gimi9 Pandas Profiling

Dataset statistics

Number of variables	30
Number of observations	10000
Missing cells	29618
Missing cells (%)	9.9%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	2.4 MiB
Average record size in memory	254.0 B

Variable types

Text	13
Categorical	11
Numeric	5
Unsupported	1

Dataset

Description	제어기명,온라인일,등록일시-설치일,제조회사,상태 (공통),교차로번호,제어기관리번호,시스템코드,형태코드,방식코드,전원코드,종류코드,고가 (공통),비고,교체일,구경찰서코드,구코드 (공통),동코드 (공통),지번,신경찰서코드 (공통),작업구분 (공통),표출구분 (공통),도로구분 (공통),관할사업소 (공통),신규정규화ID,공간데이터,이력ID,공사관리번호,제어기관리번호,공사형태 (공통)
Author	서울특별시
URL	https://data.seoul.go.kr/dataList/OA-15538/S/1/datasetView.do

Alerts

`상태 (공통)` is highly imbalanced (90.6%)	Imbalance
`종류코드` is highly imbalanced (54.4%)	Imbalance
`고가 (공통)` is highly imbalanced (98.1%)	Imbalance
`도로구분 (공통)` is highly imbalanced (55.8%)	Imbalance
`온라인일` has 274 (2.7%) missing values	Missing
`등록일시-설치일` has 248 (2.5%) missing values	Missing
`제조회사` has 487 (4.9%) missing values	Missing
`교차로번호` has 340 (3.4%) missing values	Missing
`형태코드` has 313 (3.1%) missing values	Missing
`방식코드` has 276 (2.8%) missing values	Missing
`비고` has 9102 (91.0%) missing values	Missing
`교체일` has 250 (2.5%) missing values	Missing
`지번` has 177 (1.8%) missing values	Missing
`신규정규화ID` has 7748 (77.5%) missing values	Missing
`공간데이터` has 10000 (100.0%) missing values	Missing
`공사관리번호` has 355 (3.5%) missing values	Missing
`공간데이터` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`교차로번호` has 230 (2.3%) zeros	Zeros
`동코드 (공통)` has 597 (6.0%) zeros	Zeros

Reproduction

Analysis started	2024-05-04 02:54:25.564626
Analysis finished	2024-05-04 02:54:30.357838
Duration	4.79 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

제어기명
Text

Distinct	6299
Distinct (%)	63.0%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	23
Median length	20
Mean length	6.8498
Min length	1

Characters and Unicode

Total characters	68498
Distinct characters	615
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	4066 ?
Unique (%)	40.7%

Sample

1st row
2nd row	백련산힐스테이트204동
3rd row	우이2교
4th row	강북비타에듀학원
5th row	공릉동부아파트

Value	Count	Frequency (%)
표준제어기	9	0.1%
을지병원	7	0.1%
중흥초교	7	0.1%
서교동(보	7	0.1%
연무관앞	6	0.1%
사러가시장	6	0.1%
비우당교	6	0.1%
정훈단지(보	6	0.1%
상봉지하차도	6	0.1%
목동812동(보	6	0.1%
Other values (6301)	9730	99.3%

Most occurring characters

Value	Count	Frequency (%)
(	3368	4.9%
)	3368	4.9%
보	2299	3.4%
동	1835	2.7%
교	1818	2.7%
리	1222	1.8%
구	1098	1.6%
대	1004	1.5%
아	879	1.3%
원	857	1.3%
Other values (605)	50750	74.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	56949	83.1%
Open Punctuation	3368	4.9%
Close Punctuation	3368	4.9%
Decimal Number	2682	3.9%
Uppercase Letter	1697	2.5%
Space Separator	274	0.4%
Other Punctuation	111	0.2%
Dash Punctuation	27	< 0.1%
Lowercase Letter	21	< 0.1%
Math Symbol	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
보	2299	4.0%
동	1835	3.2%
교	1818	3.2%
리	1222	2.1%
구	1098	1.9%
대	1004	1.8%
아	879	1.5%
원	857	1.5%
초	854	1.5%
파	842	1.5%
Other values (555)	44241	77.7%

Uppercase Letter

Value	Count	Frequency (%)
P	402	23.7%
T	363	21.4%
A	319	18.8%
B	106	6.2%
C	102	6.0%
K	63	3.7%
G	63	3.7%
S	59	3.5%
I	51	3.0%
L	40	2.4%
Other values (14)	129	7.6%

Decimal Number

Value	Count	Frequency (%)
1	719	26.8%
2	432	16.1%
3	366	13.6%
4	269	10.0%
0	255	9.5%
5	179	6.7%
6	133	5.0%
9	122	4.5%
7	111	4.1%
8	96	3.6%

Lowercase Letter

Value	Count	Frequency (%)
e	11	52.4%
t	4	19.0%
s	3	14.3%
c	1	4.8%
b	1	4.8%
d	1	4.8%

Other Punctuation

Value	Count	Frequency (%)
,	47	42.3%
.	41	36.9%
#	14	12.6%
&	7	6.3%
?	2	1.8%

Open Punctuation

Value	Count	Frequency (%)
(	3368	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	3368	100.0%

Space Separator

Value	Count	Frequency (%)
	274	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	27	100.0%

Math Symbol

Value	Count	Frequency (%)
+	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	56949	83.1%
Common	9831	14.4%
Latin	1718	2.5%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
보	2299	4.0%
동	1835	3.2%
교	1818	3.2%
리	1222	2.1%
구	1098	1.9%
대	1004	1.8%
아	879	1.5%
원	857	1.5%
초	854	1.5%
파	842	1.5%
Other values (555)	44241	77.7%

Latin

Value	Count	Frequency (%)
P	402	23.4%
T	363	21.1%
A	319	18.6%
B	106	6.2%
C	102	5.9%
K	63	3.7%
G	63	3.7%
S	59	3.4%
I	51	3.0%
L	40	2.3%
Other values (20)	150	8.7%

Common

Value	Count	Frequency (%)
(	3368	34.3%
)	3368	34.3%
1	719	7.3%
2	432	4.4%
3	366	3.7%
	274	2.8%
4	269	2.7%
0	255	2.6%
5	179	1.8%
6	133	1.4%
Other values (10)	468	4.8%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	56942	83.1%
ASCII	11549	16.9%
Compat Jamo	7	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
(	3368	29.2%
)	3368	29.2%
1	719	6.2%
2	432	3.7%
P	402	3.5%
3	366	3.2%
T	363	3.1%
A	319	2.8%
	274	2.4%
4	269	2.3%
Other values (40)	1669	14.5%

Hangul

Value	Count	Frequency (%)
보	2299	4.0%
동	1835	3.2%
교	1818	3.2%
리	1222	2.1%
구	1098	1.9%
대	1004	1.8%
아	879	1.5%
원	857	1.5%
초	854	1.5%
파	842	1.5%
Other values (550)	44234	77.7%

Compat Jamo

Value	Count	Frequency (%)
ㅇ	3	42.9%
ㄱ	1	14.3%
ㄷ	1	14.3%
ㅈ	1	14.3%
ㅂ	1	14.3%

온라인일
Text

MISSING

Distinct	1302
Distinct (%)	13.4%
Missing	274
Missing (%)	2.7%
Memory size	156.2 KiB

Length

Max length	8
Median length	8
Mean length	7.8574954
Min length	1

Characters and Unicode

Total characters	76422
Distinct characters	11
Distinct categories	2 ?
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	574 ?
Unique (%)	5.9%

Sample

1st row	20000101
2nd row	20111205
3rd row	20070119
4th row	20110101
5th row	20210428

Value	Count	Frequency (%)
20000101	1411	14.8%
20020103	477	5.0%
20020322	376	3.9%
20020326	309	3.2%
20020325	237	2.5%
20020430	189	2.0%
20020106	179	1.9%
20000902	162	1.7%
20010102	159	1.7%
20020105	157	1.6%
Other values (1291)	5872	61.6%

Most occurring characters

Value	Count	Frequency (%)
0	33224	43.5%
2	19188	25.1%
1	11769	15.4%
3	3918	5.1%
9	1728	2.3%
5	1652	2.2%
6	1583	2.1%
8	1229	1.6%
7	1175	1.5%
4	758	1.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	76224	99.7%
Space Separator	198	0.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	33224	43.6%
2	19188	25.2%
1	11769	15.4%
3	3918	5.1%
9	1728	2.3%
5	1652	2.2%
6	1583	2.1%
8	1229	1.6%
7	1175	1.5%
4	758	1.0%

Space Separator

Value	Count	Frequency (%)
	198	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	76422	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	33224	43.5%
2	19188	25.1%
1	11769	15.4%
3	3918	5.1%
9	1728	2.3%
5	1652	2.2%
6	1583	2.1%
8	1229	1.6%
7	1175	1.5%
4	758	1.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	76422	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	33224	43.5%
2	19188	25.1%
1	11769	15.4%
3	3918	5.1%
9	1728	2.3%
5	1652	2.2%
6	1583	2.1%
8	1229	1.6%
7	1175	1.5%
4	758	1.0%

등록일시-설치일
Text

MISSING

Distinct	1869
Distinct (%)	19.2%
Missing	248
Missing (%)	2.5%
Memory size	156.2 KiB

Length

Max length	8
Median length	8
Mean length	7.8578753
Min length	1

Characters and Unicode

Total characters	76630
Distinct characters	11
Distinct categories	2 ?
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	712 ?
Unique (%)	7.3%

Sample

1st row	00010101
2nd row	20111205
3rd row	20030401
4th row	20110101
5th row	20210428

Value	Count	Frequency (%)
20041120	321	3.4%
20020201	222	2.3%
20010201	205	2.1%
20010101	157	1.6%
00010101	136	1.4%
20011001	115	1.2%
20020801	101	1.1%
20001201	99	1.0%
20080101	96	1.0%
20020701	75	0.8%
Other values (1858)	8027	84.0%

Most occurring characters

Value	Count	Frequency (%)
0	29456	38.4%
1	15053	19.6%
2	14784	19.3%
9	4342	5.7%
3	2581	3.4%
4	2394	3.1%
5	2390	3.1%
8	2139	2.8%
6	1736	2.3%
7	1557	2.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	76432	99.7%
Space Separator	198	0.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	29456	38.5%
1	15053	19.7%
2	14784	19.3%
9	4342	5.7%
3	2581	3.4%
4	2394	3.1%
5	2390	3.1%
8	2139	2.8%
6	1736	2.3%
7	1557	2.0%

Space Separator

Value	Count	Frequency (%)
	198	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	76630	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	29456	38.4%
1	15053	19.6%
2	14784	19.3%
9	4342	5.7%
3	2581	3.4%
4	2394	3.1%
5	2390	3.1%
8	2139	2.8%
6	1736	2.3%
7	1557	2.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	76630	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	29456	38.4%
1	15053	19.6%
2	14784	19.3%
9	4342	5.7%
3	2581	3.4%
4	2394	3.1%
5	2390	3.1%
8	2139	2.8%
6	1736	2.3%
7	1557	2.0%

제조회사
Text

MISSING

Distinct	123
Distinct (%)	1.3%
Missing	487
Missing (%)	4.9%
Memory size	156.2 KiB

Length

Max length	12
Median length	10
Mean length	5.2150741
Min length	1

Characters and Unicode

Total characters	49611
Distinct characters	146
Distinct categories	10 ?
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	30 ?
Unique (%)	0.3%

Sample

1st row
2nd row	코스텍
3rd row	에틴(주)
4th row	(주)서돌전자통신
5th row	위운용사복지회

Value	Count	Frequency (%)
진우산전	1449	15.6%
코스텍	798	8.6%
주)서돌전자통신	794	8.5%
주)세인시스템	569	6.1%
대한신호	507	5.5%
미상	371	4.0%
대흥기업	357	3.8%
세인(주	307	3.3%
주)신호	298	3.2%
주)t&c	258	2.8%
Other values (112)	3592	38.6%

Most occurring characters

Value	Count	Frequency (%)
전	3730	7.5%
(	3561	7.2%
)	3561	7.2%
주	3556	7.2%
신	2314	4.7%
산	1820	3.7%
스	1682	3.4%
서	1609	3.2%
우	1605	3.2%
진	1590	3.2%
Other values (136)	24583	49.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	39835	80.3%
Open Punctuation	3561	7.2%
Close Punctuation	3561	7.2%
Uppercase Letter	2085	4.2%
Other Punctuation	276	0.6%
Space Separator	243	0.5%
Decimal Number	38	0.1%
Dash Punctuation	10	< 0.1%
Modifier Symbol	1	< 0.1%
Other Symbol	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
전	3730	9.4%
주	3556	8.9%
신	2314	5.8%
산	1820	4.6%
스	1682	4.2%
서	1609	4.0%
우	1605	4.0%
진	1590	4.0%
자	1473	3.7%
돌	1467	3.7%
Other values (109)	18989	47.7%

Uppercase Letter

Value	Count	Frequency (%)
T	667	32.0%
C	497	23.8%
G	357	17.1%
L	356	17.1%
S	99	4.7%
I	17	0.8%
O	17	0.8%
V	17	0.8%
Z	16	0.8%
R	16	0.8%
Other values (6)	26	1.2%

Decimal Number

Value	Count	Frequency (%)
0	29	76.3%
9	7	18.4%
3	2	5.3%

Other Punctuation

Value	Count	Frequency (%)
&	258	93.5%
.	18	6.5%

Open Punctuation

Value	Count	Frequency (%)
(	3561	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	3561	100.0%

Space Separator

Value	Count	Frequency (%)
	243	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	10	100.0%

Modifier Symbol

Value	Count	Frequency (%)
`	1	100.0%

Other Symbol

Value	Count	Frequency (%)
㈜	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	39836	80.3%
Common	7690	15.5%
Latin	2085	4.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
전	3730	9.4%
주	3556	8.9%
신	2314	5.8%
산	1820	4.6%
스	1682	4.2%
서	1609	4.0%
우	1605	4.0%
진	1590	4.0%
자	1473	3.7%
돌	1467	3.7%
Other values (110)	18990	47.7%

Latin

Value	Count	Frequency (%)
T	667	32.0%
C	497	23.8%
G	357	17.1%
L	356	17.1%
S	99	4.7%
I	17	0.8%
O	17	0.8%
V	17	0.8%
Z	16	0.8%
R	16	0.8%
Other values (6)	26	1.2%

Common

Value	Count	Frequency (%)
(	3561	46.3%
)	3561	46.3%
&	258	3.4%
	243	3.2%
0	29	0.4%
.	18	0.2%
-	10	0.1%
9	7	0.1%
3	2	< 0.1%
`	1	< 0.1%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	39833	80.3%
ASCII	9775	19.7%
Compat Jamo	2	< 0.1%
None	1	< 0.1%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
전	3730	9.4%
주	3556	8.9%
신	2314	5.8%
산	1820	4.6%
스	1682	4.2%
서	1609	4.0%
우	1605	4.0%
진	1590	4.0%
자	1473	3.7%
돌	1467	3.7%
Other values (107)	18987	47.7%

ASCII

Value	Count	Frequency (%)
(	3561	36.4%
)	3561	36.4%
T	667	6.8%
C	497	5.1%
G	357	3.7%
L	356	3.6%
&	258	2.6%
	243	2.5%
S	99	1.0%
0	29	0.3%
Other values (16)	147	1.5%

Compat Jamo

Value	Count	Frequency (%)
ㅎ	1	50.0%
ㅅ	1	50.0%

None

Value	Count	Frequency (%)
㈜	1	100.0%

상태 (공통)
Categorical

IMBALANCE

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

001	9755
	198
<NA>	35
004	12

Length

Max length	4
Median length	3
Mean length	2.9639
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	001
2nd row	001
3rd row	001
4th row	001
5th row	001

Common Values

Value	Count	Frequency (%)
001	9755	97.5%
	198	2.0%
<NA>	35	0.4%
004	12	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
001	9755	99.5%
na	35	0.4%
004	12	0.1%

교차로번호
Real number (ℝ)

MISSING ZEROS

Distinct	4017
Distinct (%)	41.6%
Missing	340
Missing (%)	3.4%
Infinite	0
Infinite (%)	0.0%
Mean	2913.4565

Minimum	0
Maximum	8905
Zeros	230
Zeros (%)	2.3%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	126
Q1	1039.75
median	2502.5
Q3	4311.25
95-th percentile	7115.4
Maximum	8905
Range	8905
Interquartile range (IQR)	3271.5

Descriptive statistics

Standard deviation	2195.4975
Coefficient of variation (CV)	0.75357139
Kurtosis	-0.28162561
Mean	2913.4565
Median Absolute Deviation (MAD)	1581
Skewness	0.69606799
Sum	28143990
Variance	4820209.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	230	2.3%
8393	110	1.1%
1031	9	0.1%
2956	8	0.1%
2880	8	0.1%
3804	8	0.1%
2098	8	0.1%
3163	8	0.1%
1658	8	0.1%
2608	7	0.1%
Other values (4007)	9256	92.6%
(Missing)	340	3.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	230	2.3%
4	4	< 0.1%
5	3	< 0.1%
6	2	< 0.1%
32	2	< 0.1%
33	5	0.1%
35	3	< 0.1%
36	2	< 0.1%
37	5	0.1%
38	5	0.1%

Value	Count	Frequency (%)
8905	1	< 0.1%
8890	1	< 0.1%
8883	1	< 0.1%
8882	1	< 0.1%
8877	1	< 0.1%
8875	1	< 0.1%
8873	1	< 0.1%
8867	1	< 0.1%
8858	1	< 0.1%
8857	1	< 0.1%

제어기관리번호
Text

Distinct	4709
Distinct (%)	47.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Length

Max length	13
Median length	13
Mean length	13
Min length	13

Characters and Unicode

Total characters	130000
Distinct characters	11
Distinct categories	2 ?
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	2012 ?
Unique (%)	20.1%

Sample

1st row	01-0000003753
2nd row	01-0000004371
3rd row	01-0000002980
4th row	01-0000004343
5th row	01-0000007225

Value	Count	Frequency (%)
01-0000001321	9	0.1%
01-0000002536	9	0.1%
01-0000001505	8	0.1%
01-0000002515	8	0.1%
01-0000001658	7	0.1%
01-0000001005	7	0.1%
01-0000000828	7	0.1%
01-0000000656	7	0.1%
01-0000003586	7	0.1%
01-0000000792	7	0.1%
Other values (4699)	9924	99.2%

Most occurring characters

Value	Count	Frequency (%)
0	75417	58.0%
1	15321	11.8%
-	10000	7.7%
2	5076	3.9%
3	4759	3.7%
4	3986	3.1%
6	3617	2.8%
7	3332	2.6%
5	3046	2.3%
9	2804	2.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	120000	92.3%
Dash Punctuation	10000	7.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	75417	62.8%
1	15321	12.8%
2	5076	4.2%
3	4759	4.0%
4	3986	3.3%
6	3617	3.0%
7	3332	2.8%
5	3046	2.5%
9	2804	2.3%
8	2642	2.2%

Dash Punctuation

Value	Count	Frequency (%)
-	10000	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	130000	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	75417	58.0%
1	15321	11.8%
-	10000	7.7%
2	5076	3.9%
3	4759	3.7%
4	3986	3.1%
6	3617	2.8%
7	3332	2.6%
5	3046	2.3%
9	2804	2.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	130000	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	75417	58.0%
1	15321	11.8%
-	10000	7.7%
2	5076	3.9%
3	4759	3.7%
4	3986	3.1%
6	3617	2.8%
7	3332	2.6%
5	3046	2.3%
9	2804	2.2%

시스템코드
Real number (ℝ)

Distinct	23
Distinct (%)	0.2%
Missing	4
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	7.4245698

Minimum	1
Maximum	27
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	8
median	8
Q3	8
95-th percentile	12
Maximum	27
Range	26
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	2.7519083
Coefficient of variation (CV)	0.37064885
Kurtosis	2.8537583
Mean	7.4245698
Median Absolute Deviation (MAD)	0
Skewness	-0.34784478
Sum	74216
Variance	7.5729991
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
8	6568	65.7%
12	820	8.2%
1	705	7.0%
6	495	5.0%
3	394	3.9%
9	394	3.9%
4	303	3.0%
2	168	1.7%
5	35	0.4%
11	29	0.3%
Other values (13)	85	0.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	705	7.0%
2	168	1.7%
3	394	3.9%
4	303	3.0%
5	35	0.4%
6	495	5.0%
8	6568	65.7%
9	394	3.9%
10	19	0.2%
11	29	0.3%

Value	Count	Frequency (%)
27	1	< 0.1%
25	1	< 0.1%
24	4	< 0.1%
23	2	< 0.1%
20	17	0.2%
19	13	0.1%
18	4	< 0.1%
17	4	< 0.1%
16	2	< 0.1%
15	4	< 0.1%

형태코드
Real number (ℝ)

MISSING

Distinct	10
Distinct (%)	0.1%
Missing	313
Missing (%)	3.1%
Infinite	0
Infinite (%)	0.0%
Mean	2.1600083

Minimum	1
Maximum	11
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	2
Q3	3
95-th percentile	8
Maximum	11
Range	10
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.6745902
Coefficient of variation (CV)	0.77527026
Kurtosis	6.5336577
Mean	2.1600083
Median Absolute Deviation (MAD)	1
Skewness	2.4854071
Sum	20924
Variance	2.8042522
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1	4226	42.3%
2	2552	25.5%
3	2320	23.2%
8	521	5.2%
4	22	0.2%
9	15	0.1%
5	14	0.1%
10	9	0.1%
11	7	0.1%
6	1	< 0.1%
(Missing)	313	3.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	4226	42.3%
2	2552	25.5%
3	2320	23.2%
4	22	0.2%
5	14	0.1%
6	1	< 0.1%
8	521	5.2%
9	15	0.1%
10	9	0.1%
11	7	0.1%

Value	Count	Frequency (%)
11	7	0.1%
10	9	0.1%
9	15	0.1%
8	521	5.2%
6	1	< 0.1%
5	14	0.1%
4	22	0.2%
3	2320	23.2%
2	2552	25.5%
1	4226	42.3%

방식코드
Text

MISSING

Distinct	147
Distinct (%)	1.5%
Missing	276
Missing (%)	2.8%
Memory size	156.2 KiB

Length

Max length	3
Median length	3
Mean length	2.9518717
Min length	1

Characters and Unicode

Total characters	28704
Distinct characters	11
Distinct categories	2 ?
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	27 ?
Unique (%)	0.3%

Sample

1st row	40
2nd row	133
3rd row	56
4th row	40
5th row	173

Value	Count	Frequency (%)
88	830	8.7%
91	695	7.3%
98	527	5.5%
133	503	5.3%
135	389	4.1%
70	355	3.7%
63	294	3.1%
123	282	3.0%
22	276	2.9%
27	261	2.7%
Other values (121)	5114	53.7%

Most occurring characters

Value	Count	Frequency (%)
1	6464	22.5%
	5504	19.2%
8	2899	10.1%
3	2576	9.0%
9	2189	7.6%
2	1861	6.5%
7	1633	5.7%
6	1579	5.5%
5	1547	5.4%
0	1504	5.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	23200	80.8%
Space Separator	5504	19.2%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	6464	27.9%
8	2899	12.5%
3	2576	11.1%
9	2189	9.4%
2	1861	8.0%
7	1633	7.0%
6	1579	6.8%
5	1547	6.7%
0	1504	6.5%
4	948	4.1%

Space Separator

Value	Count	Frequency (%)
	5504	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	28704	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	6464	22.5%
	5504	19.2%
8	2899	10.1%
3	2576	9.0%
9	2189	7.6%
2	1861	6.5%
7	1633	5.7%
6	1579	5.5%
5	1547	5.4%
0	1504	5.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	28704	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	6464	22.5%
	5504	19.2%
8	2899	10.1%
3	2576	9.0%
9	2189	7.6%
2	1861	6.5%
7	1633	5.7%
6	1579	5.5%
5	1547	5.4%
0	1504	5.2%

전원코드
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

001	7499
002	1829
<NA>	599
003	73

Length

Max length	4
Median length	3
Mean length	3.0599
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	001
2nd row	001
3rd row	001
4th row	001
5th row	001

Common Values

Value	Count	Frequency (%)
001	7499	75.0%
002	1829	18.3%
<NA>	599	6.0%
003	73	0.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
001	7499	75.0%
002	1829	18.3%
na	599	6.0%
003	73	0.7%

종류코드
Categorical

IMBALANCE

Distinct	11
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

004	6735
001	1440
009	799
002	542
005	372
Other values (6)	112

Length

Max length	4
Median length	3
Mean length	2.9999
Min length	1

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	001
2nd row	004
3rd row	004
4th row	004
5th row	004

Common Values

Value	Count	Frequency (%)
004	6735	67.3%
001	1440	14.4%
009	799	8.0%
002	542	5.4%
005	372	3.7%
008	54	0.5%
007	28	0.3%
006	19	0.2%
011	9	0.1%
<NA>	1	< 0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
004	6735	67.4%
001	1440	14.4%
009	799	8.0%
002	542	5.4%
005	372	3.7%
008	54	0.5%
007	28	0.3%
006	19	0.2%
011	9	0.1%
na	1	< 0.1%

고가 (공통)
Categorical

IMBALANCE

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

001	9972
<NA>	22
002	6

Length

Max length	4
Median length	3
Mean length	3.0022
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	001
2nd row	001
3rd row	001
4th row	001
5th row	001

Common Values

Value	Count	Frequency (%)
001	9972	99.7%
<NA>	22	0.2%
002	6	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
001	9972	99.7%
na	22	0.2%
002	6	0.1%

비고
Text

MISSING

Distinct	389
Distinct (%)	43.3%
Missing	9102
Missing (%)	91.0%
Memory size	156.2 KiB

Length

Max length	19
Median length	18
Mean length	6.7171492
Min length	1

Characters and Unicode

Total characters	6032
Distinct characters	322
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	330 ?
Unique (%)	36.7%

Sample

1st row
2nd row
3rd row	누전차단기, 한국전기안전
4th row	누전차단기, 연남파출소
5th row	누전차단기, 화곡중고

Value	Count	Frequency (%)
누전차단기	521	51.0%
시간제	8	0.8%
220v	8	0.8%
110v	7	0.7%
2현시	7	0.7%
인입	4	0.4%
사용	4	0.4%
→	3	0.3%
구경약국	3	0.3%
lg산전	3	0.3%
Other values (392)	453	44.4%

Most occurring characters

Value	Count	Frequency (%)
	736	12.2%
전	547	9.1%
기	534	8.9%
단	531	8.8%
차	527	8.7%
누	525	8.7%
,	394	6.5%
R	79	1.3%
교	55	0.9%
동	46	0.8%
Other values (312)	2058	34.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	4579	75.9%
Space Separator	736	12.2%
Other Punctuation	399	6.6%
Decimal Number	160	2.7%
Uppercase Letter	136	2.3%
Open Punctuation	10	0.2%
Close Punctuation	5	0.1%
Math Symbol	3	< 0.1%
Lowercase Letter	3	< 0.1%
Dash Punctuation	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
전	547	11.9%
기	534	11.7%
단	531	11.6%
차	527	11.5%
누	525	11.5%
교	55	1.2%
동	46	1.0%
성	41	0.9%
신	40	0.9%
아	40	0.9%
Other values (279)	1693	37.0%

Uppercase Letter

Value	Count	Frequency (%)
R	79	58.1%
V	15	11.0%
P	13	9.6%
B	9	6.6%
T	6	4.4%
A	5	3.7%
G	3	2.2%
L	3	2.2%
S	1	0.7%
H	1	0.7%

Decimal Number

Value	Count	Frequency (%)
1	39	24.4%
2	37	23.1%
3	28	17.5%
0	26	16.2%
4	11	6.9%
5	7	4.4%
6	4	2.5%
7	3	1.9%
9	3	1.9%
8	2	1.2%

Other Punctuation

Value	Count	Frequency (%)
,	394	98.7%
@	3	0.8%
.	1	0.3%
:	1	0.3%

Lowercase Letter

Value	Count	Frequency (%)
t	1	33.3%
p	1	33.3%
a	1	33.3%

Space Separator

Value	Count	Frequency (%)
	736	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	10	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	5	100.0%

Math Symbol

Value	Count	Frequency (%)
→	3	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	4579	75.9%
Common	1314	21.8%
Latin	139	2.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
전	547	11.9%
기	534	11.7%
단	531	11.6%
차	527	11.5%
누	525	11.5%
교	55	1.2%
동	46	1.0%
성	41	0.9%
신	40	0.9%
아	40	0.9%
Other values (279)	1693	37.0%

Common

Value	Count	Frequency (%)
	736	56.0%
,	394	30.0%
1	39	3.0%
2	37	2.8%
3	28	2.1%
0	26	2.0%
4	11	0.8%
(	10	0.8%
5	7	0.5%
)	5	0.4%
Other values (9)	21	1.6%

Latin

Value	Count	Frequency (%)
R	79	56.8%
V	15	10.8%
P	13	9.4%
B	9	6.5%
T	6	4.3%
A	5	3.6%
G	3	2.2%
L	3	2.2%
S	1	0.7%
H	1	0.7%
Other values (4)	4	2.9%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	4579	75.9%
ASCII	1450	24.0%
Arrows	3	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	736	50.8%
,	394	27.2%
R	79	5.4%
1	39	2.7%
2	37	2.6%
3	28	1.9%
0	26	1.8%
V	15	1.0%
P	13	0.9%
4	11	0.8%
Other values (22)	72	5.0%

Hangul

Value	Count	Frequency (%)
전	547	11.9%
기	534	11.7%
단	531	11.6%
차	527	11.5%
누	525	11.5%
교	55	1.2%
동	46	1.0%
성	41	0.9%
신	40	0.9%
아	40	0.9%
Other values (279)	1693	37.0%

Arrows

Value	Count	Frequency (%)
→	3	100.0%

교체일
Text

MISSING

Distinct	1999
Distinct (%)	20.5%
Missing	250
Missing (%)	2.5%
Memory size	156.2 KiB

Length

Max length	8
Median length	8
Mean length	7.8578462
Min length	1

Characters and Unicode

Total characters	76614
Distinct characters	11
Distinct categories	2 ?
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	832 ?
Unique (%)	8.5%

Sample

1st row	00010101
2nd row	20170809
3rd row	20030401
4th row	20110101
5th row	20210428

Value	Count	Frequency (%)
20041120	354	3.7%
20020201	177	1.9%
20221101	159	1.7%
00010101	143	1.5%
20010201	111	1.2%
20051020	107	1.1%
20010101	99	1.0%
20051230	97	1.0%
20040705	88	0.9%
20020801	86	0.9%
Other values (1988)	8131	85.1%

Most occurring characters

Value	Count	Frequency (%)
0	28755	37.5%
2	16904	22.1%
1	14137	18.5%
5	2822	3.7%
3	2755	3.6%
9	2732	3.6%
8	2434	3.2%
4	2134	2.8%
6	2042	2.7%
7	1701	2.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	76416	99.7%
Space Separator	198	0.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	28755	37.6%
2	16904	22.1%
1	14137	18.5%
5	2822	3.7%
3	2755	3.6%
9	2732	3.6%
8	2434	3.2%
4	2134	2.8%
6	2042	2.7%
7	1701	2.2%

Space Separator

Value	Count	Frequency (%)
	198	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	76614	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	28755	37.5%
2	16904	22.1%
1	14137	18.5%
5	2822	3.7%
3	2755	3.6%
9	2732	3.6%
8	2434	3.2%
4	2134	2.8%
6	2042	2.7%
7	1701	2.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	76614	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	28755	37.5%
2	16904	22.1%
1	14137	18.5%
5	2822	3.7%
3	2755	3.6%
9	2732	3.6%
8	2434	3.2%
4	2134	2.8%
6	2042	2.7%
7	1701	2.2%

구경찰서코드
Text

Distinct	58
Distinct (%)	0.6%
Missing	13
Missing (%)	0.1%
Memory size	156.2 KiB

Length

Max length	8
Median length	8
Mean length	7.8076499
Min length	1

Characters and Unicode

Total characters	77975
Distinct characters	11
Distinct categories	2 ?
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	4 ?
Unique (%)	< 0.1%

Sample

1st row	140
2nd row	240
3rd row	250
4th row	150
5th row	370

Value	Count	Frequency (%)
210	566	5.8%
300	491	5.0%
360	465	4.8%
170	441	4.5%
310	430	4.4%
350	422	4.3%
340	405	4.1%
270	398	4.1%
200	392	4.0%
260	390	4.0%
Other values (21)	5389	55.1%

Most occurring characters

Value	Count	Frequency (%)
	48608	62.3%
0	11025	14.1%
3	4340	5.6%
2	4229	5.4%
1	3469	4.4%
4	1541	2.0%
6	1170	1.5%
7	1167	1.5%
5	828	1.1%
8	808	1.0%

Most occurring categories

Value	Count	Frequency (%)
Space Separator	48608	62.3%
Decimal Number	29367	37.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	11025	37.5%
3	4340	14.8%
2	4229	14.4%
1	3469	11.8%
4	1541	5.2%
6	1170	4.0%
7	1167	4.0%
5	828	2.8%
8	808	2.8%
9	790	2.7%

Space Separator

Value	Count	Frequency (%)
	48608	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	77975	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
	48608	62.3%
0	11025	14.1%
3	4340	5.6%
2	4229	5.4%
1	3469	4.4%
4	1541	2.0%
6	1170	1.5%
7	1167	1.5%
5	828	1.1%
8	808	1.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	77975	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	48608	62.3%
0	11025	14.1%
3	4340	5.6%
2	4229	5.4%
1	3469	4.4%
4	1541	2.0%
6	1170	1.5%
7	1167	1.5%
5	828	1.1%
8	808	1.0%

구코드 (공통)
Categorical

Distinct	27
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

710	553
650	550
560	547
440	542
680	529
Other values (22)	7279

Length

Max length	4
Median length	3
Mean length	2.9631
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	110
2nd row	380
3rd row	320
4th row	230
5th row	350

Common Values

Value	Count	Frequency (%)
710	553	5.5%
650	550	5.5%
560	547	5.5%
440	542	5.4%
680	529	5.3%
500	501	5.0%
380	470	4.7%
350	448	4.5%
740	424	4.2%
230	414	4.1%
Other values (17)	5022	50.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
710	553	5.6%
650	550	5.6%
560	547	5.6%
440	542	5.5%
680	529	5.4%
500	501	5.1%
380	470	4.8%
350	448	4.6%
740	424	4.3%
230	414	4.2%
Other values (16)	4818	49.2%

동코드 (공통)
Real number (ℝ)

ZEROS

Distinct	82
Distinct (%)	0.8%
Missing	20
Missing (%)	0.2%
Infinite	0
Infinite (%)	0.0%
Mean	10409.238

Minimum	0
Maximum	18600
Zeros	597
Zeros (%)	6.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	10200
median	10600
Q3	11100
95-th percentile	13500
Maximum	18600
Range	18600
Interquartile range (IQR)	900

Descriptive statistics

Standard deviation	2934.2279
Coefficient of variation (CV)	0.28188689
Kurtosis	7.2174208
Mean	10409.238
Median Absolute Deviation (MAD)	400
Skewness	-2.2871997
Sum	1.038842 × 10⁸
Variance	8609693.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10100	1255	12.6%
10200	1100	11.0%
10300	879	8.8%
10500	651	6.5%
0	597	6.0%
10700	591	5.9%
10800	587	5.9%
10600	547	5.5%
10400	462	4.6%
10900	409	4.1%
Other values (72)	2902	29.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	597	6.0%
10100	1255	12.6%
10200	1100	11.0%
10300	879	8.8%
10400	462	4.6%
10500	651	6.5%
10600	547	5.5%
10700	591	5.9%
10800	587	5.9%
10900	409	4.1%

Value	Count	Frequency (%)
18600	8	0.1%
18500	3	< 0.1%
18400	8	0.1%
18300	10	0.1%
18200	4	< 0.1%
18100	1	< 0.1%
17500	15	0.1%
17400	12	0.1%
17300	4	< 0.1%
17200	8	0.1%

지번
Text

MISSING

Distinct	5074
Distinct (%)	51.7%
Missing	177
Missing (%)	1.8%
Memory size	156.2 KiB

Length

Max length	10
Median length	9
Mean length	5.8820116
Min length	1

Characters and Unicode

Total characters	57779
Distinct characters	37
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	2911 ?
Unique (%)	29.6%

Sample

1st row	64-2도
2nd row	241-15대
3rd row	92-34도
4th row	189 학
5th row	790도

Value	Count	Frequency (%)
도	1103	9.7%
대	385	3.4%
임	51	0.4%
공	46	0.4%
학	36	0.3%
천	30	0.3%
잡	19	0.2%
140도	17	0.1%
전	16	0.1%
철	16	0.1%
Other values (5056)	9707	85.0%

Most occurring characters

Value	Count	Frequency (%)
1	7743	13.4%
-	7541	13.1%
도	5985	10.4%
2	4930	8.5%
3	4259	7.4%
4	3797	6.6%
6	3226	5.6%
5	3119	5.4%
7	3025	5.2%
0	2862	5.0%
Other values (27)	11292	19.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	38224	66.2%
Other Letter	9999	17.3%
Dash Punctuation	7541	13.1%
Space Separator	2015	3.5%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
도	5985	59.9%
대	1858	18.6%
산	386	3.9%
천	348	3.5%
임	329	3.3%
답	160	1.6%
전	153	1.5%
학	150	1.5%
공	104	1.0%
잡	103	1.0%
Other values (15)	423	4.2%

Decimal Number

Value	Count	Frequency (%)
1	7743	20.3%
2	4930	12.9%
3	4259	11.1%
4	3797	9.9%
6	3226	8.4%
5	3119	8.2%
7	3025	7.9%
0	2862	7.5%
9	2657	7.0%
8	2606	6.8%

Dash Punctuation

Value	Count	Frequency (%)
-	7541	100.0%

Space Separator

Value	Count	Frequency (%)
	2015	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	47780	82.7%
Hangul	9999	17.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
도	5985	59.9%
대	1858	18.6%
산	386	3.9%
천	348	3.5%
임	329	3.3%
답	160	1.6%
전	153	1.5%
학	150	1.5%
공	104	1.0%
잡	103	1.0%
Other values (15)	423	4.2%

Common

Value	Count	Frequency (%)
1	7743	16.2%
-	7541	15.8%
2	4930	10.3%
3	4259	8.9%
4	3797	7.9%
6	3226	6.8%
5	3119	6.5%
7	3025	6.3%
0	2862	6.0%
9	2657	5.6%
Other values (2)	4621	9.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	47780	82.7%
Hangul	9999	17.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	7743	16.2%
-	7541	15.8%
2	4930	10.3%
3	4259	8.9%
4	3797	7.9%
6	3226	6.8%
5	3119	6.5%
7	3025	6.3%
0	2862	6.0%
9	2657	5.6%
Other values (2)	4621	9.7%

Hangul

Value	Count	Frequency (%)
도	5985	59.9%
대	1858	18.6%
산	386	3.9%
천	348	3.5%
임	329	3.3%
답	160	1.6%
전	153	1.5%
학	150	1.5%
공	104	1.0%
잡	103	1.0%
Other values (15)	423	4.2%

신경찰서코드 (공통)
Categorical

Distinct	33
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

360	565
210	549
170	549
300	501
370	449
Other values (28)	7387

Length

Max length	4
Median length	3
Mean length	2.9612
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	120
2nd row	240
3rd row	400
4th row	200
5th row	370

Common Values

Value	Count	Frequency (%)
360	565	5.7%
210	549	5.5%
170	549	5.5%
300	501	5.0%
370	449	4.5%
310	429	4.3%
200	414	4.1%
350	412	4.1%
340	400	4.0%
270	393	3.9%
Other values (23)	5339	53.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
360	565	5.8%
210	549	5.6%
170	549	5.6%
300	501	5.1%
370	449	4.6%
310	429	4.4%
200	414	4.2%
350	412	4.2%
340	400	4.1%
270	393	4.0%
Other values (22)	5141	52.4%

작업구분 (공통)
Categorical

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

4	5853
1	3314
2	451
6	247
3	135

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
4	5853	58.5%
1	3314	33.1%
2	451	4.5%
6	247	2.5%
3	135	1.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
4	5853	58.5%
1	3314	33.1%
2	451	4.5%
6	247	2.5%
3	135	1.4%

표출구분 (공통)
Categorical

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

1	6932
2	3068

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
1	6932	69.3%
2	3068	30.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	6932	69.3%
2	3068	30.7%

도로구분 (공통)
Categorical

IMBALANCE

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

001	7157
002	2815
<NA>	27
	1

Length

Max length	4
Median length	3
Mean length	3.0025
Min length	1

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	001
2nd row	001
3rd row	002
4th row	001
5th row	002

Common Values

Value	Count	Frequency (%)
001	7157	71.6%
002	2815	28.1%
<NA>	27	0.3%
	1	< 0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
001	7157	71.6%
002	2815	28.2%
na	27	0.3%

관할사업소 (공통)
Categorical

Distinct	8
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

108	1981
107	1703
104	1665
105	1610
106	1588
Other values (3)	1453

Length

Max length	4
Median length	3
Mean length	3.0016
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	107
2nd row	108
3rd row	107
4th row	109
5th row	107

Common Values

Value	Count	Frequency (%)
108	1981	19.8%
107	1703	17.0%
104	1665	16.7%
105	1610	16.1%
106	1588	15.9%
109	1413	14.1%
<NA>	32	0.3%
	8	0.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
108	1981	19.8%
107	1703	17.0%
104	1665	16.7%
105	1610	16.1%
106	1588	15.9%
109	1413	14.1%
na	32	0.3%

신규정규화ID
Text

MISSING

Distinct	1839
Distinct (%)	81.7%
Missing	7748
Missing (%)	77.5%
Memory size	156.2 KiB

Length

Max length	11
Median length	11
Mean length	9.7415631
Min length	1

Characters and Unicode

Total characters	21938
Distinct characters	11
Distinct categories	2 ?
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	1693 ?
Unique (%)	75.2%

Sample

1st row
2nd row	2375051
3rd row	6225713
4th row	3292752
5th row	2028088

Value	Count	Frequency (%)
3326061	2	0.1%
5351335	2	0.1%
4320305	2	0.1%
5356472	2	0.1%
2456934	2	0.1%
1148114	2	0.1%
2136705	2	0.1%
4362281	2	0.1%
1134833	2	0.1%
3193308	2	0.1%
Other values (1825)	1963	99.0%

Most occurring characters

Value	Count	Frequency (%)
	8055	36.7%
2	2611	11.9%
1	2130	9.7%
3	1857	8.5%
4	1598	7.3%
5	1313	6.0%
6	1018	4.6%
0	980	4.5%
7	840	3.8%
8	783	3.6%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	13883	63.3%
Space Separator	8055	36.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	2611	18.8%
1	2130	15.3%
3	1857	13.4%
4	1598	11.5%
5	1313	9.5%
6	1018	7.3%
0	980	7.1%
7	840	6.1%
8	783	5.6%
9	753	5.4%

Space Separator

Value	Count	Frequency (%)
	8055	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	21938	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
	8055	36.7%
2	2611	11.9%
1	2130	9.7%
3	1857	8.5%
4	1598	7.3%
5	1313	6.0%
6	1018	4.6%
0	980	4.5%
7	840	3.8%
8	783	3.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	21938	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	8055	36.7%
2	2611	11.9%
1	2130	9.7%
3	1857	8.5%
4	1598	7.3%
5	1313	6.0%
6	1018	4.6%
0	980	4.5%
7	840	3.8%
8	783	3.6%

공간데이터
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	10000
Missing (%)	100.0%
Memory size	166.0 KiB

이력ID
Real number (ℝ)

Distinct	9603
Distinct (%)	96.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10195.482

Minimum	2
Maximum	20598
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	2
5-th percentile	1039.95
Q1	5298.75
median	10369.5
Q3	14962.25
95-th percentile	19617.15
Maximum	20598
Range	20596
Interquartile range (IQR)	9663.5

Descriptive statistics

Standard deviation	5763.8307
Coefficient of variation (CV)	0.56533184
Kurtosis	-1.1161215
Mean	10195.482
Median Absolute Deviation (MAD)	4825.5
Skewness	-0.020644648
Sum	1.0195482 × 10⁸
Variance	33221744
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
16561	3	< 0.1%
11978	2	< 0.1%
12239	2	< 0.1%
16417	2	< 0.1%
12706	2	< 0.1%
13823	2	< 0.1%
14477	2	< 0.1%
17844	2	< 0.1%
5731	2	< 0.1%
11730	2	< 0.1%
Other values (9593)	9979	99.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	1	< 0.1%
3	1	< 0.1%
9	1	< 0.1%
13	1	< 0.1%
14	1	< 0.1%
22	1	< 0.1%
24	1	< 0.1%
25	1	< 0.1%
27	1	< 0.1%
28	1	< 0.1%

Value	Count	Frequency (%)
20598	1	< 0.1%
20596	1	< 0.1%
20595	1	< 0.1%
20594	1	< 0.1%
20593	1	< 0.1%
20592	1	< 0.1%
20591	1	< 0.1%
20589	1	< 0.1%
20588	1	< 0.1%
20587	1	< 0.1%

공사관리번호
Text

MISSING

Distinct	2024
Distinct (%)	21.0%
Missing	355
Missing (%)	3.5%
Memory size	156.2 KiB

Length

Max length	13
Median length	13
Mean length	13
Min length	13

Characters and Unicode

Total characters	125385
Distinct characters	11
Distinct categories	2 ?
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	841 ?
Unique (%)	8.7%

Sample

1st row	2000-0000-000
2nd row	2017-0201-042
3rd row	2000-0000-000
4th row	2000-0000-000
5th row	2021-0101-010

Value	Count	Frequency (%)
2000-0000-000	2582	26.8%
2009-0201-001	136	1.4%
2009-0201-005	69	0.7%
2009-0101-100	46	0.5%
2004-0101-044	45	0.5%
2010-0101-042	42	0.4%
2007-0201-457	41	0.4%
2009-1101-063	36	0.4%
2003-0201-004	34	0.4%
2003-0201-009	33	0.3%
Other values (2014)	6581	68.2%

Most occurring characters

Value	Count	Frequency (%)
0	57461	45.8%
1	19387	15.5%
-	19290	15.4%
2	15183	12.1%
4	2749	2.2%
9	2220	1.8%
5	2114	1.7%
3	2023	1.6%
6	1815	1.4%
7	1583	1.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	106095	84.6%
Dash Punctuation	19290	15.4%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	57461	54.2%
1	19387	18.3%
2	15183	14.3%
4	2749	2.6%
9	2220	2.1%
5	2114	2.0%
3	2023	1.9%
6	1815	1.7%
7	1583	1.5%
8	1560	1.5%

Dash Punctuation

Value	Count	Frequency (%)
-	19290	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	125385	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	57461	45.8%
1	19387	15.5%
-	19290	15.4%
2	15183	12.1%
4	2749	2.2%
9	2220	1.8%
5	2114	1.7%
3	2023	1.6%
6	1815	1.4%
7	1583	1.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	125385	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	57461	45.8%
1	19387	15.5%
-	19290	15.4%
2	15183	12.1%
4	2749	2.2%
9	2220	1.8%
5	2114	1.7%
3	2023	1.6%
6	1815	1.4%
7	1583	1.3%

제어기관리번호.1
Text

Distinct	4706
Distinct (%)	47.1%
Missing	11
Missing (%)	0.1%
Memory size	156.2 KiB

Length

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

Characters and Unicode

Total characters	89901
Distinct characters	11
Distinct categories	2 ?
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	2010 ?
Unique (%)	20.1%

Sample

1st row	01-003753
2nd row	01-004371
3rd row	01-002980
4th row	01-004343
5th row	01-007225

Value	Count	Frequency (%)
01-002536	9	0.1%
01-001321	9	0.1%
01-001505	8	0.1%
01-002515	8	0.1%
01-000828	7	0.1%
01-001658	7	0.1%
01-002541	7	0.1%
01-000251	7	0.1%
01-001005	7	0.1%
01-003586	7	0.1%
Other values (4696)	9913	99.2%

Most occurring characters

Value	Count	Frequency (%)
0	35382	39.4%
1	15311	17.0%
-	9989	11.1%
2	5068	5.6%
3	4752	5.3%
4	3986	4.4%
6	3608	4.0%
7	3326	3.7%
5	3042	3.4%
9	2804	3.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	79912	88.9%
Dash Punctuation	9989	11.1%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	35382	44.3%
1	15311	19.2%
2	5068	6.3%
3	4752	5.9%
4	3986	5.0%
6	3608	4.5%
7	3326	4.2%
5	3042	3.8%
9	2804	3.5%
8	2633	3.3%

Dash Punctuation

Value	Count	Frequency (%)
-	9989	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	89901	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	35382	39.4%
1	15311	17.0%
-	9989	11.1%
2	5068	5.6%
3	4752	5.3%
4	3986	4.4%
6	3608	4.0%
7	3326	3.7%
5	3042	3.4%
9	2804	3.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	89901	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	35382	39.4%
1	15311	17.0%
-	9989	11.1%
2	5068	5.6%
3	4752	5.3%
4	3986	4.4%
6	3608	4.0%
7	3326	3.7%
5	3042	3.4%
9	2804	3.1%

공사형태 (공통)
Categorical

Distinct	12
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

002	3072
001	2308
<NA>	2193
006	915
009	750
Other values (7)	762

Length

Max length	4
Median length	3
Mean length	3.1857
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row
2nd row	006
3rd row	<NA>
4th row	<NA>
5th row	001

Common Values

Value	Count	Frequency (%)
002	3072	30.7%
001	2308	23.1%
<NA>	2193	21.9%
006	915	9.2%
009	750	7.5%
003	362	3.6%
	168	1.7%
008	88	0.9%
007	87	0.9%
004	51	0.5%
Other values (2)	6	0.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
002	3072	31.2%
001	2308	23.5%
na	2193	22.3%
006	915	9.3%
009	750	7.6%
003	362	3.7%
008	88	0.9%
007	87	0.9%
004	51	0.5%
010	3	< 0.1%

First rows
Last rows

	제어기명	온라인일	등록일시-설치일	제조회사	상태 (공통)	교차로번호	제어기관리번호	시스템코드	형태코드	방식코드	전원코드	종류코드	고가 (공통)	비고	교체일	구경찰서코드	구코드 (공통)	동코드 (공통)	지번	신경찰서코드 (공통)	작업구분 (공통)	표출구분 (공통)	도로구분 (공통)	관할사업소 (공통)	신규정규화ID	공간데이터	이력ID	공사관리번호	제어기관리번호.1	공사형태 (공통)
20229		20000101	00010101		001	0	01-0000003753	001	001	40	001	001	001		00010101	140	110	12100	64-2도	120	2	1	001	107		<NA>	5849	2000-0000-000	01-003753
3353	백련산힐스테이트204동	20111205	20111205	코스텍	001	830	01-0000004371	008	002	133	001	004	001	<NA>	20170809	240	380	10700	241-15대	240	1	2	001	108	2375051	<NA>	13998	2017-0201-042	01-004371	006
5196	우이2교	20070119	20030401	에틴(주)	001	4229	01-0000002980	008	001	56	001	004	001	<NA>	20030401	250	320	10700	<NA>	400	4	1	002	107	<NA>	<NA>	7703	2000-0000-000	01-002980	<NA>
3518	강북비타에듀학원	20110101	20110101	<NA>	001	6286	01-0000004343	008	001	40	001	004	001	<NA>	20110101	150	230	10100	92-34도	200	4	1	001	109	<NA>	<NA>	13992	2000-0000-000	01-004343	<NA>
1141	공릉동부아파트	20210428	20210428	(주)서돌전자통신	001	3882	01-0000007225	008	003	173	001	004	001	<NA>	20210428	370	350	10300	189 학	370	1	2	002	107	<NA>	<NA>	20192	2021-0101-010	01-007225	001
16523	가로공원	20000905	20010214	위운용사복지회	001	130	01-0000001061	008	003	123	002	004	001	<NA>	20090104	350	470	10300	790도	350	4	1	001	104	<NA>	<NA>	11285	2000-0000-000	01-001061	<NA>
11504	화곡제일성심병원	20020131	20020801	진우산전	001	2924	01-0000000015	003	001	88	001	001	001	<NA>	20020801	300	500	10300	94-4대	300	4	1	001	104	<NA>	<NA>	12413	2000-0000-000	01-000015	<NA>
7561	답십리두산APT	20021012	20070901	코스텍	001	3453	01-0000002604	008	001	114	002	004	001	<NA>	20071109	200	230	10500	261-1도	200	4	1	001	109	<NA>	<NA>	4667	2000-0000-000	01-002604	<NA>
6909	인건빌딩(이산부인과)	20030123	19980901	위운용사복지회	001	3850	01-0000002346	003	008	123	002	001	001	<NA>	20081226	350	500	10300	939-2도	300	4	1	001	104	<NA>	<NA>	8312	2000-0000-000	01-002346	<NA>
3640	천호동공원앞(보)	20100210	20070912	한국전기교통(주)	001	5226	01-0000003602	008	001	123	001	004	001	<NA>	20091223	310	740	10900	323-9대	310	1	2	001	106	6225713	<NA>	11937	2009-0101-100	01-003602	009

	제어기명	온라인일	등록일시-설치일	제조회사	상태 (공통)	교차로번호	제어기관리번호	시스템코드	형태코드	방식코드	전원코드	종류코드	고가 (공통)	비고	교체일	구경찰서코드	구코드 (공통)	동코드 (공통)	지번	신경찰서코드 (공통)	작업구분 (공통)	표출구분 (공통)	도로구분 (공통)	관할사업소 (공통)	신규정규화ID	공간데이터	이력ID	공사관리번호	제어기관리번호.1	공사형태 (공통)
9992	청량리굴다리	20020325	20041120	세인(주)	001	3403	01-0000002131	008	002	101	001	004	001	<NA>	20041120	200	230	10400	673대	200	4	1	002	109	<NA>	<NA>	17063	2004-0101-029	01-002131	009
3388	송파파크데일1단지	20110930	20110930	양광	001	6260	01-0000004305	008	001	115	001	004	001	<NA>	20110930	360	710	11400	산1-5 공	360	1	2	002	106	6185702	<NA>	16388	2011-1101-055	01-004305	001
3326	이태원입구	20120107	20120107	(주)서돌전자통신	001	312	01-0000000817	008	003	174	001	004	001	<NA>	20210907	160	170	13000	196-3도	160	1	2	001	108	3283511	<NA>	16078	2021-0101-083	01-000817	002
4565	유광사산부인과(보)	20071224	20071224	코스텍	001	5648	01-0000003638	008	001	114	001	004	001	<NA>	20071224	300	500	0	1089-29도	300	4	1	001	104	<NA>	<NA>	1341	2000-0000-000	01-003638	<NA>
3632	정신여고	20100210	20091223	(주)서돌전자통신	001	2042	01-0000002608	006	001	174	001	002	001	<NA>	20231207	360	710	10100	64도	360	3	2	002	106	<NA>	<NA>	11948	2023-0101-104	01-002608	002
5223	영화초교(남부교회)	20070119	20061222	(주)세인시스템	001	1644	01-0000000154	008	002	91	001	004	001	<NA>	20070122	220	590	10800	17-59도	220	4	1	002	105	<NA>	<NA>	4076	2006-0201-030	01-000154	002
16433	성원아파트104동	20010101	20010201	한국전기	001	3237	01-0000003416	001	001	9	001	001	001	<NA>	20010201	270	260	10600	561도	270	4	1	001	109	<NA>	<NA>	5586	2000-0000-000	01-003416	<NA>
6113	동선약국(보)	20060203	20060131	(주)서돌전자통신	001	3560	01-0000002166	008	001	98	001	004	001	<NA>	20060131	190	290	11800	1-1도	190	4	1	002	107	<NA>	<NA>	15455	2010-0101-061	01-002166	006
5978	월드빌아파트(보)	20060601	20060531	(주)세인시스템	001	5453	01-0000003482	008	001	91	001	004	001	<NA>	20060531	240	380	11000	199-4도	240	4	1	001	108	<NA>	<NA>	4739	2005-0101-088	01-003482	001
11451	단암빌딩	20020131	20050430	서돌전자(주)	001	857	01-0000001579	008	001	86	002	004	001	<NA>	20050530	130	140	11800	17-7대	130	1	2	001	108	<NA>	<NA>	11391	2004-1101-223	01-001579	002

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Decimal Number

Lowercase Letter

Other Punctuation

Open Punctuation

Close Punctuation

Space Separator

Dash Punctuation

Math Symbol

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Compat Jamo

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Space Separator

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Space Separator

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Decimal Number

Other Punctuation

Open Punctuation

Close Punctuation

Space Separator

Dash Punctuation

Modifier Symbol

Other Symbol

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Most occurring blocks

Most frequent character per block

Hangul

ASCII

Compat Jamo

None

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Most occurring scripts