{
  "id": 11603191,
  "title": "The Curious Case of 1/998001: Missing Number & Math Guide",
  "url": "https://urgent.news/2026/10/03/the-curious-case-of-1-998001-missing-number-math-guide",
  "topic": "science",
  "section": "Science",
  "published": "2026-10-03T04:55:36.000Z",
  "source": {
    "name": "Dev.to",
    "slug": "dev-to",
    "url": "https://dev.to/malcolmlow/the-curious-case-of-1998001-missing-number-math-guide-5db4"
  },
  "original_language": "en",
  "account": "The fraction $\\frac{1}{998001}$ has a remarkable property: it generates all 3-digit numbers in sequence in its decimal expansion, except for the number 998. This occurs because $998001$ equals $999^2$, and when you calculate the decimal expansion of $\\frac{1}{999^2}$, you get a cascading series of 3-digit numbers from 000 to 999, skipping 998.\n\nThe reason 998 is missing is due to the carry-over effect from the fractions $n/1000$ where $n$ is 998, 999, and 1000. When $n=999$, the carry causes the 998 block to shift to 999, and the block for 999 resets to 000. This carryover effectively \"removes\" 998 from the sequence.\n\nMathematically, this can be explained through the Taylor series expansion of $\\frac{1}{(1-x)^2}$, which generates a series of terms $n \\cdot x^{n-1}$ for $n=1, 2, 3, ...$. By substituting $x=10^{-3}$, we get a series that produces consecutive 3-digit numbers in decimal form, with 998 missing due to the carry-over described above.\n\nThis unusual property of the fraction has practical applications in fields requiring cyclic sequences of numbers, such as cyclic decimal algorithms, pseudo-random number generation, digital filter design, and error-correcting codes.",
  "summary": "Originally published at malcolmlow.com . Quick Answer & Key Insight: Why Does 1/998001 Generate All 3-Digit Numbers? Yes, 1/998001 generates every 3-digit sequence. Because 998001 equals $999^2$, the decimal expansion cascades through consecutive integers, but carrying digits at the 998th block creates an unexpected loop trap that skips 998. See the mathematical proof and sequence breakdown table…",
  "key_points": [
    "Fraction 1/998001 generates all 3-digit numbers in sequence, skipping 998",
    "Missing 998 results from carry-over effect of fractions n/1000 where n is 998, 999, 1000",
    "Mathematical explanation via Taylor series expansion of 1/(1-x)^2 with x=10^-3"
  ],
  "editors_take": "The discovery sheds light on the unique properties of certain fractions, enabling potential breakthroughs in fields such as pseudo-random number generation, digital filter design, and error-correcting codes.",
  "illustration": null,
  "coverage": {
    "outlets": 1,
    "also_reported_by": []
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}