Actually, at first, Hiển intended to set the title as Numerology - a pseudoscientific scam similar to spiderum . Or Numerology, the deity of those who refuse to study Mathematics
But after reconsidering, Numerology has become an industry with a large number of fans, and clearly, touching on others' interests brings many 'unfortunate things'
Therefore, Hiển would like to include a disclaimer at the beginning of the article, the purpose of this research is not to affirm or completely refute numerology, nor does it help you answer the question whether numerology is correct, but to provide an objective view based on data and statistics. In the current context, when many people blindly believe in numerology without scientific basis, this research aims to provide a perspective based on actual data.
By analyzing data from 1,718 singers over many decades, this research hopes to provide a deeper and more accurate insight into the relationship between birth dates and music careers, thereby offering a more informed and considered perspective on the role of numerology in life.
Research Method
- Data Collection
- Using Octoparse tool to automatically 'scrape' birth date data of singers from public information pages on Wikipedia. This helps collect information quickly and efficiently from large and diverse data sources.
- Data Processing
- Using CHATGPT to assist in writing an Appscript, an application script, to convert birth date data into corresponding elements in numerology. This method ensures accuracy and automates the data conversion process.
- Analysis and Statistics
- After the data is converted, statistical analysis is conducted to determine the relationship between numerological elements and the careers of singers. This includes classifying, comparing, and analyzing data samples to find possible relationships.
function conSoChuDao(ngayThangNam) { var dateValue = ngayThangNam; if (typeof ngayThangNam === 'object' && ngayThangNam instanceof Date) { // Nếu ngày tháng nằm trong một ô ngày của Google Sheets dateValue = Utilities.formatDate(ngayThangNam, Session.getScriptTimeZone(), 'dd/MM/yyyy'); } if (!isValidDate(dateValue)) { return "Invalid Date"; } var ngayThangNamArr = dateValue.split("/"); var ngay = parseInt(ngayThangNamArr[0]); var thang = parseInt(ngayThangNamArr[1]); var nam = parseInt(ngayThangNamArr[2]); var tong = rutGonTong(ngay) + rutGonTong(thang) + rutGonTong(nam); while (tong > 10) { tong = rutGonTong(tong); } return tong; } function isValidDate(value) { var dateRegex = /^d{1,2}/d{1,2}/d{4}$/; return dateRegex.test(value); } function rutGonTong(so) { var tong = 0; while (so > 0) { tong += so % 10; so = Math.floor(so / 10); } return tong; }
Research Results
Among the 1,718 singers studied, no trends or common patterns emerged between the numerological data and their success or musical style.

Link to detailed file about singers, birth dates, and their 'numbers':
https://docs.google.com/spreadsheets/d/12TyFP31c_ny8v7QDK5ei0YqUeb7eDo7hERx1zbVkYeI/edit#gid=1689467208
Join Hiển
The results of this research open up many questions and possibilities for future studies. We invite you, not only those interested in numerology and music but also those with an interest in data analysis and scientific research, to join this discussion.
- Share Opinions and Experiences: Do you have any opinions or experiences about the relationship between numerology and music careers? Are there any personal experiences or observations you would like to share?
- Proposing New Research Directions: If you have ideas for future studies, we would appreciate your suggestions. Are there other factors you think we should consider?
- Contributions and Feedback: All contributions, suggestions, or feedback about this research are welcome. Hiển believes that through discussion and exchange, we can expand our knowledge and explore more interesting aspects.
We invite you to contribute to this discussion, hoping that through it, we can together explore and better understand this complex but fascinating world. Please share your opinions and thoughts, and together, we can build a broader and more multidimensional knowledge base.