gimi9 Pandas Profiling

Dataset statistics

Number of variables	73
Number of observations	100
Missing cells	200
Missing cells (%)	2.7%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	63.4 KiB
Average record size in memory	649.3 B

Variable types

Categorical	11
Numeric	59
Text	1
Unsupported	2

Dataset

Description	Sample
Author	(주)어메이징푸드솔루션
URL	https://www.bigdata-telecom.kr/invoke/SOKBP2603/?goodsCode=AFS00000000000000018

Alerts

`FD_SVC_CODE` has constant value ""	Constant
`LEGALDONG_CODE` has constant value ""	Constant
`FD_SVC_NM` has constant value ""	Constant
`LEGALDONG_NM` has constant value ""	Constant
`VITD_VALUE` is highly imbalanced (84.9%)	Imbalance
`FLRN_VALUE` is highly imbalanced (86.0%)	Imbalance
`TRANSFA_VALUE` is highly imbalanced (89.8%)	Imbalance
`LAST_UPDT_DT` has 100 (100.0%) missing values	Missing
`TRANSMIS_DTTM` has 100 (100.0%) missing values	Missing
`FD_NM` has unique values	Unique
`LAST_UPDT_DT` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`TRANSMIS_DTTM` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`TOT_CALORIE_VALUE` has 9 (9.0%) zeros	Zeros
`CARBO_VALUE` has 19 (19.0%) zeros	Zeros
`FAT_VALUE` has 42 (42.0%) zeros	Zeros
`VFAT_VALUE` has 72 (72.0%) zeros	Zeros
`AFAT_VALUE` has 94 (94.0%) zeros	Zeros
`PROTN_VALUE` has 21 (21.0%) zeros	Zeros
`VPRTN_VALUE` has 57 (57.0%) zeros	Zeros
`APRTN_VALUE` has 94 (94.0%) zeros	Zeros
`FIBR_VALUE` has 42 (42.0%) zeros	Zeros
`MOIST_VALUE` has 20 (20.0%) zeros	Zeros
`ASH_VALUE` has 25 (25.0%) zeros	Zeros
`VITA_VALUE` has 72 (72.0%) zeros	Zeros
`RTNOL_VALUE` has 93 (93.0%) zeros	Zeros
`BCRT_VALUE` has 66 (66.0%) zeros	Zeros
`VITE_VALUE` has 52 (52.0%) zeros	Zeros
`VITK_VALUE` has 68 (68.0%) zeros	Zeros
`VITC_VALUE` has 63 (63.0%) zeros	Zeros
`VITB1_VALUE` has 68 (68.0%) zeros	Zeros
`VITB2_VALUE` has 55 (55.0%) zeros	Zeros
`NIACN_VALUE` has 41 (41.0%) zeros	Zeros
`VITB6_VALUE` has 76 (76.0%) zeros	Zeros
`FOLATE_VALUE` has 31 (31.0%) zeros	Zeros
`VITB12_VALUE` has 91 (91.0%) zeros	Zeros
`PANTO_VALUE` has 64 (64.0%) zeros	Zeros
`BIOTIN_VALUE` has 89 (89.0%) zeros	Zeros
`CA_VALUE` has 8 (8.0%) zeros	Zeros
`VCA_VALUE` has 57 (57.0%) zeros	Zeros
`ACA_VALUE` has 94 (94.0%) zeros	Zeros
`PHOSPHO_VALUE` has 20 (20.0%) zeros	Zeros
`NA_VALUE` has 13 (13.0%) zeros	Zeros
`CHLOR_VALUE` has 87 (87.0%) zeros	Zeros
`POTSSM_VALUE` has 9 (9.0%) zeros	Zeros
`MGM_VALUE` has 45 (45.0%) zeros	Zeros
`IRON_VALUE` has 27 (27.0%) zeros	Zeros
`VIRON_VALUE` has 59 (59.0%) zeros	Zeros
`AIRON_VALUE` has 94 (94.0%) zeros	Zeros
`ZINC_VALUE` has 51 (51.0%) zeros	Zeros
`COPPR_VALUE` has 71 (71.0%) zeros	Zeros
`MANG_VALUE` has 69 (69.0%) zeros	Zeros
`IDN_VALUE` has 83 (83.0%) zeros	Zeros
`SELEN_VALUE` has 47 (47.0%) zeros	Zeros
`CHOLE_VALUE` has 91 (91.0%) zeros	Zeros
`TFA_VALUE` has 71 (71.0%) zeros	Zeros
`SAFA_VALUE` has 72 (72.0%) zeros	Zeros
`MUFA_VALUE` has 78 (78.0%) zeros	Zeros
`PUFA_VALUE` has 72 (72.0%) zeros	Zeros
`ILE_VALUE` has 44 (44.0%) zeros	Zeros
`LEU_VALUE` has 44 (44.0%) zeros	Zeros
`LYS_VALUE` has 46 (46.0%) zeros	Zeros
`METHIO_VALUE` has 44 (44.0%) zeros	Zeros
`PHE_VALUE` has 44 (44.0%) zeros	Zeros
`THREO_VALUE` has 44 (44.0%) zeros	Zeros
`TRYPTO_VALUE` has 49 (49.0%) zeros	Zeros
`VALINE_VALUE` has 44 (44.0%) zeros	Zeros
`HISTI_VALUE` has 46 (46.0%) zeros	Zeros
`ARGI_VALUE` has 44 (44.0%) zeros	Zeros

Reproduction

Analysis started	2023-12-10 06:21:17.112071
Analysis finished	2023-12-10 06:21:18.042313
Duration	0.93 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

FD_CODE
Categorical

Distinct	12
Distinct (%)	12.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

AF002040150031	14
AF002070140071	14
AF002020110161	14
AF002050140001	11
AF002010170041	9
Other values (7)	38

Length

Max length	14
Median length	14
Mean length	14
Min length	14

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	AF002010170041
2nd row	AF002010170041
3rd row	AF002010170041
4th row	AF002010170041
5th row	AF002010170041

Common Values

Value	Count	Frequency (%)
AF002040150031	14	14.0%
AF002070140071	14	14.0%
AF002020110161	14	14.0%
AF002050140001	11	11.0%
AF002010170041	9	9.0%
AF002030110181	7	7.0%
AF002100110001	6	6.0%
AF002040110031	6	6.0%
AF002110110031	6	6.0%
AF002100140061	5	5.0%
Other values (2)	8	8.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
af002040150031	14	14.0%
af002070140071	14	14.0%
af002020110161	14	14.0%
af002050140001	11	11.0%
af002010170041	9	9.0%
af002030110181	7	7.0%
af002100110001	6	6.0%
af002040110031	6	6.0%
af002110110031	6	6.0%
af002100140061	5	5.0%
Other values (2)	8	8.0%

FD_SVC_CODE
Categorical

CONSTANT

Distinct	1
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

AF002	100

Length

Max length	5
Median length	5
Mean length	5
Min length	5

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	AF002
2nd row	AF002
3rd row	AF002
4th row	AF002
5th row	AF002

Common Values

Value	Count	Frequency (%)
AF002	100	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
af002	100	100.0%

FOOD_CODE
Real number (ℝ)

Distinct	46
Distinct (%)	46.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.5389342 × 10⁹

Minimum	1.10022 × 10⁹
Maximum	1.710022 × 10¹⁰
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	1.10022 × 10⁹
5-th percentile	1.2001942 × 10⁹
Q1	6.1020801 × 10⁹
median	8.1028752 × 10⁹
Q3	1.610008 × 10¹⁰
95-th percentile	1.620032 × 10¹⁰
Maximum	1.710022 × 10¹⁰
Range	1.6 × 10¹⁰
Interquartile range (IQR)	9.9979999 × 10⁹

Descriptive statistics

Standard deviation	5.4149977 × 10⁹
Coefficient of variation (CV)	0.56767324
Kurtosis	-1.4694179
Mean	9.5389342 × 10⁹
Median Absolute Deviation (MAD)	5.0026951 × 10⁹
Skewness	0.0033078786
Sum	9.5389342 × 10¹¹
Variance	2.93222 × 10¹⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=46)

Value	Count	Frequency (%)
6201950020	9	9.0%
16200320010	8	8.0%
6200620010	8	8.0%
16200010020	6	6.0%
14000280000	4	4.0%
14200260010	4	4.0%
16100080010	4	4.0%
1202010210	4	4.0%
3100180050	4	4.0%
10200030010	3	3.0%
Other values (36)	46	46.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1100220020	1	1.0%
1100280010	3	3.0%
1200080010	1	1.0%
1200200190	1	1.0%
1202010210	4	4.0%
2103000010	2	2.0%
3100180050	4	4.0%
4200240010	1	1.0%
4201000010	1	1.0%
5100190050	1	1.0%

Value	Count	Frequency (%)
17100220010	2	2.0%
16200320010	8	8.0%
16200120000	2	2.0%
16200050010	2	2.0%
16200010020	6	6.0%
16100730020	3	3.0%
16100080010	4	4.0%
16100070010	1	1.0%
15201150010	1	1.0%
14200260010	4	4.0%

FD_QY_VALUE
Real number (ℝ)

Distinct	49
Distinct (%)	49.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	15.1073

Minimum	0.05
Maximum	200
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0.05
5-th percentile	0.1
Q1	0.5
median	2.8
Q3	15.1
95-th percentile	56.09
Maximum	200
Range	199.95
Interquartile range (IQR)	14.6

Descriptive statistics

Standard deviation	34.108943
Coefficient of variation (CV)	2.2577789
Kurtosis	18.826592
Mean	15.1073
Median Absolute Deviation (MAD)	2.7
Skewness	4.1771756
Sum	1510.73
Variance	1163.42
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
0.1	11	11.0%
0.3	8	8.0%
1.5	5	5.0%
7.7	4	4.0%
0.5	4	4.0%
0.6	3	3.0%
15.4	3	3.0%
0.2	3	3.0%
12.3	3	3.0%
0.8	3	3.0%
Other values (39)	53	53.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.05	1	1.0%
0.1	11	11.0%
0.2	3	3.0%
0.3	8	8.0%
0.5	4	4.0%
0.6	3	3.0%
0.8	3	3.0%
0.9	2	2.0%
1.0	1	1.0%
1.1	1	1.0%

Value	Count	Frequency (%)
200.0	1	1.0%
184.6	1	1.0%
180.0	1	1.0%
77.0	1	1.0%
69.2	1	1.0%
55.4	1	1.0%
46.2	1	1.0%
46.0	2	2.0%
32.0	1	1.0%
30.8	2	2.0%

TOT_CALORIE_VALUE
Real number (ℝ)

ZEROS

Distinct	71
Distinct (%)	71.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20.9926

Minimum	0
Maximum	250.5
Zeros	9
Zeros (%)	9.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.59
median	2.34
Q3	28.1525
95-th percentile	64.1625
Maximum	250.5
Range	250.5
Interquartile range (IQR)	27.5625

Descriptive statistics

Standard deviation	41.407693
Coefficient of variation (CV)	1.97249
Kurtosis	13.702042
Mean	20.9926
Median Absolute Deviation (MAD)	2.34
Skewness	3.4525428
Sum	2099.26
Variance	1714.5971
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	9	9.0%
0.31	6	6.0%
1.89	4	4.0%
0.38	3	3.0%
5.01	2	2.0%
63.0	2	2.0%
62.39	2	2.0%
7.35	2	2.0%
0.73	2	2.0%
0.59	2	2.0%
Other values (61)	66	66.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	9	9.0%
0.13	2	2.0%
0.21	2	2.0%
0.27	1	1.0%
0.3	1	1.0%
0.31	6	6.0%
0.38	3	3.0%
0.59	2	2.0%
0.64	1	1.0%
0.69	1	1.0%

Value	Count	Frequency (%)
250.5	1	1.0%
187.25	1	1.0%
173.25	1	1.0%
168.82	1	1.0%
86.25	1	1.0%
63.0	2	2.0%
62.39	2	2.0%
58.46	1	1.0%
57.75	1	1.0%
51.84	1	1.0%

CARBO_VALUE
Real number (ℝ)

ZEROS

Distinct	54
Distinct (%)	54.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.4387

Minimum	0
Maximum	54.32
Zeros	19
Zeros (%)	19.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.03
median	0.18
Q3	1.03
95-th percentile	13.236
Maximum	54.32
Range	54.32
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	8.8685169
Coefficient of variation (CV)	2.5790319
Kurtosis	15.770495
Mean	3.4387
Median Absolute Deviation (MAD)	0.18
Skewness	3.7974428
Sum	343.87
Variance	78.650591
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	19	19.0%
0.05	5	5.0%
0.03	5	5.0%
0.18	4	4.0%
0.09	4	4.0%
0.45	4	4.0%
0.08	3	3.0%
0.06	3	3.0%
0.22	3	3.0%
0.2	2	2.0%
Other values (44)	48	48.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	19	19.0%
0.01	2	2.0%
0.02	1	1.0%
0.03	5	5.0%
0.04	2	2.0%
0.05	5	5.0%
0.06	3	3.0%
0.08	3	3.0%
0.09	4	4.0%
0.12	1	1.0%

Value	Count	Frequency (%)
54.32	1	1.0%
39.61	1	1.0%
37.92	1	1.0%
34.41	1	1.0%
19.43	1	1.0%
12.91	1	1.0%
12.72	2	2.0%
12.64	1	1.0%
12.41	1	1.0%
12.3	1	1.0%

FAT_VALUE
Real number (ℝ)

ZEROS

Distinct	36
Distinct (%)	36.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.4654

Minimum	0
Maximum	7
Zeros	42
Zeros (%)	42.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.015
Q3	0.1975
95-th percentile	2.01
Maximum	7
Range	7
Interquartile range (IQR)	0.1975

Descriptive statistics

Standard deviation	1.2511445
Coefficient of variation (CV)	2.6883207
Kurtosis	16.709136
Mean	0.4654
Median Absolute Deviation (MAD)	0.015
Skewness	3.9813331
Sum	46.54
Variance	1.5653625
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=36)

Value	Count	Frequency (%)
0.0	42	42.0%
0.01	8	8.0%
0.02	5	5.0%
0.09	5	5.0%
0.19	4	4.0%
0.63	2	2.0%
5.0	2	2.0%
0.05	2	2.0%
0.06	2	2.0%
7.0	2	2.0%
Other values (26)	26	26.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	42	42.0%
0.01	8	8.0%
0.02	5	5.0%
0.03	1	1.0%
0.04	1	1.0%
0.05	2	2.0%
0.06	2	2.0%
0.07	1	1.0%
0.08	1	1.0%
0.09	5	5.0%

Value	Count	Frequency (%)
7.0	2	2.0%
5.0	2	2.0%
2.2	1	1.0%
2.0	1	1.0%
1.89	1	1.0%
1.64	1	1.0%
1.61	1	1.0%
1.57	1	1.0%
1.5	1	1.0%
1.41	1	1.0%

VFAT_VALUE
Real number (ℝ)

ZEROS

Distinct	21
Distinct (%)	21.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1006

Minimum	0
Maximum	2.2
Zeros	72
Zeros (%)	72.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.01
95-th percentile	0.5155
Maximum	2.2
Range	2.2
Interquartile range (IQR)	0.01

Descriptive statistics

Standard deviation	0.35036149
Coefficient of variation (CV)	3.4827186
Kurtosis	23.961704
Mean	0.1006
Median Absolute Deviation (MAD)	0
Skewness	4.8035928
Sum	10.06
Variance	0.12275317
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
0.0	72	72.0%
0.01	5	5.0%
0.19	4	4.0%
0.06	2	2.0%
0.04	1	1.0%
0.35	1	1.0%
0.05	1	1.0%
0.3	1	1.0%
0.11	1	1.0%
1.61	1	1.0%
Other values (11)	11	11.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	72	72.0%
0.01	5	5.0%
0.02	1	1.0%
0.03	1	1.0%
0.04	1	1.0%
0.05	1	1.0%
0.06	2	2.0%
0.08	1	1.0%
0.09	1	1.0%
0.11	1	1.0%

Value	Count	Frequency (%)
2.2	1	1.0%
2.0	1	1.0%
1.61	1	1.0%
0.8	1	1.0%
0.62	1	1.0%
0.51	1	1.0%
0.35	1	1.0%
0.3	1	1.0%
0.19	4	4.0%
0.17	1	1.0%

AFAT_VALUE
Real number (ℝ)

ZEROS

Distinct	6
Distinct (%)	6.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0601

Minimum	0
Maximum	1.89
Zeros	94
Zeros (%)	94.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.383
Maximum	1.89
Range	1.89
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.2714737
Coefficient of variation (CV)	4.5170333
Kurtosis	28.199392
Mean	0.0601
Median Absolute Deviation (MAD)	0
Skewness	5.1660562
Sum	6.01
Variance	0.07369797
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0.0	94	94.0%
0.63	2	2.0%
1.08	1	1.0%
0.37	1	1.0%
1.41	1	1.0%
1.89	1	1.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	94	94.0%
0.37	1	1.0%
0.63	2	2.0%
1.08	1	1.0%
1.41	1	1.0%
1.89	1	1.0%

Value	Count	Frequency (%)
1.89	1	1.0%
1.41	1	1.0%
1.08	1	1.0%
0.63	2	2.0%
0.37	1	1.0%
0.0	94	94.0%

PROTN_VALUE
Real number (ℝ)

ZEROS

Distinct	48
Distinct (%)	48.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.828

Minimum	0
Maximum	8.46
Zeros	21
Zeros (%)	21.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.01
median	0.08
Q3	0.7925
95-th percentile	4.65
Maximum	8.46
Range	8.46
Interquartile range (IQR)	0.7825

Descriptive statistics

Standard deviation	1.5920859
Coefficient of variation (CV)	1.922809
Kurtosis	6.3841373
Mean	0.828
Median Absolute Deviation (MAD)	0.08
Skewness	2.474247
Sum	82.8
Variance	2.5347374
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=48)

Value	Count	Frequency (%)
0.0	21	21.0%
0.01	10	10.0%
0.02	6	6.0%
0.03	5	5.0%
0.08	5	5.0%
0.04	3	3.0%
0.91	2	2.0%
4.65	2	2.0%
0.69	2	2.0%
0.15	2	2.0%
Other values (38)	42	42.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	21	21.0%
0.01	10	10.0%
0.02	6	6.0%
0.03	5	5.0%
0.04	3	3.0%
0.05	2	2.0%
0.06	1	1.0%
0.07	1	1.0%
0.08	5	5.0%
0.09	2	2.0%

Value	Count	Frequency (%)
8.46	1	1.0%
6.06	1	1.0%
5.46	1	1.0%
4.78	1	1.0%
4.65	2	2.0%
4.29	1	1.0%
3.68	1	1.0%
3.42	1	1.0%
3.17	1	1.0%
2.98	1	1.0%

VPRTN_VALUE
Real number (ℝ)

ZEROS

Distinct	23
Distinct (%)	23.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2967

Minimum	0
Maximum	4.78
Zeros	57
Zeros (%)	57.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.04
95-th percentile	2.489
Maximum	4.78
Range	4.78
Interquartile range (IQR)	0.04

Descriptive statistics

Standard deviation	0.87198839
Coefficient of variation (CV)	2.9389565
Kurtosis	12.877312
Mean	0.2967
Median Absolute Deviation (MAD)	0
Skewness	3.5708999
Sum	29.67
Variance	0.76036375
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
0.0	57	57.0%
0.01	9	9.0%
0.02	5	5.0%
0.08	4	4.0%
0.04	3	3.0%
0.03	2	2.0%
1.77	2	2.0%
0.69	2	2.0%
0.05	2	2.0%
0.83	1	1.0%
Other values (13)	13	13.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	57	57.0%
0.01	9	9.0%
0.02	5	5.0%
0.03	2	2.0%
0.04	3	3.0%
0.05	2	2.0%
0.08	4	4.0%
0.09	1	1.0%
0.13	1	1.0%
0.16	1	1.0%

Value	Count	Frequency (%)
4.78	1	1.0%
4.29	1	1.0%
3.42	1	1.0%
2.85	1	1.0%
2.66	1	1.0%
2.48	1	1.0%
1.77	2	2.0%
1.02	1	1.0%
0.83	1	1.0%
0.8	1	1.0%

APRTN_VALUE
Real number (ℝ)

ZEROS

Distinct	6
Distinct (%)	6.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.237

Minimum	0
Maximum	8.46
Zeros	94
Zeros (%)	94.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.91
Maximum	8.46
Range	8.46
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.1603774
Coefficient of variation (CV)	4.8961073
Kurtosis	33.24861
Mean	0.237
Median Absolute Deviation (MAD)	0
Skewness	5.6330187
Sum	23.7
Variance	1.3464758
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0.0	94	94.0%
0.91	2	2.0%
4.65	1	1.0%
8.46	1	1.0%
6.06	1	1.0%
2.71	1	1.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	94	94.0%
0.91	2	2.0%
2.71	1	1.0%
4.65	1	1.0%
6.06	1	1.0%
8.46	1	1.0%

Value	Count	Frequency (%)
8.46	1	1.0%
6.06	1	1.0%
4.65	1	1.0%
2.71	1	1.0%
0.91	2	2.0%
0.0	94	94.0%

LEGALDONG_CODE
Categorical

CONSTANT

Distinct	1
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

CB	100

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	CB
2nd row	CB
3rd row	CB
4th row	CB
5th row	CB

Common Values

Value	Count	Frequency (%)
CB	100	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
cb	100	100.0%

FIBR_VALUE
Real number (ℝ)

ZEROS

Distinct	35
Distinct (%)	35.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.3299

Minimum	0
Maximum	5.71
Zeros	42
Zeros (%)	42.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.02
Q3	0.13
95-th percentile	2.046
Maximum	5.71
Range	5.71
Interquartile range (IQR)	0.13

Descriptive statistics

Standard deviation	0.89656189
Coefficient of variation (CV)	2.7176778
Kurtosis	19.584926
Mean	0.3299
Median Absolute Deviation (MAD)	0.02
Skewness	4.1710364
Sum	32.99
Variance	0.80382322
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=35)

Value	Count	Frequency (%)
0.0	42	42.0%
0.02	9	9.0%
0.01	4	4.0%
0.04	4	4.0%
0.09	4	4.0%
0.13	3	3.0%
0.07	2	2.0%
0.08	2	2.0%
0.48	2	2.0%
0.17	2	2.0%
Other values (25)	26	26.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	42	42.0%
0.01	4	4.0%
0.02	9	9.0%
0.03	2	2.0%
0.04	4	4.0%
0.05	1	1.0%
0.07	2	2.0%
0.08	2	2.0%
0.09	4	4.0%
0.1	1	1.0%

Value	Count	Frequency (%)
5.71	1	1.0%
4.9	1	1.0%
3.0	1	1.0%
2.3	1	1.0%
2.16	1	1.0%
2.04	1	1.0%
1.42	1	1.0%
1.39	1	1.0%
1.3	1	1.0%
1.29	1	1.0%

MOIST_VALUE
Real number (ℝ)

ZEROS

Distinct	61
Distinct (%)	61.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10.2222

Minimum	0
Maximum	199.6
Zeros	20
Zeros (%)	20.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.0175
median	0.84
Q3	5.4375
95-th percentile	27.8655
Maximum	199.6
Range	199.6
Interquartile range (IQR)	5.42

Descriptive statistics

Standard deviation	32.862372
Coefficient of variation (CV)	3.2148043
Kurtosis	24.621183
Mean	10.2222
Median Absolute Deviation (MAD)	0.84
Skewness	4.9323538
Sum	1022.22
Variance	1079.9355
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	20	20.0%
0.01	5	5.0%
0.02	5	5.0%
0.95	4	4.0%
2.55	3	3.0%
5.87	2	2.0%
0.38	2	2.0%
0.73	2	2.0%
0.18	2	2.0%
2.26	2	2.0%
Other values (51)	53	53.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	20	20.0%
0.01	5	5.0%
0.02	5	5.0%
0.03	1	1.0%
0.09	1	1.0%
0.14	1	1.0%
0.16	1	1.0%
0.18	2	2.0%
0.19	2	2.0%
0.24	1	1.0%

Value	Count	Frequency (%)
199.6	1	1.0%
183.49	1	1.0%
178.92	1	1.0%
70.07	1	1.0%
36.52	1	1.0%
27.41	1	1.0%
26.3	1	1.0%
25.5	1	1.0%
24.12	1	1.0%
24.01	1	1.0%

ASH_VALUE
Real number (ℝ)

ZEROS

Distinct	36
Distinct (%)	36.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1497

Minimum	0
Maximum	1.57
Zeros	25
Zeros (%)	25.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.0075
median	0.04
Q3	0.18
95-th percentile	0.644
Maximum	1.57
Range	1.57
Interquartile range (IQR)	0.1725

Descriptive statistics

Standard deviation	0.25048823
Coefficient of variation (CV)	1.6732681
Kurtosis	10.988087
Mean	0.1497
Median Absolute Deviation (MAD)	0.04
Skewness	2.9164201
Sum	14.97
Variance	0.062744354
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=36)

Value	Count	Frequency (%)
0.0	25	25.0%
0.02	8	8.0%
0.1	7	7.0%
0.04	7	7.0%
0.01	6	6.0%
0.03	5	5.0%
0.08	3	3.0%
0.07	3	3.0%
0.05	3	3.0%
0.06	3	3.0%
Other values (26)	30	30.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	25	25.0%
0.01	6	6.0%
0.02	8	8.0%
0.03	5	5.0%
0.04	7	7.0%
0.05	3	3.0%
0.06	3	3.0%
0.07	3	3.0%
0.08	3	3.0%
0.09	1	1.0%

Value	Count	Frequency (%)
1.57	1	1.0%
0.96	1	1.0%
0.83	1	1.0%
0.77	1	1.0%
0.72	1	1.0%
0.64	1	1.0%
0.6	1	1.0%
0.57	1	1.0%
0.5	1	1.0%
0.44	1	1.0%

VITA_VALUE
Real number (ℝ)

ZEROS

Distinct	23
Distinct (%)	23.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.9204

Minimum	0
Maximum	203.28
Zeros	72
Zeros (%)	72.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.1775
95-th percentile	15.7885
Maximum	203.28
Range	203.28
Interquartile range (IQR)	0.1775

Descriptive statistics

Standard deviation	22.80972
Coefficient of variation (CV)	4.635745
Kurtosis	60.585282
Mean	4.9204
Median Absolute Deviation (MAD)	0
Skewness	7.3956732
Sum	492.04
Variance	520.28332
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
0.0	72	72.0%
0.02	3	3.0%
11.78	2	2.0%
1.03	2	2.0%
3.62	2	2.0%
0.65	2	2.0%
2.76	1	1.0%
13.95	1	1.0%
5.06	1	1.0%
0.84	1	1.0%
Other values (13)	13	13.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	72	72.0%
0.02	3	3.0%
0.65	2	2.0%
0.84	1	1.0%
1.03	2	2.0%
1.55	1	1.0%
1.74	1	1.0%
2.4	1	1.0%
2.76	1	1.0%
3.6	1	1.0%

Value	Count	Frequency (%)
203.28	1	1.0%
91.37	1	1.0%
35.19	1	1.0%
34.55	1	1.0%
30.96	1	1.0%
14.99	1	1.0%
13.95	1	1.0%
11.78	2	2.0%
6.06	1	1.0%
5.52	1	1.0%

RTNOL_VALUE
Real number (ℝ)

ZEROS

Distinct	7
Distinct (%)	7.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.6993

Minimum	0
Maximum	34.5
Zeros	93
Zeros (%)	93.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2.802
Maximum	34.5
Range	34.5
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	3.8394595
Coefficient of variation (CV)	5.4904325
Kurtosis	62.771307
Mean	0.6993
Median Absolute Deviation (MAD)	0
Skewness	7.5183758
Sum	69.93
Variance	14.741449
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0.0	93	93.0%
11.55	2	2.0%
2.76	1	1.0%
5.52	1	1.0%
3.6	1	1.0%
34.5	1	1.0%
0.45	1	1.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	93	93.0%
0.45	1	1.0%
2.76	1	1.0%
3.6	1	1.0%
5.52	1	1.0%
11.55	2	2.0%
34.5	1	1.0%

Value	Count	Frequency (%)
34.5	1	1.0%
11.55	2	2.0%
5.52	1	1.0%
3.6	1	1.0%
2.76	1	1.0%
0.45	1	1.0%
0.0	93	93.0%

BCRT_VALUE
Real number (ℝ)

ZEROS

Distinct	29
Distinct (%)	29.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	28.7834

Minimum	0
Maximum	1219.68
Zeros	66
Zeros (%)	66.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	3.945
95-th percentile	93.5205
Maximum	1219.68
Range	1219.68
Interquartile range (IQR)	3.945

Descriptive statistics

Standard deviation	136.2291
Coefficient of variation (CV)	4.7329049
Kurtosis	61.915063
Mean	28.7834
Median Absolute Deviation (MAD)	0
Skewness	7.5003205
Sum	2878.34
Variance	18558.367
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
0.0	66	66.0%
0.13	3	3.0%
1.39	2	2.0%
21.7	2	2.0%
6.2	2	2.0%
3.88	2	2.0%
9.3	1	1.0%
4.99	1	1.0%
0.12	1	1.0%
30.34	1	1.0%
Other values (19)	19	19.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	66	66.0%
0.12	1	1.0%
0.13	3	3.0%
1.1	1	1.0%
1.39	2	2.0%
3.88	2	2.0%
4.14	1	1.0%
4.99	1	1.0%
5.06	1	1.0%
6.2	2	2.0%

Value	Count	Frequency (%)
1219.68	1	1.0%
548.24	1	1.0%
207.28	1	1.0%
185.64	1	1.0%
161.55	1	1.0%
89.94	1	1.0%
83.7	1	1.0%
80.99	1	1.0%
36.38	1	1.0%
33.8	1	1.0%

VITD_VALUE
Categorical

IMBALANCE

Distinct	4
Distinct (%)	4.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

0.0	96
0.23	2
0.92	1
0.69	1

Length

Max length	4
Median length	3
Mean length	3.04
Min length	3

Unique

Unique	2 ?
Unique (%)	2.0%

Sample

1st row	0.23
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	96	96.0%
0.23	2	2.0%
0.92	1	1.0%
0.69	1	1.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	96	96.0%
0.23	2	2.0%
0.92	1	1.0%
0.69	1	1.0%

VITE_VALUE
Real number (ℝ)

ZEROS

Distinct	24
Distinct (%)	24.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0698

Minimum	0
Maximum	0.93
Zeros	52
Zeros (%)	52.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.0525
95-th percentile	0.343
Maximum	0.93
Range	0.93
Interquartile range (IQR)	0.0525

Descriptive statistics

Standard deviation	0.16048525
Coefficient of variation (CV)	2.2992156
Kurtosis	15.232201
Mean	0.0698
Median Absolute Deviation (MAD)	0
Skewness	3.7239934
Sum	6.98
Variance	0.025755515
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=24)

Value	Count	Frequency (%)
0.0	52	52.0%
0.05	9	9.0%
0.01	9	9.0%
0.02	4	4.0%
0.14	3	3.0%
0.15	2	2.0%
0.16	2	2.0%
0.09	2	2.0%
0.06	2	2.0%
0.1	1	1.0%
Other values (14)	14	14.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	52	52.0%
0.01	9	9.0%
0.02	4	4.0%
0.03	1	1.0%
0.05	9	9.0%
0.06	2	2.0%
0.07	1	1.0%
0.09	2	2.0%
0.1	1	1.0%
0.12	1	1.0%

Value	Count	Frequency (%)
0.93	1	1.0%
0.85	1	1.0%
0.71	1	1.0%
0.46	1	1.0%
0.4	1	1.0%
0.34	1	1.0%
0.32	1	1.0%
0.21	1	1.0%
0.18	1	1.0%
0.17	1	1.0%

VITK_VALUE
Real number (ℝ)

ZEROS

Distinct	23
Distinct (%)	23.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.7754

Minimum	0
Maximum	138.62
Zeros	68
Zeros (%)	68.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.025
95-th percentile	5.5265
Maximum	138.62
Range	138.62
Interquartile range (IQR)	0.025

Descriptive statistics

Standard deviation	16.726152
Coefficient of variation (CV)	6.0265735
Kurtosis	53.206098
Mean	2.7754
Median Absolute Deviation (MAD)	0
Skewness	7.207434
Sum	277.54
Variance	279.76416
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
0.0	68	68.0%
0.02	5	5.0%
0.16	3	3.0%
0.05	3	3.0%
0.01	2	2.0%
0.14	2	2.0%
0.04	1	1.0%
138.62	1	1.0%
5.47	1	1.0%
94.25	1	1.0%
Other values (13)	13	13.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	68	68.0%
0.01	2	2.0%
0.02	5	5.0%
0.04	1	1.0%
0.05	3	3.0%
0.11	1	1.0%
0.14	2	2.0%
0.16	3	3.0%
0.27	1	1.0%
0.3	1	1.0%

Value	Count	Frequency (%)
138.62	1	1.0%
94.25	1	1.0%
13.8	1	1.0%
9.6	1	1.0%
6.6	1	1.0%
5.47	1	1.0%
2.82	1	1.0%
1.17	1	1.0%
0.98	1	1.0%
0.85	1	1.0%

VITC_VALUE
Real number (ℝ)

ZEROS

Distinct	28
Distinct (%)	28.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.383

Minimum	0
Maximum	11.55
Zeros	63
Zeros (%)	63.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.26
95-th percentile	2.042
Maximum	11.55
Range	11.55
Interquartile range (IQR)	0.26

Descriptive statistics

Standard deviation	1.2903202
Coefficient of variation (CV)	3.3689823
Kurtosis	57.895149
Mean	0.383
Median Absolute Deviation (MAD)	0
Skewness	7.0120388
Sum	38.3
Variance	1.6649263
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=28)

Value	Count	Frequency (%)
0.0	63	63.0%
0.42	4	4.0%
0.17	4	4.0%
0.08	2	2.0%
0.11	2	2.0%
0.6	2	2.0%
0.59	2	2.0%
0.92	1	1.0%
2.31	1	1.0%
0.24	1	1.0%
Other values (18)	18	18.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	63	63.0%
0.01	1	1.0%
0.08	2	2.0%
0.09	1	1.0%
0.11	2	2.0%
0.17	4	4.0%
0.24	1	1.0%
0.25	1	1.0%
0.29	1	1.0%
0.31	1	1.0%

Value	Count	Frequency (%)
11.55	1	1.0%
3.84	1	1.0%
2.46	1	1.0%
2.31	1	1.0%
2.27	1	1.0%
2.03	1	1.0%
1.85	1	1.0%
1.11	1	1.0%
0.99	1	1.0%
0.92	1	1.0%

FD_SVC_NM
Categorical

CONSTANT

Distinct	1
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

저염식	100

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	저염식
2nd row	저염식
3rd row	저염식
4th row	저염식
5th row	저염식

Common Values

Value	Count	Frequency (%)
저염식	100	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
저염식	100	100.0%

VITB1_VALUE
Real number (ℝ)

ZEROS

Distinct	10
Distinct (%)	10.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0123

Minimum	0
Maximum	0.2
Zeros	68
Zeros (%)	68.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.01
95-th percentile	0.0805
Maximum	0.2
Range	0.2
Interquartile range (IQR)	0.01

Descriptive statistics

Standard deviation	0.029296637
Coefficient of variation (CV)	2.3818404
Kurtosis	17.98935
Mean	0.0123
Median Absolute Deviation (MAD)	0
Skewness	3.7824108
Sum	1.23
Variance	0.00085829293
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.0	68	68.0%
0.01	12	12.0%
0.02	6	6.0%
0.03	4	4.0%
0.09	3	3.0%
0.05	2	2.0%
0.06	2	2.0%
0.08	1	1.0%
0.1	1	1.0%
0.2	1	1.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	68	68.0%
0.01	12	12.0%
0.02	6	6.0%
0.03	4	4.0%
0.05	2	2.0%
0.06	2	2.0%
0.08	1	1.0%
0.09	3	3.0%
0.1	1	1.0%
0.2	1	1.0%

Value	Count	Frequency (%)
0.2	1	1.0%
0.1	1	1.0%
0.09	3	3.0%
0.08	1	1.0%
0.06	2	2.0%
0.05	2	2.0%
0.03	4	4.0%
0.02	6	6.0%
0.01	12	12.0%
0.0	68	68.0%

VITB2_VALUE
Real number (ℝ)

ZEROS

Distinct	14
Distinct (%)	14.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0185

Minimum	0
Maximum	0.17
Zeros	55
Zeros (%)	55.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.02
95-th percentile	0.091
Maximum	0.17
Range	0.17
Interquartile range (IQR)	0.02

Descriptive statistics

Standard deviation	0.035028848
Coefficient of variation (CV)	1.8934513
Kurtosis	6.6284922
Mean	0.0185
Median Absolute Deviation (MAD)	0
Skewness	2.5721598
Sum	1.85
Variance	0.0012270202
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
0.0	55	55.0%
0.01	17	17.0%
0.02	8	8.0%
0.06	4	4.0%
0.03	4	4.0%
0.09	3	3.0%
0.04	2	2.0%
0.17	1	1.0%
0.13	1	1.0%
0.07	1	1.0%
Other values (4)	4	4.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	55	55.0%
0.01	17	17.0%
0.02	8	8.0%
0.03	4	4.0%
0.04	2	2.0%
0.05	1	1.0%
0.06	4	4.0%
0.07	1	1.0%
0.09	3	3.0%
0.11	1	1.0%

Value	Count	Frequency (%)
0.17	1	1.0%
0.16	1	1.0%
0.13	1	1.0%
0.12	1	1.0%
0.11	1	1.0%
0.09	3	3.0%
0.07	1	1.0%
0.06	4	4.0%
0.05	1	1.0%
0.04	2	2.0%

NIACN_VALUE
Real number (ℝ)

ZEROS

Distinct	28
Distinct (%)	28.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1439

Minimum	0
Maximum	1.54
Zeros	41
Zeros (%)	41.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.01
Q3	0.09
95-th percentile	0.901
Maximum	1.54
Range	1.54
Interquartile range (IQR)	0.09

Descriptive statistics

Standard deviation	0.30892415
Coefficient of variation (CV)	2.1467974
Kurtosis	6.9968271
Mean	0.1439
Median Absolute Deviation (MAD)	0.01
Skewness	2.7178664
Sum	14.39
Variance	0.095434131
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=28)

Value	Count	Frequency (%)
0.0	41	41.0%
0.01	12	12.0%
0.02	10	10.0%
0.05	3	3.0%
0.09	3	3.0%
0.03	3	3.0%
0.17	2	2.0%
0.32	2	2.0%
0.9	2	2.0%
0.07	2	2.0%
Other values (18)	20	20.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	41	41.0%
0.01	12	12.0%
0.02	10	10.0%
0.03	3	3.0%
0.05	3	3.0%
0.06	2	2.0%
0.07	2	2.0%
0.08	1	1.0%
0.09	3	3.0%
0.11	1	1.0%

Value	Count	Frequency (%)
1.54	1	1.0%
1.2	1	1.0%
1.16	2	2.0%
0.92	1	1.0%
0.9	2	2.0%
0.8	1	1.0%
0.71	1	1.0%
0.59	1	1.0%
0.46	1	1.0%
0.42	1	1.0%

VITB6_VALUE
Real number (ℝ)

ZEROS

Distinct	10
Distinct (%)	10.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0105

Minimum	0
Maximum	0.22
Zeros	76
Zeros (%)	76.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.08
Maximum	0.22
Range	0.22
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.031410447
Coefficient of variation (CV)	2.9914711
Kurtosis	22.825602
Mean	0.0105
Median Absolute Deviation (MAD)	0
Skewness	4.4090442
Sum	1.05
Variance	0.00098661616
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.0	76	76.0%
0.01	11	11.0%
0.02	4	4.0%
0.09	2	2.0%
0.08	2	2.0%
0.07	1	1.0%
0.14	1	1.0%
0.05	1	1.0%
0.04	1	1.0%
0.22	1	1.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	76	76.0%
0.01	11	11.0%
0.02	4	4.0%
0.04	1	1.0%
0.05	1	1.0%
0.07	1	1.0%
0.08	2	2.0%
0.09	2	2.0%
0.14	1	1.0%
0.22	1	1.0%

Value	Count	Frequency (%)
0.22	1	1.0%
0.14	1	1.0%
0.09	2	2.0%
0.08	2	2.0%
0.07	1	1.0%
0.05	1	1.0%
0.04	1	1.0%
0.02	4	4.0%
0.01	11	11.0%
0.0	76	76.0%

FOLATE_VALUE
Real number (ℝ)

ZEROS

Distinct	54
Distinct (%)	54.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.1317

Minimum	0
Maximum	42.66
Zeros	31
Zeros (%)	31.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.585
Q3	3.265
95-th percentile	21.8475
Maximum	42.66
Range	42.66
Interquartile range (IQR)	3.265

Descriptive statistics

Standard deviation	7.8142887
Coefficient of variation (CV)	1.8913011
Kurtosis	8.3351527
Mean	4.1317
Median Absolute Deviation (MAD)	0.585
Skewness	2.7667255
Sum	413.17
Variance	61.063107
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	31	31.0%
1.3	4	4.0%
0.11	3	3.0%
0.01	3	3.0%
9.59	2	2.0%
2.72	2	2.0%
3.18	2	2.0%
0.1	2	2.0%
0.19	2	2.0%
0.91	2	2.0%
Other values (44)	47	47.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	31	31.0%
0.01	3	3.0%
0.09	1	1.0%
0.1	2	2.0%
0.11	3	3.0%
0.19	2	2.0%
0.26	2	2.0%
0.29	1	1.0%
0.36	1	1.0%
0.52	2	2.0%

Value	Count	Frequency (%)
42.66	1	1.0%
34.04	1	1.0%
28.64	1	1.0%
26.57	1	1.0%
23.51	1	1.0%
21.76	1	1.0%
17.51	1	1.0%
16.95	1	1.0%
14.97	1	1.0%
14.96	1	1.0%

VITB12_VALUE
Real number (ℝ)

ZEROS

Distinct	9
Distinct (%)	9.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2849

Minimum	0
Maximum	22.2
Zeros	91
Zeros (%)	91.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.224
Maximum	22.2
Range	22.2
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2.2466143
Coefficient of variation (CV)	7.885624
Kurtosis	94.133601
Mean	0.2849
Median Absolute Deviation (MAD)	0
Skewness	9.5997052
Sum	28.49
Variance	5.0472757
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0.0	91	91.0%
0.1	2	2.0%
0.17	1	1.0%
0.77	1	1.0%
3.63	1	1.0%
22.2	1	1.0%
1.0	1	1.0%
0.3	1	1.0%
0.22	1	1.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	91	91.0%
0.1	2	2.0%
0.17	1	1.0%
0.22	1	1.0%
0.3	1	1.0%
0.77	1	1.0%
1.0	1	1.0%
3.63	1	1.0%
22.2	1	1.0%

Value	Count	Frequency (%)
22.2	1	1.0%
3.63	1	1.0%
1.0	1	1.0%
0.77	1	1.0%
0.3	1	1.0%
0.22	1	1.0%
0.17	1	1.0%
0.1	2	2.0%
0.0	91	91.0%

PANTO_VALUE
Real number (ℝ)

ZEROS

Distinct	19
Distinct (%)	19.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0408

Minimum	0
Maximum	0.57
Zeros	64
Zeros (%)	64.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.0325
95-th percentile	0.233
Maximum	0.57
Range	0.57
Interquartile range (IQR)	0.0325

Descriptive statistics

Standard deviation	0.092459983
Coefficient of variation (CV)	2.2661761
Kurtosis	12.778572
Mean	0.0408
Median Absolute Deviation (MAD)	0
Skewness	3.2948243
Sum	4.08
Variance	0.0085488485
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
0.0	64	64.0%
0.01	8	8.0%
0.11	4	4.0%
0.04	4	4.0%
0.12	3	3.0%
0.18	2	2.0%
0.08	2	2.0%
0.02	2	2.0%
0.14	1	1.0%
0.1	1	1.0%
Other values (9)	9	9.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	64	64.0%
0.01	8	8.0%
0.02	2	2.0%
0.03	1	1.0%
0.04	4	4.0%
0.05	1	1.0%
0.07	1	1.0%
0.08	2	2.0%
0.1	1	1.0%
0.11	4	4.0%

Value	Count	Frequency (%)
0.57	1	1.0%
0.37	1	1.0%
0.33	1	1.0%
0.3	1	1.0%
0.29	1	1.0%
0.23	1	1.0%
0.18	2	2.0%
0.14	1	1.0%
0.12	3	3.0%
0.11	4	4.0%

BIOTIN_VALUE
Real number (ℝ)

ZEROS

Distinct	10
Distinct (%)	10.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.137

Minimum	0
Maximum	5.75
Zeros	89
Zeros (%)	89.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.526
Maximum	5.75
Range	5.75
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.66072886
Coefficient of variation (CV)	4.8228384
Kurtosis	54.478354
Mean	0.137
Median Absolute Deviation (MAD)	0
Skewness	6.9194667
Sum	13.7
Variance	0.43656263
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.0	89	89.0%
1.93	2	2.0%
0.19	2	2.0%
0.83	1	1.0%
0.09	1	1.0%
5.75	1	1.0%
1.86	1	1.0%
0.27	1	1.0%
0.51	1	1.0%
0.15	1	1.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	89	89.0%
0.09	1	1.0%
0.15	1	1.0%
0.19	2	2.0%
0.27	1	1.0%
0.51	1	1.0%
0.83	1	1.0%
1.86	1	1.0%
1.93	2	2.0%
5.75	1	1.0%

Value	Count	Frequency (%)
5.75	1	1.0%
1.93	2	2.0%
1.86	1	1.0%
0.83	1	1.0%
0.51	1	1.0%
0.27	1	1.0%
0.19	2	2.0%
0.15	1	1.0%
0.09	1	1.0%
0.0	89	89.0%

CA_VALUE
Real number (ℝ)

ZEROS

Distinct	65
Distinct (%)	65.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.9639

Minimum	0
Maximum	92.86
Zeros	8
Zeros (%)	8.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.08
median	0.76
Q3	3.495
95-th percentile	27.2385
Maximum	92.86
Range	92.86
Interquartile range (IQR)	3.415

Descriptive statistics

Standard deviation	12.391319
Coefficient of variation (CV)	2.496287
Kurtosis	26.93983
Mean	4.9639
Median Absolute Deviation (MAD)	0.72
Skewness	4.6608168
Sum	496.39
Variance	153.54478
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	8	8.0%
0.04	7	7.0%
0.08	4	4.0%
0.15	4	4.0%
0.41	3	3.0%
2.04	3	3.0%
0.06	3	3.0%
0.28	3	3.0%
1.22	2	2.0%
0.49	2	2.0%
Other values (55)	61	61.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	8	8.0%
0.02	2	2.0%
0.03	2	2.0%
0.04	7	7.0%
0.06	3	3.0%
0.07	1	1.0%
0.08	4	4.0%
0.15	4	4.0%
0.16	1	1.0%
0.2	2	2.0%

Value	Count	Frequency (%)
92.86	1	1.0%
43.42	1	1.0%
42.0	1	1.0%
35.88	1	1.0%
35.57	1	1.0%
26.8	1	1.0%
21.56	1	1.0%
21.0	1	1.0%
17.4	1	1.0%
13.01	1	1.0%

VCA_VALUE
Real number (ℝ)

ZEROS

Distinct	31
Distinct (%)	31.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.5215

Minimum	0
Maximum	92.86
Zeros	57
Zeros (%)	57.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.8175
95-th percentile	9.1625
Maximum	92.86
Range	92.86
Interquartile range (IQR)	0.8175

Descriptive statistics

Standard deviation	10.31966
Coefficient of variation (CV)	4.0926669
Kurtosis	61.250612
Mean	2.5215
Median Absolute Deviation (MAD)	0
Skewness	7.3557875
Sum	252.15
Variance	106.49538
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=31)

Value	Count	Frequency (%)
0.0	57	57.0%
0.15	4	4.0%
0.28	3	3.0%
2.04	3	3.0%
0.41	2	2.0%
0.03	2	2.0%
0.06	2	2.0%
0.65	2	2.0%
1.22	2	2.0%
2.27	2	2.0%
Other values (21)	21	21.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	57	57.0%
0.02	1	1.0%
0.03	2	2.0%
0.06	2	2.0%
0.15	4	4.0%
0.22	1	1.0%
0.28	3	3.0%
0.41	2	2.0%
0.65	2	2.0%
0.77	1	1.0%

Value	Count	Frequency (%)
92.86	1	1.0%
35.57	1	1.0%
21.56	1	1.0%
17.4	1	1.0%
13.01	1	1.0%
8.96	1	1.0%
8.75	1	1.0%
8.36	1	1.0%
5.52	1	1.0%
4.75	1	1.0%

LEGALDONG_NM
Categorical

CONSTANT

Distinct	1
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

충북	100

Length

Max length	2
Median length	2
Mean length	2
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	충북
2nd row	충북
3rd row	충북
4th row	충북
5th row	충북

Common Values

Value	Count	Frequency (%)
충북	100	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
충북	100	100.0%

ACA_VALUE
Real number (ℝ)

ZEROS

Distinct	6
Distinct (%)	6.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.5398

Minimum	0
Maximum	35.88
Zeros	94
Zeros (%)	94.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.7005
Maximum	35.88
Range	35.88
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	3.7325302
Coefficient of variation (CV)	6.914654
Kurtosis	83.584886
Mean	0.5398
Median Absolute Deviation (MAD)	0
Skewness	8.9160785
Sum	53.98
Variance	13.931782
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0.0	94	94.0%
3.31	2	2.0%
0.69	1	1.0%
35.88	1	1.0%
0.9	1	1.0%
9.89	1	1.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	94	94.0%
0.69	1	1.0%
0.9	1	1.0%
3.31	2	2.0%
9.89	1	1.0%
35.88	1	1.0%

Value	Count	Frequency (%)
35.88	1	1.0%
9.89	1	1.0%
3.31	2	2.0%
0.9	1	1.0%
0.69	1	1.0%
0.0	94	94.0%

PHOSPHO_VALUE
Real number (ℝ)

ZEROS

Distinct	66
Distinct (%)	66.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.9969

Minimum	0
Maximum	198.33
Zeros	20
Zeros (%)	20.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.18
median	1.815
Q3	10.775
95-th percentile	47.7815
Maximum	198.33
Range	198.33
Interquartile range (IQR)	10.595

Descriptive statistics

Standard deviation	26.275754
Coefficient of variation (CV)	2.1902119
Kurtosis	26.364329
Mean	11.9969
Median Absolute Deviation (MAD)	1.815
Skewness	4.4759275
Sum	1199.69
Variance	690.41522
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	20	20.0%
0.98	4	4.0%
2.46	4	4.0%
0.17	3	3.0%
12.47	2	2.0%
17.17	2	2.0%
0.18	2	2.0%
0.49	2	2.0%
0.28	2	2.0%
0.44	2	2.0%
Other values (56)	57	57.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	20	20.0%
0.1	1	1.0%
0.17	3	3.0%
0.18	2	2.0%
0.2	1	1.0%
0.28	2	2.0%
0.38	1	1.0%
0.42	1	1.0%
0.44	2	2.0%
0.49	2	2.0%

Value	Count	Frequency (%)
198.33	1	1.0%
99.82	1	1.0%
73.92	1	1.0%
71.23	1	1.0%
66.43	1	1.0%
46.8	1	1.0%
46.46	1	1.0%
45.02	1	1.0%
44.35	1	1.0%
38.7	1	1.0%

NA_VALUE
Real number (ℝ)

ZEROS

Distinct	56
Distinct (%)	56.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	15.242

Minimum	0
Maximum	258.28
Zeros	13
Zeros (%)	13.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.02
median	0.34
Q3	11.885
95-th percentile	58.0485
Maximum	258.28
Range	258.28
Interquartile range (IQR)	11.865

Descriptive statistics

Standard deviation	39.012745
Coefficient of variation (CV)	2.5595555
Kurtosis	20.613378
Mean	15.242
Median Absolute Deviation (MAD)	0.34
Skewness	4.2699446
Sum	1524.2
Variance	1521.9943
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	13	13.0%
0.01	10	10.0%
0.05	7	7.0%
33.6	6	6.0%
0.02	6	6.0%
0.03	4	4.0%
11.7	2	2.0%
0.34	2	2.0%
0.31	2	2.0%
14.35	2	2.0%
Other values (46)	46	46.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	13	13.0%
0.01	10	10.0%
0.02	6	6.0%
0.03	4	4.0%
0.05	7	7.0%
0.11	1	1.0%
0.12	1	1.0%
0.14	1	1.0%
0.16	1	1.0%
0.18	1	1.0%

Value	Count	Frequency (%)
258.28	1	1.0%
191.32	1	1.0%
167.99	1	1.0%
114.9	1	1.0%
73.6	1	1.0%
57.23	1	1.0%
55.8	1	1.0%
47.83	1	1.0%
43.12	1	1.0%
38.0	1	1.0%

CHLOR_VALUE
Real number (ℝ)

ZEROS

Distinct	8
Distinct (%)	8.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.8722

Minimum	0
Maximum	207.6
Zeros	87
Zeros (%)	87.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.8355
Maximum	207.6
Range	207.6
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	21.186627
Coefficient of variation (CV)	7.3764455
Kurtosis	90.598726
Mean	2.8722
Median Absolute Deviation (MAD)	0
Skewness	9.3626513
Sum	287.22
Variance	448.87316
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0.0	87	87.0%
0.45	4	4.0%
13.86	2	2.0%
0.09	2	2.0%
0.18	2	2.0%
207.6	1	1.0%
41.4	1	1.0%
8.16	1	1.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	87	87.0%
0.09	2	2.0%
0.18	2	2.0%
0.45	4	4.0%
8.16	1	1.0%
13.86	2	2.0%
41.4	1	1.0%
207.6	1	1.0%

Value	Count	Frequency (%)
207.6	1	1.0%
41.4	1	1.0%
13.86	2	2.0%
8.16	1	1.0%
0.45	4	4.0%
0.18	2	2.0%
0.09	2	2.0%
0.0	87	87.0%

POTSSM_VALUE
Real number (ℝ)

ZEROS

Distinct	71
Distinct (%)	71.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	33.3672

Minimum	0
Maximum	325.21
Zeros	9
Zeros (%)	9.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.8
median	5.145
Q3	26.4275
95-th percentile	185.8345
Maximum	325.21
Range	325.21
Interquartile range (IQR)	25.6275

Descriptive statistics

Standard deviation	65.046311
Coefficient of variation (CV)	1.9494087
Kurtosis	6.7167635
Mean	33.3672
Median Absolute Deviation (MAD)	5.08
Skewness	2.6370663
Sum	3336.72
Variance	4231.0226
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	9	9.0%
0.14	6	6.0%
9.96	4	4.0%
1.1	3	3.0%
5.21	2	2.0%
17.51	2	2.0%
1.44	2	2.0%
0.02	2	2.0%
0.46	2	2.0%
11.01	2	2.0%
Other values (61)	66	66.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	9	9.0%
0.01	1	1.0%
0.02	2	2.0%
0.06	1	1.0%
0.07	1	1.0%
0.12	1	1.0%
0.14	6	6.0%
0.46	2	2.0%
0.66	1	1.0%
0.68	1	1.0%

Value	Count	Frequency (%)
325.21	1	1.0%
257.18	1	1.0%
243.76	1	1.0%
236.44	1	1.0%
232.85	1	1.0%
183.36	1	1.0%
158.76	1	1.0%
154.8	1	1.0%
141.37	1	1.0%
138.6	1	1.0%

MGM_VALUE
Real number (ℝ)

ZEROS

Distinct	41
Distinct (%)	41.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.309

Minimum	0
Maximum	83.65
Zeros	45
Zeros (%)	45.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.075
Q3	0.94
95-th percentile	11.523
Maximum	83.65
Range	83.65
Interquartile range (IQR)	0.94

Descriptive statistics

Standard deviation	9.246898
Coefficient of variation (CV)	4.0047198
Kurtosis	62.126004
Mean	2.309
Median Absolute Deviation (MAD)	0.075
Skewness	7.3952287
Sum	230.9
Variance	85.505122
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=41)

Value	Count	Frequency (%)
0.0	45	45.0%
0.38	4	4.0%
0.12	3	3.0%
0.18	3	3.0%
0.92	2	2.0%
0.64	2	2.0%
0.21	2	2.0%
0.02	2	2.0%
4.25	2	2.0%
0.15	2	2.0%
Other values (31)	33	33.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	45	45.0%
0.01	1	1.0%
0.02	2	2.0%
0.05	1	1.0%
0.07	1	1.0%
0.08	2	2.0%
0.12	3	3.0%
0.15	2	2.0%
0.18	3	3.0%
0.21	2	2.0%

Value	Count	Frequency (%)
83.65	1	1.0%
26.88	1	1.0%
24.22	1	1.0%
16.5	1	1.0%
11.96	1	1.0%
11.5	1	1.0%
4.62	1	1.0%
4.25	2	2.0%
3.73	1	1.0%
3.18	1	1.0%

IRON_VALUE
Real number (ℝ)

ZEROS

Distinct	34
Distinct (%)	34.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.2922

Minimum	0
Maximum	6.2
Zeros	27
Zeros (%)	27.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.03
Q3	0.1775
95-th percentile	1.261
Maximum	6.2
Range	6.2
Interquartile range (IQR)	0.1775

Descriptive statistics

Standard deviation	0.83861307
Coefficient of variation (CV)	2.8699968
Kurtosis	30.18043
Mean	0.2922
Median Absolute Deviation (MAD)	0.03
Skewness	5.1756098
Sum	29.22
Variance	0.70327188
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=34)

Value	Count	Frequency (%)
0.0	27	27.0%
0.01	13	13.0%
0.02	9	9.0%
0.03	8	8.0%
0.11	6	6.0%
0.05	3	3.0%
0.04	3	3.0%
0.06	2	2.0%
0.48	2	2.0%
0.8	2	2.0%
Other values (24)	25	25.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	27	27.0%
0.01	13	13.0%
0.02	9	9.0%
0.03	8	8.0%
0.04	3	3.0%
0.05	3	3.0%
0.06	2	2.0%
0.07	1	1.0%
0.09	1	1.0%
0.11	6	6.0%

Value	Count	Frequency (%)
6.2	1	1.0%
4.02	1	1.0%
3.59	1	1.0%
1.36	1	1.0%
1.28	1	1.0%
1.26	1	1.0%
0.9	1	1.0%
0.8	2	2.0%
0.64	1	1.0%
0.63	1	1.0%

VIRON_VALUE
Real number (ℝ)

ZEROS

Distinct	21
Distinct (%)	21.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1268

Minimum	0
Maximum	4.02
Zeros	59
Zeros (%)	59.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.03
95-th percentile	0.648
Maximum	4.02
Range	4.02
Interquartile range (IQR)	0.03

Descriptive statistics

Standard deviation	0.46255085
Coefficient of variation (CV)	3.6478774
Kurtosis	51.904735
Mean	0.1268
Median Absolute Deviation (MAD)	0
Skewness	6.6071293
Sum	12.68
Variance	0.21395329
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
0.0	59	59.0%
0.01	9	9.0%
0.03	7	7.0%
0.02	5	5.0%
0.11	3	3.0%
0.24	2	2.0%
0.51	1	1.0%
0.62	1	1.0%
1.36	1	1.0%
1.28	1	1.0%
Other values (11)	11	11.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	59	59.0%
0.01	9	9.0%
0.02	5	5.0%
0.03	7	7.0%
0.04	1	1.0%
0.05	1	1.0%
0.06	1	1.0%
0.11	3	3.0%
0.12	1	1.0%
0.17	1	1.0%

Value	Count	Frequency (%)
4.02	1	1.0%
1.36	1	1.0%
1.28	1	1.0%
0.9	1	1.0%
0.8	1	1.0%
0.64	1	1.0%
0.62	1	1.0%
0.55	1	1.0%
0.51	1	1.0%
0.35	1	1.0%

AIRON_VALUE
Real number (ℝ)

ZEROS

Distinct	6
Distinct (%)	6.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0206

Minimum	0
Maximum	0.63
Zeros	94
Zeros (%)	94.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.11
Maximum	0.63
Range	0.63
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.094257545
Coefficient of variation (CV)	4.575609
Kurtosis	25.952657
Mean	0.0206
Median Absolute Deviation (MAD)	0
Skewness	5.0433441
Sum	2.06
Variance	0.0088844848
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
0.0	94	94.0%
0.11	2	2.0%
0.48	1	1.0%
0.41	1	1.0%
0.63	1	1.0%
0.32	1	1.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	94	94.0%
0.11	2	2.0%
0.32	1	1.0%
0.41	1	1.0%
0.48	1	1.0%
0.63	1	1.0%

Value	Count	Frequency (%)
0.63	1	1.0%
0.48	1	1.0%
0.41	1	1.0%
0.32	1	1.0%
0.11	2	2.0%
0.0	94	94.0%

ZINC_VALUE
Real number (ℝ)

ZEROS

Distinct	26
Distinct (%)	26.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1022

Minimum	0
Maximum	1.31
Zeros	51
Zeros (%)	51.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.06
95-th percentile	0.549
Maximum	1.31
Range	1.31
Interquartile range (IQR)	0.06

Descriptive statistics

Standard deviation	0.2341267
Coefficient of variation (CV)	2.2908679
Kurtosis	10.828676
Mean	0.1022
Median Absolute Deviation (MAD)	0
Skewness	3.1977769
Sum	10.22
Variance	0.054815313
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
0.0	51	51.0%
0.01	10	10.0%
0.02	7	7.0%
0.03	3	3.0%
0.15	3	3.0%
0.1	2	2.0%
0.09	2	2.0%
0.3	2	2.0%
0.04	2	2.0%
0.05	2	2.0%
Other values (16)	16	16.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	51	51.0%
0.01	10	10.0%
0.02	7	7.0%
0.03	3	3.0%
0.04	2	2.0%
0.05	2	2.0%
0.09	2	2.0%
0.1	2	2.0%
0.12	1	1.0%
0.15	3	3.0%

Value	Count	Frequency (%)
1.31	1	1.0%
1.0	1	1.0%
0.92	1	1.0%
0.91	1	1.0%
0.72	1	1.0%
0.54	1	1.0%
0.53	1	1.0%
0.44	1	1.0%
0.37	1	1.0%
0.3	2	2.0%

FD_CTGRY_CODE
Real number (ℝ)

Distinct	8
Distinct (%)	8.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.96

Minimum	1
Maximum	11
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	3
median	4
Q3	7
95-th percentile	11
Maximum	11
Range	10
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	2.9845393
Coefficient of variation (CV)	0.60172163
Kurtosis	-0.55254708
Mean	4.96
Median Absolute Deviation (MAD)	2
Skewness	0.70944202
Sum	496
Variance	8.9074747
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
4	25	25.0%
7	14	14.0%
2	14	14.0%
5	11	11.0%
10	11	11.0%
3	10	10.0%
1	9	9.0%
11	6	6.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	9	9.0%
2	14	14.0%
3	10	10.0%
4	25	25.0%
5	11	11.0%
7	14	14.0%
10	11	11.0%
11	6	6.0%

Value	Count	Frequency (%)
11	6	6.0%
10	11	11.0%
7	14	14.0%
5	11	11.0%
4	25	25.0%
3	10	10.0%
2	14	14.0%
1	9	9.0%

COPPR_VALUE
Real number (ℝ)

ZEROS

Distinct	11
Distinct (%)	11.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0125

Minimum	0
Maximum	0.12
Zeros	71
Zeros (%)	71.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.01
95-th percentile	0.09
Maximum	0.12
Range	0.12
Interquartile range (IQR)	0.01

Descriptive statistics

Standard deviation	0.027757063
Coefficient of variation (CV)	2.220565
Kurtosis	4.9591512
Mean	0.0125
Median Absolute Deviation (MAD)	0
Skewness	2.450988
Sum	1.25
Variance	0.00077045455
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
0.0	71	71.0%
0.01	10	10.0%
0.02	6	6.0%
0.1	3	3.0%
0.09	2	2.0%
0.05	2	2.0%
0.08	2	2.0%
0.12	1	1.0%
0.07	1	1.0%
0.04	1	1.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	71	71.0%
0.01	10	10.0%
0.02	6	6.0%
0.04	1	1.0%
0.05	2	2.0%
0.06	1	1.0%
0.07	1	1.0%
0.08	2	2.0%
0.09	2	2.0%
0.1	3	3.0%

Value	Count	Frequency (%)
0.12	1	1.0%
0.1	3	3.0%
0.09	2	2.0%
0.08	2	2.0%
0.07	1	1.0%
0.06	1	1.0%
0.05	2	2.0%
0.04	1	1.0%
0.02	6	6.0%
0.01	10	10.0%

FLRN_VALUE
Categorical

IMBALANCE

Distinct	3
Distinct (%)	3.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

0.0	97
0.08	2
0.23	1

Length

Max length	4
Median length	3
Mean length	3.03
Min length	3

Unique

Unique	1 ?
Unique (%)	1.0%

Sample

1st row	0.08
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	97	97.0%
0.08	2	2.0%
0.23	1	1.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	97	97.0%
0.08	2	2.0%
0.23	1	1.0%

MANG_VALUE
Real number (ℝ)

ZEROS

Distinct	16
Distinct (%)	16.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0456

Minimum	0
Maximum	1.05
Zeros	69
Zeros (%)	69.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.01
95-th percentile	0.162
Maximum	1.05
Range	1.05
Interquartile range (IQR)	0.01

Descriptive statistics

Standard deviation	0.168932
Coefficient of variation (CV)	3.7046491
Kurtosis	26.916966
Mean	0.0456
Median Absolute Deviation (MAD)	0
Skewness	5.1920978
Sum	4.56
Variance	0.02853802
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
0.0	69	69.0%
0.01	7	7.0%
0.07	4	4.0%
0.04	3	3.0%
0.09	2	2.0%
0.05	2	2.0%
0.02	2	2.0%
0.06	2	2.0%
0.03	2	2.0%
0.2	1	1.0%
Other values (6)	6	6.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	69	69.0%
0.01	7	7.0%
0.02	2	2.0%
0.03	2	2.0%
0.04	3	3.0%
0.05	2	2.0%
0.06	2	2.0%
0.07	4	4.0%
0.08	1	1.0%
0.09	2	2.0%

Value	Count	Frequency (%)
1.05	1	1.0%
0.96	1	1.0%
0.91	1	1.0%
0.23	1	1.0%
0.2	1	1.0%
0.16	1	1.0%
0.09	2	2.0%
0.08	1	1.0%
0.07	4	4.0%
0.06	2	2.0%

IDN_VALUE
Real number (ℝ)

ZEROS

Distinct	14
Distinct (%)	14.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1743

Minimum	0
Maximum	5.89
Zeros	83
Zeros (%)	83.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.9155
Maximum	5.89
Range	5.89
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.74962112
Coefficient of variation (CV)	4.3007523
Kurtosis	36.852788
Mean	0.1743
Median Absolute Deviation (MAD)	0
Skewness	5.6765821
Sum	17.43
Variance	0.56193183
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=14)

Value	Count	Frequency (%)
0.0	83	83.0%
0.01	3	3.0%
1.97	2	2.0%
0.11	2	2.0%
0.08	1	1.0%
0.04	1	1.0%
0.13	1	1.0%
2.59	1	1.0%
0.86	1	1.0%
5.89	1	1.0%
Other values (4)	4	4.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	83	83.0%
0.01	3	3.0%
0.02	1	1.0%
0.04	1	1.0%
0.07	1	1.0%
0.08	1	1.0%
0.11	2	2.0%
0.13	1	1.0%
0.69	1	1.0%
0.86	1	1.0%

Value	Count	Frequency (%)
5.89	1	1.0%
2.87	1	1.0%
2.59	1	1.0%
1.97	2	2.0%
0.86	1	1.0%
0.69	1	1.0%
0.13	1	1.0%
0.11	2	2.0%
0.08	1	1.0%
0.07	1	1.0%

SELEN_VALUE
Real number (ℝ)

ZEROS

Distinct	29
Distinct (%)	29.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.2995

Minimum	0
Maximum	49.26
Zeros	47
Zeros (%)	47.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.01
Q3	0.21
95-th percentile	6.7485
Maximum	49.26
Range	49.26
Interquartile range (IQR)	0.21

Descriptive statistics

Standard deviation	5.4309601
Coefficient of variation (CV)	4.1792691
Kurtosis	63.061405
Mean	1.2995
Median Absolute Deviation (MAD)	0.01
Skewness	7.4412854
Sum	129.95
Variance	29.495328
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
0.0	47	47.0%
0.02	7	7.0%
0.21	6	6.0%
0.03	5	5.0%
0.01	4	4.0%
0.04	3	3.0%
2.44	2	2.0%
2.48	2	2.0%
0.09	2	2.0%
0.06	2	2.0%
Other values (19)	20	20.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	47	47.0%
0.01	4	4.0%
0.02	7	7.0%
0.03	5	5.0%
0.04	3	3.0%
0.06	2	2.0%
0.08	1	1.0%
0.09	2	2.0%
0.1	1	1.0%
0.21	6	6.0%

Value	Count	Frequency (%)
49.26	1	1.0%
16.79	1	1.0%
10.45	1	1.0%
9.43	1	1.0%
7.29	1	1.0%
6.72	1	1.0%
5.31	1	1.0%
4.07	1	1.0%
3.3	1	1.0%
2.48	2	2.0%

CHOLE_VALUE
Real number (ℝ)

ZEROS

Distinct	9
Distinct (%)	9.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.1464

Minimum	0
Maximum	109.25
Zeros	91
Zeros (%)	91.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	11.4415
Maximum	109.25
Range	109.25
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	15.104405
Coefficient of variation (CV)	4.8005355
Kurtosis	36.600421
Mean	3.1464
Median Absolute Deviation (MAD)	0
Skewness	5.9158246
Sum	314.64
Variance	228.14305
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0.0	91	91.0%
36.58	2	2.0%
1.38	1	1.0%
11.27	1	1.0%
92.32	1	1.0%
3.32	1	1.0%
14.7	1	1.0%
109.25	1	1.0%
9.24	1	1.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	91	91.0%
1.38	1	1.0%
3.32	1	1.0%
9.24	1	1.0%
11.27	1	1.0%
14.7	1	1.0%
36.58	2	2.0%
92.32	1	1.0%
109.25	1	1.0%

Value	Count	Frequency (%)
109.25	1	1.0%
92.32	1	1.0%
36.58	2	2.0%
14.7	1	1.0%
11.27	1	1.0%
9.24	1	1.0%
3.32	1	1.0%
1.38	1	1.0%
0.0	91	91.0%

TFA_VALUE
Real number (ℝ)

ZEROS

Distinct	22
Distinct (%)	22.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.1485

Minimum	0
Maximum	2.1
Zeros	71
Zeros (%)	71.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.0125
95-th percentile	0.7875
Maximum	2.1
Range	2.1
Interquartile range (IQR)	0.0125

Descriptive statistics

Standard deviation	0.42254968
Coefficient of variation (CV)	2.8454524
Kurtosis	11.98357
Mean	0.1485
Median Absolute Deviation (MAD)	0
Skewness	3.4945545
Sum	14.85
Variance	0.17854823
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=22)

Value	Count	Frequency (%)
0.0	71	71.0%
0.01	4	4.0%
0.25	3	3.0%
0.7	2	2.0%
0.02	2	2.0%
0.09	2	2.0%
2.1	1	1.0%
0.39	1	1.0%
0.28	1	1.0%
0.68	1	1.0%
Other values (12)	12	12.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	71	71.0%
0.01	4	4.0%
0.02	2	2.0%
0.04	1	1.0%
0.05	1	1.0%
0.07	1	1.0%
0.08	1	1.0%
0.09	2	2.0%
0.12	1	1.0%
0.18	1	1.0%

Value	Count	Frequency (%)
2.1	1	1.0%
2.06	1	1.0%
1.88	1	1.0%
1.57	1	1.0%
1.5	1	1.0%
0.75	1	1.0%
0.7	2	2.0%
0.69	1	1.0%
0.68	1	1.0%
0.39	1	1.0%

SAFA_VALUE
Real number (ℝ)

ZEROS

Distinct	18
Distinct (%)	18.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0785

Minimum	0
Maximum	1.21
Zeros	72
Zeros (%)	72.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.02
95-th percentile	0.587
Maximum	1.21
Range	1.21
Interquartile range (IQR)	0.02

Descriptive statistics

Standard deviation	0.22805446
Coefficient of variation (CV)	2.9051524
Kurtosis	13.99004
Mean	0.0785
Median Absolute Deviation (MAD)	0
Skewness	3.7186014
Sum	7.85
Variance	0.052008838
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
0.0	72	72.0%
0.24	3	3.0%
0.07	3	3.0%
0.02	3	3.0%
0.04	2	2.0%
0.03	2	2.0%
1.21	2	2.0%
0.01	2	2.0%
0.87	2	2.0%
0.2	1	1.0%
Other values (8)	8	8.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	72	72.0%
0.01	2	2.0%
0.02	3	3.0%
0.03	2	2.0%
0.04	2	2.0%
0.06	1	1.0%
0.07	3	3.0%
0.09	1	1.0%
0.11	1	1.0%
0.19	1	1.0%

Value	Count	Frequency (%)
1.21	2	2.0%
0.87	2	2.0%
0.72	1	1.0%
0.58	1	1.0%
0.31	1	1.0%
0.28	1	1.0%
0.24	3	3.0%
0.2	1	1.0%
0.19	1	1.0%
0.11	1	1.0%

MUFA_VALUE
Real number (ℝ)

ZEROS

Distinct	16
Distinct (%)	16.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0566

Minimum	0
Maximum	1.01
Zeros	78
Zeros (%)	78.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.3505
Maximum	1.01
Range	1.01
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.18304506
Coefficient of variation (CV)	3.2340117
Kurtosis	14.307229
Mean	0.0566
Median Absolute Deviation (MAD)	0
Skewness	3.8033951
Sum	5.66
Variance	0.033505495
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
0.0	78	78.0%
0.01	5	5.0%
0.34	2	2.0%
0.03	2	2.0%
0.02	2	2.0%
0.19	1	1.0%
0.81	1	1.0%
0.05	1	1.0%
0.3	1	1.0%
1.01	1	1.0%
Other values (6)	6	6.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	78	78.0%
0.01	5	5.0%
0.02	2	2.0%
0.03	2	2.0%
0.05	1	1.0%
0.07	1	1.0%
0.11	1	1.0%
0.16	1	1.0%
0.19	1	1.0%
0.3	1	1.0%

Value	Count	Frequency (%)
1.01	1	1.0%
0.84	1	1.0%
0.81	1	1.0%
0.74	1	1.0%
0.55	1	1.0%
0.34	2	2.0%
0.3	1	1.0%
0.19	1	1.0%
0.16	1	1.0%
0.11	1	1.0%

PUFA_VALUE
Real number (ℝ)

ZEROS

Distinct	20
Distinct (%)	20.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.054

Minimum	0
Maximum	0.94
Zeros	72
Zeros (%)	72.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0.01
95-th percentile	0.3415
Maximum	0.94
Range	0.94
Interquartile range (IQR)	0.01

Descriptive statistics

Standard deviation	0.16184542
Coefficient of variation (CV)	2.9971374
Kurtosis	17.785239
Mean	0.054
Median Absolute Deviation (MAD)	0
Skewness	4.1178226
Sum	5.4
Variance	0.026193939
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
0.0	72	72.0%
0.01	6	6.0%
0.12	2	2.0%
0.15	2	2.0%
0.03	2	2.0%
0.04	2	2.0%
0.3	1	1.0%
0.06	1	1.0%
0.11	1	1.0%
0.08	1	1.0%
Other values (10)	10	10.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	72	72.0%
0.01	6	6.0%
0.03	2	2.0%
0.04	2	2.0%
0.05	1	1.0%
0.06	1	1.0%
0.07	1	1.0%
0.08	1	1.0%
0.11	1	1.0%
0.12	2	2.0%

Value	Count	Frequency (%)
0.94	1	1.0%
0.85	1	1.0%
0.78	1	1.0%
0.42	1	1.0%
0.37	1	1.0%
0.34	1	1.0%
0.3	1	1.0%
0.16	1	1.0%
0.15	2	2.0%
0.13	1	1.0%

FD_NM
Text

UNIQUE

Distinct	100
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

Length

Max length	16
Median length	9
Mean length	7.41
Min length	4

Characters and Unicode

Total characters	741
Distinct characters	53
Distinct categories	5 ?
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	100 ?
Unique (%)	100.0%

Sample

1st row	밤묵밥_3
2nd row	밤묵밥_4
3rd row	밤묵밥_5
4th row	밤묵밥_6
5th row	밤묵밥_7

Value	Count	Frequency (%)
밤묵밥_3	1	1.0%
송이버섯산적_9	1	1.0%
수수풀떼기_6	1	1.0%
수수풀떼기_5	1	1.0%
수수풀떼기_4	1	1.0%
수수풀떼기_3	1	1.0%
수수풀떼기_2	1	1.0%
수수풀떼기_1	1	1.0%
송이버섯산적_14	1	1.0%
송이버섯산적_13	1	1.0%
Other values (90)	90	90.0%

Most occurring characters

Value	Count	Frequency (%)
_	100	13.5%
1	35	4.7%
이	28	3.8%
새	28	3.8%
개	28	3.8%
수	28	3.8%
찌	28	3.8%
국	25	3.4%
물	20	2.7%
밤	20	2.7%
Other values (43)	401	54.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	494	66.7%
Decimal Number	119	16.1%
Connector Punctuation	100	13.5%
Close Punctuation	14	1.9%
Open Punctuation	14	1.9%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
이	28	5.7%
새	28	5.7%
개	28	5.7%
수	28	5.7%
찌	28	5.7%
국	25	5.1%
물	20	4.0%
밤	20	4.0%
산	19	3.8%
민	14	2.8%
Other values (30)	256	51.8%

Decimal Number

Value	Count	Frequency (%)
1	35	29.4%
3	15	12.6%
4	14	11.8%
2	14	11.8%
5	11	9.2%
6	9	7.6%
7	6	5.0%
0	5	4.2%
9	5	4.2%
8	5	4.2%

Connector Punctuation

Value	Count	Frequency (%)
_	100	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	14	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	14	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	494	66.7%
Common	247	33.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
이	28	5.7%
새	28	5.7%
개	28	5.7%
수	28	5.7%
찌	28	5.7%
국	25	5.1%
물	20	4.0%
밤	20	4.0%
산	19	3.8%
민	14	2.8%
Other values (30)	256	51.8%

Common

Value	Count	Frequency (%)
_	100	40.5%
1	35	14.2%
3	15	6.1%
)	14	5.7%
4	14	5.7%
2	14	5.7%
(	14	5.7%
5	11	4.5%
6	9	3.6%
7	6	2.4%
Other values (3)	15	6.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	494	66.7%
ASCII	247	33.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
_	100	40.5%
1	35	14.2%
3	15	6.1%
)	14	5.7%
4	14	5.7%
2	14	5.7%
(	14	5.7%
5	11	4.5%
6	9	3.6%
7	6	2.4%
Other values (3)	15	6.1%

Hangul

Value	Count	Frequency (%)
이	28	5.7%
새	28	5.7%
개	28	5.7%
수	28	5.7%
찌	28	5.7%
국	25	5.1%
물	20	4.0%
밤	20	4.0%
산	19	3.8%
민	14	2.8%
Other values (30)	256	51.8%

TRANSFA_VALUE
Categorical

IMBALANCE

Distinct	3
Distinct (%)	3.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

0.0	98
0.01	1
0.03	1

Length

Max length	4
Median length	3
Mean length	3.02
Min length	3

Unique

Unique	2 ?
Unique (%)	2.0%

Sample

1st row	0.0
2nd row	0.0
3rd row	0.0
4th row	0.0
5th row	0.0

Common Values

Value	Count	Frequency (%)
0.0	98	98.0%
0.01	1	1.0%
0.03	1	1.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	98	98.0%
0.01	1	1.0%
0.03	1	1.0%

ILE_VALUE
Real number (ℝ)

ZEROS

Distinct	46
Distinct (%)	46.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	26.7343

Minimum	0
Maximum	373.52
Zeros	44
Zeros (%)	44.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.25
Q3	7.16
95-th percentile	172.0495
Maximum	373.52
Range	373.52
Interquartile range (IQR)	7.16

Descriptive statistics

Standard deviation	62.757903
Coefficient of variation (CV)	2.3474676
Kurtosis	11.05961
Mean	26.7343
Median Absolute Deviation (MAD)	0.25
Skewness	3.1266381
Sum	2673.43
Variance	3938.5544
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=46)

Value	Count	Frequency (%)
0.0	44	44.0%
2.66	4	4.0%
59.57	2	2.0%
0.13	2	2.0%
0.53	2	2.0%
1.06	2	2.0%
0.2	2	2.0%
0.7	2	2.0%
1.27	2	2.0%
55.25	2	2.0%
Other values (36)	36	36.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	44	44.0%
0.02	1	1.0%
0.13	2	2.0%
0.15	1	1.0%
0.2	2	2.0%
0.3	1	1.0%
0.53	2	2.0%
0.7	2	2.0%
0.71	1	1.0%
0.78	1	1.0%

Value	Count	Frequency (%)
373.52	1	1.0%
250.8	1	1.0%
200.51	1	1.0%
192.28	1	1.0%
177.93	1	1.0%
171.74	1	1.0%
156.15	1	1.0%
149.5	1	1.0%
138.6	1	1.0%
132.13	1	1.0%

LEU_VALUE
Real number (ℝ)

ZEROS

Distinct	46
Distinct (%)	46.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	47.8056

Minimum	0
Maximum	638.48
Zeros	44
Zeros (%)	44.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.47
Q3	11.9275
95-th percentile	287.1735
Maximum	638.48
Range	638.48
Interquartile range (IQR)	11.9275

Descriptive statistics

Standard deviation	117.86642
Coefficient of variation (CV)	2.4655359
Kurtosis	10.889668
Mean	47.8056
Median Absolute Deviation (MAD)	0.47
Skewness	3.2107981
Sum	4780.56
Variance	13892.493
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=46)

Value	Count	Frequency (%)
0.0	44	44.0%
4.4	4	4.0%
95.33	2	2.0%
0.21	2	2.0%
0.88	2	2.0%
1.76	2	2.0%
0.33	2	2.0%
1.15	2	2.0%
1.9	2	2.0%
96.73	2	2.0%
Other values (36)	36	36.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	44	44.0%
0.05	1	1.0%
0.21	2	2.0%
0.33	2	2.0%
0.45	1	1.0%
0.49	1	1.0%
0.59	1	1.0%
0.88	2	2.0%
1.15	2	2.0%
1.27	1	1.0%

Value	Count	Frequency (%)
638.48	1	1.0%
580.04	1	1.0%
444.3	1	1.0%
340.63	1	1.0%
333.41	1	1.0%
284.74	1	1.0%
261.74	1	1.0%
257.8	1	1.0%
251.7	1	1.0%
223.3	1	1.0%

LYS_VALUE
Real number (ℝ)

ZEROS

Distinct	43
Distinct (%)	43.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	34.1832

Minimum	0
Maximum	684.48
Zeros	46
Zeros (%)	46.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.17
Q3	10.1575
95-th percentile	225.8985
Maximum	684.48
Range	684.48
Interquartile range (IQR)	10.1575

Descriptive statistics

Standard deviation	98.52101
Coefficient of variation (CV)	2.8821471
Kurtosis	22.644244
Mean	34.1832
Median Absolute Deviation (MAD)	0.17
Skewness	4.4141134
Sum	3418.32
Variance	9706.3895
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=43)

Value	Count	Frequency (%)
0.0	46	46.0%
1.04	4	4.0%
0.21	3	3.0%
77.46	2	2.0%
0.41	2	2.0%
0.48	2	2.0%
1.31	2	2.0%
40.12	2	2.0%
0.14	2	2.0%
0.09	2	2.0%
Other values (33)	33	33.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	46	46.0%
0.09	2	2.0%
0.14	2	2.0%
0.2	1	1.0%
0.21	3	3.0%
0.41	2	2.0%
0.48	2	2.0%
0.53	1	1.0%
0.95	1	1.0%
1.04	4	4.0%

Value	Count	Frequency (%)
684.48	1	1.0%
451.5	1	1.0%
346.15	1	1.0%
284.25	1	1.0%
231.38	1	1.0%
225.61	1	1.0%
169.4	1	1.0%
119.1	1	1.0%
108.56	1	1.0%
94.71	1	1.0%

METHIO_VALUE
Real number (ℝ)

ZEROS

Distinct	44
Distinct (%)	44.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	13.6106

Minimum	0
Maximum	244.26
Zeros	44
Zeros (%)	44.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.06
Q3	2.26
95-th percentile	74.182
Maximum	244.26
Range	244.26
Interquartile range (IQR)	2.26

Descriptive statistics

Standard deviation	35.214316
Coefficient of variation (CV)	2.5872714
Kurtosis	20.130276
Mean	13.6106
Median Absolute Deviation (MAD)	0.06
Skewness	4.0219687
Sum	1361.06
Variance	1240.0481
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=44)

Value	Count	Frequency (%)
0.0	44	44.0%
0.02	5	5.0%
1.88	4	4.0%
38.89	2	2.0%
0.38	2	2.0%
0.75	2	2.0%
0.08	2	2.0%
0.16	2	2.0%
30.94	2	2.0%
0.13	1	1.0%
Other values (34)	34	34.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	44	44.0%
0.02	5	5.0%
0.04	1	1.0%
0.08	2	2.0%
0.09	1	1.0%
0.13	1	1.0%
0.14	1	1.0%
0.15	1	1.0%
0.16	2	2.0%
0.26	1	1.0%

Value	Count	Frequency (%)
244.26	1	1.0%
138.9	1	1.0%
116.15	1	1.0%
106.49	1	1.0%
83.72	1	1.0%
73.68	1	1.0%
69.9	1	1.0%
69.3	1	1.0%
58.8	1	1.0%
43.12	1	1.0%

PHE_VALUE
Real number (ℝ)

ZEROS

Distinct	46
Distinct (%)	46.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	28.5497

Minimum	0
Maximum	322.92
Zeros	44
Zeros (%)	44.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.28
Q3	7.525
95-th percentile	196.9325
Maximum	322.92
Range	322.92
Interquartile range (IQR)	7.525

Descriptive statistics

Standard deviation	65.18828
Coefficient of variation (CV)	2.2833263
Kurtosis	6.6369456
Mean	28.5497
Median Absolute Deviation (MAD)	0.28
Skewness	2.6612698
Sum	2854.97
Variance	4249.5119
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=46)

Value	Count	Frequency (%)
0.0	44	44.0%
3.24	4	4.0%
57.13	2	2.0%
0.11	2	2.0%
0.65	2	2.0%
1.3	2	2.0%
0.18	2	2.0%
0.62	2	2.0%
1.16	2	2.0%
85.34	2	2.0%
Other values (36)	36	36.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	44	44.0%
0.03	1	1.0%
0.11	2	2.0%
0.18	2	2.0%
0.26	1	1.0%
0.3	1	1.0%
0.33	1	1.0%
0.62	2	2.0%
0.65	2	2.0%
0.68	1	1.0%

Value	Count	Frequency (%)
322.92	1	1.0%
256.2	1	1.0%
230.92	1	1.0%
223.82	1	1.0%
206.67	1	1.0%
196.42	1	1.0%
170.66	1	1.0%
158.0	1	1.0%
154.0	1	1.0%
141.83	1	1.0%

THREO_VALUE
Real number (ℝ)

ZEROS

Distinct	45
Distinct (%)	45.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	23.7249

Minimum	0
Maximum	332.58
Zeros	44
Zeros (%)	44.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.245
Q3	7.26
95-th percentile	149.1085
Maximum	332.58
Range	332.58
Interquartile range (IQR)	7.26

Descriptive statistics

Standard deviation	56.84133
Coefficient of variation (CV)	2.3958512
Kurtosis	11.47799
Mean	23.7249
Median Absolute Deviation (MAD)	0.245
Skewness	3.2220239
Sum	2372.49
Variance	3230.9368
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=45)

Value	Count	Frequency (%)
0.0	44	44.0%
2.18	4	4.0%
0.87	3	3.0%
49.97	2	2.0%
0.15	2	2.0%
0.53	2	2.0%
0.96	2	2.0%
35.87	2	2.0%
0.1	2	2.0%
0.44	2	2.0%
Other values (35)	35	35.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	44	44.0%
0.03	1	1.0%
0.1	2	2.0%
0.15	2	2.0%
0.23	1	1.0%
0.26	1	1.0%
0.3	1	1.0%
0.44	2	2.0%
0.53	2	2.0%
0.59	1	1.0%

Value	Count	Frequency (%)
332.58	1	1.0%
249.9	1	1.0%
191.59	1	1.0%
186.8	1	1.0%
149.27	1	1.0%
149.1	1	1.0%
146.26	1	1.0%
128.44	1	1.0%
107.8	1	1.0%
97.06	1	1.0%

TRYPTO_VALUE
Real number (ℝ)

ZEROS

Distinct	39
Distinct (%)	39.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.8151

Minimum	0
Maximum	71.76
Zeros	49
Zeros (%)	49.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.02
Q3	1.1275
95-th percentile	32.43
Maximum	71.76
Range	71.76
Interquartile range (IQR)	1.1275

Descriptive statistics

Standard deviation	12.31188
Coefficient of variation (CV)	2.5569312
Kurtosis	11.99382
Mean	4.8151
Median Absolute Deviation (MAD)	0.02
Skewness	3.3251871
Sum	481.51
Variance	151.58238
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=39)

Value	Count	Frequency (%)
0.0	49	49.0%
0.45	4	4.0%
0.08	3	3.0%
9.63	2	2.0%
0.03	2	2.0%
0.11	2	2.0%
16.15	2	2.0%
0.18	2	2.0%
1.04	2	2.0%
0.02	2	2.0%
Other values (29)	30	30.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	49	49.0%
0.02	2	2.0%
0.03	2	2.0%
0.05	1	1.0%
0.07	1	1.0%
0.08	3	3.0%
0.09	2	2.0%
0.11	2	2.0%
0.12	1	1.0%
0.14	1	1.0%

Value	Count	Frequency (%)
71.76	1	1.0%
55.4	1	1.0%
43.7	1	1.0%
37.73	1	1.0%
33.0	1	1.0%
32.4	1	1.0%
30.25	1	1.0%
28.75	1	1.0%
24.95	1	1.0%
16.15	2	2.0%

VALINE_VALUE
Real number (ℝ)

ZEROS

Distinct	46
Distinct (%)	46.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	31.3842

Minimum	0
Maximum	421.36
Zeros	44
Zeros (%)	44.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.425
Q3	8.9975
95-th percentile	201.3095
Maximum	421.36
Range	421.36
Interquartile range (IQR)	8.9975

Descriptive statistics

Standard deviation	75.801902
Coefficient of variation (CV)	2.4152887
Kurtosis	10.514919
Mean	31.3842
Median Absolute Deviation (MAD)	0.425
Skewness	3.1487588
Sum	3138.42
Variance	5745.9284
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=46)

Value	Count	Frequency (%)
0.0	44	44.0%
4.53	4	4.0%
72.23	2	2.0%
0.17	2	2.0%
0.91	2	2.0%
1.81	2	2.0%
0.27	2	2.0%
0.95	2	2.0%
1.29	2	2.0%
63.75	2	2.0%
Other values (36)	36	36.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	44	44.0%
0.05	1	1.0%
0.17	2	2.0%
0.27	2	2.0%
0.41	1	1.0%
0.44	1	1.0%
0.45	1	1.0%
0.91	2	2.0%
0.95	2	2.0%
0.98	1	1.0%

Value	Count	Frequency (%)
421.36	1	1.0%
348.9	1	1.0%
267.49	1	1.0%
249.17	1	1.0%
215.74	1	1.0%
200.55	1	1.0%
172.5	1	1.0%
167.71	1	1.0%
153.3	1	1.0%
146.3	1	1.0%

HISTI_VALUE
Real number (ℝ)

ZEROS

Distinct	43
Distinct (%)	43.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	17.2587

Minimum	0
Maximum	244.5
Zeros	46
Zeros (%)	46.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.21
Q3	5.36
95-th percentile	109.793
Maximum	244.5
Range	244.5
Interquartile range (IQR)	5.36

Descriptive statistics

Standard deviation	44.348315
Coefficient of variation (CV)	2.5696208
Kurtosis	12.613676
Mean	17.2587
Median Absolute Deviation (MAD)	0.21
Skewness	3.463025
Sum	1725.87
Variance	1966.773
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=43)

Value	Count	Frequency (%)
0.0	46	46.0%
2.37	4	4.0%
0.47	4	4.0%
49.67	2	2.0%
0.17	2	2.0%
0.59	2	2.0%
35.87	2	2.0%
0.95	2	2.0%
0.11	2	2.0%
0.25	1	1.0%
Other values (33)	33	33.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	46	46.0%
0.11	2	2.0%
0.17	2	2.0%
0.25	1	1.0%
0.31	1	1.0%
0.38	1	1.0%
0.4	1	1.0%
0.47	4	4.0%
0.59	2	2.0%
0.65	1	1.0%

Value	Count	Frequency (%)
244.5	1	1.0%
218.5	1	1.0%
187.45	1	1.0%
148.35	1	1.0%
111.75	1	1.0%
109.69	1	1.0%
97.06	1	1.0%
76.23	1	1.0%
57.75	1	1.0%
57.7	1	1.0%

FOOD_CTGRY_CODE
Categorical

Distinct	14
Distinct (%)	14.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

G006	28
G017	26
G001	10
G013	8
G011	7
Other values (9)	21

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Unique

Unique	2 ?
Unique (%)	2.0%

Sample

1st row	G010
2nd row	G011
3rd row	G011
4th row	G013
5th row	G006

Common Values

Value	Count	Frequency (%)
G006	28	28.0%
G017	26	26.0%
G001	10	10.0%
G013	8	8.0%
G011	7	7.0%
G003	4	4.0%
G010	3	3.0%
G005	3	3.0%
G009	3	3.0%
G002	2	2.0%
Other values (4)	6	6.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
g006	28	28.0%
g017	26	26.0%
g001	10	10.0%
g013	8	8.0%
g011	7	7.0%
g003	4	4.0%
g010	3	3.0%
g005	3	3.0%
g009	3	3.0%
g002	2	2.0%
Other values (4)	6	6.0%

ARGI_VALUE
Real number (ℝ)

ZEROS

Distinct	46
Distinct (%)	46.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	34.1526

Minimum	0
Maximum	471.04
Zeros	44
Zeros (%)	44.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.325
Q3	27.21
95-th percentile	203.34
Maximum	471.04
Range	471.04
Interquartile range (IQR)	27.21

Descriptive statistics

Standard deviation	79.488015
Coefficient of variation (CV)	2.3274367
Kurtosis	12.641025
Mean	34.1526
Median Absolute Deviation (MAD)	0.325
Skewness	3.3561127
Sum	3415.26
Variance	6318.3445
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=46)

Value	Count	Frequency (%)
0.0	44	44.0%
30.63	4	4.0%
64.68	2	2.0%
0.15	2	2.0%
6.13	2	2.0%
12.25	2	2.0%
0.23	2	2.0%
0.81	2	2.0%
1.08	2	2.0%
53.04	2	2.0%
Other values (36)	36	36.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	44	44.0%
0.03	1	1.0%
0.15	2	2.0%
0.23	2	2.0%
0.3	1	1.0%
0.35	1	1.0%
0.41	1	1.0%
0.81	2	2.0%
0.9	1	1.0%
0.94	1	1.0%

Value	Count	Frequency (%)
471.04	1	1.0%
375.0	1	1.0%
287.5	1	1.0%
230.69	1	1.0%
207.9	1	1.0%
203.1	1	1.0%
193.2	1	1.0%
147.36	1	1.0%
143.52	1	1.0%
143.22	1	1.0%

LAST_UPDT_DT
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	100
Missing (%)	100.0%
Memory size	1.0 KiB

TRANSMIS_DTTM
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	100
Missing (%)	100.0%
Memory size	1.0 KiB

FOOD_CTGRY_NM
Categorical

Distinct	14
Distinct (%)	14.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

채소류	28
조미료류	26
곡류및그제품	10
유지류	8
어패류및기타수산물	7
Other values (9)	21

Length

Max length	9
Median length	7
Mean length	4.03
Min length	2

Unique

Unique	2 ?
Unique (%)	2.0%

Sample

1st row	난류
2nd row	어패류및기타수산물
3rd row	어패류및기타수산물
4th row	유지류
5th row	채소류

Common Values

Value	Count	Frequency (%)
채소류	28	28.0%
조미료류	26	26.0%
곡류및그제품	10	10.0%
유지류	8	8.0%
어패류및기타수산물	7	7.0%
당류	4	4.0%
난류	3	3.0%
견과류및종실류	3	3.0%
육류	3	3.0%
감자류및전분류	2	2.0%
Other values (4)	6	6.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
채소류	28	28.0%
조미료류	26	26.0%
곡류및그제품	10	10.0%
유지류	8	8.0%
어패류및기타수산물	7	7.0%
당류	4	4.0%
난류	3	3.0%
견과류및종실류	3	3.0%
육류	3	3.0%
감자류및전분류	2	2.0%
Other values (4)	6	6.0%

FOOD_NM
Categorical

Distinct	46
Distinct (%)	46.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

파\| 대파	9
소금	8
마늘\| 구근\| 생것(국내산)	8
간장\| 개량\| 양조	6
설탕\| 백설탕	4
Other values (41)	65

Length

Max length	26
Median length	13
Mean length	7.99
Min length	2

Unique

Unique	28 ?
Unique (%)	28.0%

Sample

1st row	계란\| 전란\| 생것
2nd row	김 (참김)\| 구운것
3rd row	다시마 육수
4th row	식용유_1
5th row	파\| 대파

Common Values

Value	Count	Frequency (%)
파\| 대파	9	9.0%
소금	8	8.0%
마늘\| 구근\| 생것(국내산)	8	8.0%
간장\| 개량\| 양조	6	6.0%
설탕\| 백설탕	4	4.0%
밀가공식품\| 밀가루\| 중력분	4	4.0%
식용유_1	4	4.0%
참기름	4	4.0%
깨소금	4	4.0%
계란\| 전란\| 생것	3	3.0%
Other values (36)	46	46.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
생것	18	8.2%
파	9	4.1%
대파	9	4.1%
소금	8	3.6%
마늘	8	3.6%
구근	8	3.6%
생것(국내산	8	3.6%
개량	8	3.6%
가루	7	3.2%
간장	6	2.7%
Other values (73)	131	59.5%

First rows
Last rows

	FD_CODE	FD_SVC_CODE	FOOD_CODE	FD_QY_VALUE	TOT_CALORIE_VALUE	CARBO_VALUE	FAT_VALUE	VFAT_VALUE	AFAT_VALUE	PROTN_VALUE	VPRTN_VALUE	APRTN_VALUE	LEGALDONG_CODE	FIBR_VALUE	MOIST_VALUE	ASH_VALUE	VITA_VALUE	RTNOL_VALUE	BCRT_VALUE	VITD_VALUE	VITE_VALUE	VITK_VALUE	VITC_VALUE	FD_SVC_NM	VITB1_VALUE	VITB2_VALUE	NIACN_VALUE	VITB6_VALUE	FOLATE_VALUE	VITB12_VALUE	PANTO_VALUE	BIOTIN_VALUE	CA_VALUE	VCA_VALUE	LEGALDONG_NM	ACA_VALUE	PHOSPHO_VALUE	NA_VALUE	CHLOR_VALUE	POTSSM_VALUE	MGM_VALUE	IRON_VALUE	VIRON_VALUE	AIRON_VALUE	ZINC_VALUE	FD_CTGRY_CODE	COPPR_VALUE	FLRN_VALUE	MANG_VALUE	IDN_VALUE	SELEN_VALUE	CHOLE_VALUE	TFA_VALUE	SAFA_VALUE	MUFA_VALUE	PUFA_VALUE	FD_NM	ILE_VALUE	LEU_VALUE	LYS_VALUE	METHIO_VALUE	PHE_VALUE	THREO_VALUE	TRYPTO_VALUE	VALINE_VALUE	HISTI_VALUE	FOOD_CTGRY_CODE	ARGI_VALUE	LAST_UPDT_DT	TRANSMIS_DTTM	FOOD_CTGRY_NM	FOOD_NM
0	AF002010170041	AF002	10200030010	7.7	10.63	0.22	0.63	0.0	0.63	0.91	0.0	0.91	CB	0.0	5.87	0.08	11.78	11.55	1.39	0.23	0.05	0.0	0.0	저염식	0.0	0.02	0.05	0.01	9.59	0.1	0.11	1.93	3.31	0.0	충북	3.31	12.47	11.7	13.86	11.01	0.92	0.11	0.0	0.11	0.1	1	0.01	0.08	0.0	1.97	2.44	36.58	0.7	0.24	0.34	0.12	밤묵밥_3	59.57	95.33	77.46	38.89	57.13	49.97	9.63	72.23	49.67	G010	64.68	<NA>	<NA>	난류	계란\| 전란\| 생것
1	AF002010170041	AF002	12200030120	0.3	0.38	0.13	0.0	0.0	0.0	0.13	0.13	0.0	CB	0.11	0.01	0.03	6.06	0.0	36.38	0.0	0.01	1.17	0.32	저염식	0.0	0.02	0.01	0.0	4.8	0.17	0.0	0.0	0.77	0.77	충북	0.0	1.71	1.47	0.0	8.79	0.0	0.05	0.05	0.0	0.01	1	0.0	0.0	0.01	0.0	0.02	0.0	0.0	0.0	0.0	0.0	밤묵밥_4	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	G011	0.0	<NA>	<NA>	어패류및기타수산물	김 (참김)\| 구운것
2	AF002010170041	AF002	12100050080	184.6	1.85	0.55	0.0	0.0	0.0	0.18	0.0	0.0	CB	0.0	183.49	0.37	0.0	0.0	0.0	0.0	0.0	0.0	0.0	저염식	0.09	0.17	0.92	0.0	0.0	0.0	0.0	0.0	3.69	0.0	충북	0.0	5.54	57.23	0.0	158.76	0.0	0.0	0.0	0.0	0.0	1	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	밤묵밥_5	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	G011	0.0	<NA>	<NA>	어패류및기타수산물	다시마 육수
3	AF002010170041	AF002	14000280000	5.0	45.0	0.0	5.0	0.0	0.0	0.0	0.0	0.0	CB	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	저염식	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	충북	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	1	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.87	0.0	0.0	밤묵밥_6	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	G013	0.0	<NA>	<NA>	유지류	식용유_1
4	AF002010170041	AF002	6201950020	0.5	0.13	0.03	0.0	0.0	0.0	0.01	0.01	0.0	CB	0.01	0.46	0.0	0.65	0.0	3.88	0.0	0.0	0.0	0.11	저염식	0.0	0.0	0.0	0.0	0.57	0.0	0.0	0.0	0.41	0.41	충북	0.0	0.18	0.01	0.0	0.93	0.12	0.01	0.01	0.0	0.0	1	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	밤묵밥_7	0.13	0.21	0.09	0.02	0.11	0.1	0.02	0.17	0.11	G006	0.15	<NA>	<NA>	채소류	파\| 대파
5	AF002010170041	AF002	6200620010	0.3	0.38	0.09	0.0	0.0	0.0	0.02	0.02	0.0	CB	0.02	0.19	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.08	저염식	0.0	0.0	0.0	0.0	0.26	0.0	0.0	0.0	0.03	0.03	충북	0.0	0.49	0.01	0.09	1.99	0.08	0.01	0.01	0.0	0.0	1	0.0	0.0	0.0	0.0	0.04	0.0	0.0	0.0	0.0	0.0	밤묵밥_8	0.53	0.88	0.21	0.38	0.65	0.44	0.09	0.91	0.47	G006	6.13	<NA>	<NA>	채소류	마늘\| 구근\| 생것(국내산)
6	AF002010170041	AF002	14200260010	0.8	7.07	0.0	0.8	0.8	0.0	0.0	0.0	0.0	CB	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.34	0.11	0.0	저염식	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	충북	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	1	0.0	0.0	0.0	0.0	0.0	0.0	0.75	0.11	0.3	0.34	밤묵밥_9	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	G013	0.0	<NA>	<NA>	유지류	참기름
7	AF002010170041	AF002	16100080010	0.3	1.78	0.04	0.17	0.17	0.0	0.05	0.05	0.0	CB	0.05	0.02	0.01	0.0	0.0	0.0	0.0	0.02	0.0	0.0	저염식	0.0	0.0	0.02	0.0	0.29	0.0	0.0	0.0	3.67	3.67	충북	0.0	1.92	0.01	0.0	1.38	0.0	0.06	0.06	0.0	0.01	1	0.0	0.0	0.0	0.0	0.01	0.0	0.0	0.0	0.0	0.0	밤묵밥_10	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	G017	0.0	<NA>	<NA>	조미료류	깨소금
8	AF002010170041	AF002	16200010020	4.0	4.12	0.66	0.0	0.0	0.0	0.37	0.0	0.0	CB	0.03	2.4	0.57	0.0	0.0	0.0	0.0	0.0	0.0	0.0	저염식	0.0	0.06	0.05	0.0	1.44	0.0	0.0	0.0	1.0	0.0	충북	0.0	5.8	191.32	0.0	19.2	2.76	0.07	0.0	0.0	0.03	1	0.0	0.0	0.04	0.0	0.0	0.0	0.0	0.0	0.0	0.0	밤묵밥_11	16.96	25.32	17.44	2.12	15.52	12.8	1.04	17.2	6.2	G017	14.44	<NA>	<NA>	조미료류	간장\| 개량\| 양조
9	AF002050140001	AF002	16200010020	1.0	1.03	0.17	0.0	0.0	0.0	0.09	0.0	0.0	CB	0.01	0.6	0.14	0.0	0.0	0.0	0.0	0.0	0.0	0.0	저염식	0.0	0.02	0.01	0.0	0.36	0.0	0.0	0.0	0.25	0.0	충북	0.0	1.45	47.83	0.0	4.8	0.69	0.02	0.0	0.0	0.01	5	0.0	0.0	0.01	0.0	0.0	0.0	0.0	0.0	0.0	0.0	밤선_1	4.24	6.33	4.36	0.53	3.88	3.2	0.26	4.3	1.55	G017	3.61	<NA>	<NA>	조미료류	간장\| 개량\| 양조

	FD_CODE	FD_SVC_CODE	FOOD_CODE	FD_QY_VALUE	TOT_CALORIE_VALUE	CARBO_VALUE	FAT_VALUE	VFAT_VALUE	PROTN_VALUE	VPRTN_VALUE	LEGALDONG_CODE	FIBR_VALUE	MOIST_VALUE	ASH_VALUE	VITA_VALUE	BCRT_VALUE	VITE_VALUE	VITK_VALUE	VITC_VALUE	FD_SVC_NM	VITB1_VALUE	VITB2_VALUE	NIACN_VALUE	VITB6_VALUE	FOLATE_VALUE	PANTO_VALUE	CA_VALUE	VCA_VALUE	LEGALDONG_NM	PHOSPHO_VALUE	NA_VALUE	CHLOR_VALUE	POTSSM_VALUE	MGM_VALUE	IRON_VALUE	VIRON_VALUE	ZINC_VALUE	FD_CTGRY_CODE	COPPR_VALUE	MANG_VALUE	SELEN_VALUE	TFA_VALUE	SAFA_VALUE	MUFA_VALUE	PUFA_VALUE	FD_NM	ILE_VALUE	LEU_VALUE	LYS_VALUE	METHIO_VALUE	PHE_VALUE	THREO_VALUE	TRYPTO_VALUE	VALINE_VALUE	HISTI_VALUE	FOOD_CTGRY_CODE	ARGI_VALUE	LAST_UPDT_DT	TRANSMIS_DTTM	FOOD_CTGRY_NM	FOOD_NM
90	AF002020110161	AF002	6200620010	0.3	0.38	0.09	0.0	0.0	0.02	0.02	CB	0.02	0.19	0.0	0.0	0.0	0.0	0.0	0.08	저염식	0.0	0.0	0.0	0.0	0.26	0.0	0.03	0.03	충북	0.49	0.01	0.09	1.99	0.08	0.01	0.01	0.0	2	0.0	0.0	0.04	0.0	0.0	0.0	0.0	쑥칼국수_11	0.53	0.88	0.21	0.38	0.65	0.44	0.09	0.91	0.47	G006	6.13	<NA>	<NA>	채소류	마늘\| 구근\| 생것(국내산)
91	AF002020110161	AF002	16100080010	0.2	1.19	0.03	0.11	0.11	0.04	0.04	CB	0.04	0.01	0.01	0.0	0.0	0.01	0.0	0.0	저염식	0.0	0.0	0.01	0.0	0.19	0.0	2.45	2.45	충북	1.28	0.01	0.0	0.92	0.0	0.04	0.04	0.01	2	0.0	0.0	0.0	0.0	0.0	0.0	0.0	쑥칼국수_12	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	G017	0.0	<NA>	<NA>	조미료류	깨소금
92	AF002020110161	AF002	14200260010	0.3	2.65	0.0	0.3	0.3	0.0	0.0	CB	0.0	0.0	0.0	0.0	0.0	0.13	0.04	0.0	저염식	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	충북	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	2	0.0	0.0	0.0	0.28	0.04	0.11	0.13	쑥칼국수_13	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	G013	0.0	<NA>	<NA>	유지류	참기름
93	AF002020110161	AF002	16200010020	5.4	5.56	0.89	0.0	0.0	0.49	0.0	CB	0.04	3.25	0.77	0.0	0.0	0.0	0.0	0.0	저염식	0.0	0.09	0.07	0.0	1.94	0.0	1.35	0.0	충북	7.83	258.28	0.0	25.92	3.73	0.09	0.0	0.04	2	0.0	0.05	0.0	0.0	0.0	0.0	0.0	쑥칼국수_14	22.9	34.18	23.54	2.86	20.95	17.28	1.4	23.22	8.37	G017	19.49	<NA>	<NA>	조미료류	간장\| 개량\| 양조
94	AF002110110031	AF002	17100220010	15.4	15.09	3.34	0.05	0.05	0.69	0.69	CB	0.7	11.1	0.22	0.0	0.0	0.06	0.0	2.31	저염식	0.01	0.02	0.09	0.0	0.8	0.0	17.4	17.4	충북	14.94	2.77	0.0	49.9	0.0	1.28	1.28	0.02	11	0.0	0.08	0.0	0.0	0.0	0.0	0.0	인삼취나물_1	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	G999	0.0	<NA>	<NA>	기타	인삼\| 백삼
95	AF002110110031	AF002	6201830080	15.4	34.96	8.25	0.35	0.35	3.42	3.42	CB	4.9	1.8	1.57	5.06	30.34	0.05	0.0	0.92	저염식	0.0	0.01	0.59	0.22	17.51	0.0	35.57	35.57	충북	26.95	10.93	0.0	232.85	0.0	1.36	1.36	0.05	11	0.0	0.0	0.0	0.0	0.0	0.0	0.0	인삼취나물_2	200.51	333.41	225.61	32.8	206.67	186.8	15.71	249.17	57.75	G006	230.69	<NA>	<NA>	채소류	취나물 (산채)\| 말린것
96	AF002110110031	AF002	5100200060	0.9	5.01	0.2	0.41	0.0	0.23	0.0	CB	0.13	0.02	0.04	0.0	0.12	0.21	0.0	0.0	저염식	0.0	0.03	0.03	0.0	1.35	0.01	7.69	0.0	충북	6.32	0.02	0.0	4.13	3.18	0.06	0.0	0.05	11	0.01	0.01	0.03	0.39	0.06	0.16	0.16	인삼취나물_3	6.99	13.93	5.53	5.15	9.12	7.25	3.11	8.87	5.08	G005	26.07	<NA>	<NA>	견과류및종실류	참깨\| 흰깨\| 볶은것
97	AF002110110031	AF002	16200010020	0.3	0.27	0.04	0.0	0.0	0.02	0.0	CB	0.0	0.16	0.04	0.0	0.0	0.0	0.0	0.0	저염식	0.0	0.0	0.0	0.0	0.09	0.0	0.07	0.0	충북	0.38	12.44	0.0	1.25	0.18	0.0	0.0	0.0	11	0.0	0.0	0.0	0.0	0.0	0.0	0.0	인삼취나물_4	1.1	1.65	1.13	0.14	1.01	0.83	0.07	1.12	0.4	G017	0.94	<NA>	<NA>	조미료류	간장\| 개량\| 양조
98	AF002110110031	AF002	6201950020	2.8	0.73	0.18	0.01	0.01	0.04	0.04	CB	0.07	2.55	0.02	3.62	21.7	0.0	0.0	0.59	저염식	0.0	0.0	0.02	0.0	3.18	0.0	2.27	2.27	충북	0.98	0.03	0.0	5.21	0.64	0.03	0.03	0.0	11	0.0	0.0	0.02	0.0	0.0	0.0	0.0	인삼취나물_5	0.7	1.15	0.48	0.08	0.62	0.53	0.11	0.95	0.59	G006	0.81	<NA>	<NA>	채소류	파\| 대파
99	AF002110110031	AF002	6200620010	1.5	1.89	0.45	0.0	0.0	0.08	0.08	CB	0.09	0.95	0.02	0.0	0.0	0.0	0.02	0.42	저염식	0.0	0.0	0.01	0.01	1.3	0.01	0.15	0.15	충북	2.46	0.05	0.45	9.96	0.38	0.03	0.03	0.02	11	0.0	0.0	0.21	0.0	0.0	0.0	0.0	인삼취나물_6	2.66	4.4	1.04	1.88	3.24	2.18	0.45	4.53	2.37	G006	30.63	<NA>	<NA>	채소류	마늘\| 구근\| 생것(국내산)

Overview

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Sample