Hi all,
I have 2 files as attached and I need to do a fuzzy match between both using the name column. Then what I need to have is the workflow to return a temporary file along with a prompt ("continue once match is identified") showing the similarity % between both also with a flag column "Y/N" so that user can confirm if they are same or not. Once he/she confirms it and saves the file and run the prompt, proceed to next step
Name - File 1 | Salary | Date of Salary | Department |
John Doe | 68500 | 2024-01-12 | Marketing |
Jane Smith | 72000 | 2023-11-18 | Finance |
Emily Johnson | 54000 | 2024-05-07 | Human Resources |
Michael Brown | 85000 | 2024-03-21 | IT |
Jessica Davis | 65000 | 2023-10-14 | Sales |
Christopher Wilson | 58000 | 2024-02-28 | Customer Service |
Amanda Taylor | 90000 | 2024-06-19 | Research and Development |
David Anderson | 76500 | 2024-04-03 | Operations |
Sarah Thomas | 61500 | 2023-12-25 | Legal |
Matthew Martinez | 69000 | 2024-05-30 | Administration |
Name - File 2 | Salary | Date of Salary | Department |
Michael Brown | 85500 | 2024-01-09 | IT |
Emily Johnson | 54200 | 2023-10-15 | Human Resources |
John Doe | 68700 | 2024-02-10 | Marketing |
Jane Smith | 72300 | 2024-03-12 | Finance |
Jessica Davies | 65300 | 2024-04-15 | Sales |
Christopher Wilson | 58000 | 2024-05-10 | Customer Service |
Amanda Taylor | 90200 | 2024-06-19 | Research and Development |
David Anderson | 76800 | 2024-04-22 | Operations |
Sarah Thomson | 61500 | 2023-11-11 | Legal |
Matthew Martinez | 69300 | 2023-12-08 | Administration |
Johnathan Doe | 68500 | 2024-05-12 | Marketing |
J. Smith | 72000 | 2024-06-15 | Finance |
Emily Johnston | 54700 | 2024-01-05 | Human Resources |
Michelle Brown | 84500 | 2024-03-28 | IT |
Jessica Davis | 65000 | 2024-02-17 | Sales |
Chris Wilson | 58600 | 2023-10-23 | Customer Service |
Mandy Taylor | 90000 | 2024-05-19 | Research and Development |
David Andersen | 76500 | 2024-01-13 | Operations |
Sarah Thomas | 61200 | 2024-04-10 | Legal |
Matt Martinez | 68300 | 2024-06-25 | Administration |
Emily Johnson | 54000 | 2024-02-22 | Human Resources |
Michael Browne | 85300 | 2023-11-30 | IT |
John Doe | 68500 | 2024-03-14 | Marketing |
Amanda Taylor | 90100 | 2024-06-08 | Research and Development |
Jane Smith | 72100 | 2024-02-18 | Finance |
Christopher Wilson | 58300 | 2023-12-17 | Customer Service |
Sarah Thompson | 61300 | 2024-01-25 | Legal |
David Anderson | 76300 | 2024-05-20 | Operations |
Jessica Davis | 65200 | 2024-06-02 | Sales |
Matthew Martinez | 69100 | 2024-02-27 | Administration |
Required temporary output file as below with "Y/N" column for the user to confirm if they are matched or not and after confirming save this temporary file and hit continue to proceed to next step of the workflow
Name - File 2 | Salary | Date of Salary | Department | Similarity | Name - File 1 | Salary | Date of Salary | Department |
Michael Brown | 85500 | 2024-01-09 0:00 | IT | 0.00% | ||||
Emily Johnson | 54200 | 2023-10-15 0:00 | Human Resources | 71.25% | Emily Johnson | 54000 | 2024-05-07 0:00 | Human Resources |
John Doe | 68700 | 2024-02-10 0:00 | Marketing | 74.49% | John Doe | 68500 | 2024-01-12 0:00 | Marketing |
Jane Smith | 72300 | 2024-03-12 0:00 | Finance | 70.78% | Jane Smith | 72000 | 2023-11-18 0:00 | Finance |
Jessica Davies | 65300 | 2024-04-15 0:00 | Sales | 0.00% | ||||
Christopher Wilson | 58000 | 2024-05-10 0:00 | Customer Service | 70.25% | Christopher Wilson | 58000 | 2024-02-28 0:00 | Customer Service |
Amanda Taylor | 90200 | 2024-06-19 0:00 | Research and Development | 98.96% | Amanda Taylor | 90000 | 2024-06-19 0:00 | Research and Development |
David Anderson | 76800 | 2024-04-22 0:00 | Operations | 0.00% | ||||
Sarah Thomson | 61500 | 2023-11-11 0:00 | Legal | 71.25% | Sarah Thomas | 61500 | 2023-12-25 0:00 | Legal |
Matthew Martinez | 69300 | 2023-12-08 0:00 | Administration | 0.00% | ||||
Johnathan Doe | 68500 | 2024-05-12 0:00 | Marketing | 80.95% | John Doe | 68500 | 2024-01-12 0:00 | Marketing |
J. Smith | 72000 | 2024-06-15 0:00 | Finance | 63.80% | Jane Smith | 72000 | 2023-11-18 0:00 | Finance |
Emily Johnston | 54700 | 2024-01-05 0:00 | Human Resources | 85.04% | Emily Johnson | 54000 | 2024-05-07 0:00 | Human Resources |
Michelle Brown | 84500 | 2024-03-28 0:00 | IT | 64.38% | Michael Brown | 85000 | 2024-03-21 0:00 | IT |
Jessica Davis | 65000 | 2024-02-17 0:00 | Sales | 63.80% | Jessica Davis | 65000 | 2023-10-14 0:00 | Sales |
Chris Wilson | 58600 | 2023-10-23 0:00 | Customer Service | 0.00% | ||||
Mandy Taylor | 90000 | 2024-05-19 0:00 | Research and Development | 86.38% | Amanda Taylor | 90000 | 2024-06-19 0:00 | Research and Development |
David Andersen | 76500 | 2024-01-13 0:00 | Operations | 64.38% | David Anderson | 76500 | 2024-04-03 0:00 | Operations |
Sarah Thomas | 61200 | 2024-04-10 0:00 | Legal | 0.00% | ||||
Matt Martinez | 68300 | 2024-06-25 0:00 | Administration | 52.81% | Sarah Thomas | 61500 | 2023-12-25 0:00 | Legal |
Emily Johnson | 54000 | 2024-02-22 0:00 | Human Resources | 68.67% | Emily Johnson | 54000 | 2024-05-07 0:00 | Human Resources |
Michael Browne | 85300 | 2023-11-30 0:00 | IT | 69.59% | Michael Brown | 85000 | 2024-03-21 0:00 | IT |
John Doe | 68500 | 2024-03-14 0:00 | Marketing | 71.25% | John Doe | 68500 | 2024-01-12 0:00 | Marketing |
Amanda Taylor | 90100 | 2024-06-08 0:00 | Research and Development | 84.57% | Amanda Taylor | 90000 | 2024-06-19 0:00 | Research and Development |
Jane Smith | 72100 | 2024-02-18 0:00 | Finance | 82.66% | Jane Smith | 72000 | 2023-11-18 0:00 | Finance |
Christopher Wilson | 58300 | 2023-12-17 0:00 | Customer Service | 71.70% | Christopher Wilson | 58000 | 2024-02-28 0:00 | Customer Service |
Sarah Thompson | 61300 | 2024-01-25 0:00 | Legal | 87.86% | Sarah Thomas | 61500 | 2023-12-25 0:00 | Legal |
David Anderson | 76300 | 2024-05-20 0:00 | Operations | 0.00% | ||||
Jessica Davis | 65200 | 2024-06-02 0:00 | Sales | 69.59% | Jessica Davis | 65000 | 2023-10-14 0:00 | Sales |
Matthew Martinez | 69100 | 2024-02-27 0:00 | Administration | 0.00% |