Task: Transform-by-output-target-schema (source dataset: github-pipelines)

Your task is to create a data transformation pipeline in Python using pandas libraries.

Given Source Tables below, and a Target Schema provided by users that demonstrates how the desired output table should look like schematically, please write Python pandas code that can transform the Source Tables into an output table, that matches the schema/structure given by the Target Schema.  Please note that the data values in the Target Schema are intended to represent the format and layout of the output table, but may not exactly match the actual data generated from the Source Tables when the python code is run on the Source Tables.

Use operations such as merge, groupby, pivot, apply, or any appropriate python or pandas steps. Your code should save the resulting DataFrame to a CSV file named 'output.csv'. Ensure that the code is executable and can be run directly as is, in a Python environment with pandas installed.

Source Tables:


Table #1
Filename: source_0.csv
Sample Rows in Markdown:
|   tripduration | starttime                | stoptime                 |   start station id | start station name   |   start station latitude |   start station longitude |   end station id | end station name   |   end station latitude |   end station longitude |   bikeid | usertype   |   birth year |   gender |
|---------------:|:-------------------------|:-------------------------|-------------------:|:---------------------|-------------------------:|--------------------------:|-----------------:|:-------------------|-----------------------:|------------------------:|---------:|:-----------|-------------:|---------:|
|            327 | 2018-06-23 16:45:05.4640 | 2018-06-23 16:50:33.3210 |               3186 | Grove St PATH        |                  40.7196 |                  -74.0431 |             3269 | Brunswick & 6th    |                40.726  |                -74.0504 |    33590 | Subscriber |         1981 |        2 |
|            195 | 2018-06-01 21:06:43.9120 | 2018-06-01 21:09:59.8280 |               3481 | York St              |                  40.7165 |                  -74.041  |             3187 | Warren St          |                40.7211 |                -74.0381 |    29442 | Subscriber |         1987 |        1 |
|            109 | 2018-06-03 16:11:39.0260 | 2018-06-03 16:13:28.6150 |               3202 | Newport PATH         |                  40.7272 |                  -74.0338 |             3638 | Washington St      |                40.7243 |                -74.0355 |    29444 | Subscriber |         1993 |        2 |
|            197 | 2018-06-28 10:28:14.5080 | 2018-06-28 10:31:32.0330 |               3267 | Morris Canal         |                  40.7124 |                  -74.0385 |             3183 | Exchange Place     |                40.7162 |                -74.0335 |    26165 | Subscriber |         1981 |        0 |
|          10220 | 2018-06-03 10:56:36.5210 | 2018-06-03 13:46:56.5220 |               3185 | City Hall            |                  40.7177 |                  -74.0438 |             3183 | Exchange Place     |                40.7162 |                -74.0335 |    33576 | Subscriber |         1985 |        1 |
|            405 | 2018-06-13 08:14:02.6480 | 2018-06-13 08:20:47.7400 |               3184 | Paulus Hook          |                  40.7141 |                  -74.0336 |             3638 | Washington St      |                40.7243 |                -74.0355 |    33569 | Subscriber |         1958 |        1 |
|           2111 | 2018-06-22 14:35:02.8060 | 2018-06-22 15:10:13.8500 |               3212 | Christ Hospital      |                  40.7348 |                  -74.0504 |             3210 | Pershing Field     |                40.7427 |                -74.0518 |    33594 | Subscriber |         1964 |        1 |
|            283 | 2018-06-22 08:10:48.2220 | 2018-06-22 08:15:31.2560 |               3278 | Monmouth and 6th     |                  40.7257 |                  -74.0488 |             3186 | Grove St PATH      |                40.7196 |                -74.0431 |    29660 | Subscriber |         1989 |        1 |
|            766 | 2018-06-27 17:08:52.6400 | 2018-06-27 17:21:38.8540 |               3186 | Grove St PATH        |                  40.7196 |                  -74.0431 |             3207 | Oakland Ave        |                40.7376 |                -74.0525 |    29206 | Subscriber |         1991 |        1 |
|            325 | 2018-06-09 09:22:57.9270 | 2018-06-09 09:28:23.5170 |               3212 | Christ Hospital      |                  40.7348 |                  -74.0504 |             3203 | Hamilton Park      |                40.7276 |                -74.0442 |    29266 | Subscriber |         1988 |        1 |


Table #2
Filename: source_1.csv
Sample Rows in Markdown:
|   tripduration | starttime                | stoptime                 |   start station id | start station name      |   start station latitude |   start station longitude |   end station id | end station name   |   end station latitude |   end station longitude |   bikeid | usertype   |   birth year |   gender |
|---------------:|:-------------------------|:-------------------------|-------------------:|:------------------------|-------------------------:|--------------------------:|-----------------:|:-------------------|-----------------------:|------------------------:|---------:|:-----------|-------------:|---------:|
|            560 | 2018-10-14 13:37:52.2730 | 2018-10-14 13:47:12.5380 |               3277 | Communipaw & Berry Lane |                  40.7144 |                  -74.0666 |             3186 | Grove St PATH      |                40.7196 |                -74.0431 |    29573 | Subscriber |         1988 |        1 |
|            301 | 2018-10-28 14:15:15.5310 | 2018-10-28 14:20:16.7950 |               3269 | Brunswick & 6th         |                  40.726  |                  -74.0504 |             3186 | Grove St PATH      |                40.7196 |                -74.0431 |    33622 | Subscriber |         1991 |        1 |
|            228 | 2018-10-07 07:03:49.0230 | 2018-10-07 07:07:37.2020 |               3186 | Grove St PATH           |                  40.7196 |                  -74.0431 |             3203 | Hamilton Park      |                40.7276 |                -74.0442 |    29291 | Subscriber |         1990 |        1 |
|            637 | 2018-10-10 17:58:12.8050 | 2018-10-10 18:08:50.7420 |               3183 | Exchange Place          |                  40.7162 |                  -74.0335 |             3483 | Montgomery St      |                40.7194 |                -74.051  |    26305 | Subscriber |         1994 |        2 |
|            245 | 2018-10-23 21:07:54.9990 | 2018-10-23 21:12:00.0880 |               3186 | Grove St PATH           |                  40.7196 |                  -74.0431 |             3278 | Monmouth and 6th   |                40.7257 |                -74.0488 |    29571 | Subscriber |         1981 |        2 |
|            706 | 2018-10-30 09:17:34.4680 | 2018-10-30 09:29:21.1880 |               3192 | Liberty Light Rail      |                  40.7112 |                  -74.0557 |             3183 | Exchange Place     |                40.7162 |                -74.0335 |    29510 | Subscriber |         1958 |        1 |
|            318 | 2018-10-24 18:21:02.5210 | 2018-10-24 18:26:21.3160 |               3205 | JC Medical Center       |                  40.7165 |                  -74.0496 |             3192 | Liberty Light Rail |                40.7112 |                -74.0557 |    33613 | Subscriber |         1989 |        1 |
|            318 | 2018-10-22 07:26:36.1320 | 2018-10-22 07:31:54.1690 |               3207 | Oakland Ave             |                  40.7376 |                  -74.0525 |             3640 | Journal Square     |                40.7337 |                -74.0625 |    26246 | Subscriber |         1987 |        2 |
|           1008 | 2018-10-23 18:55:52.6230 | 2018-10-23 19:12:40.7420 |               3639 | Harborside              |                  40.7193 |                  -74.0342 |             3206 | Hilltop            |                40.7312 |                -74.0576 |    29575 | Subscriber |         1987 |        1 |
|           2533 | 2018-10-25 06:23:02.4670 | 2018-10-25 07:05:16.0640 |               3183 | Exchange Place          |                  40.7162 |                  -74.0335 |             3202 | Newport PATH       |                40.7272 |                -74.0338 |    29254 | Subscriber |         1996 |        0 |


Table #3
Filename: source_10.csv
Sample Rows in Markdown:
|   tripduration | starttime                | stoptime                 |   start station id | start station name    |   start station latitude |   start station longitude |   end station id | end station name   |   end station latitude |   end station longitude |   bikeid | usertype   |   birth year |   gender |
|---------------:|:-------------------------|:-------------------------|-------------------:|:----------------------|-------------------------:|--------------------------:|-----------------:|:-------------------|-----------------------:|------------------------:|---------:|:-----------|-------------:|---------:|
|            110 | 2018-04-10 18:47:54.5530 | 2018-04-10 18:49:45.0300 |               3275 | Columbus Drive        |                  40.7184 |                  -74.0389 |             3187 | Warren St          |                40.7211 |                -74.0381 |    26193 | Subscriber |         1985 |        1 |
|            339 | 2018-04-24 21:33:42.3200 | 2018-04-24 21:39:21.7530 |               3202 | Newport PATH          |                  40.7272 |                  -74.0338 |             3187 | Warren St          |                40.7211 |                -74.0381 |    29457 | Subscriber |         1969 |        0 |
|            857 | 2018-04-26 18:09:33.3190 | 2018-04-26 18:23:50.3980 |               3186 | Grove St PATH         |                  40.7196 |                  -74.0431 |             3192 | Liberty Light Rail |                40.7112 |                -74.0557 |    33638 | Subscriber |         1990 |        1 |
|            184 | 2018-04-24 08:50:25.3470 | 2018-04-24 08:53:30.0200 |               3195 | Sip Ave               |                  40.7307 |                  -74.0638 |             3194 | McGinley Square    |                40.7253 |                -74.0676 |    29307 | Subscriber |         1983 |        1 |
|            801 | 2018-04-07 10:23:40.7220 | 2018-04-07 10:37:02.4880 |               3225 | Baldwin at Montgomery |                  40.7237 |                  -74.0642 |             3186 | Grove St PATH      |                40.7196 |                -74.0431 |    26228 | Subscriber |         1961 |        1 |
|            442 | 2018-04-05 16:32:14.7870 | 2018-04-05 16:39:36.9270 |               3212 | Christ Hospital       |                  40.7348 |                  -74.0504 |             3186 | Grove St PATH      |                40.7196 |                -74.0431 |    26229 | Subscriber |         1989 |        1 |
|          13989 | 2018-04-22 15:12:38.1330 | 2018-04-22 19:05:47.7630 |               3192 | Liberty Light Rail    |                  40.7112 |                  -74.0557 |             3192 | Liberty Light Rail |                40.7112 |                -74.0557 |    33580 | Customer   |         1969 |        0 |
|            243 | 2018-04-12 19:12:31.3260 | 2018-04-12 19:16:34.9140 |               3183 | Exchange Place        |                  40.7162 |                  -74.0335 |             3267 | Morris Canal       |                40.7124 |                -74.0385 |    26431 | Subscriber |         1976 |        1 |
|            750 | 2018-04-20 07:28:09.2780 | 2018-04-20 07:40:39.9250 |               3192 | Liberty Light Rail    |                  40.7112 |                  -74.0557 |             3183 | Exchange Place     |                40.7162 |                -74.0335 |    26314 | Subscriber |         1993 |        2 |
|            537 | 2018-04-22 20:32:03.6690 | 2018-04-22 20:41:01.6330 |               3209 | Brunswick St          |                  40.7242 |                  -74.0507 |             3273 | Manila & 1st       |                40.7217 |                -74.0429 |    26208 | Subscriber |         1979 |        1 |


Table #4
Filename: source_11.csv
Sample Rows in Markdown:
|   tripduration | starttime                | stoptime                 |   start station id | start station name   |   start station latitude |   start station longitude |   end station id | end station name   |   end station latitude |   end station longitude |   bikeid | usertype   |   birth year |   gender |
|---------------:|:-------------------------|:-------------------------|-------------------:|:---------------------|-------------------------:|--------------------------:|-----------------:|:-------------------|-----------------------:|------------------------:|---------:|:-----------|-------------:|---------:|
|             97 | 2018-03-31 22:03:27.9060 | 2018-03-31 22:05:05.0480 |               3638 | Washington St        |                  40.7243 |                  -74.0355 |             3202 | Newport PATH       |                40.7272 |                -74.0338 |    26191 | Subscriber |         1993 |        1 |
|            412 | 2018-03-19 08:06:50.2520 | 2018-03-19 08:13:42.6900 |               3213 | Van Vorst Park       |                  40.7185 |                  -74.0477 |             3183 | Exchange Place     |                40.7162 |                -74.0335 |    26279 | Subscriber |         1964 |        2 |
|            363 | 2018-03-25 11:23:14.8420 | 2018-03-25 11:29:18.1610 |               3186 | Grove St PATH        |                  40.7196 |                  -74.0431 |             3214 | Essex Light Rail   |                40.7128 |                -74.0365 |    26182 | Subscriber |         1978 |        1 |
|            428 | 2018-03-28 18:01:16.9670 | 2018-03-28 18:08:25.5070 |               3187 | Warren St            |                  40.7211 |                  -74.0381 |             3209 | Brunswick St       |                40.7242 |                -74.0507 |    29612 | Subscriber |         1986 |        1 |
|            826 | 2018-03-25 11:54:48.8820 | 2018-03-25 12:08:35.5520 |               3186 | Grove St PATH        |                  40.7196 |                  -74.0431 |             3214 | Essex Light Rail   |                40.7128 |                -74.0365 |    26304 | Subscriber |         1982 |        1 |
|            147 | 2018-03-27 22:11:57.6090 | 2018-03-27 22:14:25.0720 |               3186 | Grove St PATH        |                  40.7196 |                  -74.0431 |             3481 | York St            |                40.7165 |                -74.041  |    29641 | Subscriber |         1978 |        1 |
|           3672 | 2018-03-18 14:10:56.4980 | 2018-03-18 15:12:08.5390 |               3206 | Hilltop              |                  40.7312 |                  -74.0576 |             3206 | Hilltop            |                40.7312 |                -74.0576 |    31678 | Subscriber |         1971 |        1 |
|            701 | 2018-03-13 17:44:45.9950 | 2018-03-13 17:56:27.0740 |               3213 | Van Vorst Park       |                  40.7185 |                  -74.0477 |             3194 | McGinley Square    |                40.7253 |                -74.0676 |    31743 | Subscriber |         1966 |        1 |
|            343 | 2018-03-14 16:44:59.4150 | 2018-03-14 16:50:42.8540 |               3267 | Morris Canal         |                  40.7124 |                  -74.0385 |             3186 | Grove St PATH      |                40.7196 |                -74.0431 |    31874 | Subscriber |         1969 |        1 |
|            934 | 2018-03-19 08:43:28.2210 | 2018-03-19 08:59:03.0270 |               3193 | Lincoln Park         |                  40.7246 |                  -74.0784 |             3273 | Manila & 1st       |                40.7217 |                -74.0429 |    26431 | Subscriber |         1991 |        1 |


Table #5
Filename: source_2.csv
Sample Rows in Markdown:
|   tripduration | starttime                | stoptime                 |   start station id | start station name   |   start station latitude |   start station longitude |   end station id | end station name   |   end station latitude |   end station longitude |   bikeid | usertype   |   birth year |   gender |
|---------------:|:-------------------------|:-------------------------|-------------------:|:---------------------|-------------------------:|--------------------------:|-----------------:|:-------------------|-----------------------:|------------------------:|---------:|:-----------|-------------:|---------:|
|            341 | 2018-05-05 20:04:12.1080 | 2018-05-05 20:09:53.7690 |               3205 | JC Medical Center    |                  40.7165 |                  -74.0496 |             3209 | Brunswick St       |                40.7242 |                -74.0507 |    33580 | Subscriber |         1984 |        1 |
|            980 | 2018-05-18 16:41:53.4920 | 2018-05-18 16:58:13.8230 |               3186 | Grove St PATH        |                  40.7196 |                  -74.0431 |             3207 | Oakland Ave        |                40.7376 |                -74.0525 |    33571 | Subscriber |         1991 |        1 |
|            284 | 2018-05-15 07:41:36.6040 | 2018-05-15 07:46:21.0060 |               3203 | Hamilton Park        |                  40.7276 |                  -74.0442 |             3202 | Newport PATH       |                40.7272 |                -74.0338 |    33624 | Subscriber |         1977 |        1 |
|            207 | 2018-05-04 10:33:03.9700 | 2018-05-04 10:36:31.0740 |               3203 | Hamilton Park        |                  40.7276 |                  -74.0442 |             3186 | Grove St PATH      |                40.7196 |                -74.0431 |    26243 | Subscriber |         1986 |        1 |
|            411 | 2018-05-06 12:06:39.4540 | 2018-05-06 12:13:30.7140 |               3213 | Van Vorst Park       |                  40.7185 |                  -74.0477 |             3187 | Warren St          |                40.7211 |                -74.0381 |    29293 | Subscriber |         1962 |        2 |
|            740 | 2018-05-03 17:36:58.5560 | 2018-05-03 17:49:18.9020 |               3186 | Grove St PATH        |                  40.7196 |                  -74.0431 |             3192 | Liberty Light Rail |                40.7112 |                -74.0557 |    33622 | Subscriber |         1990 |        1 |
|            250 | 2018-05-23 09:12:13.9290 | 2018-05-23 09:16:24.5430 |               3202 | Newport PATH         |                  40.7272 |                  -74.0338 |             3639 | Harborside         |                40.7193 |                -74.0342 |    29673 | Subscriber |         1962 |        1 |
|            210 | 2018-05-09 08:21:27.0690 | 2018-05-09 08:24:58.0610 |               3203 | Hamilton Park        |                  40.7276 |                  -74.0442 |             3273 | Manila & 1st       |                40.7217 |                -74.0429 |    29545 | Subscriber |         1956 |        1 |
|            566 | 2018-05-18 17:21:39.2650 | 2018-05-18 17:31:05.5860 |               3195 | Sip Ave              |                  40.7307 |                  -74.0638 |             3193 | Lincoln Park       |                40.7246 |                -74.0784 |    29498 | Subscriber |         1983 |        1 |
|            539 | 2018-05-31 17:17:03.3180 | 2018-05-31 17:26:02.8270 |               3195 | Sip Ave              |                  40.7307 |                  -74.0638 |             3211 | Newark Ave         |                40.7215 |                -74.0463 |    29503 | Subscriber |         1971 |        2 |


Table #6
Filename: source_3.csv
Sample Rows in Markdown:
|   tripduration | starttime                | stoptime                 |   start station id | start station name   |   start station latitude |   start station longitude |   end station id | end station name   |   end station latitude |   end station longitude |   bikeid | usertype   |   birth year |   gender |
|---------------:|:-------------------------|:-------------------------|-------------------:|:---------------------|-------------------------:|--------------------------:|-----------------:|:-------------------|-----------------------:|------------------------:|---------:|:-----------|-------------:|---------:|
|            305 | 2019-02-05 11:07:01.6040 | 2019-02-05 11:12:07.2750 |               3202 | Newport PATH         |                  40.7272 |                  -74.0338 |             3639 | Harborside         |                40.7193 |                -74.0342 |    29475 | Subscriber |         1991 |        1 |
|           2471 | 2019-02-10 16:00:53.9520 | 2019-02-10 16:42:05.2920 |               3199 | Newport Pkwy         |                  40.7287 |                  -74.0321 |             3199 | Newport Pkwy       |                40.7287 |                -74.0321 |    29230 | Subscriber |         1982 |        1 |
|            129 | 2019-02-12 07:43:58.9880 | 2019-02-12 07:46:08.0460 |               3279 | Dixon Mills          |                  40.7216 |                  -74.05   |             3186 | Grove St PATH      |                40.7196 |                -74.0431 |    29293 | Subscriber |         1970 |        1 |
|           1112 | 2019-02-24 10:53:24.7660 | 2019-02-24 11:11:57.6680 |               3211 | Newark Ave           |                  40.7215 |                  -74.0463 |             3276 | Marin Light Rail   |                40.7146 |                -74.0428 |    26152 | Subscriber |         1980 |        1 |
|            297 | 2019-02-11 22:09:42.7440 | 2019-02-11 22:14:40.3480 |               3183 | Exchange Place       |                  40.7162 |                  -74.0335 |             3638 | Washington St      |                40.7243 |                -74.0355 |    29282 | Subscriber |         1988 |        1 |
|            294 | 2019-02-04 10:37:34.5300 | 2019-02-04 10:42:29.2760 |               3278 | Monmouth and 6th     |                  40.7257 |                  -74.0488 |             3185 | City Hall          |                40.7177 |                -74.0438 |    26248 | Subscriber |         1986 |        1 |
|            387 | 2019-02-26 08:13:09.8930 | 2019-02-26 08:19:37.1830 |               3678 | Fairmount Ave        |                  40.7257 |                  -74.072  |             3195 | Sip Ave            |                40.7307 |                -74.0638 |    26259 | Subscriber |         1982 |        1 |
|            239 | 2019-02-11 08:27:24.1420 | 2019-02-11 08:31:23.8200 |               3187 | Warren St            |                  40.7211 |                  -74.0381 |             3183 | Exchange Place     |                40.7162 |                -74.0335 |    26165 | Subscriber |         1980 |        1 |
|            777 | 2019-02-05 15:56:17.3320 | 2019-02-05 16:09:14.9860 |               3195 | Sip Ave              |                  40.7307 |                  -74.0638 |             3199 | Newport Pkwy       |                40.7287 |                -74.0321 |    29540 | Subscriber |         1984 |        1 |
|            539 | 2019-02-27 07:36:03.7350 | 2019-02-27 07:45:03.6660 |               3203 | Hamilton Park        |                  40.7276 |                  -74.0442 |             3276 | Marin Light Rail   |                40.7146 |                -74.0428 |    29292 | Subscriber |         1987 |        1 |


Table #7
Filename: source_4.csv
Sample Rows in Markdown:
|   tripduration | starttime                | stoptime                 |   start station id | start station name   |   start station latitude |   start station longitude |   end station id | end station name   |   end station latitude |   end station longitude |   bikeid | usertype   |   birth year |   gender |
|---------------:|:-------------------------|:-------------------------|-------------------:|:---------------------|-------------------------:|--------------------------:|-----------------:|:-------------------|-----------------------:|------------------------:|---------:|:-----------|-------------:|---------:|
|            943 | 2018-09-20 08:08:50.6390 | 2018-09-20 08:24:33.8660 |               3206 | Hilltop              |                  40.7312 |                  -74.0576 |             3202 | Newport PATH       |                40.7272 |                -74.0338 |    29546 | Subscriber |         1992 |        1 |
|            386 | 2018-09-18 18:37:38.3760 | 2018-09-18 18:44:05.1550 |               3186 | Grove St PATH        |                  40.7196 |                  -74.0431 |             3203 | Hamilton Park      |                40.7276 |                -74.0442 |    33647 | Subscriber |         1976 |        2 |
|           2098 | 2018-09-07 06:47:14.7050 | 2018-09-07 07:22:13.5510 |               3270 | Jersey & 6th St      |                  40.7253 |                  -74.0456 |             3270 | Jersey & 6th St    |                40.7253 |                -74.0456 |    33662 | Subscriber |         1974 |        1 |
|            362 | 2018-09-30 17:37:26.6500 | 2018-09-30 17:43:29.2300 |               3187 | Warren St            |                  40.7211 |                  -74.0381 |             3483 | Montgomery St      |                40.7194 |                -74.051  |    33602 | Subscriber |         1990 |        1 |
|            310 | 2018-09-15 18:43:46.6640 | 2018-09-15 18:48:56.8850 |               3186 | Grove St PATH        |                  40.7196 |                  -74.0431 |             3276 | Marin Light Rail   |                40.7146 |                -74.0428 |    29267 | Customer   |         1991 |        2 |
|           2145 | 2018-09-12 08:23:15.7210 | 2018-09-12 08:59:00.8190 |               3193 | Lincoln Park         |                  40.7246 |                  -74.0784 |             3193 | Lincoln Park       |                40.7246 |                -74.0784 |    29618 | Subscriber |         1969 |        1 |
|            907 | 2018-09-16 13:31:05.2220 | 2018-09-16 13:46:12.8450 |               3186 | Grove St PATH        |                  40.7196 |                  -74.0431 |             3199 | Newport Pkwy       |                40.7287 |                -74.0321 |    26961 | Subscriber |         1981 |        1 |
|            243 | 2018-09-23 15:10:26.4520 | 2018-09-23 15:14:29.6450 |               3187 | Warren St            |                  40.7211 |                  -74.0381 |             3202 | Newport PATH       |                40.7272 |                -74.0338 |    29629 | Subscriber |         1968 |        2 |
|           1108 | 2018-09-05 07:26:12.3540 | 2018-09-05 07:44:41.1970 |               3191 | Union St             |                  40.7182 |                  -74.0836 |             3195 | Sip Ave            |                40.7307 |                -74.0638 |    33660 | Subscriber |         1987 |        1 |
|            341 | 2018-09-29 03:29:15.0010 | 2018-09-29 03:34:56.2730 |               3185 | City Hall            |                  40.7177 |                  -74.0438 |             3276 | Marin Light Rail   |                40.7146 |                -74.0428 |    26248 | Subscriber |         1987 |        1 |


Table #8
Filename: source_5.csv
Sample Rows in Markdown:
|   tripduration | starttime                | stoptime                 |   start station id | start station name   |   start station latitude |   start station longitude |   end station id | end station name   |   end station latitude |   end station longitude |   bikeid | usertype   |   birth year |   gender |
|---------------:|:-------------------------|:-------------------------|-------------------:|:---------------------|-------------------------:|--------------------------:|-----------------:|:-------------------|-----------------------:|------------------------:|---------:|:-----------|-------------:|---------:|
|            430 | 2018-08-13 00:13:36.1440 | 2018-08-13 00:20:46.3700 |               3276 | Marin Light Rail     |                  40.7146 |                  -74.0428 |             3214 | Essex Light Rail   |                40.7128 |                -74.0365 |    33576 | Subscriber |         1958 |        1 |
|            450 | 2018-08-09 22:07:21.5520 | 2018-08-09 22:14:52.2700 |               3195 | Sip Ave              |                  40.7307 |                  -74.0638 |             3280 | Astor Place        |                40.7193 |                -74.0713 |    29492 | Subscriber |         1984 |        1 |
|            932 | 2018-08-02 12:21:53.2860 | 2018-08-02 12:37:25.3770 |               3186 | Grove St PATH        |                  40.7196 |                  -74.0431 |             3183 | Exchange Place     |                40.7162 |                -74.0335 |    26164 | Subscriber |         1991 |        1 |
|            262 | 2018-08-08 07:13:50.8440 | 2018-08-08 07:18:13.2830 |               3203 | Hamilton Park        |                  40.7276 |                  -74.0442 |             3186 | Grove St PATH      |                40.7196 |                -74.0431 |    33634 | Subscriber |         1983 |        1 |
|            639 | 2018-08-03 14:30:56.4530 | 2018-08-03 14:41:35.5990 |               3195 | Sip Ave              |                  40.7307 |                  -74.0638 |             3280 | Astor Place        |                40.7193 |                -74.0713 |    33603 | Subscriber |         1953 |        2 |
|            516 | 2018-08-27 13:44:20.4310 | 2018-08-27 13:52:57.2980 |               3195 | Sip Ave              |                  40.7307 |                  -74.0638 |             3483 | Montgomery St      |                40.7194 |                -74.051  |    33617 | Subscriber |         1995 |        1 |
|            216 | 2018-08-07 18:51:46.0960 | 2018-08-07 18:55:23.0140 |               3183 | Exchange Place       |                  40.7162 |                  -74.0335 |             3267 | Morris Canal       |                40.7124 |                -74.0385 |    33006 | Subscriber |         1994 |        2 |
|            327 | 2018-08-02 23:22:25.6600 | 2018-08-02 23:27:53.6580 |               3273 | Manila & 1st         |                  40.7217 |                  -74.0429 |             3272 | Jersey & 3rd       |                40.7233 |                -74.046  |    26279 | Subscriber |         1986 |        1 |
|            250 | 2018-08-29 10:18:28.7370 | 2018-08-29 10:22:38.9090 |               3638 | Washington St        |                  40.7243 |                  -74.0355 |             3183 | Exchange Place     |                40.7162 |                -74.0335 |    26158 | Subscriber |         1989 |        1 |
|            237 | 2018-08-02 06:35:54.6040 | 2018-08-02 06:39:51.9140 |               3267 | Morris Canal         |                  40.7124 |                  -74.0385 |             3183 | Exchange Place     |                40.7162 |                -74.0335 |    26191 | Subscriber |         1983 |        1 |


Table #9
Filename: source_6.csv
Sample Rows in Markdown:
|   tripduration | starttime                | stoptime                 |   start station id | start station name   |   start station latitude |   start station longitude |   end station id | end station name   |   end station latitude |   end station longitude |   bikeid | usertype   |   birth year |   gender |
|---------------:|:-------------------------|:-------------------------|-------------------:|:---------------------|-------------------------:|--------------------------:|-----------------:|:-------------------|-----------------------:|------------------------:|---------:|:-----------|-------------:|---------:|
|           1559 | 2019-01-25 21:46:46.3350 | 2019-01-25 22:12:46.2880 |               3210 | Pershing Field       |                  40.7427 |                  -74.0518 |             3481 | York St            |                40.7165 |                -74.041  |    29551 | Subscriber |         1962 |        1 |
|            295 | 2019-01-05 12:47:01.7820 | 2019-01-05 12:51:56.9800 |               3203 | Hamilton Park        |                  40.7276 |                  -74.0442 |             3205 | JC Medical Center  |                40.7165 |                -74.0496 |    26260 | Subscriber |         1979 |        1 |
|            310 | 2019-01-29 22:54:44.6000 | 2019-01-29 22:59:54.8830 |               3195 | Sip Ave              |                  40.7307 |                  -74.0638 |             3280 | Astor Place        |                40.7193 |                -74.0713 |    26278 | Subscriber |         1987 |        1 |
|            478 | 2019-01-07 16:47:12.1160 | 2019-01-07 16:55:10.8720 |               3639 | Harborside           |                  40.7193 |                  -74.0342 |             3203 | Hamilton Park      |                40.7276 |                -74.0442 |    29445 | Subscriber |         1975 |        2 |
|            185 | 2019-01-30 17:31:46.0010 | 2019-01-30 17:34:51.8090 |               3186 | Grove St PATH        |                  40.7196 |                  -74.0431 |             3279 | Dixon Mills        |                40.7216 |                -74.05   |    29658 | Subscriber |         1981 |        2 |
|            174 | 2019-01-15 01:12:44.2360 | 2019-01-15 01:15:38.5590 |               3638 | Washington St        |                  40.7243 |                  -74.0355 |             3199 | Newport Pkwy       |                40.7287 |                -74.0321 |    29298 | Subscriber |         1991 |        1 |
|            287 | 2019-01-01 14:24:19.6850 | 2019-01-01 14:29:07.4870 |               3276 | Marin Light Rail     |                  40.7146 |                  -74.0428 |             3205 | JC Medical Center  |                40.7165 |                -74.0496 |    29588 | Subscriber |         1982 |        2 |
|            317 | 2019-01-14 09:33:48.3680 | 2019-01-14 09:39:06.1100 |               3278 | Monmouth and 6th     |                  40.7257 |                  -74.0488 |             3186 | Grove St PATH      |                40.7196 |                -74.0431 |    29228 | Subscriber |         1983 |        2 |
|            212 | 2019-01-15 06:14:19.5330 | 2019-01-15 06:17:51.8360 |               3267 | Morris Canal         |                  40.7124 |                  -74.0385 |             3183 | Exchange Place     |                40.7162 |                -74.0335 |    29246 | Subscriber |         1994 |        2 |
|            235 | 2019-01-28 15:32:56.1360 | 2019-01-28 15:36:52.0380 |               3205 | JC Medical Center    |                  40.7165 |                  -74.0496 |             3272 | Jersey & 3rd       |                40.7233 |                -74.046  |    29217 | Subscriber |         1956 |        1 |


Table #10
Filename: source_7.csv
Sample Rows in Markdown:
|   tripduration | starttime                | stoptime                 |   start station id | start station name      |   start station latitude |   start station longitude |   end station id | end station name    |   end station latitude |   end station longitude |   bikeid | usertype   |   birth year |   gender |
|---------------:|:-------------------------|:-------------------------|-------------------:|:------------------------|-------------------------:|--------------------------:|-----------------:|:--------------------|-----------------------:|------------------------:|---------:|:-----------|-------------:|---------:|
|            543 | 2018-07-13 11:25:38.7960 | 2018-07-13 11:34:42.3440 |               3194 | McGinley Square         |                  40.7253 |                  -74.0676 |             3206 | Hilltop             |                40.7312 |                -74.0576 |    33563 | Customer   |         1969 |        0 |
|            909 | 2018-07-07 08:33:19.3640 | 2018-07-07 08:48:28.4150 |               3638 | Washington St           |                  40.7243 |                  -74.0355 |             3186 | Grove St PATH       |                40.7196 |                -74.0431 |    26190 | Customer   |         1986 |        1 |
|            266 | 2018-07-09 07:17:46.2680 | 2018-07-09 07:22:12.7420 |               3639 | Harborside              |                  40.7193 |                  -74.0342 |             3202 | Newport PATH        |                40.7272 |                -74.0338 |    26255 | Subscriber |         1984 |        2 |
|            970 | 2018-07-23 14:13:48.1690 | 2018-07-23 14:29:58.7090 |               3185 | City Hall               |                  40.7177 |                  -74.0438 |             3192 | Liberty Light Rail  |                40.7112 |                -74.0557 |    26161 | Customer   |         1969 |        0 |
|            215 | 2018-07-05 17:41:19.8620 | 2018-07-05 17:44:55.0940 |               3201 | Dey St                  |                  40.7377 |                  -74.0669 |             3640 | Journal Square      |                40.7337 |                -74.0625 |    29247 | Subscriber |         1967 |        1 |
|            383 | 2018-07-18 08:22:25.3380 | 2018-07-18 08:28:49.0060 |               3281 | Leonard Gordon Park     |                  40.7459 |                  -74.0573 |             3640 | Journal Square      |                40.7337 |                -74.0625 |    33658 | Subscriber |         1972 |        1 |
|            543 | 2018-07-22 10:47:58.7960 | 2018-07-22 10:57:02.6680 |               3210 | Pershing Field          |                  40.7427 |                  -74.0518 |             3281 | Leonard Gordon Park |                40.7459 |                -74.0573 |    26208 | Subscriber |         1976 |        1 |
|            587 | 2018-07-19 19:54:08.9870 | 2018-07-19 20:03:56.8420 |               3199 | Newport Pkwy            |                  40.7287 |                  -74.0321 |             3199 | Newport Pkwy        |                40.7287 |                -74.0321 |    29305 | Subscriber |         1983 |        1 |
|            527 | 2018-07-26 18:38:23.4770 | 2018-07-26 18:47:11.2530 |               3213 | Van Vorst Park          |                  40.7185 |                  -74.0477 |             3213 | Van Vorst Park      |                40.7185 |                -74.0477 |    29124 | Subscriber |         1986 |        1 |
|            783 | 2018-07-27 07:35:40.9860 | 2018-07-27 07:48:44.0930 |               3277 | Communipaw & Berry Lane |                  40.7144 |                  -74.0666 |             3186 | Grove St PATH       |                40.7196 |                -74.0431 |    29203 | Subscriber |         1984 |        2 |


Table #11
Filename: source_8.csv
Sample Rows in Markdown:
|   tripduration | starttime                | stoptime                 |   start station id | start station name   |   start station latitude |   start station longitude |   end station id | end station name   |   end station latitude |   end station longitude |   bikeid | usertype   |   birth year |   gender |
|---------------:|:-------------------------|:-------------------------|-------------------:|:---------------------|-------------------------:|--------------------------:|-----------------:|:-------------------|-----------------------:|------------------------:|---------:|:-----------|-------------:|---------:|
|            282 | 2018-11-14 08:30:43.2000 | 2018-11-14 08:35:26.1390 |               3278 | Monmouth and 6th     |                  40.7257 |                  -74.0488 |             3186 | Grove St PATH      |                40.7196 |                -74.0431 |    26257 | Subscriber |         1991 |        1 |
|            224 | 2018-11-14 18:58:54.1710 | 2018-11-14 19:02:38.3180 |               3186 | Grove St PATH        |                  40.7196 |                  -74.0431 |             3276 | Marin Light Rail   |                40.7146 |                -74.0428 |    26174 | Subscriber |         1979 |        1 |
|            493 | 2018-11-04 18:46:36.5960 | 2018-11-04 18:54:49.7880 |               3209 | Brunswick St         |                  40.7242 |                  -74.0507 |             3276 | Marin Light Rail   |                40.7146 |                -74.0428 |    33657 | Subscriber |         1978 |        1 |
|            433 | 2018-11-19 12:34:08.2490 | 2018-11-19 12:41:21.7410 |               3202 | Newport PATH         |                  40.7272 |                  -74.0338 |             3272 | Jersey & 3rd       |                40.7233 |                -74.046  |    29303 | Subscriber |         1952 |        1 |
|            294 | 2018-11-05 06:17:14.6990 | 2018-11-05 06:22:09.4040 |               3275 | Columbus Drive       |                  40.7184 |                  -74.0389 |             3272 | Jersey & 3rd       |                40.7233 |                -74.046  |    26232 | Subscriber |         1989 |        1 |
|            104 | 2018-11-20 15:21:41.0530 | 2018-11-20 15:23:25.9400 |               3273 | Manila & 1st         |                  40.7217 |                  -74.0429 |             3186 | Grove St PATH      |                40.7196 |                -74.0431 |    29285 | Subscriber |         1988 |        1 |
|            219 | 2018-11-17 20:36:20.3780 | 2018-11-17 20:39:59.9870 |               3183 | Exchange Place       |                  40.7162 |                  -74.0335 |             3639 | Harborside         |                40.7193 |                -74.0342 |    29471 | Subscriber |         1968 |        1 |
|            137 | 2018-11-12 09:28:36.9920 | 2018-11-12 09:30:54.3890 |               3681 | Grand St             |                  40.7152 |                  -74.0377 |             3275 | Columbus Drive     |                40.7184 |                -74.0389 |    26286 | Subscriber |         1980 |        1 |
|            572 | 2018-11-19 08:26:06.4470 | 2018-11-19 08:35:39.2560 |               3211 | Newark Ave           |                  40.7215 |                  -74.0463 |             3183 | Exchange Place     |                40.7162 |                -74.0335 |    29546 | Subscriber |         1990 |        1 |
|            252 | 2018-11-26 08:13:29.3910 | 2018-11-26 08:17:42.1950 |               3207 | Oakland Ave          |                  40.7376 |                  -74.0525 |             3640 | Journal Square     |                40.7337 |                -74.0625 |    29459 | Subscriber |         1980 |        1 |


Table #12
Filename: source_9.csv
Sample Rows in Markdown:
|   tripduration | starttime                | stoptime                 |   start station id | start station name   |   start station latitude |   start station longitude |   end station id | end station name   |   end station latitude |   end station longitude |   bikeid | usertype   |   birth year |   gender |
|---------------:|:-------------------------|:-------------------------|-------------------:|:---------------------|-------------------------:|--------------------------:|-----------------:|:-------------------|-----------------------:|------------------------:|---------:|:-----------|-------------:|---------:|
|            305 | 2018-12-21 17:17:18.4050 | 2018-12-21 17:22:24.0850 |               3186 | Grove St PATH        |                  40.7196 |                  -74.0431 |             3203 | Hamilton Park      |                40.7276 |                -74.0442 |    29582 | Subscriber |         1984 |        1 |
|            165 | 2018-12-24 12:00:28.8140 | 2018-12-24 12:03:13.9480 |               3276 | Marin Light Rail     |                  40.7146 |                  -74.0428 |             3185 | City Hall          |                40.7177 |                -74.0438 |    29506 | Subscriber |         1973 |        1 |
|            290 | 2018-12-04 17:00:28.5210 | 2018-12-04 17:05:18.6050 |               3186 | Grove St PATH        |                  40.7196 |                  -74.0431 |             3203 | Hamilton Park      |                40.7276 |                -74.0442 |    29126 | Subscriber |         1982 |        2 |
|            793 | 2018-12-03 19:11:19.4590 | 2018-12-03 19:24:33.1430 |               3183 | Exchange Place       |                  40.7162 |                  -74.0335 |             3481 | York St            |                40.7165 |                -74.041  |    29508 | Subscriber |         1962 |        1 |
|            273 | 2018-12-21 15:33:09.2140 | 2018-12-21 15:37:42.6370 |               3267 | Morris Canal         |                  40.7124 |                  -74.0385 |             3183 | Exchange Place     |                40.7162 |                -74.0335 |    33744 | Subscriber |         1990 |        1 |
|            260 | 2018-12-01 19:13:40.4080 | 2018-12-01 19:18:01.0040 |               3194 | McGinley Square      |                  40.7253 |                  -74.0676 |             3640 | Journal Square     |                40.7337 |                -74.0625 |    29197 | Subscriber |         1981 |        1 |
|           2497 | 2018-12-19 16:10:10.6680 | 2018-12-19 16:51:48.1570 |               3185 | City Hall            |                  40.7177 |                  -74.0438 |             3185 | City Hall          |                40.7177 |                -74.0438 |    29516 | Subscriber |         1973 |        1 |
|            462 | 2018-12-14 10:02:50.2430 | 2018-12-14 10:10:32.5630 |               3281 | Leonard Gordon Park  |                  40.7459 |                  -74.0573 |             3640 | Journal Square     |                40.7337 |                -74.0625 |    29521 | Subscriber |         1998 |        2 |
|            141 | 2018-12-06 20:47:54.5740 | 2018-12-06 20:50:16.3060 |               3211 | Newark Ave           |                  40.7215 |                  -74.0463 |             3270 | Jersey & 6th St    |                40.7253 |                -74.0456 |    30843 | Subscriber |         1951 |        1 |
|            361 | 2018-12-10 07:53:34.3560 | 2018-12-10 07:59:35.5660 |               3203 | Hamilton Park        |                  40.7276 |                  -74.0442 |             3186 | Grove St PATH      |                40.7196 |                -74.0431 |    26221 | Subscriber |         1992 |        1 |


Target Schema:
|   tripduration | starttime                | stoptime                 |   start station id | start station name   |   start station latitude |   start station longitude |   end station id | end station name   |   end station latitude |   end station longitude |   bikeid | usertype   |   birth year |   gender |
|---------------:|:-------------------------|:-------------------------|-------------------:|:---------------------|-------------------------:|--------------------------:|-----------------:|:-------------------|-----------------------:|------------------------:|---------:|:-----------|-------------:|---------:|
|            425 | 2019-01-06 10:34:23.9390 | 2019-01-06 10:41:29.1960 |               3185 | City Hall            |                  40.7177 |                  -74.0438 |             3214 | Essex Light Rail   |                40.7128 |                -74.0365 |    26254 | Subscriber |         1983 |        2 |
|             99 | 2019-01-03 09:03:14.0790 | 2019-01-03 09:04:53.3530 |               3183 | Exchange Place       |                  40.7162 |                  -74.0335 |             3639 | Harborside         |                40.7193 |                -74.0342 |    26208 | Subscriber |         1963 |        1 |
|            489 | 2019-01-03 18:24:17.5680 | 2019-01-03 18:32:26.6150 |               3183 | Exchange Place       |                  40.7162 |                  -74.0335 |             3638 | Washington St      |                40.7243 |                -74.0355 |    29610 | Customer   |         1988 |        1 |
|            295 | 2019-01-30 22:16:21.9340 | 2019-01-30 22:21:17.8580 |               3275 | Columbus Drive       |                  40.7184 |                  -74.0389 |             3267 | Morris Canal       |                40.7124 |                -74.0385 |    29489 | Subscriber |         1960 |        1 |
|            423 | 2019-01-28 22:52:47.6410 | 2019-01-28 22:59:50.8650 |               3195 | Sip Ave              |                  40.7307 |                  -74.0638 |             3210 | Pershing Field     |                40.7427 |                -74.0518 |    29450 | Subscriber |         1985 |        1 |
|            464 | 2019-01-07 07:28:33.3940 | 2019-01-07 07:36:17.8120 |               3192 | Liberty Light Rail   |                  40.7112 |                  -74.0557 |             3186 | Grove St PATH      |                40.7196 |                -74.0431 |    29245 | Subscriber |         1985 |        1 |
|            422 | 2019-01-19 15:05:01.8730 | 2019-01-19 15:12:04.0360 |               3195 | Sip Ave              |                  40.7307 |                  -74.0638 |             3212 | Christ Hospital    |                40.7348 |                -74.0504 |    26201 | Subscriber |         1981 |        1 |
|            401 | 2019-01-04 08:39:02.2530 | 2019-01-04 08:45:43.8700 |               3203 | Hamilton Park        |                  40.7276 |                  -74.0442 |             3639 | Harborside         |                40.7193 |                -74.0342 |    26311 | Subscriber |         1954 |        1 |
|            233 | 2019-01-08 18:15:06.2950 | 2019-01-08 18:18:59.5420 |               3186 | Grove St PATH        |                  40.7196 |                  -74.0431 |             3278 | Monmouth and 6th   |                40.7257 |                -74.0488 |    26216 | Subscriber |         1971 |        1 |
|            417 | 2019-01-22 18:02:52.1710 | 2019-01-22 18:09:49.4710 |               3195 | Sip Ave              |                  40.7307 |                  -74.0638 |             3210 | Pershing Field     |                40.7427 |                -74.0518 |    29646 | Subscriber |         1987 |        1 |

Return only the final code in markdown codeblock format, without any additional text or explanation. 



target: target.csv
train: source_0.csv
source_1.csv
source_10.csv
source_11.csv
source_2.csv
source_3.csv
source_4.csv
source_5.csv
source_6.csv
source_7.csv
source_8.csv
source_9.csv
test: test_0.csv
test_1.csv
test_10.csv
test_11.csv
test_2.csv
test_3.csv
test_4.csv
test_5.csv
test_6.csv
test_7.csv
test_8.csv
test_9.csv