Task: Data-transform-reshape (source dataset: Auto-Tables)

Given a table, predict what python pandas transformation may be needed on the given input table. Valid choices for transformation include: {"stack", "wide_to_long", "transpose", "pivot", "explode", "ffill", "subtitles"}. Note that each of these is a common Python Pandas operator. Some transformations can have parameters. Each transformation and its parameters are describe as follows.
 
- stack: collapse homogeneous cols into rows.
@param (int): stack_start_idx: zero-based starting column index of the homogeneous column-group.
@param (int): stack_end_idx: zero-based ending column index of the homogeneous column-group.
 
- wide_to_long: collapse repeating col-groups into rows.
@param (int): wide_to_long_start_idx: zero-based starting column index of the repeating col-groups.
@param (int): wide_to_long_end_idx: zero-based ending column index of the repeating col-groups.
 
- transpose: convert rows to columns and vice versa.
 
- pivot: pivot repeating row-groups into cols.
@param (int): pivot_row_frequency: frequency of repeating row-groups.
 
- ffill: fill structurally empty cells in tables.
@param (int): ffill_end_idx: zero-based ending column index of the columns to be filled.
 
- explode: convert composite cells into atomic values
@param (int): explode_column_idx: zero-based column index of the column to be exploded.
 
- subtitle: convert table subtitles into a column.
 
OUTPUT the predicted transformation name along with its parameters for the given INPUT table in a JSON, e.g., {"transformation": "stack", "stack_start_idx": 1, "stack_end_idx": 5}. If the input table needs multi-step transformations (e.g, ffill followed by stack), list JSON of each transformation sequentially in a list, e.g., [{"transformation": "ffill", "ffill_end_idx": 1}, {"transformation": "stack", "stack_start_idx": 1, "stack_end_idx": 5}]. No explanation is needed.

## Input:
| Unnamed: 0   | Title                                                       | US Release         | Co-production partner(s)                                                                           |
|:-------------|:------------------------------------------------------------|:-------------------|:---------------------------------------------------------------------------------------------------|
| L            | Alice in Wonderland                                         | March 5, 2010      | The Zanuck Company, Roth Films and Team Todd                                                       |
| D            | Waking Sleeping Beauty                                      | March 26, 2010     | Stone Circle Pictures                                                                              |
| N            | Oceans                                                      | April 22, 2010     | Disneynature, Participant Media, Pathé, Gatetee Films, Canal+, France 2 Cinema and France 3 Cinema |
| L            | Prince of Persia: The Sands of Time                         | May 28, 2010       | Jerry Bruckheimer Films                                                                            |
| A            | Toy Story 3                                                 | June 18, 2010      | Pixar Animation Studios                                                                            |
| L            | The Sorcerer's Apprentice                                   | July 14, 2010      | Jerry Bruckheimer Films, Saturn Films and Broken Road Productions                                  |
| N            | The Crimson Wing: Mystery of the Flamingos                  | September 7, 2010  | Disneynature, Kudos Pictures and Natural Light Films                                               |
| L            | Secretariat                                                 | October 8, 2010    | Mayhem Pictures                                                                                    |
| L            | Do Dooni Chaar                                              | October 8, 2010    | Planman Motion Pictures, Disney India and Disney World Cinema                                      |
| A            | Tangled                                                     | November 24, 2010  | Walt Disney Animation Studios                                                                      |
| D            | The Boys: The Sherman Brothers' Story                       | November 30, 2010  | Crescendo Productions, Red Hour Films and Traveling Light                                          |
| L            | Tron: Legacy                                                | December 17, 2010  | Sean Bailey Productions                                                                            |
| L            | Anaganaga O Dheerudu                                        | January 21, 2011   | A Bellyful of Dreams Entertainment, Arka Media Works, Disney India and Disney World Cinema         |
| L            | Lilly the Witch: The Journey to Mandolan                    | February 17, 2011  |                                                                                                    |
| A            | Mars Needs Moms                                             | March 11, 2011     | ImageMovers Digital                                                                                |
| L            | Zokkomon                                                    | April 22, 2011     | Disney India and Disney World Cinema                                                               |
| N            | African Cats                                                | April 22, 2011     | Disneynature                                                                                       |
| L            | Prom                                                        | April 29, 2011     |                                                                                                    |
| L            | Pirates of the Caribbean: On Stranger Tides                 | May 20, 2011       | Jerry Bruckheimer Films                                                                            |
| A            | Cars 2                                                      | June 24, 2011      | Pixar Animation Studios                                                                            |
| A            | Winnie the Pooh                                             | July 15, 2011      | Walt Disney Animation Studios                                                                      |
| L            | The Muppets                                                 | November 23, 2011  | Mandeville Films                                                                                   |
| L            | John Carter                                                 | March 9, 2012      |                                                                                                    |
| N            | Chimpanzee                                                  | April 20, 2012     | Disneynature                                                                                       |
| A            | Arjun: The Warrior Prince                                   | May 25, 2012       | Disney India, Disney World Cinema and UTV Motion Pictures                                          |
| A            | Brave                                                       | June 22, 2012      | Pixar Animation Studios                                                                            |
| L            | The Odd Life of Timothy Green                               | August 15, 2012    | Monsterfoot Productions and Scott Sanders Productions                                              |
| A            | Frankenweenie                                               | October 5, 2012    | Tim Burton Productions                                                                             |
| A            | Wreck-It Ralph                                              | November 2, 2012   | Walt Disney Animation Studios                                                                      |
| L            | Oz the Great and Powerful                                   | March 8, 2013      | Roth Films and Curtis-Donen Productions                                                            |
| N            | Wings of Life                                               | April 16, 2013     | Disneynature and Blacklight Films                                                                  |
| A            | Monsters University                                         | June 21, 2013      | Pixar Animation Studios                                                                            |
| L            | The Lone Ranger                                             | July 3, 2013       | Jerry Bruckheimer Films, Blind Wink and Infinitum Nihil                                            |
| A            | Planes                                                      | August 9, 2013     | DisneyToon Studios                                                                                 |
| A            | Frozen                                                      | November 27, 2013  | Walt Disney Animation Studios                                                                      |
| L            | Saving Mr. Banks                                            | December 13, 2013  | BBC Films, Essential Media and Entertainment, Ruby Films and Hopscotch Features                    |
| L            | Muppets Most Wanted                                         | March 21, 2014     | Mandeville Films                                                                                   |
| N            | Bears                                                       | April 18, 2014     | Disneynature                                                                                       |
| L            | Million Dollar Arm                                          | May 16, 2014       | Roth Films and Mayhem Pictures                                                                     |
| L            | Maleficent                                                  | May 30, 2014       | Roth Films                                                                                         |
| A            | Planes: Fire & Rescue                                       | July 18, 2014      | DisneyToon Studios                                                                                 |
| L            | Khoobsurat                                                  | September 19, 2014 | UTV Motion Pictures, Disney India and Anil Kapoor Films                                            |
| L            | Alexander and the Terrible, Horrible, No Good, Very Bad Day | October 10, 2014   | 21 Laps Entertainment and The Jim Henson Company                                                   |
| A            | Big Hero 6                                                  | November 7, 2014   | Walt Disney Animation Studios                                                                      |
| L            | Into the Woods                                              | December 25, 2014  | Lucamar Productions and Marc Platt Productions                                                     |
| L            | McFarland, USA                                              | February 20, 2015  | Mayhem Pictures                                                                                    |
| L            | Cinderella                                                  | March 13, 2015     | Genre Films                                                                                        |
| N            | Monkey Kingdom                                              | April 17, 2015     | Disneynature                                                                                       |
| L            | Tomorrowland                                                | May 22, 2015       | A113 Productions                                                                                   |
| A            | Inside Out                                                  | June 19, 2015      | Pixar Animation Studios                                                                            |
| L            | ABCD 2                                                      | June 19, 2015      | UTV Motion Pictures and Disney India                                                               |
| A            | The Good Dinosaur                                           | November 25, 2015  | Pixar Animation Studios                                                                            |
| L            | The Finest Hours                                            | January 29, 2016   | Whitaker Entertainment and Red Hawk Entertainment                                                  |
| A            | Zootopia                                                    | March 4, 2016      | Walt Disney Animation Studios                                                                      |
| L            | The Jungle Book                                             | April 15, 2016     | Fairview Entertainment                                                                             |
| L            | Alice Through the Looking Glass                             | May 27, 2016       | Roth Films, Team Todd and Tim Burton Productions                                                   |
| A            | Finding Dory                                                | June 17, 2016      | Pixar Animation Studios                                                                            |
| L            | The BFG                                                     | July 1, 2016       | Amblin Entertainment, Reliance Entertainment, Walden Media and The Kennedy/Marshall Company        |
| L            | Pete's Dragon                                               | August 12, 2016    | Whitaker Entertainment                                                                             |
| L            | Queen of Katwe                                              | September 23, 2016 | ESPN Films, Cine Mosaic and Mirabai Films                                                          |
| A            | Moana                                                       | November 23, 2016  | Walt Disney Animation Studios                                                                      |
| L            | Dangal                                                      | December 21, 2016  | Disney India, UTV Motion Pictures and Aamir Khan Productions                                       |
| L            | Beauty and the Beast                                        | March 17, 2017     | Mandeville Films                                                                                   |
| N            | Born in China                                               | April 21, 2017     | Disneynature, Shanghai Media Group and Chuan Films                                                 |
| L            | Pirates of the Caribbean: Dead Men Tell No Tales            | May 26, 2017       | Jerry Bruckheimer Films                                                                            |
| A            | Cars 3                                                      | June 16, 2017      | Pixar Animation Studios                                                                            |
| L            | Jagga Jasoos                                                | July 14, 2017      | Disney India, UTV Motion Pictures, Picture Shuru Entertainment and Ishana Movies                   |

## Output:


source: web
label: explode