What is "based on these data?

Based on these data refers to the analysis or interpretation of information collected through various sources. It typically implies that conclusions or insights have been drawn by examining the data and identifying patterns or trends. This phrase is commonly used in academic research, data analysis, and statistical reports to convey objectivity and validity of the findings. Additionally, based on these data suggests that the analysis is grounded in evidence and systematic observation rather than intuition or personal bias. Therefore, any conclusions or recommendations made based on these data are likely to be more accurate and reliable.