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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| 1 | 4,329.1875 | 12 | 29 | 0 | 9 | 2,013 | 38 | 30 | 149 | 149 | 0 | 2,017 | 2,017 | 0 |
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| 0 | 4,129.529 | 18 | 32 | 0 | 9 | 2,008 | 39 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 0 |
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| 0 | 10,806.06 | 4 | 31 | 1 | 9 | 2,009 | 36 | 30 | 180 | 180 | 1 | 2,017 | 2,017 | 0 |
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0cqz5ye1LorHXi8Ikq1MIBF7Ko4lau9k8uyEuD+MCgQ=
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| 0 | 19,131.206 | 22 | 32 | 0 | 9 | 2,014 | 36 | 30 | 180 | 180 | 0 | 2,017 | 2,017 | 0 |
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| 0 | 15,467.275 | 1 | 0 | -1 | 7 | 2,016 | 41 | 30 | 99 | 99 | 1 | 2,017 | 2,017 | 0 |
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| 0 | 10,045.236 | 1 | 0 | -1 | 7 | 2,016 | 41 | 30 | 129 | 129 | 1 | 2,017 | 2,017 | 0 |
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| 0 | 6,389.29 | 1 | 0 | -1 | 7 | 2,013 | 41 | 30 | 100 | 100 | 1 | 2,017 | 2,017 | 0 |
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| 0 | 28,139.698 | 10 | 26 | 0 | 7 | 2,013 | 41 | 30 | 99 | 99 | 1 | 2,017 | 2,017 | 0 |
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| 0 | 10,135.512 | 1 | 0 | -1 | 7 | 2,015 | 41 | 30 | 99 | 99 | 1 | 2,017 | 2,017 | 0 |
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| 0 | 18,315 | 1 | 0 | -1 | 7 | 2,011 | 41 | 30 | 99 | 99 | 1 | 2,017 | 2,017 | 0 |
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| 1 | 10,052.125 | 11 | 0 | -1 | 9 | 2,015 | 39 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 1 |
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| 0 | 7,146.333 | 13 | 46 | 0 | 9 | 2,012 | 14 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 0 |
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| 0 | 3,441.858 | 1 | 0 | -1 | 7 | 2,015 | 41 | 30 | 99 | 99 | 1 | 2,017 | 2,017 | 0 |
CTtT0OKAn//bsPsgd4YcJhAcd7PIxPDACD8n3+H/DG8=
| 0 | 7,691.353 | 1 | 0 | -1 | 7 | 2,012 | 41 | 30 | 129 | 129 | 1 | 2,017 | 2,017 | 0 |
qOa0UNxm7Yoeq4ZFHRoxHIIYXaUtHKFeqKS2Pqn84xs=
| 0 | 3,906.252 | 1 | 0 | -1 | 7 | 2,013 | 41 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 0 |
QmavuAf+s27jhEKWrRupzA6pwWcnnOXKA5OfQxj722A=
| 1 | 512.961 | 11 | 0 | -1 | 9 | 2,016 | 32 | 410 | 1,788 | 1,788 | 0 | 2,017 | 2,018 | 0 |
aOQt2kaa1NCcBRPxBcdQ7R59iQHGwZ6cKJtKQ+QSXFI=
| 0 | 5,332.621 | 6 | 30 | 0 | 7 | 2,012 | 41 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 0 |
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| 1 | 17,051.55 | 5 | 36 | 1 | 9 | 2,010 | 38 | 195 | 894 | 894 | 0 | 2,017 | 2,017 | 0 |
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| 0 | 23,712.439 | 4 | 36 | 0 | 7 | 2,016 | 41 | 30 | 99 | 99 | 1 | 2,017 | 2,017 | 0 |
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| 1 | 26,934.9475 | 1 | 0 | -1 | 3 | 2,013 | 30 | 30 | 149 | 0 | 1 | 2,017 | 2,017 | 0 |
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| 0 | 5,338.763667 | 15 | 31 | 0 | 9 | 2,008 | 39 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 0 |
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| 0 | 6,160.78 | 5 | 25 | 0 | 9 | 2,015 | 37 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 0 |
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| 0 | 4,355.744 | 4 | 37 | 0 | 9 | 2,010 | 14 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 0 |
rxx9Bi6NRy024fdoXaW1WilH2W6AwB8mcduWd9aApKA=
| 0 | 6,055.9555 | 5 | 30 | 1 | 9 | 2,006 | 39 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 0 |
1D7zJFG0xIrdbSrk0y2ZHZJouXP/sqdjB7hUkX/iUVo=
| 0 | 52,192.963667 | 5 | 29 | 0 | 9 | 2,012 | 37 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 0 |
lYh+VEBAtAga4FsKmT/Ubs/Lyx+zuF7nyWR7to7AeG4=
| 0 | 5,269.492 | 1 | 0 | -1 | 4 | 2,016 | 36 | 30 | 180 | 180 | 1 | 2,017 | 2,017 | 0 |
WuscjCLsfVKU6A9ffoXqmDQpK/+B0Ghwaxy/1x89SEE=
| 0 | 1,412.588 | 5 | 33 | 0 | 3 | 2,012 | 37 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 0 |
cu+IQzamMzLi15RrB93o+GUhRyXnOrr2ST8sql5LRGE=
| 0 | 7,041.309 | 1 | 0 | -1 | 7 | 2,016 | 41 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 0 |
IIvfr9zUxQtK7uMoDjCaZ47u91l8k9QK96TtqFvJR7s=
| 0 | 2,548.354 | 1 | 0 | -1 | 7 | 2,017 | 41 | 30 | 100 | 100 | 1 | 2,017 | 2,017 | 0 |
4s4oBsguMet+DwgfilCinOY2ZC+BQ/mudwsekbkLRsw=
| 0 | 8,784.806667 | 13 | 18 | 1 | 7 | 2,013 | 36 | 30 | 180 | 180 | 1 | 2,017 | 2,017 | 0 |
EcTBeWhE6IdkUs7jJRB6SCY7eYbvnwPA0TQXicjyPgY=
| 0 | 8,577.086 | 1 | 0 | -1 | 7 | 2,013 | 41 | 30 | 99 | 99 | 1 | 2,017 | 2,017 | 0 |
LDXTBDYKfJosS60S1KNrV/mBP+h4NVJHtBV0yhQ60dk=
| 0 | 3,261.5785 | 15 | 0 | -1 | 9 | 2,015 | 38 | 30 | 149 | 149 | 0 | 2,017 | 2,017 | 0 |
iEHFKH23pmQXWnsKthbaPovACS2BCwfhhCoPhuo9dlA=
| 0 | 23,395.925667 | 13 | 27 | 1 | 9 | 2,011 | 36 | 30 | 180 | 180 | 0 | 2,017 | 2,017 | 0 |
h6fy7Xr/4UUSxhlqE71GYWch2XHSZTWSgUpT73vGb/g=
| 0 | 3,853.196 | 13 | 32 | 0 | 7 | 2,010 | 41 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 0 |
pdaFk8lDcPRpnyd6+4K3fYUlSrY86TAowNx4Mlk+lyA=
| 0 | 5,424.091 | 13 | 21 | 0 | 7 | 2,010 | 41 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 1 |
GTlT5yg3I5mLcENquHRvoLFRR6FclGlX1ylXCAiWj4Q=
| 0 | 4,594.638 | 1 | 0 | -1 | 7 | 2,016 | 41 | 30 | 99 | 99 | 1 | 2,017 | 2,017 | 0 |
YieJxgzlcvJA274U5P5mbEOg181k9kAMfE8tc5K305A=
| 0 | 4,664.397 | 9 | 37 | 1 | 3 | 2,012 | 40 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 0 |
I7h4SshBHwoCypp3GcquxW5Ct8+yL39zJa5FJ5SIlWs=
| 0 | 1,256.399 | 4 | 31 | 0 | 9 | 2,007 | 37 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 0 |
O/t/uyhLrTx+l0akExDnOsOmR6fdwxyIBRkz7GqnwTk=
| 0 | 2,683.206 | 1 | 0 | -1 | 7 | 2,016 | 41 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 0 |
01vmGTx/Kj3E+Dh2S+mgGClZNwDAJa8huVkP3mHDPd8=
| 0 | 1,574.44 | 1 | 0 | -1 | 7 | 2,011 | 41 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 0 |
ZTB696Tx09NJjvkEElxVoJuQtLWs3O1tK3Zskk5Aits=
| 0 | 1,744.215 | 13 | 25 | 0 | 7 | 2,013 | 40 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 0 |
zagcUSzPJFKX1nxpEfSX3Dul2CeX8R+mOM3qceKZHc8=
| 1 | 1.463 | 13 | 26 | 0 | 9 | 2,009 | 37 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 0 |
3jQttFAWy6mYse1DCdISBpysDugHdQXPfGyyDhczYiU=
| 0 | 29,272.97 | 1 | 0 | -1 | 7 | 2,016 | 41 | 30 | 99 | 99 | 1 | 2,017 | 2,017 | 0 |
x4tr0CAbpOB/5v5R0xZqYRT5Y5Da8BRSzkGe37ukXZY=
| 0 | 1,079.196 | 1 | 0 | -1 | 7 | 2,014 | 41 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 0 |
4eL2Nv605l+otXKErQw9HpeewiFqxtAIlTOTAnajp+0=
| 0 | 10,018.587 | 1 | 0 | -1 | 7 | 2,011 | 41 | 30 | 99 | 99 | 1 | 2,017 | 2,017 | 0 |
dpwfGLdBMhk+uYAkjxrilOC5mt7Sat3esNRbQJ0r/z8=
| 0 | 16,493.68175 | 13 | 0 | 1 | 9 | 2,012 | 39 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 0 |
alWSWPVWzw8tFt5ec0kQfCNTlLLX/5sOtdbhaJXea18=
| 0 | 24,137.416 | 13 | 23 | 1 | 9 | 2,010 | 36 | 30 | 180 | 180 | 1 | 2,017 | 2,017 | 0 |
cKvtuscpzJOpwZVW8cM9GNV7eDnW6ibnn45bGKTb9gE=
| 0 | 12,646.732 | 21 | 32 | 0 | 4 | 2,016 | 40 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 0 |
2IFQnkbJvIVzyll05gyDMzs4eZkbmbCfRxssD9mQvkU=
| 0 | 1,754.011 | 1 | 0 | -1 | 7 | 2,015 | 41 | 30 | 99 | 99 | 1 | 2,017 | 2,017 | 0 |
4iNo0KQ2BSHNZe8GPhteynxFIXpzkvxDET7sbNSAH7U=
| 0 | 14,408.878 | 1 | 0 | -1 | 9 | 2,016 | 30 | 30 | 100 | 100 | 1 | 2,017 | 2,017 | 0 |
3ZeQESyPkrQv38Ky6wVJ8EPpfl1ap+AXKCHt48plx3o=
| 0 | 2,325.391 | 4 | 42 | 0 | 9 | 2,005 | 34 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 0 |
xsQyhuJgAZA1k9oVPnVPSB/FMRZdjnuQIcvg2TLNmi0=
| 0 | 3,356.534 | 1 | 0 | -1 | 4 | 2,016 | 36 | 30 | 180 | 180 | 0 | 2,017 | 2,017 | 0 |
kyu+eA5Eisd0xqM+5H6ZQXC6bcZCVv9n0uCyKx4ikDI=
| 0 | 10,987.396 | 1 | 0 | -1 | 7 | 2,015 | 41 | 30 | 99 | 99 | 1 | 2,017 | 2,017 | 0 |
Nf4JWeQKKxyM2VPHd7xm7seeqyIt7CZ3BGcCr/0IMAA=
| 0 | 5,373.963 | 13 | 25 | 0 | 9 | 2,014 | 40 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 0 |
9s7zvHQ4ciLWAoJU4ACmRCp+wHfzxffJfUY2EO48+HY=
| 0 | 8,637.03 | 13 | 0 | -1 | 7 | 2,014 | 41 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 0 |
XZ4oNvxezoChI1sAHmSp91U7sZgRo5kba6D/cpVGkPQ=
| 0 | 1,129.521 | 11 | 19 | 1 | 9 | 2,009 | 40 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 0 |
/0CT8SoOKDRpgo38yOlxN1MDhqMutSBpO1x6P5Jblls=
| 0 | 9,897.563 | 4 | 26 | 1 | 4 | 2,016 | 38 | 30 | 149 | 149 | 0 | 2,017 | 2,017 | 0 |
bo5a4HhL74Hy9DnhieTw1Reh/uz6UgzMJuwHZs5Qt1M=
| 0 | 11,990.391 | 1 | 0 | -1 | 7 | 2,016 | 41 | 30 | 99 | 99 | 1 | 2,017 | 2,017 | 0 |
ECkh7wdMK0kH5DH9efaAumUBCZIMtvXP8ylQi9ODWwM=
| 0 | 1,241.525 | 1 | 0 | -1 | 7 | 2,013 | 41 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 0 |
+iCk2CJfe+XQoE5zmuzVtaR5DeahEGavDnkIJowijKw=
| 0 | 4,137.326 | 1 | 0 | -1 | 7 | 2,015 | 41 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 0 |
9MGDfs3F6IOpNsC7thh7EzWB3tyXmAJJL53OFsKGB+U=
| 0 | 514.868 | 1 | 0 | -1 | 7 | 2,016 | 41 | 30 | 99 | 99 | 1 | 2,017 | 2,017 | 0 |
uI5zXwkU/oACnVkNEnnlnMZRzVoIipHcWPXbid9mNZk=
| 0 | 2,272.613 | 13 | 52 | 0 | 9 | 2,012 | 37 | 30 | 149 | 149 | 1 | 2,017 | 2,017 | 0 |
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| 0 | 250.384 | 5 | 29 | 0 | 7 | 2,013 | 36 | 30 | 180 | 180 | 1 | 2,017 | 2,017 | 0 |
EWB11WWkBqLW/x2OSJhWwoL/nSN+viQfNHCwIKdqauQ=
| 1 | 3,192.053 | 1 | 0 | -1 | 7 | 2,011 | 41 | 30 | 129 | 129 | 1 | 2,017 | 2,017 | 0 |
BENqphXI+jYzfNQQ4o5gpanqQ+IKx5eOfOZdPRGqsb0=
| 0 | 3,225.39 | 22 | 30 | 1 | 7 | 2,016 | 41 | 30 | 99 | 99 | 1 | 2,017 | 2,017 | 0 |
Hf+9HAaQgAG5PXYt7ADvJDT9avxAXQFEh3Xsrw0wQ5A=
| 1 | 16,536.853 | 8 | 0 | -1 | 3 | 2,013 | 36 | 30 | 180 | 180 | 0 | 2,017 | 2,017 | 0 |
0XvnyyUeOOs43xWyYC6HRWLvk7hbKWqScW+wfkZ9hb4=
| 0 | 2,025.944 | 1 | 0 | -1 | 7 | 2,013 | 36 | 30 | 180 | 180 | 1 | 2,017 | 2,017 | 0 |
ANWctRe5yLn4HoeDjh/KijJr7pvo1Z6XlLrXu58TWTE=
| 0 | 11,569.7152 | 1 | 0 | -1 | 7 | 2,013 | 41 | 30 | 99 | 99 | 1 | 2,017 | 2,017 | 0 |
TXu/j12IvgZrcmtgYm3fsu3kWGoxOA11RvQu1YFmePk=
| 0 | 9,736.0205 | 1 | 0 | -1 | 9 | 2,014 | 38 | 30 | 149 | 149 | 0 | 2,017 | 2,017 | 0 |
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