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Date: Feb. 10, 2025, 8:20 p.m.
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Date: 2025-02-12 14:04:26.809773
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Published by Department of Tourism(DOT) on Feb. 10, 2025.
Requested from DOT by G. Tirol at 08:20 PM on
Feb. 10, 2025.
Purpose: Research titled "Tourism Demand Prediction in Camiguin Using Neural Networks and Regression-Based Models"
Tracking no: #DOT-004694808369
Office of the Provincial Tourism Provincial Goverment of Camiguin Mambajao, Camiguin Subject: Request of Raw Data in CSV Format or Database Copy of Isle Visit Camiguin QR Code Records Dear Office of the Provincial Tourism Office of Camiguin, Greetings! I am Gibe S. Tirol, a faculty of the Cebu Technological University - Cebu City. As part of my research titled "Tourism Demand Prediction in Camiguin Using Neural Networks and Regressin-Based Models", I am conduting a study aims to develop an advanced predictive model for tourist arrivals in Camiguin using machine learning techniques. To support my research, I would like to formally request access to the raw data in CSV format or a database copy of the QR code records from the Isle Visit Camiguin (islevisitcamiguin.com), covering the entire period from the program's inception to the present. Specifically, the dataset should contain timestamps, visitor count, nationality, and other non-sensitive attributes relevant to the toursin analytics, while ensuring compliance with RA 10173, or the Data Privacy Act. This research aims to provide accurate forecasts of tourisn demand through neural networks and regression-based models, which help the Provincial Tourism Office in data-driven decision making, improving tourisms strategies, and optimizing resource allocation. By understanding tourism trends, seasonality, and external factors influencing arrivals, this study will assist in developing policies that enhance visitors experience, support sustainable tourisn, and boost economic growth in the Province of Camiguin. I assure you that the requested data will be strictly used for academic and resesarch purposed only and will be handled in compliance with the Data Privacy Act, maintaining the confidentiality and security personal information. If required, I am willing to sign the Non-Disclosure Agreement (NDA) and follow additional protocols set by your office regarding the data sharing and access. I appreciate your time and consideration in processing this request. Please let me know if there are any further requirements or documents need. I am avaiable at your convenience should you require any clarifications. Thank you for your assitance, and I look forward to your positive response. Best regards, Gibe S. Tirol Cebu Technological University [email protected] / [email protected]
The requested data is in CSV format. Thank you.
Dear eFOI user,
Mabuhay!
Thank you for utilizing the eFOI portal (www.foi.gov.ph) and exercising your right to information under Executive Order No. 2, s. 2016 on Freedom of Information in the Executive Branch.
We have received your request on Request for Raw Data in CSV Format or Database Copy of Isle Visit Camiguin QR Code Records, dated Feb. 10, 2025.
While our primary objective is to provide information whenever possible, we regret to inform you that the requested information is not available at this Office. However, we recommend reaching out to the Province of Camiguin at [email protected] for further assistance.
For additional support, we encourage you to consult the FAQ section of the eFOI site: https://www.foi.gov.ph/help.
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