gimi9 Pandas Profiling

Dataset statistics

Number of variables	20
Number of observations	10000
Missing cells	1624
Missing cells (%)	0.8%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.7 MiB
Average record size in memory	175.0 B

Variable types

Text	8
Numeric	7
Categorical	2
Boolean	2
DateTime	1

Dataset

Description	소방용수시설(제공표준)
Author	경기도
URL	https://data.gg.go.kr/portal/data/service/selectServicePage.do?&infId=TIDDT2DX1D6451A23TVZ27126565&infSeq=1

Alerts

`데이터기준일자` has constant value ""	Constant
`시설유형코드` is highly overall correlated with `보호틀유무`	High correlation
`시군구코드` is highly overall correlated with `관할기관명`	High correlation
`경도` is highly overall correlated with `관할기관명`	High correlation
`보호틀유무` is highly overall correlated with `시설유형코드`	High correlation
`관할기관명` is highly overall correlated with `시군구코드` and 1 other fields	High correlation
`시도명` is highly imbalanced (94.7%)	Imbalance
`사용가능여부` is highly imbalanced (82.5%)	Imbalance
`상세위치` has 182 (1.8%) missing values	Missing
`설치연도` has 145 (1.5%) missing values	Missing
`배관깊이` has 371 (3.7%) missing values	Missing
`출수압력` has 475 (4.8%) missing values	Missing
`배관지름` has 337 (3.4%) missing values	Missing
`배관깊이` has 198 (2.0%) zeros	Zeros
`출수압력` has 121 (1.2%) zeros	Zeros

Reproduction

Analysis started	2023-12-10 21:17:02.122535
Analysis finished	2023-12-10 21:17:12.538456
Duration	10.42 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

시설번호
Text

Distinct	9566
Distinct (%)	95.7%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	23
Median length	20
Mean length	7.1039
Min length	1

Characters and Unicode

Total characters	71039
Distinct characters	239
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	9226 ?
Unique (%)	92.3%

Sample

1st row	여주19
2nd row	광주시청-387
3rd row	신길-64
4th row	경기-월롱-17
5th row	화성목동-18

Value	Count	Frequency (%)
김포시	431	3.3%
소화전	218	1.6%
시관리	211	1.6%
미인수	176	1.3%
화성시	118	0.9%
사설-평택	111	0.8%
신장	94	0.7%
2022	94	0.7%
구리	75	0.6%
시청	63	0.5%
Other values (8736)	11662	88.0%

Most occurring characters

Value	Count	Frequency (%)
-	6625	9.3%
1	5894	8.3%
0	5245	7.4%
2	4808	6.8%
	3303	4.6%
호	3270	4.6%
3	2852	4.0%
4	2671	3.8%
6	2167	3.1%
5	2131	3.0%
Other values (229)	32073	45.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	31283	44.0%
Other Letter	27879	39.2%
Dash Punctuation	6625	9.3%
Space Separator	3303	4.6%
Open Punctuation	819	1.2%
Close Punctuation	818	1.2%
Lowercase Letter	211	0.3%
Uppercase Letter	60	0.1%
Connector Punctuation	23	< 0.1%
Other Punctuation	18	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
호	3270	11.7%
시	2063	7.4%
부	815	2.9%
청	663	2.4%
천	660	2.4%
포	656	2.4%
화	611	2.2%
양	545	2.0%
주	541	1.9%
미	536	1.9%
Other values (195)	17519	62.8%

Decimal Number

Value	Count	Frequency (%)
1	5894	18.8%
0	5245	16.8%
2	4808	15.4%
3	2852	9.1%
4	2671	8.5%
6	2167	6.9%
5	2131	6.8%
7	2036	6.5%
8	1801	5.8%
9	1678	5.4%

Uppercase Letter

Value	Count	Frequency (%)
L	19	31.7%
H	17	28.3%
N	5	8.3%
E	5	8.3%
T	5	8.3%
X	5	8.3%
S	2	3.3%
J	1	1.7%
A	1	1.7%

Lowercase Letter

Value	Count	Frequency (%)
m	69	32.7%
v	69	32.7%
t	69	32.7%
u	2	0.9%
l	1	0.5%
g	1	0.5%

Open Punctuation

Value	Count	Frequency (%)
(	810	98.9%
[	9	1.1%

Close Punctuation

Value	Count	Frequency (%)
)	810	99.0%
]	8	1.0%

Other Punctuation

Value	Count	Frequency (%)
.	10	55.6%
,	8	44.4%

Dash Punctuation

Value	Count	Frequency (%)
-	6625	100.0%

Space Separator

Value	Count	Frequency (%)
	3303	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	23	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	42889	60.4%
Hangul	27879	39.2%
Latin	271	0.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
호	3270	11.7%
시	2063	7.4%
부	815	2.9%
청	663	2.4%
천	660	2.4%
포	656	2.4%
화	611	2.2%
양	545	2.0%
주	541	1.9%
미	536	1.9%
Other values (195)	17519	62.8%

Common

Value	Count	Frequency (%)
-	6625	15.4%
1	5894	13.7%
0	5245	12.2%
2	4808	11.2%
	3303	7.7%
3	2852	6.6%
4	2671	6.2%
6	2167	5.1%
5	2131	5.0%
7	2036	4.7%
Other values (9)	5157	12.0%

Latin

Value	Count	Frequency (%)
m	69	25.5%
v	69	25.5%
t	69	25.5%
L	19	7.0%
H	17	6.3%
N	5	1.8%
E	5	1.8%
T	5	1.8%
X	5	1.8%
u	2	0.7%
Other values (5)	6	2.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	43160	60.8%
Hangul	27879	39.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
-	6625	15.3%
1	5894	13.7%
0	5245	12.2%
2	4808	11.1%
	3303	7.7%
3	2852	6.6%
4	2671	6.2%
6	2167	5.0%
5	2131	4.9%
7	2036	4.7%
Other values (24)	5428	12.6%

Hangul

Value	Count	Frequency (%)
호	3270	11.7%
시	2063	7.4%
부	815	2.9%
청	663	2.4%
천	660	2.4%
포	656	2.4%
화	611	2.2%
양	545	2.0%
주	541	1.9%
미	536	1.9%
Other values (195)	17519	62.8%

시설유형코드
Real number (ℝ)

HIGH CORRELATION

Distinct	6
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.3751

Minimum	1
Maximum	6
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	5
Maximum	6
Range	5
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.177004
Coefficient of variation (CV)	0.85594069
Kurtosis	9.7112496
Mean	1.3751
Median Absolute Deviation (MAD)	0
Skewness	3.3257415
Sum	13751
Variance	1.3853385
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
1	8702	87.0%
2	581	5.8%
6	476	4.8%
5	137	1.4%
3	70	0.7%
4	34	0.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	8702	87.0%
2	581	5.8%
3	70	0.7%
4	34	0.3%
5	137	1.4%
6	476	4.8%

Value	Count	Frequency (%)
6	476	4.8%
5	137	1.4%
4	34	0.3%
3	70	0.7%
2	581	5.8%
1	8702	87.0%

시도명
Categorical

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

경기도	9940
경기도	60

Length

Max length	4
Median length	3
Mean length	3.006
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
경기도	9940	99.4%
경기도	60	0.6%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
경기도	10000	100.0%

시군구명
Text

Distinct	68
Distinct (%)	0.7%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	8
Median length	3
Mean length	4.2682
Min length	3

Characters and Unicode

Total characters	42682
Distinct characters	74
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

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

Unique

Unique	8 ?
Unique (%)	0.1%

Sample

1st row	여주시
2nd row	광주시
3rd row	안산시 단원구
4th row	파주시
5th row	화성시

Value	Count	Frequency (%)
평택시	856	6.6%
성남시	679	5.3%
김포시	646	5.0%
수원시	611	4.7%
시흥시	558	4.3%
용인시	524	4.1%
고양시	507	3.9%
부천시	494	3.8%
안산시	476	3.7%
화성시	442	3.4%
Other values (54)	7118	55.1%

Most occurring characters

Value	Count	Frequency (%)
시	10273	24.1%
	2977	7.0%
구	2935	6.9%
주	1492	3.5%
양	1460	3.4%
성	1384	3.2%
안	1376	3.2%
남	1213	2.8%
천	1140	2.7%
원	1121	2.6%
Other values (64)	17311	40.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	39705	93.0%
Space Separator	2977	7.0%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
시	10273	25.9%
구	2935	7.4%
주	1492	3.8%
양	1460	3.7%
성	1384	3.5%
안	1376	3.5%
남	1213	3.1%
천	1140	2.9%
원	1121	2.8%
포	1067	2.7%
Other values (63)	16244	40.9%

Space Separator

Value	Count	Frequency (%)
	2977	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	39705	93.0%
Common	2977	7.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
시	10273	25.9%
구	2935	7.4%
주	1492	3.8%
양	1460	3.7%
성	1384	3.5%
안	1376	3.5%
남	1213	3.1%
천	1140	2.9%
원	1121	2.8%
포	1067	2.7%
Other values (63)	16244	40.9%

Common

Value	Count	Frequency (%)
	2977	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	39705	93.0%
ASCII	2977	7.0%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
시	10273	25.9%
구	2935	7.4%
주	1492	3.8%
양	1460	3.7%
성	1384	3.5%
안	1376	3.5%
남	1213	3.1%
천	1140	2.9%
원	1121	2.8%
포	1067	2.7%
Other values (63)	16244	40.9%

ASCII

Value	Count	Frequency (%)
	2977	100.0%

시군구코드
Real number (ℝ)

HIGH CORRELATION

Distinct	45
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	41368.575

Minimum	41105
Maximum	41830
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	41105
5-th percentile	41117
Q1	41210
median	41360
Q3	41550
95-th percentile	41650
Maximum	41830
Range	725
Interquartile range (IQR)	340

Descriptive statistics

Standard deviation	184.96404
Coefficient of variation (CV)	0.0044711242
Kurtosis	-0.85374295
Mean	41368.575
Median Absolute Deviation (MAD)	150
Skewness	0.37018364
Sum	4.1368575 × 10⁸
Variance	34211.696
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=45)

Value	Count	Frequency (%)
41220	856	8.6%
41570	646	6.5%
41390	558	5.6%
41190	494	4.9%
41590	442	4.4%
41480	428	4.3%
41610	360	3.6%
41360	349	3.5%
41273	314	3.1%
41210	264	2.6%
Other values (35)	5289	52.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
41105	3	< 0.1%
41111	135	1.4%
41113	226	2.3%
41115	134	1.3%
41117	164	1.6%
41131	175	1.8%
41133	197	2.0%
41135	259	2.6%
41150	260	2.6%
41170	1	< 0.1%

Value	Count	Frequency (%)
41830	100	1.0%
41820	81	0.8%
41800	95	0.9%
41670	102	1.0%
41650	197	2.0%
41630	253	2.5%
41610	360	3.6%
41590	442	4.4%
41570	646	6.5%
41550	262	2.6%

소재지지번주소
Text

Distinct	9539
Distinct (%)	95.4%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	46
Median length	41
Mean length	19.3034
Min length	1

Characters and Unicode

Total characters	193034
Distinct characters	407
Distinct categories	11 ?
Distinct scripts	3 ?
Distinct blocks	4 ?

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

Unique

Unique	9174 ?
Unique (%)	91.7%

Sample

1st row	경기도 여주시　연양동　332원　부근
2nd row	경기도 광주시 양벌동 390-5
3rd row	경기도 안산시 단원구 원곡동 747-7
4th row	경기도 파주시 월롱면 덕은리 1239
5th row	화성시 중동 산 119-5

Value	Count	Frequency (%)
경기도	9836	21.3%
평택시	856	1.9%
성남시	679	1.5%
김포시	646	1.4%
수원시	611	1.3%
시흥시	551	1.2%
용인시	530	1.1%
고양시	508	1.1%
부천시	494	1.1%
안산시	476	1.0%
Other values (8843)	31050	67.2%

Most occurring characters

Value	Count	Frequency (%)
	36538	18.9%
시	10301	5.3%
도	10150	5.3%
기	10086	5.2%
경	9861	5.1%
동	7864	4.1%
1	7678	4.0%
-	6731	3.5%
2	4924	2.6%
3	4201	2.2%
Other values (397)	84700	43.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	109637	56.8%
Decimal Number	39926	20.7%
Space Separator	36567	18.9%
Dash Punctuation	6731	3.5%
Open Punctuation	52	< 0.1%
Close Punctuation	52	< 0.1%
Other Punctuation	37	< 0.1%
Uppercase Letter	28	< 0.1%
Lowercase Letter	2	< 0.1%
Letter Number	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
시	10301	9.4%
도	10150	9.3%
기	10086	9.2%
경	9861	9.0%
동	7864	7.2%
구	3324	3.0%
리	3123	2.8%
양	2369	2.2%
산	2033	1.9%
성	1753	1.6%
Other values (363)	48773	44.5%

Uppercase Letter

Value	Count	Frequency (%)
N	5	17.9%
B	4	14.3%
I	3	10.7%
G	3	10.7%
C	2	7.1%
S	2	7.1%
R	2	7.1%
M	2	7.1%
Q	1	3.6%
H	1	3.6%
Other values (3)	3	10.7%

Decimal Number

Value	Count	Frequency (%)
1	7678	19.2%
2	4924	12.3%
3	4201	10.5%
4	3839	9.6%
6	3767	9.4%
5	3620	9.1%
7	3349	8.4%
8	3031	7.6%
9	2782	7.0%
0	2735	6.9%

Space Separator

Value	Count	Frequency (%)
	36538	99.9%
	29	0.1%

Other Punctuation

Value	Count	Frequency (%)
,	34	91.9%
?	3	8.1%

Lowercase Letter

Value	Count	Frequency (%)
e	1	50.0%
m	1	50.0%

Dash Punctuation

Value	Count	Frequency (%)
-	6731	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	52	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	52	100.0%

Letter Number

Value	Count	Frequency (%)
Ⅰ	1	100.0%

Control

Value	Count	Frequency (%)
	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	109637	56.8%
Common	83366	43.2%
Latin	31	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
시	10301	9.4%
도	10150	9.3%
기	10086	9.2%
경	9861	9.0%
동	7864	7.2%
구	3324	3.0%
리	3123	2.8%
양	2369	2.2%
산	2033	1.9%
성	1753	1.6%
Other values (363)	48773	44.5%

Common

Value	Count	Frequency (%)
	36538	43.8%
1	7678	9.2%
-	6731	8.1%
2	4924	5.9%
3	4201	5.0%
4	3839	4.6%
6	3767	4.5%
5	3620	4.3%
7	3349	4.0%
8	3031	3.6%
Other values (8)	5688	6.8%

Latin

Value	Count	Frequency (%)
N	5	16.1%
B	4	12.9%
I	3	9.7%
G	3	9.7%
C	2	6.5%
S	2	6.5%
R	2	6.5%
M	2	6.5%
Ⅰ	1	3.2%
Q	1	3.2%
Other values (6)	6	19.4%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	109637	56.8%
ASCII	83367	43.2%
None	29	< 0.1%
Number Forms	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	36538	43.8%
1	7678	9.2%
-	6731	8.1%
2	4924	5.9%
3	4201	5.0%
4	3839	4.6%
6	3767	4.5%
5	3620	4.3%
7	3349	4.0%
8	3031	3.6%
Other values (22)	5689	6.8%

Hangul

Value	Count	Frequency (%)
시	10301	9.4%
도	10150	9.3%
기	10086	9.2%
경	9861	9.0%
동	7864	7.2%
구	3324	3.0%
리	3123	2.8%
양	2369	2.2%
산	2033	1.9%
성	1753	1.6%
Other values (363)	48773	44.5%

None

Value	Count	Frequency (%)
	29	100.0%

Number Forms

Value	Count	Frequency (%)
Ⅰ	1	100.0%

소재지도로명주소
Text

Distinct	7179
Distinct (%)	71.8%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	50
Median length	45
Mean length	15.0009
Min length	1

Characters and Unicode

Total characters	150009
Distinct characters	543
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	6929 ?
Unique (%)	69.3%

Sample

1st row	N
2nd row	N
3rd row	경기도 안산시 단원구 원곡로37
4th row	경기도 파주시 엘씨디로 201
5th row	N

Value	Count	Frequency (%)
경기도	7239	19.6%
n	2526	6.8%
평택시	633	1.7%
성남시	631	1.7%
수원시	549	1.5%
부천시	479	1.3%
안산시	468	1.3%
고양시	386	1.0%
단원구	325	0.9%
김포시	314	0.8%
Other values (7078)	23431	63.4%

Most occurring characters

Value	Count	Frequency (%)
	27516	18.3%
시	7626	5.1%
도	7517	5.0%
경	7473	5.0%
기	7436	5.0%
로	6354	4.2%
1	5667	3.8%
2	3874	2.6%
길	3663	2.4%
3	2970	2.0%
Other values (533)	69913	46.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	91092	60.7%
Space Separator	27519	18.3%
Decimal Number	26830	17.9%
Uppercase Letter	2559	1.7%
Dash Punctuation	1493	1.0%
Close Punctuation	217	0.1%
Open Punctuation	216	0.1%
Other Punctuation	73	< 0.1%
Lowercase Letter	9	< 0.1%
Other Symbol	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
시	7626	8.4%
도	7517	8.3%
경	7473	8.2%
기	7436	8.2%
로	6354	7.0%
길	3663	4.0%
구	2677	2.9%
번	2675	2.9%
산	1672	1.8%
안	1556	1.7%
Other values (494)	42443	46.6%

Uppercase Letter

Value	Count	Frequency (%)
N	2526	98.7%
G	6	0.2%
S	4	0.2%
X	4	0.2%
L	4	0.2%
B	4	0.2%
K	3	0.1%
A	2	0.1%
P	2	0.1%
T	1	< 0.1%
Other values (3)	3	0.1%

Decimal Number

Value	Count	Frequency (%)
1	5667	21.1%
2	3874	14.4%
3	2970	11.1%
4	2545	9.5%
5	2443	9.1%
6	2095	7.8%
7	1899	7.1%
0	1866	7.0%
8	1830	6.8%
9	1641	6.1%

Lowercase Letter

Value	Count	Frequency (%)
m	4	44.4%
x	1	11.1%
c	1	11.1%
p	1	11.1%
s	1	11.1%
e	1	11.1%

Other Punctuation

Value	Count	Frequency (%)
?	45	61.6%
,	22	30.1%
@	4	5.5%
.	2	2.7%

Space Separator

Value	Count	Frequency (%)
	27516	> 99.9%
	3	< 0.1%

Dash Punctuation

Value	Count	Frequency (%)
-	1493	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	217	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	216	100.0%

Other Symbol

Value	Count	Frequency (%)
㈜	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	91093	60.7%
Common	56348	37.6%
Latin	2568	1.7%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
시	7626	8.4%
도	7517	8.3%
경	7473	8.2%
기	7436	8.2%
로	6354	7.0%
길	3663	4.0%
구	2677	2.9%
번	2675	2.9%
산	1672	1.8%
안	1556	1.7%
Other values (495)	42444	46.6%

Common

Value	Count	Frequency (%)
	27516	48.8%
1	5667	10.1%
2	3874	6.9%
3	2970	5.3%
4	2545	4.5%
5	2443	4.3%
6	2095	3.7%
7	1899	3.4%
0	1866	3.3%
8	1830	3.2%
Other values (9)	3643	6.5%

Latin

Value	Count	Frequency (%)
N	2526	98.4%
G	6	0.2%
m	4	0.2%
S	4	0.2%
X	4	0.2%
L	4	0.2%
B	4	0.2%
K	3	0.1%
A	2	0.1%
P	2	0.1%
Other values (9)	9	0.4%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	91092	60.7%
ASCII	58913	39.3%
None	4	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	27516	46.7%
1	5667	9.6%
2	3874	6.6%
3	2970	5.0%
4	2545	4.3%
N	2526	4.3%
5	2443	4.1%
6	2095	3.6%
7	1899	3.2%
0	1866	3.2%
Other values (27)	5512	9.4%

Hangul

Value	Count	Frequency (%)
시	7626	8.4%
도	7517	8.3%
경	7473	8.2%
기	7436	8.2%
로	6354	7.0%
길	3663	4.0%
구	2677	2.9%
번	2675	2.9%
산	1672	1.8%
안	1556	1.7%
Other values (494)	42443	46.6%

None

Value	Count	Frequency (%)
	3	75.0%
㈜	1	25.0%

위도
Text

Distinct	9467
Distinct (%)	94.9%
Missing	27
Missing (%)	0.3%
Memory size	156.2 KiB

Length

Max length	13
Median length	13
Mean length	12.929008
Min length	1

Characters and Unicode

Total characters	128941
Distinct characters	12
Distinct categories	3 ?
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	9108 ?
Unique (%)	91.3%

Sample

1st row	N
2nd row	37.3770386672
3rd row	37.3306597164
4th row	37.8099418543
5th row	37.2066361255

Value	Count	Frequency (%)
n	59	0.6%
37.0357005222	7	0.1%
37.3659453911	7	0.1%
37.1210044472	6	0.1%
37.4089699264	5	0.1%
37.8175900983	5	0.1%
37.7394019398	5	0.1%
37.6435589601	5	0.1%
37.3741912548	5	0.1%
37.8099418543	4	< 0.1%
Other values (9457)	9865	98.9%

Most occurring characters

Value	Count	Frequency (%)
3	20792	16.1%
7	19149	14.9%
6	10494	8.1%
4	10387	8.1%
2	10208	7.9%
.	9914	7.7%
0	9833	7.6%
9	9695	7.5%
5	9556	7.4%
8	9430	7.3%
Other values (2)	9483	7.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	118968	92.3%
Other Punctuation	9914	7.7%
Uppercase Letter	59	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
3	20792	17.5%
7	19149	16.1%
6	10494	8.8%
4	10387	8.7%
2	10208	8.6%
0	9833	8.3%
9	9695	8.1%
5	9556	8.0%
8	9430	7.9%
1	9424	7.9%

Other Punctuation

Value	Count	Frequency (%)
.	9914	100.0%

Uppercase Letter

Value	Count	Frequency (%)
N	59	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	128882	> 99.9%
Latin	59	< 0.1%

Most frequent character per script

Common

Value	Count	Frequency (%)
3	20792	16.1%
7	19149	14.9%
6	10494	8.1%
4	10387	8.1%
2	10208	7.9%
.	9914	7.7%
0	9833	7.6%
9	9695	7.5%
5	9556	7.4%
8	9430	7.3%

Latin

Value	Count	Frequency (%)
N	59	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	128941	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
3	20792	16.1%
7	19149	14.9%
6	10494	8.1%
4	10387	8.1%
2	10208	7.9%
.	9914	7.7%
0	9833	7.6%
9	9695	7.5%
5	9556	7.4%
8	9430	7.3%
Other values (2)	9483	7.4%

경도
Real number (ℝ)

HIGH CORRELATION

Distinct	9466
Distinct (%)	95.5%
Missing	86
Missing (%)	0.9%
Infinite	0
Infinite (%)	0.0%
Mean	126.99481

Minimum	126.39155
Maximum	127.75782
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	126.39155
5-th percentile	126.67286
Q1	126.81423
median	127.01042
Q3	127.12949
95-th percentile	127.35321
Maximum	127.75782
Range	1.3662711
Interquartile range (IQR)	0.31525148

Descriptive statistics

Standard deviation	0.2150122
Coefficient of variation (CV)	0.0016930787
Kurtosis	0.078783549
Mean	126.99481
Median Absolute Deviation (MAD)	0.15426547
Skewness	0.36956903
Sum	1259026.5
Variance	0.046230248
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
126.7125607489	7	0.1%
127.0533464784	7	0.1%
127.0685272071	6	0.1%
127.1210706359	5	0.1%
126.973638935	5	0.1%
127.086981032	5	0.1%
126.8542393513	5	0.1%
127.0501169382	5	0.1%
126.7598272969	4	< 0.1%
126.9483708542	4	< 0.1%
Other values (9456)	9861	98.6%
(Missing)	86	0.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
126.3915488852	1	< 0.1%
126.5252557914	1	< 0.1%
126.5265135516	1	< 0.1%
126.5285706997	1	< 0.1%
126.5298389033	1	< 0.1%
126.5310068683	1	< 0.1%
126.5348761385	1	< 0.1%
126.5350723371	1	< 0.1%
126.5376474893	1	< 0.1%
126.5380024631	1	< 0.1%

Value	Count	Frequency (%)
127.7578200046	1	< 0.1%
127.7552359639	1	< 0.1%
127.7523702338	1	< 0.1%
127.7194320555	1	< 0.1%
127.7167832707	1	< 0.1%
127.7167416078	1	< 0.1%
127.7127886122	1	< 0.1%
127.7108071818	1	< 0.1%
127.705292107	1	< 0.1%
127.7052463253	1	< 0.1%

상세위치
Text

MISSING

Distinct	8716
Distinct (%)	88.8%
Missing	182
Missing (%)	1.8%
Memory size	156.2 KiB

Length

Max length	63
Median length	44
Mean length	9.5440008
Min length	1

Characters and Unicode

Total characters	93703
Distinct characters	932
Distinct categories	12 ?
Distinct scripts	4 ?
Distinct blocks	5 ?

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

Unique

Unique	8414 ?
Unique (%)	85.7%

Sample

1st row	금은모래공중화장실 옆
2nd row	중앙천막 앞
3rd row	GS편의점 앞
4th row	LG 디스플레이 기숙사 F동 건너편
5th row	아단빌 근처

Value	Count	Frequency (%)
앞	3870	16.4%
옆	963	4.1%
인근	739	3.1%
맞은편	364	1.5%
입구	330	1.4%
파악중	316	1.3%
건너편	264	1.1%
정문	212	0.9%
도로	205	0.9%
삼거리	194	0.8%
Other values (9793)	16173	68.4%

Most occurring characters

Value	Count	Frequency (%)
	14102	15.0%
앞	4256	4.5%
동	1536	1.6%
리	1525	1.6%
인	1413	1.5%
1	1252	1.3%
도	1145	1.2%
옆	1073	1.1%
근	1072	1.1%
로	1032	1.1%
Other values (922)	65297	69.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	72227	77.1%
Space Separator	14102	15.0%
Decimal Number	5141	5.5%
Uppercase Letter	981	1.0%
Lowercase Letter	420	0.4%
Close Punctuation	215	0.2%
Open Punctuation	213	0.2%
Dash Punctuation	210	0.2%
Other Punctuation	129	0.1%
Other Symbol	52	0.1%
Other values (2)	13	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
앞	4256	5.9%
동	1536	2.1%
리	1525	2.1%
인	1413	2.0%
도	1145	1.6%
옆	1073	1.5%
근	1072	1.5%
로	1032	1.4%
스	1002	1.4%
파	983	1.4%
Other values (838)	57190	79.2%

Uppercase Letter

Value	Count	Frequency (%)
C	116	11.8%
S	114	11.6%
G	95	9.7%
U	72	7.3%
M	61	6.2%
L	57	5.8%
B	52	5.3%
K	51	5.2%
I	49	5.0%
A	44	4.5%
Other values (16)	270	27.5%

Lowercase Letter

Value	Count	Frequency (%)
m	117	27.9%
s	45	10.7%
c	45	10.7%
g	32	7.6%
e	31	7.4%
u	23	5.5%
k	18	4.3%
a	15	3.6%
t	13	3.1%
o	10	2.4%
Other values (14)	71	16.9%

Decimal Number

Value	Count	Frequency (%)
1	1252	24.4%
0	841	16.4%
2	779	15.2%
3	527	10.3%
5	424	8.2%
4	377	7.3%
6	297	5.8%
7	223	4.3%
9	219	4.3%
8	202	3.9%

Other Punctuation

Value	Count	Frequency (%)
,	63	48.8%
.	21	16.3%
&	14	10.9%
/	10	7.8%
@	8	6.2%
?	5	3.9%
:	4	3.1%
"	2	1.6%
'	2	1.6%

Close Punctuation

Value	Count	Frequency (%)
)	213	99.1%
』	1	0.5%
」	1	0.5%

Open Punctuation

Value	Count	Frequency (%)
(	211	99.1%
『	1	0.5%
「	1	0.5%

Math Symbol

Value	Count	Frequency (%)
>	4	40.0%
~	3	30.0%
+	3	30.0%

Letter Number

Value	Count	Frequency (%)
Ⅲ	1	33.3%
Ⅱ	1	33.3%
Ⅰ	1	33.3%

Space Separator

Value	Count	Frequency (%)
	14102	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	210	100.0%

Other Symbol

Value	Count	Frequency (%)
㈜	52	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	72277	77.1%
Common	20020	21.4%
Latin	1404	1.5%
Han	2	< 0.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
앞	4256	5.9%
동	1536	2.1%
리	1525	2.1%
인	1413	2.0%
도	1145	1.6%
옆	1073	1.5%
근	1072	1.5%
로	1032	1.4%
스	1002	1.4%
파	983	1.4%
Other values (837)	57240	79.2%

Latin

Value	Count	Frequency (%)
m	117	8.3%
C	116	8.3%
S	114	8.1%
G	95	6.8%
U	72	5.1%
M	61	4.3%
L	57	4.1%
B	52	3.7%
K	51	3.6%
I	49	3.5%
Other values (43)	620	44.2%

Common

Value	Count	Frequency (%)
	14102	70.4%
1	1252	6.3%
0	841	4.2%
2	779	3.9%
3	527	2.6%
5	424	2.1%
4	377	1.9%
6	297	1.5%
7	223	1.1%
9	219	1.1%
Other values (20)	979	4.9%

Han

Value	Count	Frequency (%)
氏	1	50.0%
內	1	50.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	72225	77.1%
ASCII	21417	22.9%
None	56	0.1%
Number Forms	3	< 0.1%
CJK	2	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	14102	65.8%
1	1252	5.8%
0	841	3.9%
2	779	3.6%
3	527	2.5%
5	424	2.0%
4	377	1.8%
6	297	1.4%
7	223	1.0%
9	219	1.0%
Other values (66)	2376	11.1%

Hangul

Value	Count	Frequency (%)
앞	4256	5.9%
동	1536	2.1%
리	1525	2.1%
인	1413	2.0%
도	1145	1.6%
옆	1073	1.5%
근	1072	1.5%
로	1032	1.4%
스	1002	1.4%
파	983	1.4%
Other values (836)	57188	79.2%

None

Value	Count	Frequency (%)
㈜	52	92.9%
』	1	1.8%
『	1	1.8%
」	1	1.8%
「	1	1.8%

CJK

Value	Count	Frequency (%)
氏	1	50.0%
內	1	50.0%

Number Forms

Value	Count	Frequency (%)
Ⅲ	1	33.3%
Ⅱ	1	33.3%
Ⅰ	1	33.3%

안전센터명
Text

Distinct	212
Distinct (%)	2.1%
Missing	1
Missing (%)	< 0.1%
Memory size	156.2 KiB

Length

Max length	15
Median length	9
Mean length	8.8534853
Min length	2

Characters and Unicode

Total characters	88526
Distinct characters	162
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	6 ?
Unique (%)	0.1%

Sample

1st row	월송119안전센터
2nd row	오포119안전센터
3rd row	신길119안전센터
4th row	월롱119안전센터
5th row	목동119안전센터

Value	Count	Frequency (%)
중앙119안전센터	281	2.8%
정왕119안전센터	169	1.7%
양촌119안전센터	151	1.5%
시흥119안전센터	147	1.5%
세교119안전센터	146	1.5%
통진119안전센터	129	1.3%
도기119안전센터	115	1.1%
송정119안전센터	115	1.1%
수지119안전센터	113	1.1%
비전119안전센터	113	1.1%
Other values (200)	8540	85.2%

Most occurring characters

Value	Count	Frequency (%)
1	19373	21.9%
안	10009	11.3%
전	9843	11.1%
9	9683	10.9%
센	9653	10.9%
터	9653	10.9%
정	593	0.7%
원	527	0.6%
산	526	0.6%
대	522	0.6%
Other values (152)	18144	20.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	59392	67.1%
Decimal Number	29067	32.8%
Space Separator	67	0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
안	10009	16.9%
전	9843	16.6%
센	9653	16.3%
터	9653	16.3%
정	593	1.0%
원	527	0.9%
산	526	0.9%
대	522	0.9%
중	520	0.9%
남	495	0.8%
Other values (145)	17051	28.7%

Decimal Number

Value	Count	Frequency (%)
1	19373	66.6%
9	9683	33.3%
2	7	< 0.1%
3	2	< 0.1%
7	1	< 0.1%
4	1	< 0.1%

Space Separator

Value	Count	Frequency (%)
	67	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	59392	67.1%
Common	29134	32.9%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
안	10009	16.9%
전	9843	16.6%
센	9653	16.3%
터	9653	16.3%
정	593	1.0%
원	527	0.9%
산	526	0.9%
대	522	0.9%
중	520	0.9%
남	495	0.8%
Other values (145)	17051	28.7%

Common

Value	Count	Frequency (%)
1	19373	66.5%
9	9683	33.2%
	67	0.2%
2	7	< 0.1%
3	2	< 0.1%
7	1	< 0.1%
4	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	59392	67.1%
ASCII	29134	32.9%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	19373	66.5%
9	9683	33.2%
	67	0.2%
2	7	< 0.1%
3	2	< 0.1%
7	1	< 0.1%
4	1	< 0.1%

Hangul

Value	Count	Frequency (%)
안	10009	16.9%
전	9843	16.6%
센	9653	16.3%
터	9653	16.3%
정	593	1.0%
원	527	0.9%
산	526	0.9%
대	522	0.9%
중	520	0.9%
남	495	0.8%
Other values (145)	17051	28.7%

보호틀유무
Boolean

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	87.9 KiB

True	6937
False	3063

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	6937	69.4%
False	3063	30.6%

사용가능여부
Boolean

IMBALANCE

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	87.9 KiB

True	9738
False	262

Common Values (Table)
Common Values (Plot)

Value	Count	Frequency (%)
True	9738	97.4%
False	262	2.6%

설치연도
Real number (ℝ)

MISSING

Distinct	50
Distinct (%)	0.5%
Missing	145
Missing (%)	1.5%
Infinite	0
Infinite (%)	0.0%
Mean	2009.1569

Minimum	1900
Maximum	2023
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1900
5-th percentile	1993
Q1	2002
median	2010
Q3	2018
95-th percentile	2021
Maximum	2023
Range	123
Interquartile range (IQR)	16

Descriptive statistics

Standard deviation	11.443393
Coefficient of variation (CV)	0.0056956193
Kurtosis	28.339486
Mean	2009.1569
Median Absolute Deviation (MAD)	8
Skewness	-3.402261
Sum	19800241
Variance	130.95124
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2019	1320	13.2%
2017	621	6.2%
2018	521	5.2%
2022	452	4.5%
2009	446	4.5%
2016	423	4.2%
1999	383	3.8%
2008	374	3.7%
2000	367	3.7%
2005	349	3.5%
Other values (40)	4599	46.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1900	36	0.4%
1962	2	< 0.1%
1976	8	0.1%
1977	1	< 0.1%
1978	2	< 0.1%
1979	3	< 0.1%
1980	9	0.1%
1981	4	< 0.1%
1982	7	0.1%
1983	10	0.1%

Value	Count	Frequency (%)
2023	25	0.2%
2022	452	4.5%
2021	261	2.6%
2020	291	2.9%
2019	1320	13.2%
2018	521	5.2%
2017	621	6.2%
2016	423	4.2%
2015	178	1.8%
2014	199	2.0%

배관깊이
Real number (ℝ)

MISSING ZEROS

Distinct	104
Distinct (%)	1.1%
Missing	371
Missing (%)	3.7%
Infinite	0
Infinite (%)	0.0%
Mean	4.4710718

Minimum	0
Maximum	1700
Zeros	198
Zeros (%)	2.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.5
Q1	1
median	1
Q3	1.2
95-th percentile	2
Maximum	1700
Range	1700
Interquartile range (IQR)	0.2

Descriptive statistics

Standard deviation	58.60427
Coefficient of variation (CV)	13.107432
Kurtosis	406.62661
Mean	4.4710718
Median Absolute Deviation (MAD)	0.2
Skewness	19.689919
Sum	43051.95
Variance	3434.4604
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.0	3780	37.8%
1.2	1059	10.6%
1.5	1034	10.3%
0.5	898	9.0%
2.0	579	5.8%
0.8	361	3.6%
0.6	292	2.9%
0.7	258	2.6%
0.0	198	2.0%
1.3	126	1.3%
Other values (94)	1044	10.4%
(Missing)	371	3.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	198	2.0%
0.1	15	0.1%
0.12	1	< 0.1%
0.15	2	< 0.1%
0.2	22	0.2%
0.25	2	< 0.1%
0.3	82	0.8%
0.35	5	0.1%
0.4	84	0.8%
0.41	2	< 0.1%

Value	Count	Frequency (%)
1700.0	1	< 0.1%
1400.0	1	< 0.1%
1300.0	1	< 0.1%
1200.0	12	0.1%
1100.0	2	< 0.1%
1000.0	1	< 0.1%
900.0	2	< 0.1%
800.0	2	< 0.1%
750.0	1	< 0.1%
700.0	2	< 0.1%

출수압력
Real number (ℝ)

MISSING ZEROS

Distinct	88
Distinct (%)	0.9%
Missing	475
Missing (%)	4.8%
Infinite	0
Infinite (%)	0.0%
Mean	4.2244094

Minimum	0
Maximum	65
Zeros	121
Zeros (%)	1.2%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	2.5
Q1	3.4
median	4.2
Q3	5
95-th percentile	6
Maximum	65
Range	65
Interquartile range (IQR)	1.6

Descriptive statistics

Standard deviation	1.663281
Coefficient of variation (CV)	0.393731
Kurtosis	560.42047
Mean	4.2244094
Median Absolute Deviation (MAD)	0.8
Skewness	15.19369
Sum	40237.5
Variance	2.7665035
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5.0	2587	25.9%
4.0	1202	12.0%
3.0	1041	10.4%
3.5	609	6.1%
6.0	455	4.5%
4.5	449	4.5%
2.5	351	3.5%
3.3	176	1.8%
5.5	166	1.7%
3.2	156	1.6%
Other values (78)	2333	23.3%
(Missing)	475	4.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	121	1.2%
0.1	1	< 0.1%
0.2	2	< 0.1%
0.3	3	< 0.1%
0.5	69	0.7%
0.6	6	0.1%
0.65	1	< 0.1%
0.7	4	< 0.1%
0.75	1	< 0.1%
0.8	1	< 0.1%

Value	Count	Frequency (%)
65.0	3	< 0.1%
11.0	1	< 0.1%
10.0	3	< 0.1%
9.0	3	< 0.1%
8.8	1	< 0.1%
8.7	1	< 0.1%
8.5	5	0.1%
8.3	1	< 0.1%
8.1	3	< 0.1%
8.0	40	0.4%

배관지름
Real number (ℝ)

MISSING

Distinct	32
Distinct (%)	0.3%
Missing	337
Missing (%)	3.4%
Infinite	0
Infinite (%)	0.0%
Mean	112.60223

Minimum	0
Maximum	1500
Zeros	66
Zeros (%)	0.7%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	65
Q1	65
median	100
Q3	100
95-th percentile	200
Maximum	1500
Range	1500
Interquartile range (IQR)	35

Descriptive statistics

Standard deviation	72.352904
Coefficient of variation (CV)	0.64255303
Kurtosis	41.270188
Mean	112.60223
Median Absolute Deviation (MAD)	35
Skewness	4.5282387
Sum	1088075.4
Variance	5234.9427
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
100.0	4329	43.3%
65.0	2816	28.2%
200.0	954	9.5%
150.0	645	6.5%
80.0	296	3.0%
300.0	214	2.1%
400.0	73	0.7%
0.0	66	0.7%
75.0	63	0.6%
250.0	58	0.6%
Other values (22)	149	1.5%
(Missing)	337	3.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	66	0.7%
0.35	1	< 0.1%
10.0	1	< 0.1%
25.0	14	0.1%
30.0	1	< 0.1%
40.0	1	< 0.1%
45.0	2	< 0.1%
50.0	23	0.2%
60.0	16	0.2%
65.0	2816	28.2%

Value	Count	Frequency (%)
1500.0	1	< 0.1%
1100.0	1	< 0.1%
1000.0	5	0.1%
900.0	1	< 0.1%
800.0	2	< 0.1%
700.0	5	0.1%
600.0	24	0.2%
500.0	7	0.1%
450.0	4	< 0.1%
400.0	73	0.7%

관할기관명
Categorical

HIGH CORRELATION

Distinct	37
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

김포소방서	646
시흥소방서	558
용인소방서	530
부천소방서	494
평택소방서	478
Other values (32)	7294

Length

Max length	7
Median length	5
Mean length	5.146
Min length	2

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	여주소방서
2nd row	광주소방서
3rd row	안산소방서
4th row	파주소방서
5th row	화성소방서

Common Values

Value	Count	Frequency (%)
김포소방서	646	6.5%
시흥소방서	558	5.6%
용인소방서	530	5.3%
부천소방서	494	4.9%
평택소방서	478	4.8%
안산소방서	476	4.8%
화성소방서	442	4.4%
파주소방서	428	4.3%
송탄소방서	378	3.8%
성남소방서	372	3.7%
Other values (27)	5198	52.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
김포소방서	646	6.5%
시흥소방서	558	5.6%
용인소방서	530	5.3%
부천소방서	494	4.9%
평택소방서	478	4.8%
안산소방서	476	4.8%
화성소방서	442	4.4%
파주소방서	428	4.3%
송탄소방서	378	3.8%
성남소방서	372	3.7%
Other values (26)	5198	52.0%

관할기관전화번호
Text

Distinct	297
Distinct (%)	3.0%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	14
Median length	12
Mean length	12.2252
Min length	11

Characters and Unicode

Total characters	122252
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	56 ?
Unique (%)	0.6%

Sample

1st row	031-887-7119
2nd row	031-799-2524
3rd row	031-470-7487
4th row	031-956-9554
5th row	031-8012-6463

Value	Count	Frequency (%)
031-310-0413	558	5.6%
031-8021-0413	530	5.3%
032-650-4413	494	4.9%
031-685-8413	378	3.8%
031-849-8412	253	2.5%
031-678-4416	197	2.0%
031-645-5414	156	1.6%
031-980-4514	151	1.5%
031-931-0119	129	1.3%
031-570-6413	120	1.2%
Other values (287)	7034	70.3%

Most occurring characters

Value	Count	Frequency (%)
0	20782	17.0%
-	20000	16.4%
3	17518	14.3%
1	17279	14.1%
5	10452	8.5%
4	8929	7.3%
8	6888	5.6%
9	5727	4.7%
2	5633	4.6%
6	4536	3.7%
Other values (2)	4508	3.7%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	102218	83.6%
Dash Punctuation	20000	16.4%
Math Symbol	34	< 0.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	20782	20.3%
3	17518	17.1%
1	17279	16.9%
5	10452	10.2%
4	8929	8.7%
8	6888	6.7%
9	5727	5.6%
2	5633	5.5%
6	4536	4.4%
7	4474	4.4%

Dash Punctuation

Value	Count	Frequency (%)
-	20000	100.0%

Math Symbol

Value	Count	Frequency (%)
~	34	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	122252	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	20782	17.0%
-	20000	16.4%
3	17518	14.3%
1	17279	14.1%
5	10452	8.5%
4	8929	7.3%
8	6888	5.6%
9	5727	4.7%
2	5633	4.6%
6	4536	3.7%
Other values (2)	4508	3.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	122252	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	20782	17.0%
-	20000	16.4%
3	17518	14.3%
1	17279	14.1%
5	10452	8.5%
4	8929	7.3%
8	6888	5.6%
9	5727	4.7%
2	5633	4.6%
6	4536	3.7%
Other values (2)	4508	3.7%

데이터기준일자
Date

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Minimum	2023-05-31 00:00:00
Maximum	2023-05-31 00:00:00

Histogram

Histogram with fixed size bins (bins=1)

Heatmap
Table

	시설유형코드	시도명	시군구명	시군구코드	경도	보호틀유무	사용가능여부	설치연도	배관깊이	출수압력	배관지름	관할기관명
시설유형코드	1.000	0.000	0.513	0.252	0.195	0.723	0.040	0.178	0.000	0.121	0.009	0.484
시도명	0.000	1.000	0.314	0.168	0.101	0.041	0.000	0.032	0.000	0.000	0.000	0.305
시군구명	0.513	0.314	1.000	1.000	0.946	0.402	0.161	0.492	0.274	0.421	0.577	0.999
시군구코드	0.252	0.168	1.000	1.000	0.670	0.218	0.073	0.214	0.167	0.171	0.347	1.000
경도	0.195	0.101	0.946	0.670	1.000	0.286	0.070	0.214	0.000	0.108	0.114	0.929
보호틀유무	0.723	0.041	0.402	0.218	0.286	1.000	0.058	0.207	0.000	0.000	0.047	0.377
사용가능여부	0.040	0.000	0.161	0.073	0.070	0.058	1.000	0.036	0.000	0.024	0.000	0.152
설치연도	0.178	0.032	0.492	0.214	0.214	0.207	0.036	1.000	0.049	0.000	0.053	0.439
배관깊이	0.000	0.000	0.274	0.167	0.000	0.000	0.000	0.049	1.000	0.044	0.117	0.282
출수압력	0.121	0.000	0.421	0.171	0.108	0.000	0.024	0.000	0.044	1.000	0.000	0.423
배관지름	0.009	0.000	0.577	0.347	0.114	0.047	0.000	0.053	0.117	0.000	1.000	0.587
관할기관명	0.484	0.305	0.999	1.000	0.929	0.377	0.152	0.439	0.282	0.423	0.587	1.000

Heatmap
Table

	관할기관명	보호틀유무	사용가능여부	시도명
관할기관명	1.000	0.318	0.128	0.256
보호틀유무	0.318	1.000	0.037	0.026
사용가능여부	0.128	0.037	1.000	0.000
시도명	0.256	0.026	0.000	1.000

Heatmap
Table

	시설유형코드	시군구코드	경도	설치연도	배관깊이	출수압력	배관지름	시도명	보호틀유무	사용가능여부	관할기관명
시설유형코드	1.000	-0.154	-0.082	-0.138	-0.024	-0.054	-0.068	0.000	0.535	0.029	0.233
시군구코드	-0.154	1.000	0.107	0.234	0.022	0.052	0.115	0.167	0.218	0.073	0.998
경도	-0.082	0.107	1.000	-0.004	0.086	0.163	0.011	0.077	0.219	0.054	0.667
설치연도	-0.138	0.234	-0.004	1.000	0.016	-0.017	-0.041	0.038	0.252	0.045	0.213
배관깊이	-0.024	0.022	0.086	0.016	1.000	-0.014	0.113	0.000	0.000	0.000	0.102
출수압력	-0.054	0.052	0.163	-0.017	-0.014	1.000	-0.007	0.000	0.009	0.038	0.214
배관지름	-0.068	0.115	0.011	-0.041	0.113	-0.007	1.000	0.000	0.047	0.000	0.237
시도명	0.000	0.167	0.077	0.038	0.000	0.000	0.000	1.000	0.026	0.000	0.256
보호틀유무	0.535	0.218	0.219	0.252	0.000	0.009	0.047	0.026	1.000	0.037	0.318
사용가능여부	0.029	0.073	0.054	0.045	0.000	0.038	0.000	0.000	0.037	1.000	0.128
관할기관명	0.233	0.998	0.667	0.213	0.102	0.214	0.237	0.256	0.318	0.128	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

	시설번호	시설유형코드	시도명	시군구명	시군구코드	소재지지번주소	소재지도로명주소	위도	경도	상세위치	안전센터명	보호틀유무	사용가능여부	설치연도	배관깊이	출수압력	배관지름	관할기관명	관할기관전화번호	데이터기준일자
56	여주19	1	경기도	여주시	41670	경기도 여주시　연양동　332원　부근	N	N	<NA>	금은모래공중화장실 옆	월송119안전센터	Y	Y	<NA>	1.0	4.8	65.0	여주소방서	031-887-7119	2023-05-31
26601	광주시청-387	1	경기도	광주시	41610	경기도 광주시 양벌동 390-5	N	37.3770386672	127.252973	중앙천막 앞	오포119안전센터	N	Y	2019	0.6	5.5	100.0	광주소방서	031-799-2524	2023-05-31
6573	신길-64	1	경기도	안산시 단원구	41273	경기도 안산시 단원구 원곡동 747-7	경기도 안산시 단원구 원곡로37	37.3306597164	126.79282	GS편의점 앞	신길119안전센터	Y	Y	2009	1.2	3.0	150.0	안산소방서	031-470-7487	2023-05-31
12323	경기-월롱-17	1	경기도	파주시	41480	경기도 파주시 월롱면 덕은리 1239	경기도 파주시 엘씨디로 201	37.8099418543	126.759827	LG 디스플레이 기숙사 F동 건너편	월롱119안전센터	N	Y	2007	0.5	5.0	100.0	파주소방서	031-956-9554	2023-05-31
9138	화성목동-18	1	경기도	화성시	41590	화성시 중동 산 119-5	N	37.2066361255	127.144684	아단빌 근처	목동119안전센터	Y	Y	2020	1.0	5.0	300.0	화성소방서	031-8012-6463	2023-05-31
8360	245	1	경기도	시흥시	41390	경기도 시흥시 정왕동 1304	N	37.3315022007	126.740665	현도제강 도로변(하천방향)	정왕119안전센터	N	Y	2019	0.7	3.0	65.0	시흥소방서	031-310-0413	2023-05-31
17819	부천-014	6	경기도	부천시	41190	경기도 부천시 심곡본동 547	경기도 부천시 자유로 53-1	37.4837189995	126.782173	삼총사축산	중동119안전센터	N	Y	2020	<NA>	<NA>	<NA>	부천소방서	032-650-4413	2023-05-31
10906	공흥-008	1	경기도	양평군	41830	경기도 양평군 양평읍 공흥리 455	경기도 양평군 양평읍 공흥리 455	37.4901721515	127.499061	대은레미콘 앞	공흥119안전센터	Y	Y	2006	0.8	5.0	65.0	양평소방서	031-770-0506	2023-05-31
25136	147호	1	경기도	화성시	41590	경기도 화성시 능동 1151-1 모아미래도947동앞	경기도 수원시 덕영대로 1483번길 7	37.1995269351	127.057894	새마을금고 정문 앞	반송119안전센터	Y	Y	2008	1.2	3.0	200.0	화성소방서	031-8012-6413	2023-05-31
168	시관리 고읍 5호	1	경기도	양주시	41630	경기도 양주시 광사동 70-51	경기도 양주시 광사로 131-27	37.7850631661	127.082037	종가 안	고읍119안전센터	N	Y	2016	<NA>	3.5	150.0	양주소방서	031-849-8412	2023-05-31

	시설번호	시설유형코드	시도명	시군구명	시군구코드	소재지지번주소	소재지도로명주소	위도	경도	상세위치	안전센터명	보호틀유무	사용가능여부	설치연도	배관깊이	출수압력	배관지름	관할기관명	관할기관전화번호	데이터기준일자
18798	화성시 비봉-05호	1	경기도	화성시	41590	경기도 화성시 비봉면 양노리 701-15	경기도 화성시 비봉면 현대기아로 845	37.2230022333	126.858357	풍년 한식뷔페 앞	남양119안전센터	Y	Y	2015	1.5	4.5	200.0	화성소방서	031-8012-6559	2023-05-31
11813	포천112호	1	경기도	포천시	41650	경기도 포천시 신읍동 46-18	N	37.8978275631	127.200129	포천행정복지센터 앞	군내119안전센터	Y	Y	2005	0.4	4.2	200.0	포천소방서	031-538-5506	2023-05-31
26729	관인16호	1	경기도	포천시	41650	경기도 포천시 관인면 탄동리 644-8	경기도 포천시 관인면 관인로 18	38.1578731021	127.25047	관인지역대 앞	영북119안전센터	Y	Y	2004	1.5	3.0	100.0	포천소방서	031-538-5527	2023-05-31
27428	(시)수지067호	1	경기도	용인시 수지구	41465	경기도 용인시 수지구 상현동 1139	경기도 용인시 수지구 광교마을로 109(상현동)	37.2967621322	127.076562	파악중	수지119안전센터	Y	Y	2019	1.0	4.0	100.0	용인소방서	031-8021-0413	2023-05-31
1380	4-020	1	경기도	수원시 영통구	41117	경기도 수원시 영통구 매탄동 196-65	경기도 수원시 영통구 매여울로36	37.2712915730	127.04571	미니스톱 앞	원천119안전센터	Y	Y	1996	0.7	4.5	80.0	수원소방서	031-8012-9539	2023-05-31
29133	양촌-423	1	경기도	김포시	41570	경기도 김포시 양촌읍 양곡리 1539	N	37.6516025651	126.62889	김포한강아이파크아파트 309동	양촌119안전센터	Y	Y	2010	1.0	5.0	100.0	김포소방서	031-980-4514	2023-05-31
14874	(시)구갈010호	5	경기도	용인시 기흥구	41463	경기도 용인시 기흥구 구갈동 619	N	37.2738817492	127.127244	성지중학교 정문	구갈119안전센터	N	Y	2019	1.5	5.0	100.0	용인소방서	031-8021-0413	2023-05-31
11142	74호	1	경기도	화성시	41590	경기도 화성시 팔탄면 구장리 527-1	경기도 화성시 팔탄면 구장길 1-3	37.1607292226	126.904126	농협후면	팔탄119안전센터	Y	Y	2004	1.5	5.0	200.0	화성소방서	031-8012-6413	2023-05-31
20670	시관리 옥정 117호	1	경기도	양주시	41630	경기도 양주시 옥정동 935	N	37.8175900983	127.086981	대방1차아파트 앞	옥정119안전센터	Y	Y	2012	1.0	5.0	600.0	양주소방서	031-849-8412	2023-05-31
24233	원당 46호	1	경기도	고양시	41281	경기도 고양시 덕양구 관산동 674-10	경기도 고양시 덕양구 고골길1	37.7088232946	126.854804	고골교차로	원당119안전센터	N	Y	2007	1.0	3.7	400.0	고양소방서	031-931-0119	2023-05-31

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Uppercase Letter

Lowercase Letter

Open Punctuation

Close Punctuation

Other Punctuation

Dash Punctuation

Space Separator

Connector Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Space Separator

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

Hangul

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Decimal Number

Space Separator

Other Punctuation

Lowercase Letter

Dash Punctuation

Open Punctuation

Close Punctuation

Letter Number

Control

Most occurring scripts

Most frequent character per script

Hangul

Common

Latin

Most occurring blocks

Most frequent character per block

ASCII

Hangul

None

Number Forms

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Decimal Number

Lowercase Letter

Other Punctuation

Space Separator

Dash Punctuation

Close Punctuation

Open Punctuation

Other Symbol

Most occurring scripts

Most frequent character per script