gimi9 Pandas Profiling

Dataset statistics

Number of variables	13
Number of observations	314
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	34.2 KiB
Average record size in memory	111.4 B

Variable types

Text	2
Numeric	7
Categorical	4

Dataset

Description	경주시 관리 저수지 315개소에 대한 제원과 안전등급 현황입니다(시설명, 주소, 준공연도, 시설제원(수혜면적, 유역면적, 총저수량, 유효저수량, 제방높이, 제방길이, 안전등급 등)
Author	경상북도 경주시
URL	https://www.data.go.kr/data/15034762/fileData.do

Alerts

`등급사유` has constant value ""	Constant
`전화번호` has constant value ""	Constant
`관리기관명` has constant value ""	Constant
`수혜면적(헥타르)` is highly overall correlated with `유역면적(헥타르)` and 2 other fields	High correlation
`유역면적(헥타르)` is highly overall correlated with `수혜면적(헥타르)` and 3 other fields	High correlation
`총저수량(천세제곱미터)` is highly overall correlated with `수혜면적(헥타르)` and 4 other fields	High correlation
`유효저수량` is highly overall correlated with `수혜면적(헥타르)` and 4 other fields	High correlation
`제방높이(미터)` is highly overall correlated with `유역면적(헥타르)` and 2 other fields	High correlation
`제방길이(미터)` is highly overall correlated with `총저수량(천세제곱미터)` and 1 other fields	High correlation
`소재지지번주소` has unique values	Unique

Reproduction

Analysis started	2024-03-14 21:26:40.759049
Analysis finished	2024-03-14 21:26:56.520019
Duration	15.76 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

시설명
Text

Distinct	302
Distinct (%)	96.2%
Missing	0
Missing (%)	0.0%
Memory size	2.6 KiB

Length

Max length	8
Median length	2
Mean length	2.5923567
Min length	1

Characters and Unicode

Total characters	814
Distinct characters	221
Distinct categories	3 ?
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	294 ?
Unique (%)	93.6%

Sample

1st row	강당
2nd row	식화
3rd row	능남
4th row	간곡
5th row	와산

Value	Count	Frequency (%)
사곡	6	1.9%
사일	2	0.6%
와룡	2	0.6%
내곡	2	0.6%
골안	2	0.6%
대곡	2	0.6%
하후곡	2	0.6%
탑골	2	0.6%
새못안(상	1	0.3%
응용골	1	0.3%
Other values (292)	292	93.0%

Most occurring characters

Value	Count	Frequency (%)
곡	75	9.2%
골	53	6.5%
지	32	3.9%
사	20	2.5%
상	20	2.5%
산	14	1.7%
(	14	1.7%
)	14	1.7%
동	14	1.7%
못	13	1.6%
Other values (211)	545	67.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	786	96.6%
Open Punctuation	14	1.7%
Close Punctuation	14	1.7%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
곡	75	9.5%
골	53	6.7%
지	32	4.1%
사	20	2.5%
상	20	2.5%
산	14	1.8%
동	14	1.8%
못	13	1.7%
하	13	1.7%
당	12	1.5%
Other values (209)	520	66.2%

Open Punctuation

Value	Count	Frequency (%)
(	14	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	14	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	786	96.6%
Common	28	3.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
곡	75	9.5%
골	53	6.7%
지	32	4.1%
사	20	2.5%
상	20	2.5%
산	14	1.8%
동	14	1.8%
못	13	1.7%
하	13	1.7%
당	12	1.5%
Other values (209)	520	66.2%

Common

Value	Count	Frequency (%)
(	14	50.0%
)	14	50.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	786	96.6%
ASCII	28	3.4%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
곡	75	9.5%
골	53	6.7%
지	32	4.1%
사	20	2.5%
상	20	2.5%
산	14	1.8%
동	14	1.8%
못	13	1.7%
하	13	1.7%
당	12	1.5%
Other values (209)	520	66.2%

ASCII

Value	Count	Frequency (%)
(	14	50.0%
)	14	50.0%

소재지지번주소
Text

UNIQUE

Distinct	314
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	2.6 KiB

Length

Max length	25
Median length	24
Mean length	20.901274
Min length	16

Characters and Unicode

Total characters	6563
Distinct characters	123
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	314 ?
Unique (%)	100.0%

Sample

1st row	경상북도 경주시 탑동 857
2nd row	경상북도 경주시 탑동 805
3rd row	경상북도 경주시 서악동 728-2
4th row	경상북도 경주시 서악동 690
5th row	경상북도 경주시 효현동 719

Value	Count	Frequency (%)
경상북도	314	20.2%
경주시	314	20.2%
서면	68	4.4%
현곡면	37	2.4%
건천읍	30	1.9%
안강읍	28	1.8%
내남면	28	1.8%
리	19	1.2%
도리	18	1.2%
양남면	14	0.9%
Other values (419)	686	44.1%

Most occurring characters

Value	Count	Frequency (%)
	1609	24.5%
경	628	9.6%
도	339	5.2%
북	330	5.0%
시	318	4.8%
상	317	4.8%
주	314	4.8%
리	271	4.1%
면	190	2.9%
1	187	2.8%
Other values (113)	2060	31.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	3861	58.8%
Space Separator	1609	24.5%
Decimal Number	1025	15.6%
Dash Punctuation	68	1.0%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
경	628	16.3%
도	339	8.8%
북	330	8.5%
시	318	8.2%
상	317	8.2%
주	314	8.1%
리	271	7.0%
면	190	4.9%
읍	83	2.1%
동	81	2.1%
Other values (101)	990	25.6%

Decimal Number

Value	Count	Frequency (%)
1	187	18.2%
2	143	14.0%
6	102	10.0%
4	94	9.2%
3	90	8.8%
5	87	8.5%
8	87	8.5%
0	84	8.2%
7	80	7.8%
9	71	6.9%

Space Separator

Value	Count	Frequency (%)
	1609	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	68	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	3861	58.8%
Common	2702	41.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
경	628	16.3%
도	339	8.8%
북	330	8.5%
시	318	8.2%
상	317	8.2%
주	314	8.1%
리	271	7.0%
면	190	4.9%
읍	83	2.1%
동	81	2.1%
Other values (101)	990	25.6%

Common

Value	Count	Frequency (%)
	1609	59.5%
1	187	6.9%
2	143	5.3%
6	102	3.8%
4	94	3.5%
3	90	3.3%
5	87	3.2%
8	87	3.2%
0	84	3.1%
7	80	3.0%
Other values (2)	139	5.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	3861	58.8%
ASCII	2702	41.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1609	59.5%
1	187	6.9%
2	143	5.3%
6	102	3.8%
4	94	3.5%
3	90	3.3%
5	87	3.2%
8	87	3.2%
0	84	3.1%
7	80	3.0%
Other values (2)	139	5.1%

Hangul

Value	Count	Frequency (%)
경	628	16.3%
도	339	8.8%
북	330	8.5%
시	318	8.2%
상	317	8.2%
주	314	8.1%
리	271	7.0%
면	190	4.9%
읍	83	2.1%
동	81	2.1%
Other values (101)	990	25.6%

준공연도
Real number (ℝ)

Distinct	34
Distinct (%)	10.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1950.9554

Minimum	1945
Maximum	2013
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.9 KiB

Quantile statistics

Minimum	1945
5-th percentile	1945
Q1	1945
median	1945
Q3	1948
95-th percentile	1978
Maximum	2013
Range	68
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	11.894286
Coefficient of variation (CV)	0.0060966469
Kurtosis	4.4353268
Mean	1950.9554
Median Absolute Deviation (MAD)	0
Skewness	2.1300908
Sum	612600
Variance	141.47404
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=34)

Value	Count	Frequency (%)
1945	232	73.9%
1960	9	2.9%
1950	5	1.6%
1978	5	1.6%
1965	5	1.6%
1961	5	1.6%
1970	4	1.3%
1966	4	1.3%
1981	4	1.3%
1948	3	1.0%
Other values (24)	38	12.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1945	232	73.9%
1946	1	0.3%
1948	3	1.0%
1950	5	1.6%
1954	1	0.3%
1955	3	1.0%
1956	2	0.6%
1957	1	0.3%
1958	1	0.3%
1960	9	2.9%

Value	Count	Frequency (%)
2013	1	0.3%
2005	1	0.3%
1996	1	0.3%
1987	1	0.3%
1986	1	0.3%
1983	2	0.6%
1981	4	1.3%
1979	3	1.0%
1978	5	1.6%
1977	1	0.3%

수혜면적(헥타르)
Real number (ℝ)

HIGH CORRELATION

Distinct	157
Distinct (%)	50.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12.221975

Minimum	0.1
Maximum	129
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.9 KiB

Quantile statistics

Minimum	0.1
5-th percentile	0.8
Q1	2.725
median	6
Q3	15.375
95-th percentile	43.15
Maximum	129
Range	128.9
Interquartile range (IQR)	12.65

Descriptive statistics

Standard deviation	16.842992
Coefficient of variation (CV)	1.3780909
Kurtosis	19.534908
Mean	12.221975
Median Absolute Deviation (MAD)	4.3
Skewness	3.6950353
Sum	3837.7
Variance	283.68638
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.0	14	4.5%
4.0	10	3.2%
2.0	10	3.2%
5.0	8	2.5%
7.0	7	2.2%
1.3	7	2.2%
6.0	6	1.9%
2.5	6	1.9%
10.0	5	1.6%
3.3	5	1.6%
Other values (147)	236	75.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.1	1	0.3%
0.2	2	0.6%
0.3	2	0.6%
0.4	3	1.0%
0.6	3	1.0%
0.7	3	1.0%
0.8	3	1.0%
0.9	1	0.3%
1.0	14	4.5%
1.1	1	0.3%

Value	Count	Frequency (%)
129.0	1	0.3%
126.0	1	0.3%
124.2	1	0.3%
69.2	1	0.3%
60.7	1	0.3%
60.0	1	0.3%
56.3	1	0.3%
53.5	1	0.3%
51.0	1	0.3%
47.9	1	0.3%

유역면적(헥타르)
Real number (ℝ)

HIGH CORRELATION

Distinct	128
Distinct (%)	40.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	56.03121

Minimum	2
Maximum	623
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.9 KiB

Quantile statistics

Minimum	2
5-th percentile	5
Q1	15
median	29
Q3	66.75
95-th percentile	189.35
Maximum	623
Range	621
Interquartile range (IQR)	51.75

Descriptive statistics

Standard deviation	72.823017
Coefficient of variation (CV)	1.2996867
Kurtosis	17.384579
Mean	56.03121
Median Absolute Deviation (MAD)	21
Skewness	3.3995693
Sum	17593.8
Variance	5303.1918
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7.0	11	3.5%
5.0	10	3.2%
9.0	9	2.9%
24.0	7	2.2%
17.0	7	2.2%
15.0	7	2.2%
22.0	7	2.2%
4.0	7	2.2%
11.0	7	2.2%
18.0	7	2.2%
Other values (118)	235	74.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2.0	4	1.3%
3.0	4	1.3%
4.0	7	2.2%
5.0	10	3.2%
6.0	4	1.3%
6.5	1	0.3%
7.0	11	3.5%
8.0	4	1.3%
9.0	9	2.9%
10.0	6	1.9%

Value	Count	Frequency (%)
623.0	1	0.3%
515.0	1	0.3%
327.0	1	0.3%
326.0	1	0.3%
281.0	2	0.6%
261.0	1	0.3%
250.0	2	0.6%
246.0	1	0.3%
226.0	1	0.3%
204.0	1	0.3%

총저수량(천세제곱미터)
Real number (ℝ)

HIGH CORRELATION

Distinct	220
Distinct (%)	70.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	19.831369

Minimum	0.2
Maximum	514.2
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.9 KiB

Quantile statistics

Minimum	0.2
5-th percentile	0.8
Q1	2.3
median	6.75
Q3	17.6
95-th percentile	75.76
Maximum	514.2
Range	514
Interquartile range (IQR)	15.3

Descriptive statistics

Standard deviation	47.136978
Coefficient of variation (CV)	2.3768897
Kurtosis	55.055392
Mean	19.831369
Median Absolute Deviation (MAD)	5.25
Skewness	6.5697782
Sum	6227.05
Variance	2221.8947
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.0	5	1.6%
2.3	5	1.6%
3.1	5	1.6%
4.4	5	1.6%
1.4	5	1.6%
2.1	4	1.3%
1.8	4	1.3%
6.9	4	1.3%
8.9	4	1.3%
3.7	4	1.3%
Other values (210)	269	85.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.2	1	0.3%
0.3	1	0.3%
0.35	1	0.3%
0.4	1	0.3%
0.44	1	0.3%
0.5	1	0.3%
0.53	1	0.3%
0.54	1	0.3%
0.55	1	0.3%
0.56	1	0.3%

Value	Count	Frequency (%)
514.2	1	0.3%
398.5	1	0.3%
258.4	1	0.3%
256.9	1	0.3%
163.0	1	0.3%
140.0	1	0.3%
131.0	1	0.3%
125.0	1	0.3%
119.39	1	0.3%
112.2	1	0.3%

유효저수량
Real number (ℝ)

HIGH CORRELATION

Distinct	227
Distinct (%)	72.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	18.147006

Minimum	0.2
Maximum	467.48
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.9 KiB

Quantile statistics

Minimum	0.2
5-th percentile	0.7
Q1	2.025
median	6.025
Q3	16.025
95-th percentile	72.8375
Maximum	467.48
Range	467.28
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	42.557025
Coefficient of variation (CV)	2.3451265
Kurtosis	53.598639
Mean	18.147006
Median Absolute Deviation (MAD)	4.715
Skewness	6.4435002
Sum	5698.16
Variance	1811.1004
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.1	5	1.6%
1.8	4	1.3%
2.5	4	1.3%
4.1	4	1.3%
0.84	4	1.3%
2.0	4	1.3%
7.8	4	1.3%
0.9	3	1.0%
1.9	3	1.0%
5.7	3	1.0%
Other values (217)	276	87.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.2	2	0.6%
0.25	1	0.3%
0.34	1	0.3%
0.4	2	0.6%
0.43	1	0.3%
0.45	1	0.3%
0.5	1	0.3%
0.54	3	1.0%
0.63	1	0.3%
0.68	2	0.6%

Value	Count	Frequency (%)
467.48	1	0.3%
339.1	1	0.3%
242.35	1	0.3%
233.6	1	0.3%
148.0	1	0.3%
132.6	1	0.3%
119.0	1	0.3%
113.7	1	0.3%
111.69	1	0.3%
102.0	1	0.3%

제방높이(미터)
Real number (ℝ)

HIGH CORRELATION

Distinct	95
Distinct (%)	30.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.0242038

Minimum	1.8
Maximum	23
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.9 KiB

Quantile statistics

Minimum	1.8
5-th percentile	2.6
Q1	4
median	5.5
Q3	7.5
95-th percentile	11
Maximum	23
Range	21.2
Interquartile range (IQR)	3.5

Descriptive statistics

Standard deviation	2.9367975
Coefficient of variation (CV)	0.4874997
Kurtosis	5.5366476
Mean	6.0242038
Median Absolute Deviation (MAD)	1.7
Skewness	1.747762
Sum	1891.6
Variance	8.6247797
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6.0	12	3.8%
3.0	11	3.5%
4.2	11	3.5%
8.0	10	3.2%
4.5	9	2.9%
7.0	9	2.9%
5.1	8	2.5%
5.5	8	2.5%
4.0	8	2.5%
7.5	7	2.2%
Other values (85)	221	70.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.8	3	1.0%
1.9	1	0.3%
2.0	2	0.6%
2.2	2	0.6%
2.4	3	1.0%
2.5	1	0.3%
2.6	7	2.2%
2.7	1	0.3%
2.8	5	1.6%
2.9	1	0.3%

Value	Count	Frequency (%)
23.0	1	0.3%
20.0	1	0.3%
18.0	1	0.3%
16.0	1	0.3%
15.0	1	0.3%
14.1	1	0.3%
14.0	2	0.6%
13.0	2	0.6%
12.5	1	0.3%
11.7	1	0.3%

제방길이(미터)
Real number (ℝ)

HIGH CORRELATION

Distinct	122
Distinct (%)	38.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	77.410828

Minimum	10
Maximum	501
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.9 KiB

Quantile statistics

Minimum	10
5-th percentile	25
Q1	40
median	60
Q3	92
95-th percentile	199.55
Maximum	501
Range	491
Interquartile range (IQR)	52

Descriptive statistics

Standard deviation	61.366182
Coefficient of variation (CV)	0.79273383
Kurtosis	11.127024
Mean	77.410828
Median Absolute Deviation (MAD)	24
Skewness	2.8135241
Sum	24307
Variance	3765.8083
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
35	13	4.1%
60	12	3.8%
50	11	3.5%
32	10	3.2%
40	10	3.2%
45	7	2.2%
65	7	2.2%
58	6	1.9%
92	6	1.9%
95	6	1.9%
Other values (112)	226	72.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10	1	0.3%
11	1	0.3%
16	1	0.3%
18	2	0.6%
19	2	0.6%
20	3	1.0%
21	1	0.3%
22	2	0.6%
24	2	0.6%
25	5	1.6%

Value	Count	Frequency (%)
501	1	0.3%
361	1	0.3%
340	1	0.3%
312	1	0.3%
302	1	0.3%
295	1	0.3%
285	1	0.3%
278	1	0.3%
273	1	0.3%
268	1	0.3%

점검결과
Categorical

Distinct	4
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Memory size	2.6 KiB

C등급	205
B등급	80
D등급	27
A등급	2

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	B등급
2nd row	C등급
3rd row	C등급
4th row	B등급
5th row	C등급

Common Values

Value	Count	Frequency (%)
C등급	205	65.3%
B등급	80	25.5%
D등급	27	8.6%
A등급	2	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
c등급	205	65.3%
b등급	80	25.5%
d등급	27	8.6%
a등급	2	0.6%

등급사유
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	2.6 KiB

2023년 점검 결과	314

Length

Max length	11
Median length	11
Mean length	11
Min length	11

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2023년 점검 결과
2nd row	2023년 점검 결과
3rd row	2023년 점검 결과
4th row	2023년 점검 결과
5th row	2023년 점검 결과

Common Values

Value	Count	Frequency (%)
2023년 점검 결과	314	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2023년	314	33.3%
점검	314	33.3%
결과	314	33.3%

전화번호
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	2.6 KiB

054-779-6412	314

Length

Max length	12
Median length	12
Mean length	12
Min length	12

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	054-779-6412
2nd row	054-779-6412
3rd row	054-779-6412
4th row	054-779-6412
5th row	054-779-6412

Common Values

Value	Count	Frequency (%)
054-779-6412	314	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
054-779-6412	314	100.0%

관리기관명
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	2.6 KiB

경상북도 경주시청	314

Length

Max length	9
Median length	9
Mean length	9
Min length	9

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	경상북도 경주시청
2nd row	경상북도 경주시청
3rd row	경상북도 경주시청
4th row	경상북도 경주시청
5th row	경상북도 경주시청

Common Values

Value	Count	Frequency (%)
경상북도 경주시청	314	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
경상북도	314	50.0%
경주시청	314	50.0%

Phik (φk)
Auto

Heatmap
Table

	준공연도	수혜면적(헥타르)	유역면적(헥타르)	총저수량(천세제곱미터)	유효저수량	제방높이(미터)	제방길이(미터)	점검결과
준공연도	1.000	0.306	0.655	0.757	0.896	0.792	0.278	0.000
수혜면적(헥타르)	0.306	1.000	0.533	0.601	0.600	0.550	0.374	0.122
유역면적(헥타르)	0.655	0.533	1.000	0.876	0.878	0.806	0.319	0.737
총저수량(천세제곱미터)	0.757	0.601	0.876	1.000	1.000	0.713	0.578	0.319
유효저수량	0.896	0.600	0.878	1.000	1.000	0.712	0.569	0.324
제방높이(미터)	0.792	0.550	0.806	0.713	0.712	1.000	0.000	0.617
제방길이(미터)	0.278	0.374	0.319	0.578	0.569	0.000	1.000	0.000
점검결과	0.000	0.122	0.737	0.319	0.324	0.617	0.000	1.000

Heatmap
Table

	준공연도	수혜면적(헥타르)	유역면적(헥타르)	총저수량(천세제곱미터)	유효저수량	제방높이(미터)	제방길이(미터)	점검결과
준공연도	1.000	0.143	0.147	0.103	0.103	0.248	-0.124	0.086
수혜면적(헥타르)	0.143	1.000	0.621	0.635	0.636	0.483	0.440	0.083
유역면적(헥타르)	0.147	0.621	1.000	0.643	0.648	0.510	0.410	0.403
총저수량(천세제곱미터)	0.103	0.635	0.643	1.000	0.998	0.619	0.644	0.137
유효저수량	0.103	0.636	0.648	0.998	1.000	0.617	0.648	0.149
제방높이(미터)	0.248	0.483	0.510	0.619	0.617	1.000	0.159	0.416
제방길이(미터)	-0.124	0.440	0.410	0.644	0.648	0.159	1.000	0.000
점검결과	0.086	0.083	0.403	0.137	0.149	0.416	0.000	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

	시설명	소재지지번주소	준공연도	수혜면적(헥타르)	유역면적(헥타르)	총저수량(천세제곱미터)	유효저수량	제방높이(미터)	제방길이(미터)	점검결과	등급사유	전화번호	관리기관명
0	강당	경상북도 경주시 탑동 857	1945	15.0	99.0	32.0	29.0	4.9	105	B등급	2023년 점검 결과	054-779-6412	경상북도 경주시청
1	식화	경상북도 경주시 탑동 805	1978	4.3	7.0	2.6	2.5	4.1	38	C등급	2023년 점검 결과	054-779-6412	경상북도 경주시청
2	능남	경상북도 경주시 서악동 728-2	1945	2.1	33.0	8.01	7.3	5.7	47	C등급	2023년 점검 결과	054-779-6412	경상북도 경주시청
3	간곡	경상북도 경주시 서악동 690	1945	0.4	61.5	4.84	4.63	4.5	60	B등급	2023년 점검 결과	054-779-6412	경상북도 경주시청
4	와산	경상북도 경주시 효현동 719	1945	9.3	35.0	17.01	15.51	5.1	75	C등급	2023년 점검 결과	054-779-6412	경상북도 경주시청
5	와룡	경상북도 경주시 효현동 771	1945	8.8	32.0	11.25	10.64	4.6	92	B등급	2023년 점검 결과	054-779-6412	경상북도 경주시청
6	제공	경상북도 경주시 광명동 959	1945	8.0	82.0	18.2	16.47	7.5	84	B등급	2023년 점검 결과	054-779-6412	경상북도 경주시청
7	화절	경상북도 경주시 광명동 866	1945	6.0	113.0	8.98	8.17	5.5	52	B등급	2023년 점검 결과	054-779-6412	경상북도 경주시청
8	광동	경상북도 경주시 광명동 209	1945	0.4	22.0	3.1	2.92	4.6	40	C등급	2023년 점검 결과	054-779-6412	경상북도 경주시청
9	형산	경상북도 경주시 도지동 313	1945	8.7	9.0	2.8	2.5	5.1	95	C등급	2023년 점검 결과	054-779-6412	경상북도 경주시청

	시설명	소재지지번주소	준공연도	수혜면적(헥타르)	유역면적(헥타르)	총저수량(천세제곱미터)	유효저수량	제방높이(미터)	제방길이(미터)	점검결과	등급사유	전화번호	관리기관명
304	손실곡	경상북도 경주시 천북면 성지리 499	1945	5.7	10.0	10.8	9.7	3.6	95	B등급	2023년 점검 결과	054-779-6412	경상북도 경주시청
305	중방곡	경상북도 경주시 천북면 성지리 98	1945	2.4	25.0	4.2	3.9	6.5	62	B등급	2023년 점검 결과	054-779-6412	경상북도 경주시청
306	동산	경상북도 경주시 천북면 동산리 232	1945	47.9	25.0	18.9	18.0	4.0	136	B등급	2023년 점검 결과	054-779-6412	경상북도 경주시청
307	휘미지	경상북도 경주시 천북면 동산리 206	1945	8.5	24.0	8.2	7.98	3.8	95	B등급	2023년 점검 결과	054-779-6412	경상북도 경주시청
308	부곡	경상북도 경주시 천북면 동산리 산6-5	1945	3.5	28.0	4.4	4.4	4.2	46	B등급	2023년 점검 결과	054-779-6412	경상북도 경주시청
309	하불암	경상북도 경주시 천북면 화산리 산49-4	1945	5.4	17.0	6.8	6.3	3.6	124	C등급	2023년 점검 결과	054-779-6412	경상북도 경주시청
310	서당골	경상북도 경주시 천북면 화산리 700	1945	7.7	26.0	11.0	9.9	6.6	110	B등급	2023년 점검 결과	054-779-6412	경상북도 경주시청
311	나리	경상북도 경주시 천북면 화산리 1138	1945	51.0	148.0	112.2	102.0	5.3	235	B등급	2023년 점검 결과	054-779-6412	경상북도 경주시청
312	이반	경상북도 경주시 천북면 신당리 233	1945	36.2	9.0	12.5	11.4	8.2	95	C등급	2023년 점검 결과	054-779-6412	경상북도 경주시청
313	보둥	경상북도 경주시 천북면 신당리 265	1945	9.9	22.0	1.8	1.6	2.6	92	B등급	2023년 점검 결과	054-779-6412	경상북도 경주시청

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Open Punctuation

Close Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

Hangul

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Space Separator

Dash Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

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