You can remember the meaning of 数据 with this easy mnemonic:
For data collection, some people are positioned at intersections to count (数) cars and foot traffic in accordance with (据) the company manual.
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.