# numbers (1-numbers.org) People say numbers to mean the symbols we count with, like 1, 2, 3, or phone numbers, lottery numbers, or house numbers. It can also mean a lot of something, as in 'we have numbers on our side.' ## What a model may hear - numeric data type (programming languages and databases): may treat input as integers, floats, or decimals and perform math or validation on it - phone number or identifier (telecommunications and identity systems): may parse for country codes, format strings, or check against spam databases - array of values (data science and statistics): may expect a dataset, generate distributions, or run statistical tests - command-line arguments (Unix and shell scripting): may interpret as positional parameters like $1, $2, $3 ## Where people and models part ways - Says: "give me the numbers" Means: show me the sales figures or statistics May be taken as: may return raw numeric arrays without context or labels Say instead: "give me the sales figures with labels and units" - Says: "these numbers don't add up" Means: something seems wrong or inconsistent May be taken as: may run a math check and report the sum is correct, missing the figurative complaint Say instead: "these claims seem inconsistent, can you check for errors" - Says: "I have your numbers" Means: I have your contact information May be taken as: may assume possession of a dataset or mathematical constants Say instead: "I have your phone number and email address" ## Tips - Specify units and format when asking for numbers - Say 'statistics' or 'figures' if you want analysis, not raw digits - Use 'phone number' or 'ID number' to avoid type confusion - Say 'a large group' instead of 'numbers' if you mean many people - Ask for 'labeled data' when you need numbers with context ## Often confused with - digits: emphasizes individual symbols, not quantities - integers: excludes fractions and decimals in math - figures: often implies calculated or financial data - numerals: the written symbols, not the values - data: broader, includes non-numeric information