gimi9 Pandas Profiling

Dataset statistics

Number of variables	19
Number of observations	486
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	79.9 KiB
Average record size in memory	168.3 B

Variable types

Numeric	14
Categorical	3
Text	2

Dataset

Description	법인체의 경종농가에 대한 분뇨 살포 현황
Author	농림축산식품부
URL	https://data.mafra.go.kr/opendata/data/indexOpenDataDetail.do?data_id=20220215000000001901

Alerts

`ADMINIST_ATPT_CD` is highly overall correlated with `ADMINIST_SIGNGU_CD` and 2 other fields	High correlation
`ADMINIST_SIGNGU_CD` is highly overall correlated with `ADMINIST_ATPT_CD` and 2 other fields	High correlation
`ADMINIST_EMD_CD` is highly overall correlated with `ADMINIST_ATPT_CD` and 2 other fields	High correlation
`CPR_CO` is highly overall correlated with `LVSTCK_SOIL_TKAWY_TON_DE` and 3 other fields	High correlation
`LVSTCK_SOIL_TKAWY_TON_DE` is highly overall correlated with `CPR_CO` and 2 other fields	High correlation
`LVSTCK_SOIL_TKAWY_VOLM` is highly overall correlated with `CPR_CO` and 2 other fields	High correlation
`CAP_SM` is highly overall correlated with `CAP_TURCOMP` and 3 other fields	High correlation
`CAP_TURCOMP` is highly overall correlated with `CAP_SM` and 2 other fields	High correlation
`CAP_LIQMACOMP` is highly overall correlated with `CAP_SM` and 3 other fields	High correlation
`LIFER_TKAWY_SOIL_TON_DE` is highly overall correlated with `LIFER_TKAWY_VOLM_TON`	High correlation
`LIFER_TKAWY_VOLM_TON` is highly overall correlated with `LIFER_TKAWY_SOIL_TON_DE`	High correlation
`LIFER_SPRAY_AR` is highly overall correlated with `CPR_CO` and 1 other fields	High correlation
`LIFER_SPRAY_QY` is highly overall correlated with `CPR_CO` and 3 other fields	High correlation
`ADMINIST_ATPT_NM` is highly overall correlated with `ADMINIST_ATPT_CD` and 2 other fields	High correlation
`CAP_PRFCTN` is highly overall correlated with `CAP_SM` and 3 other fields	High correlation
`CAP_ETC` is highly overall correlated with `CAP_SM` and 2 other fields	High correlation
`CAP_PRFCTN` is highly imbalanced (92.2%)	Imbalance
`CAP_ETC` is highly imbalanced (91.5%)	Imbalance
`LVSTCK_SOIL_TKAWY_TON_DE` is highly skewed (γ1 = 20.7838975)	Skewed
`LVSTCK_SOIL_TKAWY_VOLM` is highly skewed (γ1 = 20.78389381)	Skewed
`LIFER_TKAWY_SOIL_TON_DE` is highly skewed (γ1 = 21.93093328)	Skewed
`LIFER_TKAWY_VOLM_TON` is highly skewed (γ1 = 21.93091861)	Skewed
`LVSTCK_SOIL_TKAWY_TON_DE` has 30 (6.2%) zeros	Zeros
`CAP_SM` has 429 (88.3%) zeros	Zeros
`CAP_TURCOMP` has 463 (95.3%) zeros	Zeros
`CAP_LIQMACOMP` has 434 (89.3%) zeros	Zeros
`LIFER_TKAWY_SOIL_TON_DE` has 228 (46.9%) zeros	Zeros
`LIFER_TKAWY_VOLM_TON` has 200 (41.2%) zeros	Zeros
`LIFER_SPRAY_AR` has 10 (2.1%) zeros	Zeros
`LIFER_SPRAY_QY` has 14 (2.9%) zeros	Zeros

Reproduction

Analysis started	2023-12-11 03:34:51.929380
Analysis finished	2023-12-11 03:35:20.084379
Duration	28.15 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

EXAMIN_YEAR
Real number (ℝ)

Distinct	15
Distinct (%)	3.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1992.6955

Minimum	14
Maximum	2016
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.4 KiB

Quantile statistics

Minimum	14
5-th percentile	2012
Q1	2013
median	2014
Q3	2015
95-th percentile	2016
Maximum	2016
Range	2002
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	174.54919
Coefficient of variation (CV)	0.087594514
Kurtosis	103.76922
Mean	1992.6955
Median Absolute Deviation (MAD)	1
Skewness	-9.822052
Sum	968450
Variance	30467.42
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
2014	153	31.5%
2015	145	29.8%
2013	109	22.4%
2016	46	9.5%
2012	15	3.1%
2011	5	1.0%
2010	3	0.6%
15	2	0.4%
1413	2	0.4%
14	1	0.2%
Other values (5)	5	1.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
14	1	0.2%
15	2	0.4%
1014	1	0.2%
1275	1	0.2%
1413	2	0.4%
1514	1	0.2%
1515	1	0.2%
1527	1	0.2%
2010	3	0.6%
2011	5	1.0%

Value	Count	Frequency (%)
2016	46	9.5%
2015	145	29.8%
2014	153	31.5%
2013	109	22.4%
2012	15	3.1%
2011	5	1.0%
2010	3	0.6%
1527	1	0.2%
1515	1	0.2%
1514	1	0.2%

ADMINIST_ATPT_CD
Real number (ℝ)

HIGH CORRELATION

Distinct	11
Distinct (%)	2.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6449917.7

Minimum	5690000
Maximum	6500000
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.4 KiB

Quantile statistics

Minimum	5690000
5-th percentile	6410000
Q1	6440000
median	6460000
Q3	6470000
95-th percentile	6500000
Maximum	6500000
Range	810000
Interquartile range (IQR)	30000

Descriptive statistics

Standard deviation	65575.906
Coefficient of variation (CV)	0.010166937
Kurtosis	110.05865
Mean	6449917.7
Median Absolute Deviation (MAD)	20000
Skewness	-9.679405
Sum	3.13466 × 10⁹
Variance	4.3001994 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
6480000	78	16.0%
6460000	77	15.8%
6450000	74	15.2%
6440000	59	12.1%
6470000	59	12.1%
6410000	46	9.5%
6500000	39	8.0%
6420000	31	6.4%
6430000	18	3.7%
5690000	3	0.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
5690000	3	0.6%
6310000	2	0.4%
6410000	46	9.5%
6420000	31	6.4%
6430000	18	3.7%
6440000	59	12.1%
6450000	74	15.2%
6460000	77	15.8%
6470000	59	12.1%
6480000	78	16.0%

Value	Count	Frequency (%)
6500000	39	8.0%
6480000	78	16.0%
6470000	59	12.1%
6460000	77	15.8%
6450000	74	15.2%
6440000	59	12.1%
6430000	18	3.7%
6420000	31	6.4%
6410000	46	9.5%
6310000	2	0.4%

ADMINIST_ATPT_NM
Categorical

HIGH CORRELATION

Distinct	11
Distinct (%)	2.3%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

경상남도	78
전라남도	77
전라북도	74
충청남도	59
경상북도	59
Other values (6)	139

Length

Max length	7
Median length	4
Mean length	4.1049383
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	제주특별자치도
2nd row	세종특별자치시
3rd row	울산광역시
4th row	경기도
5th row	경기도

Common Values

Value	Count	Frequency (%)
경상남도	78	16.0%
전라남도	77	15.8%
전라북도	74	15.2%
충청남도	59	12.1%
경상북도	59	12.1%
경기도	46	9.5%
제주특별자치도	39	8.0%
강원도	31	6.4%
충청북도	18	3.7%
세종특별자치시	3	0.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
경상남도	78	16.0%
전라남도	77	15.8%
전라북도	74	15.2%
충청남도	59	12.1%
경상북도	59	12.1%
경기도	46	9.5%
제주특별자치도	39	8.0%
강원도	31	6.4%
충청북도	18	3.7%
세종특별자치시	3	0.6%

ADMINIST_SIGNGU_CD
Real number (ℝ)

HIGH CORRELATION

Distinct	93
Distinct (%)	19.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5053923.9

Minimum	3730000
Maximum	9999010
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.4 KiB

Quantile statistics

Minimum	3730000
5-th percentile	4152500
Q1	4610000
median	4910000
Q3	5390000
95-th percentile	6510000
Maximum	9999010
Range	6269010
Interquartile range (IQR)	780000

Descriptive statistics

Standard deviation	724445.07
Coefficient of variation (CV)	0.14334309
Kurtosis	12.338052
Mean	5053923.9
Median Absolute Deviation (MAD)	370000
Skewness	2.385284
Sum	2.456207 × 10⁹
Variance	5.2482065 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4690000	22	4.5%
6520000	21	4.3%
6510000	18	3.7%
5480000	12	2.5%
5600000	12	2.5%
4300000	11	2.3%
4680000	11	2.3%
4500000	11	2.3%
5420000	10	2.1%
4700000	9	1.9%
Other values (83)	349	71.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3730000	2	0.4%
3940000	4	0.8%
4050000	3	0.6%
4060000	4	0.8%
4070000	4	0.8%
4080000	2	0.4%
4090000	2	0.4%
4140000	4	0.8%
4190000	3	0.6%
4200000	8	1.6%

Value	Count	Frequency (%)
9999010	3	0.6%
6520000	21	4.3%
6510000	18	3.7%
5710000	1	0.2%
5700000	4	0.8%
5680000	8	1.6%
5670000	4	0.8%
5600000	12	2.5%
5590000	3	0.6%
5530000	4	0.8%

ADMINIST_SIGNGU_NM
Text

Distinct	93
Distinct (%)	19.1%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

Length

Max length	4
Median length	3
Mean length	3.0432099
Min length	3

Characters and Unicode

Total characters	1479
Distinct characters	81
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 (%)	1.2%

Sample

1st row	서귀포시
2nd row	세종시
3rd row	울주군
4th row	고양시
5th row	용인시

Value	Count	Frequency (%)
정읍시	22	4.5%
서귀포시	21	4.3%
제주시	18	3.7%
포천시	12	2.5%
합천군	12	2.5%
익산시	11	2.3%
공주시	11	2.3%
철원군	11	2.3%
고성군	10	2.1%
김해시	9	1.9%
Other values (83)	349	71.8%

Most occurring characters

Value	Count	Frequency (%)
시	262	17.7%
군	231	15.6%
주	75	5.1%
천	68	4.6%
성	52	3.5%
산	41	2.8%
포	38	2.6%
양	37	2.5%
고	29	2.0%
제	29	2.0%
Other values (71)	617	41.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	1479	100.0%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
시	262	17.7%
군	231	15.6%
주	75	5.1%
천	68	4.6%
성	52	3.5%
산	41	2.8%
포	38	2.6%
양	37	2.5%
고	29	2.0%
제	29	2.0%
Other values (71)	617	41.7%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	1479	100.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
시	262	17.7%
군	231	15.6%
주	75	5.1%
천	68	4.6%
성	52	3.5%
산	41	2.8%
포	38	2.6%
양	37	2.5%
고	29	2.0%
제	29	2.0%
Other values (71)	617	41.7%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	1479	100.0%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
시	262	17.7%
군	231	15.6%
주	75	5.1%
천	68	4.6%
성	52	3.5%
산	41	2.8%
포	38	2.6%
양	37	2.5%
고	29	2.0%
제	29	2.0%
Other values (71)	617	41.7%

ADMINIST_EMD_CD
Real number (ℝ)

HIGH CORRELATION

Distinct	164
Distinct (%)	33.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5037259.6

Minimum	3730020
Maximum	6520043
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.4 KiB

Quantile statistics

Minimum	3730020
5-th percentile	4192559.2
Q1	4670055
median	4930033
Q3	5400025
95-th percentile	6510040
Maximum	6520043
Range	2790023
Interquartile range (IQR)	729970

Descriptive statistics

Standard deviation	609432.41
Coefficient of variation (CV)	0.12098491
Kurtosis	0.54440454
Mean	5037259.6
Median Absolute Deviation (MAD)	380029
Skewness	0.81240779
Sum	2.4481081 × 10⁹
Variance	3.7140786 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4500234	6	1.2%
5350051	6	1.2%
6520043	5	1.0%
5600015	5	1.0%
4540045	5	1.0%
5480043	5	1.0%
5070050	5	1.0%
6510037	5	1.0%
6520029	5	1.0%
4300022	5	1.0%
Other values (154)	434	89.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3730020	2	0.4%
3950019	4	0.8%
4060050	4	0.8%
4070038	2	0.4%
4070041	2	0.4%
4080036	2	0.4%
4090146	2	0.4%
4140030	4	0.8%
4190062	3	0.6%
4200051	3	0.6%

Value	Count	Frequency (%)
6520043	5	1.0%
6520032	4	0.8%
6520031	4	0.8%
6520029	5	1.0%
6520028	3	0.6%
6510041	2	0.4%
6510040	3	0.6%
6510039	4	0.8%
6510038	4	0.8%
6510037	5	1.0%

ADMINIST_EMD_NM
Text

Distinct	164
Distinct (%)	33.7%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

Length

Max length	5
Median length	3
Mean length	3.0390947
Min length	2

Characters and Unicode

Total characters	1477
Distinct characters	143
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	19 ?
Unique (%)	3.9%

Sample

1st row	중문동
2nd row	연서면
3rd row	언양읍
4th row	성사1동
5th row	원삼면

Value	Count	Frequency (%)
월송동	6	1.2%
한림면	6	1.2%
중문동	5	1.0%
영중면	5	1.0%
광석면	5	1.0%
남원읍	5	1.0%
남후면	5	1.0%
한림읍	5	1.0%
율곡면	5	1.0%
철원읍	5	1.0%
Other values (154)	434	89.3%

Most occurring characters

Value	Count	Frequency (%)
면	231	15.6%
읍	170	11.5%
동	113	7.7%
산	38	2.6%
성	36	2.4%
천	30	2.0%
남	22	1.5%
안	21	1.4%
진	20	1.4%
창	20	1.4%
Other values (133)	776	52.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	1463	99.1%
Decimal Number	14	0.9%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
면	231	15.8%
읍	170	11.6%
동	113	7.7%
산	38	2.6%
성	36	2.5%
천	30	2.1%
남	22	1.5%
안	21	1.4%
진	20	1.4%
창	20	1.4%
Other values (131)	762	52.1%

Decimal Number

Value	Count	Frequency (%)
1	11	78.6%
2	3	21.4%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	1463	99.1%
Common	14	0.9%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
면	231	15.8%
읍	170	11.6%
동	113	7.7%
산	38	2.6%
성	36	2.5%
천	30	2.1%
남	22	1.5%
안	21	1.4%
진	20	1.4%
창	20	1.4%
Other values (131)	762	52.1%

Common

Value	Count	Frequency (%)
1	11	78.6%
2	3	21.4%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	1463	99.1%
ASCII	14	0.9%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
면	231	15.8%
읍	170	11.6%
동	113	7.7%
산	38	2.6%
성	36	2.5%
천	30	2.1%
남	22	1.5%
안	21	1.4%
진	20	1.4%
창	20	1.4%
Other values (131)	762	52.1%

ASCII

Value	Count	Frequency (%)
1	11	78.6%
2	3	21.4%

CPR_CO
Real number (ℝ)

HIGH CORRELATION

Distinct	21
Distinct (%)	4.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.1440329

Minimum	1
Maximum	33
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.4 KiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	3
median	4
Q3	6
95-th percentile	13
Maximum	33
Range	32
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	4.0992626
Coefficient of variation (CV)	0.79689665
Kurtosis	13.38553
Mean	5.1440329
Median Absolute Deviation (MAD)	1
Skewness	3.0997101
Sum	2500
Variance	16.803954
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
4	129	26.5%
3	104	21.4%
2	64	13.2%
6	41	8.4%
5	31	6.4%
8	30	6.2%
7	18	3.7%
1	16	3.3%
10	12	2.5%
12	8	1.6%
Other values (11)	33	6.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	16	3.3%
2	64	13.2%
3	104	21.4%
4	129	26.5%
5	31	6.4%
6	41	8.4%
7	18	3.7%
8	30	6.2%
9	7	1.4%
10	12	2.5%

Value	Count	Frequency (%)
33	2	0.4%
27	1	0.2%
26	1	0.2%
24	2	0.4%
20	1	0.2%
18	4	0.8%
16	7	1.4%
15	1	0.2%
14	5	1.0%
13	2	0.4%

LVSTCK_SOIL_TKAWY_TON_DE
Real number (ℝ)

HIGH CORRELATION SKEWED ZEROS

Distinct	352
Distinct (%)	72.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1465.4136

Minimum	0
Maximum	298742
Zeros	30
Zeros (%)	6.2%
Negative	0
Negative (%)	0.0%
Memory size	4.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	60
median	225.5
Q3	692.25
95-th percentile	2282.75
Maximum	298742
Range	298742
Interquartile range (IQR)	632.25

Descriptive statistics

Standard deviation	13795.127
Coefficient of variation (CV)	9.4138117
Kurtosis	447.29444
Mean	1465.4136
Median Absolute Deviation (MAD)	211
Skewness	20.783897
Sum	712191
Variance	1.9030554 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	30	6.2%
1	9	1.9%
18	6	1.2%
3	6	1.2%
70	4	0.8%
13	4	0.8%
9	4	0.8%
64	4	0.8%
246	4	0.8%
157	3	0.6%
Other values (342)	412	84.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	30	6.2%
1	9	1.9%
2	2	0.4%
3	6	1.2%
4	3	0.6%
5	2	0.4%
6	2	0.4%
7	1	0.2%
8	2	0.4%
9	4	0.8%

Value	Count	Frequency (%)
298742	1	0.2%
39420	1	0.2%
20471	1	0.2%
20201	1	0.2%
19985	1	0.2%
18552	1	0.2%
15608	1	0.2%
8666	1	0.2%
8350	1	0.2%
7699	1	0.2%

LVSTCK_SOIL_TKAWY_VOLM
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	477
Distinct (%)	98.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	221349.91

Minimum	0
Maximum	45110144
Zeros	3
Zeros (%)	0.6%
Negative	0
Negative (%)	0.0%
Memory size	4.4 KiB

Quantile statistics

Minimum	0
5-th percentile	85.92
Q1	9072.86
median	34155.33
Q3	104580
95-th percentile	344733.3
Maximum	45110144
Range	45110144
Interquartile range (IQR)	95507.14

Descriptive statistics

Standard deviation	2083065.8
Coefficient of variation (CV)	9.4107367
Kurtosis	447.29433
Mean	221349.91
Median Absolute Deviation (MAD)	31886.33
Skewness	20.783894
Sum	1.0757606 × 10⁸
Variance	4.3391629 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
84.0	3	0.6%
0.0	3	0.6%
17100.0	2	0.4%
48.0	2	0.4%
2400.0	2	0.4%
480.0	2	0.4%
108000.0	2	0.4%
523176.0	1	0.2%
62306.4	1	0.2%
19560.0	1	0.2%
Other values (467)	467	96.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	3	0.6%
10.0	1	0.2%
16.0	1	0.2%
19.35	1	0.2%
20.0	1	0.2%
30.0	1	0.2%
30.54	1	0.2%
30.66	1	0.2%
36.74	1	0.2%
40.4	1	0.2%

Value	Count	Frequency (%)
45110144.0	1	0.2%
5952512.0	1	0.2%
3091200.0	1	0.2%
3050400.0	1	0.2%
3017800.0	1	0.2%
2801444.42	1	0.2%
2356880.7	1	0.2%
1308582.0	1	0.2%
1260992.0	1	0.2%
1162550.24	1	0.2%

CAP_SM
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	19
Distinct (%)	3.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	350846.45

Minimum	-82496.24
Maximum	15216166
Zeros	429
Zeros (%)	88.3%
Negative	6
Negative (%)	1.2%
Memory size	4.4 KiB

Quantile statistics

Minimum	-82496.24
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	958321.38
Maximum	15216166
Range	15298662
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2001090.1
Coefficient of variation (CV)	5.7036064
Kurtosis	43.367926
Mean	350846.45
Median Absolute Deviation (MAD)	0
Skewness	6.5737595
Sum	1.7051137 × 10⁸
Variance	4.0043615 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
0.0	429	88.3%
71961.0	5	1.0%
2055234.36	4	0.8%
-82496.24	4	0.8%
15216166.14	4	0.8%
1195957.6	4	0.8%
14225905.36	4	0.8%
81739.0	4	0.8%
2912680.0	3	0.6%
1476452.0	3	0.6%
Other values (9)	22	4.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-82496.24	4	0.8%
-70242.0	2	0.4%
0.0	429	88.3%
386.0	3	0.6%
1178.0	1	0.2%
18054.36	2	0.4%
18827.5	3	0.6%
27881.6	3	0.6%
71961.0	5	1.0%
81739.0	4	0.8%

Value	Count	Frequency (%)
15216166.14	4	0.8%
14225905.36	4	0.8%
8394258.0	3	0.6%
2912680.0	3	0.6%
2055234.36	4	0.8%
1476452.0	3	0.6%
1195957.6	4	0.8%
245412.72	3	0.6%
128524.06	2	0.4%
81739.0	4	0.8%

CAP_TURCOMP
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	9
Distinct (%)	1.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3040.0807

Minimum	0
Maximum	182468.8
Zeros	463
Zeros (%)	95.3%
Negative	0
Negative (%)	0.0%
Memory size	4.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	182468.8
Range	182468.8
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	22286.644
Coefficient of variation (CV)	7.3309382
Kurtosis	56.015517
Mean	3040.0807
Median Absolute Deviation (MAD)	0
Skewness	7.5701708
Sum	1477479.2
Variance	4.966945 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=9)

Value	Count	Frequency (%)
0.0	463	95.3%
182468.8	4	0.8%
166132.56	4	0.8%
376.0	3	0.6%
2000.0	3	0.6%
63.0	3	0.6%
24452.0	3	0.6%
1180.4	2	0.4%
40.0	1	0.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	463	95.3%
40.0	1	0.2%
63.0	3	0.6%
376.0	3	0.6%
1180.4	2	0.4%
2000.0	3	0.6%
24452.0	3	0.6%
166132.56	4	0.8%
182468.8	4	0.8%

Value	Count	Frequency (%)
182468.8	4	0.8%
166132.56	4	0.8%
24452.0	3	0.6%
2000.0	3	0.6%
1180.4	2	0.4%
376.0	3	0.6%
63.0	3	0.6%
40.0	1	0.2%
0.0	463	95.3%

CAP_LIQMACOMP
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	17
Distinct (%)	3.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	259053.31

Minimum	-70242
Maximum	14966475
Zeros	434
Zeros (%)	89.3%
Negative	2
Negative (%)	0.4%
Memory size	4.4 KiB

Quantile statistics

Minimum	-70242
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	697043.51
Maximum	14966475
Range	15036717
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1560943.5
Coefficient of variation (CV)	6.0255687
Kurtosis	67.684792
Mean	259053.31
Median Absolute Deviation (MAD)	0
Skewness	7.9405588
Sum	1.2589991 × 10⁸
Variance	2.4365446 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=17)

Value	Count	Frequency (%)
0.0	434	89.3%
71961.0	5	1.0%
1931255.82	4	0.8%
14966474.7	4	0.8%
851098.2	4	0.8%
3817055.2	4	0.8%
81739.0	4	0.8%
2870680.0	3	0.6%
1442100.0	3	0.6%
8387718.0	3	0.6%
Other values (7)	18	3.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-70242.0	2	0.4%
0.0	434	89.3%
5.0	3	0.6%
16385.96	2	0.4%
16827.5	3	0.6%
27881.6	3	0.6%
58524.06	2	0.4%
71961.0	5	1.0%
81739.0	4	0.8%
234879.42	3	0.6%

Value	Count	Frequency (%)
14966474.7	4	0.8%
8387718.0	3	0.6%
3817055.2	4	0.8%
2870680.0	3	0.6%
1931255.82	4	0.8%
1442100.0	3	0.6%
851098.2	4	0.8%
234879.42	3	0.6%
81739.0	4	0.8%
71961.0	5	1.0%

CAP_PRFCTN
Categorical

HIGH CORRELATION IMBALANCE

Distinct	3
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

0.0	479
121.6	4
52.0	3

Length

Max length	5
Median length	3
Mean length	3.0226337
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

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	479	98.6%
121.6	4	0.8%
52.0	3	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	479	98.6%
121.6	4	0.8%
52.0	3	0.6%

CAP_ETC
Categorical

HIGH CORRELATION IMBALANCE

Distinct	5
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	3.9 KiB

0.0	475
10190468.4	4
101573.04	4
196.0	2
1138.0	1

Length

Max length	10
Median length	3
Mean length	3.1213992
Min length	3

Unique

Unique	1 ?
Unique (%)	0.2%

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	475	97.7%
10190468.4	4	0.8%
101573.04	4	0.8%
196.0	2	0.4%
1138.0	1	0.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	475	97.7%
10190468.4	4	0.8%
101573.04	4	0.8%
196.0	2	0.4%
1138.0	1	0.2%

LIFER_TKAWY_SOIL_TON_DE
Real number (ℝ)

HIGH CORRELATION SKEWED ZEROS

Distinct	200
Distinct (%)	41.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	968.26543

Minimum	0
Maximum	317793
Zeros	228
Zeros (%)	46.9%
Negative	0
Negative (%)	0.0%
Memory size	4.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2.5
Q3	257.5
95-th percentile	1645.5
Maximum	317793
Range	317793
Interquartile range (IQR)	257.5

Descriptive statistics

Standard deviation	14426.244
Coefficient of variation (CV)	14.899059
Kurtosis	482.59905
Mean	968.26543
Median Absolute Deviation (MAD)	2.5
Skewness	21.930933
Sum	470577
Variance	2.0811651 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	228	46.9%
1	11	2.3%
3	8	1.6%
9	5	1.0%
4	4	0.8%
2	4	0.8%
15	3	0.6%
16	3	0.6%
77	3	0.6%
5	3	0.6%
Other values (190)	214	44.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	228	46.9%
1	11	2.3%
2	4	0.8%
3	8	1.6%
4	4	0.8%
5	3	0.6%
6	3	0.6%
7	1	0.2%
8	1	0.2%
9	5	1.0%

Value	Count	Frequency (%)
317793	1	0.2%
7891	1	0.2%
6874	1	0.2%
6642	1	0.2%
5894	1	0.2%
5473	1	0.2%
4748	1	0.2%
4625	1	0.2%
3905	1	0.2%
3338	1	0.2%

LIFER_TKAWY_VOLM_TON
Real number (ℝ)

HIGH CORRELATION SKEWED ZEROS

Distinct	281
Distinct (%)	57.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	146251.96

Minimum	0
Maximum	47986844
Zeros	200
Zeros (%)	41.2%
Negative	0
Negative (%)	0.0%
Memory size	4.4 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	448
Q3	39011.615
95-th percentile	248492.91
Maximum	47986844
Range	47986844
Interquartile range (IQR)	39011.615

Descriptive statistics

Standard deviation	2178365.9
Coefficient of variation (CV)	14.89461
Kurtosis	482.59862
Mean	146251.96
Median Absolute Deviation (MAD)	448
Skewness	21.930919
Sum	71078453
Variance	4.7452781 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	200	41.2%
200.0	3	0.6%
504.0	2	0.4%
84.0	2	0.4%
120.0	2	0.4%
64.0	2	0.4%
23740.0	1	0.2%
320825.4	1	0.2%
2255.6	1	0.2%
330156.0	1	0.2%
Other values (271)	271	55.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	200	41.2%
16.75	1	0.2%
19.35	1	0.2%
20.0	1	0.2%
30.0	1	0.2%
30.54	1	0.2%
30.66	1	0.2%
41.2	1	0.2%
48.0	1	0.2%
54.0	1	0.2%

Value	Count	Frequency (%)
47986844.0	1	0.2%
1191552.0	1	0.2%
1037980.0	1	0.2%
1003017.92	1	0.2%
890064.0	1	0.2%
826469.6	1	0.2%
716954.0	1	0.2%
698488.0	1	0.2%
589736.0	1	0.2%
504102.0	1	0.2%

LIFER_SPRAY_AR
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	182
Distinct (%)	37.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	34643699

Minimum	0
Maximum	1.7462054 × 10⁹
Zeros	10
Zeros (%)	2.1%
Negative	0
Negative (%)	0.0%
Memory size	4.4 KiB

Quantile statistics

Minimum	0
5-th percentile	341005.29
Q1	3745725.2
median	9123962
Q3	19312479
95-th percentile	80235031
Maximum	1.7462054 × 10⁹
Range	1.7462054 × 10⁹
Interquartile range (IQR)	15566754

Descriptive statistics

Standard deviation	1.5897254 × 10⁸
Coefficient of variation (CV)	4.5887865
Kurtosis	94.629719
Mean	34643699
Median Absolute Deviation (MAD)	6761973.4
Skewness	9.4646206
Sum	1.6836838 × 10¹⁰
Variance	2.5272268 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	10	2.1%
727576.0	6	1.2%
52170171.41	5	1.0%
9762956.8	5	1.0%
1876978.66	5	1.0%
831837.0	5	1.0%
5847311.8	5	1.0%
13643687.3	5	1.0%
20081002.0	4	0.8%
7860188.7	4	0.8%
Other values (172)	432	88.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	10	2.1%
32917.0	2	0.4%
58146.0	1	0.2%
94780.78	1	0.2%
119551.9	1	0.2%
125040.9	3	0.6%
168869.0	1	0.2%
199888.0	2	0.4%
292833.0	2	0.4%
336067.2	2	0.4%

Value	Count	Frequency (%)
1746205371.0	3	0.6%
1428267016.0	1	0.2%
651469435.17	2	0.4%
537617036.0	1	0.2%
280785443.0	1	0.2%
156398216.0	3	0.6%
143142500.63	4	0.8%
127668578.0	3	0.6%
105232634.2	3	0.6%
81524765.62	4	0.8%

LIFER_SPRAY_QY
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	180
Distinct (%)	37.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	87169.158

Minimum	0
Maximum	4363622.7
Zeros	14
Zeros (%)	2.9%
Negative	0
Negative (%)	0.0%
Memory size	4.4 KiB

Quantile statistics

Minimum	0
5-th percentile	686.386
Q1	12811.68
median	32540.6
Q3	65611.519
95-th percentile	176634
Maximum	4363622.7
Range	4363622.7
Interquartile range (IQR)	52799.839

Descriptive statistics

Standard deviation	329147.49
Coefficient of variation (CV)	3.7759627
Kurtosis	121.94682
Mean	87169.158
Median Absolute Deviation (MAD)	23194.23
Skewness	10.319962
Sum	42364211
Variance	1.0833807 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	14	2.9%
686.386	6	1.2%
46169.0	5	1.0%
19887.919	5	1.0%
22287.0	5	1.0%
1693352.498	5	1.0%
148815.248	5	1.0%
39496.3	5	1.0%
4764.0	4	0.8%
59335.7	4	0.8%
Other values (170)	428	88.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	14	2.9%
20.0	3	0.6%
94.0	2	0.4%
230.0	1	0.2%
481.0	1	0.2%
515.5	1	0.2%
686.386	6	1.2%
730.0	2	0.4%
794.2	1	0.2%
813.83	3	0.6%

Value	Count	Frequency (%)
4363622.69	2	0.4%
1693352.498	5	1.0%
743410.7	2	0.4%
566164.7	1	0.2%
237213.82	4	0.8%
233234.0	3	0.6%
226060.3	3	0.6%
195964.3	1	0.2%
186916.0	3	0.6%
176634.0	4	0.8%

Heatmap
Table

	EXAMIN_YEAR	ADMINIST_ATPT_CD	ADMINIST_ATPT_NM	ADMINIST_SIGNGU_CD	ADMINIST_SIGNGU_NM	ADMINIST_EMD_CD	CPR_CO	LVSTCK_SOIL_TKAWY_TON_DE	LVSTCK_SOIL_TKAWY_VOLM	CAP_SM	CAP_TURCOMP	CAP_LIQMACOMP	CAP_PRFCTN	CAP_ETC	LIFER_TKAWY_SOIL_TON_DE	LIFER_TKAWY_VOLM_TON	LIFER_SPRAY_AR	LIFER_SPRAY_QY
EXAMIN_YEAR	1.000	0.088	0.070	0.000	0.000	0.102	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000
ADMINIST_ATPT_CD	0.088	1.000	1.000	0.369	1.000	0.627	0.150	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000
ADMINIST_ATPT_NM	0.070	1.000	1.000	0.948	1.000	0.899	0.364	0.000	0.000	0.222	0.237	0.279	0.240	0.234	0.000	0.000	0.296	0.278
ADMINIST_SIGNGU_CD	0.000	0.369	0.948	1.000	1.000	0.936	0.308	0.000	0.000	0.000	0.000	0.081	0.000	0.068	0.000	0.000	0.282	0.239
ADMINIST_SIGNGU_NM	0.000	1.000	1.000	1.000	1.000	1.000	0.905	0.783	0.783	0.898	0.895	0.945	0.895	0.979	0.512	0.512	0.000	0.960
ADMINIST_EMD_CD	0.102	0.627	0.899	0.936	1.000	1.000	0.437	0.000	0.000	0.171	0.228	0.227	0.183	0.225	0.000	0.000	0.301	0.312
CPR_CO	0.000	0.150	0.364	0.308	0.905	0.437	1.000	0.000	0.000	0.773	0.839	0.735	0.760	0.601	0.000	0.000	0.705	0.734
LVSTCK_SOIL_TKAWY_TON_DE	0.000	0.000	0.000	0.000	0.783	0.000	0.000	1.000	1.000	0.000	0.000	0.000	0.000	0.000	1.000	1.000	0.000	0.496
LVSTCK_SOIL_TKAWY_VOLM	0.000	0.000	0.000	0.000	0.783	0.000	0.000	1.000	1.000	0.000	0.000	0.000	0.000	0.000	1.000	1.000	0.000	0.496
CAP_SM	0.000	0.000	0.222	0.000	0.898	0.171	0.773	0.000	0.000	1.000	0.753	1.000	0.610	0.612	0.000	0.000	0.361	0.651
CAP_TURCOMP	0.000	0.000	0.237	0.000	0.895	0.228	0.839	0.000	0.000	0.753	1.000	0.788	0.988	0.549	0.000	0.000	0.000	0.000
CAP_LIQMACOMP	0.000	0.000	0.279	0.081	0.945	0.227	0.735	0.000	0.000	1.000	0.788	1.000	0.788	0.909	0.000	0.000	0.594	0.361
CAP_PRFCTN	0.000	0.000	0.240	0.000	0.895	0.183	0.760	0.000	0.000	0.610	0.988	0.788	1.000	0.716	0.000	0.000	0.000	0.000
CAP_ETC	0.000	0.000	0.234	0.068	0.979	0.225	0.601	0.000	0.000	0.612	0.549	0.909	0.716	1.000	0.000	0.000	0.000	0.000
LIFER_TKAWY_SOIL_TON_DE	0.000	0.000	0.000	0.000	0.512	0.000	0.000	1.000	1.000	0.000	0.000	0.000	0.000	0.000	1.000	0.704	0.000	0.000
LIFER_TKAWY_VOLM_TON	0.000	0.000	0.000	0.000	0.512	0.000	0.000	1.000	1.000	0.000	0.000	0.000	0.000	0.000	0.704	1.000	0.000	0.000
LIFER_SPRAY_AR	0.000	0.000	0.296	0.282	0.000	0.301	0.705	0.000	0.000	0.361	0.000	0.594	0.000	0.000	0.000	0.000	1.000	0.643
LIFER_SPRAY_QY	0.000	0.000	0.278	0.239	0.960	0.312	0.734	0.496	0.496	0.651	0.000	0.361	0.000	0.000	0.000	0.000	0.643	1.000

Heatmap
Table

	CAP_PRFCTN	CAP_ETC	ADMINIST_ATPT_NM
CAP_PRFCTN	1.000	0.703	0.142
CAP_ETC	0.703	1.000	0.130
ADMINIST_ATPT_NM	0.142	0.130	1.000

Heatmap
Table

	EXAMIN_YEAR	ADMINIST_ATPT_CD	ADMINIST_SIGNGU_CD	ADMINIST_EMD_CD	CPR_CO	LVSTCK_SOIL_TKAWY_TON_DE	LVSTCK_SOIL_TKAWY_VOLM	CAP_SM	CAP_TURCOMP	CAP_LIQMACOMP	LIFER_TKAWY_SOIL_TON_DE	LIFER_TKAWY_VOLM_TON	LIFER_SPRAY_AR	LIFER_SPRAY_QY	ADMINIST_ATPT_NM	CAP_PRFCTN	CAP_ETC
EXAMIN_YEAR	1.000	-0.008	0.011	-0.008	0.022	0.046	0.045	0.000	-0.008	0.002	0.090	0.063	-0.015	-0.048	0.038	0.000	0.000
ADMINIST_ATPT_CD	-0.008	1.000	0.698	0.677	0.090	0.045	0.046	-0.069	-0.079	-0.092	0.001	-0.005	0.101	0.098	0.993	0.000	0.000
ADMINIST_SIGNGU_CD	0.011	0.698	1.000	0.972	0.023	0.017	0.019	-0.038	-0.130	-0.061	0.051	0.053	0.177	0.127	0.860	0.000	0.044
ADMINIST_EMD_CD	-0.008	0.677	0.972	1.000	-0.006	0.004	0.005	-0.045	-0.133	-0.069	0.038	0.038	0.158	0.105	0.724	0.081	0.131
CPR_CO	0.022	0.090	0.023	-0.006	1.000	0.501	0.502	0.223	0.113	0.273	0.245	0.224	0.580	0.564	0.173	0.461	0.400
LVSTCK_SOIL_TKAWY_TON_DE	0.046	0.045	0.017	0.004	0.501	1.000	1.000	0.115	0.047	0.131	0.470	0.442	0.476	0.589	0.000	0.000	0.000
LVSTCK_SOIL_TKAWY_VOLM	0.045	0.046	0.019	0.005	0.502	1.000	1.000	0.115	0.047	0.131	0.469	0.441	0.478	0.590	0.000	0.000	0.000
CAP_SM	0.000	-0.069	-0.038	-0.045	0.223	0.115	0.115	1.000	0.625	0.959	0.307	0.306	0.087	0.051	0.135	0.625	0.539
CAP_TURCOMP	-0.008	-0.079	-0.130	-0.133	0.113	0.047	0.047	0.625	1.000	0.624	0.198	0.194	0.013	-0.040	0.140	0.864	0.491
CAP_LIQMACOMP	0.002	-0.092	-0.061	-0.069	0.273	0.131	0.131	0.959	0.624	1.000	0.344	0.342	0.131	0.101	0.155	0.801	0.586
LIFER_TKAWY_SOIL_TON_DE	0.090	0.001	0.051	0.038	0.245	0.470	0.469	0.307	0.198	0.344	1.000	0.982	0.331	0.294	0.000	0.000	0.000
LIFER_TKAWY_VOLM_TON	0.063	-0.005	0.053	0.038	0.224	0.442	0.441	0.306	0.194	0.342	0.982	1.000	0.334	0.290	0.000	0.000	0.000
LIFER_SPRAY_AR	-0.015	0.101	0.177	0.158	0.580	0.476	0.478	0.087	0.013	0.131	0.331	0.334	1.000	0.805	0.166	0.000	0.000
LIFER_SPRAY_QY	-0.048	0.098	0.127	0.105	0.564	0.589	0.590	0.051	-0.040	0.101	0.294	0.290	0.805	1.000	0.169	0.000	0.000
ADMINIST_ATPT_NM	0.038	0.993	0.860	0.724	0.173	0.000	0.000	0.135	0.140	0.155	0.000	0.000	0.166	0.169	1.000	0.142	0.130
CAP_PRFCTN	0.000	0.000	0.000	0.081	0.461	0.000	0.000	0.625	0.864	0.801	0.000	0.000	0.000	0.000	0.142	1.000	0.703
CAP_ETC	0.000	0.000	0.044	0.131	0.400	0.000	0.000	0.539	0.491	0.586	0.000	0.000	0.000	0.000	0.130	0.703	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

	EXAMIN_YEAR	ADMINIST_ATPT_CD	ADMINIST_ATPT_NM	ADMINIST_SIGNGU_CD	ADMINIST_SIGNGU_NM	ADMINIST_EMD_CD	ADMINIST_EMD_NM	CPR_CO	LVSTCK_SOIL_TKAWY_TON_DE	LVSTCK_SOIL_TKAWY_VOLM	LIFER_TKAWY_SOIL_TON_DE	LIFER_TKAWY_VOLM_TON	LIFER_SPRAY_AR	LIFER_SPRAY_QY
0	2013	6500000	제주특별자치도	6520000	서귀포시	6520043	중문동	7	526	79463.2	0	0.0	143142500.63	55634.2
1	2014	5690000	세종특별자치시	9999010	세종시	5690072	연서면	10	2318	350145.1	2318	350145.1	13552407.4	72103.8
2	2014	6310000	울산광역시	3730000	울주군	3730020	언양읍	3	699	105551.7	0	0.0	18010494.9	48879.351
3	2014	6410000	경기도	3940000	고양시	3950019	성사1동	4	144	21866.0	144	21866.0	2530736.0	5095.0
4	2014	6410000	경기도	4050000	용인시	5620012	원삼면	2	214	32434.3	0	0.0	2168253.3	8106.5
5	2014	6410000	경기도	4060000	파주시	4060050	금촌1동	4	699	105608.0	0	0.0	7853321.0	35717.0
6	2014	6410000	경기도	4070000	이천시	4070038	설성면	2	41	6200.0	0	0.0	199888.0	1267.0
7	2014	6410000	경기도	4070000	이천시	4070041	중리동	4	230	34800.0	0	0.0	1790273.2	12809.0
8	2014	6410000	경기도	4080000	안성시	4080036	보개면	1	0	0.0	179	27176.0	0.0	0.0
9	2014	6410000	경기도	4090000	김포시	4090146	통진읍	4	98	14932.0	186	28188.0	1372481.6	4356.0

	EXAMIN_YEAR	ADMINIST_ATPT_CD	ADMINIST_ATPT_NM	ADMINIST_SIGNGU_CD	ADMINIST_SIGNGU_NM	ADMINIST_EMD_CD	ADMINIST_EMD_NM	CPR_CO	LVSTCK_SOIL_TKAWY_TON_DE	LVSTCK_SOIL_TKAWY_VOLM	CAP_SM	CAP_LIQMACOMP	LIFER_TKAWY_SOIL_TON_DE	LIFER_TKAWY_VOLM_TON	LIFER_SPRAY_AR	LIFER_SPRAY_QY
476	2013	6480000	경상남도	5480000	합천군	5480042	야로면	8	1535	231848.0	0.0	0.0	1535	231848.0	4799588.0	40222.112
477	2013	6480000	경상남도	5480000	합천군	5480043	율곡면	4	115	17422.56	0.0	0.0	114	17355.88	9762956.8	39496.3
478	2013	6500000	제주특별자치도	6510000	제주시	6510037	한림읍	27	3984	601608.0	2912680.0	2870680.0	1931	291598.0	537617036.0	566164.7
479	2013	6500000	제주특별자치도	6510000	제주시	6510038	애월읍	6	390	58968.0	0.0	0.0	307	46458.0	20081002.0	43100.0
480	2013	6500000	제주특별자치도	6510000	제주시	6510040	조천읍	2	19	2900.0	0.0	0.0	15	2330.0	5024562.0	6475.0
481	2013	6500000	제주특별자치도	6510000	제주시	6510041	한경면	2	93	14090.0	0.0	0.0	29	4468.0	3025697.0	11791.0
482	2013	6500000	제주특별자치도	6520000	서귀포시	6520028	대정읍	4	972	146884.0	0.0	0.0	972	146884.0	20247073.0	28855.63
483	2013	6500000	제주특별자치도	6520000	서귀포시	6520029	남원읍	8	923	139476.0	0.0	0.0	780	117792.0	156398216.0	62675.0
484	2013	6500000	제주특별자치도	6520000	서귀포시	6520031	안덕면	3	311	47016.0	0.0	0.0	311	47016.0	29022785.0	39732.0
485	2013	6500000	제주특별자치도	6520000	서귀포시	6520032	표선면	10	2290	345824.0	0.0	0.0	1830	276408.0	1746205371.0	226060.3

Overview

Variables

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

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

Hangul

ASCII

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Interactions

Correlations

Missing values

Sample