gimi9 Pandas Profiling

Dataset statistics

Number of variables	15
Number of observations	5396
Missing cells	212
Missing cells (%)	0.3%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	674.6 KiB
Average record size in memory	128.0 B

Variable types

Numeric	8
Categorical	3
Text	3
DateTime	1

Dataset

Description	경상북도 22개 시군의 산사태취약지역지정현황에 대한 자료를 제공합니다.데이터 기준일자를 참고해 주시기 바랍니다.
Author	경상북도
URL	https://www.data.go.kr/data/15126579/fileData.do

Alerts

`시도` has constant value ""	Constant
`데이터기준일자` has constant value ""	Constant
`연번` is highly overall correlated with `시군구`	High correlation
`(위도)도` is highly overall correlated with `(위도)분`	High correlation
`(위도)분` is highly overall correlated with `(위도)도`	High correlation
`시군구` is highly overall correlated with `연번`	High correlation
`리` has 211 (3.9%) missing values	Missing
`(위도)도` is highly skewed (γ1 = 28.39063718)	Skewed
`(경도)도` is highly skewed (γ1 = -23.43255832)	Skewed
`연번` has unique values	Unique
`(위도)분` has 122 (2.3%) zeros	Zeros
`(경도)분` has 129 (2.4%) zeros	Zeros
`지정면적(제곱미터)` has 948 (17.6%) zeros	Zeros

Reproduction

Analysis started	2024-04-17 18:24:32.141559
Analysis finished	2024-04-17 18:24:38.374713
Duration	6.23 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

연번
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	5396
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2698.5

Minimum	1
Maximum	5396
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	47.6 KiB

Quantile statistics

Minimum	1
5-th percentile	270.75
Q1	1349.75
median	2698.5
Q3	4047.25
95-th percentile	5126.25
Maximum	5396
Range	5395
Interquartile range (IQR)	2697.5

Descriptive statistics

Standard deviation	1557.8354
Coefficient of variation (CV)	0.57729678
Kurtosis	-1.2
Mean	2698.5
Median Absolute Deviation (MAD)	1349
Skewness	0
Sum	14561106
Variance	2426851
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	< 0.1%
3597	1	< 0.1%
3605	1	< 0.1%
3604	1	< 0.1%
3603	1	< 0.1%
3602	1	< 0.1%
3601	1	< 0.1%
3600	1	< 0.1%
3599	1	< 0.1%
3598	1	< 0.1%
Other values (5386)	5386	99.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%
10	1	< 0.1%

Value	Count	Frequency (%)
5396	1	< 0.1%
5395	1	< 0.1%
5394	1	< 0.1%
5393	1	< 0.1%
5392	1	< 0.1%
5391	1	< 0.1%
5390	1	< 0.1%
5389	1	< 0.1%
5388	1	< 0.1%
5387	1	< 0.1%

시도
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	42.3 KiB

경상북도	5396

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
경상북도	5396	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
경상북도	5396	100.0%

시군구
Categorical

HIGH CORRELATION

Distinct	22
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	42.3 KiB

경주시	517
상주시	404
문경시	363
안동시	355
김천시	317
Other values (17)	3440

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
경주시	517	9.6%
상주시	404	7.5%
문경시	363	6.7%
안동시	355	6.6%
김천시	317	5.9%
포항시	284	5.3%
의성군	280	5.2%
성주군	263	4.9%
영덕군	243	4.5%
청도군	238	4.4%
Other values (12)	2132	39.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
경주시	517	9.6%
상주시	404	7.5%
문경시	363	6.7%
안동시	355	6.6%
김천시	317	5.9%
포항시	284	5.3%
의성군	280	5.2%
성주군	263	4.9%
영덕군	243	4.5%
청도군	238	4.4%
Other values (12)	2132	39.5%

읍면동
Text

Distinct	293
Distinct (%)	5.4%
Missing	0
Missing (%)	0.0%
Memory size	42.3 KiB

Length

Max length	5
Median length	3
Mean length	2.9625649
Min length	2

Characters and Unicode

Total characters	15986
Distinct characters	168
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	41 ?
Unique (%)	0.8%

Sample

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

Value	Count	Frequency (%)
북구	197	3.7%
문무대왕면	94	1.7%
문경읍	91	1.7%
남구	87	1.6%
남천면	67	1.2%
산내면	63	1.2%
산북면	63	1.2%
예안면	61	1.1%
화북면	60	1.1%
북면	57	1.1%
Other values (283)	4556	84.4%

Most occurring characters

Value	Count	Frequency (%)
면	4180	26.1%
읍	721	4.5%
산	545	3.4%
동	535	3.3%
남	493	3.1%
북	458	2.9%
천	403	2.5%
구	362	2.3%
안	286	1.8%
성	265	1.7%
Other values (158)	7738	48.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	15986	100.0%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
면	4180	26.1%
읍	721	4.5%
산	545	3.4%
동	535	3.3%
남	493	3.1%
북	458	2.9%
천	403	2.5%
구	362	2.3%
안	286	1.8%
성	265	1.7%
Other values (158)	7738	48.4%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	15986	100.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
면	4180	26.1%
읍	721	4.5%
산	545	3.4%
동	535	3.3%
남	493	3.1%
북	458	2.9%
천	403	2.5%
구	362	2.3%
안	286	1.8%
성	265	1.7%
Other values (158)	7738	48.4%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	15986	100.0%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
면	4180	26.1%
읍	721	4.5%
산	545	3.4%
동	535	3.3%
남	493	3.1%
북	458	2.9%
천	403	2.5%
구	362	2.3%
안	286	1.8%
성	265	1.7%
Other values (158)	7738	48.4%

리
Text

MISSING

Distinct	1235
Distinct (%)	23.8%
Missing	211
Missing (%)	3.9%
Memory size	42.3 KiB

Length

Max length	4
Median length	3
Mean length	2.9737705
Min length	2

Characters and Unicode

Total characters	15419
Distinct characters	260
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	331 ?
Unique (%)	6.4%

Sample

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

Value	Count	Frequency (%)
죽장면	62	1.2%
대곡리	33	0.6%
흥해읍	33	0.6%
금곡리	30	0.6%
기계면	25	0.5%
신곡리	24	0.5%
도촌리	24	0.5%
보현리	24	0.5%
덕산리	22	0.4%
용동리	22	0.4%
Other values (1225)	4886	94.2%

Most occurring characters

Value	Count	Frequency (%)
리	4951	32.1%
곡	460	3.0%
산	355	2.3%
천	275	1.8%
신	265	1.7%
계	214	1.4%
대	201	1.3%
전	196	1.3%
면	186	1.2%
용	183	1.2%
Other values (250)	8133	52.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	15419	100.0%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
리	4951	32.1%
곡	460	3.0%
산	355	2.3%
천	275	1.8%
신	265	1.7%
계	214	1.4%
대	201	1.3%
전	196	1.3%
면	186	1.2%
용	183	1.2%
Other values (250)	8133	52.7%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	15419	100.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
리	4951	32.1%
곡	460	3.0%
산	355	2.3%
천	275	1.8%
신	265	1.7%
계	214	1.4%
대	201	1.3%
전	196	1.3%
면	186	1.2%
용	183	1.2%
Other values (250)	8133	52.7%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	15419	100.0%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
리	4951	32.1%
곡	460	3.0%
산	355	2.3%
천	275	1.8%
신	265	1.7%
계	214	1.4%
대	201	1.3%
전	196	1.3%
면	186	1.2%
용	183	1.2%
Other values (250)	8133	52.7%

지번
Text

Distinct	2940
Distinct (%)	54.5%
Missing	1
Missing (%)	< 0.1%
Memory size	42.3 KiB

Length

Max length	29
Median length	25
Mean length	5.2947173
Min length	2

Characters and Unicode

Total characters	28565
Distinct characters	68
Distinct categories	9 ?
Distinct scripts	3 ?
Distinct blocks	3 ?

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

Unique

Unique	2250 ?
Unique (%)	41.7%

Sample

1st row	산109-11임
2nd row	산74-20임
3rd row	산93-16임
4th row	산107임
5th row	산59임

Value	Count	Frequency (%)
임	124	2.0%
외	111	1.8%
안동	75	1.2%
산13임	24	0.4%
산20임	22	0.4%
산12임	22	0.4%
산8임	21	0.3%
구	21	0.3%
산18임	21	0.3%
산33임	20	0.3%
Other values (2868)	5632	92.4%

Most occurring characters

Value	Count	Frequency (%)
산	4431	15.5%
1	4013	14.0%
임	3160	11.1%
2	2065	7.2%
-	1916	6.7%
3	1620	5.7%
4	1358	4.8%
5	1333	4.7%
6	1307	4.6%
7	1142	4.0%
Other values (58)	6220	21.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	16076	56.3%
Other Letter	9659	33.8%
Dash Punctuation	1916	6.7%
Space Separator	709	2.5%
Other Punctuation	127	0.4%
Close Punctuation	30	0.1%
Open Punctuation	30	0.1%
Lowercase Letter	12	< 0.1%
Uppercase Letter	6	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
산	4431	45.9%
임	3160	32.7%
구	665	6.9%
지	242	2.5%
외	169	1.7%
번	136	1.4%
천	119	1.2%
전	110	1.1%
필	108	1.1%
답	80	0.8%
Other values (34)	439	4.5%

Decimal Number

Value	Count	Frequency (%)
1	4013	25.0%
2	2065	12.8%
3	1620	10.1%
4	1358	8.4%
5	1333	8.3%
6	1307	8.1%
7	1142	7.1%
8	1095	6.8%
9	1073	6.7%
0	1070	6.7%

Lowercase Letter

Value	Count	Frequency (%)
a	4	33.3%
n	2	16.7%
e	2	16.7%
b	2	16.7%
y	1	8.3%
r	1	8.3%

Uppercase Letter

Value	Count	Frequency (%)
J	2	33.3%
M	2	33.3%
F	2	33.3%

Dash Punctuation

Value	Count	Frequency (%)
-	1916	100.0%

Space Separator

Value	Count	Frequency (%)
	709	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	127	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	30	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	30	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	18888	66.1%
Hangul	9659	33.8%
Latin	18	0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
산	4431	45.9%
임	3160	32.7%
구	665	6.9%
지	242	2.5%
외	169	1.7%
번	136	1.4%
천	119	1.2%
전	110	1.1%
필	108	1.1%
답	80	0.8%
Other values (34)	439	4.5%

Common

Value	Count	Frequency (%)
1	4013	21.2%
2	2065	10.9%
-	1916	10.1%
3	1620	8.6%
4	1358	7.2%
5	1333	7.1%
6	1307	6.9%
7	1142	6.0%
8	1095	5.8%
9	1073	5.7%
Other values (5)	1966	10.4%

Latin

Value	Count	Frequency (%)
a	4	22.2%
J	2	11.1%
n	2	11.1%
e	2	11.1%
M	2	11.1%
b	2	11.1%
F	2	11.1%
y	1	5.6%
r	1	5.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	18906	66.2%
Hangul	9658	33.8%
Compat Jamo	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
산	4431	45.9%
임	3160	32.7%
구	665	6.9%
지	242	2.5%
외	169	1.7%
번	136	1.4%
천	119	1.2%
전	110	1.1%
필	108	1.1%
답	80	0.8%
Other values (33)	438	4.5%

ASCII

Value	Count	Frequency (%)
1	4013	21.2%
2	2065	10.9%
-	1916	10.1%
3	1620	8.6%
4	1358	7.2%
5	1333	7.1%
6	1307	6.9%
7	1142	6.0%
8	1095	5.8%
9	1073	5.7%
Other values (14)	1984	10.5%

Compat Jamo

Value	Count	Frequency (%)
ㅣ	1	100.0%

(위도)도
Real number (ℝ)

HIGH CORRELATION SKEWED

Distinct	8
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	35.724981

Minimum	1
Maximum	128
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	47.6 KiB

Quantile statistics

Minimum	1
5-th percentile	35
Q1	35
median	36
Q3	36
95-th percentile	36
Maximum	128
Range	127
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.6147991
Coefficient of variation (CV)	0.045200837
Kurtosis	2104.8466
Mean	35.724981
Median Absolute Deviation (MAD)	0
Skewness	28.390637
Sum	192772
Variance	2.607576
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
36	3688	68.3%
35	1572	29.1%
37	128	2.4%
1	3	0.1%
34	2	< 0.1%
11	1	< 0.1%
128	1	< 0.1%
38	1	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	3	0.1%
11	1	< 0.1%
34	2	< 0.1%
35	1572	29.1%
36	3688	68.3%
37	128	2.4%
38	1	< 0.1%
128	1	< 0.1%

Value	Count	Frequency (%)
128	1	< 0.1%
38	1	< 0.1%
37	128	2.4%
36	3688	68.3%
35	1572	29.1%
34	2	< 0.1%
11	1	< 0.1%
1	3	0.1%

(위도)분
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	60
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	33.228503

Minimum	0
Maximum	59
Zeros	122
Zeros (%)	2.3%
Negative	0
Negative (%)	0.0%
Memory size	47.6 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	19
median	38
Q3	47
95-th percentile	57
Maximum	59
Range	59
Interquartile range (IQR)	28

Descriptive statistics

Standard deviation	17.688549
Coefficient of variation (CV)	0.5323306
Kurtosis	-1.0789206
Mean	33.228503
Median Absolute Deviation (MAD)	13
Skewness	-0.40771418
Sum	179301
Variance	312.88476
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
47	182	3.4%
43	173	3.2%
44	170	3.2%
45	170	3.2%
55	164	3.0%
46	147	2.7%
42	136	2.5%
41	132	2.4%
39	128	2.4%
56	126	2.3%
Other values (50)	3868	71.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	122	2.3%
1	105	1.9%
2	98	1.8%
3	89	1.6%
4	78	1.4%
5	85	1.6%
6	60	1.1%
7	59	1.1%
8	66	1.2%
9	47	0.9%

Value	Count	Frequency (%)
59	98	1.8%
58	110	2.0%
57	117	2.2%
56	126	2.3%
55	164	3.0%
54	93	1.7%
53	80	1.5%
52	104	1.9%
51	103	1.9%
50	107	2.0%

(위도)초
Real number (ℝ)

Distinct	3375
Distinct (%)	62.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	30.017284

Minimum	0
Maximum	59.999
Zeros	5
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	47.6 KiB

Quantile statistics

Minimum	0
5-th percentile	2.999
Q1	15.22
median	30.2725
Q3	44.799
95-th percentile	56.806
Maximum	59.999
Range	59.999
Interquartile range (IQR)	29.579

Descriptive statistics

Standard deviation	17.215214
Coefficient of variation (CV)	0.57351004
Kurtosis	-1.190576
Mean	30.017284
Median Absolute Deviation (MAD)	14.7275
Skewness	-0.0053500998
Sum	161973.27
Variance	296.3636
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
15.999	10	0.2%
24.999	10	0.2%
40.999	10	0.2%
7.499	10	0.2%
4.999	10	0.2%
37.999	10	0.2%
12.999	9	0.2%
44.999	9	0.2%
18.999	9	0.2%
27.099	9	0.2%
Other values (3365)	5300	98.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	5	0.1%
0.006	1	< 0.1%
0.044	1	< 0.1%
0.054	1	< 0.1%
0.099	4	0.1%
0.1	2	< 0.1%
0.156	1	< 0.1%
0.179	1	< 0.1%
0.185	1	< 0.1%
0.199	2	< 0.1%

Value	Count	Frequency (%)
59.999	4	0.1%
59.994	1	< 0.1%
59.976	1	< 0.1%
59.974	1	< 0.1%
59.925	1	< 0.1%
59.9	1	< 0.1%
59.899	6	0.1%
59.897	1	< 0.1%
59.818	1	< 0.1%
59.786	1	< 0.1%

(경도)도
Real number (ℝ)

SKEWED

Distinct	7
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	128.09377

Minimum	1
Maximum	130
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	47.6 KiB

Quantile statistics

Minimum	1
5-th percentile	128
Q1	128
median	128
Q3	129
95-th percentile	129
Maximum	130
Range	129
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	4.6374898
Coefficient of variation (CV)	0.036203866
Kurtosis	567.25352
Mean	128.09377
Median Absolute Deviation (MAD)	0
Skewness	-23.432558
Sum	691194
Variance	21.506312
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
128	3411	63.2%
129	1704	31.6%
127	228	4.2%
130	43	0.8%
35	6	0.1%
1	3	0.1%
11	1	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	3	0.1%
11	1	< 0.1%
35	6	0.1%
127	228	4.2%
128	3411	63.2%
129	1704	31.6%
130	43	0.8%

Value	Count	Frequency (%)
130	43	0.8%
129	1704	31.6%
128	3411	63.2%
127	228	4.2%
35	6	0.1%
11	1	< 0.1%
1	3	0.1%

(경도)분
Real number (ℝ)

ZEROS

Distinct	60
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	25.649741

Minimum	0
Maximum	59
Zeros	129
Zeros (%)	2.4%
Negative	0
Negative (%)	0.0%
Memory size	47.6 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	10
median	21
Q3	43
95-th percentile	57
Maximum	59
Range	59
Interquartile range (IQR)	33

Descriptive statistics

Standard deviation	18.15591
Coefficient of variation (CV)	0.70783991
Kurtosis	-1.1617781
Mean	25.649741
Median Absolute Deviation (MAD)	14
Skewness	0.39069537
Sum	138406
Variance	329.63707
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20	159	2.9%
7	139	2.6%
21	136	2.5%
19	135	2.5%
8	133	2.5%
6	132	2.4%
5	131	2.4%
4	130	2.4%
3	130	2.4%
18	130	2.4%
Other values (50)	4041	74.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	129	2.4%
1	125	2.3%
2	124	2.3%
3	130	2.4%
4	130	2.4%
5	131	2.4%
6	132	2.4%
7	139	2.6%
8	133	2.5%
9	104	1.9%

Value	Count	Frequency (%)
59	110	2.0%
58	80	1.5%
57	117	2.2%
56	73	1.4%
55	97	1.8%
54	101	1.9%
53	80	1.5%
52	82	1.5%
51	62	1.1%
50	59	1.1%

(경도)초
Real number (ℝ)

Distinct	3075
Distinct (%)	57.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	30.024905

Minimum	0
Maximum	59.999
Zeros	6
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	47.6 KiB

Quantile statistics

Minimum	0
5-th percentile	3.1085
Q1	15.33575
median	29.965
Q3	44.71925
95-th percentile	57.0445
Maximum	59.999
Range	59.999
Interquartile range (IQR)	29.3835

Descriptive statistics

Standard deviation	17.104609
Coefficient of variation (CV)	0.56968071
Kurtosis	-1.1688661
Mean	30.024905
Median Absolute Deviation (MAD)	14.7345
Skewness	0.01381863
Sum	162014.39
Variance	292.56766
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
20.0	21	0.4%
18.0	19	0.4%
24.0	19	0.4%
27.0	17	0.3%
15.0	17	0.3%
59.0	15	0.3%
23.0	15	0.3%
44.0	14	0.3%
30.0	14	0.3%
26.0	14	0.3%
Other values (3065)	5231	96.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	6	0.1%
0.011	1	< 0.1%
0.013	1	< 0.1%
0.04	1	< 0.1%
0.042	1	< 0.1%
0.043	1	< 0.1%
0.069	1	< 0.1%
0.087	1	< 0.1%
0.088	1	< 0.1%
0.1	2	< 0.1%

Value	Count	Frequency (%)
59.999	2	< 0.1%
59.995	1	< 0.1%
59.9	2	< 0.1%
59.895	1	< 0.1%
59.8	5	0.1%
59.764	1	< 0.1%
59.76	1	< 0.1%
59.728	1	< 0.1%
59.702	1	< 0.1%
59.7	3	0.1%

취약지역유형
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	42.3 KiB

토석류	4623
산사태	773

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
토석류	4623	85.7%
산사태	773	14.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
토석류	4623	85.7%
산사태	773	14.3%

지정면적(제곱미터)
Real number (ℝ)

ZEROS

Distinct	3078
Distinct (%)	57.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	14454.454

Minimum	0
Maximum	2365000
Zeros	948
Zeros (%)	17.6%
Negative	0
Negative (%)	0.0%
Memory size	47.6 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	335
median	1250
Q3	2866
95-th percentile	40198.5
Maximum	2365000
Range	2365000
Interquartile range (IQR)	2531

Descriptive statistics

Standard deviation	97884.798
Coefficient of variation (CV)	6.771947
Kurtosis	266.00949
Mean	14454.454
Median Absolute Deviation (MAD)	1127
Skewness	14.72064
Sum	77996235
Variance	9.5814337 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	948	17.6%
1250.0	116	2.1%
1249.0	69	1.3%
1000.0	52	1.0%
10000.0	34	0.6%
500.0	23	0.4%
3000.0	21	0.4%
703.0	18	0.3%
2000.0	17	0.3%
5000.0	12	0.2%
Other values (3068)	4086	75.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	948	17.6%
0.052	1	< 0.1%
0.3	1	< 0.1%
3.0	1	< 0.1%
11.4	1	< 0.1%
21.0	1	< 0.1%
27.0	1	< 0.1%
28.0	1	< 0.1%
31.0	1	< 0.1%
32.0	1	< 0.1%

Value	Count	Frequency (%)
2365000.0	1	< 0.1%
2126000.0	1	< 0.1%
2069617.0	1	< 0.1%
1980918.0	1	< 0.1%
1895000.0	1	< 0.1%
1842000.0	1	< 0.1%
1696760.0	1	< 0.1%
1347519.0	1	< 0.1%
1343901.0	1	< 0.1%
1333465.0	1	< 0.1%

데이터기준일자
Date

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	42.3 KiB

Minimum	2023-12-31 00:00:00
Maximum	2023-12-31 00:00:00

Histogram

Histogram with fixed size bins (bins=1)

Heatmap
Table

	연번	시군구	(위도)도	(위도)분	(위도)초	(경도)도	(경도)분	(경도)초	취약지역유형	지정면적(제곱미터)
연번	1.000	0.983	0.084	0.695	0.000	0.105	0.683	0.032	0.123	0.060
시군구	0.983	1.000	0.177	0.831	0.087	0.194	0.796	0.050	0.174	0.156
(위도)도	0.084	0.177	1.000	0.086	0.086	0.963	0.083	0.090	0.000	0.000
(위도)분	0.695	0.831	0.086	1.000	0.000	0.101	0.302	0.000	0.077	0.075
(위도)초	0.000	0.087	0.086	0.000	1.000	0.078	0.062	0.036	0.000	0.000
(경도)도	0.105	0.194	0.963	0.101	0.078	1.000	0.089	0.101	0.000	0.000
(경도)분	0.683	0.796	0.083	0.302	0.062	0.089	1.000	0.082	0.121	0.037
(경도)초	0.032	0.050	0.090	0.000	0.036	0.101	0.082	1.000	0.000	0.034
취약지역유형	0.123	0.174	0.000	0.077	0.000	0.000	0.121	0.000	1.000	0.024
지정면적(제곱미터)	0.060	0.156	0.000	0.075	0.000	0.000	0.037	0.034	0.024	1.000

Heatmap
Table

	시군구	취약지역유형
시군구	1.000	0.138
취약지역유형	0.138	1.000

Heatmap
Table

	연번	(위도)도	(위도)분	(위도)초	(경도)도	(경도)분	(경도)초	지정면적(제곱미터)	시군구	취약지역유형
연번	1.000	0.140	0.111	-0.014	-0.102	0.121	0.038	0.114	0.900	0.094
(위도)도	0.140	1.000	-0.595	0.014	0.000	0.002	0.007	0.164	0.092	0.000
(위도)분	0.111	-0.595	1.000	-0.025	0.010	0.050	0.025	-0.145	0.494	0.059
(위도)초	-0.014	0.014	-0.025	1.000	-0.016	0.015	-0.009	-0.005	0.032	0.000
(경도)도	-0.102	0.000	0.010	-0.016	1.000	-0.428	-0.025	0.006	0.102	0.000
(경도)분	0.121	0.002	0.050	0.015	-0.428	1.000	0.038	0.009	0.446	0.092
(경도)초	0.038	0.007	0.025	-0.009	-0.025	0.038	1.000	-0.008	0.018	0.000
지정면적(제곱미터)	0.114	0.164	-0.145	-0.005	0.006	0.009	-0.008	1.000	0.061	0.024
시군구	0.900	0.092	0.494	0.032	0.102	0.446	0.018	0.061	1.000	0.138
취약지역유형	0.094	0.000	0.059	0.000	0.000	0.092	0.000	0.024	0.138	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

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

First rows
Last rows

	연번	시도	시군구	읍면동	리	지번	(위도)도	(위도)분	(위도)초	(경도)도	(경도)분	(경도)초	취약지역유형	지정면적(제곱미터)	데이터기준일자
0	1	경상북도	포항시	남구	구룡포읍	산109-11임	35	59	49.927	129	32	46.592	토석류	2887.0	2023-12-31
1	2	경상북도	포항시	남구	구룡포읍	산74-20임	35	59	58.794	129	33	26.453	토석류	3095.0	2023-12-31
2	3	경상북도	포항시	남구	구룡포읍	산93-16임	35	59	33.335	129	33	9.969	토석류	50.0	2023-12-31
3	4	경상북도	포항시	남구	구룡포읍	산107임	36	1	5.499	129	32	17.0	토석류	3588.0	2023-12-31
4	5	경상북도	포항시	남구	구룡포읍	산59임	36	0	45.699	129	33	31.4	토석류	1250.0	2023-12-31
5	6	경상북도	포항시	남구	구룡포읍	산35임	36	0	40.399	129	33	54.5	토석류	3527.0	2023-12-31
6	7	경상북도	포항시	남구	구룡포읍	1098	36	0	53.3	129	34	18.86	토석류	13476.0	2023-12-31
7	8	경상북도	포항시	남구	구룡포읍	1492외 3	35	57	40.799	129	30	57.0	토석류	5473.0	2023-12-31
8	9	경상북도	포항시	남구	구룡포읍	산43임	35	57	40.428	129	31	8.058	토석류	4195.0	2023-12-31
9	10	경상북도	포항시	남구	구룡포읍	산33임	35	59	37.399	129	31	48.3	토석류	5882.0	2023-12-31

	연번	시도	시군구	읍면동	리	지번	(위도)도	(위도)분	(위도)초	(경도)도	(경도)분	(경도)초	취약지역유형	지정면적(제곱미터)	데이터기준일자
5386	5387	경상북도	울릉군	울릉읍	저동리	산26 외 2필지	37	30	33.5	130	54	24.5	토석류	1656.0	2023-12-31
5387	5388	경상북도	울릉군	울릉읍	사동리	산29-1 외 1필지	37	29	6.399	130	53	16.494	토석류	1596.0	2023-12-31
5388	5389	경상북도	울릉군	북면	천부리	산92	37	32	0.889	130	53	44.494	토석류	3358.4	2023-12-31
5389	5390	경상북도	울릉군	울릉읍	도동리	산12-5	37	28	55.373	130	54	6.392	토석류	2605.5	2023-12-31
5390	5391	경상북도	울릉군	북면	천부리	산65	37	32	24.607	130	53	40.644	토석류	1773.1	2023-12-31
5391	5392	경상북도	울릉군	서면	남양리	384	37	28	46.7	130	50	46.6	토석류	563.0	2023-12-31
5392	5393	경상북도	울릉군	북면	현포리	산6	37	31	14.6	130	50	34.5	토석류	6581.5	2023-12-31
5393	5394	경상북도	울릉군	북면	현포리	640-1	37	31	23.9	130	49	17.7	토석류	782.0	2023-12-31
5394	5395	경상북도	울릉군	울릉읍	사동리	858	37	27	42.0	130	52	14.0	토석류	240.0	2023-12-31
5395	5396	경상북도	울릉군	울릉읍	사동리	산64-1	37	28	41.0	130	52	26.0	토석류	3829.0	2023-12-31

Overview

Variables

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

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

Lowercase Letter

Uppercase Letter

Dash Punctuation

Space Separator

Other Punctuation

Close Punctuation

Open Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block

Hangul

ASCII

Compat Jamo

Common Values

Length

Common Values (Plot)

Interactions

Correlations

Missing values

Sample