gimi9 Pandas Profiling

Dataset statistics

Number of variables	11
Number of observations	10000
Missing cells	469
Missing cells (%)	0.4%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.0 MiB
Average record size in memory	105.0 B

Variable types

Numeric	9
Text	2

Dataset

Description	정렬구분값,품목코드,품목명,서울청과,농협,중앙청과,동화청과,한국청과,대아청과,해당품목의해당일반입물량합계(톤),조회기준년월일
Author	서울시농수산식품공사
URL	https://data.seoul.go.kr/dataList/OA-12832/S/1/datasetView.do

Alerts

`서울청과` is highly overall correlated with `농협` and 4 other fields	High correlation
`농협` is highly overall correlated with `서울청과` and 2 other fields	High correlation
`중앙청과` is highly overall correlated with `서울청과` and 4 other fields	High correlation
`동화청과` is highly overall correlated with `서울청과` and 3 other fields	High correlation
`한국청과` is highly overall correlated with `서울청과` and 3 other fields	High correlation
`해당품목의해당일반입물량합계(톤)` is highly overall correlated with `서울청과` and 4 other fields	High correlation
`정렬구분값` has 108 (1.1%) zeros	Zeros
`서울청과` has 3510 (35.1%) zeros	Zeros
`농협` has 4610 (46.1%) zeros	Zeros
`중앙청과` has 3297 (33.0%) zeros	Zeros
`동화청과` has 2758 (27.6%) zeros	Zeros
`한국청과` has 3542 (35.4%) zeros	Zeros
`대아청과` has 9105 (91.0%) zeros	Zeros

Reproduction

Analysis started	2024-05-18 09:32:05.885105
Analysis finished	2024-05-18 09:32:39.676764
Duration	33.79 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

정렬구분값
Real number (ℝ)

ZEROS

Distinct	10
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	25.8775

Minimum	0
Maximum	32
Zeros	108
Zeros (%)	1.1%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	12
Q1	21
median	32
Q3	32
95-th percentile	32
Maximum	32
Range	32
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	9.4545244
Coefficient of variation (CV)	0.36535695
Kurtosis	-0.14656365
Mean	25.8775
Median Absolute Deviation (MAD)	0
Skewness	-1.1558244
Sum	258775
Variance	89.388033
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
32	6662	66.6%
12	1937	19.4%
22	753	7.5%
0	108	1.1%
1	102	1.0%
11	96	1.0%
2	91	0.9%
3	90	0.9%
21	82	0.8%
31	79	0.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	108	1.1%
1	102	1.0%
2	91	0.9%
3	90	0.9%
11	96	1.0%
12	1937	19.4%
21	82	0.8%
22	753	7.5%
31	79	0.8%
32	6662	66.6%

Value	Count	Frequency (%)
32	6662	66.6%
31	79	0.8%
22	753	7.5%
21	82	0.8%
12	1937	19.4%
11	96	1.0%
3	90	0.9%
2	91	0.9%
1	102	1.0%
0	108	1.1%

품목코드
Text

Distinct	171
Distinct (%)	1.7%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	6
Median length	5
Mean length	4.8727
Min length	1

Characters and Unicode

Total characters	48727
Distinct characters	18
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	2 ?
Unique (%)	< 0.1%

Sample

1st row	26810
2nd row	39999
3rd row	42900
4th row	과일류계
5th row	21300

Value	Count	Frequency (%)
계	257	2.6%
합계	108	1.1%
22700	103	1.0%
과일류계	102	1.0%
15100	99	1.0%
26826	96	1.0%
26300	94	0.9%
25121	93	0.9%
과일과채류계	91	0.9%
26824	91	0.9%
Other values (161)	8866	88.7%

Most occurring characters

Value	Count	Frequency (%)
0	13007	26.7%
2	10480	21.5%
1	4608	9.5%
4	3939	8.1%
6	3514	7.2%
5	3208	6.6%
8	2573	5.3%
3	2540	5.2%
9	2026	4.2%
7	865	1.8%
Other values (8)	1967	4.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	46760	96.0%
Other Letter	1967	4.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	13007	27.8%
2	10480	22.4%
1	4608	9.9%
4	3939	8.4%
6	3514	7.5%
5	3208	6.9%
8	2573	5.5%
3	2540	5.4%
9	2026	4.3%
7	865	1.8%

Other Letter

Value	Count	Frequency (%)
계	648	32.9%
과	284	14.4%
류	283	14.4%
일	283	14.4%
채	181	9.2%
합	108	5.5%
반	90	4.6%
소	90	4.6%

Most occurring scripts

Value	Count	Frequency (%)
Common	46760	96.0%
Hangul	1967	4.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	13007	27.8%
2	10480	22.4%
1	4608	9.9%
4	3939	8.4%
6	3514	7.5%
5	3208	6.9%
8	2573	5.5%
3	2540	5.4%
9	2026	4.3%
7	865	1.8%

Hangul

Value	Count	Frequency (%)
계	648	32.9%
과	284	14.4%
류	283	14.4%
일	283	14.4%
채	181	9.2%
합	108	5.5%
반	90	4.6%
소	90	4.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	46760	96.0%
Hangul	1967	4.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	13007	27.8%
2	10480	22.4%
1	4608	9.9%
4	3939	8.4%
6	3514	7.5%
5	3208	6.9%
8	2573	5.5%
3	2540	5.4%
9	2026	4.3%
7	865	1.8%

Hangul

Value	Count	Frequency (%)
계	648	32.9%
과	284	14.4%
류	283	14.4%
일	283	14.4%
채	181	9.2%
합	108	5.5%
반	90	4.6%
소	90	4.6%

품목명
Text

Distinct	177
Distinct (%)	1.8%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	9
Median length	7
Mean length	2.9309
Min length	1

Characters and Unicode

Total characters	29309
Distinct characters	201
Distinct categories	4 ?
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	4 ?
Unique (%)	< 0.1%

Sample

1st row	고추잎
2nd row	채소류 기타
3rd row	체리
4th row	과일류계
5th row	시금치

Value	Count	Frequency (%)
기타	404	3.8%
계	257	2.4%
무	162	1.5%
합계	108	1.0%
과일류계	102	1.0%
멜론	100	1.0%
고구마	99	0.9%
겨자잎	96	0.9%
취나물	94	0.9%
파프리카	93	0.9%
Other values (171)	8979	85.6%

Most occurring characters

Value	Count	Frequency (%)
추	882	3.0%
리	870	3.0%
나	778	2.7%
류	720	2.5%
기	679	2.3%
계	648	2.2%
채	635	2.2%
배	615	2.1%
파	579	2.0%
고	576	2.0%
Other values (191)	22327	76.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	28491	97.2%
Space Separator	494	1.7%
Close Punctuation	162	0.6%
Open Punctuation	162	0.6%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
추	882	3.1%
리	870	3.1%
나	778	2.7%
류	720	2.5%
기	679	2.4%
계	648	2.3%
채	635	2.2%
배	615	2.2%
파	579	2.0%
고	576	2.0%
Other values (188)	21509	75.5%

Space Separator

Value	Count	Frequency (%)
	494	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	162	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	162	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	28491	97.2%
Common	818	2.8%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
추	882	3.1%
리	870	3.1%
나	778	2.7%
류	720	2.5%
기	679	2.4%
계	648	2.3%
채	635	2.2%
배	615	2.2%
파	579	2.0%
고	576	2.0%
Other values (188)	21509	75.5%

Common

Value	Count	Frequency (%)
	494	60.4%
)	162	19.8%
(	162	19.8%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	28491	97.2%
ASCII	818	2.8%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
추	882	3.1%
리	870	3.1%
나	778	2.7%
류	720	2.5%
기	679	2.4%
계	648	2.3%
채	635	2.2%
배	615	2.2%
파	579	2.0%
고	576	2.0%
Other values (188)	21509	75.5%

ASCII

Value	Count	Frequency (%)
	494	60.4%
)	162	19.8%
(	162	19.8%

서울청과
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	4927
Distinct (%)	49.6%
Missing	67
Missing (%)	0.7%
Infinite	0
Infinite (%)	0.0%
Mean	34.600525

Minimum	-0.03
Maximum	1693.4126
Zeros	3510
Zeros (%)	35.1%
Negative	1
Negative (%)	< 0.1%
Memory size	166.0 KiB

Quantile statistics

Minimum	-0.03
5-th percentile	0
Q1	0
median	0.532
Q3	11.655
95-th percentile	156.86238
Maximum	1693.4126
Range	1693.4425
Interquartile range (IQR)	11.655

Descriptive statistics

Standard deviation	130.82957
Coefficient of variation (CV)	3.781144
Kurtosis	44.675481
Mean	34.600525
Median Absolute Deviation (MAD)	0.532
Skewness	6.2121603
Sum	343687.01
Variance	17116.376
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	3510	35.1%
0.01	36	0.4%
0.04	34	0.3%
0.05	34	0.3%
0.08	27	0.3%
0.02	25	0.2%
0.1	24	0.2%
0.12	24	0.2%
0.2	22	0.2%
0.06	22	0.2%
Other values (4917)	6175	61.8%
(Missing)	67	0.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.03	1	< 0.1%
0.0	3510	35.1%
0.002	2	< 0.1%
0.003	3	< 0.1%
0.004	6	0.1%
0.0045	1	< 0.1%
0.005	6	0.1%
0.0054	1	< 0.1%
0.006	2	< 0.1%
0.007	1	< 0.1%

Value	Count	Frequency (%)
1693.41255	1	< 0.1%
1455.7706	1	< 0.1%
1447.61447	1	< 0.1%
1430.47035	1	< 0.1%
1430.11095	1	< 0.1%
1360.73535	1	< 0.1%
1352.63385	1	< 0.1%
1281.74395	1	< 0.1%
1267.70786	1	< 0.1%
1255.2772	1	< 0.1%

농협
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	3560
Distinct (%)	35.8%
Missing	67
Missing (%)	0.7%
Infinite	0
Infinite (%)	0.0%
Mean	17.199064

Minimum	-0.284
Maximum	986.463
Zeros	4610
Zeros (%)	46.1%
Negative	2
Negative (%)	< 0.1%
Memory size	166.0 KiB

Quantile statistics

Minimum	-0.284
5-th percentile	0
Q1	0
median	0.065
Q3	2.695
95-th percentile	103.83884
Maximum	986.463
Range	986.747
Interquartile range (IQR)	2.695

Descriptive statistics

Standard deviation	68.653298
Coefficient of variation (CV)	3.991688
Kurtosis	57.722162
Mean	17.199064
Median Absolute Deviation (MAD)	0.065
Skewness	6.8418983
Sum	170838.31
Variance	4713.2754
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	4610	46.1%
0.02	38	0.4%
0.08	34	0.3%
0.2	34	0.3%
0.04	30	0.3%
0.06	30	0.3%
0.1	29	0.3%
0.12	29	0.3%
0.24	22	0.2%
0.008	21	0.2%
Other values (3550)	5056	50.6%
(Missing)	67	0.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-0.284	1	< 0.1%
-0.024	1	< 0.1%
0.0	4610	46.1%
0.001	1	< 0.1%
0.002	2	< 0.1%
0.0025	1	< 0.1%
0.003	4	< 0.1%
0.004	10	0.1%
0.005	4	< 0.1%
0.006	5	0.1%

Value	Count	Frequency (%)
986.463	1	< 0.1%
901.9773	1	< 0.1%
881.9785	1	< 0.1%
870.8876	1	< 0.1%
822.3448	1	< 0.1%
806.7428	1	< 0.1%
792.94385	1	< 0.1%
782.039	1	< 0.1%
775.6092	1	< 0.1%
772.3962	1	< 0.1%

중앙청과
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	4677
Distinct (%)	47.1%
Missing	67
Missing (%)	0.7%
Infinite	0
Infinite (%)	0.0%
Mean	32.977932

Minimum	-220.4178
Maximum	2032.6337
Zeros	3297
Zeros (%)	33.0%
Negative	15
Negative (%)	0.1%
Memory size	166.0 KiB

Quantile statistics

Minimum	-220.4178
5-th percentile	0
Q1	0
median	0.568
Q3	9.168
95-th percentile	174.05552
Maximum	2032.6337
Range	2253.0515
Interquartile range (IQR)	9.168

Descriptive statistics

Standard deviation	127.18849
Coefficient of variation (CV)	3.856776
Kurtosis	50.576472
Mean	32.977932
Median Absolute Deviation (MAD)	0.568
Skewness	6.421062
Sum	327569.79
Variance	16176.913
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	3297	33.0%
0.08	35	0.4%
0.04	31	0.3%
0.02	31	0.3%
0.12	26	0.3%
0.1	23	0.2%
0.008	23	0.2%
0.15	22	0.2%
0.012	19	0.2%
0.004	19	0.2%
Other values (4667)	6407	64.1%
(Missing)	67	0.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-220.4178	1	< 0.1%
-1.677	1	< 0.1%
-1.2	1	< 0.1%
-0.584	1	< 0.1%
-0.547	1	< 0.1%
-0.525	1	< 0.1%
-0.18	1	< 0.1%
-0.113	1	< 0.1%
-0.11	1	< 0.1%
-0.108	1	< 0.1%

Value	Count	Frequency (%)
2032.6337	1	< 0.1%
1688.7905	1	< 0.1%
1649.1212	1	< 0.1%
1456.9681	1	< 0.1%
1386.1127	1	< 0.1%
1375.7255	1	< 0.1%
1305.453	1	< 0.1%
1259.5679	1	< 0.1%
1255.6878	1	< 0.1%
1243.9579	1	< 0.1%

동화청과
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	5211
Distinct (%)	52.5%
Missing	67
Missing (%)	0.7%
Infinite	0
Infinite (%)	0.0%
Mean	39.24867

Minimum	-592
Maximum	1798.468
Zeros	2758
Zeros (%)	27.6%
Negative	1
Negative (%)	< 0.1%
Memory size	166.0 KiB

Quantile statistics

Minimum	-592
5-th percentile	0
Q1	0
median	1.294
Q3	12.364
95-th percentile	126.662
Maximum	1798.468
Range	2390.468
Interquartile range (IQR)	12.364

Descriptive statistics

Standard deviation	165.28639
Coefficient of variation (CV)	4.2112609
Kurtosis	40.255739
Mean	39.24867
Median Absolute Deviation (MAD)	1.294
Skewness	6.2083231
Sum	389857.04
Variance	27319.591
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	2758	27.6%
0.1	27	0.3%
0.02	26	0.3%
0.05	21	0.2%
0.04	17	0.2%
0.008	16	0.2%
0.004	15	0.1%
0.06	14	0.1%
0.15	14	0.1%
0.012	13	0.1%
Other values (5201)	7012	70.1%
(Missing)	67	0.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-592.0	1	< 0.1%
0.0	2758	27.6%
0.001	2	< 0.1%
0.002	3	< 0.1%
0.003	2	< 0.1%
0.004	15	0.1%
0.005	11	0.1%
0.006	7	0.1%
0.007	1	< 0.1%
0.008	16	0.2%

Value	Count	Frequency (%)
1798.468	1	< 0.1%
1665.905	1	< 0.1%
1624.581	1	< 0.1%
1597.271	1	< 0.1%
1580.846	1	< 0.1%
1565.254	1	< 0.1%
1561.914	1	< 0.1%
1551.667	1	< 0.1%
1512.838	1	< 0.1%
1489.257	1	< 0.1%

한국청과
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	4572
Distinct (%)	46.0%
Missing	67
Missing (%)	0.7%
Infinite	0
Infinite (%)	0.0%
Mean	38.693323

Minimum	-3.042
Maximum	2004.5553
Zeros	3542
Zeros (%)	35.4%
Negative	3
Negative (%)	< 0.1%
Memory size	166.0 KiB

Quantile statistics

Minimum	-3.042
5-th percentile	0
Q1	0
median	0.345
Q3	9.189
95-th percentile	107.90884
Maximum	2004.5553
Range	2007.5973
Interquartile range (IQR)	9.189

Descriptive statistics

Standard deviation	167.51261
Coefficient of variation (CV)	4.3292381
Kurtosis	39.334166
Mean	38.693323
Median Absolute Deviation (MAD)	0.345
Skewness	6.1344958
Sum	384340.78
Variance	28060.473
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	3542	35.4%
0.04	35	0.4%
0.2	33	0.3%
0.02	31	0.3%
0.08	26	0.3%
0.1	24	0.2%
0.16	23	0.2%
0.12	22	0.2%
0.05	21	0.2%
0.18	21	0.2%
Other values (4562)	6155	61.6%
(Missing)	67	0.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-3.042	1	< 0.1%
-1.134	1	< 0.1%
-0.468	1	< 0.1%
0.0	3542	35.4%
0.0005	1	< 0.1%
0.001	2	< 0.1%
0.0018	3	< 0.1%
0.002	3	< 0.1%
0.0036	1	< 0.1%
0.004	11	0.1%

Value	Count	Frequency (%)
2004.55526	1	< 0.1%
1745.73273	1	< 0.1%
1688.75773	1	< 0.1%
1624.94329	1	< 0.1%
1587.30341	1	< 0.1%
1562.21082	1	< 0.1%
1529.53267	1	< 0.1%
1488.02859	1	< 0.1%
1471.03234	1	< 0.1%
1470.04033	1	< 0.1%

대아청과
Real number (ℝ)

ZEROS

Distinct	761
Distinct (%)	7.7%
Missing	67
Missing (%)	0.7%
Infinite	0
Infinite (%)	0.0%
Mean	47.273419

Minimum	0
Maximum	2943.286
Zeros	9105
Zeros (%)	91.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	184.908
Maximum	2943.286
Range	2943.286
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	239.54793
Coefficient of variation (CV)	5.0672859
Kurtosis	40.453947
Mean	47.273419
Median Absolute Deviation (MAD)	0
Skewness	6.1331853
Sum	469566.87
Variance	57383.211
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	9105	91.0%
10.0	4	< 0.1%
1354.587	3	< 0.1%
1398.756	3	< 0.1%
1505.05	3	< 0.1%
1427.729	3	< 0.1%
1097.038	3	< 0.1%
2009.586	3	< 0.1%
1184.409	3	< 0.1%
1325.872	3	< 0.1%
Other values (751)	800	8.0%
(Missing)	67	0.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	9105	91.0%
0.624	1	< 0.1%
2.678	1	< 0.1%
2.956	1	< 0.1%
3.024	1	< 0.1%
3.628	1	< 0.1%
3.706	1	< 0.1%
3.833	1	< 0.1%
4.35	1	< 0.1%
4.491	1	< 0.1%

Value	Count	Frequency (%)
2943.286	1	< 0.1%
2540.575	2	< 0.1%
2537.346	2	< 0.1%
2476.36	1	< 0.1%
2435.361	1	< 0.1%
2432.607	1	< 0.1%
2386.411	1	< 0.1%
2327.236	1	< 0.1%
2128.064	1	< 0.1%
2110.257	1	< 0.1%

해당품목의해당일반입물량합계(톤)
Real number (ℝ)

HIGH CORRELATION

Distinct	7521
Distinct (%)	75.7%
Missing	67
Missing (%)	0.7%
Infinite	0
Infinite (%)	0.0%
Mean	209.99293

Minimum	-57.95
Maximum	9398.7714
Zeros	7
Zeros (%)	0.1%
Negative	7
Negative (%)	0.1%
Memory size	166.0 KiB

Quantile statistics

Minimum	-57.95
5-th percentile	0.05
Q1	0.712
median	7.9431
Q3	69.2333
95-th percentile	689.46782
Maximum	9398.7714
Range	9456.7214
Interquartile range (IQR)	68.5213

Descriptive statistics

Standard deviation	850.93705
Coefficient of variation (CV)	4.0522176
Kurtosis	40.611548
Mean	209.99293
Median Absolute Deviation (MAD)	7.8431
Skewness	6.1742879
Sum	2085859.8
Variance	724093.87
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.05	36	0.4%
0.01	35	0.4%
0.02	35	0.4%
0.04	32	0.3%
0.08	31	0.3%
0.06	28	0.3%
0.008	23	0.2%
0.03	22	0.2%
0.016	21	0.2%
0.012	21	0.2%
Other values (7511)	9649	96.5%
(Missing)	67	0.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-57.95	1	< 0.1%
-1.1	1	< 0.1%
-0.584	1	< 0.1%
-0.113	1	< 0.1%
-0.03	1	< 0.1%
-0.024	2	< 0.1%
0.0	7	0.1%
0.0006	1	< 0.1%
0.001	2	< 0.1%
0.002	3	< 0.1%

Value	Count	Frequency (%)
9398.77141	1	< 0.1%
9207.21348	1	< 0.1%
8873.43898	1	< 0.1%
8703.82856	1	< 0.1%
8351.28431	1	< 0.1%
8197.36554	1	< 0.1%
8115.96233	1	< 0.1%
7765.88104	1	< 0.1%
7758.56843	1	< 0.1%
7692.41112	1	< 0.1%

조회기준년월일
Real number (ℝ)

Distinct	344
Distinct (%)	3.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20234409

Minimum	20230516
Maximum	20240517
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	20230516
5-th percentile	20230602
Q1	20230816
median	20231115
Q3	20240219
95-th percentile	20240430
Maximum	20240517
Range	10001
Interquartile range (IQR)	9403

Descriptive statistics

Standard deviation	4560.2856
Coefficient of variation (CV)	0.00022537281
Kurtosis	-1.7260353
Mean	20234409
Median Absolute Deviation (MAD)	487
Skewness	0.51657136
Sum	2.0234409 × 10¹¹
Variance	20796205
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20231011	47	0.5%
20240511	45	0.4%
20230817	45	0.4%
20231031	44	0.4%
20240416	43	0.4%
20230824	43	0.4%
20230815	43	0.4%
20231102	42	0.4%
20230825	42	0.4%
20230621	42	0.4%
Other values (334)	9564	95.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
20230516	35	0.4%
20230517	29	0.3%
20230518	35	0.4%
20230519	32	0.3%
20230520	35	0.4%
20230521	1	< 0.1%
20230522	23	0.2%
20230523	27	0.3%
20230524	29	0.3%
20230525	30	0.3%

Value	Count	Frequency (%)
20240517	33	0.3%
20240516	34	0.3%
20240515	38	0.4%
20240514	36	0.4%
20240513	34	0.3%
20240512	4	< 0.1%
20240511	45	0.4%
20240510	27	0.3%
20240509	33	0.3%
20240508	33	0.3%

Phik (φk)
Auto

Heatmap
Table

	정렬구분값	서울청과	농협	중앙청과	동화청과	한국청과	대아청과	해당품목의해당일반입물량합계(톤)	조회기준년월일
정렬구분값	1.000	0.611	0.598	0.648	0.742	0.579	0.512	0.588	0.048
서울청과	0.611	1.000	0.927	0.956	0.829	0.920	0.791	0.948	0.037
농협	0.598	0.927	1.000	0.935	0.754	0.884	0.674	0.912	0.046
중앙청과	0.648	0.956	0.935	1.000	0.818	0.914	0.761	0.936	0.000
동화청과	0.742	0.829	0.754	0.818	1.000	0.855	0.677	0.850	0.039
한국청과	0.579	0.920	0.884	0.914	0.855	1.000	0.798	0.941	0.000
대아청과	0.512	0.791	0.674	0.761	0.677	0.798	1.000	0.839	0.087
해당품목의해당일반입물량합계(톤)	0.588	0.948	0.912	0.936	0.850	0.941	0.839	1.000	0.053
조회기준년월일	0.048	0.037	0.046	0.000	0.039	0.000	0.087	0.053	1.000

Heatmap
Table

	정렬구분값	서울청과	농협	중앙청과	동화청과	한국청과	대아청과	해당품목의해당일반입물량합계(톤)	조회기준년월일
정렬구분값	1.000	-0.386	-0.340	-0.371	-0.219	-0.140	-0.009	-0.248	0.009
서울청과	-0.386	1.000	0.517	0.673	0.746	0.746	0.245	0.838	-0.000
농협	-0.340	0.517	1.000	0.568	0.391	0.487	0.047	0.560	-0.099
중앙청과	-0.371	0.673	0.568	1.000	0.732	0.739	0.130	0.790	-0.009
동화청과	-0.219	0.746	0.391	0.732	1.000	0.792	0.125	0.818	-0.001
한국청과	-0.140	0.746	0.487	0.739	0.792	1.000	0.273	0.854	0.003
대아청과	-0.009	0.245	0.047	0.130	0.125	0.273	1.000	0.376	-0.000
해당품목의해당일반입물량합계(톤)	-0.248	0.838	0.560	0.790	0.818	0.854	0.376	1.000	-0.010
조회기준년월일	0.009	-0.000	-0.099	-0.009	-0.001	0.003	-0.000	-0.010	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.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	정렬구분값	품목코드	품목명	서울청과	농협	중앙청과	동화청과	한국청과	대아청과	해당품목의해당일반입물량합계(톤)	조회기준년월일
25548	32	26810	고추잎	0.0	0.151	0.008	0.0	0.0	0.0	0.159	20240119
35276	32	39999	채소류 기타	0.0	0.0	0.2744	0.0	0.0	0.0	0.2744	20240430
8818	12	42900	체리	0.0	0.0	1.2	4.4	0.0	0.0	5.6	20230810
4245	1	과일류계	과일류계	177.7331	95.6594	232.6783	138.919	51.267	0.0	696.2568	20230624
6537	32	21300	시금치	0.924	0.74	1.148	6.504	4.964	0.0	14.28	20230718
12491	32	32200	콩류	0.0	1.1495	0.412	0.0	0.076	0.0	1.6375	20230914
36890	32	26700	두릅	0.852	1.163	0.656	0.004	0.292	0.0	2.967	20240515
20287	32	25600	셀러리	7.55	0.0	0.0	6.2	0.0	0.0	13.75	20231127
3476	22	22100	수박	144.1605	119.7444	195.6168	64.742	30.488	0.0	554.7517	20230616
33229	31	계	계	546.8692	210.1156	532.1112	1040.575	1036.8747	1363.196	4729.7417	20240410

	정렬구분값	품목코드	품목명	서울청과	농협	중앙청과	동화청과	한국청과	대아청과	해당품목의해당일반입물량합계(톤)	조회기준년월일
31302	12	41700	감	0.0	0.0	0.0	0.0	0.168	0.0	0.168	20240322
27347	32	21500	깻잎	6.1847	0.734	13.9245	13.549	10.6581	0.0	45.0503	20240206
31397	32	26700	두릅	0.0	1.302	0.107	0.009	0.0	0.0	1.418	20240323
26687	0	합계	합계	1171.90705	539.53375	1068.6026	1270.658	1254.68819	1695.38	7000.76959	20240131
2616	12	45101	망고스틴	0.0	0.0	0.25	0.0	0.0	0.0	0.25	20230608
17688	12	49050	수입과일 기타	0.0	0.665	0.0	0.0	0.0	0.0	0.665	20231102
2282	32	26838	새싹	0.071	0.0	0.0	0.066	0.075	0.0	0.212	20230606
37005	12	44900	아보카도	0.0	0.0	0.0	0.0	0.84	0.0	0.84	20240516
9465	3	일반채소류계	일반채소류계	570.2777	153.0233	462.3352	874.366	989.13667	1455.779	4504.91787	20230817
22584	11	계	계	208.42885	153.22414	284.8973	137.837	57.3108	0.0	841.69809	20231220

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Letter

Most occurring scripts

Most frequent character per script

Common

Hangul

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Space Separator

Close Punctuation

Open Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

Hangul

ASCII

Interactions

Correlations

Missing values

Sample