user_id string | acquisition_channel string | device_type string | country_tier string | days_since_signup int64 | sessions_30d int64 | avg_session_minutes float64 | key_features_used int64 | trial_days_remaining int64 | pricing_page_views int64 | support_chat_used int64 | email_click_rate_pct float64 | converted int64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
user_000101 | social | tablet | tier_1 | 39 | 50 | 32.1 | 4 | 0 | 7 | 1 | 72.8 | 1 |
user_000102 | paid_search | tablet | tier_1 | 10 | 16 | 59.6 | 11 | 4 | 7 | 0 | 56.1 | 0 |
user_000103 | partner | desktop | tier_2 | 1 | 3 | 66.8 | 16 | 13 | 1 | 0 | 30.3 | 0 |
user_000104 | partner | tablet | tier_2 | 33 | 4 | 52.8 | 10 | 0 | 11 | 1 | 42.9 | 0 |
user_000105 | paid_search | mobile | tier_2 | 22 | 41 | 60.4 | 10 | 0 | 1 | 1 | 45.8 | 0 |
user_000106 | social | mobile | tier_3 | 9 | 46 | 65.3 | 5 | 5 | 8 | 0 | 35.4 | 0 |
user_000107 | partner | tablet | tier_1 | 45 | 46 | 77.6 | 16 | 0 | 5 | 1 | 53 | 1 |
user_000108 | social | tablet | tier_1 | 27 | 10 | 4.3 | 3 | 0 | 11 | 1 | 39.8 | 0 |
user_000109 | paid_search | desktop | tier_3 | 37 | 21 | 55.1 | 15 | 0 | 8 | 0 | 67.7 | 1 |
user_000110 | referral | tablet | tier_3 | 43 | 25 | 8.7 | 13 | 0 | 6 | 0 | 7 | 0 |
user_000111 | paid_search | desktop | tier_2 | 27 | 41 | 89.2 | 4 | 0 | 17 | 0 | 77.6 | 1 |
user_000112 | referral | mobile | tier_3 | 38 | 2 | 89.7 | 10 | 0 | 15 | 0 | 13.3 | 0 |
user_000113 | organic | mobile | tier_1 | 8 | 21 | 67.7 | 14 | 6 | 7 | 0 | 18.7 | 1 |
user_000114 | paid_search | tablet | tier_2 | 35 | 24 | 79.3 | 13 | 0 | 14 | 1 | 63.7 | 1 |
user_000115 | organic | tablet | tier_1 | 17 | 14 | 53.6 | 3 | 0 | 5 | 0 | 2.6 | 0 |
user_000116 | partner | tablet | tier_1 | 15 | 39 | 63.2 | 3 | 0 | 12 | 0 | 78.5 | 1 |
user_000117 | social | desktop | tier_1 | 35 | 53 | 17.2 | 11 | 0 | 2 | 0 | 26.8 | 0 |
user_000118 | referral | desktop | tier_1 | 10 | 36 | 53.7 | 5 | 4 | 0 | 0 | 14.5 | 0 |
user_000119 | partner | desktop | tier_1 | 38 | 46 | 34.6 | 7 | 0 | 1 | 0 | 16.1 | 0 |
user_000120 | referral | desktop | tier_2 | 24 | 34 | 6 | 12 | 0 | 9 | 0 | 22.2 | 0 |
user_000121 | partner | desktop | tier_1 | 8 | 43 | 17 | 7 | 6 | 2 | 0 | 46.2 | 0 |
user_000122 | referral | mobile | tier_3 | 43 | 47 | 11.6 | 15 | 0 | 4 | 1 | 44.6 | 1 |
user_000123 | partner | desktop | tier_1 | 0 | 36 | 76 | 3 | 14 | 13 | 0 | 10.5 | 0 |
user_000124 | partner | tablet | tier_2 | 45 | 19 | 7.3 | 10 | 0 | 0 | 0 | 57.1 | 0 |
user_000125 | social | desktop | tier_1 | 8 | 48 | 13.7 | 4 | 6 | 7 | 1 | 67.9 | 0 |
user_000126 | referral | mobile | tier_2 | 27 | 22 | 22 | 11 | 0 | 11 | 0 | 26.7 | 1 |
user_000127 | referral | tablet | tier_3 | 16 | 14 | 67.3 | 11 | 0 | 20 | 0 | 31.4 | 1 |
user_000128 | partner | mobile | tier_3 | 3 | 29 | 12.2 | 8 | 11 | 3 | 0 | 5.3 | 0 |
user_000129 | referral | tablet | tier_1 | 42 | 50 | 2.6 | 3 | 0 | 14 | 0 | 71.6 | 1 |
user_000130 | organic | desktop | tier_3 | 17 | 43 | 33.7 | 2 | 0 | 1 | 0 | 5.3 | 0 |
user_000131 | partner | mobile | tier_1 | 31 | 5 | 76.2 | 9 | 0 | 19 | 1 | 79.4 | 1 |
user_000132 | organic | mobile | tier_2 | 13 | 40 | 52.1 | 9 | 1 | 18 | 0 | 45 | 1 |
user_000133 | partner | mobile | tier_3 | 16 | 16 | 45.6 | 9 | 0 | 18 | 0 | 46.9 | 0 |
user_000134 | social | desktop | tier_1 | 2 | 47 | 62.6 | 5 | 12 | 13 | 0 | 79.1 | 0 |
user_000135 | organic | mobile | tier_2 | 17 | 28 | 26.4 | 15 | 0 | 2 | 0 | 3.1 | 0 |
user_000136 | referral | desktop | tier_1 | 13 | 43 | 22.5 | 14 | 1 | 7 | 0 | 13.7 | 1 |
user_000137 | referral | desktop | tier_3 | 37 | 14 | 56.7 | 7 | 0 | 18 | 0 | 33.7 | 1 |
user_000138 | referral | tablet | tier_1 | 9 | 22 | 78.9 | 1 | 5 | 19 | 0 | 4.1 | 1 |
user_000139 | partner | mobile | tier_3 | 42 | 41 | 40.3 | 12 | 0 | 8 | 1 | 3.5 | 1 |
user_000140 | partner | mobile | tier_1 | 17 | 6 | 75.7 | 15 | 0 | 12 | 1 | 43.2 | 1 |
user_000141 | social | tablet | tier_2 | 6 | 4 | 57.9 | 7 | 8 | 18 | 0 | 69.1 | 1 |
user_000142 | paid_search | desktop | tier_1 | 41 | 44 | 86.8 | 8 | 0 | 9 | 0 | 62.5 | 1 |
user_000143 | partner | tablet | tier_2 | 1 | 4 | 13.4 | 7 | 13 | 12 | 0 | 46.5 | 0 |
user_000144 | partner | mobile | tier_2 | 41 | 54 | 32.5 | 9 | 0 | 17 | 0 | 37.7 | 0 |
user_000145 | partner | mobile | tier_3 | 34 | 19 | 22.1 | 10 | 0 | 16 | 0 | 30.7 | 1 |
user_000146 | organic | tablet | tier_2 | 16 | 37 | 24.3 | 1 | 0 | 10 | 0 | 40.1 | 0 |
user_000147 | paid_search | tablet | tier_3 | 1 | 46 | 50.9 | 12 | 13 | 2 | 0 | 23.8 | 1 |
user_000148 | paid_search | tablet | tier_2 | 7 | 38 | 88 | 1 | 7 | 6 | 0 | 11.1 | 0 |
user_000149 | organic | mobile | tier_3 | 2 | 27 | 49.1 | 8 | 12 | 12 | 1 | 24.9 | 0 |
user_000150 | partner | tablet | tier_2 | 35 | 46 | 20.7 | 15 | 0 | 19 | 0 | 56 | 1 |
user_000151 | social | tablet | tier_2 | 16 | 23 | 22.5 | 5 | 0 | 17 | 0 | 40.4 | 1 |
user_000152 | social | desktop | tier_3 | 12 | 11 | 8.6 | 4 | 2 | 20 | 0 | 35.9 | 1 |
user_000153 | partner | desktop | tier_3 | 8 | 18 | 34.8 | 1 | 6 | 1 | 0 | 68.4 | 0 |
user_000154 | referral | mobile | tier_1 | 11 | 53 | 57.6 | 8 | 3 | 2 | 0 | 49.1 | 1 |
user_000155 | paid_search | desktop | tier_1 | 26 | 6 | 88 | 8 | 0 | 5 | 1 | 67.5 | 1 |
user_000156 | organic | mobile | tier_2 | 27 | 38 | 33.5 | 12 | 0 | 13 | 1 | 17.8 | 1 |
user_000157 | organic | desktop | tier_2 | 25 | 7 | 75.7 | 10 | 0 | 13 | 0 | 71.7 | 1 |
user_000158 | partner | desktop | tier_2 | 29 | 46 | 62.9 | 8 | 0 | 14 | 1 | 24.6 | 1 |
user_000159 | social | desktop | tier_3 | 14 | 29 | 47 | 7 | 0 | 3 | 1 | 59.3 | 0 |
user_000160 | referral | desktop | tier_1 | 31 | 48 | 7.5 | 10 | 0 | 7 | 0 | 9.9 | 1 |
user_000161 | referral | desktop | tier_3 | 15 | 33 | 4.5 | 12 | 0 | 8 | 0 | 34.3 | 0 |
user_000162 | organic | mobile | tier_3 | 3 | 52 | 65.4 | 11 | 11 | 5 | 0 | 64 | 1 |
user_000163 | paid_search | desktop | tier_2 | 13 | 54 | 37.6 | 14 | 1 | 6 | 0 | 53.1 | 1 |
user_000164 | paid_search | tablet | tier_2 | 5 | 20 | 3.4 | 5 | 9 | 11 | 0 | 39.5 | 1 |
user_000165 | referral | mobile | tier_2 | 40 | 41 | 60.5 | 7 | 0 | 2 | 0 | 59.1 | 0 |
user_000166 | referral | mobile | tier_3 | 33 | 49 | 53 | 14 | 0 | 6 | 1 | 2.9 | 1 |
user_000167 | partner | mobile | tier_1 | 17 | 2 | 33.9 | 8 | 0 | 9 | 0 | 30.7 | 0 |
user_000168 | referral | tablet | tier_2 | 18 | 15 | 77.8 | 10 | 0 | 0 | 1 | 43.1 | 1 |
user_000169 | referral | mobile | tier_2 | 40 | 26 | 63.4 | 8 | 0 | 6 | 0 | 55.7 | 1 |
user_000170 | referral | desktop | tier_2 | 30 | 51 | 11.2 | 3 | 0 | 12 | 0 | 60.3 | 1 |
user_000171 | organic | mobile | tier_1 | 6 | 8 | 85.7 | 3 | 8 | 13 | 0 | 60.2 | 0 |
user_000172 | social | desktop | tier_1 | 43 | 41 | 49.9 | 5 | 0 | 18 | 0 | 40.6 | 1 |
user_000173 | partner | desktop | tier_2 | 41 | 18 | 31.1 | 8 | 0 | 13 | 0 | 60.6 | 1 |
user_000174 | organic | mobile | tier_1 | 1 | 24 | 9.3 | 6 | 13 | 8 | 1 | 42.4 | 0 |
user_000175 | organic | mobile | tier_3 | 5 | 50 | 46.7 | 1 | 9 | 12 | 1 | 57.3 | 1 |
user_000176 | social | desktop | tier_3 | 2 | 6 | 32 | 8 | 12 | 5 | 0 | 65.1 | 0 |
user_000177 | partner | mobile | tier_2 | 37 | 53 | 14.1 | 10 | 0 | 6 | 1 | 43.8 | 1 |
user_000178 | paid_search | desktop | tier_1 | 44 | 19 | 50.5 | 1 | 0 | 7 | 1 | 46.3 | 0 |
user_000179 | paid_search | mobile | tier_2 | 25 | 43 | 66.4 | 3 | 0 | 5 | 0 | 44.2 | 0 |
user_000180 | social | desktop | tier_1 | 35 | 11 | 51.4 | 7 | 0 | 10 | 0 | 20.6 | 0 |
user_000181 | social | tablet | tier_1 | 23 | 1 | 74.1 | 1 | 0 | 3 | 0 | 9.5 | 0 |
user_000182 | referral | mobile | tier_2 | 4 | 36 | 45.1 | 5 | 10 | 5 | 0 | 4.8 | 1 |
user_000183 | organic | mobile | tier_2 | 20 | 37 | 7 | 7 | 0 | 1 | 0 | 44.8 | 0 |
user_000184 | referral | tablet | tier_3 | 26 | 33 | 75.3 | 5 | 0 | 5 | 0 | 61.1 | 0 |
user_000185 | organic | tablet | tier_2 | 27 | 31 | 12.8 | 7 | 0 | 5 | 1 | 21.6 | 0 |
user_000186 | referral | desktop | tier_2 | 44 | 35 | 25.2 | 14 | 0 | 10 | 1 | 79 | 1 |
user_000187 | partner | tablet | tier_1 | 25 | 20 | 1.7 | 14 | 0 | 6 | 0 | 56.4 | 1 |
user_000188 | social | mobile | tier_3 | 10 | 49 | 74.8 | 9 | 4 | 16 | 1 | 26.2 | 1 |
user_000189 | social | tablet | tier_1 | 8 | 18 | 3.1 | 12 | 6 | 8 | 0 | 39.8 | 0 |
user_000190 | organic | tablet | tier_1 | 28 | 19 | 22.4 | 14 | 0 | 16 | 0 | 79.9 | 0 |
user_000191 | social | mobile | tier_3 | 39 | 12 | 2.8 | 6 | 0 | 10 | 1 | 73.9 | 0 |
user_000192 | social | tablet | tier_2 | 4 | 32 | 52.4 | 1 | 10 | 10 | 0 | 5.6 | 0 |
user_000193 | organic | desktop | tier_3 | 35 | 12 | 72.8 | 11 | 0 | 5 | 0 | 38.2 | 0 |
user_000194 | social | mobile | tier_2 | 15 | 27 | 37.5 | 10 | 0 | 5 | 0 | 44.3 | 1 |
user_000195 | social | desktop | tier_1 | 17 | 52 | 42.6 | 7 | 0 | 2 | 0 | 8.7 | 1 |
user_000196 | social | tablet | tier_1 | 22 | 47 | 72.8 | 5 | 0 | 2 | 0 | 47.3 | 0 |
user_000197 | partner | desktop | tier_3 | 0 | 12 | 84.6 | 13 | 14 | 6 | 1 | 12.6 | 1 |
user_000198 | social | mobile | tier_1 | 28 | 52 | 17.3 | 10 | 0 | 8 | 0 | 28.4 | 1 |
user_000199 | social | desktop | tier_2 | 14 | 9 | 86.4 | 9 | 0 | 7 | 0 | 77.6 | 0 |
user_000200 | paid_search | tablet | tier_3 | 32 | 21 | 86.8 | 2 | 0 | 18 | 0 | 2.1 | 1 |
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