Data and analytics AI prompts are precise instructions that get Claude or GPT to reason about numbers without hand-waving. On Prompt Dock they cover real tasks: writing and explaining SQL, interpreting metrics, building analysis plans, cleaning and structuring messy data descriptions, generating dashboard summaries, and translating a business question into the right query. Every prompt is human-reviewed before it goes live, so the analytical steps are explicit rather than fuzzy. Free and premium prompts are both available, and you can reveal any prompt and run it live in the Playground on your own schema or figures so the output holds up before it informs a decision.
3 prompts
Paste how your team defines a metric and it finds the ambiguities that make two dashboards disagree — the unstated grain, timezone, filters, and edge cases — then rewrites it as a definition only one query can satisfy.
Describe a metric that suddenly moved and it walks the causes in the right order — instrumentation first, then mix shifts, then real behavior change — so you rule out the boring explanations before writing the story.
Name the question you are trying to answer and it designs the cohort analysis — how to group, which window, which metric, and the confounders that will fool you — before you spend a day writing the query.
Prompt Dock's Data & Analytics category gathers them, with every prompt human-reviewed before going live. Reveal the instructions, choose free or premium, and run each in the Playground on your schema or metrics, so you can verify the SQL or interpretation on real data before trusting it in a report.
Yes. Several data prompts are built to translate plain-English questions into SQL and to explain existing queries. Each is human-reviewed for correctness of approach, and you can paste your table structure into the Playground and run the prompt to see the query on your actual schema before using it.
Claude is strong for explaining logic and reasoning through multi-step analysis, while GPT is quick for generating queries and summaries. Data & Analytics prompts note a recommended model, and running one in the Playground lets you compare how each handles your specific data question before you decide.