China: 大乐透

大乐透 Z-Score — Standardized Deviation

大乐透: how much each number deviates from the expected value

Z-Score analysis Z-Score shows how much the observed frequency of each 大乐透 lottery number deviates from the expected value in units of standard deviation. A positive Z-Score means the number appears more often than expected, a negative one means less often.

Z-Score analysis of 20 draws for 大乐透: numbers with the highest deviation — Field 1: 2 (Z=3.29), 6 (Z=3.29), 9 (Z=2.65).Frequency analysis →Pearson criterion →

Analysis based on 20 draws from to
2
Anomalies (|Z| > 3)
8
Deviations (|Z| > 2)
2
Hottest (Z=3.29)
16
Coldest (Z=-1.83)
0
Anomalies (|Z| > 3)
0
Deviations (|Z| > 2)
1
Hottest (Z=-2)
1
Coldest (Z=-2)
Columns

Z-Score for field 1

Standardized deviation of frequency from expected value
Added to generator 0 / 35
Selected 0
Ball addedBallZ-ScoreFrequencyStatus
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3.298Anomaly
Add
3.298Anomaly
Add
2.657Deviation
Add
2.657Deviation
Add
2.016Deviation
Add
2.016Deviation
Add
2.016Deviation
Add
2.016Deviation
Add
2.016Deviation
Add
2.016Deviation
Add
1.375Normal
Add
1.375Normal
Add
1.375Normal
Add
0.734Normal
Add
0.734Normal
Add
0.734Normal
Add
0.734Normal
Add
0.734Normal
Add
0.734Normal
Add
0.734Normal
Add
0.734Normal
Add
0.093Normal
Add
0.093Normal
Add
0.093Normal
Add
0.093Normal
Add
-0.552Normal
Add
-0.552Normal
Add
-0.552Normal
Add
-0.552Normal
Add
-0.552Normal
Add
-0.552Normal
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-1.191Normal
Add
-1.191Normal
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-1.191Normal
Add
-1.830Notable

Z-Score Interpretation Scale

|Z| < 1.5 — Normal
|Z| 1.5–2 — Notable
|Z| 2–3 — Deviation
|Z| > 3 — Anomaly

Z-Score for field 2

Standardized deviation of frequency from expected value
Added to generator 0 / 12
Selected 0
Ball addedBallZ-ScoreFrequencyStatus
Add
-20Notable
Add
-20Notable
Add
-20Notable
Add
-20Notable
Add
-20Notable
Add
-20Notable
Add
-20Notable
Add
-20Notable
Add
-20Notable
Add
-20Notable
Add
-20Notable
Add
-20Notable

Z-Score Interpretation Scale

|Z| < 1.5 — Normal
|Z| 1.5–2 — Notable
|Z| 2–3 — Deviation
|Z| > 3 — Anomaly

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What is Z-Score?

Mathematical foundations of the method

Z-Score (standardized deviation) is a statistical measure showing how many standard deviations an observed value differs from the expected value.

Formula

Z = (f - E) / σ

  • f — observed frequency of the number
  • E = n × p — expected frequency (n — number of draws, p = take/totalBalls)
  • σ = √(n × p × (1-p)) — standard deviation
Interpretation
In a fair lottery, the Z-Score of all numbers should approach 0 with a large number of draws. Values |Z| > 2 occur for ~5% of numbers, |Z| > 3 — for ~0.3%.

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