gimi9 Pandas Profiling

Dataset statistics

Number of variables	19
Number of observations	1234
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	199.0 KiB
Average record size in memory	165.1 B

Variable types

Categorical	9
Text	2
Numeric	8

Dataset

Description	국립종자원 정부보급종 우선공급 내역에 대한 데이터로 년산,지원명,사업체명,사업체종류,시도,시군구,품종명,소계_신청량,사전_신청량,우선_신청량,소계_배정량,사전_배정량,우선_배정량,소계_농가량,사전_농가량,우선_농가량,소계_농가잔량,사전_농가잔량,우선_농가잔량 등의 항목을 제공합니다.
URL	https://www.data.go.kr/data/15066259/fileData.do

Alerts

`사전_신청량` has constant value ""	Constant
`사전_배정량` has constant value ""	Constant
`사전_농가량` has constant value ""	Constant
`사전_농가잔량` has constant value ""	Constant
`지원명` is highly overall correlated with `시도` and 1 other fields	High correlation
`시도` is highly overall correlated with `지원명` and 1 other fields	High correlation
`소계_신청량` is highly overall correlated with `우선_신청량` and 4 other fields	High correlation
`우선_신청량` is highly overall correlated with `소계_신청량` and 4 other fields	High correlation
`소계_배정량` is highly overall correlated with `소계_신청량` and 4 other fields	High correlation
`우선_배정량` is highly overall correlated with `소계_신청량` and 4 other fields	High correlation
`소계_농가량` is highly overall correlated with `소계_신청량` and 4 other fields	High correlation
`우선_농가량` is highly overall correlated with `소계_신청량` and 4 other fields	High correlation
`소계_농가잔량` is highly overall correlated with `우선_농가잔량`	High correlation
`우선_농가잔량` is highly overall correlated with `소계_농가잔량`	High correlation
`품종명` is highly overall correlated with `지원명` and 1 other fields	High correlation
`소계_배정량` has 30 (2.4%) zeros	Zeros
`우선_배정량` has 30 (2.4%) zeros	Zeros
`소계_농가량` has 47 (3.8%) zeros	Zeros
`우선_농가량` has 47 (3.8%) zeros	Zeros
`소계_농가잔량` has 1133 (91.8%) zeros	Zeros
`우선_농가잔량` has 1133 (91.8%) zeros	Zeros

Reproduction

Analysis started	2023-12-12 04:37:26.972456
Analysis finished	2023-12-12 04:37:36.891566
Duration	9.92 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

년산
Categorical

Distinct	3
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

2021	437
2022	431
2020	366

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2020
2nd row	2020
3rd row	2020
4th row	2021
5th row	2022

Common Values

Value	Count	Frequency (%)
2021	437	35.4%
2022	431	34.9%
2020	366	29.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2021	437	35.4%
2022	431	34.9%
2020	366	29.7%

지원명
Categorical

HIGH CORRELATION

Distinct	9
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

전남지원	458
전북지원	274
경기종자관리소	147
충남지원	131
경북지원	103
Other values (4)	121

Length

Max length	8
Median length	4
Mean length	4.3735818
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	경남지원
2nd row	경남지원
3rd row	강원지원
4th row	강원지원
5th row	강원지원

Common Values

Value	Count	Frequency (%)
전남지원	458	37.1%
전북지원	274	22.2%
경기종자관리소	147	11.9%
충남지원	131	10.6%
경북지원	103	8.3%
경남지원	63	5.1%
강원지원	30	2.4%
충북지원	23	1.9%
제주도농업기술원	5	0.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
전남지원	458	37.1%
전북지원	274	22.2%
경기종자관리소	147	11.9%
충남지원	131	10.6%
경북지원	103	8.3%
경남지원	63	5.1%
강원지원	30	2.4%
충북지원	23	1.9%
제주도농업기술원	5	0.4%

사업체명
Text

Distinct	356
Distinct (%)	28.8%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

Length

Max length	23
Median length	18
Mean length	9.4570502
Min length	4

Characters and Unicode

Total characters	11670
Distinct characters	262
Distinct categories	6 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	65 ?
Unique (%)	5.3%

Sample

1st row	고성거제통영농협쌀조합공동사업법인
2nd row	고성거제통영농협쌀조합공동사업법인
3rd row	동송농협RPC
4th row	동송농협RPC
5th row	동송농협RPC

Value	Count	Frequency (%)
영농조합법인	26	1.9%
나비골월송친환경영농조합법인	12	0.9%
농업회사법인	12	0.9%
법인	10	0.7%
우리밀	10	0.7%
세지농업협동조합	8	0.6%
신김포농협rpc	8	0.6%
천지농협협동조합	7	0.5%
팽성농협rpc	7	0.5%
울산연합rpc	7	0.5%
Other values (372)	1265	92.2%

Most occurring characters

Value	Count	Frequency (%)
농	1166	10.0%
합	715	6.1%
협	703	6.0%
조	590	5.1%
인	503	4.3%
법	485	4.2%
업	393	3.4%
영	376	3.2%
동	351	3.0%
C	295	2.5%
Other values (252)	6093	52.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	10317	88.4%
Uppercase Letter	885	7.6%
Close Punctuation	155	1.3%
Open Punctuation	155	1.3%
Space Separator	143	1.2%
Decimal Number	15	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
농	1166	11.3%
합	715	6.9%
협	703	6.8%
조	590	5.7%
인	503	4.9%
법	485	4.7%
업	393	3.8%
영	376	3.6%
동	351	3.4%
사	246	2.4%
Other values (241)	4789	46.4%

Uppercase Letter

Value	Count	Frequency (%)
C	295	33.3%
P	286	32.3%
R	286	32.3%
S	9	1.0%
D	9	1.0%

Decimal Number

Value	Count	Frequency (%)
3	5	33.3%
5	5	33.3%
1	5	33.3%

Close Punctuation

Value	Count	Frequency (%)
)	155	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	155	100.0%

Space Separator

Value	Count	Frequency (%)
	143	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	10317	88.4%
Latin	885	7.6%
Common	468	4.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
농	1166	11.3%
합	715	6.9%
협	703	6.8%
조	590	5.7%
인	503	4.9%
법	485	4.7%
업	393	3.8%
영	376	3.6%
동	351	3.4%
사	246	2.4%
Other values (241)	4789	46.4%

Common

Value	Count	Frequency (%)
)	155	33.1%
(	155	33.1%
	143	30.6%
3	5	1.1%
5	5	1.1%
1	5	1.1%

Latin

Value	Count	Frequency (%)
C	295	33.3%
P	286	32.3%
R	286	32.3%
S	9	1.0%
D	9	1.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	10317	88.4%
ASCII	1353	11.6%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
농	1166	11.3%
합	715	6.9%
협	703	6.8%
조	590	5.7%
인	503	4.9%
법	485	4.7%
업	393	3.8%
영	376	3.6%
동	351	3.4%
사	246	2.4%
Other values (241)	4789	46.4%

ASCII

Value	Count	Frequency (%)
C	295	21.8%
P	286	21.1%
R	286	21.1%
)	155	11.5%
(	155	11.5%
	143	10.6%
S	9	0.7%
D	9	0.7%
3	5	0.4%
5	5	0.4%

사업체종류
Categorical

Distinct	8
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

정부지원RPC	352
맥류우선공급업체	255
들녘경영체	223
시군 추천업체	124
품종명칭 경영체	121
Other values (3)	159

Length

Max length	11
Median length	9
Mean length	7.3095624
Min length	5

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
정부지원RPC	352	28.5%
맥류우선공급업체	255	20.7%
들녘경영체	223	18.1%
시군 추천업체	124	10.0%
품종명칭 경영체	121	9.8%
기존 우선공급업체	92	7.5%
당해연도 후보 경영체	55	4.5%
고품질쌀 최적 경영체	12	1.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
정부지원rpc	352	20.6%
맥류우선공급업체	255	15.0%
들녘경영체	223	13.1%
경영체	188	11.0%
시군	124	7.3%
추천업체	124	7.3%
품종명칭	121	7.1%
기존	92	5.4%
우선공급업체	92	5.4%
당해연도	55	3.2%
Other values (3)	79	4.6%

시도
Categorical

HIGH CORRELATION

Distinct	12
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

전남	442
전북	274
경기	147
충남	125
경북	103
Other values (7)	143

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	경남
2nd row	경남
3rd row	강원
4th row	강원
5th row	강원

Common Values

Value	Count	Frequency (%)
전남	442	35.8%
전북	274	22.2%
경기	147	11.9%
충남	125	10.1%
경북	103	8.3%
경남	56	4.5%
강원	30	2.4%
충북	23	1.9%
광주	16	1.3%
울산	7	0.6%
Other values (2)	11	0.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
전남	442	35.8%
전북	274	22.2%
경기	147	11.9%
충남	125	10.1%
경북	103	8.3%
경남	56	4.5%
강원	30	2.4%
충북	23	1.9%
광주	16	1.3%
울산	7	0.6%
Other values (2)	11	0.9%

시군구
Text

Distinct	98
Distinct (%)	7.9%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

Length

Max length	7
Median length	3
Mean length	3.0097245
Min length	2

Characters and Unicode

Total characters	3714
Distinct characters	89
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	6 ?
Unique (%)	0.5%

Sample

1st row	고성군
2nd row	고성군
3rd row	철원군
4th row	철원군
5th row	철원군

Value	Count	Frequency (%)
익산시	67	5.4%
해남군	64	5.2%
김제시	58	4.7%
나주시	47	3.8%
영광군	46	3.7%
함평군	44	3.6%
장흥군	43	3.5%
군산시	38	3.1%
화순군	35	2.8%
평택시	34	2.8%
Other values (88)	758	61.4%

Most occurring characters

Value	Count	Frequency (%)
군	639	17.2%
시	610	16.4%
산	181	4.9%
주	133	3.6%
성	107	2.9%
천	91	2.5%
안	86	2.3%
평	82	2.2%
영	78	2.1%
남	76	2.0%
Other values (79)	1631	43.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	3714	100.0%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
군	639	17.2%
시	610	16.4%
산	181	4.9%
주	133	3.6%
성	107	2.9%
천	91	2.5%
안	86	2.3%
평	82	2.2%
영	78	2.1%
남	76	2.0%
Other values (79)	1631	43.9%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	3714	100.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
군	639	17.2%
시	610	16.4%
산	181	4.9%
주	133	3.6%
성	107	2.9%
천	91	2.5%
안	86	2.3%
평	82	2.2%
영	78	2.1%
남	76	2.0%
Other values (79)	1631	43.9%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	3714	100.0%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
군	639	17.2%
시	610	16.4%
산	181	4.9%
주	133	3.6%
성	107	2.9%
천	91	2.5%
안	86	2.3%
평	82	2.2%
영	78	2.1%
남	76	2.0%
Other values (79)	1631	43.9%

품종명
Categorical

HIGH CORRELATION

Distinct	36
Distinct (%)	2.9%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

신동진벼(일반)	227
새청무(일반)	159
삼광벼(일반)	113
새금강밀(일반)	87
금강밀(일반)	71
Other values (31)	577

Length

Max length	10
Median length	7
Mean length	7.5494327
Min length	6

Unique

Unique	6 ?
Unique (%)	0.5%

Sample

1st row	영호진미(일반)
2nd row	해담쌀(일반)
3rd row	오대벼(일반)
4th row	오대벼(일반)
5th row	오대벼(일반)

Common Values

Value	Count	Frequency (%)
신동진벼(일반)	227	18.4%
새청무(일반)	159	12.9%
삼광벼(일반)	113	9.2%
새금강밀(일반)	87	7.1%
금강밀(일반)	71	5.8%
추청벼(일반)	65	5.3%
일품벼(일반)	60	4.9%
동진찰벼(일반)	51	4.1%
백옥찰벼(일반)	50	4.1%
고시히카리(일반)	44	3.6%
Other values (26)	307	24.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
신동진벼(일반	227	18.4%
새청무(일반	159	12.9%
삼광벼(일반	113	9.2%
새금강밀(일반	87	7.1%
금강밀(일반	71	5.8%
추청벼(일반	65	5.3%
일품벼(일반	60	4.9%
동진찰벼(일반	51	4.1%
백옥찰벼(일반	50	4.1%
고시히카리(일반	44	3.6%
Other values (26)	307	24.9%

소계_신청량
Real number (ℝ)

HIGH CORRELATION

Distinct	390
Distinct (%)	31.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20746.904

Minimum	0
Maximum	300000
Zeros	8
Zeros (%)	0.6%
Negative	0
Negative (%)	0.0%
Memory size	11.0 KiB

Quantile statistics

Minimum	0
5-th percentile	566
Q1	3000
median	9000
Q3	25000
95-th percentile	77346
Maximum	300000
Range	300000
Interquartile range (IQR)	22000

Descriptive statistics

Standard deviation	32111.473
Coefficient of variation (CV)	1.5477718
Kurtosis	19.186036
Mean	20746.904
Median Absolute Deviation (MAD)	7000
Skewness	3.7030107
Sum	25601680
Variance	1.0311467 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2000	57	4.6%
10000	55	4.5%
20000	41	3.3%
4000	40	3.2%
3000	38	3.1%
5000	37	3.0%
6000	33	2.7%
1000	29	2.4%
30000	24	1.9%
40000	24	1.9%
Other values (380)	856	69.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8	0.6%
40	1	0.1%
60	2	0.2%
80	2	0.2%
100	4	0.3%
140	1	0.1%
160	2	0.2%
200	15	1.2%
260	1	0.1%
300	2	0.2%

Value	Count	Frequency (%)
300000	2	0.2%
225180	1	0.1%
222140	1	0.1%
220000	1	0.1%
219440	1	0.1%
210000	1	0.1%
200000	3	0.2%
180180	1	0.1%
175000	1	0.1%
173380	1	0.1%

사전_신청량
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

0	1234

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	1234	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1234	100.0%

우선_신청량
Real number (ℝ)

HIGH CORRELATION

Distinct	390
Distinct (%)	31.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20746.904

Minimum	0
Maximum	300000
Zeros	8
Zeros (%)	0.6%
Negative	0
Negative (%)	0.0%
Memory size	11.0 KiB

Quantile statistics

Minimum	0
5-th percentile	566
Q1	3000
median	9000
Q3	25000
95-th percentile	77346
Maximum	300000
Range	300000
Interquartile range (IQR)	22000

Descriptive statistics

Standard deviation	32111.473
Coefficient of variation (CV)	1.5477718
Kurtosis	19.186036
Mean	20746.904
Median Absolute Deviation (MAD)	7000
Skewness	3.7030107
Sum	25601680
Variance	1.0311467 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2000	57	4.6%
10000	55	4.5%
20000	41	3.3%
4000	40	3.2%
3000	38	3.1%
5000	37	3.0%
6000	33	2.7%
1000	29	2.4%
30000	24	1.9%
40000	24	1.9%
Other values (380)	856	69.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8	0.6%
40	1	0.1%
60	2	0.2%
80	2	0.2%
100	4	0.3%
140	1	0.1%
160	2	0.2%
200	15	1.2%
260	1	0.1%
300	2	0.2%

Value	Count	Frequency (%)
300000	2	0.2%
225180	1	0.1%
222140	1	0.1%
220000	1	0.1%
219440	1	0.1%
210000	1	0.1%
200000	3	0.2%
180180	1	0.1%
175000	1	0.1%
173380	1	0.1%

소계_배정량
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	515
Distinct (%)	41.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	14475.972

Minimum	0
Maximum	256060
Zeros	30
Zeros (%)	2.4%
Negative	0
Negative (%)	0.0%
Memory size	11.0 KiB

Quantile statistics

Minimum	0
5-th percentile	246
Q1	2000
median	6000
Q3	16485
95-th percentile	56077
Maximum	256060
Range	256060
Interquartile range (IQR)	14485

Descriptive statistics

Standard deviation	23329.459
Coefficient of variation (CV)	1.6115987
Kurtosis	23.810076
Mean	14475.972
Median Absolute Deviation (MAD)	4830
Skewness	4.0280797
Sum	17863350
Variance	5.4426364 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2000	37	3.0%
5000	33	2.7%
10000	33	2.7%
6000	30	2.4%
0	30	2.4%
1000	25	2.0%
3000	23	1.9%
4000	23	1.9%
20000	21	1.7%
8000	19	1.5%
Other values (505)	960	77.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	30	2.4%
20	1	0.1%
40	2	0.2%
60	4	0.3%
80	2	0.2%
100	4	0.3%
120	5	0.4%
180	1	0.1%
200	9	0.7%
220	4	0.3%

Value	Count	Frequency (%)
256060	1	0.1%
219440	1	0.1%
174000	1	0.1%
173380	1	0.1%
160000	1	0.1%
150000	1	0.1%
146800	1	0.1%
138000	1	0.1%
136820	1	0.1%
130000	1	0.1%

사전_배정량
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

0	1234

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	1234	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1234	100.0%

우선_배정량
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	515
Distinct (%)	41.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	14475.972

Minimum	0
Maximum	256060
Zeros	30
Zeros (%)	2.4%
Negative	0
Negative (%)	0.0%
Memory size	11.0 KiB

Quantile statistics

Minimum	0
5-th percentile	246
Q1	2000
median	6000
Q3	16485
95-th percentile	56077
Maximum	256060
Range	256060
Interquartile range (IQR)	14485

Descriptive statistics

Standard deviation	23329.459
Coefficient of variation (CV)	1.6115987
Kurtosis	23.810076
Mean	14475.972
Median Absolute Deviation (MAD)	4830
Skewness	4.0280797
Sum	17863350
Variance	5.4426364 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2000	37	3.0%
5000	33	2.7%
10000	33	2.7%
6000	30	2.4%
0	30	2.4%
1000	25	2.0%
3000	23	1.9%
4000	23	1.9%
20000	21	1.7%
8000	19	1.5%
Other values (505)	960	77.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	30	2.4%
20	1	0.1%
40	2	0.2%
60	4	0.3%
80	2	0.2%
100	4	0.3%
120	5	0.4%
180	1	0.1%
200	9	0.7%
220	4	0.3%

Value	Count	Frequency (%)
256060	1	0.1%
219440	1	0.1%
174000	1	0.1%
173380	1	0.1%
160000	1	0.1%
150000	1	0.1%
146800	1	0.1%
138000	1	0.1%
136820	1	0.1%
130000	1	0.1%

소계_농가량
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	524
Distinct (%)	42.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	14064.408

Minimum	0
Maximum	256060
Zeros	47
Zeros (%)	3.8%
Negative	0
Negative (%)	0.0%
Memory size	11.0 KiB

Quantile statistics

Minimum	0
5-th percentile	120
Q1	2000
median	6000
Q3	16000
95-th percentile	55223
Maximum	256060
Range	256060
Interquartile range (IQR)	14000

Descriptive statistics

Standard deviation	22714.331
Coefficient of variation (CV)	1.6150221
Kurtosis	25.028577
Mean	14064.408
Median Absolute Deviation (MAD)	4900
Skewness	4.0882851
Sum	17355480
Variance	5.1594082 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	47	3.8%
2000	37	3.0%
10000	34	2.8%
5000	33	2.7%
1000	27	2.2%
6000	27	2.2%
4000	22	1.8%
3000	20	1.6%
20000	18	1.5%
8000	18	1.5%
Other values (514)	951	77.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	47	3.8%
20	1	0.1%
40	2	0.2%
60	4	0.3%
80	2	0.2%
100	4	0.3%
120	5	0.4%
180	1	0.1%
200	8	0.6%
220	4	0.3%

Value	Count	Frequency (%)
256060	1	0.1%
219440	1	0.1%
164000	1	0.1%
160000	1	0.1%
155140	1	0.1%
150000	1	0.1%
146800	1	0.1%
138000	1	0.1%
136820	1	0.1%
121900	1	0.1%

사전_농가량
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

0	1234

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	1234	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1234	100.0%

우선_농가량
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	524
Distinct (%)	42.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	14064.408

Minimum	0
Maximum	256060
Zeros	47
Zeros (%)	3.8%
Negative	0
Negative (%)	0.0%
Memory size	11.0 KiB

Quantile statistics

Minimum	0
5-th percentile	120
Q1	2000
median	6000
Q3	16000
95-th percentile	55223
Maximum	256060
Range	256060
Interquartile range (IQR)	14000

Descriptive statistics

Standard deviation	22714.331
Coefficient of variation (CV)	1.6150221
Kurtosis	25.028577
Mean	14064.408
Median Absolute Deviation (MAD)	4900
Skewness	4.0882851
Sum	17355480
Variance	5.1594082 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	47	3.8%
2000	37	3.0%
10000	34	2.8%
5000	33	2.7%
1000	27	2.2%
6000	27	2.2%
4000	22	1.8%
3000	20	1.6%
20000	18	1.5%
8000	18	1.5%
Other values (514)	951	77.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	47	3.8%
20	1	0.1%
40	2	0.2%
60	4	0.3%
80	2	0.2%
100	4	0.3%
120	5	0.4%
180	1	0.1%
200	8	0.6%
220	4	0.3%

Value	Count	Frequency (%)
256060	1	0.1%
219440	1	0.1%
164000	1	0.1%
160000	1	0.1%
155140	1	0.1%
150000	1	0.1%
146800	1	0.1%
138000	1	0.1%
136820	1	0.1%
121900	1	0.1%

소계_농가잔량
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	73
Distinct (%)	5.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	411.56402

Minimum	-1000
Maximum	26600
Zeros	1133
Zeros (%)	91.8%
Negative	1
Negative (%)	0.1%
Memory size	11.0 KiB

Quantile statistics

Minimum	-1000
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1856
Maximum	26600
Range	27600
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2217.489
Coefficient of variation (CV)	5.3879565
Kurtosis	61.689762
Mean	411.56402
Median Absolute Deviation (MAD)	0
Skewness	7.3863774
Sum	507870
Variance	4917257.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1133	91.8%
3000	8	0.6%
2000	5	0.4%
200	4	0.3%
20	3	0.2%
120	3	0.2%
4000	3	0.2%
800	3	0.2%
1400	3	0.2%
6000	2	0.2%
Other values (63)	67	5.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1000	1	0.1%
0	1133	91.8%
10	1	0.1%
20	3	0.2%
40	1	0.1%
80	1	0.1%
100	1	0.1%
120	3	0.2%
200	4	0.3%
280	1	0.1%

Value	Count	Frequency (%)
26600	1	0.1%
23860	1	0.1%
21920	1	0.1%
20880	1	0.1%
19800	1	0.1%
18760	1	0.1%
18240	1	0.1%
17600	1	0.1%
16580	1	0.1%
16000	1	0.1%

사전_농가잔량
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.8 KiB

0	1234

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	1234	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	1234	100.0%

우선_농가잔량
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	73
Distinct (%)	5.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	411.56402

Minimum	-1000
Maximum	26600
Zeros	1133
Zeros (%)	91.8%
Negative	1
Negative (%)	0.1%
Memory size	11.0 KiB

Quantile statistics

Minimum	-1000
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1856
Maximum	26600
Range	27600
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2217.489
Coefficient of variation (CV)	5.3879565
Kurtosis	61.689762
Mean	411.56402
Median Absolute Deviation (MAD)	0
Skewness	7.3863774
Sum	507870
Variance	4917257.6
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1133	91.8%
3000	8	0.6%
2000	5	0.4%
200	4	0.3%
20	3	0.2%
120	3	0.2%
4000	3	0.2%
800	3	0.2%
1400	3	0.2%
6000	2	0.2%
Other values (63)	67	5.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-1000	1	0.1%
0	1133	91.8%
10	1	0.1%
20	3	0.2%
40	1	0.1%
80	1	0.1%
100	1	0.1%
120	3	0.2%
200	4	0.3%
280	1	0.1%

Value	Count	Frequency (%)
26600	1	0.1%
23860	1	0.1%
21920	1	0.1%
20880	1	0.1%
19800	1	0.1%
18760	1	0.1%
18240	1	0.1%
17600	1	0.1%
16580	1	0.1%
16000	1	0.1%

Heatmap
Table

	년산	지원명	사업체종류	시도	시군구	품종명	소계_신청량	우선_신청량	소계_배정량	우선_배정량	소계_농가량	우선_농가량	소계_농가잔량	우선_농가잔량
년산	1.000	0.000	0.230	0.000	0.000	0.363	0.000	0.000	0.000	0.000	0.000	0.000	0.016	0.016
지원명	0.000	1.000	0.592	1.000	1.000	0.925	0.272	0.272	0.315	0.315	0.329	0.329	0.197	0.197
사업체종류	0.230	0.592	1.000	0.657	0.862	0.811	0.206	0.206	0.198	0.198	0.192	0.192	0.000	0.000
시도	0.000	1.000	0.657	1.000	1.000	0.907	0.275	0.275	0.320	0.320	0.329	0.329	0.167	0.167
시군구	0.000	1.000	0.862	1.000	1.000	0.932	0.717	0.717	0.716	0.716	0.698	0.698	0.617	0.617
품종명	0.363	0.925	0.811	0.907	0.932	1.000	0.240	0.240	0.260	0.260	0.284	0.284	0.000	0.000
소계_신청량	0.000	0.272	0.206	0.275	0.717	0.240	1.000	1.000	0.945	0.945	0.946	0.946	0.354	0.354
우선_신청량	0.000	0.272	0.206	0.275	0.717	0.240	1.000	1.000	0.945	0.945	0.946	0.946	0.354	0.354
소계_배정량	0.000	0.315	0.198	0.320	0.716	0.260	0.945	0.945	1.000	1.000	0.999	0.999	0.457	0.457
우선_배정량	0.000	0.315	0.198	0.320	0.716	0.260	0.945	0.945	1.000	1.000	0.999	0.999	0.457	0.457
소계_농가량	0.000	0.329	0.192	0.329	0.698	0.284	0.946	0.946	0.999	0.999	1.000	1.000	0.374	0.374
우선_농가량	0.000	0.329	0.192	0.329	0.698	0.284	0.946	0.946	0.999	0.999	1.000	1.000	0.374	0.374
소계_농가잔량	0.016	0.197	0.000	0.167	0.617	0.000	0.354	0.354	0.457	0.457	0.374	0.374	1.000	1.000
우선_농가잔량	0.016	0.197	0.000	0.167	0.617	0.000	0.354	0.354	0.457	0.457	0.374	0.374	1.000	1.000

Heatmap
Table

	년산	지원명	시도	사업체종류	품종명
년산	1.000	0.000	0.000	0.149	0.178
지원명	0.000	1.000	0.999	0.341	0.611
시도	0.000	0.999	1.000	0.347	0.521
사업체종류	0.149	0.341	0.347	1.000	0.465
품종명	0.178	0.611	0.521	0.465	1.000

Heatmap
Table

	소계_신청량	우선_신청량	소계_배정량	우선_배정량	소계_농가량	우선_농가량	소계_농가잔량	우선_농가잔량	년산	지원명	사업체종류	시도	품종명
소계_신청량	1.000	1.000	0.916	0.916	0.906	0.906	0.134	0.134	0.000	0.090	0.102	0.120	0.082
우선_신청량	1.000	1.000	0.916	0.916	0.906	0.906	0.134	0.134	0.000	0.090	0.102	0.120	0.082
소계_배정량	0.916	0.916	1.000	1.000	0.985	0.985	0.186	0.186	0.000	0.105	0.098	0.141	0.089
우선_배정량	0.916	0.916	1.000	1.000	0.985	0.985	0.186	0.186	0.000	0.105	0.098	0.141	0.089
소계_농가량	0.906	0.906	0.985	0.985	1.000	1.000	0.091	0.091	0.000	0.111	0.095	0.146	0.098
우선_농가량	0.906	0.906	0.985	0.985	1.000	1.000	0.091	0.091	0.000	0.111	0.095	0.146	0.098
소계_농가잔량	0.134	0.134	0.186	0.186	0.091	0.091	1.000	1.000	0.010	0.090	0.000	0.071	0.000
우선_농가잔량	0.134	0.134	0.186	0.186	0.091	0.091	1.000	1.000	0.010	0.090	0.000	0.071	0.000
년산	0.000	0.000	0.000	0.000	0.000	0.000	0.010	0.010	1.000	0.000	0.149	0.000	0.178
지원명	0.090	0.090	0.105	0.105	0.111	0.111	0.090	0.090	0.000	1.000	0.341	0.999	0.611
사업체종류	0.102	0.102	0.098	0.098	0.095	0.095	0.000	0.000	0.149	0.341	1.000	0.347	0.465
시도	0.120	0.120	0.141	0.141	0.146	0.146	0.071	0.071	0.000	0.999	0.347	1.000	0.521
품종명	0.082	0.082	0.089	0.089	0.098	0.098	0.000	0.000	0.178	0.611	0.465	0.521	1.000

Count
Matrix

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.

First rows
Last rows

	년산	지원명	사업체명	사업체종류	시도	시군구	품종명	소계_신청량	우선_신청량	소계_배정량	우선_배정량	소계_농가량	우선_농가량
0	2020	경남지원	고성거제통영농협쌀조합공동사업법인	정부지원RPC	경남	고성군	영호진미(일반)	6000	6000	6000	6000	6000	6000
1	2020	경남지원	고성거제통영농협쌀조합공동사업법인	정부지원RPC	경남	고성군	해담쌀(일반)	2000	2000	2000	2000	2000	2000
2	2020	강원지원	동송농협RPC	정부지원RPC	강원	철원군	오대벼(일반)	200000	200000	116000	116000	116000	116000
3	2021	강원지원	동송농협RPC	정부지원RPC	강원	철원군	오대벼(일반)	200000	200000	146800	146800	146800	146800
4	2022	강원지원	동송농협RPC	정부지원RPC	강원	철원군	오대벼(일반)	220000	220000	138000	138000	138000	138000
5	2021	강원지원	동철원농협	기존 우선공급업체	강원	철원군	오대벼(일반)	71000	71000	52100	52100	52100	52100
6	2022	강원지원	동철원농협	기존 우선공급업체	강원	철원군	오대벼(일반)	65000	65000	41000	41000	41000	41000
7	2020	강원지원	철원농협RPC	정부지원RPC	강원	철원군	오대벼(일반)	100000	100000	58000	58000	58000	58000
8	2020	강원지원	동철원농협	기존 우선공급업체	강원	철원군	오대벼(일반)	71000	71000	41000	41000	41000	41000
9	2021	강원지원	철원농협RPC	정부지원RPC	강원	철원군	오대벼(일반)	90000	90000	66100	66100	66100	66100

	년산	지원명	사업체명	사업체종류	시도	시군구	품종명	소계_신청량	우선_신청량	소계_배정량	우선_배정량	소계_농가량	우선_농가량	소계_농가잔량	우선_농가잔량
1224	2021	경남지원	합천우리밀영농조합법인	맥류우선공급업체	경남	합천군	백강밀(일반)	40000	40000	20000	20000	20000	20000	0	0
1225	2022	경남지원	합천우리밀영농조합법인	맥류우선공급업체	경남	합천군	백강밀(일반)	30000	30000	30000	30000	30000	30000	0	0
1226	2021	충남지원	칠산원예영농조합	들녘경영체	충남	부여군	친들벼(일반)	800	800	800	800	0	0	800	800
1227	2021	충남지원	여울영농조합법인	맥류우선공급업체	충남	부여군	금강밀(일반)	7600	7600	7600	7600	7600	7600	0	0
1228	2022	충남지원	여울영농조합법인	맥류우선공급업체	충남	부여군	금강밀(일반)	5000	5000	5000	5000	5000	5000	0	0
1229	2020	충남지원	꿈에영농조합법인	맥류우선공급업체	충남	부여군	금강밀(일반)	6000	6000	6000	6000	6000	6000	0	0
1230	2021	충남지원	꿈에영농조합법인	맥류우선공급업체	충남	부여군	금강밀(일반)	5000	5000	5000	5000	5000	5000	0	0
1231	2022	전남지원	봉황농업협동조합	들녘경영체	전남	나주시	백옥찰벼(일반)	2240	2240	0	0	0	0	0	0
1232	2022	충남지원	세도청송영농조합법인	들녘경영체	충남	부여군	친들벼(일반)	4000	4000	4000	4000	4000	4000	0	0
1233	2020	충남지원	세도청송영농조합법인	들녘경영체	충남	부여군	친들벼(일반)	1000	1000	1000	1000	1000	1000	0	0

Overview

Variables

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Decimal Number

Close Punctuation

Open Punctuation

Space Separator

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block

Hangul

ASCII

Common Values

Length

Common Values (Plot)

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Most occurring scripts

Most frequent character per script

Hangul

Most occurring blocks

Most frequent character per block

Hangul

Common Values

Length

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Interactions

Correlations

Missing values

Sample