When researching and benchmarking salaries, one of the best practices is to use multiple sources of data. Doing so can provide a more comprehensive and realistic picture of the salary range and distribution for your role, industry, and location. Sources such as online salary databases and calculators, professional associations and industry reports, and networking and informational interviews can all be useful. These sources may have different methods of collecting, analyzing, and presenting salary information, but they all offer valuable insights into average, median, or percentile figures for various job titles and locations. They can also provide data on the salary trends, outlook, and benchmarks for different occupations and sectors. Furthermore, networking and informational interviews can give you personalized data on salary expectations, negotiation strategies, and compensation packages. Ultimately, using multiple sources can help you get a better understanding of the market as well as build relationships with potential employers or collaborators.