gimi9 Pandas Profiling

Dataset statistics

Number of variables	54
Number of observations	5370
Missing cells	47598
Missing cells (%)	16.4%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	2.4 MiB
Average record size in memory	470.0 B

Variable types

Text	8
Categorical	18
Numeric	28

Dataset

Description	공공데이터 중장기 개방계획에 따라 공개하는 경상남도 하천관리 시스템의 제방 현황입니다. 하천관리시스템의 제방 정보를 포함하고있습니다.
Author	경상남도
URL	https://bigdata.gyeongnam.go.kr/index.gn?menuCd=DOM_000000114002001000&publicdatapk=15093452

Alerts

`하천등급` has constant value ""	Constant
`구분코드` is highly imbalanced (95.0%)	Imbalance
`기점_산지` is highly imbalanced (58.0%)	Imbalance
`개수구간_비고` is highly imbalanced (95.0%)	Imbalance
`비탈구배_제외지` is highly imbalanced (76.9%)	Imbalance
`종점_산지` is highly imbalanced (60.5%)	Imbalance
`소단폭` is highly imbalanced (85.2%)	Imbalance
`소단폭_제내지` is highly imbalanced (81.4%)	Imbalance
`소단폭_제외지` is highly imbalanced (81.7%)	Imbalance
`주요시설현황_기타` is highly imbalanced (72.4%)	Imbalance
`기점_동코드` has 664 (12.4%) missing values	Missing
`기점_기타주소` has 523 (9.7%) missing values	Missing
`기점_지번_본번` has 5033 (93.7%) missing values	Missing
`기점_지번_부번` has 4886 (91.0%) missing values	Missing
`종점_동코드` has 681 (12.7%) missing values	Missing
`종점_기타주소` has 512 (9.5%) missing values	Missing
`종점_지번_본번` has 5032 (93.7%) missing values	Missing
`종점_지번_부번` has 4912 (91.5%) missing values	Missing
`종점_측점번호` has 291 (5.4%) missing values	Missing
`보호면적 및 시설` has 385 (7.2%) missing values	Missing
`수리수문현황_하구로부터제방종점까지의거리` has 291 (5.4%) missing values	Missing
`비탈구배_제내지` has 3107 (57.9%) missing values	Missing
`수리수문현황_계획홍수량2` has 138 (2.6%) missing values	Missing
`수리수문현황_계획홍수위시점` has 260 (4.8%) missing values	Missing
`수리수문현황_계획홍수위종점` has 262 (4.9%) missing values	Missing
`수리수문현황_계획하폭2` has 67 (1.2%) missing values	Missing
`제방_둑마루표고_상류측` has 266 (5.0%) missing values	Missing
`제방_둑마루표고_하류측` has 293 (5.5%) missing values	Missing
`제방_둑마루턱의폭_마루1` has 93 (1.7%) missing values	Missing
`제방_둑마루턱의폭_마루2` has 254 (4.7%) missing values	Missing
`천단폭` has 368 (6.9%) missing values	Missing
`축제고_최대` has 368 (6.9%) missing values	Missing
`축제고_평균` has 368 (6.9%) missing values	Missing
`주요시설현황_배수통관` has 4460 (83.1%) missing values	Missing
`주요시설현황_배수암거` has 4475 (83.3%) missing values	Missing
`주요시설현황_보` has 4473 (83.3%) missing values	Missing
`주요시설현황_낙차공` has 4465 (83.1%) missing values	Missing
`시설등록 및 관리담당_등록일자` has 518 (9.6%) missing values	Missing
`보호면적 및 시설` is highly skewed (γ1 = 37.88733789)	Skewed
`제방_둑마루턱의폭_마루1` is highly skewed (γ1 = 53.60188431)	Skewed
`축제고_최대` is highly skewed (γ1 = 48.75720144)	Skewed
`축제고_평균` is highly skewed (γ1 = 61.02061059)	Skewed
`기점_지번_본번` has 291 (5.4%) zeros	Zeros
`기점_지번_부번` has 460 (8.6%) zeros	Zeros
`종점_지번_본번` has 291 (5.4%) zeros	Zeros
`종점_지번_부번` has 428 (8.0%) zeros	Zeros
`보호면적 및 시설` has 4305 (80.2%) zeros	Zeros
`수리수문현황_하구로부터제방종점까지의거리` has 2265 (42.2%) zeros	Zeros
`수리수문현황_계획홍수량1` has 1523 (28.4%) zeros	Zeros
`수리수문현황_계획홍수량2` has 3597 (67.0%) zeros	Zeros
`수리수문현황_계획홍수위시점` has 1647 (30.7%) zeros	Zeros
`수리수문현황_계획홍수위종점` has 1763 (32.8%) zeros	Zeros
`수리수문현황_계획하폭1` has 1532 (28.5%) zeros	Zeros
`수리수문현황_계획하폭2` has 2007 (37.4%) zeros	Zeros
`제방_연장` has 120 (2.2%) zeros	Zeros
`제방_둑마루표고_상류측` has 1814 (33.8%) zeros	Zeros
`제방_둑마루표고_하류측` has 1800 (33.5%) zeros	Zeros
`제방_둑마루턱의폭_마루1` has 2540 (47.3%) zeros	Zeros
`제방_둑마루턱의폭_마루2` has 3377 (62.9%) zeros	Zeros
`천단폭` has 4683 (87.2%) zeros	Zeros
`축제고_최대` has 4616 (86.0%) zeros	Zeros
`축제고_평균` has 4616 (86.0%) zeros	Zeros
`주요시설현황_배수통관` has 852 (15.9%) zeros	Zeros
`주요시설현황_배수암거` has 852 (15.9%) zeros	Zeros
`주요시설현황_보` has 852 (15.9%) zeros	Zeros
`주요시설현황_낙차공` has 852 (15.9%) zeros	Zeros
`시설등록 및 관리담당_등록일자` has 4820 (89.8%) zeros	Zeros

Reproduction

Analysis started	2023-12-11 00:24:20.630324
Analysis finished	2023-12-11 00:24:22.055209
Duration	1.42 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

하천관리코드
Text

Distinct	687
Distinct (%)	12.8%
Missing	0
Missing (%)	0.0%
Memory size	42.1 KiB

Length

Max length	19
Median length	19
Mean length	19
Min length	19

Characters and Unicode

Total characters	102030
Distinct characters	12
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

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

Unique

Unique	8 ?
Unique (%)	0.1%

Sample

1st row	20231102014F02Q0101
2nd row	40226702016F01Q0101
3rd row	40226502016F02Q0101
4th row	20231102014F02Q0101
5th row	20268902015F02Q0101

Value	Count	Frequency (%)
20228802004f01q0101	48	0.9%
20239602006f02q0101	44	0.8%
20275001994f01q0101	44	0.8%
20248701986f01q0101	37	0.7%
40226902007f02q0101	35	0.7%
20231502019f02q0101	34	0.6%
20231502004f02q0101	31	0.6%
20272002012f02q0101	31	0.6%
20237601988f01q0101	31	0.6%
20272002012f02q0102	31	0.6%
Other values (677)	5004	93.2%

Most occurring characters

Value	Count	Frequency (%)
0	34413	33.7%
1	19155	18.8%
2	19100	18.7%
F	5370	5.3%
Q	5370	5.3%
9	4330	4.2%
7	3134	3.1%
4	2592	2.5%
6	2407	2.4%
3	2308	2.3%
Other values (2)	3851	3.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	91290	89.5%
Uppercase Letter	10740	10.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	34413	37.7%
1	19155	21.0%
2	19100	20.9%
9	4330	4.7%
7	3134	3.4%
4	2592	2.8%
6	2407	2.6%
3	2308	2.5%
5	2224	2.4%
8	1627	1.8%

Uppercase Letter

Value	Count	Frequency (%)
F	5370	50.0%
Q	5370	50.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	91290	89.5%
Latin	10740	10.5%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	34413	37.7%
1	19155	21.0%
2	19100	20.9%
9	4330	4.7%
7	3134	3.4%
4	2592	2.8%
6	2407	2.6%
3	2308	2.5%
5	2224	2.4%
8	1627	1.8%

Latin

Value	Count	Frequency (%)
F	5370	50.0%
Q	5370	50.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	102030	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	34413	33.7%
1	19155	18.8%
2	19100	18.7%
F	5370	5.3%
Q	5370	5.3%
9	4330	4.2%
7	3134	3.1%
4	2592	2.5%
6	2407	2.4%
3	2308	2.3%
Other values (2)	3851	3.8%

구분코드
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	42.1 KiB

B01	5320
B99	46
B02	4

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	B01
2nd row	B01
3rd row	B01
4th row	B01
5th row	B01

Common Values

Value	Count	Frequency (%)
B01	5320	99.1%
B99	46	0.9%
B02	4	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
b01	5320	99.1%
b99	46	0.9%
b02	4	0.1%

일련번호
Real number (ℝ)

Distinct	281
Distinct (%)	5.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	15.96797

Minimum	0
Maximum	280
Zeros	9
Zeros (%)	0.2%
Negative	0
Negative (%)	0.0%
Memory size	47.3 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	3
median	6
Q3	13
95-th percentile	55
Maximum	280
Range	280
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	36.410693
Coefficient of variation (CV)	2.280233
Kurtosis	25.029078
Mean	15.96797
Median Absolute Deviation (MAD)	4
Skewness	4.8525302
Sum	85748
Variance	1325.7386
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	586	10.9%
2	574	10.7%
3	481	9.0%
4	448	8.3%
5	391	7.3%
6	329	6.1%
7	274	5.1%
8	246	4.6%
9	203	3.8%
10	164	3.1%
Other values (271)	1674	31.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9	0.2%
1	586	10.9%
2	574	10.7%
3	481	9.0%
4	448	8.3%
5	391	7.3%
6	329	6.1%
7	274	5.1%
8	246	4.6%
9	203	3.8%

Value	Count	Frequency (%)
280	1	< 0.1%
279	1	< 0.1%
278	1	< 0.1%
277	1	< 0.1%
276	1	< 0.1%
275	1	< 0.1%
274	1	< 0.1%
273	1	< 0.1%
272	1	< 0.1%
271	1	< 0.1%

제방명
Text

Distinct	4439
Distinct (%)	82.7%
Missing	0
Missing (%)	0.0%
Memory size	42.1 KiB

Length

Max length	12
Median length	11
Mean length	4.8363128
Min length	2

Characters and Unicode

Total characters	25971
Distinct characters	283
Distinct categories	8 ?
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	3983 ?
Unique (%)	74.2%

Sample

1st row	대산좌1
2nd row	신성우2제
3rd row	악양우1제
4th row	대산우1
5th row	용덕우4제

Value	Count	Frequency (%)
계수천	50	0.9%
우1	29	0.5%
좌1	28	0.5%
우2	22	0.4%
좌2	20	0.4%
양곡지구	19	0.4%
무제부	19	0.4%
주항제	14	0.3%
좌안1제	13	0.2%
우3	11	0.2%
Other values (4428)	5189	95.8%

Most occurring characters

Value	Count	Frequency (%)
제	4281	16.5%
안	1713	6.6%
1	1706	6.6%
좌	1703	6.6%
우	1680	6.5%
2	1178	4.5%
구	751	2.9%
지	734	2.8%
3	661	2.5%
천	500	1.9%
Other values (273)	11064	42.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	21132	81.4%
Decimal Number	4704	18.1%
Space Separator	44	0.2%
Connector Punctuation	29	0.1%
Open Punctuation	28	0.1%
Close Punctuation	28	0.1%
Dash Punctuation	3	< 0.1%
Other Punctuation	3	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
제	4281	20.3%
안	1713	8.1%
좌	1703	8.1%
우	1680	8.0%
구	751	3.6%
지	734	3.5%
천	500	2.4%
산	484	2.3%
곡	465	2.2%
대	240	1.1%
Other values (257)	8581	40.6%

Decimal Number

Value	Count	Frequency (%)
1	1706	36.3%
2	1178	25.0%
3	661	14.1%
4	401	8.5%
5	278	5.9%
6	188	4.0%
7	131	2.8%
8	79	1.7%
9	45	1.0%
0	37	0.8%

Space Separator

Value	Count	Frequency (%)
	44	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	29	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	28	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	28	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	3	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	21132	81.4%
Common	4839	18.6%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
제	4281	20.3%
안	1713	8.1%
좌	1703	8.1%
우	1680	8.0%
구	751	3.6%
지	734	3.5%
천	500	2.4%
산	484	2.3%
곡	465	2.2%
대	240	1.1%
Other values (257)	8581	40.6%

Common

Value	Count	Frequency (%)
1	1706	35.3%
2	1178	24.3%
3	661	13.7%
4	401	8.3%
5	278	5.7%
6	188	3.9%
7	131	2.7%
8	79	1.6%
9	45	0.9%
	44	0.9%
Other values (6)	128	2.6%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	21132	81.4%
ASCII	4839	18.6%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
제	4281	20.3%
안	1713	8.1%
좌	1703	8.1%
우	1680	8.0%
구	751	3.6%
지	734	3.5%
천	500	2.4%
산	484	2.3%
곡	465	2.2%
대	240	1.1%
Other values (257)	8581	40.6%

ASCII

Value	Count	Frequency (%)
1	1706	35.3%
2	1178	24.3%
3	661	13.7%
4	401	8.3%
5	278	5.7%
6	188	3.9%
7	131	2.7%
8	79	1.6%
9	45	0.9%
	44	0.9%
Other values (6)	128	2.6%

하천명
Text

Distinct	432
Distinct (%)	8.0%
Missing	0
Missing (%)	0.0%
Memory size	42.1 KiB

Length

Max length	8
Median length	3
Mean length	3.0247672
Min length	2

Characters and Unicode

Total characters	16243
Distinct characters	199
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	4 ?
Unique (%)	0.1%

Sample

1st row	대산천
2nd row	신성천
3rd row	악양천
4th row	대산천
5th row	용덕천

Value	Count	Frequency (%)
대산천	90	1.7%
횡천강	87	1.6%
양산천	82	1.5%
가천천	80	1.5%
유곡천	67	1.2%
운봉천	64	1.2%
단장천	62	1.2%
죽천천	61	1.1%
미곡천	59	1.1%
창녕천	53	1.0%
Other values (422)	4665	86.9%

Most occurring characters

Value	Count	Frequency (%)
천	5656	34.8%
곡	599	3.7%
산	539	3.3%
양	295	1.8%
대	233	1.4%
가	217	1.3%
신	216	1.3%
계	213	1.3%
정	197	1.2%
장	195	1.2%
Other values (189)	7883	48.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	16156	99.5%
Space Separator	39	0.2%
Open Punctuation	24	0.1%
Close Punctuation	24	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
천	5656	35.0%
곡	599	3.7%
산	539	3.3%
양	295	1.8%
대	233	1.4%
가	217	1.3%
신	216	1.3%
계	213	1.3%
정	197	1.2%
장	195	1.2%
Other values (186)	7796	48.3%

Space Separator

Value	Count	Frequency (%)
	39	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	24	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	24	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	16156	99.5%
Common	87	0.5%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
천	5656	35.0%
곡	599	3.7%
산	539	3.3%
양	295	1.8%
대	233	1.4%
가	217	1.3%
신	216	1.3%
계	213	1.3%
정	197	1.2%
장	195	1.2%
Other values (186)	7796	48.3%

Common

Value	Count	Frequency (%)
	39	44.8%
(	24	27.6%
)	24	27.6%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	16156	99.5%
ASCII	87	0.5%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
천	5656	35.0%
곡	599	3.7%
산	539	3.3%
양	295	1.8%
대	233	1.4%
가	217	1.3%
신	216	1.3%
계	213	1.3%
정	197	1.2%
장	195	1.2%
Other values (186)	7796	48.3%

ASCII

Value	Count	Frequency (%)
	39	44.8%
(	24	27.6%
)	24	27.6%

하천등급
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	42.1 KiB

지방하천	5370

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
지방하천	5370	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
지방하천	5370	100.0%

좌우안 코드
Categorical

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	42.1 KiB

D01	2712
D02	2619
D00	39

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	D01
2nd row	D02
3rd row	D02
4th row	D02
5th row	D02

Common Values

Value	Count	Frequency (%)
D01	2712	50.5%
D02	2619	48.8%
D00	39	0.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
d01	2712	50.5%
d02	2619	48.8%
d00	39	0.7%

기점_동코드
Real number (ℝ)

MISSING

Distinct	984
Distinct (%)	20.9%
Missing	664
Missing (%)	12.4%
Infinite	0
Infinite (%)	0.0%
Mean	4.8570311 × 10⁹

Minimum	4.783037 × 10⁹
Maximum	4.889046 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	47.3 KiB

Quantile statistics

Minimum	4.783037 × 10⁹
5-th percentile	4.8154963 × 10⁹
Q1	4.825037 × 10⁹
median	4.873032 × 10⁹
Q3	4.886031 × 10⁹
95-th percentile	4.889033 × 10⁹
Maximum	4.889046 × 10⁹
Range	1.0600899 × 10⁸
Interquartile range (IQR)	60993998

Descriptive statistics

Standard deviation	29682938
Coefficient of variation (CV)	0.0061113338
Kurtosis	-1.7196612
Mean	4.8570311 × 10⁹
Median Absolute Deviation (MAD)	15009004
Skewness	-0.28938288
Sum	2.2857188 × 10¹³
Variance	8.8107682 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4833011200	30	0.6%
4874032028	27	0.5%
4882042026	24	0.4%
4888037028	24	0.4%
4873037023	23	0.4%
4831037023	22	0.4%
4817043028	22	0.4%
4831032023	21	0.4%
4885040024	20	0.4%
4831036026	19	0.4%
Other values (974)	4474	83.3%
(Missing)	664	12.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4783037043	1	< 0.1%
4811010200	2	< 0.1%
4811010500	6	0.1%
4811010700	4	0.1%
4811010800	6	0.1%
4811011200	2	< 0.1%
4811011300	2	< 0.1%
4811011400	2	< 0.1%
4811011500	2	< 0.1%
4811011800	2	< 0.1%

Value	Count	Frequency (%)
4889046035	1	< 0.1%
4889046033	6	0.1%
4889045029	4	0.1%
4889045028	14	0.3%
4889045027	5	0.1%
4889045026	4	0.1%
4889045025	4	0.1%
4889045024	1	< 0.1%
4889045023	9	0.2%
4889044028	10	0.2%

기점_기타주소
Text

MISSING

Distinct	2046
Distinct (%)	42.2%
Missing	523
Missing (%)	9.7%
Memory size	42.1 KiB

Length

Max length	38
Median length	37
Mean length	17.4281
Min length	4

Characters and Unicode

Total characters	84474
Distinct characters	277
Distinct categories	10 ?
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	1260 ?
Unique (%)	26.0%

Sample

1st row	경남 거창군 남상면 둔동리 (No.74+20)
2nd row	경남 하동군 악양면 신성리 355번지선
3rd row	경남 하동군 악양면 신대리 831-3번지선
4th row	경남 거창군 남상면 오계리 (No.74+73)
5th row	경남 김해시 한림면 신천리 389-15도

Value	Count	Frequency (%)
경상남도	3560	18.0%
경남	657	3.3%
합천군	509	2.6%
거창군	424	2.1%
밀양시	342	1.7%
창녕군	334	1.7%
고성군	294	1.5%
함안군	292	1.5%
김해시	270	1.4%
진주시	269	1.4%
Other values (2351)	12864	64.9%

Most occurring characters

Value	Count	Frequency (%)
	15067	17.8%
남	4594	5.4%
리	4406	5.2%
경	4244	5.0%
상	3975	4.7%
면	3838	4.5%
도	3820	4.5%
군	2913	3.4%
시	2001	2.4%
산	1348	1.6%
Other values (267)	38268	45.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	58718	69.5%
Space Separator	15067	17.8%
Decimal Number	5868	6.9%
Close Punctuation	820	1.0%
Open Punctuation	820	1.0%
Math Symbol	818	1.0%
Uppercase Letter	672	0.8%
Other Punctuation	663	0.8%
Lowercase Letter	596	0.7%
Dash Punctuation	432	0.5%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
남	4594	7.8%
리	4406	7.5%
경	4244	7.2%
상	3975	6.8%
면	3838	6.5%
도	3820	6.5%
군	2913	5.0%
시	2001	3.4%
산	1348	2.3%
천	1268	2.2%
Other values (248)	26311	44.8%

Decimal Number

Value	Count	Frequency (%)
1	979	16.7%
0	757	12.9%
2	674	11.5%
3	595	10.1%
5	556	9.5%
4	541	9.2%
6	484	8.2%
8	447	7.6%
7	441	7.5%
9	394	6.7%

Uppercase Letter

Value	Count	Frequency (%)
N	634	94.3%
O	38	5.7%

Space Separator

Value	Count	Frequency (%)
	15067	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	820	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	820	100.0%

Math Symbol

Value	Count	Frequency (%)
+	818	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	663	100.0%

Lowercase Letter

Value	Count	Frequency (%)
o	596	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	432	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	58718	69.5%
Common	24488	29.0%
Latin	1268	1.5%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
남	4594	7.8%
리	4406	7.5%
경	4244	7.2%
상	3975	6.8%
면	3838	6.5%
도	3820	6.5%
군	2913	5.0%
시	2001	3.4%
산	1348	2.3%
천	1268	2.2%
Other values (248)	26311	44.8%

Common

Value	Count	Frequency (%)
	15067	61.5%
1	979	4.0%
)	820	3.3%
(	820	3.3%
+	818	3.3%
0	757	3.1%
2	674	2.8%
.	663	2.7%
3	595	2.4%
5	556	2.3%
Other values (6)	2739	11.2%

Latin

Value	Count	Frequency (%)
N	634	50.0%
o	596	47.0%
O	38	3.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	58717	69.5%
ASCII	25756	30.5%
Compat Jamo	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	15067	58.5%
1	979	3.8%
)	820	3.2%
(	820	3.2%
+	818	3.2%
0	757	2.9%
2	674	2.6%
.	663	2.6%
N	634	2.5%
o	596	2.3%
Other values (9)	3928	15.3%

Hangul

Value	Count	Frequency (%)
남	4594	7.8%
리	4406	7.5%
경	4244	7.2%
상	3975	6.8%
면	3838	6.5%
도	3820	6.5%
군	2913	5.0%
시	2001	3.4%
산	1348	2.3%
천	1268	2.2%
Other values (247)	26310	44.8%

Compat Jamo

Value	Count	Frequency (%)
ㅇ	1	100.0%

기점_지번_본번
Real number (ℝ)

MISSING ZEROS

Distinct	45
Distinct (%)	13.4%
Missing	5033
Missing (%)	93.7%
Infinite	0
Infinite (%)	0.0%
Mean	65.818991

Minimum	0
Maximum	1481
Zeros	291
Zeros (%)	5.4%
Negative	0
Negative (%)	0.0%
Memory size	47.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	486.8
Maximum	1481
Range	1481
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	229.79512
Coefficient of variation (CV)	3.4913194
Kurtosis	16.814761
Mean	65.818991
Median Absolute Deviation (MAD)	0
Skewness	4.0632131
Sum	22181
Variance	52805.797
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=45)

Value	Count	Frequency (%)
0	291	5.4%
28	2	< 0.1%
132	2	< 0.1%
693	1	< 0.1%
1481	1	< 0.1%
1051	1	< 0.1%
319	1	< 0.1%
458	1	< 0.1%
312	1	< 0.1%
998	1	< 0.1%
Other values (35)	35	0.7%
(Missing)	5033	93.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	291	5.4%
2	1	< 0.1%
3	1	< 0.1%
9	1	< 0.1%
10	1	< 0.1%
28	2	< 0.1%
47	1	< 0.1%
50	1	< 0.1%
66	1	< 0.1%
76	1	< 0.1%

Value	Count	Frequency (%)
1481	1	< 0.1%
1341	1	< 0.1%
1339	1	< 0.1%
1337	1	< 0.1%
1109	1	< 0.1%
1051	1	< 0.1%
998	1	< 0.1%
964	1	< 0.1%
932	1	< 0.1%
926	1	< 0.1%

기점_지번_부번
Real number (ℝ)

MISSING ZEROS

Distinct	11
Distinct (%)	2.3%
Missing	4886
Missing (%)	91.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.24173554

Minimum	0
Maximum	24
Zeros	460
Zeros (%)	8.6%
Negative	0
Negative (%)	0.0%
Memory size	47.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	24
Range	24
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.7929682
Coefficient of variation (CV)	7.4170649
Kurtosis	129.77344
Mean	0.24173554
Median Absolute Deviation (MAD)	0
Skewness	10.865453
Sum	117
Variance	3.2147349
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
0	460	8.6%
1	10	0.2%
4	4	0.1%
2	3	0.1%
5	1	< 0.1%
6	1	< 0.1%
16	1	< 0.1%
3	1	< 0.1%
23	1	< 0.1%
24	1	< 0.1%
(Missing)	4886	91.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	460	8.6%
1	10	0.2%
2	3	0.1%
3	1	< 0.1%
4	4	0.1%
5	1	< 0.1%
6	1	< 0.1%
8	1	< 0.1%
16	1	< 0.1%
23	1	< 0.1%

Value	Count	Frequency (%)
24	1	< 0.1%
23	1	< 0.1%
16	1	< 0.1%
8	1	< 0.1%
6	1	< 0.1%
5	1	< 0.1%
4	4	0.1%
3	1	< 0.1%
2	3	0.1%
1	10	0.2%

기점_측점번호
Text

Distinct	3007
Distinct (%)	56.2%
Missing	18
Missing (%)	0.3%
Memory size	42.1 KiB

Length

Max length	12
Median length	9
Mean length	9.0136398
Min length	9

Characters and Unicode

Total characters	48241
Distinct characters	12
Distinct categories	3 ?
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	2011 ?
Unique (%)	37.6%

Sample

1st row	0074+0020
2nd row	0000+0000
3rd row	0000+0000
4th row	0074+0073
5th row	0000+0000

Value	Count	Frequency (%)
0000+0000	336	6.3%
0009+0000	29	0.5%
0013+0000	23	0.4%
0025+0000	23	0.4%
0007+0000	21	0.4%
0020+0000	21	0.4%
0022+0000	21	0.4%
0010+0000	19	0.4%
0030+0000	19	0.4%
0011+0000	19	0.4%
Other values (2997)	4821	90.1%

Most occurring characters

Value	Count	Frequency (%)
0	27107	56.2%
+	5352	11.1%
1	3046	6.3%
2	2282	4.7%
5	2035	4.2%
3	1775	3.7%
4	1646	3.4%
7	1341	2.8%
6	1320	2.7%
8	1185	2.5%
Other values (2)	1152	2.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	42860	88.8%
Math Symbol	5352	11.1%
Other Punctuation	29	0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	27107	63.2%
1	3046	7.1%
2	2282	5.3%
5	2035	4.7%
3	1775	4.1%
4	1646	3.8%
7	1341	3.1%
6	1320	3.1%
8	1185	2.8%
9	1123	2.6%

Math Symbol

Value	Count	Frequency (%)
+	5352	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	29	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	48241	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	27107	56.2%
+	5352	11.1%
1	3046	6.3%
2	2282	4.7%
5	2035	4.2%
3	1775	3.7%
4	1646	3.4%
7	1341	2.8%
6	1320	2.7%
8	1185	2.5%
Other values (2)	1152	2.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	48241	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	27107	56.2%
+	5352	11.1%
1	3046	6.3%
2	2282	4.7%
5	2035	4.2%
3	1775	3.7%
4	1646	3.4%
7	1341	2.8%
6	1320	2.7%
8	1185	2.5%
Other values (2)	1152	2.4%

기점_산지
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	42.1 KiB

M00	4698
<NA>	406
M01	266

Length

Max length	4
Median length	3
Mean length	3.0756052
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	M00
2nd row	M00
3rd row	M00
4th row	M00
5th row	M00

Common Values

Value	Count	Frequency (%)
M00	4698	87.5%
<NA>	406	7.6%
M01	266	5.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
m00	4698	87.5%
na	406	7.6%
m01	266	5.0%

종점_동코드
Real number (ℝ)

MISSING

Distinct	997
Distinct (%)	21.3%
Missing	681
Missing (%)	12.7%
Infinite	0
Infinite (%)	0.0%
Mean	4.8571643 × 10⁹

Minimum	4.783037 × 10⁹
Maximum	4.889046 × 10⁹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	47.3 KiB

Quantile statistics

Minimum	4.783037 × 10⁹
5-th percentile	4.8160102 × 10⁹
Q1	4.8270107 × 10⁹
median	4.873032 × 10⁹
Q3	4.886031 × 10⁹
95-th percentile	4.889033 × 10⁹
Maximum	4.889046 × 10⁹
Range	1.0600899 × 10⁸
Interquartile range (IQR)	59020325

Descriptive statistics

Standard deviation	29639685
Coefficient of variation (CV)	0.0061022612
Kurtosis	-1.7172513
Mean	4.8571643 × 10⁹
Median Absolute Deviation (MAD)	15009001
Skewness	-0.29374087
Sum	2.2775243 × 10¹³
Variance	8.7851094 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4833011200	28	0.5%
4874032028	26	0.5%
4882033021	24	0.4%
4888037028	24	0.4%
4882042026	23	0.4%
4873037023	23	0.4%
4817043028	22	0.4%
4885040024	22	0.4%
4825036022	21	0.4%
4831032023	21	0.4%
Other values (987)	4455	83.0%
(Missing)	681	12.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4783037043	1	< 0.1%
4811010200	1	< 0.1%
4811010500	6	0.1%
4811010700	2	< 0.1%
4811010800	4	0.1%
4811011200	3	0.1%
4811011300	4	0.1%
4811011500	4	0.1%
4811012100	2	< 0.1%
4811013300	18	0.3%

Value	Count	Frequency (%)
4889046035	1	< 0.1%
4889046033	5	0.1%
4889046032	1	< 0.1%
4889045029	6	0.1%
4889045028	14	0.3%
4889045027	5	0.1%
4889045026	4	0.1%
4889045025	2	< 0.1%
4889045024	1	< 0.1%
4889045023	9	0.2%

종점_기타주소
Text

MISSING

Distinct	2025
Distinct (%)	41.7%
Missing	512
Missing (%)	9.5%
Memory size	42.1 KiB

Length

Max length	38
Median length	37
Mean length	17.172705
Min length	1

Characters and Unicode

Total characters	83425
Distinct characters	277
Distinct categories	10 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	1254 ?
Unique (%)	25.8%

Sample

1st row	경남 거창군 남상면 오계리 (No.60+00)
2nd row	경남 하동군 악양면 신성리 407번지선
3rd row	경남 하동군 악양면 미점리 310-2번지선
4th row	경남 거창군 남상면 오계리 (No.60+00)
5th row	경남 김해시 한림면 신천리 375-4창

Value	Count	Frequency (%)
경상남도	3535	18.0%
경남	658	3.4%
합천군	512	2.6%
거창군	425	2.2%
밀양시	342	1.7%
창녕군	333	1.7%
함안군	294	1.5%
고성군	287	1.5%
김해시	271	1.4%
진주시	266	1.4%
Other values (2279)	12667	64.7%

Most occurring characters

Value	Count	Frequency (%)
	14835	17.8%
남	4589	5.5%
경	4227	5.1%
리	4208	5.0%
상	3946	4.7%
면	3820	4.6%
도	3801	4.6%
군	2910	3.5%
시	1985	2.4%
산	1336	1.6%
Other values (267)	37768	45.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	57959	69.5%
Space Separator	14835	17.8%
Decimal Number	5808	7.0%
Close Punctuation	813	1.0%
Open Punctuation	813	1.0%
Math Symbol	812	1.0%
Uppercase Letter	671	0.8%
Other Punctuation	668	0.8%
Lowercase Letter	595	0.7%
Dash Punctuation	451	0.5%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
남	4589	7.9%
경	4227	7.3%
리	4208	7.3%
상	3946	6.8%
면	3820	6.6%
도	3801	6.6%
군	2910	5.0%
시	1985	3.4%
산	1336	2.3%
천	1286	2.2%
Other values (246)	25851	44.6%

Decimal Number

Value	Count	Frequency (%)
0	1132	19.5%
1	868	14.9%
2	627	10.8%
3	595	10.2%
5	519	8.9%
4	494	8.5%
6	429	7.4%
7	417	7.2%
8	381	6.6%
9	346	6.0%

Other Punctuation

Value	Count	Frequency (%)
.	658	98.5%
?	9	1.3%
,	1	0.1%

Uppercase Letter

Value	Count	Frequency (%)
N	633	94.3%
O	38	5.7%

Space Separator

Value	Count	Frequency (%)
	14835	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	813	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	813	100.0%

Math Symbol

Value	Count	Frequency (%)
+	812	100.0%

Lowercase Letter

Value	Count	Frequency (%)
o	595	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	451	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	57959	69.5%
Common	24200	29.0%
Latin	1266	1.5%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
남	4589	7.9%
경	4227	7.3%
리	4208	7.3%
상	3946	6.8%
면	3820	6.6%
도	3801	6.6%
군	2910	5.0%
시	1985	3.4%
산	1336	2.3%
천	1286	2.2%
Other values (246)	25851	44.6%

Common

Value	Count	Frequency (%)
	14835	61.3%
0	1132	4.7%
1	868	3.6%
)	813	3.4%
(	813	3.4%
+	812	3.4%
.	658	2.7%
2	627	2.6%
3	595	2.5%
5	519	2.1%
Other values (8)	2528	10.4%

Latin

Value	Count	Frequency (%)
N	633	50.0%
o	595	47.0%
O	38	3.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	57959	69.5%
ASCII	25466	30.5%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	14835	58.3%
0	1132	4.4%
1	868	3.4%
)	813	3.2%
(	813	3.2%
+	812	3.2%
.	658	2.6%
N	633	2.5%
2	627	2.5%
3	595	2.3%
Other values (11)	3680	14.5%

Hangul

Value	Count	Frequency (%)
남	4589	7.9%
경	4227	7.3%
리	4208	7.3%
상	3946	6.8%
면	3820	6.6%
도	3801	6.6%
군	2910	5.0%
시	1985	3.4%
산	1336	2.3%
천	1286	2.2%
Other values (246)	25851	44.6%

종점_지번_본번
Real number (ℝ)

MISSING ZEROS

Distinct	46
Distinct (%)	13.6%
Missing	5032
Missing (%)	93.7%
Infinite	0
Infinite (%)	0.0%
Mean	59.739645

Minimum	0
Maximum	1355
Zeros	291
Zeros (%)	5.4%
Negative	0
Negative (%)	0.0%
Memory size	47.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	462.15
Maximum	1355
Range	1355
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	210.16642
Coefficient of variation (CV)	3.5180394
Kurtosis	17.325023
Mean	59.739645
Median Absolute Deviation (MAD)	0
Skewness	4.1209619
Sum	20192
Variance	44169.926
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=46)

Value	Count	Frequency (%)
0	291	5.4%
984	2	< 0.1%
52	2	< 0.1%
463	1	< 0.1%
76	1	< 0.1%
180	1	< 0.1%
590	1	< 0.1%
319	1	< 0.1%
458	1	< 0.1%
342	1	< 0.1%
Other values (36)	36	0.7%
(Missing)	5032	93.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	291	5.4%
3	1	< 0.1%
5	1	< 0.1%
10	1	< 0.1%
12	1	< 0.1%
29	1	< 0.1%
35	1	< 0.1%
43	1	< 0.1%
50	1	< 0.1%
52	2	< 0.1%

Value	Count	Frequency (%)
1355	1	< 0.1%
1337	1	< 0.1%
1186	1	< 0.1%
1109	1	< 0.1%
984	2	< 0.1%
950	1	< 0.1%
944	1	< 0.1%
938	1	< 0.1%
929	1	< 0.1%
774	1	< 0.1%

종점_지번_부번
Real number (ℝ)

MISSING ZEROS

Distinct	8
Distinct (%)	1.7%
Missing	4912
Missing (%)	91.5%
Infinite	0
Infinite (%)	0.0%
Mean	0.18995633

Minimum	0
Maximum	9
Zeros	428
Zeros (%)	8.0%
Negative	0
Negative (%)	0.0%
Memory size	47.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	9
Range	9
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.98175233
Coefficient of variation (CV)	5.1683054
Kurtosis	50.950453
Mean	0.18995633
Median Absolute Deviation (MAD)	0
Skewness	6.8444161
Sum	87
Variance	0.96383763
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=8)

Value	Count	Frequency (%)
0	428	8.0%
1	14	0.3%
2	5	0.1%
3	4	0.1%
8	2	< 0.1%
9	2	< 0.1%
6	2	< 0.1%
5	1	< 0.1%
(Missing)	4912	91.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	428	8.0%
1	14	0.3%
2	5	0.1%
3	4	0.1%
5	1	< 0.1%
6	2	< 0.1%
8	2	< 0.1%
9	2	< 0.1%

Value	Count	Frequency (%)
9	2	< 0.1%
8	2	< 0.1%
6	2	< 0.1%
5	1	< 0.1%
3	4	0.1%
2	5	0.1%
1	14	0.3%
0	428	8.0%

종점_측점번호
Text

MISSING

Distinct	2737
Distinct (%)	53.9%
Missing	291
Missing (%)	5.4%
Memory size	42.1 KiB

Length

Max length	12
Median length	9
Mean length	8.9996062
Min length	2

Characters and Unicode

Total characters	45709
Distinct characters	13
Distinct categories	4 ?
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	1931 ?
Unique (%)	38.0%

Sample

1st row	0031+0062
2nd row	0050+0077
3rd row	0005+0073
4th row	0016+0002
5th row	0003+0052

Value	Count	Frequency (%)
0000+0000	714	14.1%
0019+0000	22	0.4%
0015+0000	22	0.4%
0022+0000	22	0.4%
0011+0000	22	0.4%
0016+0000	21	0.4%
0010+0000	21	0.4%
0008+0000	21	0.4%
0002+0000	20	0.4%
0007+0000	19	0.4%
Other values (2727)	4175	82.2%

Most occurring characters

Value	Count	Frequency (%)
0	27108	59.3%
+	5068	11.1%
1	2699	5.9%
2	1873	4.1%
5	1765	3.9%
3	1522	3.3%
4	1326	2.9%
7	1151	2.5%
6	1147	2.5%
8	1071	2.3%
Other values (3)	979	2.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	40602	88.8%
Math Symbol	5068	11.1%
Other Punctuation	28	0.1%
Dash Punctuation	11	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	27108	66.8%
1	2699	6.6%
2	1873	4.6%
5	1765	4.3%
3	1522	3.7%
4	1326	3.3%
7	1151	2.8%
6	1147	2.8%
8	1071	2.6%
9	940	2.3%

Math Symbol

Value	Count	Frequency (%)
+	5068	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	28	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	11	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	45709	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	27108	59.3%
+	5068	11.1%
1	2699	5.9%
2	1873	4.1%
5	1765	3.9%
3	1522	3.3%
4	1326	2.9%
7	1151	2.5%
6	1147	2.5%
8	1071	2.3%
Other values (3)	979	2.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	45709	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	27108	59.3%
+	5068	11.1%
1	2699	5.9%
2	1873	4.1%
5	1765	3.9%
3	1522	3.3%
4	1326	2.9%
7	1151	2.5%
6	1147	2.5%
8	1071	2.3%
Other values (3)	979	2.1%

보호면적 및 시설
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	456
Distinct (%)	9.1%
Missing	385
Missing (%)	7.2%
Infinite	0
Infinite (%)	0.0%
Mean	2073.0235

Minimum	0
Maximum	2438891
Zeros	4305
Zeros (%)	80.2%
Negative	0
Negative (%)	0.0%
Memory size	47.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	15
Maximum	2438891
Range	2438891
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	50359.548
Coefficient of variation (CV)	24.292801
Kurtosis	1568.3311
Mean	2073.0235
Median Absolute Deviation (MAD)	0
Skewness	37.887338
Sum	10334022
Variance	2.536084 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	4305	80.2%
15.0	15	0.3%
3.0	11	0.2%
2.0	10	0.2%
1.0	10	0.2%
499.0	10	0.2%
5.0	9	0.2%
10.0	8	0.1%
8.0	7	0.1%
6.0	6	0.1%
Other values (446)	594	11.1%
(Missing)	385	7.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	4305	80.2%
0.03	3	0.1%
0.05	3	0.1%
0.06	1	< 0.1%
0.1	4	0.1%
0.15	2	< 0.1%
0.19	2	< 0.1%
0.2	6	0.1%
0.21	1	< 0.1%
0.24	1	< 0.1%

Value	Count	Frequency (%)
2438891.0	1	< 0.1%
1780200.0	1	< 0.1%
1360700.0	1	< 0.1%
1132667.0	1	< 0.1%
246413.0	1	< 0.1%
207800.0	1	< 0.1%
184502.0	1	< 0.1%
172800.0	1	< 0.1%
169941.0	1	< 0.1%
168534.0	1	< 0.1%

개수구간_비고
Categorical

IMBALANCE

Distinct	39
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	42.1 KiB

<NA>	5230
준용하천	56
더돋기 구간	19
NO.0지점은의령군의령읍정암리직할하천남강합류점	13
호안구간	10
Other values (34)	42

Length

Max length	25
Median length	4
Mean length	4.1147114
Min length	1

Unique

Unique	31 ?
Unique (%)	0.6%

Sample

1st row	<NA>
2nd row	<NA>
3rd row	<NA>
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	5230	97.4%
준용하천	56	1.0%
더돋기 구간	19	0.4%
NO.0지점은의령군의령읍정암리직할하천남강합류점	13	0.2%
호안구간	10	0.2%
기수립구간	7	0.1%
피허가자 : 고성군, 준공년월일 : 1964	2	< 0.1%
신현읍 시가지 구성	2	< 0.1%
금회수립구간	1	< 0.1%
신설구간(소석제)	1	< 0.1%
Other values (29)	29	0.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
na	5230	96.0%
준용하천	56	1.0%
구간	21	0.4%
더돋기	19	0.3%
	16	0.3%
no.0지점은의령군의령읍정암리직할하천남강합류점	13	0.2%
호안구간	10	0.2%
피허가자	8	0.1%
준공년월일	8	0.1%
기수립구간	7	0.1%
Other values (40)	62	1.1%

수리수문현황_하구로부터제방종점까지의거리
Real number (ℝ)

MISSING ZEROS

Distinct	1609
Distinct (%)	31.7%
Missing	291
Missing (%)	5.4%
Infinite	0
Infinite (%)	0.0%
Mean	98.02109

Minimum	0
Maximum	9850
Zeros	2265
Zeros (%)	42.2%
Negative	0
Negative (%)	0.0%
Memory size	47.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.421
Q3	2.76
95-th percentile	31.3615
Maximum	9850
Range	9850
Interquartile range (IQR)	2.76

Descriptive statistics

Standard deviation	534.27747
Coefficient of variation (CV)	5.4506379
Kurtosis	66.389273
Mean	98.02109
Median Absolute Deviation (MAD)	0.421
Skewness	7.3074368
Sum	497849.12
Variance	285452.42
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	2265	42.2%
1.0	55	1.0%
2.0	38	0.7%
15.05	31	0.6%
6.0	29	0.5%
1.8	20	0.4%
3.0	20	0.4%
5.0	16	0.3%
0.4	16	0.3%
10.24	15	0.3%
Other values (1599)	2574	47.9%
(Missing)	291	5.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	2265	42.2%
0.002	1	< 0.1%
0.01	3	0.1%
0.013	1	< 0.1%
0.016	2	< 0.1%
0.02	1	< 0.1%
0.027	1	< 0.1%
0.028	1	< 0.1%
0.03	12	0.2%
0.036	3	0.1%

Value	Count	Frequency (%)
9850.0	1	< 0.1%
6450.0	2	< 0.1%
5707.0	1	< 0.1%
5600.0	1	< 0.1%
5510.0	1	< 0.1%
5450.0	1	< 0.1%
5045.0	1	< 0.1%
5030.0	1	< 0.1%
4940.0	1	< 0.1%
4840.0	1	< 0.1%

수리수문현황_비고
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	42.1 KiB

<NA>	4609
0	761

Length

Max length	4
Median length	4
Mean length	3.5748603
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	4609	85.8%
0	761	14.2%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	4609	85.8%
0	761	14.2%

비탈구배_제내지
Text

MISSING

Distinct	52
Distinct (%)	2.3%
Missing	3107
Missing (%)	57.9%
Memory size	42.1 KiB

Length

Max length	7
Median length	4
Mean length	4.0092797
Min length	1

Characters and Unicode

Total characters	9073
Distinct characters	14
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	15 ?
Unique (%)	0.7%

Sample

1st row	1:01
2nd row	01:01.5
3rd row	01:00.2
4th row	01:01.5
5th row	01:02.4

Value	Count	Frequency (%)
0	958	42.3%
01:00.3	245	10.8%
01:02.0	244	10.8%
1:02	179	7.9%
01:00.5	170	7.5%
01:01.5	97	4.3%
01:01.0	91	4.0%
수직	32	1.4%
1:01	23	1.0%
01:00.2	23	1.0%
Other values (42)	201	8.9%

Most occurring characters

Value	Count	Frequency (%)
0	4079	45.0%
1	1510	16.6%
:	1228	13.5%
.	1044	11.5%
2	506	5.6%
3	291	3.2%
5	285	3.1%
수	32	0.4%
직	32	0.4%
8	18	0.2%
Other values (4)	48	0.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	6737	74.3%
Other Punctuation	2272	25.0%
Other Letter	64	0.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	4079	60.5%
1	1510	22.4%
2	506	7.5%
3	291	4.3%
5	285	4.2%
8	18	0.3%
4	18	0.3%
9	12	0.2%
7	10	0.1%
6	8	0.1%

Other Punctuation

Value	Count	Frequency (%)
:	1228	54.0%
.	1044	46.0%

Other Letter

Value	Count	Frequency (%)
수	32	50.0%
직	32	50.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	9009	99.3%
Hangul	64	0.7%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	4079	45.3%
1	1510	16.8%
:	1228	13.6%
.	1044	11.6%
2	506	5.6%
3	291	3.2%
5	285	3.2%
8	18	0.2%
4	18	0.2%
9	12	0.1%
Other values (2)	18	0.2%

Hangul

Value	Count	Frequency (%)
수	32	50.0%
직	32	50.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	9009	99.3%
Hangul	64	0.7%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	4079	45.3%
1	1510	16.8%
:	1228	13.6%
.	1044	11.6%
2	506	5.6%
3	291	3.2%
5	285	3.2%
8	18	0.2%
4	18	0.2%
9	12	0.1%
Other values (2)	18	0.2%

Hangul

Value	Count	Frequency (%)
수	32	50.0%
직	32	50.0%

비탈구배_제외지
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	42.1 KiB

<NA>	4858
0	508
01:02.0	2
01:01.0	2

Length

Max length	7
Median length	4
Mean length	3.7184358
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	<NA>
3rd row	<NA>
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
<NA>	4858	90.5%
0	508	9.5%
01:02.0	2	< 0.1%
01:01.0	2	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	4858	90.5%
0	508	9.5%
01:02.0	2	< 0.1%
01:01.0	2	< 0.1%

종점_산지
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	42.1 KiB

M00	4746
<NA>	408
M01	216

Length

Max length	4
Median length	3
Mean length	3.0759777
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	M00
2nd row	M00
3rd row	M00
4th row	M00
5th row	M00

Common Values

Value	Count	Frequency (%)
M00	4746	88.4%
<NA>	408	7.6%
M01	216	4.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
m00	4746	88.4%
na	408	7.6%
m01	216	4.0%

수리수문현황_계획홍수량1
Real number (ℝ)

ZEROS

Distinct	494
Distinct (%)	9.3%
Missing	45
Missing (%)	0.8%
Infinite	0
Infinite (%)	0.0%
Mean	201.32008

Minimum	0
Maximum	3579
Zeros	1523
Zeros (%)	28.4%
Negative	0
Negative (%)	0.0%
Memory size	47.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	85
Q3	215
95-th percentile	820
Maximum	3579
Range	3579
Interquartile range (IQR)	215

Descriptive statistics

Standard deviation	368.7996
Coefficient of variation (CV)	1.8319067
Kurtosis	23.802506
Mean	201.32008
Median Absolute Deviation (MAD)	85
Skewness	4.1970996
Sum	1072029.4
Variance	136013.14
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	1523	28.4%
110.0	43	0.8%
61.0	41	0.8%
120.0	34	0.6%
51.0	34	0.6%
40.0	33	0.6%
98.0	33	0.6%
117.0	33	0.6%
45.0	31	0.6%
80.0	30	0.6%
Other values (484)	3490	65.0%
(Missing)	45	0.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	1523	28.4%
4.0	1	< 0.1%
5.0	5	0.1%
6.0	3	0.1%
8.0	1	< 0.1%
10.0	2	< 0.1%
11.0	7	0.1%
12.0	5	0.1%
13.0	3	0.1%
14.0	6	0.1%

Value	Count	Frequency (%)
3579.0	5	0.1%
3576.0	1	< 0.1%
3272.0	8	0.1%
3250.0	1	< 0.1%
2589.0	1	< 0.1%
2435.0	20	0.4%
1920.0	8	0.1%
1915.0	1	< 0.1%
1860.0	10	0.2%
1735.0	5	0.1%

수리수문현황_계획홍수량2
Real number (ℝ)

MISSING ZEROS

Distinct	407
Distinct (%)	7.8%
Missing	138
Missing (%)	2.6%
Infinite	0
Infinite (%)	0.0%
Mean	81.587083

Minimum	0
Maximum	3579
Zeros	3597
Zeros (%)	67.0%
Negative	0
Negative (%)	0.0%
Memory size	47.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	74
95-th percentile	405.45
Maximum	3579
Range	3579
Interquartile range (IQR)	74

Descriptive statistics

Standard deviation	228.47124
Coefficient of variation (CV)	2.800336
Kurtosis	55.333018
Mean	81.587083
Median Absolute Deviation (MAD)	0
Skewness	6.2187229
Sum	426863.62
Variance	52199.109
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	3597	67.0%
145.0	20	0.4%
110.0	18	0.3%
119.0	17	0.3%
89.0	16	0.3%
113.0	16	0.3%
85.0	16	0.3%
61.0	16	0.3%
105.0	15	0.3%
160.0	15	0.3%
Other values (397)	1486	27.7%
(Missing)	138	2.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	3597	67.0%
5.0	1	< 0.1%
6.0	1	< 0.1%
8.0	1	< 0.1%
10.0	2	< 0.1%
11.0	1	< 0.1%
13.0	2	< 0.1%
15.72	1	< 0.1%
18.0	1	< 0.1%
18.92	2	< 0.1%

Value	Count	Frequency (%)
3579.0	1	< 0.1%
3272.0	1	< 0.1%
2685.0	4	0.1%
2589.0	1	< 0.1%
2435.0	4	0.1%
1915.0	5	0.1%
1810.0	4	0.1%
1735.0	5	0.1%
1625.0	2	< 0.1%
1487.0	2	< 0.1%

수리수문현황_계획홍수위시점
Real number (ℝ)

MISSING ZEROS

Distinct	2549
Distinct (%)	49.9%
Missing	260
Missing (%)	4.8%
Infinite	0
Infinite (%)	0.0%
Mean	76.028268

Minimum	0
Maximum	761.51
Zeros	1647
Zeros (%)	30.7%
Negative	0
Negative (%)	0.0%
Memory size	47.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	23.105
Q3	97.0825
95-th percentile	339.8005
Maximum	761.51
Range	761.51
Interquartile range (IQR)	97.0825

Descriptive statistics

Standard deviation	116.24787
Coefficient of variation (CV)	1.5290085
Kurtosis	4.9126761
Mean	76.028268
Median Absolute Deviation (MAD)	23.105
Skewness	2.1384714
Sum	388504.45
Variance	13513.567
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	1647	30.7%
40.0	18	0.3%
8.0	15	0.3%
20.0	12	0.2%
57.35	12	0.2%
65.0	10	0.2%
47.44	10	0.2%
8.3	8	0.1%
16.7	8	0.1%
18.94	7	0.1%
Other values (2539)	3363	62.6%
(Missing)	260	4.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	1647	30.7%
0.59	4	0.1%
1.0	1	< 0.1%
1.34	1	< 0.1%
1.66	4	0.1%
1.71	2	< 0.1%
1.95	2	< 0.1%
2.0	1	< 0.1%
2.02	2	< 0.1%
2.04	1	< 0.1%

Value	Count	Frequency (%)
761.51	1	< 0.1%
746.5	1	< 0.1%
739.19	1	< 0.1%
737.98	1	< 0.1%
723.73	1	< 0.1%
707.62	1	< 0.1%
705.34	1	< 0.1%
700.7	1	< 0.1%
696.27	1	< 0.1%
694.96	1	< 0.1%

수리수문현황_계획홍수위종점
Real number (ℝ)

MISSING ZEROS

Distinct	2386
Distinct (%)	46.7%
Missing	262
Missing (%)	4.9%
Infinite	0
Infinite (%)	0.0%
Mean	68.29472

Minimum	0
Maximum	768
Zeros	1763
Zeros (%)	32.8%
Negative	0
Negative (%)	0.0%
Memory size	47.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	15.8
Q3	86.3025
95-th percentile	321.183
Maximum	768
Range	768
Interquartile range (IQR)	86.3025

Descriptive statistics

Standard deviation	111.57344
Coefficient of variation (CV)	1.6337053
Kurtosis	5.8440127
Mean	68.29472
Median Absolute Deviation (MAD)	15.8
Skewness	2.2843769
Sum	348849.43
Variance	12448.633
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	1763	32.8%
8.3	24	0.4%
6.0	21	0.4%
8.0	14	0.3%
20.0	13	0.2%
11.47	12	0.2%
7.3	10	0.2%
16.7	8	0.1%
1.0	7	0.1%
179.0	7	0.1%
Other values (2376)	3229	60.1%
(Missing)	262	4.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	1763	32.8%
0.59	6	0.1%
0.69	1	< 0.1%
0.74	1	< 0.1%
0.86	4	0.1%
0.98	2	< 0.1%
1.0	7	0.1%
1.02	2	< 0.1%
1.12	6	0.1%
1.2	2	< 0.1%

Value	Count	Frequency (%)
768.0	1	< 0.1%
764.46	1	< 0.1%
752.57	1	< 0.1%
740.97	1	< 0.1%
736.17	1	< 0.1%
736.0	1	< 0.1%
717.96	1	< 0.1%
700.7	1	< 0.1%
693.43	1	< 0.1%
692.81	1	< 0.1%

수리수문현황_계획하폭1
Real number (ℝ)

ZEROS

Distinct	263
Distinct (%)	4.9%
Missing	45
Missing (%)	0.8%
Infinite	0
Infinite (%)	0.0%
Mean	23.957228

Minimum	0
Maximum	684
Zeros	1532
Zeros (%)	28.5%
Negative	0
Negative (%)	0.0%
Memory size	47.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	15
Q3	30
95-th percentile	88
Maximum	684
Range	684
Interquartile range (IQR)	30

Descriptive statistics

Standard deviation	33.047646
Coefficient of variation (CV)	1.3794437
Kurtosis	43.364291
Mean	23.957228
Median Absolute Deviation (MAD)	15
Skewness	4.2223584
Sum	127572.24
Variance	1092.1469
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	1532	28.5%
20.0	227	4.2%
30.0	161	3.0%
15.0	159	3.0%
25.0	130	2.4%
13.0	129	2.4%
18.0	127	2.4%
10.0	123	2.3%
12.0	121	2.3%
16.0	98	1.8%
Other values (253)	2518	46.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	1532	28.5%
2.0	2	< 0.1%
3.0	14	0.3%
4.0	28	0.5%
5.0	61	1.1%
5.4	2	< 0.1%
5.5	2	< 0.1%
5.6	1	< 0.1%
5.7	1	< 0.1%
5.8	1	< 0.1%

Value	Count	Frequency (%)
684.0	1	< 0.1%
409.0	1	< 0.1%
353.0	2	< 0.1%
281.0	1	< 0.1%
260.0	2	< 0.1%
238.0	1	< 0.1%
235.0	1	< 0.1%
227.0	2	< 0.1%
211.0	1	< 0.1%
209.0	2	< 0.1%

수리수문현황_계획하폭2
Real number (ℝ)

MISSING ZEROS

Distinct	336
Distinct (%)	6.3%
Missing	67
Missing (%)	1.2%
Infinite	0
Infinite (%)	0.0%
Mean	34.915642

Minimum	0
Maximum	935
Zeros	2007
Zeros (%)	37.4%
Negative	0
Negative (%)	0.0%
Memory size	47.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	20
Q3	44
95-th percentile	129
Maximum	935
Range	935
Interquartile range (IQR)	44

Descriptive statistics

Standard deviation	56.433308
Coefficient of variation (CV)	1.6162758
Kurtosis	40.501312
Mean	34.915642
Median Absolute Deviation (MAD)	20
Skewness	4.6876059
Sum	185157.65
Variance	3184.7183
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	2007	37.4%
20.0	120	2.2%
25.0	100	1.9%
30.0	92	1.7%
18.0	90	1.7%
40.0	90	1.7%
15.0	84	1.6%
24.0	75	1.4%
27.0	74	1.4%
28.0	68	1.3%
Other values (326)	2503	46.6%
(Missing)	67	1.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	2007	37.4%
4.0	3	0.1%
6.0	10	0.2%
7.0	2	< 0.1%
8.0	18	0.3%
9.0	6	0.1%
10.0	22	0.4%
11.0	27	0.5%
11.3	6	0.1%
12.0	37	0.7%

Value	Count	Frequency (%)
935.0	1	< 0.1%
881.0	1	< 0.1%
670.0	2	< 0.1%
564.0	1	< 0.1%
559.0	2	< 0.1%
493.0	1	< 0.1%
453.0	1	< 0.1%
419.0	2	< 0.1%
408.0	1	< 0.1%
405.0	4	0.1%

제방_연장
Real number (ℝ)

ZEROS

Distinct	1857
Distinct (%)	34.9%
Missing	45
Missing (%)	0.8%
Infinite	0
Infinite (%)	0.0%
Mean	795.20682

Minimum	0
Maximum	19822
Zeros	120
Zeros (%)	2.2%
Negative	0
Negative (%)	0.0%
Memory size	47.3 KiB

Quantile statistics

Minimum	0
5-th percentile	62
Q1	235
median	520
Q3	1034
95-th percentile	2274.8
Maximum	19822
Range	19822
Interquartile range (IQR)	799

Descriptive statistics

Standard deviation	975.82218
Coefficient of variation (CV)	1.22713
Kurtosis	69.29975
Mean	795.20682
Median Absolute Deviation (MAD)	340
Skewness	5.7844352
Sum	4234476.3
Variance	952228.94
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	120	2.2%
400.0	45	0.8%
200.0	41	0.8%
500.0	41	0.8%
300.0	35	0.7%
100.0	29	0.5%
220.0	22	0.4%
140.0	22	0.4%
700.0	22	0.4%
600.0	21	0.4%
Other values (1847)	4927	91.8%
(Missing)	45	0.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	120	2.2%
2.04	1	< 0.1%
3.0	2	< 0.1%
5.0	2	< 0.1%
6.0	1	< 0.1%
7.0	1	< 0.1%
10.0	5	0.1%
12.0	3	0.1%
13.0	1	< 0.1%
15.0	1	< 0.1%

Value	Count	Frequency (%)
19822.0	1	< 0.1%
16945.0	1	< 0.1%
14637.0	1	< 0.1%
14412.0	1	< 0.1%
11991.0	1	< 0.1%
11760.0	1	< 0.1%
8400.0	1	< 0.1%
8312.0	1	< 0.1%
8211.31	1	< 0.1%
8173.0	1	< 0.1%

제방_둑마루표고_상류측
Real number (ℝ)

MISSING ZEROS

Distinct	2745
Distinct (%)	53.8%
Missing	266
Missing (%)	5.0%
Infinite	0
Infinite (%)	0.0%
Mean	76.272882

Minimum	0
Maximum	772.28
Zeros	1814
Zeros (%)	33.8%
Negative	0
Negative (%)	0.0%
Memory size	47.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	21.89
Q3	99.715
95-th percentile	347.5025
Maximum	772.28
Range	772.28
Interquartile range (IQR)	99.715

Descriptive statistics

Standard deviation	117.76422
Coefficient of variation (CV)	1.5439854
Kurtosis	5.0739457
Mean	76.272882
Median Absolute Deviation (MAD)	21.89
Skewness	2.1579822
Sum	389296.79
Variance	13868.411
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	1814	33.8%
17.0	8	0.1%
20.0	8	0.1%
9.0	6	0.1%
7.0	6	0.1%
14.0	6	0.1%
12.0	6	0.1%
16.0	5	0.1%
42.0	5	0.1%
32.47	5	0.1%
Other values (2735)	3235	60.2%
(Missing)	266	5.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	1814	33.8%
0.57	1	< 0.1%
0.6	1	< 0.1%
0.68	1	< 0.1%
0.8	1	< 0.1%
0.9	1	< 0.1%
1.47	1	< 0.1%
1.56	1	< 0.1%
2.0	2	< 0.1%
2.07	1	< 0.1%

Value	Count	Frequency (%)
772.28	1	< 0.1%
772.19	1	< 0.1%
761.68	1	< 0.1%
747.14	1	< 0.1%
739.23	1	< 0.1%
738.98	1	< 0.1%
726.85	1	< 0.1%
710.31	1	< 0.1%
705.8	1	< 0.1%
702.12	1	< 0.1%

제방_둑마루표고_하류측
Real number (ℝ)

MISSING ZEROS

Distinct	2721
Distinct (%)	53.6%
Missing	293
Missing (%)	5.5%
Infinite	0
Infinite (%)	0.0%
Mean	69.11064

Minimum	0
Maximum	767.55
Zeros	1800
Zeros (%)	33.5%
Negative	0
Negative (%)	0.0%
Memory size	47.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	16.79
Q3	87.47
95-th percentile	321.804
Maximum	767.55
Range	767.55
Interquartile range (IQR)	87.47

Descriptive statistics

Standard deviation	111.58848
Coefficient of variation (CV)	1.6146354
Kurtosis	5.8481073
Mean	69.11064
Median Absolute Deviation (MAD)	16.79
Skewness	2.2736424
Sum	350874.72
Variance	12451.99
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	1800	33.5%
7.0	11	0.2%
9.0	9	0.2%
19.0	7	0.1%
20.0	7	0.1%
14.0	7	0.1%
18.0	6	0.1%
15.28	5	0.1%
19.47	5	0.1%
15.0	5	0.1%
Other values (2711)	3215	59.9%
(Missing)	293	5.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	1800	33.5%
0.6	1	< 0.1%
0.63	1	< 0.1%
0.68	1	< 0.1%
0.73	1	< 0.1%
0.83	1	< 0.1%
0.98	1	< 0.1%
1.2	1	< 0.1%
1.29	1	< 0.1%
1.34	1	< 0.1%

Value	Count	Frequency (%)
767.55	1	< 0.1%
767.35	1	< 0.1%
752.35	1	< 0.1%
741.43	1	< 0.1%
739.16	1	< 0.1%
736.15	1	< 0.1%
725.08	1	< 0.1%
701.74	1	< 0.1%
695.35	1	< 0.1%
691.71	1	< 0.1%

제방_둑마루턱의폭_마루1
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	115
Distinct (%)	2.2%
Missing	93
Missing (%)	1.7%
Infinite	0
Infinite (%)	0.0%
Mean	1.4455713

Minimum	0
Maximum	303
Zeros	2540
Zeros (%)	47.3%
Negative	0
Negative (%)	0.0%
Memory size	47.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.5
Q3	3
95-th percentile	4.5
Maximum	303
Range	303
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	4.6017173
Coefficient of variation (CV)	3.1833208
Kurtosis	3497.175
Mean	1.4455713
Median Absolute Deviation (MAD)	0.5
Skewness	53.601884
Sum	7628.28
Variance	21.175802
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	2540	47.3%
3.0	645	12.0%
1.0	275	5.1%
2.0	273	5.1%
4.0	250	4.7%
0.5	184	3.4%
5.0	76	1.4%
1.5	76	1.4%
2.5	69	1.3%
0.6	65	1.2%
Other values (105)	824	15.3%
(Missing)	93	1.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	2540	47.3%
0.1	5	0.1%
0.2	18	0.3%
0.3	43	0.8%
0.4	28	0.5%
0.43	1	< 0.1%
0.5	184	3.4%
0.6	65	1.2%
0.7	20	0.4%
0.78	1	< 0.1%

Value	Count	Frequency (%)
303.0	1	< 0.1%
30.5	1	< 0.1%
29.0	1	< 0.1%
20.0	2	< 0.1%
19.0	2	< 0.1%
18.0	1	< 0.1%
17.0	2	< 0.1%
14.0	1	< 0.1%
12.0	2	< 0.1%
10.8	1	< 0.1%

제방_둑마루턱의폭_마루2
Real number (ℝ)

MISSING ZEROS

Distinct	166
Distinct (%)	3.2%
Missing	254
Missing (%)	4.7%
Infinite	0
Infinite (%)	0.0%
Mean	1.6492142

Minimum	0
Maximum	153
Zeros	3377
Zeros (%)	62.9%
Negative	0
Negative (%)	0.0%
Memory size	47.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	3
95-th percentile	6.7
Maximum	153
Range	153
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	3.7707168
Coefficient of variation (CV)	2.2863717
Kurtosis	524.61786
Mean	1.6492142
Median Absolute Deviation (MAD)	0
Skewness	15.156589
Sum	8437.38
Variance	14.218305
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	3377	62.9%
4.0	239	4.5%
3.0	179	3.3%
5.0	154	2.9%
3.5	72	1.3%
6.0	72	1.3%
4.5	55	1.0%
1.0	50	0.9%
2.0	38	0.7%
8.0	36	0.7%
Other values (156)	844	15.7%
(Missing)	254	4.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	3377	62.9%
0.13	1	< 0.1%
0.2	1	< 0.1%
0.3	3	0.1%
0.4	2	< 0.1%
0.5	16	0.3%
0.6	4	0.1%
0.7	8	0.1%
0.8	10	0.2%
0.9	7	0.1%

Value	Count	Frequency (%)
153.0	1	< 0.1%
46.3	1	< 0.1%
42.6	1	< 0.1%
41.9	1	< 0.1%
39.2	1	< 0.1%
36.0	1	< 0.1%
34.5	1	< 0.1%
32.5	1	< 0.1%
31.6	1	< 0.1%
30.0	1	< 0.1%

소단폭
Categorical

IMBALANCE

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	42.1 KiB

0.0	4992
<NA>	368
3.5	4
3.0	3
2.0	2

Length

Max length	4
Median length	3
Mean length	3.0685289
Min length	3

Unique

Unique	1 ?
Unique (%)	< 0.1%

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	4992	93.0%
<NA>	368	6.9%
3.5	4	0.1%
3.0	3	0.1%
2.0	2	< 0.1%
0.5	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	4992	93.0%
na	368	6.9%
3.5	4	0.1%
3.0	3	0.1%
2.0	2	< 0.1%
0.5	1	< 0.1%

소단폭_제내지
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	42.1 KiB

0.0	4997
<NA>	368
3.0	4
2.5	1

Length

Max length	4
Median length	3
Mean length	3.0685289
Min length	3

Unique

Unique	1 ?
Unique (%)	< 0.1%

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	4997	93.1%
<NA>	368	6.9%
3.0	4	0.1%
2.5	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	4997	93.1%
na	368	6.9%
3.0	4	0.1%
2.5	1	< 0.1%

소단폭_제외지
Categorical

IMBALANCE

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	42.1 KiB

0.0	5000
<NA>	368
3.0	1
2.5	1

Length

Max length	4
Median length	3
Mean length	3.0685289
Min length	3

Unique

Unique	2 ?
Unique (%)	< 0.1%

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	5000	93.1%
<NA>	368	6.9%
3.0	1	< 0.1%
2.5	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0.0	5000	93.1%
na	368	6.9%
3.0	1	< 0.1%
2.5	1	< 0.1%

천단폭
Real number (ℝ)

MISSING ZEROS

Distinct	11
Distinct (%)	0.2%
Missing	368
Missing (%)	6.9%
Infinite	0
Infinite (%)	0.0%
Mean	0.19122351

Minimum	0
Maximum	9
Zeros	4683
Zeros (%)	87.2%
Negative	0
Negative (%)	0.0%
Memory size	47.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2.5
Maximum	9
Range	9
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.76619288
Coefficient of variation (CV)	4.0067923
Kurtosis	20.162533
Mean	0.19122351
Median Absolute Deviation (MAD)	0
Skewness	4.2679962
Sum	956.5
Variance	0.58705153
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
0.0	4683	87.2%
3.0	174	3.2%
4.0	54	1.0%
2.0	49	0.9%
2.5	19	0.4%
1.5	11	0.2%
5.0	4	0.1%
1.0	3	0.1%
9.0	2	< 0.1%
6.0	2	< 0.1%
(Missing)	368	6.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	4683	87.2%
1.0	3	0.1%
1.5	11	0.2%
2.0	49	0.9%
2.5	19	0.4%
3.0	174	3.2%
3.5	1	< 0.1%
4.0	54	1.0%
5.0	4	0.1%
6.0	2	< 0.1%

Value	Count	Frequency (%)
9.0	2	< 0.1%
6.0	2	< 0.1%
5.0	4	0.1%
4.0	54	1.0%
3.5	1	< 0.1%
3.0	174	3.2%
2.5	19	0.4%
2.0	49	0.9%
1.5	11	0.2%
1.0	3	0.1%

축제고_최대
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	120
Distinct (%)	2.4%
Missing	368
Missing (%)	6.9%
Infinite	0
Infinite (%)	0.0%
Mean	32.371969

Minimum	0
Maximum	65780
Zeros	4616
Zeros (%)	86.0%
Negative	0
Negative (%)	0.0%
Memory size	47.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	3
Maximum	65780
Range	65780
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1265.0653
Coefficient of variation (CV)	39.079036
Kurtosis	2423.1801
Mean	32.371969
Median Absolute Deviation (MAD)	0
Skewness	48.757201
Sum	161924.59
Variance	1600390.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	4616	86.0%
3.0	63	1.2%
4.0	36	0.7%
3.5	22	0.4%
2.0	21	0.4%
5.0	13	0.2%
4.5	10	0.2%
6.0	9	0.2%
2.5	8	0.1%
3.6	8	0.1%
Other values (110)	196	3.6%
(Missing)	368	6.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	4616	86.0%
0.6	1	< 0.1%
0.8	1	< 0.1%
1.0	6	0.1%
1.11	1	< 0.1%
1.2	2	< 0.1%
1.22	1	< 0.1%
1.27	1	< 0.1%
1.3	2	< 0.1%
1.47	1	< 0.1%

Value	Count	Frequency (%)
65780.0	1	< 0.1%
59309.0	1	< 0.1%
8646.0	1	< 0.1%
4261.0	1	< 0.1%
4122.0	2	< 0.1%
4111.0	1	< 0.1%
3187.0	1	< 0.1%
3044.0	1	< 0.1%
308.72	1	< 0.1%
308.67	1	< 0.1%

축제고_평균
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	116
Distinct (%)	2.3%
Missing	368
Missing (%)	6.9%
Infinite	0
Infinite (%)	0.0%
Mean	35.392323

Minimum	0
Maximum	97062
Zeros	4616
Zeros (%)	86.0%
Negative	0
Negative (%)	0.0%
Memory size	47.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	2.4
Maximum	97062
Range	97062
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1457.1144
Coefficient of variation (CV)	41.170352
Kurtosis	3972.1267
Mean	35.392323
Median Absolute Deviation (MAD)	0
Skewness	61.020611
Sum	177032.4
Variance	2123182.4
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	4616	86.0%
2.0	53	1.0%
3.0	50	0.9%
2.5	25	0.5%
4.0	23	0.4%
3.5	19	0.4%
1.0	17	0.3%
1.8	10	0.2%
2.4	8	0.1%
2.8	8	0.1%
Other values (106)	173	3.2%
(Missing)	368	6.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	4616	86.0%
0.4	1	< 0.1%
0.5	1	< 0.1%
0.6	2	< 0.1%
0.75	1	< 0.1%
0.85	1	< 0.1%
0.9	2	< 0.1%
1.0	17	0.3%
1.11	1	< 0.1%
1.2	3	0.1%

Value	Count	Frequency (%)
97062.0	1	< 0.1%
30546.0	1	< 0.1%
9677.0	1	< 0.1%
7368.0	1	< 0.1%
7129.0	1	< 0.1%
3859.0	1	< 0.1%
3839.0	1	< 0.1%
3600.0	1	< 0.1%
3576.0	1	< 0.1%
2854.0	1	< 0.1%

설치사업명
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	42.1 KiB

<NA>	4495
0	875

Length

Max length	4
Median length	4
Mean length	3.5111732
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	4495	83.7%
0	875	16.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	4495	83.7%
0	875	16.3%

시행기관
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	42.1 KiB

<NA>	4495
0	875

Length

Max length	4
Median length	4
Mean length	3.5111732
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	4495	83.7%
0	875	16.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	4495	83.7%
0	875	16.3%

시공회사
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	42.1 KiB

<NA>	4495
0	875

Length

Max length	4
Median length	4
Mean length	3.5111732
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
<NA>	4495	83.7%
0	875	16.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	4495	83.7%
0	875	16.3%

공사기간
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	42.1 KiB

<NA>	4518
0	852

Length

Max length	4
Median length	4
Mean length	3.5240223
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	<NA>
2nd row	0
3rd row	0
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	4518	84.1%
0	852	15.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	4518	84.1%
0	852	15.9%

주요시설현황_구분
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	42.1 KiB

<NA>	4518
0	852

Length

Max length	4
Median length	4
Mean length	3.5240223
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	<NA>
2nd row	0
3rd row	0
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	4518	84.1%
0	852	15.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	4518	84.1%
0	852	15.9%

주요시설현황_배수통관
Real number (ℝ)

MISSING ZEROS

Distinct	26
Distinct (%)	2.9%
Missing	4460
Missing (%)	83.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.69120879

Minimum	0
Maximum	94
Zeros	852
Zeros (%)	15.9%
Negative	0
Negative (%)	0.0%
Memory size	47.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	94
Range	94
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	5.0135383
Coefficient of variation (CV)	7.2532907
Kurtosis	166.86795
Mean	0.69120879
Median Absolute Deviation (MAD)	0
Skewness	11.533164
Sum	629
Variance	25.135566
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=26)

Value	Count	Frequency (%)
0	852	15.9%
1	18	0.3%
2	9	0.2%
5	4	0.1%
3	3	0.1%
4	3	0.1%
26	2	< 0.1%
40	1	< 0.1%
13	1	< 0.1%
6	1	< 0.1%
Other values (16)	16	0.3%
(Missing)	4460	83.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	852	15.9%
1	18	0.3%
2	9	0.2%
3	3	0.1%
4	3	0.1%
5	4	0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
10	1	< 0.1%

Value	Count	Frequency (%)
94	1	< 0.1%
55	1	< 0.1%
47	1	< 0.1%
40	1	< 0.1%
39	1	< 0.1%
31	1	< 0.1%
29	1	< 0.1%
28	1	< 0.1%
26	2	< 0.1%
20	1	< 0.1%

주요시설현황_배수암거
Real number (ℝ)

MISSING ZEROS

Distinct	12
Distinct (%)	1.3%
Missing	4475
Missing (%)	83.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.16536313

Minimum	0
Maximum	21
Zeros	852
Zeros (%)	15.9%
Negative	0
Negative (%)	0.0%
Memory size	47.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	21
Range	21
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.1059764
Coefficient of variation (CV)	6.6881679
Kurtosis	170.98761
Mean	0.16536313
Median Absolute Deviation (MAD)	0
Skewness	11.458799
Sum	148
Variance	1.2231837
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
0	852	15.9%
1	16	0.3%
2	8	0.1%
3	7	0.1%
4	3	0.1%
8	2	< 0.1%
6	2	< 0.1%
21	1	< 0.1%
5	1	< 0.1%
10	1	< 0.1%
Other values (2)	2	< 0.1%
(Missing)	4475	83.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	852	15.9%
1	16	0.3%
2	8	0.1%
3	7	0.1%
4	3	0.1%
5	1	< 0.1%
6	2	< 0.1%
7	1	< 0.1%
8	2	< 0.1%
10	1	< 0.1%

Value	Count	Frequency (%)
21	1	< 0.1%
12	1	< 0.1%
10	1	< 0.1%
8	2	< 0.1%
7	1	< 0.1%
6	2	< 0.1%
5	1	< 0.1%
4	3	0.1%
3	7	0.1%
2	8	0.1%

주요시설현황_보
Real number (ℝ)

MISSING ZEROS

Distinct	7
Distinct (%)	0.8%
Missing	4473
Missing (%)	83.3%
Infinite	0
Infinite (%)	0.0%
Mean	0.098104794

Minimum	0
Maximum	6
Zeros	852
Zeros (%)	15.9%
Negative	0
Negative (%)	0.0%
Memory size	47.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0.2
Maximum	6
Range	6
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.51034693
Coefficient of variation (CV)	5.2020591
Kurtosis	51.473155
Mean	0.098104794
Median Absolute Deviation (MAD)	0
Skewness	6.6687987
Sum	88
Variance	0.26045399
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=7)

Value	Count	Frequency (%)
0	852	15.9%
1	23	0.4%
2	10	0.2%
3	6	0.1%
4	4	0.1%
6	1	< 0.1%
5	1	< 0.1%
(Missing)	4473	83.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	852	15.9%
1	23	0.4%
2	10	0.2%
3	6	0.1%
4	4	0.1%
5	1	< 0.1%
6	1	< 0.1%

Value	Count	Frequency (%)
6	1	< 0.1%
5	1	< 0.1%
4	4	0.1%
3	6	0.1%
2	10	0.2%
1	23	0.4%
0	852	15.9%

주요시설현황_낙차공
Real number (ℝ)

MISSING ZEROS

Distinct	21
Distinct (%)	2.3%
Missing	4465
Missing (%)	83.1%
Infinite	0
Infinite (%)	0.0%
Mean	0.45524862

Minimum	0
Maximum	56
Zeros	852
Zeros (%)	15.9%
Negative	0
Negative (%)	0.0%
Memory size	47.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	1
Maximum	56
Range	56
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	3.1430563
Coefficient of variation (CV)	6.9040435
Kurtosis	152.66129
Mean	0.45524862
Median Absolute Deviation (MAD)	0
Skewness	11.133207
Sum	412
Variance	9.8788026
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
0	852	15.9%
2	12	0.2%
1	12	0.2%
3	5	0.1%
10	3	0.1%
15	2	< 0.1%
8	2	< 0.1%
9	2	< 0.1%
5	2	< 0.1%
4	2	< 0.1%
Other values (11)	11	0.2%
(Missing)	4465	83.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	852	15.9%
1	12	0.2%
2	12	0.2%
3	5	0.1%
4	2	< 0.1%
5	2	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	2	< 0.1%
9	2	< 0.1%

Value	Count	Frequency (%)
56	1	< 0.1%
39	1	< 0.1%
29	1	< 0.1%
28	1	< 0.1%
23	1	< 0.1%
21	1	< 0.1%
17	1	< 0.1%
15	2	< 0.1%
12	1	< 0.1%
11	1	< 0.1%

주요시설현황_기타
Categorical

IMBALANCE

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	42.1 KiB

<NA>	4514
0	852
교량3개소	2
2	1
교량6개소	1

Length

Max length	5
Median length	4
Mean length	3.5240223
Min length	1

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	<NA>
2nd row	0
3rd row	0
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	4514	84.1%
0	852	15.9%
교량3개소	2	< 0.1%
2	1	< 0.1%
교량6개소	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	4514	84.1%
0	852	15.9%
교량3개소	2	< 0.1%
2	1	< 0.1%
교량6개소	1	< 0.1%

시설등록 및 관리담당_등록기관
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	42.1 KiB

<NA>	4518
0	852

Length

Max length	4
Median length	4
Mean length	3.5240223
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	<NA>
2nd row	0
3rd row	0
4th row	<NA>
5th row	<NA>

Common Values

Value	Count	Frequency (%)
<NA>	4518	84.1%
0	852	15.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
na	4518	84.1%
0	852	15.9%

시설등록 및 관리담당_등록일자
Real number (ℝ)

MISSING ZEROS

Distinct	10
Distinct (%)	0.2%
Missing	518
Missing (%)	9.6%
Infinite	0
Infinite (%)	0.0%
Mean	0.012840066

Minimum	0
Maximum	4
Zeros	4820
Zeros (%)	89.8%
Negative	0
Negative (%)	0.0%
Memory size	47.3 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	4
Range	4
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.18961388
Coefficient of variation (CV)	14.767361
Kurtosis	333.44126
Mean	0.012840066
Median Absolute Deviation (MAD)	0
Skewness	17.61459
Sum	62.3
Variance	0.035953425
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.0	4820	89.8%
1.0	11	0.2%
4.0	6	0.1%
3.0	4	0.1%
0.5	3	0.1%
2.0	3	0.1%
1.1	2	< 0.1%
3.8	1	< 0.1%
0.2	1	< 0.1%
1.6	1	< 0.1%
(Missing)	518	9.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	4820	89.8%
0.2	1	< 0.1%
0.5	3	0.1%
1.0	11	0.2%
1.1	2	< 0.1%
1.6	1	< 0.1%
2.0	3	0.1%
3.0	4	0.1%
3.8	1	< 0.1%
4.0	6	0.1%

Value	Count	Frequency (%)
4.0	6	0.1%
3.8	1	< 0.1%
3.0	4	0.1%
2.0	3	0.1%
1.6	1	< 0.1%
1.1	2	< 0.1%
1.0	11	0.2%
0.5	3	0.1%
0.2	1	< 0.1%
0.0	4820	89.8%

First rows
Last rows

	하천관리코드	구분코드	일련번호	제방명	하천명	하천등급	좌우안 코드	기점_동코드	기점_기타주소	기점_지번_본번	기점_지번_부번	기점_측점번호	기점_산지	종점_동코드	종점_기타주소	종점_지번_본번	종점_지번_부번	종점_측점번호	개수구간_비고	수리수문현황_하구로부터제방종점까지의거리	비탈구배_제내지	비탈구배_제외지	종점_산지	수리수문현황_계획홍수량1	수리수문현황_계획홍수량2	수리수문현황_계획홍수위시점	수리수문현황_계획홍수위종점	수리수문현황_계획하폭1	수리수문현황_계획하폭2	제방_연장	제방_둑마루표고_상류측	제방_둑마루표고_하류측	제방_둑마루턱의폭_마루1	제방_둑마루턱의폭_마루2	공사기간	주요시설현황_구분	주요시설현황_배수통관	주요시설현황_배수암거	주요시설현황_보	주요시설현황_낙차공	주요시설현황_기타	시설등록 및 관리담당_등록기관	시설등록 및 관리담당_등록일자
0	20231102014F02Q0101	B01	1	대산좌1	대산천	지방하천	D01	4888037023	경남 거창군 남상면 둔동리 (No.74+20)	0	0	0074+0020	M00	4888037027	경남 거창군 남상면 오계리 (No.60+00)	0	0	<NA>	<NA>	0.0	1:01	0	M00	180.0	235.0	238.48	221.68	35.0	56.0	1420.0	239.11	224.86	2.0	4.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
1	40226702016F01Q0101	B01	7	신성우2제	신성천	지방하천	D02	4885032024	경남 하동군 악양면 신성리 355번지선	<NA>	0	0000+0000	M00	4885032024	경남 하동군 악양면 신성리 407번지선	<NA>	0	<NA>	<NA>	1.62	01:01.5	<NA>	M00	64.0	0.0	119.96	92.8	8.0	13.0	280.0	120.09	92.85	0.0	0.0	0	0	0	0	0	0	0	0	<NA>
2	40226502016F02Q0101	B01	2	악양우1제	악양천	지방하천	D02	4885032023	경남 하동군 악양면 신대리 831-3번지선	<NA>	<NA>	0000+0000	M00	4885032021	경남 하동군 악양면 미점리 310-2번지선	<NA>	<NA>	<NA>	<NA>	0.0	01:00.2	<NA>	M00	855.0	0.0	12.94	12.75	60.0	126.0	2000.0	16.27	15.47	2.5	6.8	0	0	0	0	0	0	0	0	<NA>
3	20231102014F02Q0101	B01	8	대산우1	대산천	지방하천	D02	4888037027	경남 거창군 남상면 오계리 (No.74+73)	0	0	0074+0073	M00	4888037027	경남 거창군 남상면 오계리 (No.60+00)	0	0	<NA>	<NA>	0.0	01:01.5	0	M00	180.0	235.0	239.25	221.68	35.0	55.0	1473.0	240.48	222.35	2.0	3.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
4	20268902015F02Q0101	B01	8	용덕우4제	용덕천	지방하천	D02	4825034024	경남 김해시 한림면 신천리 389-15도	<NA>	<NA>	0000+0000	M00	4825034024	경남 김해시 한림면 신천리 375-4창	<NA>	<NA>	<NA>	<NA>	4.884	01:02.4	0	M00	60.0	0.0	48.45	33.04	9.0	17.0	726.0	51.13	33.21	3.9	0.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
5	20268602015F02Q0101	B01	2	퇴래우1제	퇴래천	지방하천	D02	4825034021	경남 김해시 한림면 명동리 17-1도	<NA>	<NA>	0000+0000	M00	4825034027	경남 김해시 한림면 안하리 2014도	<NA>	0	<NA>	<NA>	0.0	1.8	0	M00	125.0	0.0	8.04	7.96	35.0	57.0	375.0	8.51	9.97	0.0	0.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
6	20268602015F02Q0101	B01	3	퇴래우2제	퇴래천	지방하천	D02	4825034021	경남 김해시 한림면 명동리 8-7대	<NA>	<NA>	0000+0000	M00	4825034021	경남 김해시 한림면 명동리 11-2구	<NA>	<NA>	<NA>	<NA>	0.375	1.9	0	M00	125.0	0.0	8.13	8.04	45.0	72.0	183.0	8.76	8.51	0.0	0.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
7	40226702016F01Q0101	B01	1	무제부	신성천	지방하천	D00	<NA>	<NA>	0	0	0000+0000	M00	<NA>	0	0	0	<NA>	<NA>	0.0	0	0	M00	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0	0	0	0	0	0	0	0	0.0
8	20268902015F02Q0101	B01	7	용덕우3제	용덕천	지방하천	D02	4825034024	경남 김해시 한림면 신천리 240-1잡	<NA>	<NA>	0000+0000	M00	4825034024	경남 김해시 한림면 신천리 58-4답	<NA>	<NA>	<NA>	<NA>	4.68	01:01.5	0	M00	120.0	135.0	32.52	30.14	11.0	16.0	194.0	32.95	30.15	0.0	0.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
9	40226702016F01Q0101	B01	4	신성좌4제	신성천	지방하천	D01	4885032024	경남 하동군 악양면 신성리 210-1지선	<NA>	<NA>	0000+0000	M00	4885032024	경남 하동군 악양면 신성리 224번지선	<NA>	<NA>	<NA>	<NA>	1.64	01:00.4	<NA>	M00	64.0	0.0	106.92	97.14	12.0	13.0	108.0	115.01	97.19	0.0	0.0	0	0	0	0	0	0	0	0	<NA>

	하천관리코드	구분코드	일련번호	제방명	하천명	하천등급	좌우안 코드	기점_동코드	기점_기타주소	기점_지번_본번	기점_지번_부번	기점_측점번호	기점_산지	종점_동코드	종점_기타주소	종점_지번_본번	종점_지번_부번	종점_측점번호	보호면적 및 시설	개수구간_비고	수리수문현황_하구로부터제방종점까지의거리	수리수문현황_비고	비탈구배_제내지	비탈구배_제외지	종점_산지	수리수문현황_계획홍수량1	수리수문현황_계획홍수량2	수리수문현황_계획홍수위시점	수리수문현황_계획홍수위종점	수리수문현황_계획하폭1	수리수문현황_계획하폭2	제방_연장	제방_둑마루표고_상류측	제방_둑마루표고_하류측	제방_둑마루턱의폭_마루1	제방_둑마루턱의폭_마루2	소단폭	소단폭_제내지	소단폭_제외지	천단폭	축제고_최대	축제고_평균	설치사업명	시행기관	시공회사	공사기간	주요시설현황_구분	주요시설현황_배수통관	주요시설현황_배수암거	주요시설현황_보	주요시설현황_낙차공	주요시설현황_기타	시설등록 및 관리담당_등록기관	시설등록 및 관리담당_등록일자
5360	20259202020F02Q0101	B01	9	의령좌6제	의령천	지방하천	D01	4872031028	경남 의령군 가례면 대천리 410-3	410	3	0008+0950	<NA>	4872031028	경남 의령군 가례면 대천리 76-1	76	1	0007+0890	<NA>	<NA>	7.89	<NA>	<NA>	<NA>	<NA>	554.0	456.0	43.69	37.35	48.0	83.0	1060.0	45.09	38.76	0.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	1	<NA>	1	<NA>	<NA>	<NA>	<NA>
5361	20259202020F02Q0101	B01	10	의령좌7제	의령천	지방하천	D01	4872032023	경남 의령군 칠곡면 신포리 744-23	744	23	0010+0750	<NA>	4872031028	경남 의령군 가례면 대천리 410-3	410	3	0008+0950	<NA>	<NA>	8.95	<NA>	<NA>	<NA>	<NA>	456.0	347.0	57.71	43.69	28.0	90.0	1800.0	57.38	45.09	3.8	7.5	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	5	2	5	<NA>	<NA>	<NA>	<NA>
5362	20259202020F02Q0101	B01	11	의령우5제	의령천	지방하천	D02	4872031028	경남 의령군 가례면 대천리 260-1	260	1	0008+0130	<NA>	4872031028	경남 의령군 가례면 대천리 60	60	0	0006+0590	<NA>	<NA>	7.94	<NA>	<NA>	<NA>	<NA>	554.0	<NA>	38.69	37.59	68.0	83.0	195.0	40.72	39.27	0.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	1	3	<NA>	<NA>	<NA>	<NA>
5363	20259202020F02Q0101	B01	12	의령우6제	의령천	지방하천	D02	4872031028	경남 의령군 가례면 대천리 478	478	0	0009+0480	<NA>	4872031028	경남 의령군 가례면 대천리 260-1	260	1	0008+0130	<NA>	<NA>	8.13	<NA>	<NA>	<NA>	<NA>	554.0	456.0	48.18	38.69	48.0	90.0	1350.0	49.05	40.72	2.0	4.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	3	<NA>	<NA>	<NA>	<NA>
5364	20259202020F02Q0101	B01	13	의령우7제	의령천	지방하천	D02	4872031029	경남 의령군 가례면 봉두리 89-24	89	24	0010+0260	<NA>	4872031029	경남 의령군 가례면 봉두리 90	90	0	0009+0615	<NA>	<NA>	9.62	<NA>	<NA>	<NA>	<NA>	456.0	347.0	53.91	48.78	40.0	59.0	640.0	53.98	50.18	2.5	4.3	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	1	2	<NA>	<NA>	<NA>	<NA>
5365	20259202020F02Q0101	B01	14	의령우8제	의령천	지방하천	D02	4872031029	경남 의령군 가례면 봉두리 276	276	0	0010+0440	<NA>	4872031029	경남 의령군 가례면 봉두리 286	286	0	0010+0360	<NA>	<NA>	10.36	<NA>	<NA>	<NA>	<NA>	347.0	<NA>	55.31	54.75	40.0	<NA>	80.0	54.8	55.11	0.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	1	<NA>	<NA>	<NA>	<NA>
5366	27205702020F02Q0101	B01	15	안정좌1제	안정천	지방하천	D02	4822034027	경상남도 통영시 광도면 안정리 1109-8	1109	8	0001+0700	<NA>	4822034027	경상남도 통영시 광도면 안정리 1186	1186	0	0001+0409	<NA>	<NA>	1.409	<NA>	01:00.5	<NA>	<NA>	96.0	<NA>	26.67	18.43	14.0	21.0	291.0	26.9	21.03	0.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
5367	27205702020F02Q0101	B01	16	안정좌2제	안정천	지방하천	D02	4822034027	경상남도 통영시 광도면 안정리 1337-1	1337	1	0002+0200	<NA>	4822034027	경상남도 통영시 광도면 안정리 1109-8	1109	8	0001+0700	<NA>	<NA>	1.7	<NA>	01:00.5	<NA>	<NA>	96.0	<NA>	39.43	26.67	15.0	27.0	500.0	41.56	26.9	0.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
5368	27205702020F02Q0101	B01	17	안정좌3제	안정천	지방하천	D02	4822034027	경상남도 통영시 광도면 안정리 1339	1339	0	0002+0287	<NA>	4822034027	경상남도 통영시 광도면 안정리 1337-1	1337	1	0002+0200	<NA>	<NA>	2.2	<NA>	01:00.5	<NA>	<NA>	96.0	<NA>	50.54	39.43	7.0	25.0	87.0	49.86	41.56	0.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>
5369	27205702020F02Q0101	B01	18	안정우1제	안정천	지방하천	D02	4822034027	경상남도 통영시 광도면 안정리 1341-1	1341	1	0002+0225	<NA>	4822034027	경상남도 통영시 광도면 안정리 1355	1355	0	0002+0000	<NA>	<NA>	2.0	<NA>	01:00.5	<NA>	<NA>	96.0	<NA>	45.67	32.87	17.0	27.0	225.0	46.86	34.19	3.0	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>	<NA>

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Common Values (Plot)

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Hangul

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Latin

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ASCII

Hangul

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