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:
| Opening   | Date   | Title                                     | Cast and crew                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     | Release   |
|:----------|:-------|:------------------------------------------|:------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|:----------|
| JANUARY   | 2      | Cargo 200                                 | Aleksei Balabanov(director);Agniya Kuznetsova,Leonid Bichevin, Aleksei Poluyan, Leonid Gromov,Aleksei Serebryakov                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 | L         |
|           | 9      | Bride Wars                                | Gary Winick(director);Greg DePaul,June Diane Raphael,Casey Wilson(screenplay);Kate Hudson,Anne Hathaway,Bryan Greenberg,Chris Pratt,Steve Howey,Candice Bergen,Kristen Johnston                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   | W         |
|           |        | Not Easily Broken                         | Bill Duke(director); Brian Bird (screenplay);Morris Chestnut,Taraji P. Henson,Maeve Quinlan,Kevin Hart,Wood Harris,Eddie Cibrian,Jenifer Lewis,Niecy Nash,Albert Hall,Kwame Boateng,Henry Brown Jr.,Olivia Brown,Lee Reherman,T.D. Jakes, Cannon Jay, Nathaniel Carter, Brendon Terrell                                                                                                                                                                                                                                                                                                                                                                           | W         |
|           |        | The Unborn                                | David S. Goyer(director/screenplay);Odette Yustman,Gary Oldman,Cam Gigandet,Meagan Good,Idris Elba,Jane Alexander,Atticus Shaffer,James Remar,Carla Gugino,C.S. Lee,Rhys Coiro,Ethan Cutkosky,Rachel Brosnahan, Michael Sassone, Craig Harris, Kymberly Mellen, Brian Boland, Roslyn Alexander                                                                                                                                                                                                                                                                                                                                                                    | W         |
|           | 16     | Cherry Blossoms                           | Doris Dörrie(director);Elmar Wepper, Aya Irizuki,Hannelore Elsner,Maximilian Brückner,Nadja Uhl,Birgit Minichmayr                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 | L         |
|           |        | Hotel for Dogs                            | Thor Freudenthal(director); Jeff Lowell,Mark McCorkle,Bob Schooley(screenplay);Emma Roberts,Jake T. Austin,Don Cheadle,Johnny Simmons,Kyla Pratt,Troy Gentile,Lisa Kudrow,Kevin Dillon,Ajay Naidu,Eric Edelstein,Robinne Lee,Yvette Nicole Brown,Maximiliano Hernández, Andre Ware, Jonathan Klein, Kenny Vibert, Steve Liska,Jeremy Howard,Tiya Sircar,Mariah Buzolin,Jim Doughan,Gina St. John,Catherine McCord, Dwayne Swingler,Gregory Sporleder,Cosmo the Dog,Emily Kuroda,Ivan Reitman                                                                                                                                                                      | W         |
|           |        | Made in China                             | Nikkhil Advani(director);Rajat Arora, Shridhar Raghavan (screenplay);Akshay Kumar,Deepika Padukone,Mithun Chakraborty,Ranvir Shorey,Gordon Liu                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    | L         |
|           |        | My Bloody Valentine 3D                    | Patrick Lussier(director);Todd Farmer, Zane Smith (screenplay);Jensen Ackles,Jaime King,Kerr Smith,Betsy Rue,Megan Boone,Edi Gathegi,Tom Atkins,Kevin Tighe,Marc Macaulay,Todd Farmer,Selene Luna,Richard John Walters, Karen Baum, Joy de la Paz, Jeff Hochendoner, Chris Carnel                                                                                                                                                                                                                                                                                                                                                                                 | W         |
|           |        | Notorious                                 | George Tillman Jr.(director);Reggie Rock Bythewood,Cheo Hodari Coker(screenplay);Jamal Woolard,Angela Bassett,Derek Luke,Anthony Mackie,Antonique Smith,Marc John Jefferies,Naturi Naughton,Kevin Phillips,Julia Pace Mitchell,Dennis L.A. White,Edwin Freeman,Sean Ringgold,Anwan Glover,Charles Malik Whitfield,Aunjanue Ellis,John Ventimiglia,David Costabile,Christopher Wallace Jr., Valence Thomas, Jasper Briggs                                                                                                                                                                                                                                          | W         |
|           |        | Paul Blart: Mall Cop                      | Steve Carr(director);Kevin James,Nick Bakay(screenplay); Kevin James,Jayma Mays,Keir O'Donnell,Bobby Cannavale,Adam Ferrara,Peter Gerety,Stephen Rannazzisi,Jamal Mixon,Adhir Kalyan,Erick Avari,Raini Rodriguez,Shirley Knight,Gary Valentine,Allen Covert,Mike Vallely,Jackie Sandler, Mike Escamilla, Jason Ellis, Jason Packham, Rick Thorne, Victor Lopez, Natascha Hopkins, Mookie Barker                                                                                                                                                                                                                                                                   | W         |
|           | 23     | Donkey Punch                              | Oliver Blackburn(director);Nichola Burley,Tom Burke,Jaime Winstone,Robert BoulterandJulian Morris                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 | L         |
|           |        | Ink                                       | Jamin Winans(director); Chris Kelly, Quinn Hunchar, Jessica Duffy                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 | L         |
|           |        | Inkheart                                  | Iain Softley(director);David Lindsay-Abaire(screenplay);Brendan Fraser,Paul Bettany,Helen Mirren,Jim Broadbent,Andy Serkis,Eliza Bennett,Rafi Gavron,Sienna Guillory,Lesley Sharp,Jamie Foreman,Matt King,John Thomson,Jennifer Connelly,Marnix Van Den Broeke,Steve Speirs,Jessie Cave,Adam Bond,Tereza Srbova, Emily Eby,Roger Allam,Paul Kasey,Stephen Graham                                                                                                                                                                                                                                                                                                  | W         |
|           |        | Killshot                                  | John Madden(director);Hossein Amini(screenplay);Diane Lane,Mickey Rourke,Thomas Jane,Joseph Gordon-Levitt,Rosario Dawson,Hal Holbrook,Don McManus,Lois Smith,Tom McCamus,Tony Nappo                                                                                                                                                                                                                                                                                                                                                                                                                                                                               | L         |
|           |        | Possession                                | Joel Bergvall(director);Sarah Michelle Gellar,Lee Pace,Tuva Novotny,Michael Landes,Chelah Horsdal                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 | L         |
|           |        | Outlander                                 | Howard McCain (director);James Caviezel,Sophia Myles,Ron Perlman,John Hurt,Jack Huston                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            | L         |
|           |        | Underworld: Rise of the Lycans            | Patrick Tatopoulos(director);Danny McBride, Dirk Blackman, Howard McCain (screenplay);Michael Sheen,Bill Nighy,Rhona Mitra,Steven Mackintosh,Kevin Grevioux,David Aston,Elizabeth Hawthorne,Craig Parker,Jared Turner,Tania Nolan,Brian Steele,Kate Beckinsale,Shane Brolly, Larry Rew, Timothy Raby, Geraldine Brophy, Leighton Cardno, Jason Hood, Mark Mitchinson, Peter Tait, Eleanor Williams, Edwin Wright                                                                                                                                                                                                                                                  | W         |
|           | 27     | Open Season 2                             | Matthew O'Callaghan, Todd Wilderman (directors); David I. Stern (screenplay);Joel McHale,Mike Epps,Jane Krakowski,Billy Connolly,Crispin Glover,Steve Schirripa,Georgia Engel,Diedrich Bader,Cody Cameron,Fred Stoller,Olivia Hack, Danny Mann,Matthew W. Taylor,Nika Futterman,Dana Belben,Jeff Bennett,Elisa Gabrielli,Nicholas Guest,Bridget Hoffman,Walter Jones,Maurice LaMarche,Scott Menville,Kevin Michael Richardson,Predrag 'Pre_o' Vušovi_, Sean Mullen, Michelle Murdocca, Jacquie Barnbrook, Ranjani Brow, June Christopher, David Cowgill, Rachel Crane, Omar Crook, Lauri Fraser, Wendy Hoffmann, Hans Tester, Zlatan Zuhric-Zuhra                 | W         |
|           | 30     | The Class                                 | Laurent Cantet(director);François Bégaudeau                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       | L         |
|           |        | Luck by Chance                            | Zoya Akhtar(director);Farhan Akhtar,Juhi Chawla,Dimple Kapadia,Rishi Kapoor,Sanjay Kapoor                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         | L         |
|           |        | New in Town                               | Jonas Elmer(director);C. Jay Cox, Ken Rance (screenplay);Renée Zellweger,Harry Connick Jr.,J. K. Simmons,Nathan Fillion,Siobhan Fallon Hogan,Frances Conroy,Rashida Jones, Hilary Carroll, Barbara James Smith, Nancy Drake, Mike O'Brien, Ferron Guerreiro, James Durham, Robert Small, Kristina Dawson                                                                                                                                                                                                                                                                                                                                                          | W         |
|           |        | Taken                                     | Pierre Morel(director);Luc Besson,Robert Mark Kamen(screenplay);Liam Neeson,Maggie Grace,Leland Orser,Jon Gries,David Warshofsky,Holly Valance,Katie Cassidy,Xander Berkeley,Olivier Rabourdin,Gerard Watkins,Famke Janssen,Arben Bajraktaraj,Nicolas Giraud,Camille Japy,Goran Kosti_,Anatole Taubman, Jalil Naciri, Nabil Massad                                                                                                                                                                                                                                                                                                                                | W         |
|           |        | The Uninvited                             | Charles & Thomas Guard (directors); Craig Rosenberg,Doug Miro, Carlo Bernard (screenplay);Emily Browning,Arielle Kebbel,David Strathairn,Elizabeth Banks,Jesse Moss,Kevin McNulty,Don S. Davis,Heather Doerksen, Maya Massar, Lex Burnham, Danny Bristol, Matthew Bristol, Dean Paul Gibson                                                                                                                                                                                                                                                                                                                                                                       | W         |
| FEBRURY   | 4      | Our City Dreams                           | Chiara Clemente (director);Marina Abramovi_,Ghada Amer,Swoon,Kiki Smith,Nancy Spero                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               | L         |
|           | 6      | Coraline                                  | Henry Selick(director/screenplay);Dakota Fanning,Teri Hatcher,Ian McShane,John Hodgman,Keith David,Robert Bailey Jr.,Jennifer Saunders,Dawn French,Jerome Ranft,John Linnell, Carolyn Crawford, Aankha Neal, George Selick, Hannah Kaiser, Marina Budovsky, Harry Selick, Emerson Hatcher, Christopher Murrie, Jeremy Ryder, Yona Prost                                                                                                                                                                                                                                                                                                                           | W         |
|           |        | Fanboys                                   | Kyle Newman(director);Ernest Cline,Adam F. Goldberg(screenplay);Jay Baruchel,Dan Fogler,Sam Huntington,Chris Marquette,Kristen Bell,David Denman,Christopher McDonald,Billy Dee Williams,Danny Trejo,Ethan Suplee,Seth Rogen,Allie Grant,Carrie Fisher,Jason Mewes,Kevin Smith,Jaime King,Danny McBride,Ray Park,Craig Robinson,Joe Lo Truglio,Lou Taylor Pucci,Will Forte,William Shatner,Pell James,Zak Knutson,Noah Segan,Peter Mayhew,Michael Shanks,Armin Shimerman                                                                                                                                                                                          | L         |
|           |        | He's Just Not That into You               | Ken Kwapis(director);Abby Kohn,Marc Silverstein(screenplay);Ben Affleck,Jennifer Aniston,Drew Barrymore,Jennifer Connelly,Kevin Connolly,Bradley Cooper,Ginnifer Goodwin,Scarlett Johansson,Justin Long,Kris Kristofferson,Wilson Cruz,Hedy Burress,Sasha Alexander,Leonardo Nam,Busy Philipps,Natasha Leggero,Angela Shelton,Frances Callier,Brandon Keener,Brooke Bloom,Marc Silverstein,Cory Hardrict,Annie Ilonzeh,Bill Brochtrup,John Ross Bowie, Googy Gress,Greg Behrendt,Luis Guzmán,Mary Stuart Masterson,Cristine Rose,Eric Stoltz                                                                                                                      | W         |
|           |        | Incendiary                                | Sharon Maguire(director/screenplay);Michelle Williams,Ewan McGregor,Matthew Macfadyen,Nicholas Gleaves, Sidney Johnston, Usman Khokhar, Sasha Behar, Ed Hughes, Alibe Parsons, Stewart Wright,Al Hunter Ashton, Benjamin Wilkin, Steve Leatherbarrow, Robin Berry, Mercy Ojelade, Joe Marshall                                                                                                                                                                                                                                                                                                                                                                    | L         |
|           |        | The Pink Panther 2                        | Harald Zwart(director);Steve Martin,Scott Neustadter,Michael H. Weber(screenplay);Steve Martin,Jean Reno,Emily Mortimer,Andy García,Alfred Molina,Yuki Matsuzaki,Aishwarya Rai,John Cleese,Lily Tomlin,Jeremy Irons,Johnny Hallyday,Geoffrey Palmer,Molly Sims,Yevgeni Lazarev,Federico Castelluccio,Harry Van Gorkum,Christiane Amanpour,Sharon Tay,Karen Strassman, Armel Bellec, Jack Metzger, Linda Sans                                                                                                                                                                                                                                                      | W         |
|           |        | Push                                      | Paul McGuigan(director); David Bourla (screenplay);Chris Evans,Dakota Fanning,Camilla Belle,Djimon Hounsou,Joel Gretsch,Ming-Na Wen,Cliff Curtis,Nate Mooney,Corey Stoll,Scott Michael Campbell,Neil Jackson,Maggie Siff,Xiao Lu Li,Haruhiko Yamanouchi,Colin Ford, Paul Car, Kwan Fung Chi                                                                                                                                                                                                                                                                                                                                                                       | W         |
|           |        | The Objective                             | Daniel Myrick(director/screenplay); Mark A. Patton, Wesley Clark Jr. (screenplay); Jonas Ball, Matthew R. Anderson, Jon Huertas                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   | L         |
|           | 7      | Bob the Builder: On Site _ Skyscrapers    | Steven Feldman, Fred Holmes (directors);Marc Silk,Lorelei King                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    | L         |
|           | 13     | Confessions of a Shopaholic               | P.J. Hogan(director);Tim Firth,Tracey Jackson(screenplay);Isla Fisher,Hugh Dancy,Krysten Ritter,John Goodman,Joan Cusack,John Lithgow,Kristin Scott Thomas,Fred Armisen,Leslie Bibb,Lynn Redgrave,Robert Stanton,Julie Hagerty, Nick Cornish,Wendie Malick,Clea Lewis,Stephen Guarino,John Salley,Lennon Parham,Christine Ebersole,Michael Panes,Kelli Barrett,Kristen Connolly,Susan Blommaert,Matt Servitto,Brandi Burkhardt,Scott Evans,Marceline Hugot,Bea Miller,Peyton List,Ed Helms                                                                                                                                                                        | W         |
|           |        | Friday the 13th                           | Marcus Nispel(director);Damian Shannon,Mark Swift(screenplay);Jared Padalecki,Danielle Panabaker,Amanda Righetti,Travis Van Winkle,Aaron Yoo,Derek Mears,Jonathan Sadowski,Julianna Guill,Ben Feldman,Arlen Escarpeta,Ryan Hansen,Willa Ford,Nick Mennell,America Olivo,Kyle Davis,Richard Burgi,Chris Coppola,Nana Visitor,Kathleen Garrett, Stephanie Rhodes                                                                                                                                                                                                                                                                                                    | W         |
|           |        | Gomorrah                                  | Matteo Garrone(director/screenplay);Roberto Saviano, Maurizio Braucci, Ugo Chiti, Gianni Di Gregorio, Massimo Gaudioso (screenplay);Toni Servillo, Gianfelice Imparato,Maria Nazionale, Salvatore Cantalupo, Gigio Morra, Salvatore Abruzzese, Marco Macor, Ciro Petrone, Carmine Paternoster                                                                                                                                                                                                                                                                                                                                                                     | L         |
|           |        | The International                         | Tom Tykwer(director);Eric Warren Singer(screenplay);Clive Owen,Naomi Watts,Armin Mueller-Stahl,Ulrich Thomsen,Brían F. O'Byrne,Patrick Baladi,Haluk Bilginer,Luca Barbareschi,Felix Solis,Jack McGee,Tibor Feldman,James Rebhorn,Remy Auberjonois,Ian Burfield,Ben Whishaw,Peter Jordan,Axel Milberg,Lucian Msamati,Luca Calvani,Eric Warren Singer, Michel Voletti, Jay Villiers, Fabrice Scott, Alessandro Fabrizi, Nilaja Sun, Steven Randazzo                                                                                                                                                                                                                 | W         |
|           |        | The Secret of Moonacre                    | Gábor Csupó(director); Graham Alborough, Lucy Shuttleworth (screenplay);Ioan Gruffudd,Tim Curry,Natascha McElhone,Dakota Blue Richards,Juliet Stevenson,Augustus Prew, Michael Webber,Andy Linden                                                                                                                                                                                                                                                                                                                                                                                                                                                                 | L         |
|           |        | Two Lovers                                | James Gray(director/screenplay);Richard Menello(screenplay);Joaquin Phoenix,Gwyneth Paltrow,Vinessa Shaw,Isabella Rossellini,Elias Koteas,Moni Moshonov, Bob Ari, Julie Budd, Iain J. Bopp, Samantha Ivers, Jeanine Serralles, Miguel Rivera                                                                                                                                                                                                                                                                                                                                                                                                                      | L         |
|           |        | Under the Sea 3D                          | Howard Hall (director);Jim Carrey                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                 | L         |
|           | 20     | Anvil! The Story of Anvil                 | Sacha Gervasi(director)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           | L         |
|           |        | Eleven Minutes                            | Michael Selditch & Rob Tate (directors)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           | L         |
|           |        | Fired Up                                  | Will Gluck(director); Freedom Jones (screenplay);Eric Christian Olsen,Nicholas D'Agosto,Sarah Roemer,Molly Sims,David Walton,AnnaLynne McCord,Adhir Kalyan,Collins Pennie,Juliette Goglia,Hayley Marie Norman,Margo Harshman,Danneel Harris,John Michael Higgins,Philip Baker Hall,Edie McClurg,Jake Sandvig,Nicole Tubiola,Smith Cho,Masi Oka,Michael Blaiklock,Alan Ritchson,Tanya Chisholm,Julianna Guill,Kayla Ewell,Kate French,Joy Osmanski,Jessica Szohr,Kelen Coleman,Francia Raisa,Janel Parrish,Kate Lang Johnson,Jill Latiano,Shoshana Bush,Amber Stevens,Heather Morris,Brian Unger,Andrew Fleming, Madison Riley,Nicholas James,Rachele Brooke Smith | W         |
|           |        | Madea Goes to Jail                        | Tyler Perry(director/screenplay); Tyler Perry,Derek Luke,Keshia Knight Pulliam,Ion Overman,Sofia Vergara,Vanessa Ferlito,David Mann,Tamela Mann, RonReaco Lee,Viola Davis,Keke Palmer,Bobbi Baker, Jackson Walker,Robin Coleman,Aisha Hinds,Benjamín Benítez,Phil McGraw,Mablean Ephriam,Greg Mathis,Al Sharpton,Whoopi Goldberg,Sherri Shepherd,Elisabeth Hasselbeck,Joy Behar,Tom Joyner,Steve Harvey,Michael Baisden,Frank Ski,india.arie, Wanda Smith, Sybil Wilkes, Shirley Strawberry,J. Anthony Brown                                                                                                                                                      | W         |
|           | 25     | Examined Life                             | Astra Taylor(director);Cornel West,Slavoj Žižek,Judith Butler,Kwame Anthony Appiah,Michael Hardt,Martha Nussbaum,Avital Ronell,Peter Singer,Sunaura Taylor                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        | L         |
|           | 27     | An American Affair                        | William Olsson (director); Alex Metcalf (screenplay);Gretchen Mol,James Rebhorn,Cameron Bright,Noah Wyle,Perrey Reeves,Mark Pellegrino, Jimmy Bellinger,Jermaine Crawford, Jerry Hart, Lisa-Lisbeth Finney, Laurel Astri, Sarah Hart, Jerry Whiddon, Monika Samtani, Hannah Williams, Gerry Paradiso, Kris Arnold, Courtney Miller                                                                                                                                                                                                                                                                                                                                | L         |
|           |        | Crossing Over                             | Wayne Kramer(director/screenplay);Harrison Ford,Ray Liotta,Jim Sturgess,Ashley Judd,Cliff Curtis,Alice Braga,Alice Eve,Summer Bishil,Jacqueline Obradors,Justin Chon, Melody Khazae,Marshall Manesh,Leonardo Nam,Tim Chiou,Johnny Young,Lizzy Caplan,Aramis Knight,Mahershalalhashbaz Ali,Bailey Chase,Sarah Shahi,Sung Hi Lee,Josh Gad,Maree Cheatham,Rey Valentin,Michael Cudlitz,Christopher Murray,Joaquín Garrido,Jack Conley,Tammin Sursok,Kevin Alejandro,Claudia Salinas,Alma Martinez,Gigi Rice,Jessica Tuck                                                                                                                                             | L         |
|           |        | Echelon Conspiracy                        | Dir.:Greg Marcks; Cast:Shane West,Edward Burns,Ving Rhames,Jonathan Pryce,Tamara Feldman,Martin Sheen                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             | L         |
|           |        | The Girl with the Dragon Tattoo           | Niels Arden Oplev(director);Nikolaj Arcel,Rasmus Heisterberg(screenplay);Michael Nyqvist,Noomi Rapace,Lena Endre,Sven-Bertil Taube,Peter Haber,Peter Andersson,Marika Lagercrantz,Ingvar Hirdwall,Björn Granath,Ewa Fröling, Michalis Koutsogiannakis,Annika Hallin, Tomas Köhler,Gunnel Lindblom,Gösta Bredefeldt,Stefan Sauk,Jacob Ericksson, Julia Sporre,Tehilla Blad,Sofia Ledarp,David Dencik,Reuben Sallmander, Alexandra Hummingson                                                                                                                                                                                                                       | W         |
|           |        | Jonas Brothers: The 3D Concert Experience | Bruce Hendricks(director);Kevin Jonas,Joe Jonas,Nick Jonas,Demi Lovato,Taylor Swift,Robert "Big Rob" Feggans,John Taylor,Jack Lawless,Ryan Liestman,Greg Garbowsky, Kevin Jonas Sr., Denise Jonas,Frankie Jonas                                                                                                                                                                                                                                                                                                                                                                                                                                                   | W         |
|           |        | Play the Game                             | Marc Fienberg (director);Andy Griffith,Paul Campbell,Liz Sheridan,Doris Roberts,Marla Sokoloff                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    | L         |
|           |        | Street Fighter: The Legend of Chun-Li     | Andrzej Bartkowiak(director);Justin Marks(screenplay);Kristin Kreuk,Chris Klein,Neal McDonough,Robin Shou,Moon Bloodgood,Josie Ho,Taboo,Michael Clarke Duncan,Edmund Chen,Pei Pei Cheng, Elizaveta Kiryukhina,Krystal Vee                                                                                                                                                                                                                                                                                                                                                                                                                                         | W         |
| MARCH     | 4      | 12                                        | Nikita Mikhalkov(director);Sergei Makovetsky, Nikita Mikhalkov,Sergei Garmash,Valentin Gaft,Alexei Petrenko,Yuri Stoyanov                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         | L         |
|           | 6      | Horsemen                                  | Jonas _kerlund(director);David Callaham(screenplay);Dennis Quaid,Zhang Ziyi,Lou Taylor Pucci,Clifton Collins Jr.,Patrick Fugit,Peter Stormare, Daryl Forge,Eric Balfour,Chelcie Ross,Liam James,Deborah Odell,David Dastmalchian,Barry Shabaka Henley,Paul Dooley                                                                                                                                                                                                                                                                                                                                                                                                 | L         |
|           |        | Phoebe in Wonderland                      | Daniel Barnz(director/screenplay);Felicity Huffman,Patricia Clarkson,Elle Fanning,Campbell Scott,Bill Pullman, Ian Colletti,Bailee Madison,Peter Gerety,Madhur Jaffrey,Maddie Corman, Max Baker,Austin Williams,Teala Dunn,Caitlin Sanchez,Marquis Rodriguez, Gracie Bea Lawrence,Tessa Albertson                                                                                                                                                                                                                                                                                                                                                                 | L         |
|           |        | Sherman's Way                             | Craig Saavedra(director);James LeGros,Enrico Colantoni,Brooke Nevin,Donna Murphy                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  | L         |
|           |        | Tokyo!                                    | Michel Gondry,Leos Carax,Bong Joon-ho(directors);Yū Aoi, YosiYosi Arakawa,Jean-François Balmer,Julie Dreyfus,Ayako Fujitani,Ayumi Ito,Teruyuki Kagawa                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             | L         |
|           |        | Watchmen                                  | Zack Snyder(director);David Hayter,Alex Tse(screenplay);Malin _kerman,Billy Crudup,Matthew Goode,Carla Gugino,Jackie Earle Haley,Jeffrey Dean Morgan,Patrick Wilson,Matt Frewer,Stephen McHattie,Laura Mennell,Danny Woodburn,Greg Plitt,James Michael Connor,Robert Wisden,Jerry Wasserman,Frank Novak,Garry Chalk,Ron Fassler,Michael Kopsa,Fulvio Cecere,Ted Cole,Mark Acheson,Chris Gauthier,Jay Brazeau,Dan Payne,Niall Matter,Apollonia Vanova,Leah Gibson,Carrie Genzel,Greg Travis,Salli Saffioti,Sylvester Stallone                                                                                                                                      | W         |
|           | 7      | Barbie Presents: Thumbelina               | Conrad Helten, Nishpeksh Mehra (directors);Kelly Sheridan,Anna Cummer                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             | L         |
|           | 13     | Brothers at War                           | Jake Rademacher (director)                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        | L         |
|           |        | The Cake Eaters                           | Mary Stuart Masterson(director); Jayce Bartok (screenplay);Kristen Stewart,Aaron Stanford,Bruce Dern,Elizabeth Ashley                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                             | L         |
|           |        | The Edge of Love                          | John Maybury(director);Keira Knightley,Sienna Miller,Cillian Murphy,Matthew Rhys                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  | L         |
|           |        | The Last House on the Left                | Dennis Iliadis(director); Adam Alleca,Carl Ellsworth(screenplay);Tony Goldwyn,Monica Potter,Garret Dillahunt,Aaron Paul,Spencer Treat Clark,Martha MacIsaac,Sara Paxton,Riki Lindhome,Michael Bowen, Josh Cox, Usha Khan                                                                                                                                                                                                                                                                                                                                                                                                                                          | W         |
|           |        | Miss March                                | Zach Cregger,Trevor Moore(directors/screenplay); Zach Cregger, Trevor Moore,Raquel Alessi,Molly Stanton,Craig Robinson,Hugh Hefner,Sara Jean Underwood,Carla Jimenez,Cedric Yarbrough,Eve Mauro,Windell Middlebrooks,Tanjareen Martin,Alex Donnelley,Seth Morris,Anthony Jeselnik,Carrie Keagan,Ashley Madison,Annie Ilonzeh,Melissa Ordway,Betsy Rue                                                                                                                                                                                                                                                                                                             | W         |
|           |        | The Perfect Sleep                         | Jeremy Alter (director);Roselyn Sánchez,Denyse Tontz, Anton Pardoe,Patrick Bauchau                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                | L         |
|           |        | Race to Witch Mountain                    | Andy Fickman(director); Matt Lopez,Mark Bomback(screenplay);Dwayne Johnson,AnnaSophia Robb,Alexander Ludwig,Carla Gugino,Ciarán Hinds,Tom Everett Scott,Chris Marquette,Billy Brown,Garry Marshall,Cheech Marin,Kim Richards,Ike Eisenmann,Tom Woodruff Jr.,John Kassir,Bob Koherr,Bryan Fogel,Robert Torti,Jonathan Slavin,Ted Hartley,Meredith Salenger,Suzanne Krull,Christine Lakin,Omar Dorsey,Dennis Hayden,Eva Huang,William J. Birnes,Whitley Strieber,Brokedown Cadillac                                                                                                                                                                                 | W         |
|           |        | Severed Ways                              | Tony Stone(director); Tony Stone, Fiore Tedesco                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   | L         |
|           |        | Sunshine Cleaning                         | Christine Jeffs(director); Megan Holley (screenplay);Amy Adams,Emily Blunt,Alan Arkin,Steve Zahn,Jason Spevack,Mary Lynn Rajskub,Clifton Collins Jr.,Eric Christian Olsen,Paul Dooley,Kevin Chapman,Amy Redford, Anya Alyassin,Amber Midthunder,Maddie Corman                                                                                                                                                                                                                                                                                                                                                                                                     | _         |
|           | 18     | Valentino: The Last Emperor               | Matt Tyrnauer(director);Giancarlo Giammetti,Valentino Garavani                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    | L         |
|           | 20     | Duplicity                                 | Tony Gilroy(director/screenplay);Julia Roberts,Clive Owen,Tom Wilkinson,Paul Giamatti,Denis O'Hare,Kathleen Chalfant,Tom McCarthy,Carrie Preston,Christopher Denham,Oleg Shtefanko,Happy Anderson,Rick Worthy,Ulrich Thomsen,Billy Bob Thornton, Wayne Duvall                                                                                                                                                                                                                                                                                                                                                                                                     | W         |
|           |        | The Great Buck Howard                     | Sean McGinly(director/screenplay);John Malkovich,Colin Hanks,Emily Blunt,Ricky Jay,Steve Zahn,Tom Hanks,Griffin Dunne,Matthew Gray Gubler,Debra Monk,Adam Scott,Patrick Fischler,Wallace Langham,Dave Attell,Don Most,Jonathan Ames,Sandy Martin,Stacey Travis,David Anthony Higgins,Kimberly Scott,Bill Saluga,Gary Coleman,Michael Winslow,Jack Carter,Martha Stewart,Damien Fahey,Conan O'Brien,Jon Stewart,David Blaine,Regis Philbin,Kelly Ripa,George Takei,Mary Hart,Jay Leno,Tom Arnold,Clap Your Hands Say Yeah                                                                                                                                          | L         |
|           |        | I Love You, Man                           | John Hamburg(director/screenplay); Larry Levin (screenplay);Paul Rudd,Jason Segel,Rashida Jones,Andy Samberg,Josh Cooke,J.K. Simmons,Jane Curtin,Jaime Pressly,Jon Favreau,Sarah Burns,Lou Ferrigno,Rob Huebel,Kym Whitley,Aziz Ansari,Nick Kroll,Mather Zickel,Thomas Lennon,Murray Gershenz,Joe Lo Truglio,Jay Chandrasekhar,Seth Morris,Jerry Minor,David Krumholtz,Liz Cackowski,Kulap Vilaysack,Catherine Reitman,Carla Gallo,Ethan Smith,Christopher Maleki,Nelson Franklin,Ping Wu,Matt Walsh,Larry Wilmore,Melissa Rauch,David Wain,Rush,OK Go                                                                                                            | W         |
|           |        | Knowing                                   | Alex Proyas(director);Ryne Douglas Pearson,Juliet Snowden,Stiles White(screenplay);Nicolas Cage,Rose Byrne,Ben Mendelsohn,Chandler Canterbury,Lara Robinson,Nadia Townsend,Alan Hopgood,Benita Collings,Adrienne Pickering,Liam Hemsworth,Ra Chapman,Gareth Yuen,Alethea McGrath,Danielle Carter,Terry Camilleri, Lesley Anne Mitchell, Sam Velasquez, Verity Charlton, Tamara Donnellan, Travis Waite, D.G. Maloney, Joel Bow, Maximillian Paul, Karen Hadfield, David Lennie, Carolyn Shakespeare-Allen                                                                                                                                                         | W         |
|           |        | Máncora                                   | Ricardo de Montreuil(director);Jason Day,Elsa Pataky,Enrique Murciano,Liz Gallardo, Anahi de Crdenas,Phellipe Haagensen                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                           | L         |
|           |        | Sin Nombre                                | Cary Joji Fukunaga(director);Paulina Gaitán,Edgar Flores,Kristyan Ferrer,Tenoch Huerta Mejía, Diana García,Héctor Jiménez,Gerardo Taracena, Luis Fernando Peña                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    | L         |
|           |        | Super Capers                              | Ray Griggs(director);Justin Whalin,Danielle Harris,Tommy "Tiny" Lister,Michael Rooker,Adam West,Tom Sizemore                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      | L         |
|           | 27     | 12 Rounds                                 | Renny Harlin(director); Daniel Kunka (screenplay);John Cena,Aidan Gillen,Ashley Scott,Steve Harris,Brian J. White,Taylor Cole,Billy Slaughter,Peter "Navy" Tuiasosopo,Nick Gomez,Lara Grice,Robert Pralgo,Louis Herthum,Catherine Cavadini,John DeMita,Tanya Vidal Dublin,Greg Finley,Jeffrey Todd Fischer,Michael Ralph,Joel Swetow, Vincent Flood, Gonzalo Menendez, Travis Davis, Kimberly Bailey, Doug Burch, Judi Durand, Peggy Flood, Barbara Iley, Amad Jackson, Terence Matthews, Daniel Mora, Levi Nunez, Jason Pace, Richard Penn, Paige Pollack, David Randolph, Noreen Reardon, Vernon Scott, Cheryl Tyre Smith, Ruth Zalduondo, Renny Harlin         | W         |
|           |        | The Cross                                 | Matthew Crouch(director);Arthur Blessitt                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          | L         |
|           |        | The Education of Charlie Banks            | Fred Durst(director); Peter Elkoff (screenplay);Jesse Eisenberg,Jason Ritter,Christopher Marquette,Eva Amurri,Sebastian Stan,Gloria Votsis,Dennis Boutsikaris,Charles Parnell,Josh Richman,Sam Daly, Steven Hinkle, Miles Chandler, Cain Kerner                                                                                                                                                                                                                                                                                                                                                                                                                   | L         |
|           |        | Guest of Cindy Sherman                    | Tom Donahue(director); Paul Hasegawa-Overacker                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    | L         |
|           |        | The Haunting in Connecticut               | Peter Cornwell(director);Adam Simon, Tim Metcalfe (screenplay);Virginia Madsen,Kyle Gallner,Martin Donovan,Amanda Crew,Elias Koteas,Ty Wood,D.W. Brown, Erik Berg, Sophi Knight, John Bluethner, John B. Lowe                                                                                                                                                                                                                                                                                                                                                                                                                                                     | W         |
|           |        | Monsters vs. Aliens                       | Conrad Vernon,Rob Letterman(directors);Maya Forbes,Wallace Wolodarsky,Rob Letterman,Jonathan Aibel,Glenn Berger(screenplay);Reese Witherspoon,Seth Rogen,Hugh Laurie,Will Arnett,Kiefer Sutherland,Rainn Wilson,Paul Rudd,Renée Zellweger,Stephen Colbert,Julie White,Jeffrey Tambor,Amy Poehler,Ed Helms,John Krasinski,Conrad Vernon,Rob Letterman,Tom McGrath,Chris Miller,Mike Mitchell,Kent Osborne,Lisa Stewart, Sean Bishop, Rich B. Dietl, Stephen Kearin, Latifa Ouaou, Geoffrey Pomeroy, David P. Smith, David Koch                                                                                                                                     | W         |
|           |        | Spinning into Butter                      | Mark Brokaw(director);Rebecca Gilman,Doug Atchison(screenplay);Sarah Jessica Parker,Beau Bridges,Miranda Richardson,Mykelti Williamson,Paul James,Victor Rasuk,Becky Ann Baker,Daniel Eric Gold,Richard Riehle,Peter Friedman,Emma Myles,Enver Gjokaj,Betsy Beutler,James Rebhorn,George Merritt,Linda Powell,Matt Servitto,Michelle Beck,Utkarsh Ambudkar,Orlagh Cassidy,Catherine Crier                                                                                                                                                                                                                                                                         | L         |

## Output:


source: wikipedia
label: operator: ffill
ffill_end_idx: 1
operator: explode
explode_column_idx: 3
alternative_label: operator: explode
explode_column_idx: 3
operator: ffill
ffill_end_idx: 1