gimi9 Pandas Profiling

Dataset statistics

Number of variables	11
Number of observations	52
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	5.1 KiB
Average record size in memory	99.5 B

Variable types

Numeric	9
Text	1
DateTime	1

Dataset

Description	전라남도 광양시의 농특산물 재배 현황(작물명, 재배면적, 생산량, 조수입, 소득)에 대한 데이터를 무료로 전 국민에게 공유합니다.
Author	전라남도 광양시
URL	https://www.data.go.kr/data/3079787/fileData.do

Alerts

`데이터기준일` has constant value ""	Constant
`2023년 재배면적(헥타르)` is highly overall correlated with `2023년 재배농가수(호)` and 3 other fields	High correlation
`2023년 재배농가수(호)` is highly overall correlated with `2023년 재배면적(헥타르)` and 3 other fields	High correlation
`2023년 조수입(천원_10아르당)` is highly overall correlated with `2023년 소득(천원_10아르당)` and 1 other fields	High correlation
`2023년 조수입 전체(백만원)` is highly overall correlated with `2023년 재배면적(헥타르)` and 3 other fields	High correlation
`2023년 소득(천원_10아르당)` is highly overall correlated with `2023년 조수입(천원_10아르당)` and 1 other fields	High correlation
`2023년 소득 전체(백만원)` is highly overall correlated with `2023년 재배면적(헥타르)` and 3 other fields	High correlation
`2023년 생산량(킬로그램_10아르)` is highly overall correlated with `2023년 조수입(천원_10아르당)` and 1 other fields	High correlation
`2023년 생산량 전체(톤)(고로쇠 단위는 리터)` is highly overall correlated with `2023년 재배면적(헥타르)` and 3 other fields	High correlation
`번호` has unique values	Unique
`작물명` has unique values	Unique
`2023년 조수입(천원_10아르당)` has unique values	Unique
`2023년 생산량(킬로그램_10아르)` has unique values	Unique

Reproduction

Analysis started	2024-04-06 08:06:33.039122
Analysis finished	2024-04-06 08:06:49.921854
Duration	16.88 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

번호
Real number (ℝ)

UNIQUE

Distinct	52
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	26.5

Minimum	1
Maximum	52
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	600.0 B

Quantile statistics

Minimum	1
5-th percentile	3.55
Q1	13.75
median	26.5
Q3	39.25
95-th percentile	49.45
Maximum	52
Range	51
Interquartile range (IQR)	25.5

Descriptive statistics

Standard deviation	15.154757
Coefficient of variation (CV)	0.57187763
Kurtosis	-1.2
Mean	26.5
Median Absolute Deviation (MAD)	13
Skewness	0
Sum	1378
Variance	229.66667
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	1.9%
28	1	1.9%
30	1	1.9%
31	1	1.9%
32	1	1.9%
33	1	1.9%
34	1	1.9%
35	1	1.9%
36	1	1.9%
37	1	1.9%
Other values (42)	42	80.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	1.9%
2	1	1.9%
3	1	1.9%
4	1	1.9%
5	1	1.9%
6	1	1.9%
7	1	1.9%
8	1	1.9%
9	1	1.9%
10	1	1.9%

Value	Count	Frequency (%)
52	1	1.9%
51	1	1.9%
50	1	1.9%
49	1	1.9%
48	1	1.9%
47	1	1.9%
46	1	1.9%
45	1	1.9%
44	1	1.9%
43	1	1.9%

작물명
Text

UNIQUE

Distinct	52
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	548.0 B

Length

Max length	9
Median length	8
Mean length	2.9230769
Min length	1

Characters and Unicode

Total characters	152
Distinct characters	97
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	52 ?
Unique (%)	100.0%

Sample

1st row	쌀(정곡)
2nd row	쌀보리
3rd row	맥주보리
4th row	콩
5th row	팥

Value	Count	Frequency (%)
쌀(정곡	1	1.9%
대파	1	1.9%
천혜향	1	1.9%
생강	1	1.9%
단감	1	1.9%
매실	1	1.9%
떫은감(곶감포함	1	1.9%
배	1	1.9%
참다래	1	1.9%
복숭아	1	1.9%
Other values (43)	43	81.1%

Most occurring characters

Value	Count	Frequency (%)
고	6	3.9%
추	5	3.3%
토	5	3.3%
리	5	3.3%
)	4	2.6%
감	4	2.6%
(	4	2.6%
배	3	2.0%
마	3	2.0%
지	3	2.0%
Other values (87)	110	72.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	143	94.1%
Close Punctuation	4	2.6%
Open Punctuation	4	2.6%
Space Separator	1	0.7%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
고	6	4.2%
추	5	3.5%
토	5	3.5%
리	5	3.5%
감	4	2.8%
배	3	2.1%
마	3	2.1%
지	3	2.1%
수	3	2.1%
향	3	2.1%
Other values (84)	103	72.0%

Close Punctuation

Value	Count	Frequency (%)
)	4	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	4	100.0%

Space Separator

Value	Count	Frequency (%)
	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	143	94.1%
Common	9	5.9%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
고	6	4.2%
추	5	3.5%
토	5	3.5%
리	5	3.5%
감	4	2.8%
배	3	2.1%
마	3	2.1%
지	3	2.1%
수	3	2.1%
향	3	2.1%
Other values (84)	103	72.0%

Common

Value	Count	Frequency (%)
)	4	44.4%
(	4	44.4%
	1	11.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	143	94.1%
ASCII	9	5.9%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
고	6	4.2%
추	5	3.5%
토	5	3.5%
리	5	3.5%
감	4	2.8%
배	3	2.1%
마	3	2.1%
지	3	2.1%
수	3	2.1%
향	3	2.1%
Other values (84)	103	72.0%

ASCII

Value	Count	Frequency (%)
)	4	44.4%
(	4	44.4%
	1	11.1%

2023년 재배면적(헥타르)
Real number (ℝ)

HIGH CORRELATION

Distinct	46
Distinct (%)	88.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	164.84038

Minimum	0.1
Maximum	2063
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	600.0 B

Quantile statistics

Minimum	0.1
5-th percentile	0.255
Q1	1.4
median	8.65
Q3	24.375
95-th percentile	1258.75
Maximum	2063
Range	2062.9
Interquartile range (IQR)	22.975

Descriptive statistics

Standard deviation	438.95463
Coefficient of variation (CV)	2.6629071
Kurtosis	9.5058067
Mean	164.84038
Median Absolute Deviation (MAD)	8.05
Skewness	3.1476535
Sum	8571.7
Variance	192681.17
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=46)

Value	Count	Frequency (%)
1.4	2	3.8%
2.9	2	3.8%
1.2	2	3.8%
1.3	2	3.8%
0.2	2	3.8%
0.4	2	3.8%
1243.0	1	1.9%
1278.0	1	1.9%
472.3	1	1.9%
14.2	1	1.9%
Other values (36)	36	69.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.1	1	1.9%
0.2	2	3.8%
0.3	1	1.9%
0.4	2	3.8%
0.5	1	1.9%
1.1	1	1.9%
1.2	2	3.8%
1.3	2	3.8%
1.4	2	3.8%
1.6	1	1.9%

Value	Count	Frequency (%)
2063.0	1	1.9%
1685.0	1	1.9%
1278.0	1	1.9%
1243.0	1	1.9%
750.0	1	1.9%
472.3	1	1.9%
321.1	1	1.9%
241.4	1	1.9%
96.0	1	1.9%
56.0	1	1.9%

2023년 재배농가수(호)
Real number (ℝ)

HIGH CORRELATION

Distinct	42
Distinct (%)	80.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	266.51923

Minimum	1
Maximum	3468
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	600.0 B

Quantile statistics

Minimum	1
5-th percentile	1
Q1	7.75
median	27.5
Q3	139
95-th percentile	1126.15
Maximum	3468
Range	3467
Interquartile range (IQR)	131.25

Descriptive statistics

Standard deviation	661.36441
Coefficient of variation (CV)	2.4814885
Kurtosis	15.319622
Mean	266.51923
Median Absolute Deviation (MAD)	25
Skewness	3.8106733
Sum	13859
Variance	437402.88
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=42)

Value	Count	Frequency (%)
1	4	7.7%
15	2	3.8%
5	2	3.8%
6	2	3.8%
18	2	3.8%
7	2	3.8%
27	2	3.8%
11	2	3.8%
2973	1	1.9%
3468	1	1.9%
Other values (32)	32	61.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	4	7.7%
2	1	1.9%
3	1	1.9%
4	1	1.9%
5	2	3.8%
6	2	3.8%
7	2	3.8%
8	1	1.9%
9	1	1.9%
11	2	3.8%

Value	Count	Frequency (%)
3468	1	1.9%
2973	1	1.9%
1251	1	1.9%
1024	1	1.9%
1021	1	1.9%
774	1	1.9%
513	1	1.9%
455	1	1.9%
346	1	1.9%
302	1	1.9%

2023년 조수입(천원_10아르당)
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	52
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8168.8077

Minimum	107
Maximum	47119
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	600.0 B

Quantile statistics

Minimum	107
5-th percentile	212.75
Q1	1113.75
median	2273
Q3	12148.75
95-th percentile	33471.45
Maximum	47119
Range	47012
Interquartile range (IQR)	11035

Descriptive statistics

Standard deviation	10853.428
Coefficient of variation (CV)	1.3286428
Kurtosis	3.3103106
Mean	8168.8077
Median Absolute Deviation (MAD)	2017.5
Skewness	1.8815575
Sum	424778
Variance	1.1779689 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
873	1	1.9%
1790	1	1.9%
3337	1	1.9%
1190	1	1.9%
882	1	1.9%
3015	1	1.9%
7712	1	1.9%
7485	1	1.9%
1174	1	1.9%
8811	1	1.9%
Other values (42)	42	80.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
107	1	1.9%
166	1	1.9%
188	1	1.9%
233	1	1.9%
278	1	1.9%
444	1	1.9%
529	1	1.9%
660	1	1.9%
672	1	1.9%
737	1	1.9%

Value	Count	Frequency (%)
47119	1	1.9%
36221	1	1.9%
36079	1	1.9%
31338	1	1.9%
27195	1	1.9%
22857	1	1.9%
17100	1	1.9%
16783	1	1.9%
16591	1	1.9%
14281	1	1.9%

2023년 조수입 전체(백만원)
Real number (ℝ)

HIGH CORRELATION

Distinct	50
Distinct (%)	96.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1961.2308

Minimum	3
Maximum	16166
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	600.0 B

Quantile statistics

Minimum	3
5-th percentile	6.65
Q1	40.25
median	381
Q3	1858.25
95-th percentile	10776.1
Maximum	16166
Range	16163
Interquartile range (IQR)	1818

Descriptive statistics

Standard deviation	3746.8249
Coefficient of variation (CV)	1.9104457
Kurtosis	6.5569453
Mean	1961.2308
Median Absolute Deviation (MAD)	370
Skewness	2.6458252
Sum	101984
Variance	14038697
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
16	2	3.8%
5	2	3.8%
10852	1	1.9%
13	1	1.9%
10714	1	1.9%
15207	1	1.9%
4167	1	1.9%
428	1	1.9%
1828	1	1.9%
105	1	1.9%
Other values (40)	40	76.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3	1	1.9%
5	2	3.8%
8	1	1.9%
9	1	1.9%
13	1	1.9%
15	1	1.9%
16	2	3.8%
22	1	1.9%
28	1	1.9%
32	1	1.9%

Value	Count	Frequency (%)
16166	1	1.9%
15207	1	1.9%
10852	1	1.9%
10714	1	1.9%
9291	1	1.9%
5525	1	1.9%
4167	1	1.9%
3510	1	1.9%
2881	1	1.9%
2790	1	1.9%

2023년 소득(천원_10아르당)
Real number (ℝ)

HIGH CORRELATION

Distinct	51
Distinct (%)	98.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3967.6442

Minimum	52.7
Maximum	33057
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	600.0 B

Quantile statistics

Minimum	52.7
5-th percentile	87.75
Q1	660.725
median	1324.5
Q3	6017.25
95-th percentile	14839.1
Maximum	33057
Range	33004.3
Interquartile range (IQR)	5356.525

Descriptive statistics

Standard deviation	5777.6919
Coefficient of variation (CV)	1.4562021
Kurtosis	12.325716
Mean	3967.6442
Median Absolute Deviation (MAD)	1147.8
Skewness	3.0733854
Sum	206317.5
Variance	33381724
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
968.0	2	3.8%
478.0	1	1.9%
5975.0	1	1.9%
837.0	1	1.9%
562.0	1	1.9%
1526.0	1	1.9%
4149.0	1	1.9%
4252.0	1	1.9%
672.0	1	1.9%
4097.0	1	1.9%
Other values (41)	41	78.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
52.7	1	1.9%
82.0	1	1.9%
85.0	1	1.9%
90.0	1	1.9%
147.4	1	1.9%
206.0	1	1.9%
275.2	1	1.9%
470.7	1	1.9%
478.0	1	1.9%
541.4	1	1.9%

Value	Count	Frequency (%)
33057.0	1	1.9%
17204.0	1	1.9%
16191.0	1	1.9%
13733.0	1	1.9%
9485.0	1	1.9%
7985.0	1	1.9%
7632.0	1	1.9%
7504.0	1	1.9%
7216.0	1	1.9%
7114.8	1	1.9%

2023년 소득 전체(백만원)
Real number (ℝ)

HIGH CORRELATION

Distinct	51
Distinct (%)	98.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1103.0385

Minimum	1
Maximum	10691
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	600.0 B

Quantile statistics

Minimum	1
5-th percentile	3
Q1	17.75
median	199.5
Q3	920
95-th percentile	6336.05
Maximum	10691
Range	10690
Interquartile range (IQR)	902.25

Descriptive statistics

Standard deviation	2184.6039
Coefficient of variation (CV)	1.9805329
Kurtosis	7.9177173
Mean	1103.0385
Median Absolute Deviation (MAD)	192
Skewness	2.7768981
Sum	57358
Variance	4772494.4
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3	2	3.8%
5936	1	1.9%
18	1	1.9%
6825	1	1.9%
10691	1	1.9%
2654	1	1.9%
217	1	1.9%
983	1	1.9%
60	1	1.9%
16	1	1.9%
Other values (41)	41	78.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	1.9%
2	1	1.9%
3	2	3.8%
4	1	1.9%
6	1	1.9%
7	1	1.9%
8	1	1.9%
10	1	1.9%
13	1	1.9%
15	1	1.9%

Value	Count	Frequency (%)
10691	1	1.9%
6838	1	1.9%
6825	1	1.9%
5936	1	1.9%
4702	1	1.9%
4274	1	1.9%
2654	1	1.9%
2483	1	1.9%
1486	1	1.9%
1087	1	1.9%

2023년 생산량(킬로그램_10아르)
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	52
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2197.1519

Minimum	30
Maximum	11264
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	600.0 B

Quantile statistics

Minimum	30
5-th percentile	84.415
Q1	266.25
median	876
Q3	2636.75
95-th percentile	9434.1
Maximum	11264
Range	11234
Interquartile range (IQR)	2370.5

Descriptive statistics

Standard deviation	2982.9345
Coefficient of variation (CV)	1.3576369
Kurtosis	2.5967114
Mean	2197.1519
Median Absolute Deviation (MAD)	717
Skewness	1.8482656
Sum	114251.9
Variance	8897898.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
407.0	1	1.9%
85.0	1	1.9%
1483.0	1	1.9%
446.0	1	1.9%
614.0	1	1.9%
872.0	1	1.9%
1607.0	1	1.9%
1786.0	1	1.9%
480.0	1	1.9%
1250.0	1	1.9%
Other values (42)	42	80.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
30.0	1	1.9%
55.2	1	1.9%
83.7	1	1.9%
85.0	1	1.9%
100.0	1	1.9%
130.0	1	1.9%
140.0	1	1.9%
154.0	1	1.9%
164.0	1	1.9%
177.0	1	1.9%

Value	Count	Frequency (%)
11264.0	1	1.9%
11209.0	1	1.9%
9598.0	1	1.9%
9300.0	1	1.9%
7100.0	1	1.9%
6667.0	1	1.9%
6508.0	1	1.9%
5667.0	1	1.9%
4400.0	1	1.9%
4014.0	1	1.9%

2023년 생산량 전체(톤)(고로쇠 단위는 리터)
Real number (ℝ)

HIGH CORRELATION

Distinct	49
Distinct (%)	94.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	18863.696

Minimum	0.4
Maximum	930120
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	600.0 B

Quantile statistics

Minimum	0.4
5-th percentile	1.755
Q1	15
median	53.9
Q3	870.75
95-th percentile	5429.355
Maximum	930120
Range	930119.6
Interquartile range (IQR)	855.75

Descriptive statistics

Standard deviation	128871
Coefficient of variation (CV)	6.831694
Kurtosis	51.957784
Mean	18863.696
Median Absolute Deviation (MAD)	52.55
Skewness	7.2068288
Sum	980912.2
Variance	1.6607735 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=49)

Value	Count	Frequency (%)
200.2	2	3.8%
1.8	2	3.8%
5.5	2	3.8%
162.0	1	1.9%
930120.0	1	1.9%
28.1	1	1.9%
4761.9	1	1.9%
5699.9	1	1.9%
2899.9	1	1.9%
123.8	1	1.9%
Other values (39)	39	75.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.4	1	1.9%
1.0	1	1.9%
1.7	1	1.9%
1.8	2	3.8%
1.9	1	1.9%
2.1	1	1.9%
5.0	1	1.9%
5.5	2	3.8%
7.9	1	1.9%
10.1	1	1.9%

Value	Count	Frequency (%)
930120.0	1	1.9%
15710.3	1	1.9%
5699.9	1	1.9%
5208.0	1	1.9%
5064.0	1	1.9%
4761.9	1	1.9%
2899.9	1	1.9%
1727.0	1	1.9%
1498.0	1	1.9%
1359.0	1	1.9%

데이터기준일
Date

CONSTANT

Distinct	1
Distinct (%)	1.9%
Missing	0
Missing (%)	0.0%
Memory size	548.0 B

Minimum	2024-01-12 00:00:00
Maximum	2024-01-12 00:00:00

Histogram

Histogram with fixed size bins (bins=1)

Phik (φk)
Auto

Heatmap
Table

	번호	작물명	2023년 재배면적(헥타르)	2023년 재배농가수(호)	2023년 조수입(천원_10아르당)	2023년 조수입 전체(백만원)	2023년 소득(천원_10아르당)	2023년 소득 전체(백만원)	2023년 생산량(킬로그램_10아르)	2023년 생산량 전체(톤)(고로쇠 단위는 리터)
번호	1.000	1.000	0.000	0.000	0.390	0.200	0.396	0.000	0.601	0.000
작물명	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000	1.000
2023년 재배면적(헥타르)	0.000	1.000	1.000	0.852	0.000	0.940	0.000	0.938	0.000	1.000
2023년 재배농가수(호)	0.000	1.000	0.852	1.000	0.000	0.713	0.000	0.889	0.000	0.000
2023년 조수입(천원_10아르당)	0.390	1.000	0.000	0.000	1.000	0.000	0.969	0.000	0.694	0.000
2023년 조수입 전체(백만원)	0.200	1.000	0.940	0.713	0.000	1.000	0.000	0.919	0.471	0.186
2023년 소득(천원_10아르당)	0.396	1.000	0.000	0.000	0.969	0.000	1.000	0.000	0.668	0.000
2023년 소득 전체(백만원)	0.000	1.000	0.938	0.889	0.000	0.919	0.000	1.000	0.000	0.821
2023년 생산량(킬로그램_10아르)	0.601	1.000	0.000	0.000	0.694	0.471	0.668	0.000	1.000	0.000
2023년 생산량 전체(톤)(고로쇠 단위는 리터)	0.000	1.000	1.000	0.000	0.000	0.186	0.000	0.821	0.000	1.000

Heatmap
Table

	번호	2023년 재배면적(헥타르)	2023년 재배농가수(호)	2023년 조수입(천원_10아르당)	2023년 조수입 전체(백만원)	2023년 소득(천원_10아르당)	2023년 소득 전체(백만원)	2023년 생산량(킬로그램_10아르)	2023년 생산량 전체(톤)(고로쇠 단위는 리터)
번호	1.000	0.050	-0.220	-0.120	0.004	-0.063	0.047	-0.331	-0.142
2023년 재배면적(헥타르)	0.050	1.000	0.831	-0.325	0.790	-0.304	0.806	-0.184	0.822
2023년 재배농가수(호)	-0.220	0.831	1.000	-0.322	0.632	-0.302	0.648	-0.178	0.721
2023년 조수입(천원_10아르당)	-0.120	-0.325	-0.322	1.000	0.249	0.980	0.211	0.830	0.104
2023년 조수입 전체(백만원)	0.004	0.790	0.632	0.249	1.000	0.261	0.990	0.300	0.924
2023년 소득(천원_10아르당)	-0.063	-0.304	-0.302	0.980	0.261	1.000	0.240	0.788	0.109
2023년 소득 전체(백만원)	0.047	0.806	0.648	0.211	0.990	0.240	1.000	0.249	0.916
2023년 생산량(킬로그램_10아르)	-0.331	-0.184	-0.178	0.830	0.300	0.788	0.249	1.000	0.334
2023년 생산량 전체(톤)(고로쇠 단위는 리터)	-0.142	0.822	0.721	0.104	0.924	0.109	0.916	0.334	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

	번호	작물명	2023년 재배면적(헥타르)	2023년 재배농가수(호)	2023년 조수입(천원_10아르당)	2023년 조수입 전체(백만원)	2023년 소득(천원_10아르당)	2023년 소득 전체(백만원)	2023년 생산량(킬로그램_10아르)	2023년 생산량 전체(톤)(고로쇠 단위는 리터)	데이터기준일
0	1	쌀(정곡)	1243.0	2973	873	10852	478.0	5936	407.0	5064.0	2024-01-12
1	2	쌀보리	9.5	28	233	22	82.0	8	249.0	23.7	2024-01-12
2	3	맥주보리	2.9	5	278	8	90.0	3	272.0	7.9	2024-01-12
3	4	콩	25.5	513	933	238	573.0	146	177.0	45.1	2024-01-12
4	5	팥	1.3	54	1196	16	1123.0	15	164.0	2.1	2024-01-12
5	6	녹두	0.2	18	1564	3	684.0	1	191.0	0.4	2024-01-12
6	7	가을감자	4.4	44	2228	98	1103.0	49	1248.0	54.9	2024-01-12
7	8	고구마	16.6	455	2105	349	968.0	161	1352.0	224.4	2024-01-12
8	9	옥수수	8.2	302	188	15	85.0	7	432.0	35.4	2024-01-12
9	10	수박	96.0	135	3001	2881	1548.0	1486	1560.0	1498.0	2024-01-12

	번호	작물명	2023년 재배면적(헥타르)	2023년 재배농가수(호)	2023년 조수입(천원_10아르당)	2023년 조수입 전체(백만원)	2023년 소득(천원_10아르당)	2023년 소득 전체(백만원)	2023년 생산량(킬로그램_10아르)	2023년 생산량 전체(톤)(고로쇠 단위는 리터)	데이터기준일
42	43	사과	1.2	1	444	5	206.0	2	140.0	1.7	2024-01-12
43	44	고사리	750.0	774	737	5525	626.9	4702	130.0	975.0	2024-01-12
44	45	두릅	11.0	27	9110	1002	7114.8	783	481.0	52.9	2024-01-12
45	46	도라지	6.0	7	529	32	275.2	17	30.0	1.8	2024-01-12
46	47	표고	21.0	12	672	141	470.7	99	205.0	43.1	2024-01-12
47	48	복분자	7.8	22	1681	131	963.0	75	154.0	12.0	2024-01-12
48	49	밤	2063.0	1251	107	2208	52.7	1087	83.7	1727.0	2024-01-12
49	50	고로쇠	1685.0	346	166	2790	147.4	2483	55.2	930120.0	2024-01-12
50	51	돌배	24.0	60	1376	330	1058.4	254	675.0	162.0	2024-01-12
51	52	토종다래	20.0	11	660	132	541.4	108	100.0	20.0	2024-01-12

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Close Punctuation

Open Punctuation

Space Separator

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