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_000201 | referral | desktop | tier_1 | 35 | 9 | 88.1 | 10 | 0 | 11 | 0 | 67.1 | 1 |
user_000202 | paid_search | desktop | tier_1 | 17 | 13 | 44.6 | 4 | 0 | 10 | 0 | 2.4 | 0 |
user_000203 | partner | mobile | tier_2 | 6 | 5 | 79.9 | 2 | 8 | 13 | 0 | 23.3 | 0 |
user_000204 | organic | tablet | tier_1 | 1 | 6 | 79 | 15 | 13 | 8 | 1 | 39.5 | 1 |
user_000205 | paid_search | mobile | tier_2 | 38 | 19 | 46.1 | 4 | 0 | 10 | 1 | 67.2 | 0 |
user_000206 | partner | tablet | tier_3 | 41 | 53 | 73.5 | 13 | 0 | 1 | 0 | 30.3 | 0 |
user_000207 | social | mobile | tier_3 | 43 | 43 | 11.6 | 8 | 0 | 15 | 0 | 23.6 | 1 |
user_000208 | organic | mobile | tier_1 | 27 | 25 | 18.1 | 16 | 0 | 7 | 0 | 67.2 | 1 |
user_000209 | paid_search | tablet | tier_2 | 3 | 52 | 19.4 | 5 | 11 | 20 | 0 | 49.7 | 1 |
user_000210 | partner | desktop | tier_2 | 41 | 44 | 86.4 | 8 | 0 | 9 | 0 | 58.6 | 0 |
user_000211 | social | desktop | tier_3 | 12 | 19 | 9.9 | 12 | 2 | 20 | 0 | 8 | 1 |
user_000212 | organic | tablet | tier_2 | 17 | 26 | 5.1 | 4 | 0 | 13 | 1 | 70.1 | 1 |
user_000213 | social | desktop | tier_3 | 41 | 22 | 36.8 | 4 | 0 | 18 | 1 | 36.8 | 0 |
user_000214 | social | desktop | tier_3 | 19 | 41 | 52.4 | 10 | 0 | 2 | 0 | 17.5 | 0 |
user_000215 | referral | mobile | tier_3 | 39 | 28 | 72.4 | 8 | 0 | 19 | 0 | 42 | 1 |
user_000216 | partner | desktop | tier_2 | 0 | 50 | 52.6 | 3 | 14 | 15 | 0 | 39.7 | 1 |
user_000217 | organic | desktop | tier_3 | 30 | 32 | 62.7 | 10 | 0 | 13 | 0 | 4.1 | 1 |
user_000218 | partner | tablet | tier_1 | 16 | 38 | 69.7 | 11 | 0 | 19 | 1 | 78.4 | 1 |
user_000219 | partner | desktop | tier_2 | 35 | 11 | 28.1 | 3 | 0 | 7 | 0 | 55.5 | 0 |
user_000220 | partner | desktop | tier_2 | 39 | 10 | 26.5 | 7 | 0 | 17 | 1 | 30.4 | 1 |
user_000221 | organic | tablet | tier_3 | 33 | 20 | 49.8 | 4 | 0 | 19 | 0 | 50.1 | 0 |
user_000222 | paid_search | tablet | tier_1 | 43 | 21 | 25.3 | 0 | 0 | 15 | 0 | 51.7 | 1 |
user_000223 | organic | desktop | tier_3 | 11 | 54 | 1.2 | 8 | 3 | 16 | 0 | 16.9 | 1 |
user_000224 | social | mobile | tier_2 | 13 | 41 | 32.5 | 13 | 1 | 16 | 0 | 14.8 | 1 |
user_000225 | referral | desktop | tier_1 | 38 | 33 | 86.1 | 5 | 0 | 20 | 0 | 38.3 | 1 |
user_000226 | paid_search | mobile | tier_1 | 27 | 27 | 7.6 | 4 | 0 | 8 | 1 | 48.1 | 0 |
user_000227 | partner | desktop | tier_3 | 9 | 39 | 55.1 | 3 | 5 | 7 | 0 | 68.5 | 0 |
user_000228 | social | tablet | tier_2 | 29 | 17 | 33.2 | 3 | 0 | 2 | 1 | 32.1 | 0 |
user_000229 | paid_search | desktop | tier_1 | 7 | 54 | 43.6 | 13 | 7 | 20 | 0 | 77 | 1 |
user_000230 | paid_search | desktop | tier_3 | 23 | 9 | 43.9 | 6 | 0 | 18 | 0 | 67.7 | 1 |
user_000231 | paid_search | desktop | tier_3 | 34 | 35 | 42.2 | 14 | 0 | 15 | 0 | 4.6 | 1 |
user_000232 | partner | mobile | tier_2 | 7 | 54 | 8.4 | 16 | 7 | 4 | 0 | 23.5 | 1 |
user_000233 | partner | tablet | tier_3 | 13 | 12 | 33.4 | 8 | 1 | 17 | 0 | 29.4 | 1 |
user_000234 | organic | desktop | tier_2 | 18 | 34 | 83.4 | 6 | 0 | 5 | 0 | 40.4 | 1 |
user_000235 | referral | desktop | tier_1 | 25 | 38 | 86.6 | 2 | 0 | 11 | 0 | 49.6 | 1 |
user_000236 | organic | desktop | tier_3 | 19 | 6 | 25.6 | 7 | 0 | 6 | 0 | 48.9 | 1 |
user_000237 | paid_search | mobile | tier_2 | 2 | 13 | 46.9 | 7 | 12 | 18 | 0 | 19.9 | 1 |
user_000238 | referral | mobile | tier_2 | 9 | 12 | 7.4 | 5 | 5 | 13 | 0 | 21.2 | 0 |
user_000239 | organic | desktop | tier_2 | 19 | 51 | 84.3 | 12 | 0 | 3 | 0 | 35.4 | 1 |
user_000240 | organic | desktop | tier_3 | 39 | 35 | 56.4 | 16 | 0 | 11 | 0 | 76.9 | 1 |
user_000241 | social | tablet | tier_2 | 20 | 40 | 42.9 | 2 | 0 | 11 | 0 | 6.7 | 1 |
user_000242 | organic | desktop | tier_1 | 10 | 22 | 5.6 | 0 | 4 | 20 | 0 | 24.7 | 1 |
user_000243 | organic | tablet | tier_3 | 44 | 17 | 33.7 | 12 | 0 | 9 | 0 | 16.1 | 0 |
user_000244 | partner | tablet | tier_3 | 32 | 2 | 24.7 | 3 | 0 | 1 | 0 | 3.8 | 0 |
user_000245 | partner | mobile | tier_3 | 43 | 49 | 67.5 | 10 | 0 | 4 | 0 | 29.7 | 0 |
user_000246 | partner | tablet | tier_2 | 28 | 21 | 70.6 | 1 | 0 | 10 | 0 | 41.7 | 1 |
user_000247 | paid_search | tablet | tier_2 | 28 | 2 | 75.2 | 15 | 0 | 10 | 0 | 20.8 | 0 |
user_000248 | paid_search | tablet | tier_3 | 22 | 19 | 56.8 | 5 | 0 | 13 | 0 | 14.8 | 0 |
user_000249 | paid_search | mobile | tier_2 | 13 | 34 | 12.3 | 8 | 1 | 5 | 0 | 40.6 | 1 |
user_000250 | social | tablet | tier_2 | 34 | 20 | 68 | 1 | 0 | 14 | 0 | 2.7 | 0 |
user_000251 | partner | desktop | tier_3 | 7 | 26 | 38.4 | 2 | 7 | 10 | 0 | 19.7 | 0 |
user_000252 | referral | mobile | tier_1 | 31 | 34 | 31.9 | 11 | 0 | 8 | 0 | 60.1 | 1 |
user_000253 | partner | desktop | tier_1 | 13 | 1 | 73.6 | 5 | 1 | 9 | 1 | 6.9 | 0 |
user_000254 | social | desktop | tier_3 | 1 | 34 | 74.4 | 6 | 13 | 12 | 0 | 30.7 | 0 |
user_000255 | referral | mobile | tier_3 | 23 | 10 | 15.1 | 2 | 0 | 15 | 0 | 6.4 | 0 |
user_000256 | paid_search | desktop | tier_3 | 13 | 55 | 59 | 9 | 1 | 10 | 0 | 40.9 | 1 |
user_000257 | organic | mobile | tier_2 | 15 | 9 | 41.8 | 15 | 0 | 15 | 0 | 35.8 | 1 |
user_000258 | referral | desktop | tier_3 | 3 | 0 | 68.4 | 2 | 11 | 5 | 0 | 68.7 | 0 |
user_000259 | social | desktop | tier_1 | 30 | 33 | 12.3 | 8 | 0 | 15 | 1 | 31.6 | 1 |
user_000260 | paid_search | tablet | tier_2 | 20 | 12 | 39 | 14 | 0 | 2 | 1 | 78.6 | 0 |
user_000261 | organic | tablet | tier_1 | 34 | 42 | 48.9 | 5 | 0 | 16 | 0 | 48 | 1 |
user_000262 | referral | tablet | tier_3 | 34 | 28 | 55.2 | 14 | 0 | 6 | 0 | 64.2 | 1 |
user_000263 | organic | mobile | tier_3 | 30 | 27 | 68.9 | 1 | 0 | 2 | 0 | 49 | 1 |
user_000264 | social | mobile | tier_1 | 7 | 4 | 71.4 | 1 | 7 | 12 | 0 | 21 | 0 |
user_000265 | organic | tablet | tier_2 | 43 | 40 | 55 | 10 | 0 | 10 | 1 | 70.4 | 1 |
user_000266 | social | mobile | tier_2 | 2 | 43 | 21.9 | 4 | 12 | 1 | 1 | 75.2 | 1 |
user_000267 | organic | desktop | tier_2 | 7 | 1 | 8.5 | 7 | 7 | 16 | 1 | 12 | 1 |
user_000268 | social | desktop | tier_3 | 6 | 27 | 89.4 | 5 | 8 | 5 | 0 | 79.1 | 1 |
user_000269 | organic | tablet | tier_2 | 6 | 0 | 29.3 | 3 | 8 | 20 | 0 | 75.9 | 1 |
user_000270 | social | mobile | tier_2 | 24 | 11 | 44 | 13 | 0 | 16 | 1 | 1.3 | 1 |
user_000271 | paid_search | tablet | tier_2 | 10 | 22 | 79 | 1 | 4 | 14 | 1 | 38.7 | 0 |
user_000272 | paid_search | desktop | tier_2 | 45 | 44 | 79.6 | 5 | 0 | 10 | 0 | 28.1 | 1 |
user_000273 | referral | desktop | tier_1 | 4 | 16 | 29.7 | 14 | 10 | 3 | 0 | 79.1 | 0 |
user_000274 | partner | desktop | tier_2 | 33 | 21 | 74.8 | 7 | 0 | 3 | 0 | 23.4 | 0 |
user_000275 | social | tablet | tier_3 | 5 | 53 | 83.9 | 13 | 9 | 10 | 1 | 5.4 | 1 |
user_000276 | partner | tablet | tier_3 | 12 | 41 | 30.5 | 2 | 2 | 17 | 0 | 27.2 | 1 |
user_000277 | organic | mobile | tier_3 | 11 | 8 | 35 | 2 | 3 | 12 | 1 | 16.8 | 0 |
user_000278 | organic | tablet | tier_2 | 1 | 33 | 50.2 | 7 | 13 | 5 | 0 | 56.6 | 0 |
user_000279 | organic | desktop | tier_3 | 2 | 37 | 1.7 | 0 | 12 | 5 | 0 | 26.5 | 0 |
user_000280 | partner | tablet | tier_1 | 16 | 8 | 26.5 | 5 | 0 | 17 | 1 | 50.9 | 1 |
user_000281 | referral | tablet | tier_2 | 5 | 2 | 32 | 8 | 9 | 0 | 0 | 2.1 | 0 |
user_000282 | organic | desktop | tier_3 | 42 | 19 | 66.1 | 13 | 0 | 7 | 1 | 58.6 | 1 |
user_000283 | social | mobile | tier_2 | 31 | 3 | 11.5 | 14 | 0 | 20 | 0 | 20 | 1 |
user_000284 | organic | desktop | tier_1 | 44 | 5 | 33.8 | 10 | 0 | 12 | 0 | 66.1 | 1 |
user_000285 | organic | tablet | tier_2 | 20 | 0 | 74 | 10 | 0 | 13 | 1 | 40.6 | 1 |
user_000286 | organic | tablet | tier_1 | 10 | 52 | 50.9 | 13 | 4 | 16 | 1 | 18.7 | 1 |
user_000287 | paid_search | mobile | tier_2 | 23 | 0 | 13 | 16 | 0 | 6 | 1 | 16.7 | 1 |
user_000288 | referral | tablet | tier_1 | 44 | 31 | 20.5 | 11 | 0 | 0 | 0 | 68.6 | 0 |
user_000289 | social | mobile | tier_3 | 10 | 2 | 56 | 5 | 4 | 2 | 1 | 78.2 | 0 |
user_000290 | referral | tablet | tier_2 | 31 | 4 | 78.9 | 14 | 0 | 5 | 0 | 70.5 | 0 |
user_000291 | paid_search | mobile | tier_3 | 11 | 22 | 4.1 | 10 | 3 | 19 | 1 | 12.8 | 1 |
user_000292 | partner | desktop | tier_3 | 19 | 18 | 89.6 | 15 | 0 | 8 | 0 | 73.1 | 0 |
user_000293 | paid_search | desktop | tier_3 | 8 | 37 | 40 | 6 | 6 | 14 | 1 | 67.6 | 1 |
user_000294 | referral | desktop | tier_3 | 9 | 31 | 75.2 | 13 | 5 | 3 | 0 | 72.5 | 1 |
user_000295 | referral | desktop | tier_3 | 14 | 55 | 16.6 | 12 | 0 | 11 | 0 | 24 | 1 |
user_000296 | partner | desktop | tier_2 | 21 | 39 | 58.6 | 5 | 0 | 12 | 1 | 9.6 | 1 |
user_000297 | paid_search | desktop | tier_2 | 1 | 47 | 24.8 | 2 | 13 | 12 | 0 | 4.2 | 1 |
user_000298 | organic | tablet | tier_2 | 41 | 52 | 13.2 | 4 | 0 | 10 | 1 | 19.2 | 1 |
user_000299 | social | desktop | tier_3 | 32 | 13 | 34.9 | 13 | 0 | 1 | 0 | 59.5 | 1 |
user_000300 | organic | tablet | tier_1 | 12 | 43 | 1.5 | 3 | 2 | 5 | 0 | 61.4 | 0 |
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