Score Customer Propensity to Buy Mobile Home Policy

This model scores the probability that a current customer will buy a mobile home policy. The model construction and its inference can be a precursor for a potential marketing campaign to target specific customer groups. The model is based on a customer's signature that consists of numerous variables with an equal mix of social-demographic and product ownership data.
Submitted By
Snap Analytx Inc.
Cost
$0/month
Date Added
5/1/2013
Source Code
Available
Language
Python and R
Model Type
Classification
Algorithm
Random Forest
Download Data Dictionary Table
Download Sample Data
 
Data Dictionary
Attribute Name Brief Description Type Range Low Range High
MOSTYPE Subtype Multi-valued Number 1 41
MAANTHUI Houses Multi-valued Number 1 10
MGEMOMV Avg Household Size Multi-valued Number 1 6
MGEMLEEF Ave Age Multi-valued Number 1 6
MOSHOOFD Customer Type Multi-valued Number 1 10
MGODRK Religion - Roman Catholic Multi-valued Number 0 9
MGODPR Religion - Protestant Number NA NA
MGODOV Religion - Other Religion Number NA NA
MGODGE No Religion Number NA NA
MRELGE Religion - Married Number NA NA
MRELSA Living Together Number NA NA
MRELOV Other Relation Number NA NA
MFALLEEN Single Number NA NA
MFGEKIND Household w/o children Number NA NA
MFWEKIND Household w Children Number NA NA
MOPLHOOG High Level Education Number NA NA
MOPLMIDD Medium Level Education Number NA NA
MOPLLAAG Lover Level Education Number NA NA
MBERHOOG High Status Number NA NA
MBERZELF Entrepreneur Number NA NA
MBERBOER Farmer Number NA NA
MBERMIDD Middel Management Number NA NA
MBERARBG Skilled Laborer Number NA NA
MBERARBO Unskilled Laborer Number NA NA
MSKA Social Class A Number NA NA
MSKB1 Social Class B1 Number NA NA
MSKB2 Social Class B2 Number NA NA
MSKC Social Class C Number NA NA
MSKD Social Class D Number NA NA
MHHUUR Rented House Number NA NA
MHKOOP Home Owners Number NA NA
MAUT1 1 Car Number NA NA
MAUT2 2 Cars Number NA NA
MAUT0 No Car Number NA NA
MZFONDS NHS Number NA NA
MZPART Private Health Insurance Number NA NA
MINKM30 Income < 30 Number NA NA
MINK3045 Income 30 - 45 Number NA NA
MINK4575 Income 45-75 Number NA NA
MINK7512 Income 75-122 Number NA NA
MINK123M Income >123 Number NA NA
MINKGEM Avg Income Number NA NA
MKOOPKLA Purchasing Power Class Number NA NA
PWAPART Contribution private third party insurance Multi-Valued Number
PWABEDR Contribution third party insurance (firms) Number NA NA
PWALAND Contribution third party insurane (agriculture) Number NA NA
PPERSAUT Contribution car policies Number NA NA
PBESAUT Contribution delivery van policies Number NA NA
PMOTSCO Contribution motorcycle/scooter policies Number NA NA
PVRAAUT Contribution lorry policies Number NA NA
PAANHANG Contribution trailer policies Number NA NA
PTRACTOR Contribution tractor policies Number NA NA
PWERKT Contribution agricultural machines policies Number NA NA
PBROM Contribution moped policies Number NA NA
PLEVEN Contribution life insurances Number NA NA
PPERSONG Contribution private accident insurance policies Number NA NA
PGEZONG Contribution family accidents insurance policies Number NA NA
PWAOREG Contribution disability insurance policies Number NA NA
PBRAND Contribution fire policies Number NA NA
PZEILPL Contribution surfboard policies Number NA NA
PPLEZIER Contribution boat policies Number NA NA
PFIETS Contribution bicycle policies Number NA NA
PINBOED Contribution property insurance policies Number NA NA
PBYSTAND Contribution social security insurance policies Number NA NA
AWAPART Number of private third party insurance 1 - 12 Number NA NA
AWABEDR Number of third party insurance (firms) Number NA NA
AWALAND Number of third party insurane (agriculture) Number NA NA
APERSAUT PERSAUT Number of car policies Number NA NA
ABESAUT Number of delivery van policies Number NA NA
AMOTSCO Number of motorcycle/scooter policies Number NA NA
AVRAAUT Number of lorry policies Number NA NA
AAANHANG Number of trailer policies Number NA NA
ATRACTOR Number of tractor policies Number NA NA
AWERKT Number of agricultural machines policies Number NA NA
ABROM Number of moped policies Number NA NA
ALEVEN Number of life insurances Number NA NA
APERSONG Number of private accident insurance policies Number NA NA
AGEZONG Number of family accidents insurance policies Number NA NA
AWAOREG Number of disability insurance policies Number NA NA
ABRAND Number of fire policies Number NA NA
AZEILPL Number of surfboard policies Number NA NA
APLEZIER Number of boat policies Number NA NA
AFIETS Number of bicycle policies Number NA NA
AINBOED Number of property insurance policies Number NA NA
ABYSTAND Number of social security insurance policies Number NA NA
CARAVAN Number of mobile home policies Boolean (0 or 1) NA NA
Notes:
  • "Number of Mobile home policies" is the target attribute. It is the last row in the table.
  • Here's the detailed data description.
Sample Data used for train the model
Subtype Houses Avg Household Size Ave Age Customer Type Roman Catholic Protestant Other Religion No Religion Married Living Together Other Relation Singles Household w/o children Household w Children High Level Education Medium Level Education Lover Level Education High Status Entrepreneur Farmer Middele Management Skilled Laborer Unskilled Laborer Social Class A Social Class B1 Social Class B2 Social Class C Social Class D Rented House Home Owners 1 Car 2 Cars No Car NHS Private Health Insurance Income < 30 Income 30 - 45 Income 45-75 Income 75-122 Income >123 Avg Income Purchasing Power Class Contribution private third party insurance Contribution third party insurance (firms) ... Contribution third party insurane (agriculture) Contribution car policies Contribution delivery van policies Contribution motorcycle/scooter policies Contribution lorry policies Contribution trailer policies Contribution tractor policies Contribution agricultural machines policies Contribution moped policies Contribution life insurances Contribution private accident insurance policies Contribution family accidents insurance policies Contribution disability insurance policies Contribution fire policies Contribution surfboard policies Contribution boat policies Contribution bicycle policies Contribution property insurance policies Contribution social security insurance policies Number of private third party insurance 1 - 12 Number of third party insurance (firms) ... Number of third party insurane (agriculture) Number of car policies Number of delivery van policies Number of motorcycle
/scooter policies
Number of lorry policies Number of trailer policies Number of tractor policies Number of agricultural machines policies Number of moped policies Number of life insurances Number of private accident insurance policies Number of family accidents insurance policies Number of disability insurance policies Number of fire policies Number of surfboard policies Number of boat policies Number of bicycle policies Number of property insurance policies Number of social security insurance policies Number of mobile home policies
33 1 3 2 8 0 5 1 3 7 0 2 1 2 6 1 2 7 1 0 1 2 5 2 1 1 2 6 1 1 8 8 0 1 8 1 0 4 5 0 0 4 3 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0
37 1 2 2 8 1 4 1 4 6 2 2 0 4 5 0 5 4 0 0 0 5 0 4 0 2 3 5 0 2 7 7 1 2 6 3 2 0 5 2 0 5 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0
37 1 2 2 8 0 4 2 4 3 2 4 4 4 2 0 5 4 0 0 0 7 0 2 0 5 0 4 0 7 2 7 0 2 9 0 4 5 0 0 0 3 4 2 0 0 6 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0
9 1 3 3 3 2 3 2 4 5 2 2 2 3 4 3 4 2 4 0 0 3 1 2 3 2 1 4 0 5 4 9 0 0 7 2 1 5 3 0 0 4 4 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0
40 1 4 2 10 1 4 1 4 7 1 2 2 4 4 5 4 0 0 5 4 0 0 0 9 0 0 0 0 4 5 6 2 1 5 4 0 0 9 0 0 6 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0
23 1 2 1 5 0 5 0 5 0 6 3 3 5 2 0 5 4 2 0 0 4 2 2 2 2 2 4 2 9 0 5 3 3 9 0 5 2 3 0 0 3 3 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
39 2 3 2 9 2 2 0 5 7 2 0 0 3 6 0 4 5 0 0 0 4 1 5 0 1 4 5 0 6 3 8 0 1 9 0 4 3 3 0 0 3 5 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
33 1 2 3 8 0 7 0 2 7 2 0 0 5 4 0 3 6 2 0 0 2 5 2 2 1 2 5 2 0 9 4 4 2 6 3 2 5 3 0 0 3 3 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0
33 1 2 4 8 0 1 3 6 6 0 3 3 3 3 0 1 8 1 1 0 1 8 1 1 1 0 8 1 9 0 5 2 3 7 2 7 2 1 0 0 2 3 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
11 2 3 3 3 3 5 0 2 7 0 2 2 2 6 0 4 5 2 0 0 3 3 3 1 2 1 4 2 0 9 6 1 2 6 3 2 3 3 1 0 4 7 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0
10 1 4 3 3 1 4 1 4 7 1 2 0 3 6 4 3 3 0 0 0 9 0 0 3 0 6 0 0 0 9 6 2 1 5 4 0 3 2 2 2 8 7 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
9 1 3 3 3 1 3 2 4 7 1 2 2 3 5 1 7 1 4 0 0 5 1 1 2 3 4 1 0 6 3 7 1 2 4 5 3 4 3 1 0 3 4 2 0 0 5 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0
33 1 2 3 8 1 4 1 4 6 2 3 3 4 3 1 4 5 1 1 0 3 2 4 1 2 2 5 1 5 4 6 1 3 7 2 3 4 3 1 0 3 3 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
41 1 3 3 10 0 5 0 4 7 1 1 1 4 5 2 4 4 3 0 1 2 2 2 4 2 1 4 0 5 4 7 2 0 8 1 3 2 4 1 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
23 1 1 2 5 0 6 1 2 1 2 6 5 3 1 2 6 2 1 0 0 4 3 2 1 3 2 4 0 9 0 5 1 3 5 4 4 3 3 0 0 3 3 2 0 0 5 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0
33 1 2 3 8 0 7 0 2 7 2 0 0 5 4 0 3 6 2 0 0 2 5 2 2 1 2 5 2 0 9 4 4 2 6 3 2 5 3 0 0 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0
38 1 2 3 9 0 6 0 3 7 0 2 0 6 3 2 6 2 2 0 0 4 0 4 2 2 4 2 0 6 3 7 2 0 4 5 0 1 6 2 0 5 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
22 2 3 3 5 0 5 0 4 7 0 2 0 2 7 2 1 7 0 2 0 1 1 5 2 0 0 7 0 4 5 6 1 2 7 2 0 6 3 0 0 4 2 2 0 0 6 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0
13 1 4 2 3 2 4 0 3 7 0 2 1 3 6 5 4 1 6 0 0 3 0 1 5 2 1 2 0 4 5 7 1 2 5 4 2 2 6 0 0 4 6 2 0 0 5 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0
31 1 2 4 7 0 2 0 7 9 0 0 0 6 3 0 0 9 0 0 0 2 4 4 0 0 0 7 2 9 0 7 2 0 9 0 5 4 0 0 0 3 1 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0
33 1 4 3 8 0 6 0 3 9 0 0 0 3 6 0 0 9 0 0 3 0 6 0 0 0 3 6 0 9 0 7 2 0 9 0 3 5 2 0 0 3 3 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
33 2 3 3 8 0 4 2 3 7 0 2 0 2 7 0 2 7 0 0 2 4 0 3 0 0 5 4 0 0 9 7 0 2 9 0 3 6 0 0 0 3 3 2 0 0 6 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0
13 1 3 2 3 1 7 0 2 7 0 2 1 3 6 3 5 1 6 0 0 2 0 1 6 1 3 1 0 4 5 7 2 1 5 4 1 1 8 0 0 5 6 2 0 0 6 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 1 0 0 1 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0
34 2 3 2 8 0 7 0 2 7 2 0 0 4 5 0 2 7 0 2 0 2 4 2 0 0 4 5 0 2 7 5 4 0 9 0 0 5 4 0 0 4 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
13 2 4 3 3 0 4 2 4 8 1 1 1 3 6 1 7 2 4 0 0 3 3 0 1 3 3 3 0 1 8 8 0 1 4 5 0 5 4 0 0 4 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0
33 1 3 3 8 0 6 1 2 6 0 3 2 3 5 1 2 6 1 0 1 4 2 4 1 2 2 5 2 2 7 7 0 2 7 2 0 4 5 0 0 4 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0
37 1 3 3 8 0 5 0 4 7 2 0 0 3 6 3 5 2 1 0 0 5 2 2 1 3 3 2 1 8 1 9 0 0 5 4 2 3 3 2 0 5 4 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
40 1 3 3 10 0 3 0 6 9 0 0 0 4 5 2 0 7 2 0 5 0 2 0 2 1 5 3 0 2 7 7 2 0 7 2 4 2 4 0 0 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0
31 1 4 2 7 0 9 0 0 5 0 4 0 0 9 0 0 9 0 0 2 0 3 5 0 4 0 5 0 9 0 3 2 4 7 2 9 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0
33 2 2 3 8 0 7 1 2 5 1 4 4 1 5 0 2 7 0 0 1 2 6 1 0 2 1 7 1 8 1 5 1 4 8 1 5 3 2 0 0 3 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0
24 2 2 2 5 1 3 2 4 2 4 3 3 3 3 2 5 3 2 0 0 5 3 0 2 1 4 4 0 5 4 7 0 2 9 0 5 3 2 0 0 3 2 2 0 0 6 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0
23 1 2 2 5 2 4 2 4 7 1 2 6 0 3 1 8 0 3 0 0 1 1 5 0 3 6 1 0 6 3 7 1 2 6 3 4 4 2 0 0 3 3 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
33 1 4 3 8 1 4 1 5 8 1 1 1 2 7 2 2 6 3 1 1 2 4 1 3 1 1 5 1 4 5 5 4 1 7 2 4 2 4 0 1 4 3 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0
38 1 2 3 9 0 5 2 2 4 2 4 4 4 3 1 3 5 2 1 0 3 2 3 2 2 1 3 2 6 3 6 1 3 8 1 4 3 3 0 0 3 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
13 2 4 3 3 0 4 2 4 8 1 1 1 3 6 1 7 2 4 0 0 3 3 0 1 3 3 3 0 1 8 8 0 1 4 5 0 5 4 0 0 4 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0
8 1 3 2 2 2 4 1 4 6 1 3 1 4 5 2 5 2 2 2 0 3 1 3 3 2 2 3 1 6 3 7 1 2 6 3 3 4 3 0 0 3 7 2 0 0 6 0 0 0 0 0 0 0 4 0 2 0 3 0 0 0 0 4 1 0 0 1 0 0 0 0 0 0 0 1 0 1 0 1 0 0 0 0 1 0
7 1 3 2 2 0 7 2 0 7 2 0 0 6 3 2 7 0 2 0 0 7 0 0 2 3 4 0 0 0 9 7 2 0 7 2 0 6 3 0 0 4 6 2 0 0 6 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 1 0 0 2 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0
41 1 3 3 10 0 7 1 2 8 1 1 1 5 3 0 3 6 2 0 2 3 2 3 1 2 3 4 1 3 6 6 2 2 6 3 2 7 1 1 0 3 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0
39 1 3 2 9 0 6 0 3 6 0 3 0 0 9 0 3 6 2 0 0 2 5 2 0 2 4 4 0 7 2 3 6 0 6 3 7 0 2 0 0 3 5 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0
33 2 3 3 8 0 2 3 5 6 3 0 0 3 6 0 1 8 0 0 0 1 6 3 0 1 1 8 0 3 6 6 3 0 9 0 3 5 2 1 0 3 3 2 0 0 5 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 2 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0
24 1 3 3 5 1 5 1 3 6 1 2 0 0 9 0 0 9 2 1 1 2 3 2 0 0 5 4 0 9 0 6 1 3 7 2 4 5 0 0 0 3 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0
11 1 3 3 3 2 7 0 0 9 0 0 2 3 4 0 5 4 5 0 0 4 0 1 1 2 4 2 2 1 8 7 2 0 7 2 2 4 3 0 1 4 6 2 0 0 6 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 2 0 0 1 0 0 1
8 1 3 3 2 1 4 1 4 6 1 2 2 3 5 2 4 3 3 1 1 3 2 2 3 2 2 3 0 4 5 6 2 1 4 5 2 2 4 1 1 5 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0
33 1 2 4 8 0 5 0 4 8 0 1 1 7 2 2 2 6 2 0 3 2 2 2 2 1 3 4 1 6 3 6 0 3 7 2 4 2 3 1 0 4 3 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
3 1 3 3 1 2 7 0 0 7 1 2 1 3 5 0 4 5 2 1 0 3 2 3 1 3 2 4 1 0 9 6 2 2 5 4 0 5 3 1 0 4 6 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0
38 1 3 3 9 0 5 1 3 7 1 2 3 2 5 1 3 6 2 1 1 2 3 3 1 1 1 5 2 5 4 5 2 2 7 2 4 4 1 1 1 3 4 2 0 0 6 0 5 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 1 0 0 1 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1
36 1 2 4 8 1 5 1 3 6 0 3 4 3 3 1 3 5 2 1 0 3 3 2 1 1 2 5 2 5 4 6 0 3 6 3 3 3 2 1 0 3 3 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0
38 1 4 2 9 0 4 0 5 8 0 1 1 1 8 1 4 5 1 0 0 2 0 7 1 2 2 5 1 8 1 5 4 1 8 1 5 4 0 0 0 2 4 2 0 0 5 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0
39 1 3 3 9 2 4 1 3 8 0 1 1 5 4 1 4 4 1 0 0 6 1 3 0 3 2 4 0 5 4 5 2 3 6 3 2 4 3 1 0 4 5 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
33 2 3 3 8 0 4 0 5 7 0 2 2 1 6 0 2 7 0 0 0 3 6 0 0 1 1 6 2 4 5 5 2 3 8 1 3 4 2 0 0 3 3 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0
33 1 2 4 8 0 2 2 5 7 0 2 0 6 3 0 2 7 0 0 0 3 4 3 0 2 0 7 0 9 0 7 2 0 9 0 6 3 0 0 0 3 3 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
25 1 2 3 6 0 5 1 4 3 2 5 5 3 3 2 3 4 1 1 0 4 2 3 1 4 1 3 2 7 2 6 1 3 8 1 5 3 2 0 0 3 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0
20 1 2 3 5 1 4 2 3 6 2 2 2 4 3 1 2 6 1 0 0 3 2 4 1 1 1 6 2 9 0 7 2 2 8 1 3 3 3 1 0 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0
11 1 2 4 3 0 7 0 2 6 0 3 4 2 4 3 3 3 4 0 2 0 4 1 3 0 2 5 0 1 8 3 0 6 7 2 4 3 2 2 0 4 6 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0
33 2 3 3 8 0 6 1 3 7 0 2 1 3 6 1 2 7 1 0 1 3 3 4 1 2 1 6 1 1 8 8 0 1 8 1 0 2 7 0 0 4 3 2 0 0 6 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 2 0 0 0 1 0 0 0 0 0 0
39 2 5 2 9 1 5 0 3 7 1 2 0 0 9 0 4 5 0 0 0 6 3 0 0 4 0 5 0 2 7 6 2 2 6 3 0 4 5 0 0 4 5 2 0 0 6 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0
11 1 1 2 3 0 5 1 4 4 3 2 6 3 1 4 5 1 2 0 0 4 3 2 1 1 1 7 2 8 1 8 0 1 9 0 3 5 2 0 0 3 6 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
12 1 3 2 3 0 6 0 3 7 2 0 1 2 6 2 4 4 1 0 0 5 2 1 0 3 2 4 0 0 9 9 0 0 5 4 2 4 4 0 0 4 7 2 0 0 0 0 0 0 0 0 0 0 0 0 0 6 4 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 1
35 1 2 3 8 0 4 4 2 7 2 1 1 7 2 0 3 6 1 0 2 4 1 4 1 1 4 4 2 7 2 8 1 1 7 2 5 3 2 0 0 3 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
30 1 3 3 7 0 4 1 4 6 1 3 1 4 5 1 3 5 3 0 1 4 1 2 1 2 4 3 1 2 7 4 0 5 7 2 2 2 2 4 1 6 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0
30 1 2 4 7 0 5 3 2 4 1 4 5 4 1 2 4 3 1 1 0 5 2 1 1 2 3 4 1 9 0 5 0 4 5 4 5 3 2 0 0 3 2 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
36 1 3 3 8 1 4 1 4 6 1 3 2 4 4 1 3 6 1 1 1 2 4 2 1 2 2 4 1 4 5 5 2 3 7 2 3 4 2 1 1 3 3 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0
34 1 3 3 8 0 4 0 5 9 0 0 0 5 4 3 4 3 2 0 0 5 2 1 2 1 3 4 1 2 7 5 4 0 5 4 0 2 3 2 3 8 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
23 2 1 1 5 0 2 4 4 2 2 5 5 4 0 0 7 2 0 0 0 7 0 2 0 5 0 4 0 9 0 7 0 2 9 0 4 4 2 0 0 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
11 1 1 3 3 4 0 0 5 0 2 7 7 2 1 0 7 2 0 0 0 3 0 6 0 3 4 0 2 8 1 2 0 7 7 2 6 3 0 2 0 3 6 2 0 0 6 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0
33 1 4 2 8 0 8 1 0 9 0 0 0 2 7 2 3 4 3 1 0 4 1 1 3 2 2 4 0 0 9 7 2 0 6 3 0 6 3 0 0 4 3 2 0 0 6 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0
36 1 3 3 8 0 6 1 2 7 1 2 1 4 4 1 2 6 1 0 1 3 2 4 1 1 2 6 1 5 4 5 2 3 6 3 2 5 2 1 0 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
13 1 3 3 3 0 6 0 3 6 0 3 2 4 4 4 3 2 7 0 0 0 2 0 7 0 0 2 0 0 9 9 0 0 4 5 0 5 4 0 0 4 6 2 0 0 6 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0
36 1 3 4 8 4 3 0 2 6 0 3 3 4 3 0 7 2 2 0 2 4 0 2 2 1 5 2 0 2 7 6 3 0 3 6 0 7 2 0 0 4 3 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0
29 1 2 5 7 2 2 2 4 6 0 3 3 4 2 0 1 8 1 0 0 1 4 5 0 1 1 4 5 9 0 4 3 3 9 0 1 8 0 0 0 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
9 2 3 2 3 0 5 0 4 9 0 0 0 4 5 2 5 2 2 2 0 4 0 2 3 0 4 2 0 7 2 7 2 0 6 3 4 5 0 0 0 3 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0
25 1 2 5 6 1 5 2 2 5 1 3 4 5 1 1 5 4 3 1 0 4 1 2 3 2 2 2 3 6 3 7 1 1 5 4 4 4 2 1 0 3 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0
32 1 3 4 7 1 5 1 3 8 1 1 2 5 3 2 3 5 1 1 1 5 3 1 1 1 3 5 1 4 5 7 0 2 5 4 2 3 4 1 0 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0
8 2 3 3 2 0 5 2 3 7 1 2 2 3 5 3 4 3 4 0 0 4 1 0 4 2 2 2 0 1 8 8 0 1 6 3 0 5 4 0 0 4 7 2 0 0 6 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 2 0 0 0 1 0 0 0 0 0 0
11 1 3 2 3 1 4 0 5 6 2 1 2 3 5 3 6 0 2 0 0 5 1 1 2 3 4 1 0 2 7 7 2 0 5 4 1 0 5 3 0 6 6 2 0 0 6 0 0 0 0 0 0 0 3 0 0 0 4 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 0
3 1 3 4 1 0 5 2 2 7 0 2 2 4 4 0 4 5 1 0 0 3 2 5 0 1 4 3 2 2 7 6 0 3 8 1 2 4 4 0 0 4 6 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
38 1 2 3 9 0 4 2 3 5 1 3 2 4 3 0 3 6 1 0 1 2 2 5 1 1 2 5 3 8 1 6 1 3 6 3 4 4 1 0 0 3 4 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0
11 1 2 3 3 0 6 1 2 7 1 1 1 8 1 5 4 0 4 0 0 1 4 0 5 4 0 0 0 9 0 8 1 1 4 5 0 5 4 0 0 5 6 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0
3 1 2 3 1 3 3 1 4 8 1 0 0 7 2 4 3 3 6 0 0 1 1 3 6 1 1 1 3 0 9 9 0 0 4 5 3 3 4 0 0 4 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
13 1 3 3 3 1 4 1 5 6 2 1 1 4 5 2 5 3 1 0 0 6 1 2 1 3 4 3 0 1 8 7 2 0 8 1 1 3 6 1 0 5 6 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
3 1 2 3 1 0 6 1 3 5 0 4 3 3 4 1 3 5 1 0 1 6 1 3 1 2 2 3 3 2 7 7 0 2 7 2 0 5 4 0 0 4 6 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0
3 1 2 4 1 1 4 1 4 7 1 2 0 9 0 0 0 9 4 0 0 2 2 1 0 0 5 4 0 5 5 6 2 1 5 4 5 5 0 0 0 3 6 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
1 1 3 3 1 6 0 0 3 8 0 1 1 4 5 5 4 2 6 1 0 3 1 0 6 2 1 2 0 0 9 7 2 1 1 8 1 0 3 5 0 8 8 2 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
41 1 3 3 10 0 6 1 2 6 0 3 2 3 5 1 2 6 1 0 1 4 2 4 1 2 2 5 2 2 7 7 0 2 7 2 0 4 5 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0
23 1 2 1 5 0 2 2 6 4 2 4 2 5 3 1 4 5 0 0 0 4 3 3 0 1 2 6 0 9 0 4 0 5 8 1 4 2 4 0 0 3 3 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
38 1 3 3 9 1 5 1 3 5 1 3 3 2 4 2 3 5 2 1 0 3 2 3 2 2 2 3 2 5 4 4 2 4 7 2 3 5 1 1 0 3 4 2 0 0 6 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 1 0 0 2 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0
1 1 3 3 1 1 7 0 2 8 1 0 0 5 4 4 1 5 4 0 2 2 2 0 3 1 3 3 0 0 9 6 3 0 3 6 3 3 3 2 0 5 8 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0
39 1 4 2 9 2 0 2 5 9 0 0 0 3 6 2 4 4 2 0 0 3 5 0 2 0 3 5 0 0 9 9 0 0 7 2 0 5 4 0 0 4 5 2 0 0 6 0 0 0 0 0 0 0 0 0 0 0 4 0 0 1 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0
36 1 1 2 8 0 6 1 2 1 2 6 5 3 2 2 5 2 2 0 0 4 1 3 2 3 3 3 0 9 0 5 1 3 5 4 4 3 3 0 0 3 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0
38 1 2 2 9 0 4 2 4 7 1 2 3 4 3 1 1 8 1 0 0 3 6 0 1 1 1 8 0 3 6 7 1 1 8 1 0 7 2 0 0 4 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0
9 1 3 3 3 1 4 1 5 7 1 1 0 4 5 0 6 3 1 1 0 4 2 3 0 0 4 3 3 0 9 6 2 2 8 1 0 6 0 3 0 5 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0
8 1 5 3 2 0 5 0 4 9 0 0 0 0 8 5 4 0 7 0 0 2 0 0 7 0 2 0 0 0 9 9 0 0 4 5 0 0 9 0 0 5 7 2 0 0 6 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0
3 2 3 3 1 0 6 1 2 6 0 3 1 4 4 3 2 5 1 0 1 4 2 4 1 3 2 4 1 3 6 7 0 2 7 2 0 4 5 0 0 4 6 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0
26 1 1 5 6 0 4 2 4 3 0 6 6 2 1 1 1 7 0 0 2 2 4 2 0 1 4 5 0 8 1 3 0 6 9 0 2 5 2 1 0 4 1 2 0 0 5 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0
39 1 2 3 9 0 7 2 0 9 0 0 2 5 2 2 5 2 1 0 0 3 3 3 1 2 3 4 1 6 3 7 0 2 7 2 1 3 3 2 0 6 5 1 0 0 6 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0
11 1 3 3 3 0 8 0 1 9 0 0 0 4 5 0 4 5 3 1 2 2 2 1 2 1 4 3 0 3 6 6 2 1 5 4 0 0 7 2 0 6 6 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0
39 1 2 3 9 0 4 0 5 9 0 0 2 4 3 0 0 9 0 0 0 4 5 0 0 0 0 9 0 6 3 9 0 0 9 0 3 4 3 1 0 3 5 0 0 0 6 0 0 0 0 0 0 0 3 0 2 0 4 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 2 0 1 0 1 0 0 0 0 0 0
9 1 2 3 3 0 6 1 2 7 1 1 5 1 4 5 4 0 4 0 0 5 1 0 1 8 0 0 0 9 0 8 1 1 4 5 0 5 4 0 0 5 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1
36 1 2 4 8 2 4 2 2 7 0 2 2 4 3 1 5 4 1 0 0 3 1 4 1 1 4 4 0 2 7 5 3 2 5 4 2 5 3 0 0 4 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1
Notes: