\n", 361 | " | artist | \n", 362 | "auth | \n", 363 | "firstName | \n", 364 | "gender | \n", 365 | "itemInSession | \n", 366 | "lastName | \n", 367 | "length | \n", 368 | "level | \n", 369 | "location | \n", 370 | "method | \n", 371 | "page | \n", 372 | "registration | \n", 373 | "sessionId | \n", 374 | "song | \n", 375 | "status | \n", 376 | "ts | \n", 377 | "userAgent | \n", 378 | "userId | \n", 379 | "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | \n", 384 | "Sydney Youngblood | \n", 385 | "Logged In | \n", 386 | "Jacob | \n", 387 | "M | \n", 388 | "53 | \n", 389 | "Klein | \n", 390 | "238.07955 | \n", 391 | "paid | \n", 392 | "Tampa-St. Petersburg-Clearwater, FL | \n", 393 | "PUT | \n", 394 | "NextSong | \n", 395 | "1.540558e+12 | \n", 396 | "954 | \n", 397 | "Ain't No Sunshine | \n", 398 | "200 | \n", 399 | "1543449657796 | \n", 400 | "\"Mozilla/5.0 (Macintosh; Intel Mac OS X 10_9_4... | \n", 401 | "73 | \n", 402 | "
1 | \n", 405 | "Gang Starr | \n", 406 | "Logged In | \n", 407 | "Layla | \n", 408 | "F | \n", 409 | "88 | \n", 410 | "Griffin | \n", 411 | "151.92771 | \n", 412 | "paid | \n", 413 | "Lake Havasu City-Kingman, AZ | \n", 414 | "PUT | \n", 415 | "NextSong | \n", 416 | "1.541057e+12 | \n", 417 | "984 | \n", 418 | "My Advice 2 You (Explicit) | \n", 419 | "200 | \n", 420 | "1543449690796 | \n", 421 | "\"Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebK... | \n", 422 | "24 | \n", 423 | "
2 | \n", 426 | "3OH!3 | \n", 427 | "Logged In | \n", 428 | "Layla | \n", 429 | "F | \n", 430 | "89 | \n", 431 | "Griffin | \n", 432 | "192.52200 | \n", 433 | "paid | \n", 434 | "Lake Havasu City-Kingman, AZ | \n", 435 | "PUT | \n", 436 | "NextSong | \n", 437 | "1.541057e+12 | \n", 438 | "984 | \n", 439 | "My First Kiss (Feat. Ke$ha) [Album Version] | \n", 440 | "200 | \n", 441 | "1543449841796 | \n", 442 | "\"Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebK... | \n", 443 | "24 | \n", 444 | "
\n", 531 | " | artist | \n", 532 | "auth | \n", 533 | "firstName | \n", 534 | "gender | \n", 535 | "itemInSession | \n", 536 | "lastName | \n", 537 | "length | \n", 538 | "level | \n", 539 | "location | \n", 540 | "method | \n", 541 | "page | \n", 542 | "registration | \n", 543 | "sessionId | \n", 544 | "song | \n", 545 | "status | \n", 546 | "ts | \n", 547 | "userAgent | \n", 548 | "userId | \n", 549 | "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | \n", 554 | "Sydney Youngblood | \n", 555 | "Logged In | \n", 556 | "Jacob | \n", 557 | "M | \n", 558 | "53 | \n", 559 | "Klein | \n", 560 | "238.07955 | \n", 561 | "paid | \n", 562 | "Tampa-St. Petersburg-Clearwater, FL | \n", 563 | "PUT | \n", 564 | "NextSong | \n", 565 | "1.540558e+12 | \n", 566 | "954 | \n", 567 | "Ain't No Sunshine | \n", 568 | "200 | \n", 569 | "2018-11-29 00:00:57.796 | \n", 570 | "\"Mozilla/5.0 (Macintosh; Intel Mac OS X 10_9_4... | \n", 571 | "73 | \n", 572 | "
1 | \n", 575 | "Gang Starr | \n", 576 | "Logged In | \n", 577 | "Layla | \n", 578 | "F | \n", 579 | "88 | \n", 580 | "Griffin | \n", 581 | "151.92771 | \n", 582 | "paid | \n", 583 | "Lake Havasu City-Kingman, AZ | \n", 584 | "PUT | \n", 585 | "NextSong | \n", 586 | "1.541057e+12 | \n", 587 | "984 | \n", 588 | "My Advice 2 You (Explicit) | \n", 589 | "200 | \n", 590 | "2018-11-29 00:01:30.796 | \n", 591 | "\"Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebK... | \n", 592 | "24 | \n", 593 | "
2 | \n", 596 | "3OH!3 | \n", 597 | "Logged In | \n", 598 | "Layla | \n", 599 | "F | \n", 600 | "89 | \n", 601 | "Griffin | \n", 602 | "192.52200 | \n", 603 | "paid | \n", 604 | "Lake Havasu City-Kingman, AZ | \n", 605 | "PUT | \n", 606 | "NextSong | \n", 607 | "1.541057e+12 | \n", 608 | "984 | \n", 609 | "My First Kiss (Feat. Ke$ha) [Album Version] | \n", 610 | "200 | \n", 611 | "2018-11-29 00:04:01.796 | \n", 612 | "\"Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebK... | \n", 613 | "24 | \n", 614 | "
3 | \n", 617 | "Röyksopp | \n", 618 | "Logged In | \n", 619 | "Jacob | \n", 620 | "M | \n", 621 | "54 | \n", 622 | "Klein | \n", 623 | "369.81506 | \n", 624 | "paid | \n", 625 | "Tampa-St. Petersburg-Clearwater, FL | \n", 626 | "PUT | \n", 627 | "NextSong | \n", 628 | "1.540558e+12 | \n", 629 | "954 | \n", 630 | "The Girl and The Robot | \n", 631 | "200 | \n", 632 | "2018-11-29 00:04:55.796 | \n", 633 | "\"Mozilla/5.0 (Macintosh; Intel Mac OS X 10_9_4... | \n", 634 | "73 | \n", 635 | "
4 | \n", 638 | "Kajagoogoo | \n", 639 | "Logged In | \n", 640 | "Layla | \n", 641 | "F | \n", 642 | "90 | \n", 643 | "Griffin | \n", 644 | "223.55546 | \n", 645 | "paid | \n", 646 | "Lake Havasu City-Kingman, AZ | \n", 647 | "PUT | \n", 648 | "NextSong | \n", 649 | "1.541057e+12 | \n", 650 | "984 | \n", 651 | "Too Shy | \n", 652 | "200 | \n", 653 | "2018-11-29 00:07:13.796 | \n", 654 | "\"Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebK... | \n", 655 | "24 | \n", 656 | "
\n", 784 | " | timestamp | \n", 785 | "hour | \n", 786 | "day | \n", 787 | "week | \n", 788 | "month | \n", 789 | "year | \n", 790 | "weekday | \n", 791 | "
---|---|---|---|---|---|---|---|
0 | \n", 796 | "00:00:57.796000 | \n", 797 | "0 | \n", 798 | "29 | \n", 799 | "48 | \n", 800 | "11 | \n", 801 | "2018 | \n", 802 | "3 | \n", 803 | "
1 | \n", 806 | "00:01:30.796000 | \n", 807 | "0 | \n", 808 | "29 | \n", 809 | "48 | \n", 810 | "11 | \n", 811 | "2018 | \n", 812 | "3 | \n", 813 | "
2 | \n", 816 | "00:04:01.796000 | \n", 817 | "0 | \n", 818 | "29 | \n", 819 | "48 | \n", 820 | "11 | \n", 821 | "2018 | \n", 822 | "3 | \n", 823 | "
3 | \n", 826 | "00:04:55.796000 | \n", 827 | "0 | \n", 828 | "29 | \n", 829 | "48 | \n", 830 | "11 | \n", 831 | "2018 | \n", 832 | "3 | \n", 833 | "
4 | \n", 836 | "00:07:13.796000 | \n", 837 | "0 | \n", 838 | "29 | \n", 839 | "48 | \n", 840 | "11 | \n", 841 | "2018 | \n", 842 | "3 | \n", 843 | "
\n", 938 | " | userId | \n", 939 | "firstName | \n", 940 | "lastName | \n", 941 | "gender | \n", 942 | "level | \n", 943 | "
---|---|---|---|---|---|
0 | \n", 948 | "73 | \n", 949 | "Jacob | \n", 950 | "Klein | \n", 951 | "M | \n", 952 | "paid | \n", 953 | "
1 | \n", 956 | "24 | \n", 957 | "Layla | \n", 958 | "Griffin | \n", 959 | "F | \n", 960 | "paid | \n", 961 | "
21 | \n", 964 | "50 | \n", 965 | "Ava | \n", 966 | "Robinson | \n", 967 | "F | \n", 968 | "free | \n", 969 | "
35 | \n", 972 | "54 | \n", 973 | "Kaleb | \n", 974 | "Cook | \n", 975 | "M | \n", 976 | "free | \n", 977 | "
40 | \n", 980 | "32 | \n", 981 | "Lily | \n", 982 | "Burns | \n", 983 | "F | \n", 984 | "free | \n", 985 | "
42 | \n", 988 | "4 | \n", 989 | "Alivia | \n", 990 | "Terrell | \n", 991 | "F | \n", 992 | "free | \n", 993 | "
43 | \n", 996 | "52 | \n", 997 | "Theodore | \n", 998 | "Smith | \n", 999 | "M | \n", 1000 | "free | \n", 1001 | "
46 | \n", 1004 | "14 | \n", 1005 | "Theodore | \n", 1006 | "Harris | \n", 1007 | "M | \n", 1008 | "free | \n", 1009 | "
48 | \n", 1012 | "98 | \n", 1013 | "Jordyn | \n", 1014 | "Powell | \n", 1015 | "F | \n", 1016 | "free | \n", 1017 | "
51 | \n", 1020 | "101 | \n", 1021 | "Jayden | \n", 1022 | "Fox | \n", 1023 | "M | \n", 1024 | "free | \n", 1025 | "
53 | \n", 1028 | "78 | \n", 1029 | "Chloe | \n", 1030 | "Roth | \n", 1031 | "F | \n", 1032 | "free | \n", 1033 | "
56 | \n", 1036 | "10 | \n", 1037 | "Sylvie | \n", 1038 | "Cruz | \n", 1039 | "F | \n", 1040 | "free | \n", 1041 | "
58 | \n", 1044 | "53 | \n", 1045 | "Celeste | \n", 1046 | "Williams | \n", 1047 | "F | \n", 1048 | "free | \n", 1049 | "
59 | \n", 1052 | "61 | \n", 1053 | "Samuel | \n", 1054 | "Gonzalez | \n", 1055 | "M | \n", 1056 | "free | \n", 1057 | "
60 | \n", 1060 | "49 | \n", 1061 | "Chloe | \n", 1062 | "Cuevas | \n", 1063 | "F | \n", 1064 | "paid | \n", 1065 | "
80 | \n", 1068 | "16 | \n", 1069 | "Rylan | \n", 1070 | "George | \n", 1071 | "M | \n", 1072 | "paid | \n", 1073 | "
84 | \n", 1076 | "26 | \n", 1077 | "Ryan | \n", 1078 | "Smith | \n", 1079 | "M | \n", 1080 | "free | \n", 1081 | "
95 | \n", 1084 | "79 | \n", 1085 | "James | \n", 1086 | "Martin | \n", 1087 | "M | \n", 1088 | "free | \n", 1089 | "
150 | \n", 1092 | "82 | \n", 1093 | "Avery | \n", 1094 | "Martinez | \n", 1095 | "F | \n", 1096 | "paid | \n", 1097 | "
158 | \n", 1100 | "44 | \n", 1101 | "Aleena | \n", 1102 | "Kirby | \n", 1103 | "F | \n", 1104 | "paid | \n", 1105 | "
199 | \n", 1108 | "75 | \n", 1109 | "Joseph | \n", 1110 | "Gutierrez | \n", 1111 | "M | \n", 1112 | "free | \n", 1113 | "
204 | \n", 1116 | "39 | \n", 1117 | "Walter | \n", 1118 | "Frye | \n", 1119 | "M | \n", 1120 | "free | \n", 1121 | "
286 | \n", 1124 | "80 | \n", 1125 | "Tegan | \n", 1126 | "Levine | \n", 1127 | "F | \n", 1128 | "paid | \n", 1129 | "
314 | \n", 1132 | "55 | \n", 1133 | "Martin | \n", 1134 | "Johnson | \n", 1135 | "M | \n", 1136 | "free | \n", 1137 | "
328 | \n", 1140 | "12 | \n", 1141 | "Austin | \n", 1142 | "Rosales | \n", 1143 | "M | \n", 1144 | "free | \n", 1145 | "
335 | \n", 1148 | "9 | \n", 1149 | "Wyatt | \n", 1150 | "Scott | \n", 1151 | "M | \n", 1152 | "free | \n", 1153 | "
346 | \n", 1156 | "22 | \n", 1157 | "Sean | \n", 1158 | "Wilson | \n", 1159 | "F | \n", 1160 | "free | \n", 1161 | "
359 | \n", 1164 | "74 | \n", 1165 | "Braden | \n", 1166 | "Parker | \n", 1167 | "M | \n", 1168 | "free | \n", 1169 | "
365 | \n", 1172 | "89 | \n", 1173 | "Kynnedi | \n", 1174 | "Sanchez | \n", 1175 | "F | \n", 1176 | "free | \n", 1177 | "
songplay_id | \n", 57 | "start_time | \n", 58 | "user_id | \n", 59 | "level | \n", 60 | "song_id | \n", 61 | "artist_id | \n", 62 | "session_id | \n", 63 | "location | \n", 64 | "user_agent | \n", 65 | "
---|---|---|---|---|---|---|---|---|
1 | \n", 68 | "2018-11-29 00:00:57.796000 | \n", 69 | "73 | \n", 70 | "paid | \n", 71 | "None | \n", 72 | "None | \n", 73 | "954 | \n", 74 | "Tampa-St. Petersburg-Clearwater, FL | \n", 75 | ""Mozilla/5.0 (Macintosh; Intel Mac OS X 10_9_4) AppleWebKit/537.78.2 (KHTML, like Gecko) Version/7.0.6 Safari/537.78.2" | \n", 76 | "
2 | \n", 79 | "2018-11-29 00:01:30.796000 | \n", 80 | "24 | \n", 81 | "paid | \n", 82 | "None | \n", 83 | "None | \n", 84 | "984 | \n", 85 | "Lake Havasu City-Kingman, AZ | \n", 86 | ""Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/36.0.1985.125 Safari/537.36" | \n", 87 | "
3 | \n", 90 | "2018-11-29 00:04:01.796000 | \n", 91 | "24 | \n", 92 | "paid | \n", 93 | "None | \n", 94 | "None | \n", 95 | "984 | \n", 96 | "Lake Havasu City-Kingman, AZ | \n", 97 | ""Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/36.0.1985.125 Safari/537.36" | \n", 98 | "
4 | \n", 101 | "2018-11-29 00:04:55.796000 | \n", 102 | "73 | \n", 103 | "paid | \n", 104 | "None | \n", 105 | "None | \n", 106 | "954 | \n", 107 | "Tampa-St. Petersburg-Clearwater, FL | \n", 108 | ""Mozilla/5.0 (Macintosh; Intel Mac OS X 10_9_4) AppleWebKit/537.78.2 (KHTML, like Gecko) Version/7.0.6 Safari/537.78.2" | \n", 109 | "
5 | \n", 112 | "2018-11-29 00:07:13.796000 | \n", 113 | "24 | \n", 114 | "paid | \n", 115 | "None | \n", 116 | "None | \n", 117 | "984 | \n", 118 | "Lake Havasu City-Kingman, AZ | \n", 119 | ""Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/36.0.1985.125 Safari/537.36" | \n", 120 | "
user_id | \n", 161 | "first_name | \n", 162 | "last_name | \n", 163 | "gender | \n", 164 | "level | \n", 165 | "
---|---|---|---|---|
73 | \n", 168 | "Jacob | \n", 169 | "Klein | \n", 170 | "M | \n", 171 | "paid | \n", 172 | "
24 | \n", 175 | "Layla | \n", 176 | "Griffin | \n", 177 | "F | \n", 178 | "paid | \n", 179 | "
50 | \n", 182 | "Ava | \n", 183 | "Robinson | \n", 184 | "F | \n", 185 | "free | \n", 186 | "
54 | \n", 189 | "Kaleb | \n", 190 | "Cook | \n", 191 | "M | \n", 192 | "free | \n", 193 | "
32 | \n", 196 | "Lily | \n", 197 | "Burns | \n", 198 | "F | \n", 199 | "free | \n", 200 | "
song_id | \n", 241 | "title | \n", 242 | "artist_id | \n", 243 | "year | \n", 244 | "duration | \n", 245 | "
---|---|---|---|---|
SOINLJW12A8C13314C | \n", 248 | "City Slickers | \n", 249 | "AR8IEZO1187B99055E | \n", 250 | "2008 | \n", 251 | "149.86404 | \n", 252 | "
artist_id | \n", 289 | "name | \n", 290 | "location | \n", 291 | "latitude | \n", 292 | "longitude | \n", 293 | "
---|---|---|---|---|
AR8IEZO1187B99055E | \n", 296 | "Marc Shaiman | \n", 297 | "\n", 298 | " | None | \n", 299 | "None | \n", 300 | "
start_time | \n", 337 | "hour | \n", 338 | "day | \n", 339 | "week | \n", 340 | "month | \n", 341 | "year | \n", 342 | "weekday | \n", 343 | "
---|---|---|---|---|---|---|
00:00:57.796000 | \n", 346 | "0 | \n", 347 | "29 | \n", 348 | "48 | \n", 349 | "11 | \n", 350 | "2018 | \n", 351 | "3 | \n", 352 | "
00:01:30.796000 | \n", 355 | "0 | \n", 356 | "29 | \n", 357 | "48 | \n", 358 | "11 | \n", 359 | "2018 | \n", 360 | "3 | \n", 361 | "
00:04:01.796000 | \n", 364 | "0 | \n", 365 | "29 | \n", 366 | "48 | \n", 367 | "11 | \n", 368 | "2018 | \n", 369 | "3 | \n", 370 | "
00:04:55.796000 | \n", 373 | "0 | \n", 374 | "29 | \n", 375 | "48 | \n", 376 | "11 | \n", 377 | "2018 | \n", 378 | "3 | \n", 379 | "
00:07:13.796000 | \n", 382 | "0 | \n", 383 | "29 | \n", 384 | "48 | \n", 385 | "11 | \n", 386 | "2018 | \n", 387 | "3 | \n", 388 | "