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21_22-J 31
Commit 7c3b73c1 authored by Shivanthi Fernando's avatar Shivanthi Fernando
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Merge branch 'customer_retention_changes' into 'master' 

Changes in customer retention

See merge request !25
parents 663d183a e0d7e3da
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Showing with 699 additions and 114 deletions
Data/CustomerDatasetNew_4.csv 0 → 100644
View file @ 7c3b73c1
CustomerID,CustomerName,MobileNumber,NIC,Distance,VehicleNo,VehicleType,ServiceID,ServicePrice,ServiceQualityRating,ResponseTimeRating,CustomerServiceRating,InvoiceNo,InvoiceDate
1765,S.D. Weerarathne,785587847,673710286V,3,BGA124,Car,SID1104,7000,4,4,5,1001,12/2/2021
1766,A.L. Perera,763838383,806576578V,2,KD9372,Car,SID1107,7500,5,4,5,1002,12/2/2021
1767,T.M. Jayawardena,707374774,937867861V,3.5,PTA830,Car,SID1102,7100,5,5,4,1003,13/2/2021
1768,P.T. Kumarasiri,117448489,683536637V,4,ADL392,Car,SID1115,13000,1,1,1,1004,13/2/2021
1769,W.A. Rathnayaka,729494949,904774488V,2.5,PR3535,Car,SID1101,7500,4,5,5,1005,13/2/2021
1770,T.S. Peiris,318484848,583899874V,5,SM3423,Car,SID1108,7200,4,5,4,1006,14/2/2021
1771,P.N. De Silva,773737335,787287362V,4,BL8392,Car,SID1103,7400,5,4,4,1007,14/2/2021
1772,W.L. Fernando,728383849,828798793V,1.5,SK3902,Car,SID1106,7100,5,4,5,1008,14/2/2021
1773,C.A. Wanigasinghe,313748484,758989802V,3,PXG384,Car,SID1109,7400,4,5,4,1009,15/2/2021
1774,D.H. Siriwardena,113784802,929872764V,6,RMO39,Car,SID1110,7200,4,4,5,1010,15/2/2021
1775,T.L. Jayarathne,768383393,678798771V,4,AP9840,Car,SID1113,15000,1,1,1,1011,15/2/2021
1776,L.N. Rodrigo,773833930,837483474V,3,TLR938,Car,SID1116,7600,4,4,5,1012,17/2/2021
1777,S.R. Kasthuriarachchi,118484491,706388391V,1.5,MD924,Car,SID1112,7400,4,5,4,1013,17/2/2021
1778,G.M. Perera,773940272,893738389V,2,SP3892,Car,SID1104,7000,5,4,4,1014,17/2/2021
1779,W.J. Rathnasiri,763949203,673838219V,3,SH2923,Car,SID1105,7100,4,5,4,1015,18/2/2021
1766,A.L. Perera,763838383,806576578V,5,KD9372,Car,SID1118,7100,5,4,4,1016,18/2/2021
1770,T.S. Peiris,318484848,583899874V,3,SM3423,Car,SID1107,7500,5,4,5,1017,19/2/2021
1765,S.D. Weerarathne,785587847,673710286V,2.5,BGA124,Car,SID1111,7300,4,4,5,1018,19/2/2021
1779,W.J. Rathnasiri,763949203,673838219V,3.5,SH2923,Car,SID1108,7200,5,5,4,1019,19/2/2021
1769,W.A. Rathnayaka,729494949,904774488V,4,PR3535,Car,SID1120,7200,5,5,5,1020,22/2/2021
1773,C.A. Wanigasinghe,313748484,758989802V,2.7,PXG384,Car,SID1115,7300,4,4,5,1021,22/2/2021
1766,A.L. Perera,763838383,806576578V,3,KD9372,Car,SID1106,7400,4,4,5,1022,23/2/2021
1771,P.N. De Silva,773737335,787287362V,5,BL8392,Car,SID1101,7500,4,5,4,1023,23/2/2021
1774,D.H. Siriwardena,113784802,929872764V,6,RMO39,Car,SID1109,7100,5,4,4,1024,23/2/2021
1776,L.N. Rodrigo,773833930,837483474V,4.5,TLR938,Car,SID1103,7600,4,5,5,1025,23/2/2021
1772,W.L. Fernando,728383849,828798793V,3,SK3902,Car,SID1110,7100,5,4,4,1026,24/2/2021
1768,P.T. Kumarasiri,117448489,683536637V,2.5,ADL392,Car,SID1113,15000,1,1,1,1027,24/2/2021
1777,S.R. Kasthuriarachchi,118484491,706388391V,6,MD924,Car,SID1104,7400,5,4,4,1028,25/2/2021
1770,T.S. Peiris,318484848,583899874V,4,SM3423,Car,SID1117,7000,5,4,4,1029,25/2/2021
1780,P.M. Wikramasinghe,758384949,987748728V,5.2,SR3823,Car,SID1119,13500,1,1,1,1030,25/2/2021
1769,W.A. Rathnayaka,729494949,904774488V,2,PR3535,Car,SID1119,7000,4,4,5,1031,26/2/2021
1779,W.J. Rathnasiri,763949203,673838219V,5,SH2923,Car,SID1112,7300,5,4,4,1032,26/2/2021
1781,L.D. Peiris,779798745,826768532V,7,KB8769,Car,SID1107,7500,4,5,5,1033,26/2/2021
1767,T.M. Jayawardena,707374774,937867861V,4,PTA830,Car,SID1118,7700,5,4,5,1034,26/2/2021
1782,S.S. Somarathne,110665878,755887945V,2,ALU875,Car,SID1104,7000,4,5,5,1035,1/3/2021
1771,P.N. De Silva,773737335,787287362V,3,BL8392,Car,SID1116,7100,4,5,5,1036,1/3/2021
1765,S.D. Weerarathne,785587847,673710286V,5,BGA124,Car,SID1101,7500,5,5,4,1037,1/3/2021
1773,C.A. Wanigasinghe,313748484,758989802V,1.5,PXG384,Car,SID1106,7400,5,4,4,1038,2/3/2021
1766,A.L. Perera,763838383,806576578V,3,KD9372,Car,SID1110,7100,5,4,4,1039,2/3/2021
1769,W.A. Rathnayaka,729494949,904774488V,6,PR3535,Car,SID1107,7600,4,5,4,1040,2/3/2021
1774,D.H. Siriwardena,113784802,929872764V,4,RMO39,Car,SID1113,7500,4,5,4,1041,2/3/2021
1783,A.M. Fernando,774654656,857865534V,3,SLP987,Car,SID1105,7100,5,4,5,1042,3/3/2021
1784,L.M. Peiris,766427387,908623872V,2.5,ABC293,Car,SID1111,13000,1,1,1,1043,3/3/2021
1776,L.N. Rodrigo,773833930,837483474V,4,TLR938,Car,SID1108,7200,4,5,4,1044,3/3/2021
1785,M.J. Padmasiri,729191108,679819183V,5,SDP612,Car,SID1115,10000,3,2,1,1045,4/3/2021
1778,G.M. Perera,773940272,893738389V,2,SP3892,Car,SID1103,7200,4,4,5,1046,4/3/2021
1767,T.M. Jayawardena,707374774,937867861V,6,PTA830,Car,SID1107,7500,5,4,4,1047,4/3/2021
1773,C.A. Wanigasinghe,313748484,758989802V,3,PXG384,Car,SID1104,7000,4,5,4,1048,4/3/2021
1779,W.J. Rathnasiri,763949203,673838219V,6,SH2923,Car,SID1112,7200,4,5,5,1049,5/3/2021
1766,A.L. Perera,763838383,806576578V,3,KD9372,Car,SID1106,7400,4,4,5,1050,5/3/2021
1777,S.R. Kasthuriarachchi,118484491,706388391V,4,MD924,Car,SID1102,7200,5,4,5,1051,8/3/2021
1771,P.N. De Silva,773737335,787287362V,3,BL8392,Car,SID1116,7100,4,5,5,1052,8/3/2021
1765,S.D. Weerarathne,785587847,673710286V,5.5,BGA124,Car,SID1119,7000,5,4,4,1053,8/3/2021
1782,S.S. Somarathne,110665878,755887945V,3,ALU875,Car,SID1104,7500,4,5,4,1054,9/3/2021
1781,L.D. Peiris,779798745,826768532V,5,KB8769,Car,SID1118,7300,5,4,5,1055,9/3/2021
1776,L.N. Rodrigo,773833930,837483474V,3,TLR938,Car,SID1113,7100,4,5,4,1056,9/3/2021
1770,T.S. Peiris,318484848,583899874V,4,SM3423,Car,SID1101,7500,5,5,4,1057,9/3/2021
1769,W.A. Rathnayaka,729494949,904774488V,2.5,PR3535,Car,SID1114,7400,5,5,4,1058,10/3/2021
1772,W.L. Fernando,728383849,828798793V,6,SK3902,Car,SID1117,7000,5,4,5,1059,10/3/2021
1783,A.M. Fernando,774654656,857865534V,3,SLP987,Car,SID1120,7300,4,4,5,1060,10/3/2021
1786,M.A. Jayawardena,725273789,907875758V,2.5,PD8769,Car,SID1105,7400,4,5,4,1061,11/3/2021
1767,T.M. Jayawardena,707374774,937867861V,1.5,PTA830,Car,SID1110,7100,5,4,5,1062,11/3/2021
1781,L.D. Peiris,779798745,826768532V,4,KB8769,Car,SID1111,7200,4,5,4,1063,11/3/2021
1768,P.T. Kumarasiri,117448489,683536637V,3,ADL392,Car,SID1121,13500,1,1,1,1064,11/3/2021
1774,D.H. Siriwardena,113784802,929872764V,4,RMO39,Car,SID1107,7200,4,5,5,1065,12/3/2021
1787,P.D. Peiris,726738794,921273870V,3,GDA82,Car,SID1109,7400,5,4,4,1066,12/3/2021
1773,C.A. Wanigasinghe,313748484,758989802V,2.5,PXG384,Car,SID1116,7600,5,4,5,1067,12/3/2021
1769,W.A. Rathnayaka,729494949,904774488V,4,PR3535,Car,SID1104,7000,5,4,4,1068,12/3/2021
1771,P.N. De Silva,773737335,787287362V,4,BL8392,Car,SID1123,7300,5,5,5,1069,12/3/2021
1776,L.N. Rodrigo,773833930,837483474V,2.5,TLR938,Car,SID1103,7400,4,4,5,1070,15/3/2021
1779,W.J. Rathnasiri,763949203,673838219V,3,SH2923,Car,SID1118,7100,4,5,5,1071,15/3/2021
1777,S.R. Kasthuriarachchi,118484491,706388391V,4,MD924,Car,SID1110,7100,5,5,4,1072,15/3/2021
1770,T.S. Peiris,318484848,583899874V,5,SM3423,Car,SID1115,7300,4,5,4,1073,16/3/2021
1767,T.M. Jayawardena,707374774,937867861V,2.5,PTA830,Car,SID1109,7400,5,4,5,1074,16/3/2021
1778,G.M. Perera,773940272,893738389V,4,SP3892,Car,SID1107,7000,4,5,5,1075,16/3/2021
1773,C.A. Wanigasinghe,313748484,758989802V,3,PXG384,Car,SID1121,7200,4,5,4,1076,16/3/2021
1769,W.A. Rathnayaka,729494949,904774488V,1.5,PR3535,Car,SID1118,7500,4,5,5,1077,17/3/2021
1788,J.A. Perera,771892938,681298127V,3,ALP128,Car,SID1122,7200,5,4,4,1078,17/3/2021
1765,S.D. Weerarathne,785587847,673710286V,4,BGA124,Car,SID1113,7100,4,4,5,1079,18/3/2021
1782,S.S. Somarathne,110665878,755887945V,2,ALU875,Car,SID1108,7400,4,5,4,1080,18/3/2021
1770,T.S. Peiris,318484848,583899874V,3.5,SM3423,Car,SID1119,7100,5,4,4,1081,18/3/2021
1767,T.M. Jayawardena,707374774,937867861V,4,PTA830,Car,SID1102,7200,4,4,5,1082,19/3/2021
1783,A.M. Fernando,774654656,857865534V,3,SLP987,Car,SID1111,7400,4,4,4,1083,19/3/2021
1766,A.L. Perera,763838383,806576578V,2,KD9372,Car,SID1104,7000,5,4,4,1084,19/3/2021
1789,M.P. Kumararathne,758304811,642438728V,4.5,HE3920,Car,SID1114,14000,1,1,1,1085,19/3/2021
1781,L.D. Peiris,779798745,826768532V,5,KB8769,Car,SID1112,7400,5,4,4,1086,19/3/2021
1786,M.A. Jayawardena,725273789,907875758V,4.5,PD8769,Car,SID1122,7100,4,5,4,1087,22/3/2021
1779,W.J. Rathnasiri,763949203,673838219V,2,SH2923,Car,SID1114,7200,4,5,5,1088,22/3/2021
1776,L.N. Rodrigo,773833930,837483474V,5,TLR938,Car,SID1106,7100,5,4,4,1089,22/3/2021
1790,D.M. Jayawardena,763823109,783837`21V,5,KJS2349,Car,SID1118,7400,5,4,5,1090,22/3/2021
1767,T.M. Jayawardena,707374774,937867861V,4,PTA830,Car,SID1110,7300,4,5,4,1091,23/3/2021
1777,S.R. Kasthuriarachchi,118484491,706388391V,1.5,MD924,Car,SID1117,7100,4,5,5,1092,23/3/2021
1791,J.W. Fernando,773294891,934248489V,5,DSP324,Car,SID1106,7500,5,4,4,1093,23/3/2021
1787,P.D. Peiris,726738794,921273870V,3,GDA82,Car,SID1109,7100,5,4,4,1094,24/3/2021
1768,P.T. Kumarasiri,117448489,683536637V,5,ADL392,Car,SID1116,14000,1,1,1,1095,24/3/2021
1766,A.L. Perera,763838383,806576578V,2,KD9372,Car,SID1123,7300,4,4,5,1096,25/3/2021
1792,S.P. De Silva,757312989,962498416V,4,AL3498,Car,SID1103,7400,4,5,4,1097,25/3/2021
1771,P.N. De Silva,773737335,787287362V,3.5,BL8392,Car,SID1103,7200,4,5,4,1098,25/3/2021
1778,G.M. Perera,773940272,893738389V,4,SP3892,Car,SID1114,7000,5,5,4,1099,26/3/2021
1784,L.M. Peiris,766427387,908623872V,4,ABC293,Car,SID1108,14000,1,1,1,1100,26/3/2021
1782,S.S. Somarathne,110665878,755887945V,3,ALU875,Car,SID1121,7200,5,4,4,1101,26/3/2021
1773,C.A. Wanigasinghe,313748484,758989802V,2,PXG384,Car,SID1107,7500,4,4,5,1102,26/3/2021
1781,L.D. Peiris,779798745,826768532V,4,KB8769,Car,SID1113,7200,4,5,4,1103,29/3/2021
1765,S.D. Weerarathne,785587847,673710286V,5,BGA124,Car,SID1104,7000,5,5,4,1104,29/3/2021
1767,T.M. Jayawardena,707374774,937867861V,4.2,PTA830,Car,SID1122,7500,4,5,5,1105,30/3/2021
1776,L.N. Rodrigo,773833930,837483474V,5,TLR938,Car,SID1115,7300,5,4,4,1106,30/3/2021
1766,A.L. Perera,763838383,806576578V,1.5,KD9372,Car,SID1106,7200,4,5,4,1107,30/3/2021
1779,W.J. Rathnasiri,763949203,673838219V,2,SH2923,Car,SID1111,7500,5,4,5,1108,31/3/2021
1783,A.M. Fernando,774654656,857865534V,4,SLP987,Car,SID1102,7200,4,5,5,1109,31/3/2021
1775,T.L. Jayarathne,768383393,678798771V,4,AP9840,Car,SID1102,13500,1,1,1,1110,31/3/2021
1790,D.M. Jayawardena,763823109,783837`21V,5,KJS2349,Car,SID1118,7100,4,5,5,1111,31/3/2021
1786,M.A. Jayawardena,725273789,907875758V,6,PD8769,Car,SID1117,7300,4,5,5,1112,1/4/2021
1774,D.H. Siriwardena,113784802,929872764V,6,RMO39,Car,SID1110,7000,4,4,5,1113,1/4/2021
1770,T.S. Peiris,318484848,583899874V,3.5,SM3423,Car,SID1119,7500,5,4,4,1114,2/4/2021
1785,M.J. Padmasiri,729191108,679819183V,5,SDP612,Car,SID1115,10200,2,3,2,1045,4/3/2021
1792,S.P. De Silva,757312989,962498416V,4,AL3498,Car,SID1103,7100,4,5,5,1115,2/4/2021
1773,C.A. Wanigasinghe,313748484,758989802V,4,PXG384,Car,SID1118,7200,5,4,4,1116,2/4/2021
1791,J.W. Fernando,773294891,934248489V,5,DSP324,Car,SID1106,7400,5,5,5,1117,5/4/2021
1787,P.D. Peiris,726738794,921273870V,2,GDA82,Car,SID1101,7500,4,5,5,1118,5/4/2021
1771,P.N. De Silva,773737335,787287362V,3,BL8392,Car,SID1116,7300,4,5,5,1119,6/4/2021
1777,S.R. Kasthuriarachchi,118484491,706388391V,3,MD924,Car,SID1113,7100,5,5,4,1120,6/4/2021
1782,S.S. Somarathne,110665878,755887945V,4,ALU875,Car,SID1116,7400,5,4,4,1121,6/4/2021
1767,T.M. Jayawardena,707374774,937867861V,2.5,PTA830,Car,SID1109,7400,4,5,5,1122,6/4/2021
1781,L.D. Peiris,779798745,826768532V,6,KB8769,Car,SID1123,7300,4,5,4,1123,7/4/2021
1779,W.J. Rathnasiri,763949203,673838219V,4.2,SH2923,Car,SID1104,7000,4,5,5,1124,7/4/2021
1776,L.N. Rodrigo,773833930,837483474V,6,TLR938,Car,SID1121,7200,5,4,4,1125,7/4/2021
1770,T.S. Peiris,318484848,583899874V,4,SM3423,Car,SID1106,7300,4,4,5,1126,8/4/2021
1782,S.S. Somarathne,110665878,755887945V,5,ALU875,Car,SID1117,7100,4,5,5,1127,8/4/2021
1778,G.M. Perera,773940272,893738389V,3,SP3892,Car,SID1108,7200,5,5,4,1128,9/4/2021
1765,S.D. Weerarathne,785587847,673710286V,4,BGA124,Car,SID1119,7100,4,5,5,1129,9/4/2021
1773,C.A. Wanigasinghe,313748484,758989802V,2.5,PXG384,Car,SID1110,7000,4,4,5,1130,9/4/2021
1791,J.W. Fernando,773294891,934248489V,5,DSP324,Car,SID1106,7600,5,4,4,1131,12/4/2021
1769,W.A. Rathnayaka,729494949,904774488V,3,PR3535,Car,SID1102,7200,5,5,4,1132,12/4/2021
1783,A.M. Fernando,774654656,857865534V,6,SLP987,Car,SID1111,7500,5,4,5,1133,12/4/2021
1766,A.L. Perera,763838383,806576578V,2.5,KD9372,Car,SID1103,7100,5,5,4,1134,12/4/2021
1786,M.A. Jayawardena,725273789,907875758V,5,PD8769,Car,SID1118,7400,4,5,5,1135,13/4/2021
1772,W.L. Fernando,728383849,828798793V,2.5,SK3902,Car,SID1109,7400,4,5,5,1136,13/4/2021
1787,P.D. Peiris,726738794,921273870V,7,GDA82,Car,SID1120,7200,5,4,4,1137,13/4/2021
1792,S.P. De Silva,757312989,962498416V,4,AL3498,Car,SID1103,7100,4,5,5,1138,14/4/2021
1774,D.H. Siriwardena,113784802,929872764V,4,RMO39,Car,SID1123,7300,4,5,4,1139,14/4/2021
1765,S.D. Weerarathne,785587847,673710286V,5,BGA124,Car,SID1112,7600,5,5,4,1140,15/4/2021
1780,P.M. Wikramasinghe,758384949,987748728V,5.2,SR3823,Car,SID1119,14500,1,1,1,1141,15/4/2021
1777,S.R. Kasthuriarachchi,118484491,706388391V,2.5,MD924,Car,SID1114,7200,5,4,4,1142,15/4/2021
1788,J.A. Perera,771892938,681298127V,4,ALP128,Car,SID1122,7500,5,4,5,1143,16/4/2021
1776,L.N. Rodrigo,773833930,837483474V,2,TLR938,Car,SID1106,7400,5,5,4,1144,16/4/2021
1771,P.N. De Silva,773737335,787287362V,3,BL8392,Car,SID1111,7500,5,4,4,1145,16/4/2021
1768,P.T. Kumarasiri,117448489,683536637V,4,ADL392,Car,SID1103,14500,1,1,1,1146,16/4/2021
1782,S.S. Somarathne,110665878,755887945V,1.5,ALU875,Car,SID1107,7500,4,5,4,1147,19/4/2021
1790,J.D. Jayakody,792329020,914394884V,3,ES4834,Car,SID1104,7000,4,4,5,1148,19/4/2021
1781,L.D. Peiris,779798745,826768532V,4,KB8769,Car,SID1119,7500,5,4,4,1149,19/4/2021
1791,J.W. Fernando,773294891,934248489V,5,DSP324,Car,SID1106,7400,5,5,5,1150,20/4/2021
1770,T.S. Peiris,318484848,583899874V,5,SM3423,Car,SID1108,7200,4,5,4,1151,20/4/2021
1784,L.M. Peiris,766427387,908623872V,6,ABC293,Car,SID1117,13000,1,1,1,1152,20/4/2021
1765,S.D. Weerarathne,785587847,673710286V,3,BGA124,Car,SID1103,7500,4,4,5,1153,20/4/2021
1769,W.A. Rathnayaka,729494949,904774488V,4,PR3535,Car,SID1121,7100,5,4,4,1154,21/4/2021
1777,S.R. Kasthuriarachchi,118484491,706388391V,2,MD924,Car,SID1102,7200,5,5,4,1155,21/4/2021
1766,A.L. Perera,763838383,806576578V,5,KD9372,Car,SID1116,7500,4,5,5,1156,22/4/2021
1778,G.M. Perera,773940272,893738389V,3.5,SP3892,Car,SID1105,7300,5,5,4,1157,22/4/2021
1783,A.M. Fernando,774654656,857865534V,2,SLP987,Car,SID1101,7100,5,5,4,1158,22/4/2021
1786,M.A. Jayawardena,725273789,907875758V,3,PD8769,Car,SID1105,7400,5,5,4,1159,23/4/2021
1773,C.A. Wanigasinghe,313748484,758989802V,4,PXG384,Car,SID1104,7000,4,5,5,1160,23/4/2021
1792,S.P. De Silva,757312989,962498416V,5,AL3498,Car,SID1103,7400,5,4,4,1161,23/4/2021
1767,T.M. Jayawardena,707374774,937867861V,6,PTA830,Car,SID1101,7500,4,4,5,1162,23/4/2021
1787,P.D. Peiris,726738794,921273870V,3,GDA82,Car,SID1115,7100,5,4,4,1163,23/4/2021
1779,W.J. Rathnasiri,763949203,673838219V,4,SH2923,Car,SID1105,7100,4,5,4,1164,26/4/2021
1788,J.A. Perera,771892938,681298127V,2,ALP1289,Car,SID1110,7400,5,4,5,1165,26/4/2021
1774,D.H. Siriwardena,113784802,929872764V,6,RMO39,Car,SID1113,7000,5,4,4,1166,26/4/2021
1777,S.R. Kasthuriarachchi,118484491,706388391V,3,MD924,Car,SID1108,7200,4,4,5,1167,27/4/2021
1765,S.D. Weerarathne,785587847,673710286V,4,BGA124,Car,SID1105,7200,5,5,4,1168,27/4/2021
1769,W.A. Rathnayaka,729494949,904774488V,2,PR3535,Car,SID1109,7400,5,4,4,1169,28/4/2021
1776,L.N. Rodrigo,773833930,837483474V,6,TLR938,Car,SID1121,7000,5,4,5,1170,28/4/2021
1771,P.N. De Silva,773737335,787287362V,3,BL8392,Car,SID1116,7200,4,4,5,1171,28/4/2021
1781,L.D. Peiris,779798745,826768532V,3,KB8769,Car,SID1114,7200,5,5,4,1172,29/4/2021
1786,M.A. Jayawardena,725273789,907875758V,2.5,PD8769,Car,SID1105,7500,5,4,5,1173,29/4/2021
1791,J.W. Fernando,773294891,934248489V,5,DSP324,Car,SID1106,7000,5,4,4,1174,29/4/2021
1779,W.J. Rathnasiri,763949203,673838219V,3,SH2923,Car,SID1123,7300,5,4,4,1175,29/4/2021
1783,A.M. Fernando,774654656,857865534V,4,SLP987,Car,SID1118,7100,5,4,5,1176,30/4/2021
1788,J.A. Perera,771892938,681298127V,3.5,ALP128,Car,SID1110,7400,4,5,5,1177,30/4/2021
1782,S.S. Somarathne,110665878,755887945V,2,ALU875,Car,SID1107,7100,4,5,5,1178,30/4/2021
1770,T.S. Peiris,318484848,583899874V,4,SM3423,Car,SID1116,7600,5,5,4,1179,3/5/2021
1790,J.D. Jayakody,792329020,914394884V,2.5,ES4834,Car,SID1117,7500,4,5,5,1180,3/5/2021
1769,W.A. Rathnayaka,729494949,904774488V,1,PR3535,Car,SID1119,7500,5,5,4,1181,4/5/2021
1773,C.A. Wanigasinghe,313748484,758989802V,6,PXG384,Car,SID1103,7300,4,4,5,1182,4/5/2021
1780,P.M. Wikramasinghe,758384949,987748728V,5.2,SR3823,Car,SID1119,13500,1,1,1,1183,4/5/2021
1792,S.P. De Silva,757312989,962498416V,4,AL3498,Car,SID1103,7400,4,5,4,1184,5/5/2021
1777,S.R. Kasthuriarachchi,118484491,706388391V,4,MD924,Car,SID1115,7000,5,5,4,1185,5/5/2021
1767,T.M. Jayawardena,707374774,937867861V,5,PTA830,Car,SID1111,7200,4,5,4,1186,6/5/2021
1781,L.D. Peiris,779798745,826768532V,3,KB8769,Car,SID1105,7500,5,4,5,1187,6/5/2021
1786,M.A. Jayawardena,725273789,907875758V,2,PD8769,Car,SID1105,7100,4,5,4,1188,6/5/2021
1787,P.D. Peiris,726738794,921273870V,4.5,GDA82,Car,SID1113,7300,4,5,5,1189,6/5/2021
1766,A.L. Perera,763838383,806576578V,2,KD9372,Car,SID1102,7200,5,4,4,1190,7/5/2021
1772,W.L. Fernando,728383849,828798793V,1.5,SK3902,Car,SID1106,7000,4,4,5,1191,7/5/2021
1776,L.N. Rodrigo,773833930,837483474V,4,TLR938,Car,SID1118,7400,5,5,4,1192,7/5/2021
1791,J.W. Fernando,773294891,934248489V,4,DSP324,Car,SID1110,7100,4,5,4,1193,10/5/2021
1778,G.M. Perera,773940272,893738389V,2,SP3892,Car,SID1104,7000,5,4,4,1194,10/5/2021
1783,A.M. Fernando,774654656,857865534V,4,SLP987,Car,SID1123,7300,4,5,4,1195,11/5/2021
1793,R.T. Gajanayaka,119440934,873249816V,3,DPS980,Car,SID1120,7400,4,4,5,1196,11/5/2021
1769,W.A. Rathnayaka,729494949,904774488V,2,PR3535,Car,SID1113,7600,5,4,5,1197,11/5/2021
1785,M.J. Padmasiri,729191108,679819183V,5,SDP612,Car,SID1115,10400,2,3,3,1045,4/3/2021
1766,A.L. Perera,763838383,806576578V,6,KD9372,Car,SID1105,7100,5,4,5,1198,12/5/2021
1777,S.R. Kasthuriarachchi,118484491,706388391V,4,MD924,Car,SID1102,7500,4,5,4,1199,12/5/2021
1794,A.B. Miranda,116876895,978798443V,3,ADC876,Car,SID1105,7400,5,4,5,1200,13/5/2021
1776,L.N. Rodrigo,773833930,837483474V,5,TLR938,Car,SID1118,7000,4,5,5,1201,13/5/2021
1765,S.D. Weerarathne,785587847,673710286V,2,BGA124,Car,SID1106,7100,5,4,4,1202,13/5/2021
1790,J.D. Jayakody,792329020,914394884V,1.5,ES4834,Car,SID1114,7200,4,5,5,1203,14/5/2021
1771,P.N. De Silva,773737335,787287362V,4,BL8392,Car,SID1101,7500,5,5,4,1204,14/5/2021
1795,D.L. Apuhamy,772928190,958282018V,5,AGB279,Car,SID1120,14300,1,1,1,1205,17/5/2021
1792,S.P. De Silva,757312989,962498416V,2,AL3498,Car,SID1111,7100,4,4,5,1206,17/5/2021
1786,M.A. Jayawardena,725273789,907875758V,2.5,PD8769,Car,SID1105,7100,4,5,5,1207,17/5/2021
1779,W.J. Rathnasiri,763949203,673838219V,3,SH2923,Car,SID1105,7500,4,5,4,1208,18/5/2021
1793,R.T. Gajanayaka,119849372,874218723V,7,BHP283,Car,SID1119,7000,5,4,5,1209,18/5/2021
1781,L.D. Peiris,779798745,826768532V,5,KB8769,Car,SID1117,7400,5,5,4,1210,18/5/2021
1787,P.D. Peiris,726738794,921273870V,3,GDA82,Car,SID1109,7400,5,4,4,1211,19/5/2021
1789,M.P. Kumararathne,758304811,642438728V,6,HE3920,Car,SID1105,13200,1,1,1,1212,19/5/2021
1791,J.W. Fernando,773294891,934248489V,3,DSP324,Car,SID1106,7100,5,4,4,1213,20/5/2021
1782,S.S. Somarathne,110665878,755887945V,3,ALU875,Car,SID1104,7500,4,5,4,1214,20/5/2021
1784,L.M. Peiris,766427387,908623872V,4,ABC293,Car,SID1113,15000,1,1,1,1215,20/5/2021
1788,J.A. Perera,771892938,681298127V,3,ALP128,Car,SID1123,7300,4,5,5,1216,20/5/2021
1777,S.R. Kasthuriarachchi,118484491,706388391V,2.5,MD924,Car,SID1121,7100,5,4,4,1217,21/5/2021
1794,A.B. Miranda,116876895,978798443V,3,ADC876,Car,SID1105,7400,4,5,5,1218,21/5/2021
1774,D.H. Siriwardena,113784802,929872764V,6,RMO39,Car,SID1107,7500,5,4,4,1219,21/5/2021
1769,W.A. Rathnayaka,729494949,904774488V,4,PR3535,Car,SID1119,7000,4,4,5,1220,24/5/2021
1783,A.M. Fernando,774654656,857865534V,3,SLP987,Car,SID1120,7300,4,5,4,1221,24/5/2021
1767,T.M. Jayawardena,707374774,937867861V,5,PTA830,Car,SID1118,7400,4,4,5,1222,25/5/2021
1793,R.T. Gajanayaka,119849372,874218723V,6,BHP283,Car,SID1103,7100,5,5,4,1223,25/5/2021
1776,L.N. Rodrigo,773833930,837483474V,4,TLR938,Car,SID1118,7200,4,5,4,1224,25/5/2021
1770,T.S. Peiris,318484848,583899874V,5,SM3423,Car,SID1108,7000,5,5,4,1225,26/5/2021
1792,S.P. De Silva,757312989,962498416V,1,AL3498,Car,SID1122,7300,4,4,5,1226,26/5/2021
1765,S.D. Weerarathne,785587847,673710286V,5,BGA124,Car,SID1104,7000,5,5,5,1227,27/5/2021
1791,J.W. Fernando,773294891,934248489V,5,DSP324,Car,SID1106,7400,5,4,4,1228,27/5/2021
1775,T.L. Jayarathne,768383393,678798771V,3,AP9840,Car,SID1117,13500,1,1,1,1229,27/5/2021
1790,J.D. Jayakody,792329020,914394884V,6,ES4834,Car,SID1105,7100,4,5,5,1230,28/5/2021
1787,P.D. Peiris,726738794,921273870V,3,GDA82,Car,SID1109,7100,5,5,4,1231,28/5/2021
1772,W.L. Fernando,728383849,828798793V,1.5,SK3902,Car,SID1106,7400,4,4,5,1232,31/5/2021
1766,A.L. Perera,763838383,806576578V,4,KD9372,Car,SID1114,7400,5,5,4,1233,31/5/2021
1794,A.B. Miranda,116876895,978798443V,3,ADC876,Car,SID1105,7000,4,4,5,1234,31/5/2021
1786,M.A. Jayawardena,725273789,907875758V,2.5,PD8769,Car,SID1105,7100,4,4,5,1235,1/6/2021
1781,L.D. Peiris,779798745,826768532V,7,KB8769,Car,SID1123,7300,5,4,4,1236,1/6/2021
1773,C.A. Wanigasinghe,313748484,758989802V,4,PXG384,Car,SID1102,7000,4,5,4,1237,2/6/2021
1769,W.A. Rathnayaka,729494949,904774488V,2,PR3535,Car,SID1118,7100,5,4,4,1238,2/6/2021
1774,D.H. Siriwardena,113784802,929872764V,5,RMO39,Car,SID1122,7300,5,4,4,1239,2/6/2021
1777,S.R. Kasthuriarachchi,118484491,706388391V,3,MD924,Car,SID1119,7600,5,4,4,1240,3/6/2021
1771,P.N. De Silva,773737335,787287362V,5,BL8392,Car,SID1123,7300,5,5,4,1241,3/6/2021
1780,P.M. Wikramasinghe,758384949,987748728V,5.2,SR3823,Car,SID1119,15000,1,1,1,1242,4/6/2021
1767,T.M. Jayawardena,707374774,937867861V,2,PTA830,Car,SID1101,7500,4,5,5,1243,4/6/2021
1778,G.M. Perera,773940272,893738389V,5,SP3892,Car,SID1117,7500,5,4,5,1244,4/6/2021
1783,A.M. Fernando,774654656,857865534V,5,SLP987,Car,SID1116,7100,4,5,5,1245,7/6/2021
1793,R.T. Gajanayaka,119849372,874218723V,1,BHP283,Car,SID1107,7500,5,4,4,1246,7/6/2021
1788,J.A. Perera,771892938,681298127V,5,ALP128,Car,SID1103,7200,4,5,5,1247,8/6/2021
1782,S.S. Somarathne,110665878,755887945V,3,ALU875,Car,SID1104,7100,4,5,4,1248,8/6/2021
1765,S.D. Weerarathne,785587847,673710286V,4,BGA124,Car,SID1116,7400,5,4,4,1249,8/6/2021
1792,S.P. De Silva,757312989,962498416V,3,AL3498,Car,SID1104,7000,4,5,4,1250,9/6/2021
1766,A.L. Perera,763838383,806576578V,2,KD9372,Car,SID1113,7300,5,4,5,1251,9/6/2021
1770,T.S. Peiris,318484848,583899874V,6,SM3423,Car,SID1121,7000,5,4,4,1252,9/6/2021
1790,J.D. Jayakody,792329020,914394884V,4,ES4834,Car,SID1103,7400,5,4,4,1253,9/6/2021
1769,W.A. Rathnayaka,729494949,904774488V,4,PR3535,Car,SID1118,7500,5,5,4,1254,10/6/2021
1779,W.J. Rathnasiri,763949203,673838219V,3,SH2923,Car,SID1105,7100,4,5,4,1255,10/6/2021
1776,L.N. Rodrigo,773833930,837483474V,6,TLR938,Car,SID1105,7500,5,4,5,1256,10/6/2021
1793,R.T. Gajanayaka,119440934,873249816V,4,DPS980,Car,SID1111,7600,4,5,4,1257,11/6/2021
1786,M.A. Jayawardena,725273789,907875758V,2.5,PD8769,Car,SID1105,7200,5,5,5,1258,11/6/2021
1777,S.R. Kasthuriarachchi,118484491,706388391V,3,MD924,Car,SID1123,7300,5,5,4,1259,14/6/2021
1781,L.D. Peiris,779798745,826768532V,5,KB8769,Car,SID1110,7100,4,5,4,1260,14/6/2021
1767,T.M. Jayawardena,707374774,937867861V,3,PTA830,Car,SID1117,7400,5,5,4,1261,14/6/2021
1783,A.M. Fernando,774654656,857865534V,4,SLP987,Car,SID1106,7100,4,4,5,1262,15/6/2021
1782,S.S. Somarathne,110665878,755887945V,3,ALU875,Car,SID1117,7000,5,4,4,1263,15/6/2021
1793,R.T. Gajanayaka,119849372,874218723V,1.5,BHP283,Car,SID1121,7300,4,5,5,1264,16/6/2021
1773,C.A. Wanigasinghe,313748484,758989802V,3,PXG384,Car,SID1109,7400,4,5,5,1265,16/6/2021
1787,P.D. Peiris,726738794,921273870V,0.8,GDA82,Car,SID1101,7500,4,5,4,1266,16/6/2021
1792,S.P. De Silva,757312989,962498416V,4,AL3498,Car,SID1118,7300,5,4,5,1267,17/6/2021
1771,P.N. De Silva,773737335,787287362V,3,BL8392,Car,SID1102,7000,5,4,5,1268,17/6/2021
1766,A.L. Perera,763838383,806576578V,2,KD9372,Car,SID1114,7400,5,5,4,1269,17/6/2021
1790,J.D. Jayakody,792329020,914394884V,6,ES4834,Car,SID1122,7100,4,5,5,1270,18/6/2021
1794,A.B. Miranda,116876895,978798443V,3,ADC876,Car,SID1105,7000,5,4,4,1271,18/6/2021
1778,G.M. Perera,773940272,893738389V,2,SP3892,Car,SID1116,7500,4,5,4,1272,21/6/2021
1776,L.N. Rodrigo,773833930,837483474V,5,TLR938,Car,SID1118,7200,4,5,4,1273,21/6/2021
1791,J.W. Fernando,773294891,934248489V,4,DSP324,Car,SID1102,7400,4,5,4,1274,21/6/2021
1772,W.L. Fernando,728383849,828798793V,1.5,SK3902,Car,SID1106,7000,5,4,4,1275,22/6/2021
1777,S.R. Kasthuriarachchi,118484491,706388391V,5,MD924,Car,SID1107,7500,5,4,5,1276,22/6/2021
1786,M.A. Jayawardena,725273789,907875758V,2.5,PD8769,Car,SID1105,7100,4,5,4,1277,23/6/2021
1793,R.T. Gajanayaka,119440934,873249816V,3,DPS980,Car,SID1120,7300,5,4,4,1278,23/6/2021
1783,A.M. Fernando,774654656,857865534V,1,SLP987,Car,SID1111,7400,5,5,4,1279,23/6/2021
1782,S.S. Somarathne,110665878,755887945V,2,ALU875,Car,SID1123,7300,4,5,5,1280,24/6/2021
1769,W.A. Rathnayaka,729494949,904774488V,4,PR3535,Car,SID1117,7200,5,5,4,1281,24/6/2021
1767,T.M. Jayawardena,707374774,937867861V,3,PTA830,Car,SID1108,7200,5,4,4,1282,25/6/2021
1788,J.A. Perera,771892938,681298127V,3,ALP1289,Car,SID1112,7500,4,5,5,1283,25/6/2021
1771,P.N. De Silva,773737335,787287362V,3,BL8392,Car,SID1116,7100,4,5,5,1284,25/6/2021
1785,M.J. Padmasiri,729191108,679819183V,5,SDP612,Car,SID1115,10500,2,2,3,1045,4/3/2021
1792,S.P. De Silva,757312989,962498416V,5,AL3498,Car,SID1104,7000,5,4,4,1285,28/6/2021
1786,M.A. Jayawardena,725273789,907875758V,4,PD8769,Car,SID1110,7300,5,4,4,1286,28/6/2021
1765,S.D. Weerarathne,785587847,673710286V,2.5,BGA124,Car,SID1119,7100,4,5,5,1287,29/6/2021
1778,G.M. Perera,773940272,893738389V,5,SP3892,Car,SID1104,7000,5,4,4,1288,29/6/2021
1794,A.B. Miranda,762812917,852398171V,5,HAP239,Car,SID1109,7100,4,5,5,1289,29/6/2021
1766,A.L. Perera,763838383,806576578V,3,KD9372,Car,SID1113,7400,4,5,5,1290,30/6/2021
1779,W.J. Rathnasiri,763949203,673838219V,3,SH2923,Car,SID1105,7000,5,5,4,1291,30/6/2021
1773,C.A. Wanigasinghe,313748484,758989802V,6.4,PXG384,Car,SID1122,7200,4,4,5,1292,1/7/2021
1790,J.D. Jayakody,792329020,914394884V,2,ES4834,Car,SID1103,7000,4,4,4,1293,1/7/2021
1783,A.M. Fernando,774654656,857865534V,3,SLP987,Car,SID1111,7500,5,5,4,1294,1/7/2021
1787,P.D. Peiris,726738794,921273870V,4,GDA82,Car,SID1109,7100,4,4,5,1295,2/7/2021
1793,R.T. Gajanayaka,119440934,873249816V,7,DPS980,Car,SID1123,7300,5,5,4,1296,2/7/2021
1791,J.W. Fernando,773294891,934248489V,4,DSP324,Car,SID1123,7200,4,5,5,1297,5/7/2021
1794,A.B. Miranda,116876895,978798443V,1,ADC876,Car,SID1115,7300,5,4,4,1298,5/7/2021
1766,A.L. Perera,763838383,806576578V,5,KD9372,Car,SID1108,7100,4,5,4,1299,5/7/2021
1772,W.L. Fernando,728383849,828798793V,1.5,SK3902,Car,SID1106,7500,5,4,4,1300,6/7/2021
1774,D.H. Siriwardena,113784802,929872764V,6,RMO39,Car,SID1110,7200,4,5,5,1301,6/7/2021
1795,D.L. Apuhamy,772928190,958282018V,5,AGB279,Car,SID1120,15000,1,1,1,1302,7/7/2021
1786,M.A. Jayawardena,725273789,907875758V,2,PD8769,Car,SID1105,7500,5,4,4,1303,7/7/2021
1781,L.D. Peiris,779798745,826768532V,1,KB8769,Car,SID1122,7300,4,5,5,1304,7/7/2021
1792,S.P. De Silva,757312989,962498416V,2,AL3498,Car,SID1112,7400,5,5,4,1305,8/7/2021
1773,C.A. Wanigasinghe,313748484,758989802V,6,PXG384,Car,SID1105,7000,4,5,4,1306,8/7/2021
1769,W.A. Rathnayaka,729494949,904774488V,2,PR3535,Car,SID1123,7300,4,4,5,1307,9/7/2021
1788,J.A. Perera,771892938,681298127V,4.5,ALP128,Car,SID1118,7100,5,4,4,1308,9/7/2021
1766,A.L. Perera,763838383,806576578V,3,KD9372,Car,SID1122,7300,5,5,5,1309,9/7/2021
1782,S.S. Somarathne,110665878,755887945V,3,ALU875,Car,SID1104,7000,5,5,4,1310,12/7/2021
1779,W.J. Rathnasiri,763949203,673838219V,3,SH2923,Car,SID1105,7500,4,5,4,1311,12/7/2021
1783,A.M. Fernando,774654656,857865534V,6,SLP987,Car,SID1102,7200,4,5,4,1312,12/7/2021
1794,A.B. Miranda,762812917,852398171V,5,HAP239,Car,SID1119,7600,5,4,5,1313,12/7/2021
1771,P.N. De Silva,773737335,787287362V,3,BL8392,Car,SID1120,7400,5,4,4,1314,13/7/2021
1772,W.L. Fernando,728383849,828798793V,1.5,SK3902,Car,SID1106,7000,4,4,5,1315,13/7/2021
1791,J.W. Fernando,773294891,934248489V,5,DSP324,Car,SID1102,7400,5,5,4,1316,13/7/2021
1790,J.D. Jayakody,792329020,914394884V,1,ES4834,Car,SID1114,7200,5,5,5,1317,14/7/2021
1765,S.D. Weerarathne,785587847,673710286V,3,BGA124,Car,SID1111,7500,4,5,5,1318,14/7/2021
1787,P.D. Peiris,726738794,921273870V,4,GDA82,Car,SID1109,7400,5,4,4,1319,15/7/2021
1776,L.N. Rodrigo,773833930,837483474V,5,TLR938,Car,SID1122,7300,5,5,4,1320,15/7/2021
1793,R.T. Gajanayaka,119440934,873249816V,4,DPS980,Car,SID1121,7000,4,4,5,1321,15/7/2021
1777,S.R. Kasthuriarachchi,118484491,706388391V,2,MD924,Car,SID1103,7200,5,5,4,1322,16/7/2021
1786,M.A. Jayawardena,725273789,907875758V,2.5,PD8769,Car,SID1105,7000,5,4,5,1323,16/7/2021
1792,S.P. De Silva,757312989,962498416V,4,AL3498,Car,SID1122,7300,4,5,4,1324,19/7/2021
1766,A.L. Perera,763838383,806576578V,1,KD9372,Car,SID1110,7100,5,4,4,1325,19/7/2021
1769,W.A. Rathnayaka,729494949,904774488V,4,PR3535,Car,SID1106,7000,4,4,5,1326,19/7/2021
1788,J.A. Perera,771892938,681298127V,5,ALP1289,Car,SID1111,7400,5,4,4,1327,20/7/2021
1770,T.S. Peiris,318484848,583899874V,5,SM3423,Car,SID1108,7200,5,5,4,1328,20/7/2021
1782,S.S. Somarathne,110665878,755887945V,6,ALU875,Car,SID1108,7100,4,5,4,1329,21/7/2021
1771,P.N. De Silva,773737335,787287362V,3,BL8392,Car,SID1116,7100,4,5,5,1330,21/7/2021
1794,A.B. Miranda,762812917,852398171V,3,HAP239,Car,SID1112,7400,5,4,5,1331,21/7/2021
1779,W.J. Rathnasiri,763949203,673838219V,4,SH2923,Car,SID1120,7300,4,5,4,1332,22/7/2021
1793,R.T. Gajanayaka,119849372,874218723V,5,BHP283,Car,SID1101,7500,5,4,4,1333,22/7/2021
1772,W.L. Fernando,728383849,828798793V,1.5,SK3902,Car,SID1106,7400,5,4,4,1334,23/7/2021
1783,A.M. Fernando,774654656,857865534V,6,SLP987,Car,SID1122,7200,4,4,5,1335,23/7/2021
1774,D.H. Siriwardena,113784802,929872764V,6,RMO39,Car,SID1110,7300,5,4,5,1336,23/7/2021
1767,T.M. Jayawardena,707374774,937867861V,1,PTA830,Car,SID1113,7000,4,5,4,1337,23/7/2021
1787,P.D. Peiris,726738794,921273870V,3,GDA82,Car,SID1109,7100,5,4,5,1338,26/7/2021
1786,M.A. Jayawardena,725273789,907875758V,2.5,PD8769,Car,SID1105,7200,5,4,5,1339,26/7/2021
1790,J.D. Jayakody,792329020,914394884V,5,ES4834,Car,SID1107,7100,5,4,4,1340,26/7/2021
1766,A.L. Perera,763838383,806576578V,4,KD9372,Car,SID1122,7500,4,5,5,1341,27/7/2021
1781,L.D. Peiris,779798745,826768532V,2,KB8769,Car,SID1115,7300,5,4,4,1342,27/7/2021
1769,W.A. Rathnayaka,729494949,904774488V,5,PR3535,Car,SID1102,7200,4,4,5,1343,28/7/2021
1778,G.M. Perera,773940272,893738389V,7,SP3892,Car,SID1123,7300,4,5,5,1344,28/7/2021
1791,J.W. Fernando,773294891,934248489V,5,DSP324,Car,SID1118,7600,5,4,4,1345,28/7/2021
1794,A.B. Miranda,762812917,852398171V,3,HAP239,Car,SID1122,7000,4,5,5,1346,29/7/2021
1765,S.D. Weerarathne,785587847,673710286V,3,BGA124,Car,SID1112,7400,4,5,4,1347,29/7/2021
1792,S.P. De Silva,757312989,962498416V,2,AL3498,Car,SID1110,7100,5,4,5,1348,30/7/2021
1793,R.T. Gajanayaka,119440934,873249816V,6,DPS980,Car,SID1114,7400,4,5,4,1349,30/7/2021
1776,L.N. Rodrigo,773833930,837483474V,4,TLR938,Car,SID1118,7500,4,5,5,1350,30/7/2021
1788,J.A. Perera,771892938,681298127V,4,ALP1289,Car,SID1120,7100,4,4,5,1351,2/8/2021
1779,W.J. Rathnasiri,763949203,673838219V,3,SH2923,Car,SID1105,7600,4,5,5,1352,2/8/2021
1774,D.H. Siriwardena,113784802,929872764V,5,RMO39,Car,SID1106,7200,5,4,4,1353,3/8/2021
1773,C.A. Wanigasinghe,313748484,758989802V,6,PXG384,Car,SID1107,7500,4,5,5,1354,3/8/2021
1785,M.J. Padmasiri,729191108,679819183V,5,SDP612,Car,SID1115,10100,2,3,3,1045,4/3/2021
1766,A.L. Perera,763838383,806576578V,6,KD9372,Car,SID1102,7400,5,5,5,1355,3/8/2021
1777,S.R. Kasthuriarachchi,118484491,706388391V,5,MD924,Car,SID1105,7100,5,4,4,1356,4/8/2021
1786,M.A. Jayawardena,725273789,907875758V,1,PD8769,Car,SID1116,7600,5,4,5,1357,4/8/2021
1772,W.L. Fernando,728383849,828798793V,1.5,SK3902,Car,SID1106,7200,4,4,5,1358,5/8/2021
1770,T.S. Peiris,318484848,583899874V,4,SM3423,Car,SID1103,7400,5,5,4,1359,5/8/2021
1794,A.B. Miranda,116876895,978798443V,2,ADC876,Car,SID1121,7000,4,4,5,1360,5/8/2021
1769,W.A. Rathnayaka,729494949,904774488V,5,PR3535,Car,SID1103,7200,4,4,5,1361,6/8/2021
1788,J.A. Perera,771892938,681298127V,1,ALP128,Car,SID1116,7600,5,4,4,1362,6/8/2021
1778,G.M. Perera,773940272,893738389V,5,SP3892,Car,SID1104,7100,5,5,4,1363,9/8/2021
1793,R.T. Gajanayaka,119849372,874218723V,2,BHP283,Car,SID1122,7200,4,4,4,1364,9/8/2021
1776,L.N. Rodrigo,773833930,837483474V,2,TLR938,Car,SID1112,7200,5,4,4,1365,9/8/2021
1790,J.D. Jayakody,792329020,914394884V,5,ES4834,Car,SID1114,7300,5,4,4,1366,9/8/2021
1782,S.S. Somarathne,110665878,755887945V,3,ALU875,Car,SID1104,7500,5,5,4,1367,10/8/2021
1771,P.N. De Silva,773737335,787287362V,4,BL8392,Car,SID1113,7600,4,4,5,1368,10/8/2021
1791,J.W. Fernando,773294891,934248489V,1.5,DSP324,Car,SID1102,7400,5,5,4,1369,10/8/2021
1783,A.M. Fernando,774654656,857865534V,2,SLP987,Car,SID1114,7100,4,5,4,1370,11/8/2021
1777,S.R. Kasthuriarachchi,118484491,706388391V,6,MD924,Car,SID1122,7200,4,5,4,1371,11/8/2021
1765,S.D. Weerarathne,785587847,673710286V,4,BGA124,Car,SID1110,7100,5,4,5,1372,12/8/2021
1787,P.D. Peiris,726738794,921273870V,2,GDA82,Car,SID1123,7300,4,5,4,1373,12/8/2021
1774,D.H. Siriwardena,113784802,929872764V,6,RMO39,Car,SID1110,7000,5,5,5,1374,12/8/2021
1772,W.L. Fernando,728383849,828798793V,1.5,SK3902,Car,SID1106,7100,5,4,5,1375,12/8/2021
1775,T.L. Jayarathne,768383393,678798771V,5,AP9840,Car,SID1111,14000,1,1,1,1376,13/8/2012
1769,W.A. Rathnayaka,729494949,904774488V,4,PR3535,Car,SID1107,7500,4,5,4,1377,13/8/2012
1794,A.B. Miranda,762812917,852398171V,7,HAP239,Car,SID1102,7200,5,4,5,1378,13/8/2012
1773,C.A. Wanigasinghe,313748484,758989802V,2,PXG384,Car,SID1118,7000,5,4,5,1379,16/8/2021
1786,M.A. Jayawardena,725273789,907875758V,3,PD8769,Car,SID1105,7300,4,5,4,1380,16/8/2021
1778,G.M. Perera,773940272,893738389V,4,SP3892,Car,SID1107,7200,5,4,4,1381,17/8/2021
1779,W.J. Rathnasiri,763949203,673838219V,3,SH2923,Car,SID1105,7500,4,5,4,1382,17/8/2021
1791,J.W. Fernando,773294891,934248489V,5,DSP324,Car,SID1106,7400,5,4,5,1383,17/8/2021
1781,L.D. Peiris,779798745,826768532V,5,KB8769,Car,SID1110,7100,5,4,4,1384,18/8/2021
1792,S.P. De Silva,757312989,962498416V,2,AL3498,Car,SID1103,7000,4,5,5,1385,18/8/2021
1788,J.A. Perera,771892938,681298127V,4,ALP1289,Car,SID1117,7400,4,5,4,1386,18/8/2021
1770,T.S. Peiris,318484848,583899874V,1,SM3423,Car,SID1102,7500,5,4,4,1387,18/8/2021
1785,M.J. Padmasiri,729191108,679819183V,5,SDP612,Car,SID1115,10400,2,3,3,1045,4/3/2021
1771,P.N. De Silva,773737335,787287362V,3,BL8392,Car,SID1116,7500,4,4,5,1388,19/8/2021
1766,A.L. Perera,763838383,806576578V,5,KD9372,Car,SID1121,7300,4,4,5,1389,19/8/2021
1795,D.L. Apuhamy,772928190,958282018V,5,AGB279,Car,SID1120,14400,1,1,1,1390,20/8/2021
1790,D.M. Jayawardena,763823109,783837`21V,5,KJS2349,Car,SID1118,7100,4,5,5,1391,20/8/2021
1793,R.T. Gajanayaka,119849372,874218723V,3,BHP283,Car,SID1106,7600,5,5,4,1392,20/8/2021
1794,A.B. Miranda,116876895,978798443V,2,ADC876,Car,SID1118,7300,4,4,5,1393,23/8/2021
1786,M.A. Jayawardena,725273789,907875758V,5,PD8769,Car,SID1105,7200,5,4,4,1394,23/8/2021
1787,P.D. Peiris,726738794,921273870V,2,GDA82,Car,SID1109,7500,5,4,5,1395,24/8/2021
1788,J.A. Perera,771892938,681298127V,1,ALP128,Car,SID1111,7100,5,4,4,1396,24/8/2021
1766,A.L. Perera,763838383,806576578V,6,KD9372,Car,SID1118,7200,4,5,4,1397,24/8/2021
1777,S.R. Kasthuriarachchi,118484491,706388391V,4,MD924,Car,SID1105,7500,5,4,4,1398,25/8/2021
1783,A.M. Fernando,774654656,857865534V,2,SLP987,Car,SID1114,7100,5,4,4,1399,25/8/2021
1778,G.M. Perera,773940272,893738389V,5,SP3892,Car,SID1109,7400,4,5,5,1400,26/8/2021
1773,C.A. Wanigasinghe,313748484,758989802V,6,PXG384,Car,SID1107,7500,4,4,5,1401,26/8/2021
1794,A.B. Miranda,762812917,852398171V,2,HAP239,Car,SID1122,7300,5,5,4,1402,26/8/2021
1781,L.D. Peiris,779798745,826768532V,1,KB8769,Car,SID1110,7400,5,5,4,1403,27/8/2021
1793,R.T. Gajanayaka,119440934,873249816V,4,DPS980,Car,SID1116,7300,4,4,5,1404,27/8/2021
1791,J.W. Fernando,773294891,934248489V,5,DSP324,Car,SID1106,7200,4,4,5,1405,30/8/2021
1766,A.L. Perera,763838383,806576578V,3,KD9372,Car,SID1101,7500,5,5,4,1406,30/8/2021
1782,S.S. Somarathne,110665878,755887945V,4,ALU875,Car,SID1117,7100,4,5,4,1407,30/8/2021
1792,S.P. De Silva,757312989,962498416V,2.5,AL3498,Car,SID1103,7600,5,4,5,1408,30/8/2021
1771,P.N. De Silva,773737335,787287362V,4,BL8392,Car,SID1115,7300,4,5,5,1409,31/8/2021
1787,P.D. Peiris,726738794,921273870V,2,GDA82,Car,SID1109,7400,4,4,5,1410,31/8/2021
1772,W.L. Fernando,728383849,828798793V,3,SK3902,Car,SID1113,7100,5,4,4,1411,1/9/2021
1770,T.S. Peiris,318484848,583899874V,5,SM3423,Car,SID1108,7200,5,5,4,1412,1/9/2021
1776,L.N. Rodrigo,773833930,837483474V,4,TLR938,Car,SID1118,7000,4,4,4,1413,1/9/2021
1788,J.A. Perera,771892938,681298127V,6,ALP1289,Car,SID1106,7200,4,5,4,1414,2/9/2021
1767,T.M. Jayawardena,707374774,937867861V,1,PTA830,Car,SID1111,7500,5,4,4,1415,2/9/2021
1774,D.H. Siriwardena,113784802,929872764V,6,RMO39,Car,SID1110,7200,4,4,5,1416,3/9/2021
1777,S.R. Kasthuriarachchi,118484491,706388391V,4,MD924,Car,SID1112,7400,4,5,4,1417,3/9/2021
1790,J.D. Jayakody,792329020,914394884V,4,ES4834,Car,SID1119,7600,5,4,4,1418,6/9/2021
1793,R.T. Gajanayaka,119440934,873249816V,3,DPS980,Car,SID1111,7500,4,5,4,1419,6/9/2021
1769,W.A. Rathnayaka,729494949,904774488V,7,PR3535,Car,SID1102,7500,5,4,5,1420,7/9/2021
1791,J.W. Fernando,773294891,934248489V,5,DSP324,Car,SID1106,7100,4,5,4,1421,7/9/2021
1788,J.A. Perera,771892938,681298127V,3,ALP128,Car,SID1123,7300,5,4,4,1422,7/9/2021
1779,W.J. Rathnasiri,763949203,673838219V,3,SH2923,Car,SID1105,7000,4,5,4,1423,8/9/2021
1794,A.B. Miranda,762812917,852398171V,1,HAP239,Car,SID1114,7200,5,4,5,1424,8/9/2021
1772,W.L. Fernando,728383849,828798793V,1.5,SK3902,Car,SID1106,7500,5,4,4,1425,8/9/2021
1786,M.A. Jayawardena,725273789,907875758V,3,PD8769,Car,SID1105,7100,4,5,5,1426,8/9/2021
1766,A.L. Perera,763838383,806576578V,2,KD9372,Car,SID1110,7100,5,4,4,1427,9/9/2021
1778,G.M. Perera,773940272,893738389V,5,SP3892,Car,SID1117,7500,5,4,5,1428,9/9/2021
1792,S.P. De Silva,757312989,962498416V,4.5,AL3498,Car,SID1122,7400,4,5,4,1429,9/9/2021
1787,P.D. Peiris,726738794,921273870V,1,GDA82,Car,SID1103,7100,5,4,4,1430,10/9/2021
1782,S.S. Somarathne,110665878,755887945V,3,ALU875,Car,SID1107,7500,4,5,5,1431,10/9/2021
1774,D.H. Siriwardena,113784802,929872764V,6,RMO39,Car,SID1110,7200,4,4,5,1432,13/9/2021
1765,S.D. Weerarathne,785587847,673710286V,6,BGA124,Car,SID1120,7300,5,5,4,1433,13/9/2021
1771,P.N. De Silva,773737335,787287362V,2,BL8392,Car,SID1113,7300,4,4,5,1434,13/9/2021
1777,S.R. Kasthuriarachchi,118484491,706388391V,6,MD924,Car,SID1109,7400,5,4,4,1435,14/9/2021
1788,J.A. Perera,771892938,681298127V,4,ALP1289,Car,SID1118,7100,5,5,4,1436,14/9/2021
1794,A.B. Miranda,116876895,978798443V,2,ADC876,Car,SID1121,7600,4,4,5,1437,15/9/2021
1791,J.W. Fernando,773294891,934248489V,5,DSP324,Car,SID1103,7200,5,5,4,1438,15/9/2021
1773,C.A. Wanigasinghe,313748484,758989802V,1,PXG384,Car,SID1118,7600,5,4,4,1439,15/9/2021
1781,L.D. Peiris,779798745,826768532V,6,KB8769,Car,SID1107,7500,4,5,5,1440,15/9/2021
1790,D.M. Jayawardena,763823109,783837`21V,5,KJS2349,Car,SID1118,7000,5,4,4,1441,16/9/2021
1785,M.J. Padmasiri,729191108,679819183V,5,SDP612,Car,SID1115,10200,2,3,2,1045,4/3/2021
1772,W.L. Fernando,728383849,828798793V,1.5,SK3902,Car,SID1106,7500,5,4,5,1442,16/9/2021
1793,R.T. Gajanayaka,119440934,873249816V,8,DPS980,Car,SID1105,7200,5,5,4,1443,16/9/2021
1787,P.D. Peiris,726738794,921273870V,2,GDA82,Car,SID1109,7600,4,5,4,1444,17/9/2021
1770,T.S. Peiris,318484848,583899874V,3,SM3423,Car,SID1117,7100,5,4,4,1445,17/9/2021
1788,J.A. Perera,771892938,681298127V,5,ALP128,Car,SID1122,7500,5,4,5,1446,20/9/2021
1771,P.N. De Silva,773737335,787287362V,5,BL8392,Car,SID1116,7300,4,4,5,1447,20/9/2021
1769,W.A. Rathnayaka,729494949,904774488V,6,PR3535,Car,SID1114,7600,4,4,5,1448,20/9/2021
1774,D.H. Siriwardena,113784802,929872764V,6,RMO39,Car,SID1110,7200,4,4,5,1449,21/9/2021
1786,M.A. Jayawardena,725273789,907875758V,4,PD8769,Car,SID1105,7100,5,5,4,1450,21/9/2021
1794,A.B. Miranda,762812917,852398171V,3,HAP239,Car,SID1117,7200,4,4,5,1451,21/9/2021
1772,W.L. Fernando,728383849,828798793V,1.5,SK3902,Car,SID1106,7000,4,4,5,1452,21/9/2021
1790,D.M. Jayawardena,763823109,783837`21V,5,KJS2349,Car,SID1118,7400,5,4,4,1453,22/9/2021
1767,T.M. Jayawardena,707374774,937867861V,2,PTA830,Car,SID1118,7200,5,4,4,1454,22/9/2021
1778,G.M. Perera,773940272,893738389V,6,SP3892,Car,SID1112,7100,4,5,5,1455,22/9/2021
1792,S.P. De Silva,757312989,962498416V,2,AL3498,Car,SID1120,7300,5,4,5,1456,23/9/2021
1787,P.D. Peiris,726738794,921273870V,4,GDA82,Car,SID1101,7500,4,5,4,1457,23/9/2021
1779,W.J. Rathnasiri,763949203,673838219V,3,SH2923,Car,SID1105,7100,4,5,5,1458,23/9/2021
1765,S.D. Weerarathne,785587847,673710286V,3,BGA124,Car,SID1118,7400,5,5,4,1459,23/9/2021
1788,J.A. Perera,771892938,681298127V,5,ALP1289,Car,SID1102,7200,5,4,5,1460,24/9/2021
1776,L.N. Rodrigo,773833930,837483474V,4,TLR938,Car,SID1121,7400,5,5,4,1461,24/9/2021
1783,A.M. Fernando,774654656,857865534V,6,SLP987,Car,SID1110,7100,4,5,5,1462,24/9/2021
1791,J.W. Fernando,773294891,934248489V,3,DSP324,Car,SID1117,7000,5,5,5,1463,24/9/2021
1781,L.D. Peiris,779798745,826768532V,2,KB8769,Car,SID1122,7200,5,4,4,1464,27/9/2021
1773,C.A. Wanigasinghe,313748484,758989802V,6,PXG384,Car,SID1107,7500,5,4,5,1465,27/9/2021
1793,R.T. Gajanayaka,119440934,873249816V,7,DPS980,Car,SID1108,7100,4,5,4,1466,28/9/2021
1794,A.B. Miranda,116876895,978798443V,5,ADC876,Car,SID1103,7400,5,4,5,1467,28/9/2021
1772,W.L. Fernando,728383849,828798793V,4,SK3902,Car,SID1111,7500,4,4,5,1468,28/9/2021
1786,M.A. Jayawardena,725273789,907875758V,2,PD8769,Car,SID1105,7100,5,4,4,1469,29/9/2021
1790,D.M. Jayawardena,763823109,783837`21V,5,KJS2349,Car,SID1118,7000,4,5,5,1470,29/9/2021
1778,G.M. Perera,773940272,893738389V,3,SP3892,Car,SID1102,7400,5,4,4,1471,29/9/2021
1774,D.H. Siriwardena,113784802,929872764V,6,RMO39,Car,SID1110,7000,5,4,4,1472,29/9/2021
1782,S.S. Somarathne,110665878,755887945V,3,ALU875,Car,SID1104,7400,4,5,5,1473,30/9/2021
1785,M.J. Padmasiri,729191108,679819183V,5,SDP612,Car,SID1115,10300,2,3,2,1045,4/3/2021
1771,P.N. De Silva,773737335,787287362V,6,BL8392,Car,SID1118,7100,4,5,5,1474,30/9/2021
1777,S.R. Kasthuriarachchi,118484491,706388391V,4,MD924,Car,SID1121,7500,5,4,4,1475,30/9/2021
1770,T.S. Peiris,318484848,583899874V,2,SM3423,Car,SID1102,7200,4,5,4,1476,30/9/2021
1787,P.D. Peiris,726738794,921273870V,6,GDA82,Car,SID1117,7500,5,4,5,1477,30/9/2021
1791,J.W. Fernando,773294891,934248489V,5,DSP324,Car,SID1106,7400,5,5,4,1478,1/10/2021
1793,R.T. Gajanayaka,119849372,874218723V,4,BHP283,Car,SID1103,7200,5,4,5,1479,1/10/2021
1786,M.A. Jayawardena,725273789,907875758V,2,PD8769,Car,SID1105,7400,4,5,4,1480,1/10/2021
1792,S.P. De Silva,757312989,962498416V,5,AL3498,Car,SID1114,7000,5,4,5,1481,4/10/2021
1788,J.A. Perera,771892938,681298127V,2,ALP1289,Car,SID1108,7300,5,4,4,1482,4/10/2021
1781,L.D. Peiris,779798745,826768532V,6,KB8769,Car,SID1122,7100,4,5,4,1483,4/10/2021
1782,S.S. Somarathne,110665878,755887945V,3,ALU875,Car,SID1101,7500,5,4,4,1484,4/10/2021
1774,D.H. Siriwardena,113784802,929872764V,6,RMO39,Car,SID1110,7200,5,4,5,1485,4/10/2021
1787,P.D. Peiris,726738794,921273870V,2,GDA82,Car,SID1109,7300,4,5,4,1486,5/10/2021
1765,S.D. Weerarathne,785587847,673710286V,4,BGA124,Car,SID1122,7100,5,4,5,1487,5/10/2021
1794,A.B. Miranda,116876895,978798443V,5,ADC876,Car,SID1124,7500,4,5,4,1488,5/10/2021
1776,L.N. Rodrigo,773833930,837483474V,3,TLR938,Car,SID1102,7200,5,5,4,1489,6/10/2021
1772,W.L. Fernando,728383849,828798793V,1.5,SK3902,Car,SID1106,7000,4,4,5,1490,6/10/2021
1778,G.M. Perera,773940272,893738389V,6,SP3892,Car,SID1111,7500,5,4,5,1491,6/10/2021
1777,S.R. Kasthuriarachchi,118484491,706388391V,5,MD924,Car,SID1109,7400,4,5,5,1492,6/10/2021
1779,W.J. Rathnasiri,763949203,673838219V,3,SH2923,Car,SID1105,7300,5,5,4,1493,6/10/2021
1785,M.J. Padmasiri,729191108,679819183V,5,SDP612,Car,SID1115,10500,3,1,2,1045,4/3/2021
1782,S.S. Somarathne,110665878,755887945V,5,ALU875,Car,SID1104,7300,4,5,5,1494,7/10/2021
1771,P.N. De Silva,773737335,787287362V,4,BL8392,Car,SID1121,7000,5,4,4,1495,7/10/2021
1790,J.D. Jayakody,792329020,914394884V,2,ES4834,Car,SID1116,7600,4,5,4,1496,7/10/2021
1793,R.T. Gajanayaka,119849372,874218723V,1,BHP283,Car,SID1101,7500,5,5,5,1497,8/10/2021
1787,P.D. Peiris,726738794,921273870V,5,GDA82,Car,SID1118,7200,4,4,4,1498,8/10/2021
1792,S.P. De Silva,757312989,962498416V,3,AL3498,Car,SID1122,7600,4,5,5,1499,8/10/2021
1786,M.A. Jayawardena,725273789,907875758V,2,PD8769,Car,SID1115,7300,5,4,4,1500,8/10/2021
1774,D.H. Siriwardena,113784802,929872764V,5,RMO39,Car,SID1112,7400,4,4,5,1501,11/10/2021
1794,A.B. Miranda,116876895,978798443V,2,ADC876,Car,SID1103,7100,5,4,5,1502,11/10/2021
1776,L.N. Rodrigo,773833930,837483474V,1.5,TLR938,Car,SID1113,7100,4,4,5,1503,11/10/2021
1773,C.A. Wanigasinghe,313748484,758989802V,3,PXG384,Car,SID1102,7200,4,5,5,1504,12/10/2021
1772,W.L. Fernando,728383849,828798793V,3,SK3902,Car,SID1102,7300,4,4,4,1505,12/10/2021
1767,T.M. Jayawardena,707374774,937867861V,7,PTA830,Car,SID1114,7200,4,5,5,1506,12/10/2021
1791,J.W. Fernando,773294891,934248489V,3,DSP324,Car,SID1120,7300,5,4,4,1507,12/10/2021
1778,G.M. Perera,773940272,893738389V,5,SP3892,Car,SID1104,7100,5,5,4,1508,13/10/2021
1777,S.R. Kasthuriarachchi,118484491,706388391V,1,MD924,Car,SID1116,7200,5,4,4,1509,13/10/2021
1771,P.N. De Silva,773737335,787287362V,3,BL8392,Car,SID1116,7100,4,5,5,1510,13/10/2021
1782,S.S. Somarathne,110665878,755887945V,3,ALU875,Car,SID1104,7100,4,5,4,1511,14/10/2021
1770,T.S. Peiris,318484848,583899874V,7,SM3423,Car,SID1102,7500,5,4,4,1512,14/10/2021
1783,A.M. Fernando,774654656,857865534V,4,SLP987,Car,SID1110,7100,5,4,4,1513,14/10/2021
1793,R.T. Gajanayaka,119440934,873249816V,2,DPS980,Car,SID1120,7400,4,5,5,1514,14/10/2021
1790,J.D. Jayakody,792329020,914394884V,5,ES4834,Car,SID1115,7300,4,5,4,1515,14/10/2021
1792,S.P. De Silva,757312989,962498416V,4,AL3498,Car,SID1103,7400,5,4,5,1516,15/10/2021
1787,P.D. Peiris,726738794,921273870V,1,GDA82,Car,SID1121,7100,5,4,5,1517,15/10/2021
1772,W.L. Fernando,728383849,828798793V,1.5,SK3902,Car,SID1106,7500,5,4,4,1518,15/10/2021
1786,M.A. Jayawardena,725273789,907875758V,2.5,PD8769,Car,SID1105,7100,4,5,5,1519,15/10/2021
1776,L.N. Rodrigo,773833930,837483474V,4,TLR938,Car,SID1118,7200,4,5,4,1520,18/10/2021
1779,W.J. Rathnasiri,763949203,673838219V,5,SH2923,Car,SID1105,7300,4,4,5,1521,18/10/2021
1767,T.M. Jayawardena,707374774,937867861V,7,PTA830,Car,SID1114,7500,5,4,4,1522,18/10/2021
1765,S.D. Weerarathne,785587847,673710286V,6,BGA124,Car,SID1117,7000,4,4,5,1523,19/10/2021
1774,D.H. Siriwardena,113784802,929872764V,6,RMO39,Car,SID1110,7500,5,4,4,1524,19/10/2021
1777,S.R. Kasthuriarachchi,118484491,706388391V,3,MD924,Car,SID1122,7000,4,5,4,1525,19/10/2021
1794,A.B. Miranda,116876895,978798443V,2,ADC876,Car,SID1111,7500,5,4,5,1526,19/10/2021
1778,G.M. Perera,773940272,893738389V,5,SP3892,Car,SID1104,7000,5,4,4,1527,20/10/2021
1791,J.W. Fernando,773294891,934248489V,3,DSP324,Car,SID1119,7000,4,4,5,1528,20/10/2021
1771,P.N. De Silva,773737335,787287362V,6,BL8392,Car,SID1114,7500,4,5,4,1529,20/10/2021
1782,S.S. Somarathne,110665878,755887945V,3,ALU875,Car,SID1105,7200,5,5,4,1530,20/10/2021
1788,J.A. Perera,771892938,681298127V,4,ALP128,Car,SID1110,7100,4,4,5,1531,20/10/2021
1793,R.T. Gajanayaka,119849372,874218723V,3,BHP283,Car,SID1121,7000,5,5,4,1532,21/10/2021
1783,A.M. Fernando,774654656,857865534V,2,SLP987,Car,SID1112,7400,5,4,4,1533,21/10/2021
1785,M.J. Padmasiri,729191108,679819183V,5,SDP612,Car,SID1115,10100,2,1,3,1045,4/3/2021
1781,L.D. Peiris,779798745,826768532V,4,KB8769,Car,SID1101,7500,4,5,4,1534,21/10/2021
1786,M.A. Jayawardena,725273789,907875758V,2,PD8769,Car,SID1105,7400,4,5,4,1535,22/10/2021
1779,W.J. Rathnasiri,763949203,673838219V,3,SH2923,Car,SID1105,7100,4,4,4,1536,22/10/2021
1787,P.D. Peiris,726738794,921273870V,2,GDA82,Car,SID1109,7300,5,4,5,1537,22/10/2021
1790,D.M. Jayawardena,763823109,783837`21V,5,KJS2349,Car,SID1118,7400,4,5,4,1538,22/10/2021
1776,L.N. Rodrigo,773833930,837483474V,4,TLR938,Car,SID1118,7000,5,5,5,1539,22/10/2021
1770,T.S. Peiris,318484848,583899874V,5,SM3423,Car,SID1108,7200,4,5,4,1540,23/10/2021
1775,T.L. Jayarathne,768383393,678798771V,2,AP9840,Car,SID1113,13000,1,1,1,1541,23/10/2021
1794,A.B. Miranda,116876895,978798443V,4,ADC876,Car,SID1117,7100,4,5,5,1542,23/10/2021
1773,C.A. Wanigasinghe,313748484,758989802V,6,PXG384,Car,SID1107,7500,4,4,5,1543,24/10/2021
1791,J.W. Fernando,773294891,934248489V,5,DSP324,Car,SID1106,7200,5,5,4,1544,24/10/2021
1793,R.T. Gajanayaka,119849372,874218723V,1,BHP283,Car,SID1106,7600,4,5,5,1545,24/10/2021
User/forms.py
View file @ 7c3b73c1
...@@ -59,4 +59,4 @@ class MyForm3(forms.Form): ...@@ -59,4 +59,4 @@ class MyForm3(forms.Form):
#Customer Frequency #Customer Frequency
class MyForm(forms.Form): class MyForm(forms.Form):
customerid = forms.IntegerField(label='Enter Customer ID' ) customerid = forms.IntegerField(label='Customer ID', widget=forms.TextInput(attrs={'class': 'input_field', 'required': True}))
User/views.py
View file @ 7c3b73c1
...@@ -292,7 +292,7 @@ def AdminLogin(request): ...@@ -292,7 +292,7 @@ def AdminLogin(request):
# Customer Data # Customer Data
def Customer_Data(request): def Customer_Data(request):
data = pd.read_csv('Data/CustomerDataset.csv') data = pd.read_csv('Data/CustomerDatasetNew_4.csv')
finalpt = data.head(500) finalpt = data.head(500)
json_records = finalpt.reset_index().to_json(orient='records') json_records = finalpt.reset_index().to_json(orient='records')
arr = [] arr = []
...@@ -305,22 +305,21 @@ def Customer_Frequency(request): ...@@ -305,22 +305,21 @@ def Customer_Frequency(request):
if request.method == 'POST': if request.method == 'POST':
myForm = MyForm(request.POST) myForm = MyForm(request.POST)
if myForm.is_valid(): if myForm.is_valid():
# Loading the data # Loading the data
df = pd.read_csv('Data/CustomerDataset.csv') df = pd.read_csv('Data/CustomerDatasetNew_4.csv')
# Drop the missing data in `df` # Drop the missing data in dataframe
df_data = df.dropna() df_data = df.dropna()
# Convert the date field, InvoiceDate to datetime object # Convert the date field, InvoiceDate to datetime object
df_data.InvoiceDate = pd.to_datetime(df_data.InvoiceDate) df_data.InvoiceDate = pd.to_datetime(df_data.InvoiceDate)
ctm_bhvr_dt = df_data[(df_data.InvoiceDate < pd.Timestamp(2021, 10, 8)) # dataset End date ctm_bhvr_dt = df_data[(df_data.InvoiceDate < pd.Timestamp(2021, 12, 1)) # dataset End date
& (df_data.InvoiceDate >= pd.Timestamp(2021, 2, 12))].reset_index( & (df_data.InvoiceDate >= pd.Timestamp(2021, 5, 1))].reset_index(
drop=True) # dataset start date drop=True) # dataset start date
ctm_next_quarter = df_data[(df_data.InvoiceDate < pd.Timestamp(2022, 4, 8)) # predict date Till ctm_next_quarter = df_data[(df_data.InvoiceDate < pd.Timestamp(2022, 3, 1)) # predict date Till
& (df_data.InvoiceDate >= pd.Timestamp(2021, 10, 8))].reset_index( & (df_data.InvoiceDate >= pd.Timestamp(2021, 12, 1))].reset_index(
drop=True) # dataset End date drop=True) # dataset End date
# Get the distinct customers in the dataframe ctm_bhvr_dt # Get the distinct customers in the dataframe ctm_bhvr_dt
...@@ -330,32 +329,26 @@ def Customer_Frequency(request): ...@@ -330,32 +329,26 @@ def Customer_Frequency(request):
ctm_dt.columns = ['CustomerID'] ctm_dt.columns = ['CustomerID']
# Create a dataframe with CustomerID and customers first purchase # Create a dataframe with CustomerID and customers first purchase
# date in the dataset ctm_next_quarter
ctm_1st_purchase_in_next_quarter = ctm_next_quarter.groupby('CustomerID').InvoiceDate.min().reset_index() ctm_1st_purchase_in_next_quarter = ctm_next_quarter.groupby('CustomerID').InvoiceDate.min().reset_index()
ctm_1st_purchase_in_next_quarter.columns = ['CustomerID', 'MinPurchaseDate'] ctm_1st_purchase_in_next_quarter.columns = ['CustomerID', 'MinPurchaseDate']
# Create a dataframe with CustomerID and customers last purchase # Create a dataframe with CustomerID and customers last purchase
# date in the dataset ctm_bhvr_dt
ctm_last_purchase_bhvr_dt = ctm_bhvr_dt.groupby('CustomerID').InvoiceDate.max().reset_index() ctm_last_purchase_bhvr_dt = ctm_bhvr_dt.groupby('CustomerID').InvoiceDate.max().reset_index()
ctm_last_purchase_bhvr_dt.columns = ['CustomerID', 'MaxPurchaseDate'] ctm_last_purchase_bhvr_dt.columns = ['CustomerID', 'MaxPurchaseDate']
# Merge two dataframes ctm_last_purchase_bhvr_dt and ctm_1st_purchase_in_next_quarter # Merge two dataframes
ctm_purchase_dates = pd.merge(ctm_last_purchase_bhvr_dt, ctm_1st_purchase_in_next_quarter, on='CustomerID', ctm_purchase_dates = pd.merge(ctm_last_purchase_bhvr_dt, ctm_1st_purchase_in_next_quarter, on='CustomerID',
how='left') how='left')
# Get the difference in days from MinPurchaseDate and MaxPurchaseDate for each customer # Get the difference in days from MinPurchaseDate and MaxPurchaseDate for each customer
ctm_purchase_dates['NextPurchaseDay'] = ( ctm_purchase_dates['NextPurchaseDay'] = (
ctm_purchase_dates['MinPurchaseDate'] - ctm_purchase_dates['MaxPurchaseDate']).dt.days ctm_purchase_dates['MinPurchaseDate'] - ctm_purchase_dates['MaxPurchaseDate']).dt.days
# Update the dataframe ctm_dt by merging it with the NextPurchaseDay column of the dataframe ctm_purchase_dates # Update the dataframe ctm_dt by merging it with the NextPurchaseDay column of the dataframe ctm_purchase_dates
ctm_dt = pd.merge(ctm_dt, ctm_purchase_dates[['CustomerID', 'NextPurchaseDay']], on='CustomerID', ctm_dt = pd.merge(ctm_dt, ctm_purchase_dates[['CustomerID', 'NextPurchaseDay']], on='CustomerID',
how='left') how='left')
# Fill all missing values in the dataset ctm_dt with the number 9999
ctm_dt = ctm_dt.fillna("Not Returning") ctm_dt = ctm_dt.fillna('Will not return')
newloaded = ctm_dt.head()
print("-----------------Next Purchase Day-----------------")
# print(newloaded)
# Feature Engineering # Feature Engineering
# Recency # Recency
...@@ -365,18 +358,18 @@ def Customer_Frequency(request): ...@@ -365,18 +358,18 @@ def Customer_Frequency(request):
# Find the recency of each customer in days # Find the recency of each customer in days
ctm_max_purchase['Recency'] = ( ctm_max_purchase['Recency'] = (
ctm_max_purchase['MaxPurchaseDate'].max() - ctm_max_purchase['MaxPurchaseDate']).dt.days ctm_max_purchase['MaxPurchaseDate'].max() - ctm_max_purchase['MaxPurchaseDate']).dt.days
# Find the recency in days # Find the recency in days
ctm_max_purchase['Recency'] = ( ctm_max_purchase['Recency'] = (
ctm_max_purchase['MaxPurchaseDate'].max() - ctm_max_purchase['MaxPurchaseDate']).dt.days ctm_max_purchase['MaxPurchaseDate'].max() - ctm_max_purchase['MaxPurchaseDate']).dt.days
# Merge the dataframes ctm_dt and ctm_max_purchase[['CustomerID', 'Recency']] on the CustomerID column. # Merge the dataframes ctm_dt and ctm_max_purchase[['CustomerID', 'Recency']] on the CustomerID column.
ctm_dt = pd.merge(ctm_dt, ctm_max_purchase[['CustomerID', 'Recency']], on='CustomerID') ctm_dt = pd.merge(ctm_dt, ctm_max_purchase[['CustomerID', 'Recency']], on='CustomerID')
Recency = ctm_dt.head() Recency = ctm_dt.head()
# Frequency # Frequency
# Get service booking counts for each user and create a dataframe with it # Get order counts for each user and create a dataframe with it
ctm_frequency = df_data.groupby('CustomerID').InvoiceDate.count().reset_index() ctm_frequency = df_data.groupby('CustomerID').InvoiceDate.count().reset_index()
ctm_frequency.columns = ['CustomerID', 'Frequency'] ctm_frequency.columns = ['CustomerID', 'Frequency']
...@@ -384,42 +377,49 @@ def Customer_Frequency(request): ...@@ -384,42 +377,49 @@ def Customer_Frequency(request):
ctm_dt = pd.merge(ctm_dt, ctm_frequency, on='CustomerID') ctm_dt = pd.merge(ctm_dt, ctm_frequency, on='CustomerID')
Frequency = ctm_dt.head() Frequency = ctm_dt.head()
print(Frequency) print(Frequency)
# print(ctm_dt) df_data['Revenue'] = df_data.ServicePrice
# Monetary Value/Revenue
# Create a new label, Revenue of each item bought # df_data['Revenue'] = df_data.UnitPrice * df_data.Quantity
# Get the revenue from each customer and sum them.
ctm_revenue = df_data.groupby('CustomerID').Revenue.sum() / df_data.groupby(
# customer value persontage 'CustomerID').InvoiceDate.count()
totalALlcustomervalue = ctm_revenue.sum()
singlecustoemrvalue = ctm_revenue
# print(Frequency)
# ML Section Start
df2 = pd.read_csv('Data/CustomerDataset.csv') pntge = (singlecustoemrvalue / totalALlcustomervalue) * 100
sss = pd.DataFrame(pntge, columns=['persontageImpact'])
xxx = sss.head()
print(xxx)
ctm_dt = pd.merge(ctm_dt, sss, on='CustomerID')
Frequency = ctm_dt.head()
df2 = pd.read_csv('Data/CustomerDatasetNew_4.csv')
ctm_dt = pd.merge(ctm_dt, df2, on='CustomerID') ctm_dt = pd.merge(ctm_dt, df2, on='CustomerID')
# Merge the dataframe ctm_revenue with ctm_dt df0 = pd.read_csv('Data/CustomerDatasetNew_4.csv')
# ctm_dt = pd.merge(ctm_dt, ctm_revenue, on='CustomerID') df0 = df0.groupby('CustomerID')[
# Monetary = ctm_dt.head() 'ServicePrice', 'ServiceQualityRating', 'ResponseTimeRating', 'CustomerServiceRating'].sum()
# print(Monetary) df0 = pd.merge(df0, Frequency, on='CustomerID')
print(df0)
# Building Machine Learning Models x = df0[['ServicePrice', 'ServiceQualityRating', 'ResponseTimeRating', 'CustomerServiceRating']]
y = df0[['Frequency']]
# split dataset for train and test
x_train, x_test, y_train, y_test = train_test_split(x, y, test_size=0.2, random_state=2)
# user LinearRegression
from sklearn.linear_model import LinearRegression
lm = LinearRegression()
lm.fit(x_train, y_train)
# get data of Entered Customer
customerid = myForm.cleaned_data['customerid'] customerid = myForm.cleaned_data['customerid']
dfz = ctm_dt[(ctm_dt["CustomerID"] == customerid) ] dfz = ctm_dt[(ctm_dt["CustomerID"] == customerid)]
Frequency = dfz.head(1) Frequency = dfz.head(1)
print(Frequency) print(Frequency)
df = Frequency df = Frequency
# data = data.to_html()
json_records = df.reset_index().to_json(orient='records') json_records = df.reset_index().to_json(orient='records')
arr = []
arr = json.loads(json_records) arr = json.loads(json_records)
a = 2
form = MyForm() form = MyForm()
context = { 'form': form, 'd': arr} context = {'form': form, 'd': arr}
return render(request, 'Admin/Customer_Frequency.html', context) return render(request, 'Admin/Customer_Frequency.html', context)
else: else:
......
db.sqlite3
View file @ 7c3b73c1
No preview for this file type
templates/Admin/Customer_Data.html
View file @ 7c3b73c1
...@@ -44,10 +44,14 @@ ...@@ -44,10 +44,14 @@
<th> Customer Name </th> <th> Customer Name </th>
<th> Mobile Number</th> <th> Mobile Number</th>
<th> NIC </th> <th> NIC </th>
<th> Distance (km)</th>
<th> Vehicle No</th> <th> Vehicle No</th>
<th> Vehicle Type</th> <th> Vehicle Type</th>
<th> Service ID </th> <th> Service ID </th>
<th> Service Price </th> <th> Service Price </th>
<th> Service Quality Rating</th>
<th> Response Time Rating</th>
<th> Customer Service Rating</th>
<th> Invoice No</th> <th> Invoice No</th>
<th> Invoice Date </th> <th> Invoice Date </th>
...@@ -61,10 +65,15 @@ ...@@ -61,10 +65,15 @@
<td>{{i.CustomerName}}</td> <td>{{i.CustomerName}}</td>
<td>{{i.MobileNumber}}</td> <td>{{i.MobileNumber}}</td>
<td>{{i.NIC}}</td> <td>{{i.NIC}}</td>
<td>{{i.Distance}}</td>
<td>{{i.VehicleNo}}</td> <td>{{i.VehicleNo}}</td>
<td>{{i.VehicleType}}</td> <td>{{i.VehicleType}}</td>
<td>{{i.ServiceID}}</td> <td>{{i.ServiceID}}</td>
<td>{{i.ServicePrice}}</td> <td>{{i.ServicePrice}}</td>
<td>{{i.ServiceQualityRating}}</td>
<td>{{i.ResponseTimeRating}}</td>
<td>{{i.CustomerServiceRating}}</td>
<td>{{i.InvoiceNo}}</td> <td>{{i.InvoiceNo}}</td>
<td>{{i.InvoiceDate}}</td> <td>{{i.InvoiceDate}}</td>
......
templates/Admin/Customer_Frequency.html
View file @ 7c3b73c1
...@@ -2,15 +2,44 @@ ...@@ -2,15 +2,44 @@
{% block content %} {% block content %}
{% load widget_tweaks %} {% load widget_tweaks %}
{%load static%} {%load static%}
<head> <head xmlns="http://www.w3.org/1999/html">
<!-- Font special for pages--> <!-- Font special for pages-->
<link href="https://fonts.googleapis.com/css?family=Open+Sans:300,300i,400,400i,600,600i,700,700i,800,800i" rel="stylesheet"> <link href="https://fonts.googleapis.com/css?family=Open+Sans:300,300i,400,400i,600,600i,700,700i,800,800i" rel="stylesheet">
<!-- Main CSS-->
<link href="{% static "css/main.css" %}"rel="stylesheet" media="all">
<style>
.input_field {
width: 100%;
padding: 12px 20px;
border: 1px solid #ccc;
border-radius: 10px;
}
.table th
{
padding-top: 3px;
vertical-align: initial;
border-top: 0px;
font-weight: bold;
}
.table td
{
vertical-align: initial;
border-top: 0px;
}
<!-- Main CSS--> .card-5 .card-body
{
padding: 52px 85px;
padding-bottom: 0px;
}
<link href="{% static "css/main.css" %}"rel="stylesheet" media="all"> </style>
</head> </head>
<div class=" > <div style="background-color: white;" class=" >
<div class="wrapper wrapper 0"> <div class="wrapper wrapper 0">
<div style="margin-left: 0px;" class="card card-5"> <div style="margin-left: 0px;" class="card card-5">
...@@ -25,70 +54,62 @@ ...@@ -25,70 +54,62 @@
<div class="card-heading"> <div class="card-heading">
<h2 class="title mt-3" style="color: #02111f;"> PREDICT CUSTOMER RETENTION </h2> <h2 class="title mt-3" style="color: #02111f;"> PREDICT CUSTOMER RETENTION </h2>
<h4 CLASS="title mt-3" style="color: #02111f;">BASED ON THE FACTORS AFFECTING FOR CUSTOMER SATISFACTION</h4>
</div> </div>
<div class="card-body"> <div class="card-body">
<form action="/Admin/Customer_Frequency/" method="post"> <form action="/Admin/Customer_Frequency/" method="post">
{% csrf_token %} {% csrf_token %}
<table class="table table-light"> {{form}}
{{form.as_table}}
<div class="container">
</table> <div class="row mt-5 mb-3">
<input type="submit" value="PREDICT" class="btn btn--radius-2" style="background: #02111f;"/> <div class="col text-center">
<input type="submit" value="PREDICT" class="btn w-50" style="background: #02111f; border-radius: 50px;"/>
</div>
</form> <br><div class="text-right"> </div>
<input name="b_print" type="button" class="btn btn-print" onClick="printdiv('div_print');" value=" Print " style="background: #02111f;"> </div>
</div> </form>
<br> <br>
<div class="text-right"></div>
<br>
</div> </div>
</div> </div>
</div> </div>
<div id="myDiv"> <div id="myDiv">
<div id="div_print"> <div id="div_print">
<div class="card card-body printableArea"> <div class="card card-body printableArea">
<div role="alert">
<div role="alert" > <div class="container" style="overflow-x:auto;">
<table class="table table-striped">
<thead>
<div class="container" style="overflow-x:auto;"> <tr>
<th>Customer ID </th>
<table class="table table-striped"> <th>Customer Name </th>
<th>Next Purchase In </th>
<thead> <th>Purchased Frequency </th>
<tr> <th>Impact on Profitability </th>
<th> Customer ID </th> </tr>
<th> Customer Name </th> </thead>
<th> Vehicle Number </th> <tbody>
<th> Vehicle Type </th> {% if d %}
<th> Next Return In </th> {% for i in d %}
<th> Return Frequency </th> <tr>
<td>{{i.CustomerID}} </td>
</tr> <td>{{i.CustomerName}} </td>
</thead> <td>{{i.NextPurchaseDay}} </td>
<tbody> <td>{{i.Frequency}} </td>
{% if d %} <td>{{i.persontageImpact}} % </td>
{% for i in d %} </tr>
<tr> {% endfor %}
<td> {{i.CustomerID}} </td> {% endif %}
<td> {{i.CustomerName}} </td> </tbody>
<td> {{i.VehicleNo}} </td> </table>
<td> {{i.VehicleType}} </td> </div>
<td> {{i.NextPurchaseDay}} </td> </div>
<td>{{i.Frequency}}</td> </div>
</tr> </div>
{% endfor %} </div>
{% endif %}
</tbody>
</table>
</div>
</div>
</div></div></div>
......
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