msno
stringlengths 44
44
| is_churn
int64 0
1
| playtime_per_day
float64 0.03
406k
| city
int64 1
22
| bd
int64 -3,152
1.82k
| gender
int64 -1
1
| registered_via
int64 3
13
| registration_init_time
int64 2k
2.02k
| payment_method_id
int64 3
41
| payment_plan_days
int64 1
450
| plan_list_price
int64 0
2k
| actual_amount_paid
int64 0
2k
| is_auto_renew
int64 0
1
| transaction_date
int64 2.02k
2.02k
| membership_expire_date
int64 2.02k
2.02k
| is_cancel
int64 0
1
|
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
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| 0 | 11,109.741 | 1 | 0 | -1 | 7 | 2,011 | 41 | 30 | 99 | 99 | 1 | 2,017 | 2,017 | 0 |
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| 0 | 17,884.378 | 5 | 23 | 0 | 7 | 2,011 | 39 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 0 |
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| 0 | 24,448.962 | 1 | 0 | -1 | 4 | 2,016 | 36 | 30 | 180 | 180 | 1 | 2,017 | 2,017 | 0 |
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| 0 | 1,009.055 | 6 | 32 | 0 | 9 | 2,007 | 36 | 30 | 180 | 180 | 1 | 2,017 | 2,017 | 0 |
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| 0 | 2,418.096 | 5 | 30 | 1 | 3 | 2,015 | 37 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 0 |
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| 0 | 1,082 | 1 | 0 | -1 | 7 | 2,015 | 41 | 30 | 99 | 99 | 1 | 2,017 | 2,017 | 0 |
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| 0 | 3,582.631 | 6 | 28 | 1 | 3 | 2,015 | 36 | 30 | 180 | 180 | 0 | 2,017 | 2,017 | 0 |
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| 0 | 21,642.851 | 1 | 0 | -1 | 7 | 2,015 | 41 | 30 | 99 | 99 | 1 | 2,017 | 2,017 | 0 |
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| 0 | 9,888.061 | 1 | 0 | -1 | 7 | 2,012 | 41 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 0 |
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| 0 | 14,012.642667 | 1 | 0 | -1 | 7 | 2,013 | 36 | 30 | 180 | 180 | 1 | 2,017 | 2,017 | 0 |
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| 0 | 1,634.878 | 5 | 19 | -1 | 9 | 2,015 | 38 | 30 | 149 | 149 | 0 | 2,017 | 2,017 | 0 |
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| 0 | 10,503.1994 | 1 | 0 | -1 | 7 | 2,016 | 41 | 30 | 99 | 99 | 1 | 2,017 | 2,017 | 0 |
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| 0 | 951.5805 | 1 | 0 | -1 | 7 | 2,017 | 41 | 30 | 100 | 100 | 1 | 2,017 | 2,017 | 0 |
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| 1 | 2,848.787 | 22 | 47 | -1 | 9 | 2,016 | 32 | 180 | 536 | 536 | 0 | 2,017 | 2,017 | 0 |
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| 0 | 1,274.872 | 8 | 31 | 1 | 3 | 2,012 | 39 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 0 |
4xUlG6e7HDlEUum2j828fBh7fLfn+9YYS0vZBWbbPAE=
| 0 | 546.272 | 22 | 21 | 1 | 9 | 2,015 | 37 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 0 |
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| 0 | 5,407.18125 | 14 | 36 | 0 | 9 | 2,006 | 33 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 0 |
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| 1 | 801.252 | 1 | 0 | -1 | 7 | 2,014 | 38 | 90 | 477 | 477 | 0 | 2,017 | 2,017 | 0 |
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| 0 | 11,935.8365 | 15 | 29 | 1 | 9 | 2,011 | 36 | 30 | 180 | 180 | 1 | 2,017 | 2,017 | 0 |
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| 0 | 2,228.216 | 1 | 0 | -1 | 7 | 2,015 | 41 | 30 | 99 | 99 | 1 | 2,017 | 2,017 | 0 |
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| 0 | 12,866.236 | 11 | 23 | 0 | 3 | 2,015 | 36 | 30 | 180 | 180 | 1 | 2,017 | 2,017 | 0 |
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| 0 | 4,210.331 | 9 | 24 | 1 | 9 | 2,007 | 38 | 30 | 149 | 149 | 0 | 2,017 | 2,017 | 0 |
PcQ0ArV13ltmYEunQDxMz942G9Y489+4NQ5kRKCyqLE=
| 1 | 5,977.2895 | 5 | 0 | -1 | 9 | 2,015 | 32 | 410 | 1,788 | 1,788 | 0 | 2,017 | 2,018 | 0 |
RI8jv/d4c6is6PgcwXyjB/LER3SeTqkINS+jjIREhmA=
| 0 | 14,504.82 | 1 | 0 | -1 | 7 | 2,015 | 41 | 30 | 100 | 100 | 1 | 2,017 | 2,017 | 0 |
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| 0 | 4,510.9865 | 7 | 23 | 0 | 9 | 2,014 | 31 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 0 |
T2MZ0BCYM+OefH+rlj6bkbY27wElZfXTKfqWanYFg20=
| 0 | 5,567.245 | 12 | 46 | 1 | 9 | 2,008 | 33 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 0 |
XESqrQPDdGMhNVFefj7I10Yh9H9t1l4KqiAxXtjA7oU=
| 0 | 1,459.521 | 1 | 0 | -1 | 7 | 2,015 | 41 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 0 |
sO0IKQpFLDTIHymfxMRqCsIIzGvDyMOvFeFvNJrFdD0=
| 0 | 23,249.12 | 9 | 19 | 0 | 3 | 2,014 | 40 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 0 |
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| 0 | 1,115.138 | 1 | 0 | -1 | 3 | 2,014 | 38 | 30 | 149 | 149 | 0 | 2,017 | 2,017 | 0 |
SO2KXh4MJGf7TCkKyI4pNW1TCY0QRCyFNjinOcL6LxU=
| 0 | 8,753.294 | 1 | 0 | -1 | 7 | 2,017 | 41 | 30 | 100 | 100 | 1 | 2,017 | 2,017 | 0 |
E6T0CUia5CnITv3pMZcrRdDiUX4amGi4QF1TlleMF3k=
| 0 | 3,320.861 | 1 | 0 | -1 | 7 | 2,015 | 41 | 30 | 99 | 99 | 1 | 2,017 | 2,017 | 0 |
rzS92m3Tpx9St31GBdo6Pu+pkIuWzHkYVWxv0fHPK4w=
| 0 | 8,392.794 | 13 | 55 | 1 | 9 | 2,011 | 34 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 0 |
IaLuARS4up3BB4VUa6j5tEMvHKD6E+UgVmZXtCyD4Zs=
| 0 | 228.201 | 1 | 0 | -1 | 13 | 2,016 | 30 | 30 | 129 | 129 | 1 | 2,017 | 2,017 | 0 |
1J9UsAkqMG8taSCUhXb9Bm2Bnvuk1Las9iloNma5ats=
| 0 | 2,439.688 | 1 | 0 | -1 | 7 | 2,012 | 41 | 30 | 99 | 99 | 1 | 2,017 | 2,017 | 0 |
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| 0 | 11,773.06 | 13 | 36 | 0 | 9 | 2,011 | 39 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 0 |
0ZA3OmO+wpn8t6H5Kzeuk5EcU5/O7K0vemfp8MqPIJw=
| 0 | 17,071.3175 | 1 | 0 | -1 | 7 | 2,016 | 41 | 30 | 99 | 99 | 1 | 2,017 | 2,017 | 0 |
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| 0 | 7,076.906 | 1 | 0 | -1 | 7 | 2,013 | 41 | 30 | 99 | 99 | 1 | 2,017 | 2,017 | 0 |
R5za1DOQ3n8UvAga/MAmZaqIwWzPi6y3YNoqKPeMwzM=
| 0 | 1,237.209 | 5 | 46 | 1 | 9 | 2,008 | 34 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 0 |
HmNIUyeUQHwN84TQKWMmIXlARoNTsDUw1191UygHkmU=
| 0 | 2,255.825 | 13 | 26 | 0 | 3 | 2,012 | 39 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 0 |
hqQs/LtEY4Cxq+5PT2n9b2DamEZnvS43jM22+5jQCa0=
| 0 | 3,741.781 | 4 | 43 | 1 | 4 | 2,016 | 36 | 30 | 180 | 180 | 0 | 2,017 | 2,017 | 0 |
auiyKJ+yn9rg13BHk3wLTdIq3t8COh31cMTDQTZ/va4=
| 0 | 5,669.303 | 1 | 0 | -1 | 7 | 2,010 | 41 | 30 | 99 | 99 | 1 | 2,017 | 2,017 | 0 |
NmuubO1gkbbFx+Q7AHHlesQZRcv65CDJchNxinOl6P0=
| 0 | 2,831.546 | 14 | 36 | -1 | 3 | 2,014 | 36 | 30 | 180 | 180 | 0 | 2,017 | 2,017 | 0 |
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| 0 | 8,529.191333 | 15 | 25 | 0 | 3 | 2,014 | 38 | 30 | 149 | 149 | 0 | 2,017 | 2,017 | 0 |
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| 0 | 12,007.3515 | 1 | 0 | -1 | 7 | 2,015 | 41 | 30 | 99 | 99 | 1 | 2,017 | 2,017 | 0 |
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| 0 | 1,151.378 | 1 | 0 | -1 | 7 | 2,011 | 41 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 0 |
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| 0 | 5,497.33 | 1 | 0 | -1 | 7 | 2,015 | 41 | 30 | 99 | 99 | 1 | 2,017 | 2,017 | 0 |
Hvg79H8EJiCFdkHzmAeHTH/vc9HVkB2Ts735R1xl+GU=
| 0 | 9,758 | 1 | 0 | -1 | 3 | 2,012 | 30 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 0 |
oG7iWJyH+qBT/O5+cNIkyZPzZLUOxmVhoK1tAIeCZbI=
| 0 | 8,327.586 | 6 | 31 | 0 | 9 | 2,005 | 34 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 0 |
1cGcJsa6r7a8OitBdyidtojl4N9CsWS+oag2SGjjuoU=
| 0 | 2,069.149 | 1 | 0 | -1 | 7 | 2,015 | 41 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 0 |
Q1/G3wpHyVXM33Up5MAJcmVYfP3TLD2iN6fqxutlsRQ=
| 0 | 560.419 | 1 | 17 | 0 | 3 | 2,016 | 38 | 30 | 149 | 149 | 0 | 2,017 | 2,017 | 0 |
/OgIycnTL+I5V1myU1gfIG3x3qXqRRfd6hdaRvgkpc4=
| 0 | 8,463.178 | 22 | 22 | 1 | 9 | 2,016 | 39 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 0 |
F5ax5RbO8RvedXX1gR1GLkkgs6z4T1xJ5zkfbbR0NiY=
| 0 | 4,786 | 15 | 23 | 1 | 4 | 2,016 | 40 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 0 |
S5WvpSLVKpqop0FpzlOjfnsaF+tl4abewcnUVTHYJlI=
| 0 | 18,053.538 | 13 | 27 | 1 | 9 | 2,010 | 39 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 0 |
g421frTu4lKZ1tLUgTtgrhi96QCPAVUzytcNnbpjhzU=
| 0 | 294.939 | 5 | 51 | 1 | 9 | 2,007 | 40 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 0 |
sJ/Lps2BwucVwrqASwz4Fl8NWV5Rv6pMdv4poe+b1rQ=
| 1 | 9,151.478 | 1 | 0 | -1 | 9 | 2,015 | 38 | 30 | 149 | 149 | 0 | 2,017 | 2,017 | 0 |
mQnEhoCgkgUhSWiSuN1Czw378c+WwWPeU25OHtQ0YtU=
| 0 | 825.236 | 1 | 21 | 0 | 4 | 2,016 | 36 | 30 | 180 | 180 | 0 | 2,017 | 2,017 | 0 |
N5sLPCBOf3LhgEQgqhYghappA10s7WRfjmjUuGTNA3Y=
| 0 | 5,499.8635 | 13 | 39 | 0 | 9 | 2,007 | 39 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 0 |
cGaYwgBcNo5yFRwhZyx7ayz8E7MIcYlnamFxHG8wodM=
| 0 | 24,731.3905 | 1 | 0 | -1 | 7 | 2,014 | 41 | 30 | 129 | 129 | 1 | 2,017 | 2,017 | 0 |
46FV4VYCPpPYMGpblwNF609nvo+pHSEkVDxbZSZuxok=
| 0 | 5,342.7935 | 1 | 0 | -1 | 7 | 2,011 | 41 | 30 | 99 | 99 | 1 | 2,017 | 2,017 | 0 |
X0aqFOlCVhpP8UaNM20wHuoMt6fe8Lr7+MIlGsTCV/U=
| 0 | 2,089.434 | 14 | 39 | 0 | 9 | 2,006 | 34 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 0 |
7mKFsX02de85NmO9TC6EoVkSEEjQ6a/IxoPHo84pyD8=
| 0 | 2,269.392 | 22 | 6 | 1 | 9 | 2,011 | 39 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 0 |
yR39bAY98KPziANJGxT7Cn0E0wgjfUFfFFYXwylvxlo=
| 0 | 1,951.71125 | 13 | 22 | 0 | 7 | 2,015 | 41 | 30 | 99 | 99 | 1 | 2,017 | 2,017 | 0 |
h1iVY0HTmQwh9+Ht2FcyL1Yy52kGeKOXwr/n5+IG3VM=
| 0 | 737.549 | 22 | 31 | 1 | 3 | 2,016 | 39 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 0 |
jBJGKb1GD93VKicZDf94DNm8Wvw2JFhGWCq0NtQGV2M=
| 0 | 3,259.8 | 15 | 30 | 0 | 3 | 2,013 | 40 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 0 |
5Xbd+AF1JEGCQ5lhHmevD/bXtSoUt3VWB/o6vHY+sxw=
| 0 | 839.865 | 13 | 47 | 0 | 7 | 2,012 | 41 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 0 |
SpdLVWIhFICScaLHhlA3zG/zMKutHm8yiOBrisH57H8=
| 0 | 8,057.643 | 13 | 0 | -1 | 3 | 2,013 | 40 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 0 |
lN1COP0J+cMFMw3XrM2HE0tPN2Ved9JV1ZCsywU1diM=
| 0 | 12,805.029 | 5 | 31 | 1 | 3 | 2,016 | 36 | 30 | 180 | 180 | 1 | 2,017 | 2,017 | 0 |
zQRkWlbjjnIEPN5xDwiqIcAkTIZq2VpUHVCnE6EBVzc=
| 0 | 10,409.762667 | 13 | 19 | 0 | 9 | 2,009 | 36 | 30 | 180 | 180 | 0 | 2,017 | 2,017 | 0 |
MT17nx4N4N2wnjmsuEfZDKWVDQXk+pbqME7VgpsuxB0=
| 0 | 1,676.7685 | 15 | 30 | 0 | 3 | 2,015 | 39 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 0 |
vJhcLW8m81gQzAzlBmWKYMwfTdz/tr6I0FP8UoroFXo=
| 0 | 14,889.07 | 22 | 30 | 0 | 7 | 2,011 | 36 | 30 | 180 | 180 | 1 | 2,017 | 2,017 | 0 |
9msvDwJAsgqx/fe9Od/8R+e8za9MZq+IyYobUM1z7sk=
| 0 | 3,676.766 | 1 | 0 | -1 | 7 | 2,016 | 41 | 30 | 99 | 99 | 1 | 2,017 | 2,017 | 0 |
IxX7HokcK9MI1qcvcxnFtVL7DGLHd5oqUwEHO2MUYu0=
| 0 | 18,324.754 | 15 | 19 | 1 | 3 | 2,012 | 29 | 30 | 180 | 180 | 1 | 2,017 | 2,017 | 0 |
4Sq4K1tunIr6Xo2Zbvub6qQlaNud3ujB0khAXOyI2RY=
| 0 | 11,893.823333 | 4 | 23 | 0 | 3 | 2,015 | 30 | 30 | 100 | 100 | 1 | 2,017 | 2,017 | 0 |
WKw3BrPMq2qZ2odo5zflU+w/4UjQ9/r5utGbSWriaZY=
| 0 | 4,914 | 1 | 0 | -1 | 7 | 2,015 | 41 | 30 | 99 | 99 | 1 | 2,017 | 2,017 | 0 |
0LV3pzMyAv1gf5O0ognMmxvAfGvZXrxGrQ9Gb5nbtlY=
| 0 | 7,365.402 | 1 | 0 | -1 | 7 | 2,013 | 41 | 30 | 99 | 99 | 1 | 2,017 | 2,017 | 0 |
salzlfU751+ZmutXljc7UFxlbXUFw+xf68S1Qt+/0B0=
| 0 | 1,133 | 1 | 0 | -1 | 7 | 2,015 | 41 | 30 | 99 | 99 | 1 | 2,017 | 2,017 | 0 |
AMwQeBMpGi0r89In/WMFTR0D9+G8Hi4YgdAsWvdfcv0=
| 0 | 41,004.55 | 4 | 28 | 0 | 9 | 2,012 | 39 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 0 |
YBux6ZHSFhm0N3ABcAzZbJdQ6EM2Ss5mEjqokqNwptU=
| 0 | 2,315.663 | 14 | 33 | 1 | 9 | 2,006 | 39 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 0 |
EGIEjff8fxAG6v3ZsYW9UnvgzLbtsySGNUAw9nL29zg=
| 0 | 3,406.2615 | 12 | 31 | -1 | 9 | 2,011 | 39 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 0 |
mTk9MGki5NMu8aHoEAy7UZ4nU6WDSLOxlC44QA95qMU=
| 0 | 779.914 | 13 | 39 | 1 | 9 | 2,007 | 40 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 0 |
tUBCtTvHu9juw8V122oPoJlZKo++zb81sRhn3dxHRhI=
| 0 | 7,874.03 | 1 | 0 | -1 | 7 | 2,016 | 41 | 30 | 99 | 99 | 1 | 2,017 | 2,017 | 0 |
DO7mTvPimrnbYw282N8kEfFHjeW/yaGFEtJGl0kHL6o=
| 0 | 26,911.778 | 5 | 24 | 1 | 7 | 2,016 | 41 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 0 |
tRvWUB3QJMIHaC6SHYUES8qz5sueIGmiEVBLNpyta+Y=
| 0 | 8,294.051 | 13 | 20 | 1 | 3 | 2,013 | 37 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 0 |
yZsboVTi0qmQ8qp46Z+miT82V1nsJVP9zg1o3YABsgg=
| 0 | 28,324.329 | 4 | 31 | 1 | 9 | 2,007 | 39 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 0 |
vubmTmtDoovFUnjCakLWePv115KgaUmqPPsA0zb5tco=
| 0 | 4,915.3085 | 13 | 29 | 1 | 9 | 2,006 | 34 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 0 |
xjuQ8L3Cw+ScmedFQPuIAVX3D7BZDSOsf2qG+LR13kU=
| 0 | 7,220.5908 | 11 | 22 | 1 | 3 | 2,013 | 39 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 0 |
0hBA3QrT2yBaRdd8gTtcjuprfAm4rtRN7thrDU049Ow=
| 0 | 5,472.582 | 1 | 0 | -1 | 7 | 2,016 | 41 | 30 | 99 | 99 | 1 | 2,017 | 2,017 | 0 |
l/bSx7b2mjC+onUh/dJ05evXl+E5olLr9Qzx/WTjIEs=
| 0 | 3,046.6795 | 1 | 0 | -1 | 7 | 2,010 | 41 | 30 | 99 | 99 | 1 | 2,017 | 2,017 | 0 |
NBK3VdU/3YMxmCQ1qaXrbm7+uR7/CZTCju5Y+334pYA=
| 0 | 4,463.915 | 4 | 30 | 1 | 3 | 2,015 | 38 | 30 | 149 | 149 | 0 | 2,017 | 2,017 | 0 |
PEQZ98OhpYOF3YkLfrgdAsvrCxQdE0maggFaORI7zBE=
| 0 | 2,478.23 | 1 | 0 | -1 | 7 | 2,016 | 41 | 30 | 99 | 99 | 1 | 2,017 | 2,017 | 0 |
6XBlDV4pJloJ4GcoqstXDQ/dqsjxUvIVC+rGPIaOm5Y=
| 0 | 1,071.448 | 1 | 0 | -1 | 7 | 2,016 | 41 | 30 | 99 | 99 | 1 | 2,017 | 2,017 | 0 |
BBLZnoQhtpAOijfaTG/m5B5pTia9a9zjUwr8YQlvL9w=
| 0 | 3,195.28 | 9 | 50 | 1 | 3 | 2,015 | 39 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 0 |
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