Duplicate from Harsh12/Rossmann_Sales_Prediction

Co-authored-by: Harsh Jain <Harsh12@users.noreply.huggingface.co>

.gitattributes

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+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ckpt filter=lfs diff=lfs merge=lfs -text
+*.ftz filter=lfs diff=lfs merge=lfs -text
+*.gz filter=lfs diff=lfs merge=lfs -text
+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.mlmodel filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
+*.npy filter=lfs diff=lfs merge=lfs -text
+*.npz filter=lfs diff=lfs merge=lfs -text
+*.onnx filter=lfs diff=lfs merge=lfs -text
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+*.parquet filter=lfs diff=lfs merge=lfs -text
+*.pb filter=lfs diff=lfs merge=lfs -text
+*.pickle filter=lfs diff=lfs merge=lfs -text
+*.pkl filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+*.safetensors filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
+*.tar.* filter=lfs diff=lfs merge=lfs -text
+*.tflite filter=lfs diff=lfs merge=lfs -text
+*.tgz filter=lfs diff=lfs merge=lfs -text
+*.wasm filter=lfs diff=lfs merge=lfs -text
+*.xz filter=lfs diff=lfs merge=lfs -text
+*.zip filter=lfs diff=lfs merge=lfs -text
+*.zst filter=lfs diff=lfs merge=lfs -text
+*tfevents* filter=lfs diff=lfs merge=lfs -text
+rf.sav filter=lfs diff=lfs merge=lfs -text
+Rossmann[[:space:]]Stores[[:space:]]Data[[:space:]](2).csv filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,14 @@
+---
+title: Rossman Sales Prediction
+emoji: 📊
+colorFrom: red
+colorTo: purple
+sdk: streamlit
+sdk_version: 1.17.0
+app_file: app.py
+pinned: false
+license: other
+duplicated_from: Harsh12/Rossmann_Sales_Prediction
+---
+
+Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

Rossmann Stores Data (2).csv

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+version https://git-lfs.github.com/spec/v1
+oid sha256:f6e4597c142d7d909a13d53b68a8e85c00b9a4c7b5ff40adbb37d6829cc1f4cc
+size 38057952

app.py

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+import streamlit as st
+import joblib 
+import pickle
+import pandas as pd
+
+# Load the model from disk
+model = joblib.load('rf.sav')
+# Load the model from disk
+with open('scaler.pkl', 'rb') as file:
+    scaler = pickle.load(file)
+
+st.title('Rossmann Sales Prediction App')
+
+st.write('This app takes in the several input parameters and predict the sales for a particular day of a 1115 rossmann stores.')
+
+
+store = int(st.number_input('Store Number (select between 1-1115)', step=1, min_value=1, max_value=1115))
+# st.write('Store Number is', store)
+
+week_days = ['Monday', 'Tuesday', 'Wednesday', 'Thursday', 'Friday', 'Saturday', 'Sunday']
+week_days_mapping = {'Monday':1, 'Tuesday':2, 'Wednesday':3, 'Thursday':4, 'Friday':5, 'Saturday':6, 'Sunday':7}
+
+week_days_input = st.selectbox('Select the day of the week', week_days)
+
+# st.write(week_days_input)
+
+col1, col2 = st.columns(2)
+
+
+with col1:
+    promo = ['yes', 'no']
+    promo_map = {'yes':1, 'no':0}
+
+    promo_or_not = st.selectbox('Promotion was opted or not?', promo)
+
+with col2:
+    school_holiday = ['yes', 'no']
+    school_map = {'yes':1, 'no':0}
+
+    school_holiday_or_not = st.selectbox('Is there a School Holiday?', school_holiday)
+
+
+col3, col4 = st.columns(2)
+
+with col3:
+    year = st.number_input('Enter the year:',step=1, min_value=1973, max_value=2025)
+    
+
+with col4:
+    months = ['January', 'February', 'March', 'April', 'May', 'June', 'July', 'August', 'September', 'October', 'November', 'December']
+
+    month_map = {'January': 1, 'February': 2, 'March': 3, 'April': 4, 'May': 5, 'June': 6,
+              'July': 7, 'August': 8, 'September': 9, 'October': 10, 'November': 11, 'December': 12}
+
+
+    select_month = st.selectbox('Select the month', months)
+
+
+days = st.number_input('Enter the day number for which you want to predict:', step=1, min_value=1, max_value=31)
+
+
+stores_type = ['a', 'b', 'c', 'd']
+stores_type_input = st.selectbox('Select the type of store', stores_type)
+
+assortment_type = ['basic', 'extra', 'extended']
+assortment_type_map = {'basic':'a', 'extra':'b', 'extended':'c'}
+assortment_type_input = st.selectbox('Select the assortment type (variations in the product)', assortment_type)
+
+customers = st.number_input('Enter the expected number of customers', step=5, min_value=5, max_value=7500)
+comp_distance = st.number_input('Enter the distance in meters to the nearest competitor store', step=1)
+comp_open_since_month = float(st.number_input('The month is which the nearest competitor store was opened (1-12)', step=1, min_value=1, max_value=12))
+comp_open_since_year = float(st.number_input('The year in which the nearest competitor store was opened', step=1, min_value=1973, max_value=2025))
+
+
+competition_open = (12* (year-comp_open_since_year)) + (month_map[select_month] - (comp_open_since_month))
+
+if stores_type_input == 'a':
+    store_type_value_b = 0
+    store_type_value_c = 0
+    store_type_value_d = 0
+
+if stores_type_input == 'b':
+    store_type_value_b = 1
+    store_type_value_c = 0
+    store_type_value_d = 0
+
+if stores_type_input == 'c':
+    store_type_value_b = 0
+    store_type_value_c = 1
+    store_type_value_d = 0
+
+if stores_type_input == 'd':
+    store_type_value_b = 0
+    store_type_value_c = 0
+    store_type_value_d = 1
+
+if assortment_type_input == 'basic':
+    assortment_b = 0
+    assortment_c = 0
+
+if assortment_type_input == 'extra':
+    assortment_b = 1
+    assortment_c = 0
+
+if assortment_type_input == 'extended':
+    assortment_b = 0
+    assortment_c = 1
+
+
+
+
+
+if st.button('Predict Sales'):
+
+    try:
+        final_dict = {'Store':store, 'day_of_week':week_days_mapping[week_days_input], 
+                    'promotion':promo_map[promo_or_not], 'school holiday':school_map[school_holiday_or_not],
+                    'year':year, 'month':month_map[select_month], 'day':days, 'store b':store_type_value_b,
+                    'store c':store_type_value_c, 'store d':store_type_value_d, 'assortment b':assortment_b,
+                    'assortment c':assortment_c, 'customers':customers, 'Comp Dist':comp_distance,
+                    'Comp_open': competition_open}
+
+
+        final_df = pd.DataFrame([final_dict])
+        final_df_scaled = scaler.transform(final_df)
+        # st.write(final_df_scaled)
+        # st.write(final_df)
+
+        sales = model.predict(final_df_scaled)
+        st.write('The sales for this particular day of the store you selected is:', sales[0])
+
+    except Exception as e:
+        st.error('There is something wrong, please enter the correct inputs', e)
+
+
+
+

rf.sav

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+oid sha256:6c823c1b300d10af088307231fa049cbfb65c08b3ddec40df5d6e28b15d8cf0b
+size 5452446977

scaler.pkl

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+version https://git-lfs.github.com/spec/v1
+oid sha256:ab5677e272ce2eb0d05a76a25ea064d1a6bfb95f9eedb50d7169b0a5d29c2249
+size 1359

store.csv

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+"Store","StoreType","Assortment","CompetitionDistance","CompetitionOpenSinceMonth","CompetitionOpenSinceYear","Promo2","Promo2SinceWeek","Promo2SinceYear","PromoInterval"
+1,"c","a",1270,9,2008,0,,,""
+2,"a","a",570,11,2007,1,13,2010,"Jan,Apr,Jul,Oct"
+3,"a","a",14130,12,2006,1,14,2011,"Jan,Apr,Jul,Oct"
+4,"c","c",620,9,2009,0,,,""
+5,"a","a",29910,4,2015,0,,,""
+6,"a","a",310,12,2013,0,,,""
+7,"a","c",24000,4,2013,0,,,""
+8,"a","a",7520,10,2014,0,,,""
+9,"a","c",2030,8,2000,0,,,""
+10,"a","a",3160,9,2009,0,,,""
+11,"a","c",960,11,2011,1,1,2012,"Jan,Apr,Jul,Oct"
+12,"a","c",1070,,,1,13,2010,"Jan,Apr,Jul,Oct"
+13,"d","a",310,,,1,45,2009,"Feb,May,Aug,Nov"
+14,"a","a",1300,3,2014,1,40,2011,"Jan,Apr,Jul,Oct"
+15,"d","c",4110,3,2010,1,14,2011,"Jan,Apr,Jul,Oct"
+16,"a","c",3270,,,0,,,""
+17,"a","a",50,12,2005,1,26,2010,"Jan,Apr,Jul,Oct"
+18,"d","c",13840,6,2010,1,14,2012,"Jan,Apr,Jul,Oct"
+19,"a","c",3240,,,1,22,2011,"Mar,Jun,Sept,Dec"
+20,"d","a",2340,5,2009,1,40,2014,"Jan,Apr,Jul,Oct"
+21,"c","c",550,10,1999,1,45,2009,"Jan,Apr,Jul,Oct"
+22,"a","a",1040,,,1,22,2012,"Jan,Apr,Jul,Oct"
+23,"d","a",4060,8,2005,0,,,""
+24,"a","c",4590,3,2000,1,40,2011,"Jan,Apr,Jul,Oct"
+25,"c","a",430,4,2003,0,,,""
+26,"d","a",2300,,,0,,,""
+27,"a","a",60,1,2005,1,5,2011,"Jan,Apr,Jul,Oct"
+28,"a","a",1200,10,2014,1,6,2015,"Mar,Jun,Sept,Dec"
+29,"d","c",2170,,,0,,,""
+30,"a","a",40,2,2014,1,10,2014,"Mar,Jun,Sept,Dec"
+31,"d","c",9800,7,2012,0,,,""
+32,"a","a",2910,,,1,45,2009,"Feb,May,Aug,Nov"
+33,"a","c",1320,5,2013,0,,,""
+34,"c","a",2240,9,2009,0,,,""
+35,"d","c",7660,10,2000,1,1,2012,"Jan,Apr,Jul,Oct"
+36,"a","c",540,6,2003,1,40,2014,"Jan,Apr,Jul,Oct"
+37,"c","a",4230,12,2014,0,,,""
+38,"d","a",1090,4,2007,0,,,""
+39,"a","a",260,10,2006,1,31,2013,"Feb,May,Aug,Nov"
+40,"a","a",180,,,1,45,2009,"Feb,May,Aug,Nov"
+41,"d","c",1180,,,1,31,2013,"Jan,Apr,Jul,Oct"
+42,"a","c",290,,,1,40,2011,"Jan,Apr,Jul,Oct"
+43,"d","a",4880,,,1,37,2009,"Jan,Apr,Jul,Oct"
+44,"a","a",540,6,2011,0,,,""
+45,"d","a",9710,2,2014,0,,,""
+46,"c","a",1200,9,2005,1,14,2011,"Jan,Apr,Jul,Oct"
+47,"a","c",270,4,2013,1,14,2013,"Jan,Apr,Jul,Oct"
+48,"a","a",1060,5,2012,0,,,""
+49,"d","c",18010,9,2007,0,,,""
+50,"d","a",6260,11,2009,0,,,""
+51,"a","c",10570,7,2013,1,9,2011,"Jan,Apr,Jul,Oct"
+52,"d","c",450,4,2014,1,39,2010,"Jan,Apr,Jul,Oct"
+53,"a","c",30360,9,2013,0,,,""
+54,"d","c",7170,8,2014,1,5,2013,"Feb,May,Aug,Nov"
+55,"a","a",720,11,2004,0,,,""
+56,"d","c",6620,3,2012,1,10,2014,"Mar,Jun,Sept,Dec"
+57,"d","c",420,6,2014,0,,,""
+58,"a","c",7340,5,2008,1,27,2012,"Jan,Apr,Jul,Oct"
+59,"a","c",2840,6,2007,1,14,2011,"Jan,Apr,Jul,Oct"
+60,"d","c",5540,10,2009,0,,,""
+61,"a","c",350,12,2007,1,1,2012,"Jan,Apr,Jul,Oct"
+62,"a","a",2050,,,0,,,""
+63,"c","c",3700,6,2010,1,18,2010,"Feb,May,Aug,Nov"
+64,"d","c",22560,,,1,14,2013,"Jan,Apr,Jul,Oct"
+65,"a","c",13840,5,2010,1,1,2012,"Jan,Apr,Jul,Oct"
+66,"d","a",7660,,,1,37,2009,"Jan,Apr,Jul,Oct"
+67,"a","c",410,2,2006,0,,,""
+68,"a","c",250,,,1,35,2012,"Mar,Jun,Sept,Dec"
+69,"c","c",1130,,,1,40,2011,"Jan,Apr,Jul,Oct"
+70,"c","c",4840,,,0,,,""
+71,"a","a",17500,8,2008,1,37,2009,"Mar,Jun,Sept,Dec"
+72,"a","a",2200,12,2009,1,13,2010,"Jan,Apr,Jul,Oct"
+73,"a","c",1650,9,2008,0,,,""
+74,"a","a",330,,,0,,,""
+75,"d","c",22440,12,2013,0,,,""
+76,"d","c",19960,3,2006,0,,,""
+77,"d","c",1090,8,2009,1,10,2014,"Jan,Apr,Jul,Oct"
+78,"a","a",3510,11,2006,1,5,2013,"Feb,May,Aug,Nov"
+79,"a","a",3320,,,0,,,""
+80,"d","a",7910,,,0,,,""
+81,"a","a",2370,3,2011,1,40,2014,"Jan,Apr,Jul,Oct"
+82,"a","a",22390,4,2008,1,37,2009,"Jan,Apr,Jul,Oct"
+83,"a","a",2710,,,0,,,""
+84,"a","c",11810,8,2014,0,,,""
+85,"b","a",1870,10,2011,0,,,""
+86,"a","a",480,2,2005,1,31,2013,"Jan,Apr,Jul,Oct"
+87,"a","a",560,12,2010,0,,,""
+88,"a","a",10690,10,2005,0,,,""
+89,"a","a",2380,7,2004,1,40,2014,"Jan,Apr,Jul,Oct"
+90,"a","a",330,11,2007,0,,,""
+91,"c","a",2410,,,1,35,2011,"Jan,Apr,Jul,Oct"
+92,"c","a",240,,,1,45,2009,"Feb,May,Aug,Nov"
+93,"a","a",16690,,,1,14,2011,"Jan,Apr,Jul,Oct"
+94,"d","c",14620,,,0,,,""
+95,"a","a",1890,10,2014,0,,,""
+96,"a","a",8780,2,2005,1,37,2009,"Jan,Apr,Jul,Oct"
+97,"d","c",8980,,,0,,,""
+98,"d","c",15140,12,2006,1,1,2012,"Jan,Apr,Jul,Oct"
+99,"c","c",2030,11,2003,1,22,2012,"Mar,Jun,Sept,Dec"
+100,"d","a",17930,,,0,,,""
+101,"d","c",2440,,,1,22,2012,"Mar,Jun,Sept,Dec"
+102,"a","a",150,12,2007,1,10,2014,"Mar,Jun,Sept,Dec"
+103,"d","c",5210,5,2015,0,,,""
+104,"a","a",390,6,2009,0,,,""
+105,"a","c",6190,,,1,23,2013,"Mar,Jun,Sept,Dec"
+106,"a","a",1390,8,2013,0,,,""
+107,"a","a",1930,9,2009,0,,,""
+108,"d","c",2190,9,2003,0,,,""
+109,"a","c",3300,11,2010,0,,,""
+110,"a","c",46590,4,2013,0,,,""
+111,"d","c",7890,,,1,37,2009,"Jan,Apr,Jul,Oct"
+112,"a","a",1630,9,2009,0,,,""
+113,"d","c",20930,11,1999,0,,,""
+114,"c","a",4510,,,1,48,2011,"Mar,Jun,Sept,Dec"
+115,"d","c",5740,4,2007,1,40,2014,"Jan,Apr,Jul,Oct"
+116,"a","a",680,4,2013,0,,,""
+117,"a","a",3450,9,2011,0,,,""
+118,"d","c",3580,9,2012,0,,,""
+119,"a","c",2100,2,2010,0,,,""
+120,"d","a",2290,12,2014,1,37,2009,"Jan,Apr,Jul,Oct"
+121,"a","a",3570,11,2009,1,36,2013,"Mar,Jun,Sept,Dec"
+122,"a","c",58260,4,2013,0,,,""
+123,"a","a",16760,9,2011,0,,,""
+124,"a","a",1410,4,2003,0,,,""
+125,"a","a",760,12,2005,0,,,""
+126,"d","a",3370,10,2014,1,18,2011,"Feb,May,Aug,Nov"
+127,"d","a",1350,12,2005,1,13,2010,"Jan,Apr,Jul,Oct"
+128,"d","c",2000,,,1,1,2013,"Jan,Apr,Jul,Oct"
+129,"a","a",2460,,,1,14,2011,"Jan,Apr,Jul,Oct"
+130,"c","a",900,,,1,13,2010,"Jan,Apr,Jul,Oct"
+131,"c","a",920,7,2015,0,,,""
+132,"d","c",1040,,,1,27,2012,"Jan,Apr,Jul,Oct"
+133,"a","a",270,8,2013,1,10,2014,"Mar,Jun,Sept,Dec"
+134,"a","a",1200,9,2008,0,,,""
+135,"d","a",5190,,,1,1,2013,"Jan,Apr,Jul,Oct"
+136,"a","c",2200,12,2010,1,22,2012,"Feb,May,Aug,Nov"
+137,"a","a",1730,7,2015,1,40,2014,"Jan,Apr,Jul,Oct"
+138,"a","c",25360,10,2014,0,,,""
+139,"a","a",1700,1,2008,1,14,2011,"Jan,Apr,Jul,Oct"
+140,"a","c",1090,7,2010,1,1,2013,"Jan,Apr,Jul,Oct"
+141,"c","c",1540,,,1,22,2012,"Mar,Jun,Sept,Dec"
+142,"a","a",1090,7,2002,0,,,""
+143,"d","a",2930,12,2002,0,,,""
+144,"a","c",16570,,,0,,,""
+145,"a","a",280,,,1,45,2009,"Feb,May,Aug,Nov"
+146,"d","c",8050,10,1961,1,48,2012,"Jan,Apr,Jul,Oct"
+147,"d","c",8540,,,0,,,""
+148,"a","a",2090,12,2008,0,,,""
+149,"d","a",2610,7,2006,1,14,2011,"Jan,Apr,Jul,Oct"
+150,"c","c",31830,3,2010,0,,,""
+151,"d","c",4360,10,2005,0,,,""
+152,"a","a",1780,,,0,,,""
+153,"a","a",16240,10,2000,1,18,2011,"Feb,May,Aug,Nov"
+154,"d","c",16420,,,0,,,""
+155,"d","a",3050,,,1,35,2010,"Jan,Apr,Jul,Oct"
+156,"a","a",2020,2,2011,1,14,2011,"Mar,Jun,Sept,Dec"
+157,"a","c",2950,10,2004,0,,,""
+158,"d","c",11840,,,1,31,2009,"Feb,May,Aug,Nov"
+159,"d","a",8530,3,2013,0,,,""
+160,"d","c",17110,11,2005,0,,,""
+161,"a","c",2970,3,2005,0,,,""
+162,"d","c",5340,3,2012,1,13,2010,"Jan,Apr,Jul,Oct"
+163,"a","a",1480,4,2009,0,,,""
+164,"a","a",1160,9,2005,1,13,2010,"Jan,Apr,Jul,Oct"
+165,"a","a",3720,4,2005,1,13,2010,"Jan,Apr,Jul,Oct"
+166,"a","c",100,4,2014,1,31,2013,"Jan,Apr,Jul,Oct"
+167,"a","a",140,4,2008,0,,,""
+168,"a","a",12540,,,0,,,""
+169,"d","a",980,7,2014,1,18,2014,"Feb,May,Aug,Nov"
+170,"a","a",1070,5,2015,1,14,2011,"Jan,Apr,Jul,Oct"
+171,"a","a",2640,,,0,,,""
+172,"a","a",110,,,1,40,2014,"Jan,Apr,Jul,Oct"
+173,"a","a",350,12,2012,0,,,""
+174,"a","a",13090,,,1,22,2012,"Jan,Apr,Jul,Oct"
+175,"c","a",4130,,,0,,,""
+176,"a","a",3770,,,0,,,""
+177,"a","a",1250,2,2004,1,5,2013,"Feb,May,Aug,Nov"
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+180,"d","a",5800,9,2010,0,,,""
+181,"a","a",12610,3,2013,1,14,2011,"Jan,Apr,Jul,Oct"
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+184,"d","c",3560,,,0,,,""
+185,"d","c",1860,5,2015,0,,,""
+186,"a","a",290,10,2011,1,40,2014,"Jan,Apr,Jul,Oct"
+187,"a","c",19360,,,0,,,""
+188,"d","a",850,,,1,18,2011,"Feb,May,Aug,Nov"
+189,"d","a",5760,7,2014,0,,,""
+190,"a","a",1470,12,2006,1,40,2014,"Jan,Apr,Jul,Oct"
+191,"a","a",1100,8,2013,1,40,2014,"Jan,Apr,Jul,Oct"
+192,"d","c",2770,3,2008,1,40,2014,"Jan,Apr,Jul,Oct"
+193,"a","a",520,,,0,,,""
+194,"d","c",16970,,,1,5,2013,"Feb,May,Aug,Nov"
+195,"a","c",220,,,0,,,""
+196,"c","a",3850,11,2005,1,14,2011,"Jan,Apr,Jul,Oct"
+197,"c","a",4210,3,2015,0,,,""
+198,"a","a",290,9,2002,1,13,2010,"Jan,Apr,Jul,Oct"
+199,"d","c",6360,12,2010,1,14,2012,"Mar,Jun,Sept,Dec"
+200,"a","a",1650,10,2000,0,,,""
+201,"d","a",20260,,,1,18,2014,"Mar,Jun,Sept,Dec"
+202,"d","c",5140,5,2010,0,,,""
+203,"c","c",490,11,2002,0,,,""
+204,"a","a",5630,12,2002,1,40,2014,"Jan,Apr,Jul,Oct"
+205,"a","a",110,12,2007,0,,,""
+206,"a","c",380,,,1,14,2012,"Jan,Apr,Jul,Oct"
+207,"a","a",6870,,,0,,,""
+208,"c","a",300,4,2006,0,,,""
+209,"a","c",11680,9,2011,1,31,2013,"Jan,Apr,Jul,Oct"
+210,"d","a",970,11,1999,1,5,2013,"Feb,May,Aug,Nov"
+211,"a","c",350,11,2006,0,,,""
+212,"a","c",15050,9,2008,0,,,""
+213,"d","c",4030,3,2014,1,1,2014,"Jan,Apr,Jul,Oct"
+214,"d","a",8650,7,2013,1,10,2014,"Jan,Apr,Jul,Oct"
+215,"d","a",150,,,1,45,2009,"Feb,May,Aug,Nov"
+216,"c","a",190,,,1,45,2009,"Feb,May,Aug,Nov"
+217,"c","a",3150,,,0,,,""
+218,"a","c",640,,,1,9,2011,"Mar,Jun,Sept,Dec"
+219,"a","a",1640,2,2013,0,,,""
+220,"a","a",1000,9,2008,0,,,""
+221,"d","c",13530,9,2013,0,,,""
+222,"a","a",2170,11,2008,0,,,""
+223,"d","c",2920,10,1995,1,27,2011,"Jan,Apr,Jul,Oct"
+224,"d","c",7930,,,1,1,2013,"Jan,Apr,Jul,Oct"
+225,"d","a",10180,5,2015,0,,,""
+226,"a","a",450,,,0,,,""
+227,"a","a",2370,,,0,,,""
+228,"d","c",10800,,,1,18,2011,"Feb,May,Aug,Nov"
+229,"d","c",17410,4,2007,1,14,2011,"Jan,Apr,Jul,Oct"
+230,"d","c",6680,9,2013,0,,,""
+231,"d","c",3840,10,2008,1,39,2010,"Feb,May,Aug,Nov"
+232,"c","c",13570,5,2010,1,10,2013,"Mar,Jun,Sept,Dec"
+233,"a","a",1890,,,0,,,""
+234,"d","a",4370,,,0,,,""
+235,"a","a",5710,3,2012,1,37,2009,"Jan,Apr,Jul,Oct"
+236,"a","a",1000,11,2007,0,,,""
+237,"a","a",1420,11,2007,0,,,""
+238,"a","a",320,,,1,45,2009,"Feb,May,Aug,Nov"
+239,"d","c",610,,,0,,,""
+240,"a","a",1110,5,2009,0,,,""
+241,"d","c",780,,,0,,,""
+242,"d","a",6880,9,2001,1,14,2011,"Jan,Apr,Jul,Oct"
+243,"a","a",310,,,1,5,2013,"Feb,May,Aug,Nov"
+244,"d","a",710,3,2012,1,1,2012,"Jan,Apr,Jul,Oct"
+245,"a","c",1310,,,0,,,""
+246,"c","a",4660,4,2013,0,,,""
+247,"d","c",70,11,2010,1,5,2013,"Feb,May,Aug,Nov"
+248,"a","c",340,9,2012,1,40,2012,"Jan,Apr,Jul,Oct"
+249,"d","c",18010,9,2014,0,,,""
+250,"d","a",3520,,,1,18,2012,"Feb,May,Aug,Nov"
+251,"a","c",340,,,0,,,""
+252,"d","c",22330,,,1,5,2010,"Feb,May,Aug,Nov"
+253,"a","c",250,,,1,5,2013,"Feb,May,Aug,Nov"
+254,"d","a",330,3,2008,1,1,2012,"Mar,Jun,Sept,Dec"
+255,"c","c",4630,3,2011,1,35,2011,"Feb,May,Aug,Nov"
+256,"a","c",80,9,2005,1,10,2014,"Mar,Jun,Sept,Dec"
+257,"a","a",420,12,2012,0,,,""
+258,"a","a",27190,7,2010,1,37,2009,"Jan,Apr,Jul,Oct"
+259,"b","b",210,,,0,,,""
+260,"a","a",540,10,2011,0,,,""
+261,"d","c",15340,4,2015,1,39,2009,"Jan,Apr,Jul,Oct"
+262,"b","a",1180,5,2013,0,,,""
+263,"a","c",1140,5,2013,1,40,2014,"Jan,Apr,Jul,Oct"
+264,"a","a",180,3,2014,0,,,""
+265,"a","a",4580,,,1,14,2015,"Jan,Apr,Jul,Oct"
+266,"a","c",360,3,2014,1,9,2011,"Mar,Jun,Sept,Dec"
+267,"c","a",2460,1,2012,0,,,""
+268,"a","a",4520,2,2014,0,,,""
+269,"a","c",60,6,2015,0,,,""
+270,"a","a",1450,7,2014,0,,,""
+271,"a","a",420,,,1,14,2011,"Jan,Apr,Jul,Oct"
+272,"a","a",16180,7,2003,1,14,2011,"Jan,Apr,Jul,Oct"
+273,"a","c",8480,,,0,,,""
+274,"b","b",3640,,,1,10,2013,"Jan,Apr,Jul,Oct"
+275,"d","a",300,5,2014,1,40,2014,"Jan,Apr,Jul,Oct"
+276,"a","a",2960,10,2014,1,36,2013,"Mar,Jun,Sept,Dec"
+277,"d","c",7840,,,1,31,2009,"Feb,May,Aug,Nov"
+278,"a","c",9260,2,2010,0,,,""
+279,"d","c",2320,,,1,40,2012,"Jan,Apr,Jul,Oct"
+280,"d","c",18640,9,2013,1,10,2014,"Mar,Jun,Sept,Dec"
+281,"d","c",6970,9,2011,0,,,""
+282,"a","a",1220,12,2010,0,,,""
+283,"a","a",2260,,,1,40,2014,"Jan,Apr,Jul,Oct"
+284,"d","a",1290,,,1,40,2014,"Jan,Apr,Jul,Oct"
+285,"a","a",2410,,,0,,,""
+286,"a","a",1460,4,2015,0,,,""
+287,"c","a",2740,5,2009,1,40,2014,"Jan,Apr,Jul,Oct"
+288,"d","a",800,,,1,14,2011,"Mar,Jun,Sept,Dec"
+289,"d","a",6540,12,2007,0,,,""
+290,"a","a",4150,5,2001,0,,,""
+291,"d","a",,,,0,,,""
+292,"a","a",1100,6,2009,0,,,""
+293,"c","c",140,11,2007,0,,,""
+294,"a","a",3150,5,2005,0,,,""
+295,"a","a",210,11,2000,1,36,2013,"Mar,Jun,Sept,Dec"
+296,"a","a",9580,5,2007,1,45,2014,"Feb,May,Aug,Nov"
+297,"a","a",2300,9,2010,0,,,""
+298,"d","a",19840,7,2009,0,,,""
+299,"d","c",38630,9,2012,0,,,""
+300,"a","c",120,4,2009,1,1,2012,"Jan,Apr,Jul,Oct"
+301,"a","c",4510,3,2015,0,,,""
+302,"d","c",2190,12,2007,1,9,2011,"Mar,Jun,Sept,Dec"
+303,"a","a",15430,11,2012,1,18,2011,"Feb,May,Aug,Nov"
+304,"a","a",1950,7,2015,0,,,""
+305,"c","c",2470,2,2005,1,31,2013,"Mar,Jun,Sept,Dec"
+306,"a","a",5100,4,2007,1,40,2014,"Jan,Apr,Jul,Oct"
+307,"a","a",18660,9,2002,0,,,""
+308,"a","a",1070,12,2006,1,13,2010,"Jan,Apr,Jul,Oct"
+309,"d","a",8740,,,1,37,2009,"Feb,May,Aug,Nov"
+310,"a","c",2290,,,1,10,2014,"Mar,Jun,Sept,Dec"
+311,"a","c",680,7,2005,0,,,""
+312,"d","a",11300,3,2012,0,,,""
+313,"d","c",14160,,,0,,,""
+314,"a","a",3560,10,2001,1,31,2013,"Feb,May,Aug,Nov"
+315,"a","c",38710,4,2013,0,,,""
+316,"d","a",9000,8,2001,0,,,""
+317,"d","a",3140,7,2013,1,14,2011,"Jan,Apr,Jul,Oct"
+318,"d","c",32330,3,2014,0,,,""
+319,"a","c",570,9,2012,1,27,2012,"Mar,Jun,Sept,Dec"
+320,"a","c",210,9,2012,0,,,""
+321,"c","c",8140,11,2013,1,10,2014,"Mar,Jun,Sept,Dec"
+322,"a","a",17500,4,2001,1,37,2009,"Jan,Apr,Jul,Oct"
+323,"d","c",8400,4,2012,1,5,2013,"Feb,May,Aug,Nov"
+324,"a","a",13140,,,1,14,2011,"Jan,Apr,Jul,Oct"
+325,"a","c",350,3,2011,1,22,2011,"Feb,May,Aug,Nov"
+326,"d","a",10070,5,2015,1,31,2013,"Feb,May,Aug,Nov"
+327,"c","c",1390,12,2004,0,,,""
+328,"a","a",3130,7,2002,0,,,""
+329,"a","a",1310,6,1990,1,22,2012,"Mar,Jun,Sept,Dec"
+330,"a","c",370,,,1,22,2012,"Mar,Jun,Sept,Dec"
+331,"a","c",670,,,1,14,2015,"Jan,Apr,Jul,Oct"
+332,"a","a",1840,3,2006,0,,,""
+333,"a","c",3720,2,2010,0,,,""
+334,"d","c",4040,8,2008,1,18,2013,"Mar,Jun,Sept,Dec"
+335,"b","a",90,,,1,31,2013,"Jan,Apr,Jul,Oct"
+336,"a","a",190,7,2014,0,,,""
+337,"d","c",10600,7,2005,1,45,2014,"Feb,May,Aug,Nov"
+338,"a","c",1590,,,1,37,2009,"Jan,Apr,Jul,Oct"
+339,"a","c",2280,,,1,10,2013,"Mar,Jun,Sept,Dec"
+340,"a","c",8080,,,0,,,""
+341,"a","a",190,9,2011,0,,,""
+342,"d","c",15770,,,1,40,2014,"Jan,Apr,Jul,Oct"
+343,"d","a",18650,4,2004,1,14,2014,"Jan,Apr,Jul,Oct"
+344,"a","c",300,4,2011,1,14,2011,"Jan,Apr,Jul,Oct"
+345,"a","a",120,,,1,22,2012,"Jan,Apr,Jul,Oct"
+346,"a","c",8090,,,0,,,""
+347,"d","c",9360,7,2013,1,22,2012,"Mar,Jun,Sept,Dec"
+348,"a","a",16490,,,1,22,2012,"Jan,Apr,Jul,Oct"
+349,"c","c",1490,4,2009,0,,,""
+350,"d","a",8880,,,1,14,2011,"Jan,Apr,Jul,Oct"
+351,"a","a",5290,11,2012,1,5,2013,"Feb,May,Aug,Nov"
+352,"d","c",6360,,,1,40,2012,"Mar,Jun,Sept,Dec"
+353,"b","b",900,,,1,14,2013,"Feb,May,Aug,Nov"
+354,"d","c",1500,10,2005,0,,,""
+355,"a","c",9720,8,2013,0,,,""
+356,"d","c",8970,12,2007,1,22,2012,"Feb,May,Aug,Nov"
+357,"a","a",2060,10,2008,0,,,""
+358,"a","a",2890,10,2003,0,,,""
+359,"d","c",4370,,,0,,,""
+360,"a","a",2040,6,2007,0,,,""
+361,"c","c",4490,5,2014,1,5,2013,"Feb,May,Aug,Nov"
+362,"c","c",340,,,0,,,""
+363,"a","a",250,9,2009,0,,,""
+364,"a","c",13620,,,1,10,2014,"Mar,Jun,Sept,Dec"
+365,"c","a",2410,,,1,45,2009,"Feb,May,Aug,Nov"
+366,"d","c",6470,12,2004,0,,,""
+367,"d","c",2640,9,2012,0,,,""
+368,"d","c",1450,4,2005,1,45,2009,"Feb,May,Aug,Nov"
+369,"d","c",5870,4,2014,0,,,""
+370,"d","a",8250,10,2000,1,31,2009,"Jan,Apr,Jul,Oct"
+371,"d","c",1970,7,2009,1,45,2014,"Feb,May,Aug,Nov"
+372,"d","c",4880,8,2010,1,18,2014,"Jan,Apr,Jul,Oct"
+373,"d","c",11120,,,1,22,2012,"Jan,Apr,Jul,Oct"
+374,"a","a",1150,9,2007,0,,,""
+375,"a","c",15710,2,2013,1,37,2009,"Jan,Apr,Jul,Oct"
+376,"a","a",160,8,2012,0,,,""
+377,"a","c",100,6,2010,1,18,2010,"Feb,May,Aug,Nov"
+378,"a","c",2140,8,2012,0,,,""
+379,"d","a",6630,,,0,,,""
+380,"a","a",2240,5,2013,1,10,2014,"Mar,Jun,Sept,Dec"
+381,"a","a",1800,11,2006,1,5,2013,"Feb,May,Aug,Nov"
+382,"c","c",26130,11,2002,0,,,""
+383,"a","c",350,,,0,,,""
+384,"a","c",130,,,1,14,2011,"Jan,Apr,Jul,Oct"
+385,"d","a",4580,9,2007,0,,,""
+386,"d","c",1460,4,2014,1,31,2013,"Jan,Apr,Jul,Oct"
+387,"c","a",210,,,1,36,2013,"Mar,Jun,Sept,Dec"
+388,"a","a",2260,,,0,,,""
+389,"a","c",6690,8,2011,0,,,""
+390,"a","c",1600,4,2009,0,,,""
+391,"a","a",460,11,2014,1,31,2013,"Feb,May,Aug,Nov"
+392,"a","a",2120,,,0,,,""
+393,"d","c",4820,3,2008,0,,,""
+394,"d","a",10850,,,0,,,""
+395,"a","a",3620,2,2013,0,,,""
+396,"a","c",23130,,,0,,,""
+397,"a","c",130,,,1,27,2013,"Feb,May,Aug,Nov"
+398,"c","c",1540,,,1,1,2012,"Jan,Apr,Jul,Oct"
+399,"a","a",5360,9,2012,1,40,2011,"Jan,Apr,Jul,Oct"
+400,"a","a",70,11,2004,1,14,2011,"Jan,Apr,Jul,Oct"
+401,"a","c",9200,10,2009,1,14,2012,"Jan,Apr,Jul,Oct"
+402,"c","c",5830,9,2011,1,13,2010,"Jan,Apr,Jul,Oct"
+403,"a","a",4970,7,2015,0,,,""
+404,"a","c",1420,,,1,10,2013,"Mar,Jun,Sept,Dec"
+405,"a","a",1080,4,2008,1,14,2011,"Jan,Apr,Jul,Oct"
+406,"d","c",8240,3,2001,1,10,2013,"Feb,May,Aug,Nov"
+407,"a","a",5890,10,2003,1,14,2011,"Feb,May,Aug,Nov"
+408,"c","a",1560,,,1,45,2009,"Feb,May,Aug,Nov"
+409,"d","c",840,,,1,1,2013,"Jan,Apr,Jul,Oct"
+410,"c","a",40,11,2011,1,22,2012,"Mar,Jun,Sept,Dec"
+411,"d","c",8460,,,0,,,""
+412,"d","c",4460,,,1,39,2010,"Jan,Apr,Jul,Oct"
+413,"a","c",760,9,2014,0,,,""
+414,"d","c",6210,,,1,1,2013,"Jan,Apr,Jul,Oct"
+415,"d","c",6910,4,2005,0,,,""
+416,"a","c",4650,6,2014,0,,,""
+417,"a","c",840,,,1,10,2014,"Jan,Apr,Jul,Oct"
+418,"a","a",1060,5,2009,1,27,2011,"Feb,May,Aug,Nov"
+419,"c","a",1620,9,2009,0,,,""
+420,"d","c",250,,,1,27,2012,"Jan,Apr,Jul,Oct"
+421,"c","c",3530,6,2012,1,35,2012,"Mar,Jun,Sept,Dec"
+422,"a","c",2880,,,0,,,""
+423,"b","a",1270,5,2014,0,,,""
+424,"d","c",1250,,,1,40,2011,"Jan,Apr,Jul,Oct"
+425,"d","c",1460,,,0,,,""
+426,"a","a",250,,,0,,,""
+427,"a","c",70,7,2005,1,13,2010,"Jan,Apr,Jul,Oct"
+428,"d","a",2960,12,2014,1,23,2015,"Mar,Jun,Sept,Dec"
+429,"d","c",16350,7,2005,1,31,2013,"Jan,Apr,Jul,Oct"
+430,"d","c",12870,10,2008,0,,,""
+431,"d","c",4520,,,0,,,""
+432,"a","a",810,5,2013,0,,,""
+433,"a","c",30030,11,2010,0,,,""
+434,"a","a",13020,8,2003,1,40,2014,"Jan,Apr,Jul,Oct"
+435,"a","a",910,,,0,,,""
+436,"d","a",2300,,,0,,,""
+437,"c","c",430,,,1,50,2010,"Jan,Apr,Jul,Oct"
+438,"d","c",1110,,,1,40,2012,"Jan,Apr,Jul,Oct"
+439,"a","a",1350,9,2009,0,,,""
+440,"d","a",3900,4,2005,1,45,2009,"Feb,May,Aug,Nov"
+441,"d","a",2530,,,0,,,""
+442,"c","a",500,,,1,45,2009,"Feb,May,Aug,Nov"
+443,"d","a",11400,12,2005,0,,,""
+444,"c","a",1700,11,2009,0,,,""
+445,"a","a",240,,,0,,,""
+446,"a","a",340,10,2000,1,31,2013,"Feb,May,Aug,Nov"
+447,"a","c",1510,9,2013,0,,,""
+448,"a","c",3970,9,2009,0,,,""
+449,"a","c",120,12,2014,1,37,2009,"Jan,Apr,Jul,Oct"
+450,"c","a",5780,11,1994,1,10,2014,"Mar,Jun,Sept,Dec"
+451,"a","a",2460,4,2009,1,13,2010,"Jan,Apr,Jul,Oct"
+452,"a","c",1850,8,2013,1,5,2011,"Feb,May,Aug,Nov"
+453,"a","c",75860,,,0,,,""
+454,"a","a",26450,,,0,,,""
+455,"d","c",7660,9,2010,0,,,""
+456,"a","c",140,,,0,,,""
+457,"d","c",13140,,,1,31,2013,"Jan,Apr,Jul,Oct"
+458,"c","a",3390,,,0,,,""
+459,"a","a",250,9,2008,1,5,2013,"Feb,May,Aug,Nov"
+460,"a","a",34050,4,2008,0,,,""
+461,"d","c",1790,7,2013,1,40,2013,"Jan,Apr,Jul,Oct"
+462,"a","a",44320,8,2008,0,,,""
+463,"a","a",4160,,,0,,,""
+464,"c","a",520,3,2009,0,,,""
+465,"d","c",10890,4,2005,0,,,""
+466,"a","c",3110,3,2003,0,,,""
+467,"a","c",20390,4,2008,0,,,""
+468,"c","c",5260,9,2012,0,,,""
+469,"c","c",710,9,2005,0,,,""
+470,"a","c",50,,,0,,,""
+471,"d","a",5300,,,1,45,2009,"Feb,May,Aug,Nov"
+472,"c","c",5030,8,2011,0,,,""
+473,"a","a",50,,,0,,,""
+474,"c","a",14810,,,1,14,2011,"Mar,Jun,Sept,Dec"
+475,"a","a",140,9,2005,0,,,""
+476,"d","a",8300,9,2006,0,,,""
+477,"d","a",770,7,2010,1,35,2010,"Jan,Apr,Jul,Oct"
+478,"d","c",1940,3,2012,0,,,""
+479,"a","a",320,12,2005,1,9,2011,"Feb,May,Aug,Nov"
+480,"a","a",300,11,2012,0,,,""
+481,"c","c",7470,,,1,44,2012,"Feb,May,Aug,Nov"
+482,"c","a",2550,10,2005,0,,,""
+483,"a","c",2310,9,2011,1,13,2010,"Jan,Apr,Jul,Oct"
+484,"a","c",14300,3,2011,0,,,""
+485,"d","c",3270,,,1,22,2012,"Jan,Apr,Jul,Oct"
+486,"a","a",2320,,,1,31,2013,"Jan,Apr,Jul,Oct"
+487,"d","c",2180,9,2012,1,40,2012,"Jan,Apr,Jul,Oct"
+488,"a","c",2890,4,2014,0,,,""
+489,"a","a",14960,11,2013,1,37,2009,"Jan,Apr,Jul,Oct"
+490,"a","a",660,4,2013,1,40,2014,"Jan,Apr,Jul,Oct"
+491,"d","c",4680,,,1,22,2012,"Mar,Jun,Sept,Dec"
+492,"a","a",1740,3,2008,1,40,2012,"Jan,Apr,Jul,Oct"
+493,"d","c",1150,,,1,14,2011,"Jan,Apr,Jul,Oct"
+494,"b","a",1260,6,2011,0,,,""
+495,"d","a",5470,,,1,37,2009,"Jan,Apr,Jul,Oct"
+496,"d","c",2780,6,2015,0,,,""
+497,"a","c",1610,,,0,,,""
+498,"a","a",990,,,1,40,2014,"Jan,Apr,Jul,Oct"
+499,"c","c",450,,,1,5,2013,"Feb,May,Aug,Nov"
+500,"d","c",10690,9,2007,1,5,2013,"Jan,Apr,Jul,Oct"
+501,"a","c",1620,9,2006,0,,,""
+502,"a","a",220,2,2002,1,37,2009,"Jan,Apr,Jul,Oct"
+503,"d","c",13080,9,2006,1,14,2011,"Jan,Apr,Jul,Oct"
+504,"c","c",820,,,0,,,""
+505,"a","a",350,,,1,5,2013,"Feb,May,Aug,Nov"
+506,"a","a",1850,12,2014,1,18,2011,"Feb,May,Aug,Nov"
+507,"a","c",9070,4,2011,1,37,2009,"Jan,Apr,Jul,Oct"
+508,"a","c",1280,,,1,40,2011,"Jan,Apr,Jul,Oct"
+509,"a","a",4740,7,2008,1,37,2009,"Jan,Apr,Jul,Oct"
+510,"a","c",8260,,,0,,,""
+511,"a","a",2060,9,2009,0,,,""
+512,"b","b",590,,,1,5,2013,"Mar,Jun,Sept,Dec"
+513,"a","a",400,8,2013,0,,,""
+514,"c","c",1200,7,2012,1,27,2012,"Jan,Apr,Jul,Oct"
+515,"d","c",11260,,,1,9,2011,"Feb,May,Aug,Nov"
+516,"a","c",20,,,1,35,2010,"Mar,Jun,Sept,Dec"
+517,"a","c",22490,,,0,,,""
+518,"d","c",3330,3,2015,1,13,2010,"Jan,Apr,Jul,Oct"
+519,"c","c",2510,8,2009,1,1,2012,"Jan,Apr,Jul,Oct"
+520,"a","c",6900,,,1,40,2012,"Mar,Jun,Sept,Dec"
+521,"d","a",18610,11,2002,1,48,2011,"Mar,Jun,Sept,Dec"
+522,"d","c",7160,11,2012,1,9,2011,"Jan,Apr,Jul,Oct"
+523,"c","c",50,11,2013,0,,,""
+524,"a","c",40860,9,2013,0,,,""
+525,"d","c",1870,9,2013,0,,,""
+526,"a","a",120,,,1,48,2011,"Mar,Jun,Sept,Dec"
+527,"d","c",5830,4,2008,0,,,""
+528,"a","c",20620,,,1,37,2009,"Jan,Apr,Jul,Oct"
+529,"d","c",12920,9,2012,0,,,""
+530,"a","c",18160,,,0,,,""
+531,"a","c",4030,,,0,,,""
+532,"a","c",1070,8,2010,0,,,""
+533,"a","c",5950,,,0,,,""
+534,"d","a",1200,9,2009,1,45,2009,"Jan,Apr,Jul,Oct"
+535,"a","a",3570,4,2007,0,,,""
+536,"a","c",4700,9,2002,1,31,2013,"Feb,May,Aug,Nov"
+537,"a","a",600,5,2002,1,1,2012,"Jan,Apr,Jul,Oct"
+538,"a","a",990,2,2010,0,,,""
+539,"a","a",770,5,2013,1,40,2014,"Jan,Apr,Jul,Oct"
+540,"d","c",810,,,1,48,2012,"Jan,Apr,Jul,Oct"
+541,"a","c",650,7,1990,0,,,""
+542,"a","a",7280,9,2012,1,1,2013,"Jan,Apr,Jul,Oct"
+543,"c","a",1080,12,2012,0,,,""
+544,"a","a",250,12,2001,1,13,2010,"Jan,Apr,Jul,Oct"
+545,"a","c",5020,5,2006,1,18,2014,"Feb,May,Aug,Nov"
+546,"a","a",580,1,2005,0,,,""
+547,"d","c",8990,11,2009,1,35,2010,"Mar,Jun,Sept,Dec"
+548,"d","c",3760,2,2009,0,,,""
+549,"a","c",2330,,,0,,,""
+550,"d","c",50,6,2015,0,,,""
+551,"a","c",2190,9,2013,0,,,""
+552,"a","a",4260,7,2008,1,37,2009,"Jan,Apr,Jul,Oct"
+553,"c","a",3040,9,2002,1,13,2010,"Jan,Apr,Jul,Oct"
+554,"c","c",1200,,,0,,,""
+555,"d","a",1560,1,2014,1,10,2013,"Mar,Jun,Sept,Dec"
+556,"d","c",1140,11,2014,0,,,""
+557,"a","a",250,,,0,,,""
+558,"a","a",3000,2,2010,0,,,""
+559,"d","a",3910,11,2006,1,5,2013,"Feb,May,Aug,Nov"
+560,"c","c",1910,7,2013,0,,,""
+561,"d","a",14300,,,0,,,""
+562,"b","c",1210,,,0,,,""
+563,"a","a",700,3,2015,1,10,2014,"Jan,Apr,Jul,Oct"
+564,"d","c",6540,,,1,14,2013,"Jan,Apr,Jul,Oct"
+565,"a","c",160,7,2007,0,,,""
+566,"a","a",3620,,,1,40,2013,"Jan,Apr,Jul,Oct"
+567,"c","a",1010,9,2012,1,18,2011,"Feb,May,Aug,Nov"
+568,"d","c",4270,,,1,1,2013,"Jan,Apr,Jul,Oct"
+569,"a","a",1340,9,2006,0,,,""
+570,"a","a",180,11,2006,0,,,""
+571,"d","a",2110,11,1995,1,40,2014,"Jan,Apr,Jul,Oct"
+572,"d","c",9230,4,2004,1,37,2009,"Jan,Apr,Jul,Oct"
+573,"a","a",1190,11,2012,1,36,2013,"Jan,Apr,Jul,Oct"
+574,"d","a",4400,,,0,,,""
+575,"a","a",960,5,2008,1,13,2010,"Jan,Apr,Jul,Oct"
+576,"c","a",50,11,2006,0,,,""
+577,"a","c",2270,,,1,35,2012,"Mar,Jun,Sept,Dec"
+578,"d","a",12700,4,2013,0,,,""
+579,"c","a",20970,11,2012,0,,,""
+580,"a","c",170,2,2009,0,,,""
+581,"a","a",7250,12,2013,0,,,""
+582,"a","a",120,,,0,,,""
+583,"a","a",2640,11,2002,0,,,""
+584,"d","a",1360,,,1,35,2010,"Mar,Jun,Sept,Dec"
+585,"d","c",440,4,2014,0,,,""
+586,"a","c",250,10,2008,0,,,""
+587,"d","c",330,9,2006,1,14,2011,"Jan,Apr,Jul,Oct"
+588,"d","c",15720,3,2010,0,,,""
+589,"a","c",360,,,1,18,2013,"Feb,May,Aug,Nov"
+590,"d","c",4520,9,2010,1,31,2013,"Jan,Apr,Jul,Oct"
+591,"a","c",3340,,,1,22,2012,"Mar,Jun,Sept,Dec"
+592,"a","a",2540,6,2005,0,,,""
+593,"a","c",33060,3,2010,0,,,""
+594,"a","a",1790,10,2011,0,,,""
+595,"c","c",1130,6,2015,0,,,""
+596,"c","a",290,9,2006,0,,,""
+597,"a","a",150,9,2008,1,1,2012,"Mar,Jun,Sept,Dec"
+598,"c","a",550,12,2013,1,40,2014,"Jan,Apr,Jul,Oct"
+599,"d","c",580,11,2014,0,,,""
+600,"d","c",17340,6,2010,1,9,2011,"Feb,May,Aug,Nov"
+601,"d","a",8220,4,2014,1,14,2011,"Jan,Apr,Jul,Oct"
+602,"a","a",2710,7,2001,1,22,2012,"Mar,Jun,Sept,Dec"
+603,"a","a",340,4,2007,1,13,2010,"Jan,Apr,Jul,Oct"
+604,"d","a",10950,3,2014,0,,,""
+605,"d","a",10310,4,2003,1,37,2009,"Jan,Apr,Jul,Oct"
+606,"a","a",2260,11,2007,0,,,""
+607,"a","a",350,8,1999,1,14,2011,"Jan,Apr,Jul,Oct"
+608,"a","c",18370,2,2013,1,14,2011,"Jan,Apr,Jul,Oct"
+609,"a","a",2070,9,2007,0,,,""
+610,"a","a",660,1,2007,0,,,""
+611,"a","a",8080,12,2002,1,40,2014,"Jan,Apr,Jul,Oct"
+612,"d","c",2490,11,2012,1,31,2009,"Jan,Apr,Jul,Oct"
+613,"c","a",250,6,2007,1,14,2011,"Jan,Apr,Jul,Oct"
+614,"a","a",1160,12,2012,0,,,""
+615,"d","a",730,8,2007,0,,,""
+616,"a","c",3040,8,2011,1,35,2010,"Mar,Jun,Sept,Dec"
+617,"a","c",8940,,,1,9,2011,"Jan,Apr,Jul,Oct"
+618,"d","c",9910,,,0,,,""
+619,"a","a",1600,6,2006,1,45,2009,"Feb,May,Aug,Nov"
+620,"d","c",5440,,,1,40,2014,"Jan,Apr,Jul,Oct"
+621,"a","a",30,7,2002,0,,,""
+622,"a","c",,,,0,,,""
+623,"a","a",4080,3,2011,1,13,2010,"Jan,Apr,Jul,Oct"
+624,"a","c",6920,9,2011,0,,,""
+625,"a","a",1170,4,2011,1,22,2012,"Feb,May,Aug,Nov"
+626,"c","c",10740,11,2013,0,,,""
+627,"c","c",3970,3,2010,0,,,""
+628,"a","c",2180,,,0,,,""
+629,"d","a",510,7,2014,1,23,2015,"Mar,Jun,Sept,Dec"
+630,"a","a",1690,4,2015,0,,,""
+631,"d","c",2870,,,1,35,2012,"Mar,Jun,Sept,Dec"
+632,"a","a",3350,2,2010,0,,,""
+633,"d","a",11640,4,2005,1,22,2011,"Jan,Apr,Jul,Oct"
+634,"d","a",18610,,,0,,,""
+635,"a","a",27530,4,2014,0,,,""
+636,"c","a",720,10,2004,1,13,2010,"Jan,Apr,Jul,Oct"
+637,"d","c",9790,,,1,31,2009,"Feb,May,Aug,Nov"
+638,"d","a",10170,11,2001,0,,,""
+639,"a","a",7780,11,2006,0,,,""
+640,"d","c",8040,,,0,,,""
+641,"a","c",610,12,2003,1,36,2013,"Mar,Jun,Sept,Dec"
+642,"c","c",530,4,2005,1,35,2010,"Mar,Jun,Sept,Dec"
+643,"a","a",230,6,2010,1,18,2010,"Feb,May,Aug,Nov"
+644,"c","a",4030,12,2004,1,14,2011,"Jan,Apr,Jul,Oct"
+645,"a","a",90,,,1,45,2009,"Feb,May,Aug,Nov"
+646,"a","a",620,9,2014,0,,,""
+647,"a","c",7420,4,2013,0,,,""
+648,"d","a",2130,12,2008,0,,,""
+649,"a","a",14570,11,2002,0,,,""
+650,"a","a",1420,10,2012,1,40,2014,"Jan,Apr,Jul,Oct"
+651,"a","a",200,,,0,,,""
+652,"a","a",20390,,,0,,,""
+653,"d","c",7520,7,2014,1,45,2009,"Feb,May,Aug,Nov"
+654,"c","a",6930,9,2006,0,,,""
+655,"d","c",960,11,2012,1,5,2013,"Feb,May,Aug,Nov"
+656,"d","a",410,4,2009,1,13,2010,"Jan,Apr,Jul,Oct"
+657,"c","c",80,1,2006,1,10,2014,"Jan,Apr,Jul,Oct"
+658,"d","c",520,,,1,37,2009,"Jan,Apr,Jul,Oct"
+659,"d","a",1590,3,2012,0,,,""
+660,"a","a",1200,11,2006,1,40,2014,"Jan,Apr,Jul,Oct"
+661,"d","c",2140,7,2013,0,,,""
+662,"d","a",1070,,,0,,,""
+663,"a","c",7860,5,2005,0,,,""
+664,"d","c",1680,10,2005,0,,,""
+665,"a","a",90,12,2012,1,14,2011,"Jan,Apr,Jul,Oct"
+666,"c","c",2700,,,1,9,2011,"Mar,Jun,Sept,Dec"
+667,"d","c",2870,9,2012,0,,,""
+668,"c","a",1270,9,2010,0,,,""
+669,"d","a",17080,7,2012,1,31,2013,"Jan,Apr,Jul,Oct"
+670,"a","a",2060,,,1,45,2009,"Feb,May,Aug,Nov"
+671,"a","c",2070,2,2008,1,39,2010,"Jan,Apr,Jul,Oct"
+672,"c","a",240,9,2002,0,,,""
+673,"d","c",15170,,,1,5,2013,"Feb,May,Aug,Nov"
+674,"a","a",2640,12,2005,1,31,2013,"Feb,May,Aug,Nov"
+675,"a","a",2100,8,2013,1,14,2011,"Jan,Apr,Jul,Oct"
+676,"b","b",1410,9,2008,0,,,""
+677,"d","a",1740,6,2014,1,45,2009,"Feb,May,Aug,Nov"
+678,"c","a",3250,,,1,40,2011,"Jan,Apr,Jul,Oct"
+679,"a","a",4140,9,2012,0,,,""
+680,"c","a",170,,,1,35,2012,"Mar,Jun,Sept,Dec"
+681,"a","c",620,,,1,1,2014,"Mar,Jun,Sept,Dec"
+682,"b","a",150,9,2006,0,,,""
+683,"a","a",2850,7,2014,0,,,""
+684,"d","c",680,,,1,22,2012,"Jan,Apr,Jul,Oct"
+685,"a","a",650,11,2013,1,37,2009,"Jan,Apr,Jul,Oct"
+686,"a","a",20050,4,2002,0,,,""
+687,"d","c",2770,,,0,,,""
+688,"a","a",18760,8,2015,1,14,2011,"Jan,Apr,Jul,Oct"
+689,"d","a",15040,10,2004,0,,,""
+690,"a","a",100,,,0,,,""
+691,"d","c",3030,,,1,37,2009,"Jan,Apr,Jul,Oct"
+692,"a","a",40,8,2001,0,,,""
+693,"d","a",450,,,1,40,2011,"Jan,Apr,Jul,Oct"
+694,"a","c",460,11,2012,1,40,2014,"Jan,Apr,Jul,Oct"
+695,"a","a",550,7,2011,1,1,2012,"Jan,Apr,Jul,Oct"
+696,"a","c",430,,,0,,,""
+697,"d","a",3780,,,1,40,2011,"Jan,Apr,Jul,Oct"
+698,"a","a",1790,5,2011,0,,,""
+699,"a","a",180,,,1,5,2013,"Jan,Apr,Jul,Oct"
+700,"a","c",830,,,1,27,2013,"Jan,Apr,Jul,Oct"
+701,"d","a",1450,3,2012,1,14,2011,"Jan,Apr,Jul,Oct"
+702,"a","a",8550,9,2001,1,45,2009,"Feb,May,Aug,Nov"
+703,"a","a",80,6,2005,0,,,""
+704,"d","c",1910,4,2009,0,,,""
+705,"a","a",4140,9,2012,1,18,2011,"Feb,May,Aug,Nov"
+706,"d","a",7830,9,2014,1,10,2014,"Mar,Jun,Sept,Dec"
+707,"a","c",2900,7,1990,0,,,""
+708,"c","c",11470,10,2009,1,18,2014,"Jan,Apr,Jul,Oct"
+709,"a","a",500,12,2010,0,,,""
+710,"d","a",1500,9,2008,1,14,2011,"Jan,Apr,Jul,Oct"
+711,"d","a",17110,3,2007,1,5,2010,"Jan,Apr,Jul,Oct"
+712,"a","a",4870,9,2007,1,45,2009,"Jan,Apr,Jul,Oct"
+713,"a","c",220,,,1,10,2014,"Jan,Apr,Jul,Oct"
+714,"d","c",12070,10,2005,1,10,2013,"Jan,Apr,Jul,Oct"
+715,"a","a",14810,6,2014,0,,,""
+716,"d","a",3200,1,2008,1,22,2011,"Jan,Apr,Jul,Oct"
+717,"d","c",310,,,1,40,2011,"Jan,Apr,Jul,Oct"
+718,"a","a",1100,6,2015,0,,,""
+719,"c","c",8190,,,1,45,2009,"Feb,May,Aug,Nov"
+720,"a","c",15320,3,2011,1,14,2013,"Feb,May,Aug,Nov"
+721,"a","c",3590,9,2012,1,22,2012,"Mar,Jun,Sept,Dec"
+722,"a","a",50,,,0,,,""
+723,"d","c",5650,9,2008,1,5,2013,"Feb,May,Aug,Nov"
+724,"d","c",5900,,,0,,,""
+725,"d","c",17540,6,2012,0,,,""
+726,"a","c",40540,2,2002,0,,,""
+727,"a","a",2050,3,2007,0,,,""
+728,"d","a",13990,,,1,14,2011,"Jan,Apr,Jul,Oct"
+729,"c","c",8980,6,2011,0,,,""
+730,"c","a",1190,9,2013,0,,,""
+731,"a","a",15270,,,1,10,2014,"Jan,Apr,Jul,Oct"
+732,"a","c",35280,,,0,,,""
+733,"b","b",860,10,1999,0,,,""
+734,"a","a",220,,,1,36,2013,"Mar,Jun,Sept,Dec"
+735,"d","c",1920,4,2005,0,,,""
+736,"c","c",1650,,,1,14,2011,"Jan,Apr,Jul,Oct"
+737,"a","a",100,5,2007,1,31,2013,"Jan,Apr,Jul,Oct"
+738,"d","c",5980,10,2005,0,,,""
+739,"d","c",2770,6,2008,1,22,2011,"Jan,Apr,Jul,Oct"
+740,"d","a",6400,3,2014,0,,,""
+741,"d","c",11900,,,0,,,""
+742,"d","c",4380,,,0,,,""
+743,"a","a",6710,11,2003,1,14,2012,"Jan,Apr,Jul,Oct"
+744,"a","a",1370,12,2011,1,40,2014,"Jan,Apr,Jul,Oct"
+745,"a","a",17650,11,2013,1,37,2009,"Jan,Apr,Jul,Oct"
+746,"d","c",4330,2,2011,1,35,2011,"Mar,Jun,Sept,Dec"
+747,"c","c",45740,8,2008,0,,,""
+748,"d","a",2380,3,2010,1,14,2011,"Jan,Apr,Jul,Oct"
+749,"a","a",3410,8,2011,1,14,2015,"Jan,Apr,Jul,Oct"
+750,"d","a",8670,2,2002,1,14,2011,"Jan,Apr,Jul,Oct"
+751,"a","a",650,10,2006,0,,,""
+752,"a","a",970,3,2013,1,31,2013,"Feb,May,Aug,Nov"
+753,"d","c",540,11,2012,1,35,2010,"Mar,Jun,Sept,Dec"
+754,"c","c",380,5,2008,1,10,2014,"Mar,Jun,Sept,Dec"
+755,"d","c",13130,12,2003,0,,,""
+756,"a","c",50,,,1,40,2011,"Jan,Apr,Jul,Oct"
+757,"a","c",3450,,,0,,,""
+758,"a","c",19780,6,2008,0,,,""
+759,"a","a",110,11,2012,1,31,2013,"Feb,May,Aug,Nov"
+760,"a","a",560,1,2011,0,,,""
+761,"a","a",2390,9,2012,0,,,""
+762,"d","c",1280,,,1,10,2013,"Mar,Jun,Sept,Dec"
+763,"d","c",32240,3,2010,0,,,""
+764,"a","c",26490,,,1,10,2014,"Mar,Jun,Sept,Dec"
+765,"a","c",25430,5,1999,1,37,2009,"Jan,Apr,Jul,Oct"
+766,"d","c",9820,,,0,,,""
+767,"a","c",13080,,,0,,,""
+768,"a","c",2630,9,2012,0,,,""
+769,"b","b",840,,,1,48,2012,"Jan,Apr,Jul,Oct"
+770,"a","c",100,4,2015,0,,,""
+771,"a","a",20640,9,2007,0,,,""
+772,"d","c",1850,,,0,,,""
+773,"a","a",200,,,0,,,""
+774,"a","c",640,9,2013,0,,,""
+775,"d","c",6970,12,2005,1,22,2011,"Jan,Apr,Jul,Oct"
+776,"c","a",700,4,2009,1,14,2011,"Jan,Apr,Jul,Oct"
+777,"d","c",8250,10,2004,1,10,2013,"Mar,Jun,Sept,Dec"
+778,"a","a",340,6,2003,1,40,2014,"Jan,Apr,Jul,Oct"
+779,"a","a",16990,4,2004,0,,,""
+780,"a","a",18160,,,0,,,""
+781,"a","a",630,4,2007,0,,,""
+782,"c","c",5390,8,2003,1,1,2012,"Jan,Apr,Jul,Oct"
+783,"d","c",15490,,,0,,,""
+784,"a","a",560,10,2014,1,10,2014,"Jan,Apr,Jul,Oct"
+785,"d","c",970,7,2005,1,31,2013,"Feb,May,Aug,Nov"
+786,"a","a",290,11,2006,1,5,2013,"Feb,May,Aug,Nov"
+787,"c","c",3210,6,2009,0,,,""
+788,"a","c",1530,3,2013,0,,,""
+789,"a","c",9770,7,2003,0,,,""
+790,"d","c",9070,12,2003,0,,,""
+791,"a","a",5950,4,2007,0,,,""
+792,"d","a",17280,10,2009,1,18,2011,"Feb,May,Aug,Nov"
+793,"d","a",2710,7,2006,0,,,""
+794,"c","c",5090,9,2006,0,,,""
+795,"d","a",510,,,1,35,2010,"Mar,Jun,Sept,Dec"
+796,"a","c",7180,11,2012,0,,,""
+797,"a","a",2090,10,2012,1,40,2014,"Jan,Apr,Jul,Oct"
+798,"a","a",9560,4,2001,0,,,""
+799,"a","c",2700,,,0,,,""
+800,"d","a",2020,7,2014,0,,,""
+801,"d","a",48330,4,2013,0,,,""
+802,"a","c",910,,,1,22,2011,"Feb,May,Aug,Nov"
+803,"d","a",1760,,,1,10,2014,"Mar,Jun,Sept,Dec"
+804,"c","c",2100,,,1,1,2013,"Jan,Apr,Jul,Oct"
+805,"d","a",24770,10,2011,1,10,2014,"Mar,Jun,Sept,Dec"
+806,"d","a",260,,,1,44,2010,"Feb,May,Aug,Nov"
+807,"a","a",3870,4,2008,0,,,""
+808,"a","a",18620,,,1,31,2009,"Feb,May,Aug,Nov"
+809,"a","a",12770,10,2000,0,,,""
+810,"d","c",9640,11,2013,0,,,""
+811,"a","a",410,9,2012,0,,,""
+812,"d","a",2590,9,2012,0,,,""
+813,"a","a",1560,9,2003,0,,,""
+814,"d","c",24530,7,2013,0,,,""
+815,"a","a",590,1,1900,1,40,2014,"Jan,Apr,Jul,Oct"
+816,"c","c",460,,,0,,,""
+817,"a","a",140,3,2006,0,,,""
+818,"d","a",490,,,1,35,2010,"Mar,Jun,Sept,Dec"
+819,"a","c",720,10,2014,0,,,""
+820,"a","c",1650,,,1,40,2014,"Jan,Apr,Jul,Oct"
+821,"a","a",1700,9,2009,0,,,""
+822,"a","c",410,11,2010,1,48,2010,"Mar,Jun,Sept,Dec"
+823,"a","c",16210,11,2010,0,,,""
+824,"a","a",17570,,,0,,,""
+825,"a","a",380,5,2011,1,40,2014,"Jan,Apr,Jul,Oct"
+826,"a","c",7980,6,2005,0,,,""
+827,"a","c",250,1,2005,0,,,""
+828,"d","c",3290,12,2014,0,,,""
+829,"c","a",110,,,0,,,""
+830,"a","c",6320,,,1,5,2011,"Jan,Apr,Jul,Oct"
+831,"a","a",800,6,2007,0,,,""
+832,"d","a",5070,,,1,45,2009,"Feb,May,Aug,Nov"
+833,"d","c",3290,12,1999,1,35,2010,"Mar,Jun,Sept,Dec"
+834,"a","a",3470,3,2012,0,,,""
+835,"a","a",2890,12,2007,1,10,2014,"Mar,Jun,Sept,Dec"
+836,"a","a",2720,9,2012,0,,,""
+837,"a","c",14600,4,2015,0,,,""
+838,"d","c",6890,,,1,48,2011,"Mar,Jun,Sept,Dec"
+839,"c","a",240,1,2015,0,,,""
+840,"a","a",1070,9,2009,0,,,""
+841,"a","a",27650,8,2004,0,,,""
+842,"d","c",1200,11,2007,0,,,""
+843,"c","a",60,4,2006,0,,,""
+844,"a","a",2030,9,2012,1,18,2011,"Feb,May,Aug,Nov"
+845,"d","a",7860,11,2005,1,14,2011,"Jan,Apr,Jul,Oct"
+846,"a","c",8860,4,2004,1,37,2009,"Jan,Apr,Jul,Oct"
+847,"c","c",190,,,1,31,2013,"Feb,May,Aug,Nov"
+848,"a","c",370,7,2007,1,14,2011,"Jan,Apr,Jul,Oct"
+849,"c","c",5000,,,0,,,""
+850,"d","a",1120,5,2007,1,31,2013,"Jan,Apr,Jul,Oct"
+851,"d","c",2330,,,1,49,2014,"Mar,Jun,Sept,Dec"
+852,"c","a",940,4,2004,1,14,2011,"Jan,Apr,Jul,Oct"
+853,"a","a",14040,,,0,,,""
+854,"c","a",4770,,,1,13,2010,"Jan,Apr,Jul,Oct"
+855,"a","a",3440,,,1,45,2009,"Feb,May,Aug,Nov"
+856,"a","a",3020,2,2010,0,,,""
+857,"c","a",6270,8,2005,1,23,2014,"Mar,Jun,Sept,Dec"
+858,"a","a",3370,12,2008,1,40,2014,"Jan,Apr,Jul,Oct"
+859,"c","a",21770,7,2015,0,,,""
+860,"c","c",5980,2,2010,0,,,""
+861,"c","c",740,,,1,14,2013,"Mar,Jun,Sept,Dec"
+862,"a","c",2840,3,2010,1,14,2011,"Jan,Apr,Jul,Oct"
+863,"a","c",21370,11,2010,0,,,""
+864,"a","a",1020,10,2012,1,45,2009,"Feb,May,Aug,Nov"
+865,"d","c",2640,,,0,,,""
+866,"d","a",9680,,,1,5,2013,"Feb,May,Aug,Nov"
+867,"d","c",21810,9,2012,0,,,""
+868,"d","c",1360,8,2005,1,10,2014,"Jan,Apr,Jul,Oct"
+869,"c","a",230,10,2001,1,14,2011,"Jan,Apr,Jul,Oct"
+870,"a","a",780,4,2009,0,,,""
+871,"d","c",10620,,,0,,,""
+872,"a","c",3860,9,2014,1,23,2015,"Mar,Jun,Sept,Dec"
+873,"a","a",2040,11,2008,0,,,""
+874,"a","a",3210,,,0,,,""
+875,"d","a",5070,11,2007,1,18,2015,"Feb,May,Aug,Nov"
+876,"a","a",21790,4,2005,1,18,2015,"Feb,May,Aug,Nov"
+877,"a","c",29190,,,0,,,""
+878,"d","c",1100,12,2014,0,,,""
+879,"d","a",,,,1,5,2013,"Feb,May,Aug,Nov"
+880,"a","c",4570,,,0,,,""
+881,"a","a",180,3,2008,1,31,2013,"Feb,May,Aug,Nov"
+882,"a","a",30,4,2013,0,,,""
+883,"a","a",3200,6,2005,0,,,""
+884,"d","c",7550,,,0,,,""
+885,"a","a",480,12,2005,0,,,""
+886,"a","c",12430,10,2004,0,,,""
+887,"d","a",19700,,,1,37,2009,"Jan,Apr,Jul,Oct"
+888,"d","a",4450,6,2012,1,35,2012,"Mar,Jun,Sept,Dec"
+889,"d","a",18670,12,2005,0,,,""
+890,"a","a",4450,,,1,14,2011,"Jan,Apr,Jul,Oct"
+891,"a","c",350,,,1,31,2013,"Feb,May,Aug,Nov"
+892,"a","a",19370,4,2002,0,,,""
+893,"a","a",130,,,1,1,2013,"Jan,Apr,Jul,Oct"
+894,"a","a",190,11,2012,0,,,""
+895,"a","c",4150,,,0,,,""
+896,"a","c",170,9,2012,0,,,""
+897,"c","c",3290,1,2007,1,5,2013,"Feb,May,Aug,Nov"
+898,"a","a",18540,,,0,,,""
+899,"d","a",2590,,,1,13,2010,"Jan,Apr,Jul,Oct"
+900,"a","a",3920,4,2005,1,40,2014,"Jan,Apr,Jul,Oct"
+901,"a","c",3170,4,2014,0,,,""
+902,"a","a",310,5,2015,1,40,2014,"Jan,Apr,Jul,Oct"
+903,"d","c",7290,9,2014,0,,,""
+904,"d","c",570,7,2013,1,14,2011,"Jan,Apr,Jul,Oct"
+905,"a","a",90,6,2014,0,,,""
+906,"a","a",90,7,2010,0,,,""
+907,"a","c",250,,,0,,,""
+908,"a","a",1980,7,2010,1,37,2009,"Jan,Apr,Jul,Oct"
+909,"a","c",1680,,,1,45,2009,"Feb,May,Aug,Nov"
+910,"d","c",12480,,,1,1,2013,"Jan,Apr,Jul,Oct"
+911,"a","c",16490,,,0,,,""
+912,"c","c",3100,5,2010,0,,,""
+913,"a","a",280,,,0,,,""
+914,"c","c",2640,4,2011,1,22,2012,"Mar,Jun,Sept,Dec"
+915,"d","c",650,3,2013,1,40,2014,"Jan,Apr,Jul,Oct"
+916,"a","a",90,11,2012,0,,,""
+917,"a","a",7240,2,2010,0,,,""
+918,"a","c",18710,4,2015,0,,,""
+919,"a","a",2620,,,1,45,2009,"Feb,May,Aug,Nov"
+920,"a","a",850,2,2012,1,40,2014,"Jan,Apr,Jul,Oct"
+921,"a","a",840,9,2006,0,,,""
+922,"d","a",2110,3,2006,0,,,""
+923,"a","a",280,9,2008,0,,,""
+924,"a","a",6420,4,2011,1,1,2012,"Jan,Apr,Jul,Oct"
+925,"c","a",470,3,2007,1,1,2012,"Jan,Apr,Jul,Oct"
+926,"d","c",5150,3,2011,1,13,2010,"Jan,Apr,Jul,Oct"
+927,"a","a",480,,,0,,,""
+928,"d","c",1090,,,1,31,2013,"Feb,May,Aug,Nov"
+929,"a","c",4820,9,2013,0,,,""
+930,"a","a",70,,,0,,,""
+931,"a","c",1480,9,2011,1,1,2012,"Jan,Apr,Jul,Oct"
+932,"a","a",15700,,,1,13,2010,"Jan,Apr,Jul,Oct"
+933,"a","c",6270,2,2005,0,,,""
+934,"a","c",5460,,,1,14,2011,"Jan,Apr,Jul,Oct"
+935,"a","c",22350,6,2010,0,,,""
+936,"a","a",580,2,2008,0,,,""
+937,"d","a",2810,,,1,10,2014,"Jan,Apr,Jul,Oct"
+938,"a","a",2820,9,2009,0,,,""
+939,"d","a",1340,,,0,,,""
+940,"d","c",6470,9,2012,0,,,""
+941,"a","a",1200,12,2011,1,31,2013,"Jan,Apr,Jul,Oct"
+942,"d","c",6860,,,1,18,2011,"Jan,Apr,Jul,Oct"
+943,"d","c",18020,,,0,,,""
+944,"c","a",1670,7,2015,0,,,""
+945,"a","c",12480,3,2011,0,,,""
+946,"a","a",2220,12,2011,1,14,2015,"Jan,Apr,Jul,Oct"
+947,"a","a",460,3,2014,1,13,2010,"Jan,Apr,Jul,Oct"
+948,"b","b",1430,,,0,,,""
+949,"a","a",870,3,2006,0,,,""
+950,"a","a",8460,11,1994,0,,,""
+951,"d","c",710,,,1,40,2011,"Jan,Apr,Jul,Oct"
+952,"d","c",6300,10,2013,0,,,""
+953,"a","a",19830,4,2006,1,22,2011,"Mar,Jun,Sept,Dec"
+954,"a","a",390,2,2013,1,10,2014,"Jan,Apr,Jul,Oct"
+955,"d","c",1690,7,2009,1,36,2013,"Mar,Jun,Sept,Dec"
+956,"a","a",2330,10,2014,1,18,2011,"Feb,May,Aug,Nov"
+957,"d","c",1420,11,2012,0,,,""
+958,"a","a",440,11,2013,0,,,""
+959,"a","c",1060,12,2005,0,,,""
+960,"d","a",8990,,,1,31,2009,"Feb,May,Aug,Nov"
+961,"d","c",9430,,,0,,,""
+962,"c","a",260,,,0,,,""
+963,"a","c",23620,11,2013,0,,,""
+964,"a","a",270,,,1,5,2013,"Feb,May,Aug,Nov"
+965,"a","c",110,,,0,,,""
+966,"a","a",760,2,2008,0,,,""
+967,"a","c",3560,9,2013,1,36,2013,"Jan,Apr,Jul,Oct"
+968,"c","a",1190,,,0,,,""
+969,"a","c",600,11,1999,1,10,2013,"Jan,Apr,Jul,Oct"
+970,"a","a",910,12,2014,1,37,2009,"Jan,Apr,Jul,Oct"
+971,"c","a",1140,5,2011,1,14,2012,"Mar,Jun,Sept,Dec"
+972,"a","a",14960,,,0,,,""
+973,"d","c",330,,,1,28,2012,"Jan,Apr,Jul,Oct"
+974,"a","a",150,3,2011,1,40,2014,"Jan,Apr,Jul,Oct"
+975,"a","c",9630,,,1,14,2011,"Jan,Apr,Jul,Oct"
+976,"a","a",4180,,,0,,,""
+977,"a","a",520,9,2005,1,13,2010,"Jan,Apr,Jul,Oct"
+978,"c","c",3890,,,0,,,""
+979,"a","c",2270,11,2005,1,14,2011,"Jan,Apr,Jul,Oct"
+980,"a","a",4420,9,2005,0,,,""
+981,"d","c",2620,11,2002,0,,,""
+982,"d","a",21930,,,0,,,""
+983,"a","a",40,3,2014,1,1,2014,"Jan,Apr,Jul,Oct"
+984,"c","a",440,,,1,1,2013,"Jan,Apr,Jul,Oct"
+985,"c","c",490,5,2007,1,13,2010,"Jan,Apr,Jul,Oct"
+986,"a","a",620,10,2014,1,18,2014,"Feb,May,Aug,Nov"
+987,"c","a",1690,6,2007,0,,,""
+988,"a","a",30,11,2012,0,,,""
+989,"a","a",1640,6,2006,1,40,2011,"Jan,Apr,Jul,Oct"
+990,"d","a",20930,,,0,,,""
+991,"a","a",1010,,,0,,,""
+992,"a","a",2480,7,1990,0,,,""
+993,"d","c",3460,10,2013,1,10,2014,"Jan,Apr,Jul,Oct"
+994,"a","a",2290,7,2011,1,1,2012,"Jan,Apr,Jul,Oct"
+995,"d","a",6560,12,2013,0,,,""
+996,"c","a",2870,7,2015,1,13,2010,"Jan,Apr,Jul,Oct"
+997,"d","c",5840,7,2010,1,37,2009,"Jan,Apr,Jul,Oct"
+998,"a","a",780,9,2005,1,5,2013,"Feb,May,Aug,Nov"
+999,"d","c",15140,2,2002,1,37,2009,"Jan,Apr,Jul,Oct"
+1000,"a","c",2230,5,2009,1,40,2014,"Jan,Apr,Jul,Oct"
+1001,"c","a",19640,,,1,14,2011,"Jan,Apr,Jul,Oct"
+1002,"d","c",1130,11,2008,0,,,""
+1003,"a","a",170,7,2013,1,27,2013,"Jan,Apr,Jul,Oct"
+1004,"d","c",970,,,1,9,2011,"Mar,Jun,Sept,Dec"
+1005,"a","a",6480,,,0,,,""
+1006,"c","c",3890,11,2006,1,5,2013,"Feb,May,Aug,Nov"
+1007,"c","c",4180,9,2012,0,,,""
+1008,"a","c",30,9,2010,0,,,""
+1009,"a","a",230,7,2004,1,10,2014,"Jan,Apr,Jul,Oct"
+1010,"d","c",4610,6,2010,1,18,2010,"Feb,May,Aug,Nov"
+1011,"a","c",490,9,2012,1,18,2011,"Feb,May,Aug,Nov"
+1012,"d","c",6330,6,2004,1,39,2010,"Jan,Apr,Jul,Oct"
+1013,"a","a",630,2,2015,1,31,2013,"Feb,May,Aug,Nov"
+1014,"a","c",210,,,1,31,2013,"Jan,Apr,Jul,Oct"
+1015,"d","c",9910,12,2010,1,9,2011,"Mar,Jun,Sept,Dec"
+1016,"c","c",550,,,1,35,2010,"Mar,Jun,Sept,Dec"
+1017,"c","a",110,11,2008,0,,,""
+1018,"c","c",140,9,2012,0,,,""
+1019,"d","c",2740,7,2014,1,13,2010,"Jan,Apr,Jul,Oct"
+1020,"a","a",40,8,2015,0,,,""
+1021,"a","a",1080,5,2011,0,,,""
+1022,"a","c",1520,,,0,,,""
+1023,"c","a",3740,2,2002,1,14,2011,"Jan,Apr,Jul,Oct"
+1024,"c","c",1990,1,2012,0,,,""
+1025,"a","a",720,11,2009,0,,,""
+1026,"c","a",450,6,2011,1,48,2012,"Mar,Jun,Sept,Dec"
+1027,"a","c",190,6,2008,1,40,2011,"Jan,Apr,Jul,Oct"
+1028,"a","a",150,,,1,31,2013,"Jan,Apr,Jul,Oct"
+1029,"a","a",1590,3,2006,0,,,""
+1030,"a","a",36410,4,2008,0,,,""
+1031,"d","a",590,5,2001,0,,,""
+1032,"d","c",270,2,2013,1,40,2012,"Jan,Apr,Jul,Oct"
+1033,"a","a",7680,3,2006,0,,,""
+1034,"a","a",13750,4,2015,0,,,""
+1035,"a","a",27150,,,0,,,""
+1036,"d","c",9560,,,1,36,2013,"Jan,Apr,Jul,Oct"
+1037,"a","c",150,,,0,,,""
+1038,"d","a",17290,10,2013,0,,,""
+1039,"a","c",70,6,1990,1,22,2012,"Mar,Jun,Sept,Dec"
+1040,"a","a",4030,2,2013,1,10,2014,"Jan,Apr,Jul,Oct"
+1041,"c","a",1600,8,2013,1,40,2014,"Jan,Apr,Jul,Oct"
+1042,"a","a",3440,,,1,31,2013,"Feb,May,Aug,Nov"
+1043,"c","a",420,3,2006,0,,,""
+1044,"c","a",240,4,2015,1,13,2010,"Jan,Apr,Jul,Oct"
+1045,"a","c",26990,12,2013,0,,,""
+1046,"d","c",29070,4,2005,0,,,""
+1047,"a","a",3750,,,1,45,2009,"Feb,May,Aug,Nov"
+1048,"d","c",1860,9,2012,1,40,2012,"Jan,Apr,Jul,Oct"
+1049,"a","a",370,7,2012,1,14,2011,"Jan,Apr,Jul,Oct"
+1050,"d","c",13170,8,2014,1,9,2011,"Mar,Jun,Sept,Dec"
+1051,"c","a",200,7,1998,1,1,2012,"Jan,Apr,Jul,Oct"
+1052,"a","c",5080,,,1,31,2013,"Feb,May,Aug,Nov"
+1053,"a","a",1710,7,2015,0,,,""
+1054,"a","c",13190,,,1,45,2013,"Feb,May,Aug,Nov"
+1055,"c","a",1980,4,2009,0,,,""
+1056,"d","c",5350,,,1,40,2012,"Jan,Apr,Jul,Oct"
+1057,"d","c",3230,11,2011,0,,,""
+1058,"a","c",180,,,1,35,2010,"Mar,Jun,Sept,Dec"
+1059,"c","a",3380,4,2013,0,,,""
+1060,"a","c",3430,,,1,31,2013,"Feb,May,Aug,Nov"
+1061,"d","c",8110,,,0,,,""
+1062,"d","a",190,9,2012,1,40,2012,"Feb,May,Aug,Nov"
+1063,"a","c",6250,,,0,,,""
+1064,"a","c",420,,,0,,,""
+1065,"a","a",1290,,,1,35,2011,"Mar,Jun,Sept,Dec"
+1066,"a","a",3350,,,0,,,""
+1067,"d","c",12020,7,2009,0,,,""
+1068,"d","c",5010,,,1,5,2013,"Jan,Apr,Jul,Oct"
+1069,"a","c",18050,,,1,14,2011,"Jan,Apr,Jul,Oct"
+1070,"c","c",400,10,2008,0,,,""
+1071,"a","a",820,3,2012,1,35,2012,"Mar,Jun,Sept,Dec"
+1072,"a","c",5380,8,2015,1,5,2010,"Feb,May,Aug,Nov"
+1073,"a","c",1710,,,1,44,2012,"Jan,Apr,Jul,Oct"
+1074,"c","c",3330,10,2001,1,14,2011,"Jan,Apr,Jul,Oct"
+1075,"a","c",1410,10,2013,0,,,""
+1076,"a","c",90,,,1,1,2013,"Jan,Apr,Jul,Oct"
+1077,"a","a",3750,11,2001,1,35,2010,"Mar,Jun,Sept,Dec"
+1078,"d","c",670,,,1,40,2011,"Jan,Apr,Jul,Oct"
+1079,"a","a",16680,,,1,37,2009,"Jan,Apr,Jul,Oct"
+1080,"a","a",2410,,,1,40,2014,"Jan,Apr,Jul,Oct"
+1081,"b","a",400,3,2006,0,,,""
+1082,"c","a",440,4,2002,0,,,""
+1083,"d","c",11540,,,1,5,2013,"Feb,May,Aug,Nov"
+1084,"a","a",190,,,1,13,2010,"Jan,Apr,Jul,Oct"
+1085,"c","a",4030,2,2015,0,,,""
+1086,"a","a",180,11,2013,1,18,2011,"Feb,May,Aug,Nov"
+1087,"d","c",2210,11,2011,0,,,""
+1088,"a","a",4300,3,2009,1,27,2013,"Jan,Apr,Jul,Oct"
+1089,"d","a",5220,5,2009,0,,,""
+1090,"a","a",330,,,1,14,2011,"Jan,Apr,Jul,Oct"
+1091,"a","c",9990,,,0,,,""
+1092,"a","a",300,7,2000,1,40,2014,"Jan,Apr,Jul,Oct"
+1093,"c","c",10450,6,2009,0,,,""
+1094,"d","a",2380,3,2013,1,40,2014,"Jan,Apr,Jul,Oct"
+1095,"a","a",690,6,2007,1,14,2011,"Jan,Apr,Jul,Oct"
+1096,"a","c",1130,,,1,10,2014,"Mar,Jun,Sept,Dec"
+1097,"b","b",720,3,2002,0,,,""
+1098,"a","a",1830,11,2004,0,,,""
+1099,"a","c",200,4,2013,1,14,2013,"Jan,Apr,Jul,Oct"
+1100,"a","a",540,,,1,14,2011,"Jan,Apr,Jul,Oct"
+1101,"d","c",4060,9,2012,0,,,""
+1102,"a","a",850,11,2012,1,40,2014,"Jan,Apr,Jul,Oct"
+1103,"d","c",1340,10,2006,1,5,2013,"Feb,May,Aug,Nov"
+1104,"d","a",260,2,2012,1,14,2011,"Jan,Apr,Jul,Oct"
+1105,"c","c",330,11,2008,1,5,2013,"Feb,May,Aug,Nov"
+1106,"a","c",5330,9,2011,1,31,2013,"Jan,Apr,Jul,Oct"
+1107,"a","a",1400,6,2012,1,13,2010,"Jan,Apr,Jul,Oct"
+1108,"a","a",540,4,2004,0,,,""
+1109,"c","a",3490,4,2011,1,22,2012,"Jan,Apr,Jul,Oct"
+1110,"c","c",900,9,2010,0,,,""
+1111,"a","a",1900,6,2014,1,31,2013,"Jan,Apr,Jul,Oct"
+1112,"c","c",1880,4,2006,0,,,""
+1113,"a","c",9260,,,0,,,""
+1114,"a","c",870,,,0,,,""
+1115,"d","c",5350,,,1,22,2012,"Mar,Jun,Sept,Dec"