7.500000,8,2.030000,1,False.
OH,149,408,340-5930,no,no,0,196.300000,108,33.370000,136.800000,96,11.630000,154.700000,87,6.960000,7.700000,3,2.080000,2,False.
MA,56,510,401-3622,no,no,0,253.200000,95,43.040000,188.000000,116,15.980000,142.000000,133,6.390000,4.400000,4,1.190000,1,False.
OR,129,408,382-1104,no,no,0,98.000000,99,16.660000,240.700000,62,20.460000,254.800000,123,11.470000,10.500000,4,2.840000,0,False.
CA,92,408,355-9324,no,no,0,249.400000,118,42.400000,211.500000,95,17.980000,169.000000,116,7.610000,9.100000,3,2.460000,0,False.
WV,67,415,393-4843,no,yes,30,129.600000,107,22.030000,233.000000,104,19.810000,297.000000,93,13.370000,14.500000,5,3.920000,1,False.
VT,120,415,401-4052,no,no,0,221.300000,106,37.620000,267.600000,98,22.750000,111.500000,80,5.020000,9.300000,7,2.510000,0,False.
ID,166,415,385-1830,no,no,0,220.700000,106,37.520000,177.800000,118,15.110000,206.100000,102,9.270000,12.400000,9,3.350000,1,False.
OR,66,408,348-7409,no,no,0,87.600000,76,14.890000,262.000000,111,22.270000,184.600000,125,8.310000,9.200000,5,2.480000,1,False.
GA,76,408,361-4910,no,no,0,203.600000,61,34.610000,161.700000,127,13.740000,175.900000,97,7.920000,8.400000,3,2.270000,0,False.
ME,79,415,415-6578,no,no,0,213.600000,110,36.310000,234.900000,121,19.970000,229.600000,157,10.330000,8.800000,3,2.380000,2,False.
HI,98,415,395-5015,no,yes,31,181.600000,112,30.870000,220.700000,100,18.760000,236.300000,121,10.630000,12.900000,4,3.480000,2,False.
AZ,141,510,369-6012,no,yes,22,215.400000,123,36.620000,328.700000,98,27.940000,160.500000,89,7.220000,7.800000,6,2.110000,1,False.
UT,49,415,394-4520,no,no,0,266.300000,90,45.270000,207.800000,117,17.660000,205.000000,98,9.230000,14.000000,2,3.780000,2,True.
IA,46,510,380-5873,no,no,0,199.200000,111,33.860000,175.100000,83,14.880000,210.600000,84,9.480000,10.200000,2,2.750000,3,False.
CT,137,415,372-5384,no,no,0,115.000000,130,19.550000,137.800000,83,11.710000,224.000000,61,10.080000,7.300000,4,1.970000,3,False.
WA,171,408,419-1863,no,no,0,270.500000,69,45.990000,230.000000,112,19.550000,136.000000,111,6.120000,9.600000,5,2.590000,1,True.
VA,10,415,352-5697,no,no,0,222.200000,127,37.770000,153.100000,125,13.010000,227.400000,80,10.230000,12.900000,4,3.480000,1,False.
CO,88,510,373-4274,no,no,0,61.900000,78,10.520000,262.600000,114,22.320000,212.500000,110,9.560000,8.800000,2,2.380000,3,False.
LA,89,415,382-4024,no,no,0,141.100000,92,23.990000,249.100000,126,21.170000,136.000000,73,6.120000,10.800000,2,2.920000,2,False.
TX,82,415,395-9215,no,no,0,189.200000,81,32.160000,184.400000,117,15.670000,255.800000,83,11.510000,10.600000,5,2.860000,3,True.
SD,139,510,331-9149,no,no,0,196.000000,135,33.320000,186.000000,146,15.810000,153.000000,92,6.890000,9.800000,1,2.650000,3,False.
VA,87,415,347-3958,no,no,0,171.600000,119,29.170000,205.000000,107,17.430000,170.600000,114,7.680000,13.800000,4,3.730000,0,False.
NY,137,415,389-2540,yes,no,0,174.000000,123,29.580000,161.300000,115,13.710000,260.700000,98,11.730000,11.400000,3,3.080000,2,False.
WA,45,510,399-3083,no,no,0,78.600000,106,13.360000,187.300000,110,15.920000,184.200000,111,8.290000,7.400000,5,2.000000,1,True.
WI,90,415,420-8308,no,no,0,200.900000,92,34.150000,164.300000,91,13.970000,249.000000,98,11.210000,8.900000,7,2.400000,1,False.
TN,103,415,384-7724,no,no,0,141.300000,123,24.020000,253.600000,87,21.560000,215.800000,96,9.710000,6.400000,2,1.730000,1,False.
CT,100,415,389-2114,no,no,0,235.800000,130,40.090000,176.000000,69,14.960000,63.600000,122,2.860000,7.300000,1,1.970000,2,False.
WA,110,510,335-4414,no,no,0,185.100000,100,31.470000,165.100000,88,14.030000,111.600000,104,5.020000,6.300000,4,1.700000,3,False.
NH,124,415,370-5361,no,no,0,254.300000,113,43.230000,78.900000,104,6.710000,153.200000,69,6.890000,11.800000,2,3.190000,2,False.
MT,10,510,374-5965,no,no,0,183.000000,103,31.110000,214.800000,77,18.260000,206.400000,73,9.290000,8.700000,6,2.350000,2,False.
NE,89,415,420-6414,no,yes,29,163.500000,80,27.800000,274.800000,136,23.360000,381.900000,147,17.190000,7.500000,5,2.030000,2,False.
WA,121,408,392-2708,no,no,0,207.900000,98,35.340000,210.500000,96,17.890000,109.600000,114,4.930000,7.700000,2,2.080000,2,False.
WI,101,415,352-7234,no,no,0,248.600000,102,42.260000,174.900000,93,14.870000,207.200000,86,9.320000,6.100000,3,1.650000,3,False.
AR,103,415,337-9878,no,yes,31,185.400000,105,31.520000,197.600000,126,16.800000,147.100000,110,6.620000,14.500000,4,3.920000,2,False.
WI,51,408,350-7288,no,no,0,197.800000,60,33.630000,221.000000,64,18.790000,168.600000,134,7.590000,8.900000,5,2.400000,1,False.
DE,2,415,415-8448,yes,no,0,132.100000,42,22.460000,138.900000,88,11.810000,192.600000,119,8.670000,9.100000,1,2.460000,2,True.
NH,111,510,392-6331,no,no,0,197.100000,117,33.510000,227.800000,128,19.360000,214.000000,101,9.630000,9.300000,11,2.510000,0,False.
VA,118,415,392-3315,no,no,0,154.600000,112,26.280000,184.200000,105,15.660000,217.400000,102,9.780000,12.600000,5,3.400000,2,False.
TN,17,510,382-5401,no,yes,31,153.100000,115,26.030000,185.900000,59,15.800000,224.300000,102,10.090000,10.000000,1,2.700000,6,True.
VA,130,408,389-7012,no,no,0,211.200000,119,35.900000,231.100000,120,19.640000,220.900000,80,9.940000,6.300000,9,1.700000,2,False.
ID,193,415,411-4714,no,no,0,96.800000,92,16.460000,142.600000,103,12.120000,210.100000,115,9.450000,10.900000,5,2.940000,2,True.
TN,114,510,343-3846,no,no,0,172.000000,145,29.240000,276.400000,101,23.490000,193.700000,100,8.720000,10.100000,9,2.730000,1,False.
AZ,137,415,370-4395,no,no,0,141.100000,91,23.990000,147.200000,100,12.510000,254.700000,75,11.460000,8.000000,7,2.160000,2,False.
MT,185,408,422-4394,no,yes,29,151.100000,121,25.690000,244.700000,88,20.800000,154.400000,91,6.950000,13.800000,2,3.730000,2,False.
OK,101,408,405-1780,no,no,0,209.600000,107,35.630000,228.800000,96,19.450000,172.400000,85,7.760000,7.600000,2,2.050000,3,False.
ID,95,415,393-2220,no,yes,32,247.000000,109,41.990000,125.600000,91,10.680000,226.500000,90,10.190000,10.500000,4,2.840000,3,False.
NV,7,408,355-8299,no,yes,30,221.400000,114,37.640000,165.800000,116,14.090000,247.000000,105,11.120000,10.800000,12,2.920000,1,False.
KS,126,408,379-8681,no,no,0,321.300000,99,54.620000,167.900000,93,14.270000,193.600000,106,8.710000,8.000000,4,2.160000,1,True.
WY,71,415,409-7034,no,no,0,243.700000,124,41.430000,60.000000,90,5.100000,189.000000,129,8.500000,11.300000,2,3.050000,0,False.
MS,124,415,358-1922,no,no,0,251.500000,85,42.760000,214.200000,98,18.210000,186.100000,71,8.370000,11.100000,6,3.000000,3,False.
WY,97,510,346-1629,yes,no,0,236.900000,107,40.270000,157.600000,105,13.400000,241.000000,120,10.850000,7.300000,2,1.970000,0,True.
TX,28,415,347-1870,no,no,0,159.700000,79,27.150000,216.700000,131,18.420000,206.700000,116,9.300000,9.300000,3,2.510000,2,False.
WA,90,415,374-9576,yes,no,0,148.200000,96,25.190000,220.400000,111,18.730000,134.200000,97,6.040000,9.200000,1,2.480000,4,True.
HI,190,408,380-1096,no,no,0,150.900000,86,25.650000,268.600000,129,22.830000,179.900000,73,8.100000,14.700000,1,3.970000,1,False.
IL,31,415,396-5790,no,yes,28,210.500000,101,35.790000,250.500000,86,21.290000,241.600000,125,10.870000,11.500000,2,3.110000,1,False.
AK,52,415,356-5244,no,yes,24,170.900000,71,29.050000,201.400000,80,17.120000,159.000000,124,7.150000,4.100000,5,1.110000,2,False.
MD,73,510,341-1412,no,no,0,254.700000,80,43.300000,90.200000,79,7.670000,153.400000,60,6.900000,10.600000,8,2.860000,0,False.
MA,111,415,387-7371,no,no,0,284.400000,89,48.350000,157.000000,113,13.350000,242.800000,91,10.930000,8.400000,8,2.270000,0,True.
SD,98,415,392-2555,no,no,0,0.000000,0,0.000000,159.600000,130,13.570000,167.100000,88,7.520000,6.800000,1,1.840000,4,True.
PA,106,408,403-9167,yes,no,0,133.700000,45,22.730000,187.800000,107,15.960000,181.900000,89,8.190000,10.700000,2,2.890000,1,True.
NC,111,408,338-6550,no,no,0,224.900000,117,38.230000,191.900000,127,16.310000,229.900000,97,10.350000,10.300000,3,2.780000,0,False.
VT,59,408,357-5801,no,no,0,151.800000,98,25.810000,209.900000,92,17.840000,266.900000,86,12.010000,11.900000,5,3.210000,1,False.
KY,71,510,403-1953,no,yes,22,141.400000,107,24.040000,163.000000,105,13.860000,220.000000,99,9.900000,5.600000,3,1.510000,2,False.
WA,55,408,357-6039,no,no,0,285.700000,124,48.570000,230.900000,106,19.630000,230.700000,140,10.380000,14.800000,7,4.000000,0,True.
LA,13,415,388-9653,no,no,0,58.400000,121,9.930000,262.200000,64,22.290000,159.000000,115,7.150000,11.900000,5,3.210000,1,False.
WA,136,415,359-2915,no,yes,16,90.400000,105,15.370000,201.300000,109,17.110000,227.100000,115,10.220000,13.100000,4,3.540000,0,False.
ME,123,408,381-4562,no,no,0,114.400000,91,19.450000,216.600000,123,18.410000,250.600000,102,11.280000,11.000000,3,2.970000,0,False.
WI,105,408,406-2213,no,no,0,147.700000,103,25.110000,222.700000,78,18.930000,163.500000,102,7.360000,12.800000,3,3.460000,2,False.
TX,50,408,330-6436,no,yes,31,302.700000,93,51.460000,240.500000,119,20.440000,193.900000,103,8.730000,13.600000,14,3.670000,3,False.
IA,118,415,332-4289,no,no,0,136.100000,120,23.140000,204.200000,103,17.360000,228.200000,90,10.270000,11.300000,4,3.050000,1,False.
AZ,97,408,386-3596,no,no,0,169.700000,84,28.850000,165.900000,86,14.100000,191.900000,83,8.640000,12.800000,6,3.460000,3,False.
ND,51,510,337-3740,no,no,0,227.200000,89,38.620000,194.400000,106,16.520000,243.400000,126,10.950000,14.900000,2,4.020000,0,False.
VT,73,415,414-1496,no,no,0,217.800000,91,37.030000,220.600000,97,18.750000,277.300000,89,12.480000,10.300000,6,2.780000,1,True.
HI,35,415,349-7291,no,no,0,124.200000,102,21.110000,123.900000,115,10.530000,135.700000,100,6.110000,13.100000,8,3.540000,2,False.
WY,64,415,385-1985,no,no,0,206.200000,76,35.050000,232.400000,76,19.750000,251.600000,96,11.320000,13.600000,2,3.670000,1,False.
WV,63,510,329-7102,no,no,0,132.900000,122,22.590000,67.000000,62,5.700000,160.400000,121,7.220000,9.900000,2,2.670000,3,False.
OK,117,415,394-2553,no,yes,31,104.900000,115,17.830000,237.600000,125,20.200000,263.400000,104,11.850000,7.700000,6,2.080000,3,False.
CT,115,415,339-1330,no,no,0,245.000000,97,41.650000,250.700000,75,21.310000,270.200000,124,12.160000,13.700000,8,3.700000,1,True.
UT,162,408,398-1959,no,no,0,184.500000,118,31.370000,224.000000,95,19.040000,180.500000,82,8.120000,11.600000,3,3.130000,1,False.
NY,89,415,408-7015,no,no,0,89.500000,66,15.220000,179.300000,104,15.240000,225.100000,116,10.130000,12.300000,1,3.320000,3,False.
VA,94,415,384-9254,yes,no,0,235.600000,131,40.050000,194.800000,107,16.560000,170.600000,93,7.680000,8.600000,4,2.320000,1,False.
VT,129,408,355-9475,no,no,0,186.000000,127,31.620000,262.300000,96,22.300000,98.900000,63,4.450000,11.500000,6,3.110000,4,False.
SD,86,415,334-1337,no,no,0,223.900000,75,38.060000,155.700000,109,13.230000,150.200000,143,6.760000,7.300000,9,1.970000,1,False.
PA,96,510,359-1441,no,no,0,179.500000,125,30.520000,162.300000,139,13.800000,264.500000,133,11.900000,6.600000,2,1.780000,1,False.
ND,190,415,391-5442,no,no,0,169.400000,102,28.800000,253.500000,113,21.550000,197.100000,93,8.870000,8.900000,5,2.400000,1,False.
CT,80,408,374-1551,no,no,0,118.100000,90,20.080000,144.300000,77,12.270000,225.100000,86,10.130000,8.200000,6,2.210000,1,False.
SC,108,415,399-6233,no,no,0,112.000000,105,19.040000,193.700000,110,16.460000,208.900000,93,9.400000,4.100000,4,1.110000,4,True.
MI,97,408,337-4749,no,yes,32,168.400000,129,28.630000,225.900000,97,19.200000,191.800000,95,8.630000,8.500000,7,2.300000,0,False.
VT,84,415,403-5552,no,yes,42,214.300000,112,36.430000,188.200000,107,16.000000,333.500000,117,15.010000,11.300000,10,3.050000,0,False.
OH,65,415,405-3097,no,no,0,245.700000,139,41.770000,241.900000,113,20.560000,285.300000,117,12.840000,4.200000,5,1.130000,4,True.
VT,131,415,364-9240,no,yes,34,156.600000,134,26.620000,71.000000,95,6.040000,261.700000,120,11.780000,13.400000,10,3.620000,1,False.
IL,58,415,404-9348,yes,yes,43,142.800000,96,24.280000,272.300000,100,23.150000,193.400000,105,8.700000,8.900000,4,2.400000,1,False.
MO,36,415,336-1462,no,no,0,202.400000,115,34.410000,230.700000,115,19.610000,202.000000,127,9.090000,10.200000,2,2.750000,3,False.
WI,54,415,364-8981,no,no,0,116.800000,119,19.860000,123.100000,123,10.460000,217.500000,101,9.790000,12.000000,2,3.240000,1,False.
NJ,45,510,412-7606,no,no,0,155.700000,110,26.470000,260.300000,103,22.130000,192.200000,98,8.650000,11.000000,1,2.970000,1,False.
GA,125,415,380-6342,no,yes,39,236.100000,107,40.140000,289.200000,110,24.580000,175.400000,107,7.890000,9.100000,4,2.460000,2,False.
VT,72,415,418-3017,no,yes,21,138.100000,113,23.480000,260.100000,83,22.110000,135.400000,118,6.090000,8.200000,2,2.210000,2,False.
CT,141,408,367-3648,no,no,0,51.900000,108,8.820000,162.000000,83,13.770000,223.500000,115,10.060000,10.100000,3,2.730000,3,False.
AZ,113,510,341-5892,no,no,0,81.300000,116,13.820000,220.600000,124,18.750000,235.700000,113,10.610000,8.900000,3,2.400000,0,False.
SD,20,415,334-4678,no,yes,35,171.500000,98,29.160000,153.100000,127,13.010000,165.600000,125,7.450000,7.100000,3,1.920000,0,False.
CT,212,415,366-6751,no,no,0,126.000000,96,21.420000,144.300000,80,12.270000,302.800000,102,13.630000,7.600000,3,2.050000,1,False.
IN,99,415,397-8512,yes,no,0,197.200000,127,33.520000,156.000000,92,13.260000,204.100000,99,9.180000,9.900000,6,2.670000,4,False.
OH,94,510,367-9495,no,no,0,194.100000,62,33.000000,227.200000,54,19.310000,190.400000,115,8.570000,15.300000,4,4.130000,1,False.
NY,40,510,379-2991,no,no,0,115.700000,105,19.670000,127.800000,113,10.860000,107.500000,91,4.840000,9.300000,6,2.510000,1,False.
NE,86,510,356-4832,no,yes,29,157.200000,118,26.720000,196.300000,136,16.690000,226.700000,109,10.200000,8.400000,5,2.270000,3,False.
OK,101,415,413-4040,no,no,0,269.700000,85,45.850000,207.600000,86,17.650000,214.200000,107,9.640000,4.500000,15,1.220000,3,True.
NC,170,415,366-4444,no,no,0,246.400000,107,41.890000,228.100000,124,19.390000,166.400000,95,7.490000,9.100000,8,2.460000,0,False.
HI,105,510,394-3806,no,no,0,227.400000,121,38.660000,268.500000,89,22.820000,143.300000,82,6.450000,13.000000,4,3.510000,1,False.
UT,103,415,368-5647,no,no,0,189.800000,110,32.270000,115.500000,83,9.820000,191.300000,103,8.610000,12.200000,4,3.290000,0,False.
MD,140,415,412-1076,yes,yes,27,188.900000,124,32.110000,160.900000,102,13.680000,197.700000,100,8.900000,11.500000,5,3.110000,4,False.
VT,101,510,413-7655,no,no,0,0.000000,0,0.000000,192.100000,119,16.330000,168.800000,95,7.600000,7.200000,4,1.940000,1,False.
TX,98,408,371-2316,no,yes,19,110.500000,87,18.790000,227.800000,97,19.360000,243.600000,84,10.960000,11.000000,4,2.970000,1,False.
AZ,104,408,420-3346,no,no,0,167.600000,116,28.490000,219.200000,112,18.630000,215.900000,94,9.720000,11.700000,2,3.160000,4,False.
VA,115,415,367-3971,no,no,0,132.000000,90,22.440000,197.500000,75,16.790000,175.800000,114,7.910000,0.000000,0,0.000000,3,False.
WI,112,408,417-5813,no,no,0,167.800000,88,28.530000,247.900000,81,21.070000,155.100000,108,6.980000,11.900000,4,3.210000,0,False.
NE,70,415,421-8535,no,no,0,213.400000,86,36.280000,204.700000,77,17.400000,256.600000,101,11.550000,5.700000,4,1.540000,1,False.
KY,126,510,375-1721,no,no,0,175.400000,120,29.820000,98.300000,71,8.360000,201.900000,93,9.090000,10.600000,1,2.860000,0,False.
NV,87,510,331-8484,no,yes,39,82.600000,113,14.040000,224.400000,63,19.070000,163.600000,88,7.360000,9.500000,1,2.570000,3,False.
MT,125,510,366-5829,no,no,0,143.200000,80,24.340000,88.100000,94,7.490000,233.200000,135,10.490000,8.800000,7,2.380000,4,True.
MO,86,415,367-7906,no,no,0,125.500000,139,21.340000,269.800000,93,22.930000,235.800000,110,10.610000,8.900000,8,2.400000,1,False.
MS,73,415,412-2520,no,yes,31,82.300000,105,13.990000,256.100000,91,21.770000,229.600000,98,10.330000,11.800000,2,3.190000,6,True.
NM,232,408,386-9177,no,no,0,165.600000,104,28.150000,195.900000,115,16.650000,118.300000,77,5.320000,11.800000,3,3.190000,1,False.
NJ,1,415,420-6780,no,yes,30,183.100000,95,31.130000,232.600000,110,19.770000,248.300000,110,11.170000,8.400000,2,2.270000,0,False.
NH,133,408,401-1454,no,no,0,162.100000,91,27.560000,212.100000,94,18.030000,260.400000,78,11.720000,12.200000,5,3.290000,1,False.
NC,103,510,379-2508,no,no,0,166.600000,84,28.320000,192.400000,91,16.350000,167.900000,115,7.560000,7.700000,6,2.080000,1,False.
MT,131,415,353-3492,no,yes,24,135.900000,60,23.100000,233.200000,78,19.820000,210.600000,121,9.480000,9.400000,4,2.540000,1,False.
SD,95,408,406-4840,no,yes,20,165.700000,78,28.170000,215.600000,94,18.330000,243.300000,91,10.950000,9.800000,6,2.650000,0,False.
VA,182,415,391-7982,no,no,0,176.100000,90,29.940000,174.900000,106,14.870000,234.700000,134,10.560000,9.700000,4,2.620000,1,False.
LA,99,510,379-9821,no,no,0,142.300000,89,24.190000,204.500000,95,17.380000,203.100000,114,9.140000,9.100000,1,2.460000,0,False.
NV,27,510,398-7414,no,no,0,177.600000,121,30.190000,296.800000,92,25.230000,192.900000,106,8.680000,7.600000,3,2.050000,3,False.
AK,141,408,338-8566,no,no,0,83.200000,74,14.140000,190.600000,104,16.200000,150.500000,79,6.770000,10.700000,7,2.890000,1,False.
OH,29,415,397-3058,yes,yes,37,235.000000,101,39.950000,183.300000,79,15.580000,139.800000,106,6.290000,5.700000,7,1.540000,2,False.
NM,65,415,389-8096,no,no,0,105.700000,95,17.970000,141.800000,100,12.050000,180.500000,105,8.120000,6.600000,12,1.780000,2,False.
MI,81,415,393-6840,yes,no,0,149.400000,68,25.400000,171.900000,98,14.610000,214.500000,97,9.650000,17.900000,3,4.830000,3,True.
MN,37,415,360-7404,no,yes,20,264.700000,81,45.000000,216.500000,110,18.400000,210.700000,102,9.480000,10.400000,7,2.810000,0,False.
WY,107,510,411-5740,no,yes,31,160.300000,45,27.250000,221.500000,70,18.830000,261.600000,109,11.770000,5.600000,1,1.510000,1,False.
WY,127,415,412-3726,yes,yes,28,95.900000,117,16.300000,159.500000,131,13.560000,152.800000,132,6.880000,10.400000,3,2.810000,1,False.
WA,78,408,372-7326,no,no,0,140.700000,77,23.920000,195.200000,114,16.590000,252.900000,107,11.380000,11.700000,5,3.160000,0,False.
NM,55,510,338-9873,no,no,0,119.700000,148,20.350000,231.800000,96,19.700000,222.300000,113,10.000000,4.600000,2,1.240000,2,False.
VA,86,415,383-4322,no,yes,30,99.900000,84,16.980000,263.500000,125,22.400000,254.700000,90,11.460000,9.800000,7,2.650000,2,False.
RI,176,415,401-7654,no,no,0,250.900000,108,42.650000,171.400000,100,14.570000,148.600000,85,6.690000,9.600000,6,2.590000,2,False.
AL,96,415,410-5455,yes,no,0,200.600000,117,34.100000,289.500000,120,24.610000,98.300000,95,4.420000,11.200000,5,3.020000,2,False.
WV,11,510,419-4310,no,yes,38,209.800000,130,35.670000,196.600000,84,16.710000,233.000000,79,10.490000,7.000000,7,1.890000,1,False.
WV,48,415,367-2056,no,yes,34,198.000000,70,33.660000,273.700000,121,23.260000,217.900000,71,9.810000,7.600000,4,2.050000,1,False.
NJ,127,510,363-6695,no,no,0,239.800000,107,40.770000,128.900000,121,10.960000,249.900000,110,11.250000,11.300000,5,3.050000,1,False.
TN,63,415,374-6217,no,no,0,164.500000,75,27.970000,147.900000,118,12.570000,252.700000,97,11.370000,11.200000,2,3.020000,0,False.
MI,79,510,337-9569,no,no,0,220.900000,107,37.550000,192.200000,97,16.340000,161.000000,74,7.250000,12.200000,2,3.290000,1,False.
UT,47,408,350-9720,no,yes,37,112.800000,150,19.180000,243.900000,97,20.730000,178.700000,112,8.040000,13.200000,6,3.560000,2,False.
IL,89,415,380-4080,yes,yes,19,112.600000,114,19.140000,261.700000,132,22.240000,123.500000,116,5.560000,11.100000,2,3.000000,0,True.
MI,83,510,333-7460,no,yes,26,226.400000,117,38.490000,234.700000,97,19.950000,133.600000,82,6.010000,10.800000,7,2.920000,1,False.
WI,126,415,378-3722,yes,yes,34,244.900000,118,41.630000,219.600000,105,18.670000,210.800000,136,9.490000,9.700000,6,2.620000,4,False.
ND,60,510,353-9339,no,no,0,203.200000,99,34.540000,235.800000,131,20.040000,224.900000,112,10.120000,15.100000,6,4.080000,2,False.
VT,122,415,386-6535,no,no,0,136.700000,115,23.240000,243.100000,137,20.660000,188.900000,110,8.500000,8.600000,4,2.320000,0,False.
WA,136,408,403-5575,no,no,0,152.600000,97,25.940000,208.900000,85,17.760000,119.100000,99,5.360000,5.000000,10,1.350000,1,False.
NC,172,408,331-5962,no,yes,47,274.900000,102,46.730000,186.600000,118,15.860000,245.000000,123,11.030000,8.800000,2,2.380000,1,False.
ME,102,510,390-9627,no,no,0,195.700000,116,33.270000,209.100000,87,17.770000,201.100000,73,9.050000,8.300000,3,2.240000,1,True.
SD,113,415,406-4560,yes,no,0,204.300000,82,34.730000,188.800000,115,16.050000,139.400000,97,6.270000,9.200000,7,2.480000,1,False.
WV,79,415,359-6931,no,no,0,222.300000,99,37.790000,146.200000,82,12.430000,275.600000,82,12.400000,8.900000,4,2.400000,3,False.
ID,55,510,331-7342,no,yes,8,222.500000,104,37.830000,171.500000,94,14.580000,377.500000,114,16.990000,9.700000,2,2.620000,1,False.
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gitextract_bdpn04el/
├── .gitignore
├── LICENSE
├── README.md
├── datasets/
│ ├── churn.csv
│ └── model_deployment/
│ └── 07_phishing_clf.pkl
├── exercises/
│ ├── 02-Python&Numpy&Pandas.ipynb
│ ├── 03-IncomePrediction.ipynb
│ ├── 04-CreditScoring.ipynb
│ ├── 05-creditscoring_cross_validation.ipynb
│ ├── 06-fraud_detection_sampling.ipynb
│ ├── 07-fraud_detection_DT.ipynb
│ ├── 08-fraud_ensemble_bagging.ipynb
│ └── 10_CS_Churn.ipynb
└── notebooks/
├── 01-IntroMachineLearning.ipynb
├── 02-IntroPython_Numpy_Scypy_Pandas.ipynb
├── 03-linear_regression.ipynb
├── 04-logistic_regression.ipynb
├── 05-data_preparation_evaluation.ipynb
├── 06_Unbalanced_Datasets.ipynb
├── 07_decision_trees.ipynb
├── 08_EnsembleMethods_Bagging.ipynb
├── 09_StatisticalInference.ipynb
├── 10_CostSensitiveClassification.ipynb
├── 11_Model_Deployment.ipynb
├── m07_model_deployment.py
├── tree_titanic.dot
└── tree_vehicles.dot
SYMBOL INDEX (1 symbols across 1 files) FILE: notebooks/m07_model_deployment.py function predict_proba (line 8) | def predict_proba(url):
Condensed preview — 27 files, each showing path, character count, and a content snippet. Download the .json file or copy for the full structured content (5,843K chars).
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"chars": 42,
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"path": "LICENSE",
"chars": 1091,
"preview": "The MIT License (MIT)\n\nCopyright (c) 2016 Alejandro Correa Bahnsen\n\nPermission is hereby granted, free of charge, to any"
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{
"path": "README.md",
"chars": 5292,
"preview": "## Short Course\n# Applied Machine Learning for Risk Management\n\nThe use of statistical models in computer algorithms all"
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{
"path": "datasets/churn.csv",
"chars": 437903,
"preview": "State,Account Length,Area Code,Phone,Int'l Plan,VMail Plan,VMail Message,Day Mins,Day Calls,Day Charge,Eve Mins,Eve Call"
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]
// ... and 1 more files (download for full content)
About this extraction
This page contains the full source code of the albahnsen/ML_RiskManagement GitHub repository, extracted and formatted as plain text for AI agents and large language models (LLMs). The extraction includes 27 files (18.4 MB), approximately 1.4M tokens, and a symbol index with 1 extracted functions, classes, methods, constants, and types. Use this with OpenClaw, Claude, ChatGPT, Cursor, Windsurf, or any other AI tool that accepts text input. You can copy the full output to your clipboard or download it as a .txt file.
Extracted by GitExtract — free GitHub repo to text converter for AI. Built by Nikandr Surkov.