| churn (target) | numeric | 2 unique values
0 missing | |
| year | numeric | 1 unique values
0 missing | |
| month | numeric | 3 unique values
0 missing | |
| user_account_id | numeric | 66469 unique values
0 missing | |
| user_lifetime | numeric | 2057 unique values
0 missing | |
| user_intake | numeric | 2 unique values
0 missing | |
| user_no_outgoing_activity_in_days | numeric | 100 unique values
0 missing | |
| user_account_balance_last | numeric | 5512 unique values
0 missing | |
| user_spendings | numeric | 5014 unique values
0 missing | |
| user_has_outgoing_calls | numeric | 2 unique values
0 missing | |
| user_has_outgoing_sms | numeric | 2 unique values
0 missing | |
| user_use_gprs | numeric | 2 unique values
0 missing | |
| user_does_reload | numeric | 2 unique values
0 missing | |
| reloads_inactive_days | numeric | 99 unique values
0 missing | |
| reloads_count | numeric | 25 unique values
0 missing | |
| reloads_sum | numeric | 1222 unique values
0 missing | |
| calls_outgoing_count | numeric | 582 unique values
0 missing | |
| calls_outgoing_spendings | numeric | 4241 unique values
0 missing | |
| calls_outgoing_duration | numeric | 10051 unique values
0 missing | |
| calls_outgoing_spendings_max | numeric | 1130 unique values
0 missing | |
| calls_outgoing_duration_max | numeric | 2427 unique values
0 missing | |
| calls_outgoing_inactive_days | numeric | 102 unique values
0 missing | |
| calls_outgoing_to_onnet_count | numeric | 66 unique values
0 missing | |
| calls_outgoing_to_onnet_spendings | numeric | 863 unique values
0 missing | |
| calls_outgoing_to_onnet_duration | numeric | 1075 unique values
0 missing | |
| calls_outgoing_to_onnet_inactive_days | numeric | 102 unique values
0 missing | |
| calls_outgoing_to_offnet_count | numeric | 367 unique values
0 missing | |
| calls_outgoing_to_offnet_spendings | numeric | 3121 unique values
0 missing | |
| calls_outgoing_to_offnet_duration | numeric | 7967 unique values
0 missing | |
| calls_outgoing_to_offnet_inactive_days | numeric | 102 unique values
0 missing | |
| calls_outgoing_to_abroad_count | numeric | 160 unique values
0 missing | |
| calls_outgoing_to_abroad_spendings | numeric | 1208 unique values
0 missing | |
| calls_outgoing_to_abroad_duration | numeric | 1837 unique values
0 missing | |
| calls_outgoing_to_abroad_inactive_days | numeric | 102 unique values
0 missing | |
| sms_outgoing_count | numeric | 807 unique values
0 missing | |
| sms_outgoing_spendings | numeric | 2253 unique values
0 missing | |
| sms_outgoing_spendings_max | numeric | 22 unique values
0 missing | |
| sms_outgoing_inactive_days | numeric | 101 unique values
0 missing | |
| sms_outgoing_to_onnet_count | numeric | 209 unique values
0 missing | |
| sms_outgoing_to_onnet_spendings | numeric | 202 unique values
0 missing | |
| sms_outgoing_to_onnet_inactive_days | numeric | 101 unique values
0 missing | |
| sms_outgoing_to_offnet_count | numeric | 645 unique values
0 missing | |
| sms_outgoing_to_offnet_spendings | numeric | 700 unique values
0 missing | |
| sms_outgoing_to_offnet_inactive_days | numeric | 101 unique values
0 missing | |
| sms_outgoing_to_abroad_count | numeric | 149 unique values
0 missing | |
| sms_outgoing_to_abroad_spendings | numeric | 237 unique values
0 missing | |
| sms_outgoing_to_abroad_inactive_days | numeric | 101 unique values
0 missing | |
| sms_incoming_count | numeric | 191 unique values
0 missing | |
| sms_incoming_spendings | numeric | 161 unique values
0 missing | |
| sms_incoming_from_abroad_count | numeric | 71 unique values
0 missing | |
| sms_incoming_from_abroad_spendings | numeric | 18 unique values
0 missing | |
| gprs_session_count | numeric | 558 unique values
0 missing | |
| gprs_usage | numeric | 1526 unique values
0 missing | |
| gprs_spendings | numeric | 514 unique values
0 missing | |
| gprs_inactive_days | numeric | 101 unique values
0 missing | |
| last_100_reloads_count | numeric | 105 unique values
0 missing | |
| last_100_reloads_sum | numeric | 3570 unique values
0 missing | |
| last_100_calls_outgoing_duration | numeric | 18236 unique values
0 missing | |
| last_100_calls_outgoing_to_onnet_duration | numeric | 1707 unique values
0 missing | |
| last_100_calls_outgoing_to_offnet_duration | numeric | 14743 unique values
0 missing | |
| last_100_calls_outgoing_to_abroad_duration | numeric | 2915 unique values
0 missing | |
| last_100_sms_outgoing_count | numeric | 1611 unique values
0 missing | |
| last_100_sms_outgoing_to_onnet_count | numeric | 401 unique values
0 missing | |
| last_100_sms_outgoing_to_offnet_count | numeric | 1243 unique values
0 missing | |
| last_100_sms_outgoing_to_abroad_count | numeric | 244 unique values
0 missing | |
| last_100_gprs_usage | numeric | 2630 unique values
0 missing | |