What is the Random Number and Letter Set Generator?
This tool produces a set of one or more randomly chosen items from a range you define. The range can be numeric (such as 1-100) or alphabetic (such as a-j). It is handy for sampling, drawing lots, creating PINs, picking quiz questions, assigning teams, or any task that needs unbiased random selection from a known set.
How to use it
Enter the Sample Size (how many items you want), then the Sample Range in the form START-END. Choose whether to Allow Duplicates (sampling with replacement) and whether to Print Commas between items. Press calculate to get a freshly drawn set in random order.
If both ends of the range are whole numbers it works in numeric mode; if both are single letters it works in letter mode, preserving the case of the first letter.
The formula and algorithm
The candidate population is every value in the inclusive range: for numbers, all integers from low to high, giving high - low + 1 values; for letters, every character code from the lower to the higher code. Each item is picked uniformly with index = \lfloor random × remaining \rfloor. Without duplicates the population is shuffled (Fisher-Yates) and the first N items are taken, so every result is distinct. With duplicates each pick is independent and repeats can occur.
Worked example
Sample Size 5, Range 1-100, duplicates No, commas No. The population is the integers 1 through 100 (N = |100 - 1| + 1 = 100 values). Five distinct uniform draws might give: 48 50 62 18 10. With commas on, the same draw reads 48, 50, 62, 18, 10.
使用注意事項與精準校對原則(6 大核心守則)
📐 1. 嚴格對齊輸入量綱與單位
輸入各項數值時請務必確認量綱(例如小時、天數、金額、百分比),避免單位不匹配引發推算偏差。
🔒 2. 純前端本機毫秒級隱私保障
所有計算邏輯 100% 在您的終端瀏覽器內完成,資料絕不上傳伺服器,嚴格守護商業與個人隱私。
📊 3. 符合公認學術與產業計算模型
演算法嚴格遵循國際通用數學公式與標準計算模型,經多重情境交叉核對,數值嚴密精確。
📋 4. 一鍵複製與免登入 PDF 匯出
支援一鍵複製推算結果字串至剪貼簿,亦可直接點擊列印按鈕輸出純淨 PDF 工作報表。
🔄 5. 多情景敏感度動態對比
建議針對極端值與多組預期情景分別試算,觀察輸出數據的波動區間,輔助做出更穩健的決策。
🛡️ 6. 專業諮詢與日常參考免責聲明
本工具運算結果供日常排程、學業研習與事前參考之用,如涉及重大法規或投資決策請諮詢持證專家。