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:
|   bid_id | bid_id_header   | message_timestamp              | message_sender   | pii_cleaned_message                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             | Label 1                     | Label 2   | Label 3   | Label 4   | Label 5   | Note   | category                        |
|---------:|:----------------|:-------------------------------|:-----------------|:----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:----------------------------|:----------|:----------|:----------|:----------|:-------|:--------------------------------|
| 57841885 |                 | 2017-05-03 03:24:31.822876 UTC | Pro              | I can make 12 to 3 available as well but I have to find a sitter.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               | Scheduling - Meeting or Job |           |           |           |           |        | Massage Therapy                 |
| 72014704 |                 | 2017-11-15 22:28:33.979335 UTC | Pro              | Sounds great, see you then                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      |                             |           |           |           |           |        | Gutter Cleaning and Maintenance |
| 67237495 |                 | 2017-09-18 16:30:07.379981 UTC | Pro              | Hi there [PERSON_NAME] for whatever reason I am just now seeing this notification.   I usually prep at my Resturant and then take over.. I charge around 45 dollars a head for a 4 course meal delivered.. (I'm in [LOCATION] also) and just do a couple fun appetizers and steak with a starch and whatever seasonal vegetables at the time. The deserts are rotating so I just adjust to the occasion. Were you able to get anyone for them? For future notice keep me in mind, would love to help :)  my cell is [PHONE_NUMBER] and email is [EMAIL_ADDRESS] |                             |           |           |           |           |        | Personal Chef                   |
| 66969998 | 66969998.0      | 2017-09-07 20:28:21.846053 UTC | Customer         | Hi [PERSON_NAME],                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               |                             |           |           |           |           |        | Wedding and Event Makeup        |
|          |                 |                                |                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |                             |           |           |           |           |        |                                 |
|          |                 |                                |                  | You have quite the impressive portfolio, and you are so reasonable. I would be a fool not to sign up for a trial with you.                                                                                                                                                                                                                                                                                                                                                                                                                                      |                             |           |           |           |           |        |                                 |
|          |                 |                                |                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |                             |           |           |           |           |        |                                 |
|          |                 |                                |                  | I do also want to mention that one of my bridesmaids is a man as he has a bit of a 5 o'clock shadow. He usually uses a pretty heavy caking technique when going in drag to cover it up, but we are definitely wanting a softer look for the wedding. I figure you would have some thoughts on how to work with that, but wanted to be sure to put it out there.                                                                                                                                                                                                 |                             |           |           |           |           |        |                                 |
|          |                 |                                |                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |                             |           |           |           |           |        |                                 |
|          |                 |                                |                  | I have a tentatively schedule except for Saturdays for the next few weeks and Thursday's. I am a substitute teacher, so Sunday's are a guarantee, but if I am called in during the week I have to reschedule. The likeliness of being called in suddenly is slim, but there is a chance. I look forward to meeting you and seeing what we come up with!                                                                                                                                                                                                         |                             |           |           |           |           |        |                                 |
|          |                 |                                |                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |                             |           |           |           |           |        |                                 |
|          |                 |                                |                  | Thank you,                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      |                             |           |           |           |           |        |                                 |
|          |                 |                                |                  | [PERSON_NAME]                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   |                             |           |           |           |           |        |                                 |
| 75586995 |                 | 2018-01-06 02:02:48.868827 UTC | Pro              | I can do friday afternoon after 12pm anytime. If you could give me a better idea of what types of photos you are looking for (nature, industrial, professional) I can help with choosing a location                                                                                                                                                                                                                                                                                                                                                             |                             |           |           |           |           |        | Portrait Photography            |
| 73434086 |                 | 2017-12-13 17:42:39.024066 UTC | Customer         | My parents' house is under renovation, so I don't think that would work. Thanks for asking though.                                                                                                                                                                                                                                                                                                                                                                                                                                                              |                             |           |           |           |           |        | Portrait Photography            |
| 62554258 |                 | 2017-07-13 01:55:01.06697 UTC  | Customer         | Hello; the safe weighs 737 pounds, can two guys handle this?                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    | Job Details                 |           |           |           |           |        | Local Moving (under 50 miles)   |
| 64099984 |                 | 2017-07-31 04:33:45.386432 UTC | Customer         | It's a bit more than I have but maybe you could help me explore options.                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        | Price                       |           |           |           |           |        | Wedding Florist                 |
| 78426747 |                 | 2018-02-05 21:21:50.330397 UTC | Pro              | Sounds good. Would you be open to Saturday or Friday morning? Which will guarantee natural light for the entire shoot. Or are you wanting to capture the [LOCATION] night lights?                                                                                                                                                                                                                                                                                                                                                                               |                             |           |           |           |           |        | Portrait Photography            |
| 79424507 |                 | 2018-02-15 23:57:08.007217 UTC | Pro              | I will try and get tech contacted to confirm if thats still good time. If not would it be troublesome to reschedule for Saturday between 4-6pm?                                                                                                                                                                                                                                                                                                                                                                                                                 |                             |           |           |           |           |        | Plumbing Drain Repair           |


Table #2
Filename: source_1.csv
Sample Rows in Markdown:
|   bid_id | bid_id_header   | message_timestamp              | message_sender   | pii_cleaned_message                                                                                                                                                                                                                                                                                                                                                                                                                                                             | Label 1     | Label 2                     | Label 3                     | Label 4                     | Label 5   | Note                                                                                          | category                                  |
|---------:|:----------------|:-------------------------------|:-----------------|:--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:------------|:----------------------------|:----------------------------|:----------------------------|:----------|:----------------------------------------------------------------------------------------------|:------------------------------------------|
| 27365009 | 27365009.0      | 2018-02-11 16:54:15.485935 UTC | Customer         | Sounds good! What's next?                                                                                                                                                                                                                                                                                                                                                                                                                                                       |             |                             |                             |                             |           | Quick Reply                                                                                   | Nutritionist                              |
| 27365009 |                 | 2018-02-11 22:20:38.481901 UTC | Pro              | Hi [PERSON_NAME], nice to &quotesee&quote you back! Since it's been two years since we last spoke, perhaps you can tell me if you are still looking for the same thing. How would you like to work together...remotely or in-person? What is your schedule like? Once we determine our first session, you would send payment before hand to my PayPal account before we proceed. I will also send you some forms to complete prior to our session, as well. Best, [PERSON_NAME] | Job Details | Payment                     | Follow-up                   | Scheduling - Meeting or Job |           |                                                                                               | Nutritionist                              |
| 27365009 |                 | 2018-02-13 20:02:41.064269 UTC | Customer         | Hi! I’m currently traveling but will reach out as soon as I get back. Thanks!                                                                                                                                                                                                                                                                                                                                                                                                   | Considering |                             |                             |                             |           |                                                                                               | Nutritionist                              |
| 27365009 |                 | 2018-02-13 22:28:17.518399 UTC | Pro              | Sounds good and safe travels! Best, [PERSON_NAME]                                                                                                                                                                                                                                                                                                                                                                                                                               |             |                             |                             |                             |           |                                                                                               | Nutritionist                              |
| 31521550 | 31521550.0      | 2017-05-28 22:26:39.337928 UTC | Customer         | Can you get the door too if I give you photos and measurement                                                                                                                                                                                                                                                                                                                                                                                                                   | Job Details |                             |                             |                             |           |                                                                                               | Door Installation                         |
| 40733372 | 40733372.0      | 2016-09-16 03:10:05.801465 UTC | Pro              | Hi Chaitra,                                                                                                                                                                                                                                                                                                                                                                                                                                                                     | Price       | Follow-up                   | Scheduling - Meeting or Job |                             |           |                                                                                               | Piano Lessons (for children or teenagers) |
|          |                 |                                |                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |             |                             |                             |                             |           |                                                                                               |                                           |
|          |                 |                                |                  | I wanted to follow up on my quote with a coupon code for your child.  Use this link to book your first lesson today and you'll automatically receive $20.00 off.                                                                                                                                                                                                                                                                                                                |             |                             |                             |                             |           |                                                                                               |                                           |
|          |                 |                                |                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |             |                             |                             |                             |           |                                                                                               |                                           |
|          |                 |                                |                  | https://reverblessons.com/t-152344/piano-lessons/75013/20-off                                                                                                                                                                                                                                                                                                                                                                                                                   |             |                             |                             |                             |           |                                                                                               |                                           |
|          |                 |                                |                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |             |                             |                             |                             |           |                                                                                               |                                           |
|          |                 |                                |                  | If you have any questions on getting started, let me know and I'd be happy to help.                                                                                                                                                                                                                                                                                                                                                                                             |             |                             |                             |                             |           |                                                                                               |                                           |
|          |                 |                                |                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |             |                             |                             |                             |           |                                                                                               |                                           |
|          |                 |                                |                  | [PERSON_NAME]                                                                                                                                                                                                                                                                                                                                                                                                                                                                   |             |                             |                             |                             |           |                                                                                               |                                           |
|          |                 |                                |                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |             |                             |                             |                             |           |                                                                                               |                                           |
|          |                 |                                |                  | (855) 253-7766                                                                                                                                                                                                                                                                                                                                                                                                                                                                  |             |                             |                             |                             |           |                                                                                               |                                           |
| 40733372 |                 | 2016-09-22 03:08:25.846714 UTC | Pro              | Hi Chaitra,                                                                                                                                                                                                                                                                                                                                                                                                                                                                     | Price       | Follow-up                   | Contact Information         |                             |           | Is a phone number that is part of a signature of a quote also considered Contact Information? | Piano Lessons (for children or teenagers) |
|          |                 |                                |                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |             |                             |                             |                             |           |                                                                                               |                                           |
|          |                 |                                |                  | Last message here from the Reverb Lessons team.  Were you able to find an instructor for piano lessons?                                                                                                                                                                                                                                                                                                                                                                         |             |                             |                             |                             |           |                                                                                               |                                           |
|          |                 |                                |                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |             |                             |                             |                             |           |                                                                                               |                                           |
|          |                 |                                |                  | I wanted to let you know we've extended your coupon code until today.                                                                                                                                                                                                                                                                                                                                                                                                           |             |                             |                             |                             |           |                                                                                               |                                           |
|          |                 |                                |                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |             |                             |                             |                             |           |                                                                                               |                                           |
|          |                 |                                |                  | https://reverblessons.com/t-152344/piano-lessons/75013/20-off                                                                                                                                                                                                                                                                                                                                                                                                                   |             |                             |                             |                             |           |                                                                                               |                                           |
|          |                 |                                |                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |             |                             |                             |                             |           |                                                                                               |                                           |
|          |                 |                                |                  | [PERSON_NAME] you're having a great week.                                                                                                                                                                                                                                                                                                                                                                                                                                       |             |                             |                             |                             |           |                                                                                               |                                           |
|          |                 |                                |                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |             |                             |                             |                             |           |                                                                                               |                                           |
|          |                 |                                |                  | [PERSON_NAME]                                                                                                                                                                                                                                                                                                                                                                                                                                                                   |             |                             |                             |                             |           |                                                                                               |                                           |
|          |                 |                                |                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |             |                             |                             |                             |           |                                                                                               |                                           |
|          |                 |                                |                  | (855) 253-7766                                                                                                                                                                                                                                                                                                                                                                                                                                                                  |             |                             |                             |                             |           |                                                                                               |                                           |
| 40733372 |                 | 2017-05-17 21:31:35.808767 UTC | Customer         | Hi I am still looking for a piano teacher for my son. Can you please tell me your price and for how many minutes? Also, the location? Thanks!                                                                                                                                                                                                                                                                                                                                   | Price       | Location                    |                             |                             |           |                                                                                               | Piano Lessons (for children or teenagers) |
| 40733372 |                 | 2017-05-17 23:11:26.048504 UTC | Pro              | Hi Chaitra,                                                                                                                                                                                                                                                                                                                                                                                                                                                                     | Price       | Scheduling - Meeting or Job | Contact Information         |                             |           |                                                                                               | Piano Lessons (for children or teenagers) |
|          |                 |                                |                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |             |                             |                             |                             |           |                                                                                               |                                           |
|          |                 |                                |                  | [PERSON_NAME], from the Reverb Lessons Support Staff, here!  Although the promotion we offered you back in September is not longer applicable, I'm happy to offer you 10% off your first four lessons.  Here's your custom link to book with [PERSON_NAME] on the site for 10% off the first lesson package:                                                                                                                                                                    |             |                             |                             |                             |           |                                                                                               |                                           |
|          |                 |                                |                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |             |                             |                             |                             |           |                                                                                               |                                           |
|          |                 |                                |                  | https://reverblessons.com/book/instructor/314/lesson/70?_thumbtack_aid=152344&discount_code=THUMBTACK10&utm_source=thumbtack                                                                                                                                                                                                                                                                                                                                                    |             |                             |                             |                             |           |                                                                                               |                                           |
|          |                 |                                |                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |             |                             |                             |                             |           |                                                                                               |                                           |
|          |                 |                                |                  | On the booking page, you can enter your preferred time for the first lesson and a message to [PERSON_NAME]. You'll also be able to create a login so you can access your account in the future.                                                                                                                                                                                                                                                                                 |             |                             |                             |                             |           |                                                                                               |                                           |
|          |                 |                                |                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |             |                             |                             |                             |           |                                                                                               |                                           |
|          |                 |                                |                  | You won't be charged unless [PERSON_NAME] accepts your request.  Let me know if you have any questions along the way!                                                                                                                                                                                                                                                                                                                                                           |             |                             |                             |                             |           |                                                                                               |                                           |
|          |                 |                                |                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |             |                             |                             |                             |           |                                                                                               |                                           |
|          |                 |                                |                  | Best,                                                                                                                                                                                                                                                                                                                                                                                                                                                                           |             |                             |                             |                             |           |                                                                                               |                                           |
|          |                 |                                |                  | Alex                                                                                                                                                                                                                                                                                                                                                                                                                                                                            |             |                             |                             |                             |           |                                                                                               |                                           |
|          |                 |                                |                  | Reverb Lessons                                                                                                                                                                                                                                                                                                                                                                                                                                                                  |             |                             |                             |                             |           |                                                                                               |                                           |
|          |                 |                                |                  | www.ReverbLessons.com                                                                                                                                                                                                                                                                                                                                                                                                                                                           |             |                             |                             |                             |           |                                                                                               |                                           |
|          |                 |                                |                  | [EMAIL_ADDRESS]                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |             |                             |                             |                             |           |                                                                                               |                                           |
|          |                 |                                |                  | (855) 253-7766                                                                                                                                                                                                                                                                                                                                                                                                                                                                  |             |                             |                             |                             |           |                                                                                               |                                           |
| 40733372 |                 | 2017-05-19 21:03:39.759931 UTC | Pro              | Hi Chaitra,                                                                                                                                                                                                                                                                                                                                                                                                                                                                     | Follow-up   | Contact Information         |                             |                             |           |                                                                                               | Piano Lessons (for children or teenagers) |
|          |                 |                                |                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |             |                             |                             |                             |           |                                                                                               |                                           |
|          |                 |                                |                  | Just wanted to check in today while I was on support. Did you have any questions about booking your lessons? I'd be happy to help. Hope you're having a good one!                                                                                                                                                                                                                                                                                                               |             |                             |                             |                             |           |                                                                                               |                                           |
|          |                 |                                |                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |             |                             |                             |                             |           |                                                                                               |                                           |
|          |                 |                                |                  | https://reverblessons.com/book/instructor/314/lesson/70?_thumbtack_aid=152344&discount_code=THUMBTACK10&utm_source=thumbtack                                                                                                                                                                                                                                                                                                                                                    |             |                             |                             |                             |           |                                                                                               |                                           |
|          |                 |                                |                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |             |                             |                             |                             |           |                                                                                               |                                           |
|          |                 |                                |                  | Best,                                                                                                                                                                                                                                                                                                                                                                                                                                                                           |             |                             |                             |                             |           |                                                                                               |                                           |
|          |                 |                                |                  | Alex                                                                                                                                                                                                                                                                                                                                                                                                                                                                            |             |                             |                             |                             |           |                                                                                               |                                           |
|          |                 |                                |                  | Reverb Lessons                                                                                                                                                                                                                                                                                                                                                                                                                                                                  |             |                             |                             |                             |           |                                                                                               |                                           |
|          |                 |                                |                  | www.ReverbLessons.com                                                                                                                                                                                                                                                                                                                                                                                                                                                           |             |                             |                             |                             |           |                                                                                               |                                           |
|          |                 |                                |                  | [EMAIL_ADDRESS]                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |             |                             |                             |                             |           |                                                                                               |                                           |
|          |                 |                                |                  | (855) 253-7766                                                                                                                                                                                                                                                                                                                                                                                                                                                                  |             |                             |                             |                             |           |                                                                                               |                                           |


Table #3
Filename: source_2.csv
Sample Rows in Markdown:
|   bid_id | bid_id_header   | message_timestamp              | message_sender   | pii_cleaned_message                                                                                                                                            | Label 1                     | Label 2                     | Label 3   | Label 4   | Label 5   | Note        | category       |
|---------:|:----------------|:-------------------------------|:-----------------|:---------------------------------------------------------------------------------------------------------------------------------------------------------------|:----------------------------|:----------------------------|:----------|:----------|:----------|:------------|:---------------|
| 29404730 | 29404730.0      | 2017-11-04 01:24:06.036065 UTC | Customer         | Greetings..                                                                                                                                                    | Scheduling - Meeting or Job |                             |           |           |           |             | Resume Writing |
|          |                 |                                |                  | Are you available for resume writing?                                                                                                                          |                             |                             |           |           |           |             |                |
| 30265067 | 30265067.0      | 2018-04-03 17:58:48.35945 UTC  | Customer         | What's your next availability?                                                                                                                                 | Scheduling - Meeting or Job |                             |           |           |           | Quick Reply | Wood Siding    |
| 30265067 |                 | 2018-04-03 17:59:45.382072 UTC | Customer         | I would like to get an  estimate for siding repair                                                                                                             | Price                       | Job Details                 |           |           |           |             | Wood Siding    |
| 30265067 |                 | 2018-04-03 18:29:00.359911 UTC | Pro              | April. Can likely do est this wk & Work maybe the next. let me know your phone # & address.  [LOCATION]. [PERSON_NAME]                                         | Scheduling - Meeting or Job | Contact Information         | Location  | Price     |           |             | Wood Siding    |
| 30265067 |                 | 2018-04-03 18:56:44.639868 UTC | Customer         | [LOCATION] [PHONE_NUMBER]                                                                                                                                      | Location                    | Contact Information         |           |           |           |             | Wood Siding    |
| 37749231 | 37749231.0      | 2017-09-13 13:48:25.31821 UTC  | Customer         | Hey can you do the cleaning today at [LOCATION]                                                                                                                | Scheduling - Meeting or Job | Location                    |           |           |           |             | House Cleaning |
| 37749231 |                 | 2017-09-13 14:08:19.654482 UTC | Pro              | What time frame were you looking at                                                                                                                            | Scheduling - Meeting or Job |                             |           |           |           |             | House Cleaning |
| 37749231 |                 | 2017-09-13 14:11:43.754087 UTC | Pro              | Im no longer doing reacurring cleaning if this is a one time clean i would be happy to accommodate what time today were you looking to have the cleaning done? | Job Details                 | Scheduling - Meeting or Job |           |           |           |             | House Cleaning |
| 37749231 |                 | 2017-09-13 14:13:01.61408 UTC  | Customer         | Yes one time  at 11am                                                                                                                                          | Job Details                 | Scheduling - Meeting or Job |           |           |           |             | House Cleaning |
| 37749231 |                 | 2017-09-13 14:13:54.860535 UTC | Customer         | Can you make 11am?                                                                                                                                             | Scheduling - Meeting or Job |                             |           |           |           |             | House Cleaning |


Table #4
Filename: source_3.csv
Sample Rows in Markdown:
|   bid_id | bid_id_header   | message_timestamp              | message_sender   | pii_cleaned_message                                                                                                                                            | Label 1                     | Label 2                     | Label 3             | Label 4   | Label 5   | Note        | category       |
|---------:|:----------------|:-------------------------------|:-----------------|:---------------------------------------------------------------------------------------------------------------------------------------------------------------|:----------------------------|:----------------------------|:--------------------|:----------|:----------|:------------|:---------------|
| 29404730 | 29404730.0      | 2017-11-04 01:24:06.036065 UTC | Customer         | Greetings..                                                                                                                                                    | Scheduling - Meeting or Job |                             |                     |           |           |             | Resume Writing |
|          |                 |                                |                  | Are you available for resume writing?                                                                                                                          |                             |                             |                     |           |           |             |                |
| 30265067 | 30265067.0      | 2018-04-03 17:58:48.35945 UTC  | Customer         | What's your next availability?                                                                                                                                 | Scheduling - Meeting or Job |                             |                     |           |           | Quick Reply | Wood Siding    |
| 30265067 |                 | 2018-04-03 17:59:45.382072 UTC | Customer         | I would like to get an  estimate for siding repair                                                                                                             | Price                       | Job Details                 |                     |           |           |             | Wood Siding    |
| 30265067 |                 | 2018-04-03 18:29:00.359911 UTC | Pro              | April. Can likely do est this wk & Work maybe the next. let me know your phone # & address.  [LOCATION]. [PERSON_NAME]                                         | Price                       | Scheduling - Meeting or Job | Contact Information | Location  |           |             | Wood Siding    |
| 30265067 |                 | 2018-04-03 18:56:44.639868 UTC | Customer         | [LOCATION] [PHONE_NUMBER]                                                                                                                                      | Location                    | Contact Information         |                     |           |           |             | Wood Siding    |
| 37749231 | 37749231.0      | 2017-09-13 13:48:25.31821 UTC  | Customer         | Hey can you do the cleaning today at [LOCATION]                                                                                                                | Scheduling - Meeting or Job | Location                    |                     |           |           |             | House Cleaning |
| 37749231 |                 | 2017-09-13 14:08:19.654482 UTC | Pro              | What time frame were you looking at                                                                                                                            | Scheduling - Meeting or Job |                             |                     |           |           |             | House Cleaning |
| 37749231 |                 | 2017-09-13 14:11:43.754087 UTC | Pro              | Im no longer doing reacurring cleaning if this is a one time clean i would be happy to accommodate what time today were you looking to have the cleaning done? | Job Details                 | Scheduling - Meeting or Job |                     |           |           |             | House Cleaning |
| 37749231 |                 | 2017-09-13 14:13:01.61408 UTC  | Customer         | Yes one time  at 11am                                                                                                                                          | Job Details                 | Scheduling - Meeting or Job |                     |           |           |             | House Cleaning |
| 37749231 |                 | 2017-09-13 14:13:54.860535 UTC | Customer         | Can you make 11am?                                                                                                                                             | Scheduling - Meeting or Job |                             |                     |           |           |             | House Cleaning |


Table #5
Filename: source_4.csv
Sample Rows in Markdown:
|   bid_id | bid_id_header   | message_timestamp              | message_sender   | pii_cleaned_message                                                                                                                                                                                                                                                                                                                                                                                                                                                             | Label 1                     | Label 2                     | Label 3             | Label 4     | Label 5                | Note        | category                                  |
|---------:|:----------------|:-------------------------------|:-----------------|:--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:----------------------------|:----------------------------|:--------------------|:------------|:-----------------------|:------------|:------------------------------------------|
| 27365009 | 27365009.0      | 2018-02-11 16:54:15.485935 UTC | Customer         | Sounds good! What's next?                                                                                                                                                                                                                                                                                                                                                                                                                                                       |                             |                             |                     |             |                        | Quick Reply | Nutritionist                              |
| 27365009 |                 | 2018-02-11 22:20:38.481901 UTC | Pro              | Hi [PERSON_NAME], nice to &quotesee&quote you back! Since it's been two years since we last spoke, perhaps you can tell me if you are still looking for the same thing. How would you like to work together...remotely or in-person? What is your schedule like? Once we determine our first session, you would send payment before hand to my PayPal account before we proceed. I will also send you some forms to complete prior to our session, as well. Best, [PERSON_NAME] | Follow-up                   | Scheduling - Meeting or Job | Payment             | Job Details | Confirmation - Contact |             | Nutritionist                              |
| 27365009 |                 | 2018-02-13 20:02:41.064269 UTC | Customer         | Hi! I’m currently traveling but will reach out as soon as I get back. Thanks!                                                                                                                                                                                                                                                                                                                                                                                                   | Scheduling - Meeting or Job |                             |                     |             |                        |             | Nutritionist                              |
| 27365009 |                 | 2018-02-13 22:28:17.518399 UTC | Pro              | Sounds good and safe travels! Best, [PERSON_NAME]                                                                                                                                                                                                                                                                                                                                                                                                                               |                             |                             |                     |             |                        |             | Nutritionist                              |
| 31521550 | 31521550.0      | 2017-05-28 22:26:39.337928 UTC | Customer         | Can you get the door too if I give you photos and measurement                                                                                                                                                                                                                                                                                                                                                                                                                   | Job Details                 |                             |                     |             |                        |             | Door Installation                         |
| 40733372 | 40733372.0      | 2016-09-16 03:10:05.801465 UTC | Pro              | Hi Chaitra,                                                                                                                                                                                                                                                                                                                                                                                                                                                                     | Follow-up                   | Price                       |                     |             |                        |             | Piano Lessons (for children or teenagers) |
|          |                 |                                |                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |                             |                             |                     |             |                        |             |                                           |
|          |                 |                                |                  | I wanted to follow up on my quote with a coupon code for your child.  Use this link to book your first lesson today and you'll automatically receive $20.00 off.                                                                                                                                                                                                                                                                                                                |                             |                             |                     |             |                        |             |                                           |
|          |                 |                                |                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |                             |                             |                     |             |                        |             |                                           |
|          |                 |                                |                  | https://reverblessons.com/t-152344/piano-lessons/75013/20-off                                                                                                                                                                                                                                                                                                                                                                                                                   |                             |                             |                     |             |                        |             |                                           |
|          |                 |                                |                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |                             |                             |                     |             |                        |             |                                           |
|          |                 |                                |                  | If you have any questions on getting started, let me know and I'd be happy to help.                                                                                                                                                                                                                                                                                                                                                                                             |                             |                             |                     |             |                        |             |                                           |
|          |                 |                                |                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |                             |                             |                     |             |                        |             |                                           |
|          |                 |                                |                  | [PERSON_NAME]                                                                                                                                                                                                                                                                                                                                                                                                                                                                   |                             |                             |                     |             |                        |             |                                           |
|          |                 |                                |                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |                             |                             |                     |             |                        |             |                                           |
|          |                 |                                |                  | (855) 253-7766                                                                                                                                                                                                                                                                                                                                                                                                                                                                  |                             |                             |                     |             |                        |             |                                           |
| 40733372 |                 | 2016-09-22 03:08:25.846714 UTC | Pro              | Hi Chaitra,                                                                                                                                                                                                                                                                                                                                                                                                                                                                     | Follow-up                   | Contact Information         | Price               |             |                        |             | Piano Lessons (for children or teenagers) |
|          |                 |                                |                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |                             |                             |                     |             |                        |             |                                           |
|          |                 |                                |                  | Last message here from the Reverb Lessons team.  Were you able to find an instructor for piano lessons?                                                                                                                                                                                                                                                                                                                                                                         |                             |                             |                     |             |                        |             |                                           |
|          |                 |                                |                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |                             |                             |                     |             |                        |             |                                           |
|          |                 |                                |                  | I wanted to let you know we've extended your coupon code until today.                                                                                                                                                                                                                                                                                                                                                                                                           |                             |                             |                     |             |                        |             |                                           |
|          |                 |                                |                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |                             |                             |                     |             |                        |             |                                           |
|          |                 |                                |                  | https://reverblessons.com/t-152344/piano-lessons/75013/20-off                                                                                                                                                                                                                                                                                                                                                                                                                   |                             |                             |                     |             |                        |             |                                           |
|          |                 |                                |                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |                             |                             |                     |             |                        |             |                                           |
|          |                 |                                |                  | [PERSON_NAME] you're having a great week.                                                                                                                                                                                                                                                                                                                                                                                                                                       |                             |                             |                     |             |                        |             |                                           |
|          |                 |                                |                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |                             |                             |                     |             |                        |             |                                           |
|          |                 |                                |                  | [PERSON_NAME]                                                                                                                                                                                                                                                                                                                                                                                                                                                                   |                             |                             |                     |             |                        |             |                                           |
|          |                 |                                |                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |                             |                             |                     |             |                        |             |                                           |
|          |                 |                                |                  | (855) 253-7766                                                                                                                                                                                                                                                                                                                                                                                                                                                                  |                             |                             |                     |             |                        |             |                                           |
| 40733372 |                 | 2017-05-17 21:31:35.808767 UTC | Customer         | Hi I am still looking for a piano teacher for my son. Can you please tell me your price and for how many minutes? Also, the location? Thanks!                                                                                                                                                                                                                                                                                                                                   | Job Details                 | Price                       | Location            |             |                        |             | Piano Lessons (for children or teenagers) |
| 40733372 |                 | 2017-05-17 23:11:26.048504 UTC | Pro              | Hi Chaitra,                                                                                                                                                                                                                                                                                                                                                                                                                                                                     | Price                       | Payment                     | Contact Information |             |                        |             | Piano Lessons (for children or teenagers) |
|          |                 |                                |                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |                             |                             |                     |             |                        |             |                                           |
|          |                 |                                |                  | [PERSON_NAME], from the Reverb Lessons Support Staff, here!  Although the promotion we offered you back in September is not longer applicable, I'm happy to offer you 10% off your first four lessons.  Here's your custom link to book with [PERSON_NAME] on the site for 10% off the first lesson package:                                                                                                                                                                    |                             |                             |                     |             |                        |             |                                           |
|          |                 |                                |                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |                             |                             |                     |             |                        |             |                                           |
|          |                 |                                |                  | https://reverblessons.com/book/instructor/314/lesson/70?_thumbtack_aid=152344&discount_code=THUMBTACK10&utm_source=thumbtack                                                                                                                                                                                                                                                                                                                                                    |                             |                             |                     |             |                        |             |                                           |
|          |                 |                                |                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |                             |                             |                     |             |                        |             |                                           |
|          |                 |                                |                  | On the booking page, you can enter your preferred time for the first lesson and a message to [PERSON_NAME]. You'll also be able to create a login so you can access your account in the future.                                                                                                                                                                                                                                                                                 |                             |                             |                     |             |                        |             |                                           |
|          |                 |                                |                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |                             |                             |                     |             |                        |             |                                           |
|          |                 |                                |                  | You won't be charged unless [PERSON_NAME] accepts your request.  Let me know if you have any questions along the way!                                                                                                                                                                                                                                                                                                                                                           |                             |                             |                     |             |                        |             |                                           |
|          |                 |                                |                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |                             |                             |                     |             |                        |             |                                           |
|          |                 |                                |                  | Best,                                                                                                                                                                                                                                                                                                                                                                                                                                                                           |                             |                             |                     |             |                        |             |                                           |
|          |                 |                                |                  | Alex                                                                                                                                                                                                                                                                                                                                                                                                                                                                            |                             |                             |                     |             |                        |             |                                           |
|          |                 |                                |                  | Reverb Lessons                                                                                                                                                                                                                                                                                                                                                                                                                                                                  |                             |                             |                     |             |                        |             |                                           |
|          |                 |                                |                  | www.ReverbLessons.com                                                                                                                                                                                                                                                                                                                                                                                                                                                           |                             |                             |                     |             |                        |             |                                           |
|          |                 |                                |                  | [EMAIL_ADDRESS]                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |                             |                             |                     |             |                        |             |                                           |
|          |                 |                                |                  | (855) 253-7766                                                                                                                                                                                                                                                                                                                                                                                                                                                                  |                             |                             |                     |             |                        |             |                                           |
| 40733372 |                 | 2017-05-19 21:03:39.759931 UTC | Pro              | Hi Chaitra,                                                                                                                                                                                                                                                                                                                                                                                                                                                                     | Follow-up                   | Contact Information         |                     |             |                        |             | Piano Lessons (for children or teenagers) |
|          |                 |                                |                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |                             |                             |                     |             |                        |             |                                           |
|          |                 |                                |                  | Just wanted to check in today while I was on support. Did you have any questions about booking your lessons? I'd be happy to help. Hope you're having a good one!                                                                                                                                                                                                                                                                                                               |                             |                             |                     |             |                        |             |                                           |
|          |                 |                                |                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |                             |                             |                     |             |                        |             |                                           |
|          |                 |                                |                  | https://reverblessons.com/book/instructor/314/lesson/70?_thumbtack_aid=152344&discount_code=THUMBTACK10&utm_source=thumbtack                                                                                                                                                                                                                                                                                                                                                    |                             |                             |                     |             |                        |             |                                           |
|          |                 |                                |                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |                             |                             |                     |             |                        |             |                                           |
|          |                 |                                |                  | Best,                                                                                                                                                                                                                                                                                                                                                                                                                                                                           |                             |                             |                     |             |                        |             |                                           |
|          |                 |                                |                  | Alex                                                                                                                                                                                                                                                                                                                                                                                                                                                                            |                             |                             |                     |             |                        |             |                                           |
|          |                 |                                |                  | Reverb Lessons                                                                                                                                                                                                                                                                                                                                                                                                                                                                  |                             |                             |                     |             |                        |             |                                           |
|          |                 |                                |                  | www.ReverbLessons.com                                                                                                                                                                                                                                                                                                                                                                                                                                                           |                             |                             |                     |             |                        |             |                                           |
|          |                 |                                |                  | [EMAIL_ADDRESS]                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |                             |                             |                     |             |                        |             |                                           |
|          |                 |                                |                  | (855) 253-7766                                                                                                                                                                                                                                                                                                                                                                                                                                                                  |                             |                             |                     |             |                        |             |                                           |


Table #6
Filename: source_5.csv
Sample Rows in Markdown:
|   sampled_bid_id | message_timestamp              | message_sender   | message                                                                                                                                                                                                                                                                                                                               | category                                   | agent_group   |
|-----------------:|:-------------------------------|:-----------------|:--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:-------------------------------------------|:--------------|
|         76829063 | 2018-03-08 06:59:46.025391 UTC | Pro              | Hi Erica! I just wanted to touch base with you and see if you had any more questions regarding bridal makeup!                                                                                                                                                                                                                         | Wedding and Event Makeup                   | agent_2       |
|         76024374 | 2018-01-11 19:49:25.097898 UTC | Customer         | I have some questions please                                                                                                                                                                                                                                                                                                          | Local Moving (under 50 miles)              | agent_1       |
|         72754250 | 2017-11-27 15:39:00.546661 UTC | Customer         | 2P works.  Sandro will be at the home to meet you.  814-504-2165                                                                                                                                                                                                                                                                      | Pest Control Services                      | agent_1       |
|                  |                                |                  | Address: 540 Valley Hall Dr. - 30350.                                                                                                                                                                                                                                                                                                 |                                            |               |
|         71351584 | 2017-11-06 17:51:11.54679 UTC  | Pro              | 908-484-4183                                                                                                                                                                                                                                                                                                                          | Interior Painting                          | agent_3       |
|         77953826 | 2018-02-10 12:56:12.862151 UTC | Pro              | Sure. I lay the foundation for boundaries for the dog. This is the issue you are having and one that I can help with. I'm not necessarily sure what you're meaning with treat aggression. Could you help me understand? It's time to take your home back and feel comfortable. Please let me know if you're ready to do that. Thanks! | Dog Training                               | agent_1       |
|         86008798 | 2018-04-13 18:51:27.95122 UTC  | Pro              | No problem, would you like to schedule for Sunday morning?                                                                                                                                                                                                                                                                            | Violin Lessons (for children or teenagers) | agent_3       |
|         81630947 | 2018-03-08 00:55:34.58518 UTC  | Pro              | Thanks for letting me know. If you need any help with training at a later time, please let me know.                                                                                                                                                                                                                                   | Dog Training                               | agent_1       |
|                  |                                |                  | Take care                                                                                                                                                                                                                                                                                                                             |                                            |               |
|         70886839 | 2017-11-03 14:17:49.068829 UTC | Pro              | Morning Nahami, You have received an email containing your Thanksgiving menu from the following email address: freshaspromised@gmail.com. Look forward to hearing back from you!                                                                                                                                                      | Personal Chef                              | agent_1       |
|         87461777 | 2018-04-25 13:29:23.29656 UTC  | Customer         | 9440 Bellaire Blvd.                                                                                                                                                                                                                                                                                                                   | Exterior Painting                          | agent_3       |
|         78752068 | 2018-03-17 00:18:39.873848 UTC | Customer         | Thanks Jacqueline, will do!                                                                                                                                                                                                                                                                                                           | Writing and Editing Services               | agent_3       |
|                  |                                |                  | Are you planning to proceed with the last to grants we discussed regarding my after school enrichment/adult career and education programs?                                                                                                                                                                                            |                                            |               |


Table #7
Filename: source_6.csv
Sample Rows in Markdown:
|   bid_id | bid_id_header   | message_timestamp              | message_sender   | pii_cleaned_message                                                                                                                                            | Label 1                     | Label 2                     | Label 3   | Label 4   | Label 5   | Note               | category       | 5040   | 100.00%   |
|---------:|:----------------|:-------------------------------|:-----------------|:---------------------------------------------------------------------------------------------------------------------------------------------------------------|:----------------------------|:----------------------------|:----------|:----------|:----------|:-------------------|:---------------|:-------|:----------|
| 29404730 | 29404730.0      | 2017-11-04 01:24:06.036065 UTC | Customer         | Greetings..                                                                                                                                                    | Scheduling - Meeting or Job |                             |           |           |           |                    | Resume Writing | /      | 5040.0    |
|          |                 |                                |                  | Are you available for resume writing?                                                                                                                          |                             |                             |           |           |           |                    |                |        |           |
| 30265067 | 30265067.0      | 2018-04-03 17:58:48.35945 UTC  | Customer         | What's your next availability?                                                                                                                                 | Scheduling - Meeting or Job |                             |           |           |           | Quick Reply        | Wood Siding    | /      |           |
| 30265067 |                 | 2018-04-03 17:59:45.382072 UTC | Customer         | I would like to get an  estimate for siding repair                                                                                                             | Price                       | Job Details                 |           |           |           |                    | Wood Siding    | /      |           |
| 30265067 |                 | 2018-04-03 18:29:00.359911 UTC | Pro              | April. Can likely do est this wk & Work maybe the next. let me know your phone # & address.  [LOCATION]. [PERSON_NAME]                                         | Scheduling - Meeting or Job | Contact Information         | Location  | Price     |           | Mentioned estimate | Wood Siding    | /      |           |
| 30265067 |                 | 2018-04-03 18:56:44.639868 UTC | Customer         | [LOCATION] [PHONE_NUMBER]                                                                                                                                      | Location                    | Contact Information         |           |           |           |                    | Wood Siding    | /      |           |
| 37749231 | 37749231.0      | 2017-09-13 13:48:25.31821 UTC  | Customer         | Hey can you do the cleaning today at [LOCATION]                                                                                                                | Scheduling - Meeting or Job | Location                    |           |           |           | Mentioned cleaning | House Cleaning | /      |           |
| 37749231 |                 | 2017-09-13 14:08:19.654482 UTC | Pro              | What time frame were you looking at                                                                                                                            | Scheduling - Meeting or Job |                             |           |           |           |                    | House Cleaning | /      |           |
| 37749231 |                 | 2017-09-13 14:11:43.754087 UTC | Pro              | Im no longer doing reacurring cleaning if this is a one time clean i would be happy to accommodate what time today were you looking to have the cleaning done? | Job Details                 | Scheduling - Meeting or Job |           |           |           |                    | House Cleaning | /      |           |
| 37749231 |                 | 2017-09-13 14:13:01.61408 UTC  | Customer         | Yes one time  at 11am                                                                                                                                          | Job Details                 | Scheduling - Meeting or Job |           |           |           |                    | House Cleaning | /      |           |
| 37749231 |                 | 2017-09-13 14:13:54.860535 UTC | Customer         | Can you make 11am?                                                                                                                                             | Scheduling - Meeting or Job |                             |           |           |           |                    | House Cleaning | /      |           |


Table #8
Filename: source_7.csv
Sample Rows in Markdown:
|   bid_id | bid_id_header   | message_timestamp              | message_sender   | pii_cleaned_message                                                                                                                                                                                                                                                                                                    | Label 1                     | Label 2                     | Label 3   | Label 4   | Label 5   | Note   | category                     |
|---------:|:----------------|:-------------------------------|:-----------------|:-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:----------------------------|:----------------------------|:----------|:----------|:----------|:-------|:-----------------------------|
| 18314236 | 18314236.0      | 2018-01-31 23:16:50.788616 UTC | Customer         | [PERSON_NAME]. You helped us a few years back and we are in need of an electrician again!  Are you able to install a new electrical hook up for a new spa we have purchased?  It requires a dedicated hook up for a 240v spa and will be outdoors. We are in Bay Park area just off I-5. Please let me know... Thanks! | Job Details                 | Location                    |           |           |           |        | Electrical and Wiring Repair |
| 42126696 | 42126696.0      | 2018-03-17 03:13:58.932752 UTC | Customer         | Hi [PERSON_NAME], can you meet me on Sunday 10:15 AM in Westport to see the job?                                                                                                                                                                                                                                       | Scheduling - Meeting or Job | Location                    |           |           |           |        | Tree Trimming and Removal    |
| 42126696 |                 | 2018-03-17 03:19:01.550817 UTC | Pro              | Sunday i can come only afternoon because i will be do another job in the morning, any time you're available afternoon please or mond9                                                                                                                                                                                  | Scheduling - Meeting or Job |                             |           |           |           |        | Tree Trimming and Removal    |
| 42126696 |                 | 2018-03-17 03:20:59.94417 UTC  | Customer         | Hi [PERSON_NAME], what time in the afternoon can you be there?                                                                                                                                                                                                                                                         | Scheduling - Meeting or Job |                             |           |           |           |        | Tree Trimming and Removal    |
|          |                 |                                |                  | -Sante                                                                                                                                                                                                                                                                                                                 |                             |                             |           |           |           |        |                              |
| 42126696 |                 | 2018-03-17 03:22:13.044109 UTC | Pro              | After 4 pm just send me your address and phone number.                                                                                                                                                                                                                                                                 | Contact Information         | Scheduling - Meeting or Job | Location  |           |           |        | Tree Trimming and Removal    |
| 42126696 |                 | 2018-03-17 03:24:47.452388 UTC | Customer         | 7 Dr [PERSON_NAME][LOCATION].                                                                                                                                                                                                                                                                                          | Location                    | Contact Information         |           |           |           |        | Tree Trimming and Removal    |
|          |                 |                                |                  | [PHONE_NUMBER].                                                                                                                                                                                                                                                                                                        |                             |                             |           |           |           |        |                              |
| 42126696 |                 | 2018-03-17 03:26:45.235242 UTC | Pro              | I got you i Wil call you before I come.                                                                                                                                                                                                                                                                                | Confirmation - Contact      |                             |           |           |           |        | Tree Trimming and Removal    |
|          |                 |                                |                  | Thank you have good night                                                                                                                                                                                                                                                                                              |                             |                             |           |           |           |        |                              |
|          |                 |                                |                  | [PERSON_NAME]                                                                                                                                                                                                                                                                                                          |                             |                             |           |           |           |        |                              |
| 42126696 |                 | 2018-03-17 03:27:12.253837 UTC | Customer         | Good night.                                                                                                                                                                                                                                                                                                            |                             |                             |           |           |           |        | Tree Trimming and Removal    |
| 42126696 |                 | 2018-03-18 17:47:03.49291 UTC  | Customer         | Hi [PERSON_NAME], I already hired someone.  Thank you                                                                                                                                                                                                                                                                  | Rejection                   |                             |           |           |           |        | Tree Trimming and Removal    |
| 42126696 |                 | 2018-03-18 18:10:31.704319 UTC | Pro              | No problem                                                                                                                                                                                                                                                                                                             |                             |                             |           |           |           |        | Tree Trimming and Removal    |


Table #9
Filename: source_8.csv
Sample Rows in Markdown:
|   bid_id | bid_id_header   | message_timestamp              | message_sender   | pii_cleaned_message                                                                                                                                                                                                                                                                                                    | Label 1                     | Label 2             | Label 3             | Label 4   | Label 5   | Note   | category                     |
|---------:|:----------------|:-------------------------------|:-----------------|:-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:----------------------------|:--------------------|:--------------------|:----------|:----------|:-------|:-----------------------------|
| 18314236 | 18314236.0      | 2018-01-31 23:16:50.788616 UTC | Customer         | [PERSON_NAME]. You helped us a few years back and we are in need of an electrician again!  Are you able to install a new electrical hook up for a new spa we have purchased?  It requires a dedicated hook up for a 240v spa and will be outdoors. We are in Bay Park area just off I-5. Please let me know... Thanks! | Job Details                 | Location            |                     |           |           |        | Electrical and Wiring Repair |
| 42126696 | 42126696.0      | 2018-03-17 03:13:58.932752 UTC | Customer         | Hi [PERSON_NAME], can you meet me on Sunday 10:15 AM in Westport to see the job?                                                                                                                                                                                                                                       | Scheduling - Meeting or Job | Location            |                     |           |           |        | Tree Trimming and Removal    |
| 42126696 |                 | 2018-03-17 03:19:01.550817 UTC | Pro              | Sunday i can come only afternoon because i will be do another job in the morning, any time you're available afternoon please or mond9                                                                                                                                                                                  | Scheduling - Meeting or Job |                     |                     |           |           |        | Tree Trimming and Removal    |
| 42126696 |                 | 2018-03-17 03:20:59.94417 UTC  | Customer         | Hi [PERSON_NAME], what time in the afternoon can you be there?                                                                                                                                                                                                                                                         | Scheduling - Meeting or Job |                     |                     |           |           |        | Tree Trimming and Removal    |
|          |                 |                                |                  | -Sante                                                                                                                                                                                                                                                                                                                 |                             |                     |                     |           |           |        |                              |
| 42126696 |                 | 2018-03-17 03:22:13.044109 UTC | Pro              | After 4 pm just send me your address and phone number.                                                                                                                                                                                                                                                                 | Scheduling - Meeting or Job | Location            | Contact Information |           |           |        | Tree Trimming and Removal    |
| 42126696 |                 | 2018-03-17 03:24:47.452388 UTC | Customer         | 7 Dr [PERSON_NAME][LOCATION].                                                                                                                                                                                                                                                                                          | Location                    | Contact Information |                     |           |           |        | Tree Trimming and Removal    |
|          |                 |                                |                  | [PHONE_NUMBER].                                                                                                                                                                                                                                                                                                        |                             |                     |                     |           |           |        |                              |
| 42126696 |                 | 2018-03-17 03:26:45.235242 UTC | Pro              | I got you i Wil call you before I come.                                                                                                                                                                                                                                                                                | Confirmation - Contact      |                     |                     |           |           |        | Tree Trimming and Removal    |
|          |                 |                                |                  | Thank you have good night                                                                                                                                                                                                                                                                                              |                             |                     |                     |           |           |        |                              |
|          |                 |                                |                  | [PERSON_NAME]                                                                                                                                                                                                                                                                                                          |                             |                     |                     |           |           |        |                              |
| 42126696 |                 | 2018-03-17 03:27:12.253837 UTC | Customer         | Good night.                                                                                                                                                                                                                                                                                                            |                             |                     |                     |           |           |        | Tree Trimming and Removal    |
| 42126696 |                 | 2018-03-18 17:47:03.49291 UTC  | Customer         | Hi [PERSON_NAME], I already hired someone.  Thank you                                                                                                                                                                                                                                                                  | Rejection                   |                     |                     |           |           |        | Tree Trimming and Removal    |
| 42126696 |                 | 2018-03-18 18:10:31.704319 UTC | Pro              | No problem                                                                                                                                                                                                                                                                                                             |                             |                     |                     |           |           |        | Tree Trimming and Removal    |


Table #10
Filename: source_9.csv
Sample Rows in Markdown:
|   bid_id | bid_id_header   | message_timestamp              | message_sender   | pii_cleaned_message                                                                                                                                                                                                                                                                                                                                                                                                                                                             | Label 1     | Label 2     | Label 3             | Label 4   | Label 5   | Note        | category                                  |
|---------:|:----------------|:-------------------------------|:-----------------|:--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:------------|:------------|:--------------------|:----------|:----------|:------------|:------------------------------------------|
| 27365009 | 27365009.0      | 2018-02-11 16:54:15.485935 UTC | Customer         | Sounds good! What's next?                                                                                                                                                                                                                                                                                                                                                                                                                                                       |             |             |                     |           |           | Quick Reply | Nutritionist                              |
| 27365009 |                 | 2018-02-11 22:20:38.481901 UTC | Pro              | Hi [PERSON_NAME], nice to &quotesee&quote you back! Since it's been two years since we last spoke, perhaps you can tell me if you are still looking for the same thing. How would you like to work together...remotely or in-person? What is your schedule like? Once we determine our first session, you would send payment before hand to my PayPal account before we proceed. I will also send you some forms to complete prior to our session, as well. Best, [PERSON_NAME] |             | Job Details | Payment             |           |           |             | Nutritionist                              |
| 27365009 |                 | 2018-02-13 20:02:41.064269 UTC | Customer         | Hi! I’m currently traveling but will reach out as soon as I get back. Thanks!                                                                                                                                                                                                                                                                                                                                                                                                   | Considering |             |                     |           |           |             | Nutritionist                              |
| 27365009 |                 | 2018-02-13 22:28:17.518399 UTC | Pro              | Sounds good and safe travels! Best, [PERSON_NAME]                                                                                                                                                                                                                                                                                                                                                                                                                               |             |             |                     |           |           |             | Nutritionist                              |
| 31521550 | 31521550.0      | 2017-05-28 22:26:39.337928 UTC | Customer         | Can you get the door too if I give you photos and measurement                                                                                                                                                                                                                                                                                                                                                                                                                   | Job Details |             |                     |           |           |             | Door Installation                         |
| 40733372 | 40733372.0      | 2016-09-16 03:10:05.801465 UTC | Pro              | Hi Chaitra,                                                                                                                                                                                                                                                                                                                                                                                                                                                                     | Price       | Follow-up   | Contact Information |           |           |             | Piano Lessons (for children or teenagers) |
|          |                 |                                |                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |             |             |                     |           |           |             |                                           |
|          |                 |                                |                  | I wanted to follow up on my quote with a coupon code for your child.  Use this link to book your first lesson today and you'll automatically receive $20.00 off.                                                                                                                                                                                                                                                                                                                |             |             |                     |           |           |             |                                           |
|          |                 |                                |                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |             |             |                     |           |           |             |                                           |
|          |                 |                                |                  | https://reverblessons.com/t-152344/piano-lessons/75013/20-off                                                                                                                                                                                                                                                                                                                                                                                                                   |             |             |                     |           |           |             |                                           |
|          |                 |                                |                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |             |             |                     |           |           |             |                                           |
|          |                 |                                |                  | If you have any questions on getting started, let me know and I'd be happy to help.                                                                                                                                                                                                                                                                                                                                                                                             |             |             |                     |           |           |             |                                           |
|          |                 |                                |                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |             |             |                     |           |           |             |                                           |
|          |                 |                                |                  | [PERSON_NAME]                                                                                                                                                                                                                                                                                                                                                                                                                                                                   |             |             |                     |           |           |             |                                           |
|          |                 |                                |                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |             |             |                     |           |           |             |                                           |
|          |                 |                                |                  | (855) 253-7766                                                                                                                                                                                                                                                                                                                                                                                                                                                                  |             |             |                     |           |           |             |                                           |
| 40733372 |                 | 2016-09-22 03:08:25.846714 UTC | Pro              | Hi Chaitra,                                                                                                                                                                                                                                                                                                                                                                                                                                                                     | Price       | Follow-up   | Contact Information |           |           |             | Piano Lessons (for children or teenagers) |
|          |                 |                                |                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |             |             |                     |           |           |             |                                           |
|          |                 |                                |                  | Last message here from the Reverb Lessons team.  Were you able to find an instructor for piano lessons?                                                                                                                                                                                                                                                                                                                                                                         |             |             |                     |           |           |             |                                           |
|          |                 |                                |                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |             |             |                     |           |           |             |                                           |
|          |                 |                                |                  | I wanted to let you know we've extended your coupon code until today.                                                                                                                                                                                                                                                                                                                                                                                                           |             |             |                     |           |           |             |                                           |
|          |                 |                                |                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |             |             |                     |           |           |             |                                           |
|          |                 |                                |                  | https://reverblessons.com/t-152344/piano-lessons/75013/20-off                                                                                                                                                                                                                                                                                                                                                                                                                   |             |             |                     |           |           |             |                                           |
|          |                 |                                |                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |             |             |                     |           |           |             |                                           |
|          |                 |                                |                  | [PERSON_NAME] you're having a great week.                                                                                                                                                                                                                                                                                                                                                                                                                                       |             |             |                     |           |           |             |                                           |
|          |                 |                                |                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |             |             |                     |           |           |             |                                           |
|          |                 |                                |                  | [PERSON_NAME]                                                                                                                                                                                                                                                                                                                                                                                                                                                                   |             |             |                     |           |           |             |                                           |
|          |                 |                                |                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |             |             |                     |           |           |             |                                           |
|          |                 |                                |                  | (855) 253-7766                                                                                                                                                                                                                                                                                                                                                                                                                                                                  |             |             |                     |           |           |             |                                           |
| 40733372 |                 | 2017-05-17 21:31:35.808767 UTC | Customer         | Hi I am still looking for a piano teacher for my son. Can you please tell me your price and for how many minutes? Also, the location? Thanks!                                                                                                                                                                                                                                                                                                                                   | Price       | Job Details | Location            |           |           |             | Piano Lessons (for children or teenagers) |
| 40733372 |                 | 2017-05-17 23:11:26.048504 UTC | Pro              | Hi Chaitra,                                                                                                                                                                                                                                                                                                                                                                                                                                                                     | Price       | Job Details | Contact Information |           |           |             | Piano Lessons (for children or teenagers) |
|          |                 |                                |                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |             |             |                     |           |           |             |                                           |
|          |                 |                                |                  | [PERSON_NAME], from the Reverb Lessons Support Staff, here!  Although the promotion we offered you back in September is not longer applicable, I'm happy to offer you 10% off your first four lessons.  Here's your custom link to book with [PERSON_NAME] on the site for 10% off the first lesson package:                                                                                                                                                                    |             |             |                     |           |           |             |                                           |
|          |                 |                                |                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |             |             |                     |           |           |             |                                           |
|          |                 |                                |                  | https://reverblessons.com/book/instructor/314/lesson/70?_thumbtack_aid=152344&discount_code=THUMBTACK10&utm_source=thumbtack                                                                                                                                                                                                                                                                                                                                                    |             |             |                     |           |           |             |                                           |
|          |                 |                                |                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |             |             |                     |           |           |             |                                           |
|          |                 |                                |                  | On the booking page, you can enter your preferred time for the first lesson and a message to [PERSON_NAME]. You'll also be able to create a login so you can access your account in the future.                                                                                                                                                                                                                                                                                 |             |             |                     |           |           |             |                                           |
|          |                 |                                |                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |             |             |                     |           |           |             |                                           |
|          |                 |                                |                  | You won't be charged unless [PERSON_NAME] accepts your request.  Let me know if you have any questions along the way!                                                                                                                                                                                                                                                                                                                                                           |             |             |                     |           |           |             |                                           |
|          |                 |                                |                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |             |             |                     |           |           |             |                                           |
|          |                 |                                |                  | Best,                                                                                                                                                                                                                                                                                                                                                                                                                                                                           |             |             |                     |           |           |             |                                           |
|          |                 |                                |                  | Alex                                                                                                                                                                                                                                                                                                                                                                                                                                                                            |             |             |                     |           |           |             |                                           |
|          |                 |                                |                  | Reverb Lessons                                                                                                                                                                                                                                                                                                                                                                                                                                                                  |             |             |                     |           |           |             |                                           |
|          |                 |                                |                  | www.ReverbLessons.com                                                                                                                                                                                                                                                                                                                                                                                                                                                           |             |             |                     |           |           |             |                                           |
|          |                 |                                |                  | [EMAIL_ADDRESS]                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |             |             |                     |           |           |             |                                           |
|          |                 |                                |                  | (855) 253-7766                                                                                                                                                                                                                                                                                                                                                                                                                                                                  |             |             |                     |           |           |             |                                           |
| 40733372 |                 | 2017-05-19 21:03:39.759931 UTC | Pro              | Hi Chaitra,                                                                                                                                                                                                                                                                                                                                                                                                                                                                     |             |             |                     |           |           |             | Piano Lessons (for children or teenagers) |
|          |                 |                                |                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |             |             |                     |           |           |             |                                           |
|          |                 |                                |                  | Just wanted to check in today while I was on support. Did you have any questions about booking your lessons? I'd be happy to help. Hope you're having a good one!                                                                                                                                                                                                                                                                                                               |             |             |                     |           |           |             |                                           |
|          |                 |                                |                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |             |             |                     |           |           |             |                                           |
|          |                 |                                |                  | https://reverblessons.com/book/instructor/314/lesson/70?_thumbtack_aid=152344&discount_code=THUMBTACK10&utm_source=thumbtack                                                                                                                                                                                                                                                                                                                                                    |             |             |                     |           |           |             |                                           |
|          |                 |                                |                  |                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |             |             |                     |           |           |             |                                           |
|          |                 |                                |                  | Best,                                                                                                                                                                                                                                                                                                                                                                                                                                                                           |             |             |                     |           |           |             |                                           |
|          |                 |                                |                  | Alex                                                                                                                                                                                                                                                                                                                                                                                                                                                                            |             |             |                     |           |           |             |                                           |
|          |                 |                                |                  | Reverb Lessons                                                                                                                                                                                                                                                                                                                                                                                                                                                                  |             |             |                     |           |           |             |                                           |
|          |                 |                                |                  | www.ReverbLessons.com                                                                                                                                                                                                                                                                                                                                                                                                                                                           |             |             |                     |           |           |             |                                           |
|          |                 |                                |                  | [EMAIL_ADDRESS]                                                                                                                                                                                                                                                                                                                                                                                                                                                                 |             |             |                     |           |           |             |                                           |
|          |                 |                                |                  | (855) 253-7766                                                                                                                                                                                                                                                                                                                                                                                                                                                                  |             |             |                     |           |           |             |                                           |


Target Schema:
|   bid_id | message                                                                                                                                                                                                                                                                                                              |
|---------:|:---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| 18314236 | Hello Brian. You helped us a few years back and we are in need of an electrician again!  Are you able to install a new electrical hook up for a new spa we have purchased?  It requires a dedicated hook up for a 240v spa and will be outdoors. We are in Bay Park area just off I-5. Please let me know... Thanks! |
| 27365009 | Sounds good! What's next?                                                                                                                                                                                                                                                                                            |
| 29404730 | Greetings..                                                                                                                                                                                                                                                                                                          |
|          | Are you available for resume writing?                                                                                                                                                                                                                                                                                |
| 30265067 | What's your next availability?                                                                                                                                                                                                                                                                                       |
| 31521550 | Can you get the door too if I give you photos and measurement                                                                                                                                                                                                                                                        |
| 37749231 | Hey can you do the cleaning today at 937 court street reading pennsylvania                                                                                                                                                                                                                                           |
| 39585061 | Would you do garage epoxy too?                                                                                                                                                                                                                                                                                       |
| 40733372 | Hi Chaitra,                                                                                                                                                                                                                                                                                                          |
|          |                                                                                                                                                                                                                                                                                                                      |
|          | I wanted to follow up on my quote with a coupon code for your child.  Use this link to book your first lesson today and you'll automatically receive $20.00 off.                                                                                                                                                     |
|          |                                                                                                                                                                                                                                                                                                                      |
|          | https://reverblessons.com/t-152344/piano-lessons/75013/20-off                                                                                                                                                                                                                                                        |
|          |                                                                                                                                                                                                                                                                                                                      |
|          | If you have any questions on getting started, let me know and I'd be happy to help.                                                                                                                                                                                                                                  |
|          |                                                                                                                                                                                                                                                                                                                      |
|          | Best,                                                                                                                                                                                                                                                                                                                |
|          | Jason                                                                                                                                                                                                                                                                                                                |
|          |                                                                                                                                                                                                                                                                                                                      |
|          | (855) 253-7766                                                                                                                                                                                                                                                                                                       |
| 42126696 | Hi Alvaro, can you meet me on Sunday 10:15 AM in Westport to see the job?                                                                                                                                                                                                                                            |
| 42530966 | Hi Wendy,                                                                                                                                                                                                                                                                                                            |
|          |                                                                                                                                                                                                                                                                                                                      |
|          | Thank you for checking out my quote for excellent deejay services, if you have any questions or concerns about the quote please let me know and I will be happy to assist- Marlon                                                                                                                                    |

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_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_2.csv
test_3.csv
test_4.csv
test_5.csv
test_6.csv
test_7.csv
test_8.csv
test_9.csv