Dataset statistics
| Number of variables | 19 |
|---|---|
| Number of observations | 100 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 16.5 KiB |
| Average record size in memory | 169.3 B |
Variable types
| Categorical | 3 |
|---|---|
| Text | 2 |
| Numeric | 14 |
Dataset
| Description | Sample |
|---|---|
| Author | 국민체육진흥공단 |
| URL | https://www.bigdata-culture.kr/bigdata/user/data_market/detail.do?id=d974aaac-7c46-4b46-908c-58b256153681 |
race_cnt is highly overall correlated with rank_1_cnt and 7 other fields | High correlation |
rank_1_cnt is highly overall correlated with race_cnt and 9 other fields | High correlation |
rank_2_cnt is highly overall correlated with race_cnt and 6 other fields | High correlation |
rank_3_cnt is highly overall correlated with race_cnt and 6 other fields | High correlation |
rank_4_cnt is highly overall correlated with race_cnt and 6 other fields | High correlation |
rank_5_cnt is highly overall correlated with race_cnt and 6 other fields | High correlation |
rank_6_cnt is highly overall correlated with race_cnt and 5 other fields | High correlation |
avg_rank_scr is highly overall correlated with rank_1_cnt and 4 other fields | High correlation |
avg_scr is highly overall correlated with rank_1_cnt and 4 other fields | High correlation |
win_ratio is highly overall correlated with rank_1_cnt and 5 other fields | High correlation |
high_rank_ratio is highly overall correlated with rank_1_cnt and 5 other fields | High correlation |
high_3_rank_ratio is highly overall correlated with avg_rank_scr and 4 other fields | High correlation |
stnd_year is highly overall correlated with race_cnt | High correlation |
racer_perio_no is highly overall correlated with race_cnt and 9 other fields | High correlation |
stnd_year is highly imbalanced (53.0%) | Imbalance |
rank_1_cnt has 30 (30.0%) zeros | Zeros |
rank_2_cnt has 26 (26.0%) zeros | Zeros |
rank_3_cnt has 23 (23.0%) zeros | Zeros |
rank_4_cnt has 22 (22.0%) zeros | Zeros |
rank_5_cnt has 26 (26.0%) zeros | Zeros |
rank_6_cnt has 29 (29.0%) zeros | Zeros |
avg_acdnt_scr has 15 (15.0%) zeros | Zeros |
win_ratio has 30 (30.0%) zeros | Zeros |
high_rank_ratio has 19 (19.0%) zeros | Zeros |
high_3_rank_ratio has 10 (10.0%) zeros | Zeros |
Reproduction
| Analysis started | 2023-12-10 10:07:51.984088 |
|---|---|
| Analysis finished | 2023-12-10 10:08:32.148520 |
| Duration | 40.16 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
stnd_year
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 3 |
|---|---|
| Distinct (%) | 3.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 932.0 B |
| 2002 | |
|---|---|
| 2003 | |
| 2021 | 3 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2002 |
|---|---|
| 2nd row | 2021 |
| 3rd row | 2002 |
| 4th row | 2002 |
| 5th row | 2002 |
Common Values
| Value | Count | Frequency (%) |
| 2002 | 84 | |
| 2003 | 13 | 13.0% |
| 2021 | 3 | 3.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2002 | 84 | |
| 2003 | 13 | 13.0% |
| 2021 | 3 | 3.0% |
racer_no
Text
| Distinct | 86 |
|---|---|
| Distinct (%) | 86.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 932.0 B |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
Characters and Unicode
| Total characters | 600 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 72 ? |
|---|---|
| Unique (%) | 72.0% |
Sample
| 1st row | 01-010 |
|---|---|
| 2nd row | 02-038 |
| 3rd row | 01-008 |
| 4th row | 01-007 |
| 5th row | 01-006 |
| Value | Count | Frequency (%) |
| 01-010 | 2 | 2.0% |
| 02-037 | 2 | 2.0% |
| 01-002 | 2 | 2.0% |
| 01-008 | 2 | 2.0% |
| 01-007 | 2 | 2.0% |
| 01-006 | 2 | 2.0% |
| 01-004 | 2 | 2.0% |
| 01-005 | 2 | 2.0% |
| 01-011 | 2 | 2.0% |
| 01-001 | 2 | 2.0% |
| Other values (76) | 80 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 234 | |
| - | 100 | |
| 1 | 94 | |
| 2 | 72 | 12.0% |
| 3 | 31 | 5.2% |
| 4 | 20 | 3.3% |
| 8 | 11 | 1.8% |
| 7 | 11 | 1.8% |
| 5 | 10 | 1.7% |
| 6 | 10 | 1.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 500 | |
| Dash Punctuation | 100 | 16.7% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 234 | |
| 1 | 94 | |
| 2 | 72 | 14.4% |
| 3 | 31 | 6.2% |
| 4 | 20 | 4.0% |
| 8 | 11 | 2.2% |
| 7 | 11 | 2.2% |
| 5 | 10 | 2.0% |
| 6 | 10 | 2.0% |
| 9 | 7 | 1.4% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 100 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 600 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 234 | |
| - | 100 | |
| 1 | 94 | |
| 2 | 72 | 12.0% |
| 3 | 31 | 5.2% |
| 4 | 20 | 3.3% |
| 8 | 11 | 1.8% |
| 7 | 11 | 1.8% |
| 5 | 10 | 1.7% |
| 6 | 10 | 1.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 600 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 234 | |
| - | 100 | |
| 1 | 94 | |
| 2 | 72 | 12.0% |
| 3 | 31 | 5.2% |
| 4 | 20 | 3.3% |
| 8 | 11 | 1.8% |
| 7 | 11 | 1.8% |
| 5 | 10 | 1.7% |
| 6 | 10 | 1.7% |
racer_nm
Text
| Distinct | 86 |
|---|---|
| Distinct (%) | 86.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 932.0 B |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 3.02 |
| Min length | 3 |
Characters and Unicode
| Total characters | 302 |
|---|---|
| Distinct characters | 99 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 72 ? |
|---|---|
| Unique (%) | 72.0% |
Sample
| 1st row | 김덕환 |
|---|---|
| 2nd row | 최재원 |
| 3rd row | 김국흠 |
| 4th row | 길현태 |
| 5th row | 권현기 |
| Value | Count | Frequency (%) |
| 김덕환 | 2 | 2.0% |
| 최광성 | 2 | 2.0% |
| 한 | 2 | 2.0% |
| 강창효 | 2 | 2.0% |
| 김국흠 | 2 | 2.0% |
| 길현태 | 2 | 2.0% |
| 권오현 | 2 | 2.0% |
| 권명호 | 2 | 2.0% |
| 권현기 | 2 | 2.0% |
| 김명진 | 2 | 2.0% |
| Other values (77) | 82 |
Most occurring characters
| Value | Count | Frequency (%) |
| 김 | 31 | 10.3% |
| 현 | 13 | 4.3% |
| 이 | 12 | 4.0% |
| 영 | 10 | 3.3% |
| 진 | 9 | 3.0% |
| 박 | 7 | 2.3% |
| 수 | 7 | 2.3% |
| 권 | 6 | 2.0% |
| 민 | 6 | 2.0% |
| 성 | 6 | 2.0% |
| Other values (89) | 195 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 298 | |
| Space Separator | 4 | 1.3% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 김 | 31 | 10.4% |
| 현 | 13 | 4.4% |
| 이 | 12 | 4.0% |
| 영 | 10 | 3.4% |
| 진 | 9 | 3.0% |
| 박 | 7 | 2.3% |
| 수 | 7 | 2.3% |
| 권 | 6 | 2.0% |
| 민 | 6 | 2.0% |
| 성 | 6 | 2.0% |
| Other values (88) | 191 |
Space Separator
| Value | Count | Frequency (%) |
| 4 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 298 | |
| Common | 4 | 1.3% |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 김 | 31 | 10.4% |
| 현 | 13 | 4.4% |
| 이 | 12 | 4.0% |
| 영 | 10 | 3.4% |
| 진 | 9 | 3.0% |
| 박 | 7 | 2.3% |
| 수 | 7 | 2.3% |
| 권 | 6 | 2.0% |
| 민 | 6 | 2.0% |
| 성 | 6 | 2.0% |
| Other values (88) | 191 |
Common
| Value | Count | Frequency (%) |
| 4 |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 298 | |
| ASCII | 4 | 1.3% |
Most frequent character per block
Hangul
| Value | Count | Frequency (%) |
| 김 | 31 | 10.4% |
| 현 | 13 | 4.4% |
| 이 | 12 | 4.0% |
| 영 | 10 | 3.4% |
| 진 | 9 | 3.0% |
| 박 | 7 | 2.3% |
| 수 | 7 | 2.3% |
| 권 | 6 | 2.0% |
| 민 | 6 | 2.0% |
| 성 | 6 | 2.0% |
| Other values (88) | 191 |
ASCII
| Value | Count | Frequency (%) |
| 4 |
race_cnt
Real number (ℝ)
HIGH CORRELATION
| Distinct | 33 |
|---|---|
| Distinct (%) | 33.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.39 |
| Minimum | 2 |
|---|---|
| Maximum | 95 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 41.5 |
| Q3 | 53.25 |
| 95-th percentile | 66.15 |
| Maximum | 95 |
| Range | 93 |
| Interquartile range (IQR) | 51.25 |
Descriptive statistics
| Standard deviation | 26.286646 |
|---|---|
| Coefficient of variation (CV) | 0.81156673 |
| Kurtosis | -1.2692302 |
| Mean | 32.39 |
| Median Absolute Deviation (MAD) | 18.5 |
| Skewness | 0.063052423 |
| Sum | 3239 |
| Variance | 690.98778 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=33)
| Value | Count | Frequency (%) |
| 2 | 29 | |
| 4 | 9 | 9.0% |
| 55 | 5 | 5.0% |
| 60 | 5 | 5.0% |
| 50 | 4 | 4.0% |
| 44 | 4 | 4.0% |
| 41 | 3 | 3.0% |
| 59 | 3 | 3.0% |
| 46 | 3 | 3.0% |
| 53 | 3 | 3.0% |
| Other values (23) | 32 |
| Value | Count | Frequency (%) |
| 2 | 29 | |
| 4 | 9 | 9.0% |
| 8 | 1 | 1.0% |
| 12 | 2 | 2.0% |
| 37 | 1 | 1.0% |
| 38 | 1 | 1.0% |
| 39 | 2 | 2.0% |
| 40 | 2 | 2.0% |
| 41 | 3 | 3.0% |
| 42 | 3 | 3.0% |
| Value | Count | Frequency (%) |
| 95 | 1 | 1.0% |
| 88 | 1 | 1.0% |
| 86 | 1 | 1.0% |
| 74 | 1 | 1.0% |
| 69 | 1 | 1.0% |
| 66 | 1 | 1.0% |
| 65 | 1 | 1.0% |
| 63 | 1 | 1.0% |
| 60 | 5 | |
| 59 | 3 |
rank_1_cnt
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 22 |
|---|---|
| Distinct (%) | 22.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.1 |
| Minimum | 0 |
|---|---|
| Maximum | 44 |
| Zeros | 30 |
| Zeros (%) | 30.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 3 |
| Q3 | 10 |
| 95-th percentile | 22.05 |
| Maximum | 44 |
| Range | 44 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 7.9308883 |
|---|---|
| Coefficient of variation (CV) | 1.3001456 |
| Kurtosis | 4.6614229 |
| Mean | 6.1 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 1.8830517 |
| Sum | 610 |
| Variance | 62.89899 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=22)
| Value | Count | Frequency (%) |
| 0 | 30 | |
| 1 | 12 | 12.0% |
| 3 | 9 | 9.0% |
| 2 | 7 | 7.0% |
| 7 | 5 | 5.0% |
| 10 | 4 | 4.0% |
| 9 | 4 | 4.0% |
| 16 | 4 | 4.0% |
| 6 | 3 | 3.0% |
| 15 | 3 | 3.0% |
| Other values (12) | 19 |
| Value | Count | Frequency (%) |
| 0 | 30 | |
| 1 | 12 | 12.0% |
| 2 | 7 | 7.0% |
| 3 | 9 | 9.0% |
| 4 | 2 | 2.0% |
| 6 | 3 | 3.0% |
| 7 | 5 | 5.0% |
| 8 | 2 | 2.0% |
| 9 | 4 | 4.0% |
| 10 | 4 | 4.0% |
| Value | Count | Frequency (%) |
| 44 | 1 | 1.0% |
| 26 | 1 | 1.0% |
| 25 | 2 | |
| 23 | 1 | 1.0% |
| 22 | 2 | |
| 21 | 1 | 1.0% |
| 16 | 4 | |
| 15 | 3 | |
| 14 | 2 | |
| 13 | 1 | 1.0% |
rank_2_cnt
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 20 |
|---|---|
| Distinct (%) | 20.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.63 |
| Minimum | 0 |
|---|---|
| Maximum | 26 |
| Zeros | 26 |
| Zeros (%) | 26.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 4.5 |
| Q3 | 9 |
| 95-th percentile | 15 |
| Maximum | 26 |
| Range | 26 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 5.7448352 |
|---|---|
| Coefficient of variation (CV) | 1.020397 |
| Kurtosis | 0.8268052 |
| Mean | 5.63 |
| Median Absolute Deviation (MAD) | 4.5 |
| Skewness | 1.0265307 |
| Sum | 563 |
| Variance | 33.003131 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=20)
| Value | Count | Frequency (%) |
| 0 | 26 | |
| 1 | 10 | 10.0% |
| 9 | 9 | 9.0% |
| 2 | 8 | 8.0% |
| 8 | 7 | 7.0% |
| 5 | 6 | 6.0% |
| 12 | 4 | 4.0% |
| 3 | 4 | 4.0% |
| 13 | 4 | 4.0% |
| 10 | 3 | 3.0% |
| Other values (10) | 19 |
| Value | Count | Frequency (%) |
| 0 | 26 | |
| 1 | 10 | 10.0% |
| 2 | 8 | 8.0% |
| 3 | 4 | 4.0% |
| 4 | 2 | 2.0% |
| 5 | 6 | 6.0% |
| 6 | 3 | 3.0% |
| 7 | 3 | 3.0% |
| 8 | 7 | 7.0% |
| 9 | 9 | 9.0% |
| Value | Count | Frequency (%) |
| 26 | 1 | 1.0% |
| 22 | 1 | 1.0% |
| 20 | 1 | 1.0% |
| 18 | 1 | 1.0% |
| 15 | 3 | |
| 14 | 2 | |
| 13 | 4 | |
| 12 | 4 | |
| 11 | 2 | |
| 10 | 3 |
rank_3_cnt
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 18 |
|---|---|
| Distinct (%) | 18.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.28 |
| Minimum | 0 |
|---|---|
| Maximum | 20 |
| Zeros | 23 |
| Zeros (%) | 23.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 5 |
| Q3 | 9 |
| 95-th percentile | 13.1 |
| Maximum | 20 |
| Range | 20 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 4.8908903 |
|---|---|
| Coefficient of variation (CV) | 0.92630498 |
| Kurtosis | -0.25786052 |
| Mean | 5.28 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 0.6352481 |
| Sum | 528 |
| Variance | 23.920808 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=18)
| Value | Count | Frequency (%) |
| 0 | 23 | |
| 1 | 18 | |
| 8 | 10 | |
| 9 | 9 | 9.0% |
| 7 | 7 | 7.0% |
| 6 | 5 | 5.0% |
| 10 | 5 | 5.0% |
| 11 | 4 | 4.0% |
| 4 | 4 | 4.0% |
| 5 | 4 | 4.0% |
| Other values (8) | 11 |
| Value | Count | Frequency (%) |
| 0 | 23 | |
| 1 | 18 | |
| 2 | 1 | 1.0% |
| 3 | 1 | 1.0% |
| 4 | 4 | 4.0% |
| 5 | 4 | 4.0% |
| 6 | 5 | 5.0% |
| 7 | 7 | 7.0% |
| 8 | 10 | |
| 9 | 9 | 9.0% |
| Value | Count | Frequency (%) |
| 20 | 1 | 1.0% |
| 17 | 2 | 2.0% |
| 16 | 1 | 1.0% |
| 15 | 1 | 1.0% |
| 13 | 2 | 2.0% |
| 12 | 2 | 2.0% |
| 11 | 4 | 4.0% |
| 10 | 5 | |
| 9 | 9 | |
| 8 | 10 |
rank_4_cnt
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 14 |
|---|---|
| Distinct (%) | 14.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.94 |
| Minimum | 0 |
|---|---|
| Maximum | 16 |
| Zeros | 22 |
| Zeros (%) | 22.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 5 |
| Q3 | 8 |
| 95-th percentile | 12 |
| Maximum | 16 |
| Range | 16 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 4.2422121 |
|---|---|
| Coefficient of variation (CV) | 0.85874739 |
| Kurtosis | -1.0920062 |
| Mean | 4.94 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 0.29036537 |
| Sum | 494 |
| Variance | 17.996364 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=14)
| Value | Count | Frequency (%) |
| 0 | 22 | |
| 1 | 18 | |
| 8 | 12 | |
| 5 | 8 | 8.0% |
| 9 | 8 | 8.0% |
| 6 | 6 | 6.0% |
| 7 | 6 | 6.0% |
| 10 | 5 | 5.0% |
| 4 | 4 | 4.0% |
| 11 | 4 | 4.0% |
| Other values (4) | 7 | 7.0% |
| Value | Count | Frequency (%) |
| 0 | 22 | |
| 1 | 18 | |
| 2 | 1 | 1.0% |
| 4 | 4 | 4.0% |
| 5 | 8 | 8.0% |
| 6 | 6 | 6.0% |
| 7 | 6 | 6.0% |
| 8 | 12 | |
| 9 | 8 | 8.0% |
| 10 | 5 | 5.0% |
| Value | Count | Frequency (%) |
| 16 | 1 | 1.0% |
| 13 | 2 | 2.0% |
| 12 | 3 | 3.0% |
| 11 | 4 | 4.0% |
| 10 | 5 | |
| 9 | 8 | |
| 8 | 12 | |
| 7 | 6 | |
| 6 | 6 | |
| 5 | 8 |
rank_5_cnt
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 18 |
|---|---|
| Distinct (%) | 18.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.84 |
| Minimum | 0 |
|---|---|
| Maximum | 21 |
| Zeros | 26 |
| Zeros (%) | 26.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 4 |
| Q3 | 8 |
| 95-th percentile | 13.05 |
| Maximum | 21 |
| Range | 21 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 4.6833468 |
|---|---|
| Coefficient of variation (CV) | 0.96763364 |
| Kurtosis | 0.7210776 |
| Mean | 4.84 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 0.94767184 |
| Sum | 484 |
| Variance | 21.933737 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=18)
| Value | Count | Frequency (%) |
| 0 | 26 | |
| 8 | 12 | |
| 1 | 10 | 10.0% |
| 7 | 8 | 8.0% |
| 4 | 7 | 7.0% |
| 6 | 6 | 6.0% |
| 2 | 5 | 5.0% |
| 3 | 5 | 5.0% |
| 10 | 4 | 4.0% |
| 5 | 4 | 4.0% |
| Other values (8) | 13 |
| Value | Count | Frequency (%) |
| 0 | 26 | |
| 1 | 10 | 10.0% |
| 2 | 5 | 5.0% |
| 3 | 5 | 5.0% |
| 4 | 7 | 7.0% |
| 5 | 4 | 4.0% |
| 6 | 6 | 6.0% |
| 7 | 8 | 8.0% |
| 8 | 12 | |
| 9 | 2 | 2.0% |
| Value | Count | Frequency (%) |
| 21 | 1 | 1.0% |
| 18 | 1 | 1.0% |
| 17 | 1 | 1.0% |
| 14 | 2 | 2.0% |
| 13 | 1 | 1.0% |
| 12 | 3 | 3.0% |
| 11 | 2 | 2.0% |
| 10 | 4 | 4.0% |
| 9 | 2 | 2.0% |
| 8 | 12 |
rank_6_cnt
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 16 |
|---|---|
| Distinct (%) | 16.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.98 |
| Minimum | 0 |
|---|---|
| Maximum | 16 |
| Zeros | 29 |
| Zeros (%) | 29.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 7 |
| 95-th percentile | 12 |
| Maximum | 16 |
| Range | 16 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 4.2449733 |
|---|---|
| Coefficient of variation (CV) | 1.0665762 |
| Kurtosis | -0.19061461 |
| Mean | 3.98 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.92611011 |
| Sum | 398 |
| Variance | 18.019798 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=16)
| Value | Count | Frequency (%) |
| 0 | 29 | |
| 1 | 12 | |
| 2 | 11 | 11.0% |
| 4 | 9 | 9.0% |
| 9 | 8 | 8.0% |
| 5 | 6 | 6.0% |
| 7 | 5 | 5.0% |
| 10 | 4 | 4.0% |
| 3 | 4 | 4.0% |
| 11 | 3 | 3.0% |
| Other values (6) | 9 | 9.0% |
| Value | Count | Frequency (%) |
| 0 | 29 | |
| 1 | 12 | |
| 2 | 11 | 11.0% |
| 3 | 4 | 4.0% |
| 4 | 9 | 9.0% |
| 5 | 6 | 6.0% |
| 7 | 5 | 5.0% |
| 8 | 3 | 3.0% |
| 9 | 8 | 8.0% |
| 10 | 4 | 4.0% |
| Value | Count | Frequency (%) |
| 16 | 1 | 1.0% |
| 15 | 1 | 1.0% |
| 14 | 1 | 1.0% |
| 13 | 1 | 1.0% |
| 12 | 2 | 2.0% |
| 11 | 3 | 3.0% |
| 10 | 4 | |
| 9 | 8 | |
| 8 | 3 | 3.0% |
| 7 | 5 |
avg_rank_scr
Real number (ℝ)
HIGH CORRELATION
| Distinct | 70 |
|---|---|
| Distinct (%) | 70.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.2624 |
| Minimum | 1 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1.5 |
| Q1 | 4.1425 |
| median | 5.48 |
| Q3 | 6.455 |
| 95-th percentile | 8 |
| Maximum | 10 |
| Range | 9 |
| Interquartile range (IQR) | 2.3125 |
Descriptive statistics
| Standard deviation | 1.8067389 |
|---|---|
| Coefficient of variation (CV) | 0.34332982 |
| Kurtosis | 0.14125336 |
| Mean | 5.2624 |
| Median Absolute Deviation (MAD) | 1.07 |
| Skewness | -0.25750156 |
| Sum | 526.24 |
| Variance | 3.2643053 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 5.0 | 7 | 7.0% |
| 6.0 | 4 | 4.0% |
| 7.0 | 4 | 4.0% |
| 1.5 | 4 | 4.0% |
| 3.0 | 3 | 3.0% |
| 6.5 | 3 | 3.0% |
| 1.0 | 2 | 2.0% |
| 5.92 | 2 | 2.0% |
| 6.2 | 2 | 2.0% |
| 5.33 | 2 | 2.0% |
| Other values (60) | 67 |
| Value | Count | Frequency (%) |
| 1.0 | 2 | |
| 1.5 | 4 | |
| 2.0 | 2 | |
| 3.0 | 3 | |
| 3.24 | 1 | 1.0% |
| 3.25 | 1 | 1.0% |
| 3.26 | 1 | 1.0% |
| 3.28 | 1 | 1.0% |
| 3.32 | 1 | 1.0% |
| 3.5 | 1 | 1.0% |
| Value | Count | Frequency (%) |
| 10.0 | 1 | 1.0% |
| 9.0 | 2 | |
| 8.25 | 1 | 1.0% |
| 8.0 | 2 | |
| 7.89 | 1 | 1.0% |
| 7.82 | 1 | 1.0% |
| 7.42 | 1 | 1.0% |
| 7.14 | 2 | |
| 7.05 | 1 | 1.0% |
| 7.0 | 4 |
avg_acdnt_scr
Real number (ℝ)
ZEROS
| Distinct | 56 |
|---|---|
| Distinct (%) | 56.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6866 |
| Minimum | 0 |
|---|---|
| Maximum | 6.5 |
| Zeros | 15 |
| Zeros (%) | 15.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.285 |
| median | 0.5 |
| Q3 | 0.8925 |
| 95-th percentile | 1.7845 |
| Maximum | 6.5 |
| Range | 6.5 |
| Interquartile range (IQR) | 0.6075 |
Descriptive statistics
| Standard deviation | 0.81027146 |
|---|---|
| Coefficient of variation (CV) | 1.1801216 |
| Kurtosis | 26.913649 |
| Mean | 0.6866 |
| Median Absolute Deviation (MAD) | 0.295 |
| Skewness | 4.2939857 |
| Sum | 68.66 |
| Variance | 0.65653984 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.0 | 15 | 15.0% |
| 0.5 | 13 | 13.0% |
| 0.98 | 4 | 4.0% |
| 0.17 | 3 | 3.0% |
| 2.5 | 2 | 2.0% |
| 1.25 | 2 | 2.0% |
| 0.45 | 2 | 2.0% |
| 0.49 | 2 | 2.0% |
| 0.82 | 2 | 2.0% |
| 0.44 | 2 | 2.0% |
| Other values (46) | 53 |
| Value | Count | Frequency (%) |
| 0.0 | 15 | |
| 0.13 | 1 | 1.0% |
| 0.17 | 3 | 3.0% |
| 0.18 | 1 | 1.0% |
| 0.2 | 1 | 1.0% |
| 0.24 | 1 | 1.0% |
| 0.25 | 2 | 2.0% |
| 0.27 | 1 | 1.0% |
| 0.29 | 1 | 1.0% |
| 0.3 | 1 | 1.0% |
| Value | Count | Frequency (%) |
| 6.5 | 1 | |
| 3.0 | 1 | |
| 2.5 | 2 | |
| 2.25 | 1 | |
| 1.76 | 1 | |
| 1.42 | 1 | |
| 1.41 | 1 | |
| 1.4 | 1 | |
| 1.32 | 1 | |
| 1.25 | 2 |
avg_scr
Real number (ℝ)
HIGH CORRELATION
| Distinct | 72 |
|---|---|
| Distinct (%) | 72.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.5763 |
| Minimum | -3.5 |
|---|---|
| Maximum | 10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 1 |
| Negative (%) | 1.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | -3.5 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3.385 |
| median | 4.75 |
| Q3 | 5.91 |
| 95-th percentile | 7.524 |
| Maximum | 10 |
| Range | 13.5 |
| Interquartile range (IQR) | 2.525 |
Descriptive statistics
| Standard deviation | 2.0394071 |
|---|---|
| Coefficient of variation (CV) | 0.4456454 |
| Kurtosis | 1.8365952 |
| Mean | 4.5763 |
| Median Absolute Deviation (MAD) | 1.25 |
| Skewness | -0.52059726 |
| Sum | 457.63 |
| Variance | 4.1591811 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 6.0 | 5 | 5.0% |
| 3.0 | 5 | 5.0% |
| 4.5 | 4 | 4.0% |
| 1.0 | 3 | 3.0% |
| 6.5 | 3 | 3.0% |
| 4.75 | 3 | 3.0% |
| 2.0 | 2 | 2.0% |
| 2.5 | 2 | 2.0% |
| 6.38 | 2 | 2.0% |
| 7.0 | 2 | 2.0% |
| Other values (62) | 69 |
| Value | Count | Frequency (%) |
| -3.5 | 1 | 1.0% |
| 0.5 | 2 | |
| 1.0 | 3 | |
| 1.49 | 1 | 1.0% |
| 1.5 | 2 | |
| 2.0 | 2 | |
| 2.25 | 1 | 1.0% |
| 2.5 | 2 | |
| 2.8 | 1 | 1.0% |
| 2.88 | 1 | 1.0% |
| Value | Count | Frequency (%) |
| 10.0 | 1 | |
| 8.75 | 1 | |
| 8.5 | 1 | |
| 8.0 | 1 | |
| 7.98 | 1 | |
| 7.5 | 1 | |
| 7.4 | 1 | |
| 7.35 | 1 | |
| 7.24 | 1 | |
| 7.0 | 2 |
avg_strt_tm
Real number (ℝ)
| Distinct | 37 |
|---|---|
| Distinct (%) | 37.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4256 |
| Minimum | 0.17 |
|---|---|
| Maximum | 1.03 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 0.17 |
|---|---|
| 5-th percentile | 0.2695 |
| Q1 | 0.3575 |
| median | 0.42 |
| Q3 | 0.47 |
| 95-th percentile | 0.6505 |
| Maximum | 1.03 |
| Range | 0.86 |
| Interquartile range (IQR) | 0.1125 |
Descriptive statistics
| Standard deviation | 0.11840113 |
|---|---|
| Coefficient of variation (CV) | 0.27819815 |
| Kurtosis | 6.4480691 |
| Mean | 0.4256 |
| Median Absolute Deviation (MAD) | 0.06 |
| Skewness | 1.5610977 |
| Sum | 42.56 |
| Variance | 0.014018828 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=37)
| Value | Count | Frequency (%) |
| 0.43 | 9 | 9.0% |
| 0.4 | 8 | 8.0% |
| 0.42 | 7 | 7.0% |
| 0.33 | 7 | 7.0% |
| 0.49 | 6 | 6.0% |
| 0.39 | 6 | 6.0% |
| 0.44 | 6 | 6.0% |
| 0.35 | 3 | 3.0% |
| 0.41 | 3 | 3.0% |
| 0.45 | 3 | 3.0% |
| Other values (27) | 42 |
| Value | Count | Frequency (%) |
| 0.17 | 1 | 1.0% |
| 0.18 | 1 | 1.0% |
| 0.22 | 1 | 1.0% |
| 0.26 | 2 | 2.0% |
| 0.27 | 2 | 2.0% |
| 0.28 | 2 | 2.0% |
| 0.29 | 1 | 1.0% |
| 0.3 | 1 | 1.0% |
| 0.32 | 3 | |
| 0.33 | 7 |
| Value | Count | Frequency (%) |
| 1.03 | 1 | |
| 0.7 | 2 | |
| 0.69 | 1 | |
| 0.66 | 1 | |
| 0.65 | 2 | |
| 0.6 | 1 | |
| 0.56 | 1 | |
| 0.54 | 1 | |
| 0.53 | 1 | |
| 0.52 | 2 |
win_ratio
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 59 |
|---|---|
| Distinct (%) | 59.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 16.287 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 30 |
| Zeros (%) | 30.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 12.35 |
| Q3 | 25 |
| 95-th percentile | 50 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 25 |
Descriptive statistics
| Standard deviation | 18.323582 |
|---|---|
| Coefficient of variation (CV) | 1.1250434 |
| Kurtosis | 3.9342225 |
| Mean | 16.287 |
| Median Absolute Deviation (MAD) | 12.35 |
| Skewness | 1.6367488 |
| Sum | 1628.7 |
| Variance | 335.75367 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.0 | 30 | |
| 50.0 | 6 | 6.0% |
| 25.0 | 4 | 4.0% |
| 2.4 | 2 | 2.0% |
| 27.3 | 2 | 2.0% |
| 23.1 | 2 | 2.0% |
| 2.3 | 2 | 2.0% |
| 26.7 | 1 | 1.0% |
| 27.6 | 1 | 1.0% |
| 13.3 | 1 | 1.0% |
| Other values (49) | 49 |
| Value | Count | Frequency (%) |
| 0.0 | 30 | |
| 2.0 | 1 | 1.0% |
| 2.3 | 2 | 2.0% |
| 2.4 | 2 | 2.0% |
| 4.8 | 1 | 1.0% |
| 4.9 | 1 | 1.0% |
| 5.0 | 1 | 1.0% |
| 5.4 | 1 | 1.0% |
| 5.6 | 1 | 1.0% |
| 5.7 | 1 | 1.0% |
| Value | Count | Frequency (%) |
| 100.0 | 1 | 1.0% |
| 75.0 | 1 | 1.0% |
| 50.0 | 6 | |
| 46.3 | 1 | 1.0% |
| 45.6 | 1 | 1.0% |
| 40.0 | 1 | 1.0% |
| 36.7 | 1 | 1.0% |
| 35.0 | 1 | 1.0% |
| 34.1 | 1 | 1.0% |
| 33.8 | 1 | 1.0% |
high_rank_ratio
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 62 |
|---|---|
| Distinct (%) | 62.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.734 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 19 |
| Zeros (%) | 19.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 12.125 |
| median | 35.2 |
| Q3 | 50 |
| 95-th percentile | 65.785 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 37.875 |
Descriptive statistics
| Standard deviation | 24.019673 |
|---|---|
| Coefficient of variation (CV) | 0.73378362 |
| Kurtosis | 0.08705008 |
| Mean | 32.734 |
| Median Absolute Deviation (MAD) | 14.85 |
| Skewness | 0.3999106 |
| Sum | 3273.4 |
| Variance | 576.94469 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0.0 | 19 | 19.0% |
| 50.0 | 15 | 15.0% |
| 100.0 | 3 | 3.0% |
| 12.2 | 2 | 2.0% |
| 11.9 | 2 | 2.0% |
| 75.0 | 2 | 2.0% |
| 25.0 | 2 | 2.0% |
| 5.0 | 1 | 1.0% |
| 18.0 | 1 | 1.0% |
| 22.2 | 1 | 1.0% |
| Other values (52) | 52 |
| Value | Count | Frequency (%) |
| 0.0 | 19 | |
| 5.0 | 1 | 1.0% |
| 8.1 | 1 | 1.0% |
| 9.8 | 1 | 1.0% |
| 11.3 | 1 | 1.0% |
| 11.9 | 2 | 2.0% |
| 12.2 | 2 | 2.0% |
| 12.5 | 1 | 1.0% |
| 15.8 | 1 | 1.0% |
| 16.0 | 1 | 1.0% |
| Value | Count | Frequency (%) |
| 100.0 | 3 | |
| 75.0 | 2 | |
| 65.3 | 1 | 1.0% |
| 63.6 | 1 | 1.0% |
| 63.2 | 1 | 1.0% |
| 58.3 | 1 | 1.0% |
| 57.0 | 1 | 1.0% |
| 56.9 | 1 | 1.0% |
| 52.3 | 1 | 1.0% |
| 51.7 | 1 | 1.0% |
high_3_rank_ratio
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 61 |
|---|---|
| Distinct (%) | 61.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 49.008 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 10 |
| Zeros (%) | 10.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 34.7 |
| median | 50 |
| Q3 | 62.55 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 27.85 |
Descriptive statistics
| Standard deviation | 24.630414 |
|---|---|
| Coefficient of variation (CV) | 0.50257946 |
| Kurtosis | 0.10533912 |
| Mean | 49.008 |
| Median Absolute Deviation (MAD) | 13.45 |
| Skewness | -0.21288936 |
| Sum | 4900.8 |
| Variance | 606.65731 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 50.0 | 17 | 17.0% |
| 0.0 | 10 | 10.0% |
| 100.0 | 6 | 6.0% |
| 75.0 | 4 | 4.0% |
| 58.2 | 3 | 3.0% |
| 58.3 | 3 | 3.0% |
| 25.0 | 2 | 2.0% |
| 58.7 | 2 | 2.0% |
| 23.8 | 1 | 1.0% |
| 30.6 | 1 | 1.0% |
| Other values (51) | 51 |
| Value | Count | Frequency (%) |
| 0.0 | 10 | |
| 20.0 | 1 | 1.0% |
| 21.4 | 1 | 1.0% |
| 22.0 | 1 | 1.0% |
| 23.8 | 1 | 1.0% |
| 24.5 | 1 | 1.0% |
| 25.0 | 2 | 2.0% |
| 26.3 | 1 | 1.0% |
| 27.0 | 1 | 1.0% |
| 27.5 | 1 | 1.0% |
| Value | Count | Frequency (%) |
| 100.0 | 6 | |
| 83.2 | 1 | 1.0% |
| 80.0 | 1 | 1.0% |
| 77.2 | 1 | 1.0% |
| 75.6 | 1 | 1.0% |
| 75.0 | 4 | |
| 70.9 | 1 | 1.0% |
| 70.8 | 1 | 1.0% |
| 70.5 | 1 | 1.0% |
| 70.0 | 1 | 1.0% |
racer_grd_cd
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 5.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 932.0 B |
| B2 | |
|---|---|
| B1 | |
| A2 | |
| A1 | |
| <NA> | 1 |
Length
| Max length | 4 |
|---|---|
| Median length | 2 |
| Mean length | 2.02 |
| Min length | 2 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 1.0% |
Sample
| 1st row | B2 |
|---|---|
| 2nd row | A2 |
| 3rd row | B1 |
| 4th row | A2 |
| 5th row | B1 |
Common Values
| Value | Count | Frequency (%) |
| B2 | 49 | |
| B1 | 27 | |
| A2 | 16 | 16.0% |
| A1 | 7 | 7.0% |
| <NA> | 1 | 1.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| b2 | 49 | |
| b1 | 27 | |
| a2 | 16 | 16.0% |
| a1 | 7 | 7.0% |
| na | 1 | 1.0% |
racer_perio_no
Categorical
HIGH CORRELATION
| Distinct | 2 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 932.0 B |
| 1 | |
|---|---|
| 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 2 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 59 | |
| 2 | 41 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 59 | |
| 2 | 41 |
| stnd_year | racer_no | racer_nm | race_cnt | rank_1_cnt | rank_2_cnt | rank_3_cnt | rank_4_cnt | rank_5_cnt | rank_6_cnt | avg_rank_scr | avg_acdnt_scr | avg_scr | avg_strt_tm | win_ratio | high_rank_ratio | high_3_rank_ratio | racer_grd_cd | racer_perio_no | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| stnd_year | 1.000 | 0.000 | 0.000 | 0.809 | 0.516 | 0.513 | 0.448 | 0.568 | 0.508 | 0.000 | 0.296 | 0.000 | 0.000 | 0.577 | 0.127 | 0.648 | 0.472 | 0.145 | 0.213 |
| racer_no | 0.000 | 1.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.695 | 0.635 | 0.988 | 0.916 | 0.855 | 0.000 | 0.000 | 0.000 | 1.000 | 1.000 |
| racer_nm | 0.000 | 1.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.695 | 0.635 | 0.988 | 0.916 | 0.855 | 0.000 | 0.000 | 0.000 | 1.000 | 1.000 |
| race_cnt | 0.809 | 0.000 | 0.000 | 1.000 | 0.621 | 0.785 | 0.822 | 0.755 | 0.674 | 0.666 | 0.262 | 0.000 | 0.291 | 0.638 | 0.365 | 0.558 | 0.639 | 0.256 | 1.000 |
| rank_1_cnt | 0.516 | 0.000 | 0.000 | 0.621 | 1.000 | 0.796 | 0.668 | 0.488 | 0.579 | 0.438 | 0.616 | 0.186 | 0.436 | 0.000 | 0.873 | 0.724 | 0.756 | 0.087 | 0.608 |
| rank_2_cnt | 0.513 | 0.000 | 0.000 | 0.785 | 0.796 | 1.000 | 0.864 | 0.799 | 0.640 | 0.645 | 0.629 | 0.000 | 0.378 | 0.000 | 0.371 | 0.651 | 0.748 | 0.238 | 0.970 |
| rank_3_cnt | 0.448 | 0.000 | 0.000 | 0.822 | 0.668 | 0.864 | 1.000 | 0.797 | 0.631 | 0.798 | 0.000 | 0.094 | 0.000 | 0.000 | 0.409 | 0.516 | 0.645 | 0.333 | 1.000 |
| rank_4_cnt | 0.568 | 0.000 | 0.000 | 0.755 | 0.488 | 0.799 | 0.797 | 1.000 | 0.669 | 0.834 | 0.000 | 0.000 | 0.000 | 0.387 | 0.369 | 0.497 | 0.439 | 0.000 | 1.000 |
| rank_5_cnt | 0.508 | 0.000 | 0.000 | 0.674 | 0.579 | 0.640 | 0.631 | 0.669 | 1.000 | 0.723 | 0.349 | 0.000 | 0.314 | 0.000 | 0.390 | 0.788 | 0.710 | 0.131 | 0.880 |
| rank_6_cnt | 0.000 | 0.695 | 0.695 | 0.666 | 0.438 | 0.645 | 0.798 | 0.834 | 0.723 | 1.000 | 0.279 | 0.000 | 0.068 | 0.000 | 0.337 | 0.369 | 0.558 | 0.000 | 0.979 |
| avg_rank_scr | 0.296 | 0.635 | 0.635 | 0.262 | 0.616 | 0.629 | 0.000 | 0.000 | 0.349 | 0.279 | 1.000 | 0.000 | 0.875 | 0.427 | 0.806 | 0.806 | 0.856 | 0.202 | 0.416 |
| avg_acdnt_scr | 0.000 | 0.988 | 0.988 | 0.000 | 0.186 | 0.000 | 0.094 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.706 | 0.338 | 0.000 | 0.000 | 0.291 | 0.208 | 0.465 |
| avg_scr | 0.000 | 0.916 | 0.916 | 0.291 | 0.436 | 0.378 | 0.000 | 0.000 | 0.314 | 0.068 | 0.875 | 0.706 | 1.000 | 0.278 | 0.719 | 0.889 | 0.899 | 0.263 | 0.390 |
| avg_strt_tm | 0.577 | 0.855 | 0.855 | 0.638 | 0.000 | 0.000 | 0.000 | 0.387 | 0.000 | 0.000 | 0.427 | 0.338 | 0.278 | 1.000 | 0.000 | 0.307 | 0.395 | 0.000 | 0.405 |
| win_ratio | 0.127 | 0.000 | 0.000 | 0.365 | 0.873 | 0.371 | 0.409 | 0.369 | 0.390 | 0.337 | 0.806 | 0.000 | 0.719 | 0.000 | 1.000 | 0.760 | 0.682 | 0.000 | 0.484 |
| high_rank_ratio | 0.648 | 0.000 | 0.000 | 0.558 | 0.724 | 0.651 | 0.516 | 0.497 | 0.788 | 0.369 | 0.806 | 0.000 | 0.889 | 0.307 | 0.760 | 1.000 | 0.901 | 0.254 | 0.663 |
| high_3_rank_ratio | 0.472 | 0.000 | 0.000 | 0.639 | 0.756 | 0.748 | 0.645 | 0.439 | 0.710 | 0.558 | 0.856 | 0.291 | 0.899 | 0.395 | 0.682 | 0.901 | 1.000 | 0.161 | 0.683 |
| racer_grd_cd | 0.145 | 1.000 | 1.000 | 0.256 | 0.087 | 0.238 | 0.333 | 0.000 | 0.131 | 0.000 | 0.202 | 0.208 | 0.263 | 0.000 | 0.000 | 0.254 | 0.161 | 1.000 | 0.000 |
| racer_perio_no | 0.213 | 1.000 | 1.000 | 1.000 | 0.608 | 0.970 | 1.000 | 1.000 | 0.880 | 0.979 | 0.416 | 0.465 | 0.390 | 0.405 | 0.484 | 0.663 | 0.683 | 0.000 | 1.000 |
| stnd_year | racer_perio_no | racer_grd_cd | |
|---|---|---|---|
| stnd_year | 1.000 | 0.348 | 0.135 |
| racer_perio_no | 0.348 | 1.000 | 0.000 |
| racer_grd_cd | 0.135 | 0.000 | 1.000 |
| race_cnt | rank_1_cnt | rank_2_cnt | rank_3_cnt | rank_4_cnt | rank_5_cnt | rank_6_cnt | avg_rank_scr | avg_acdnt_scr | avg_scr | avg_strt_tm | win_ratio | high_rank_ratio | high_3_rank_ratio | stnd_year | racer_grd_cd | racer_perio_no | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| race_cnt | 1.000 | 0.861 | 0.909 | 0.892 | 0.825 | 0.745 | 0.667 | 0.338 | 0.167 | 0.335 | -0.199 | 0.477 | 0.301 | 0.284 | 0.719 | 0.111 | 0.969 |
| rank_1_cnt | 0.861 | 1.000 | 0.825 | 0.748 | 0.636 | 0.536 | 0.494 | 0.561 | 0.214 | 0.521 | -0.357 | 0.775 | 0.513 | 0.486 | 0.403 | 0.045 | 0.638 |
| rank_2_cnt | 0.909 | 0.825 | 1.000 | 0.815 | 0.755 | 0.639 | 0.557 | 0.443 | 0.147 | 0.442 | -0.240 | 0.454 | 0.427 | 0.392 | 0.318 | 0.136 | 0.815 |
| rank_3_cnt | 0.892 | 0.748 | 0.815 | 1.000 | 0.781 | 0.712 | 0.650 | 0.274 | 0.236 | 0.267 | -0.119 | 0.351 | 0.144 | 0.288 | 0.370 | 0.134 | 0.937 |
| rank_4_cnt | 0.825 | 0.636 | 0.755 | 0.781 | 1.000 | 0.784 | 0.688 | 0.103 | 0.141 | 0.122 | -0.103 | 0.233 | 0.040 | -0.023 | 0.398 | 0.000 | 0.958 |
| rank_5_cnt | 0.745 | 0.536 | 0.639 | 0.712 | 0.784 | 1.000 | 0.800 | -0.156 | 0.124 | -0.111 | 0.020 | 0.135 | -0.137 | -0.234 | 0.250 | 0.076 | 0.883 |
| rank_6_cnt | 0.667 | 0.494 | 0.557 | 0.650 | 0.688 | 0.800 | 1.000 | -0.227 | 0.177 | -0.193 | 0.082 | 0.117 | -0.165 | -0.262 | 0.065 | 0.000 | 0.838 |
| avg_rank_scr | 0.338 | 0.561 | 0.443 | 0.274 | 0.103 | -0.156 | -0.227 | 1.000 | -0.040 | 0.943 | -0.468 | 0.744 | 0.909 | 0.932 | 0.191 | 0.074 | 0.323 |
| avg_acdnt_scr | 0.167 | 0.214 | 0.147 | 0.236 | 0.141 | 0.124 | 0.177 | -0.040 | 1.000 | -0.292 | 0.059 | 0.093 | -0.091 | 0.043 | 0.000 | 0.113 | 0.316 |
| avg_scr | 0.335 | 0.521 | 0.442 | 0.267 | 0.122 | -0.111 | -0.193 | 0.943 | -0.292 | 1.000 | -0.491 | 0.688 | 0.862 | 0.862 | 0.000 | 0.164 | 0.375 |
| avg_strt_tm | -0.199 | -0.357 | -0.240 | -0.119 | -0.103 | 0.020 | 0.082 | -0.468 | 0.059 | -0.491 | 1.000 | -0.459 | -0.467 | -0.414 | 0.432 | 0.000 | 0.324 |
| win_ratio | 0.477 | 0.775 | 0.454 | 0.351 | 0.233 | 0.135 | 0.117 | 0.744 | 0.093 | 0.688 | -0.459 | 1.000 | 0.739 | 0.636 | 0.091 | 0.000 | 0.507 |
| high_rank_ratio | 0.301 | 0.513 | 0.427 | 0.144 | 0.040 | -0.137 | -0.165 | 0.909 | -0.091 | 0.862 | -0.467 | 0.739 | 1.000 | 0.834 | 0.351 | 0.158 | 0.646 |
| high_3_rank_ratio | 0.284 | 0.486 | 0.392 | 0.288 | -0.023 | -0.234 | -0.262 | 0.932 | 0.043 | 0.862 | -0.414 | 0.636 | 0.834 | 1.000 | 0.208 | 0.062 | 0.659 |
| stnd_year | 0.719 | 0.403 | 0.318 | 0.370 | 0.398 | 0.250 | 0.065 | 0.191 | 0.000 | 0.000 | 0.432 | 0.091 | 0.351 | 0.208 | 1.000 | 0.135 | 0.348 |
| racer_grd_cd | 0.111 | 0.045 | 0.136 | 0.134 | 0.000 | 0.076 | 0.000 | 0.074 | 0.113 | 0.164 | 0.000 | 0.000 | 0.158 | 0.062 | 0.135 | 1.000 | 0.000 |
| racer_perio_no | 0.969 | 0.638 | 0.815 | 0.937 | 0.958 | 0.883 | 0.838 | 0.323 | 0.316 | 0.375 | 0.324 | 0.507 | 0.646 | 0.659 | 0.348 | 0.000 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| stnd_year | racer_no | racer_nm | race_cnt | rank_1_cnt | rank_2_cnt | rank_3_cnt | rank_4_cnt | rank_5_cnt | rank_6_cnt | avg_rank_scr | avg_acdnt_scr | avg_scr | avg_strt_tm | win_ratio | high_rank_ratio | high_3_rank_ratio | racer_grd_cd | racer_perio_no | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2002 | 01-010 | 김덕환 | 41 | 1 | 4 | 9 | 8 | 11 | 8 | 4.15 | 0.2 | 3.95 | 0.49 | 2.4 | 12.2 | 34.1 | B2 | 1 |
| 1 | 2021 | 02-038 | 최재원 | 12 | 2 | 5 | 0 | 2 | 3 | 0 | 6.17 | 0.17 | 6.0 | 0.17 | 16.7 | 58.3 | 58.3 | A2 | 2 |
| 2 | 2002 | 01-008 | 김국흠 | 48 | 11 | 8 | 9 | 4 | 8 | 4 | 5.79 | 0.79 | 5.0 | 0.42 | 22.9 | 39.6 | 58.3 | B1 | 1 |
| 3 | 2002 | 01-007 | 길현태 | 55 | 10 | 9 | 20 | 8 | 4 | 4 | 6.51 | 0.51 | 6.0 | 0.45 | 18.2 | 34.5 | 70.9 | A2 | 1 |
| 4 | 2002 | 01-006 | 권현기 | 56 | 3 | 6 | 9 | 12 | 10 | 12 | 4.16 | 0.59 | 3.57 | 0.35 | 5.4 | 16.1 | 32.1 | B1 | 1 |
| 5 | 2002 | 01-005 | 권오현 | 44 | 1 | 7 | 9 | 8 | 14 | 4 | 4.48 | 0.64 | 3.84 | 0.44 | 2.3 | 18.2 | 38.6 | B2 | 1 |
| 6 | 2002 | 01-004 | 권명호 | 60 | 21 | 6 | 10 | 6 | 10 | 2 | 6.57 | 0.57 | 6.0 | 0.43 | 35.0 | 45.0 | 61.7 | B1 | 1 |
| 7 | 2021 | 02-037 | 최광성 | 12 | 3 | 3 | 1 | 1 | 3 | 1 | 5.92 | 0.17 | 5.75 | 0.22 | 25.0 | 50.0 | 58.3 | A2 | 2 |
| 8 | 2002 | 01-002 | 강창효 | 44 | 12 | 9 | 7 | 4 | 3 | 4 | 6.2 | 1.14 | 5.07 | 0.33 | 27.3 | 47.7 | 63.6 | B2 | 1 |
| 9 | 2002 | 01-001 | 강지환 | 49 | 10 | 7 | 8 | 5 | 7 | 8 | 5.33 | 0.98 | 4.35 | 0.39 | 20.4 | 34.7 | 51.0 | B1 | 1 |
| stnd_year | racer_no | racer_nm | race_cnt | rank_1_cnt | rank_2_cnt | rank_3_cnt | rank_4_cnt | rank_5_cnt | rank_6_cnt | avg_rank_scr | avg_acdnt_scr | avg_scr | avg_strt_tm | win_ratio | high_rank_ratio | high_3_rank_ratio | racer_grd_cd | racer_perio_no | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 90 | 2003 | 01-010 | 김덕환 | 53 | 3 | 3 | 7 | 11 | 18 | 9 | 3.83 | 0.43 | 3.4 | 0.43 | 5.7 | 11.3 | 24.5 | B2 | 1 |
| 91 | 2003 | 01-009 | 김대선 | 59 | 8 | 10 | 12 | 8 | 8 | 10 | 5.19 | 0.48 | 4.7 | 0.43 | 13.6 | 30.5 | 50.8 | B1 | 1 |
| 92 | 2003 | 01-008 | 김국흠 | 39 | 6 | 9 | 4 | 6 | 8 | 5 | 5.46 | 0.58 | 4.88 | 0.39 | 15.4 | 38.5 | 48.7 | B1 | 1 |
| 93 | 2003 | 01-007 | 길현태 | 88 | 25 | 20 | 17 | 13 | 8 | 4 | 7.14 | 0.18 | 6.96 | 0.33 | 28.4 | 51.1 | 70.5 | A2 | 1 |
| 94 | 2003 | 01-006 | 권현기 | 86 | 23 | 26 | 16 | 10 | 6 | 5 | 7.42 | 0.17 | 7.24 | 0.34 | 26.7 | 57.0 | 75.6 | B1 | 1 |
| 95 | 2003 | 01-005 | 권오현 | 50 | 0 | 8 | 11 | 8 | 12 | 9 | 4.24 | 0.57 | 3.67 | 0.42 | 0.0 | 16.0 | 38.0 | B2 | 1 |
| 96 | 2003 | 01-004 | 권명호 | 95 | 44 | 18 | 17 | 9 | 4 | 1 | 8.25 | 0.27 | 7.98 | 0.38 | 46.3 | 65.3 | 83.2 | B1 | 1 |
| 97 | 2003 | 01-003 | 곽현성 | 57 | 26 | 10 | 8 | 7 | 2 | 2 | 7.89 | 0.49 | 7.4 | 0.39 | 45.6 | 63.2 | 77.2 | A1 | 1 |
| 98 | 2003 | 01-002 | 강창효 | 39 | 9 | 5 | 7 | 5 | 8 | 2 | 5.67 | 1.1 | 4.56 | 0.41 | 23.1 | 35.9 | 53.8 | B2 | 1 |
| 99 | 2003 | 01-001 | 강지환 | 74 | 25 | 13 | 11 | 6 | 7 | 9 | 6.74 | 0.54 | 6.2 | 0.33 | 33.8 | 51.4 | 66.2 | B1 | 1 |