gimi9 Pandas Profiling

Dataset statistics

Number of variables	20
Number of observations	500
Missing cells	500
Missing cells (%)	5.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	86.1 KiB
Average record size in memory	176.3 B

Variable types

Numeric	12
Text	4
Categorical	3
Unsupported	1

Dataset

Description	샘플 데이터
Author	서울시
URL	https://bigdata.seoul.go.kr/data/selectSampleData.do?sample_data_seq=31

Alerts

`도로위계기능구분(ROA_CLS_SE)` is highly imbalanced (60.9%)	Imbalance
`광역도로구분코드(WDR_RD_CD)` is highly imbalanced (71.2%)	Imbalance
`기준년월일(STD_YMD)` has 500 (100.0%) missing values	Missing
`도로코드(ROAD_CD)` is highly skewed (γ1 = 21.79079786)	Skewed
`기준년월일(STD_YMD)` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`도로폭(ROAD_BT)` has 14 (2.8%) zeros	Zeros

Reproduction

Analysis started	2023-12-10 15:00:42.986859
Analysis finished	2023-12-10 15:01:24.888561
Duration	41.9 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

기초간격(BSI_INT)
Real number (ℝ)

Distinct	20
Distinct (%)	4.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.676

Minimum	4
Maximum	25
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	4
5-th percentile	8
Q1	10
median	10
Q3	11
95-th percentile	20
Maximum	25
Range	21
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	4.0233567
Coefficient of variation (CV)	0.34458348
Kurtosis	0.96790455
Mean	11.676
Median Absolute Deviation (MAD)	0
Skewness	1.42404
Sum	5838
Variance	16.187399
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=20)

Value	Count	Frequency (%)
10	289	57.8%
20	56	11.2%
11	55	11.0%
9	25	5.0%
21	16	3.2%
5	14	2.8%
8	10	2.0%
12	8	1.6%
16	8	1.6%
17	4	0.8%
Other values (10)	15	3.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4	1	0.2%
5	14	2.8%
6	1	0.2%
7	2	0.4%
8	10	2.0%
9	25	5.0%
10	289	57.8%
11	55	11.0%
12	8	1.6%
13	2	0.4%

Value	Count	Frequency (%)
25	1	0.2%
24	1	0.2%
22	2	0.4%
21	16	3.2%
20	56	11.2%
19	1	0.2%
17	4	0.8%
16	8	1.6%
15	2	0.4%
14	2	0.4%

영문도로명(ENG_RN)
Text

Distinct	484
Distinct (%)	96.8%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

Length

Max length	27
Median length	23
Mean length	16.996
Min length	6

Characters and Unicode

Total characters	8498
Distinct characters	52
Distinct categories	6 ?
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	471 ?
Unique (%)	94.2%

Sample

1st row	Insubong-ro 57-gil
2nd row	Gukhoe-daero
3rd row	Musumak 5ga-gil
4th row	Dongmak-ro 12-gil
5th row	Mapo-daero 14-gil

Value	Count	Frequency (%)
2-gil	16	1.7%
12-gil	16	1.7%
3-gil	13	1.4%
deongneung-ro	11	1.2%
dobong-ro	11	1.2%
4-gil	10	1.1%
dongil-ro	9	1.0%
5-gil	9	1.0%
7-gil	8	0.9%
14-gil	8	0.9%
Other values (438)	828	88.2%

Most occurring characters

Value	Count	Frequency (%)
o	900	10.6%
-	900	10.6%
g	869	10.2%
n	604	7.1%
i	554	6.5%
a	525	6.2%
l	519	6.1%
r	506	6.0%
	439	5.2%
e	358	4.2%
Other values (42)	2324	27.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	5846	68.8%
Dash Punctuation	900	10.6%
Decimal Number	810	9.5%
Uppercase Letter	501	5.9%
Space Separator	439	5.2%
Other Punctuation	2	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	900	15.4%
g	869	14.9%
n	604	10.3%
i	554	9.5%
a	525	9.0%
l	519	8.9%
r	506	8.7%
e	358	6.1%
u	186	3.2%
h	129	2.2%
Other values (11)	696	11.9%

Uppercase Letter

Value	Count	Frequency (%)
S	88	17.6%
D	74	14.8%
G	59	11.8%
B	37	7.4%
J	33	6.6%
H	32	6.4%
M	30	6.0%
Y	30	6.0%
N	24	4.8%
C	22	4.4%
Other values (8)	72	14.4%

Decimal Number

Value	Count	Frequency (%)
1	169	20.9%
2	129	15.9%
3	87	10.7%
4	86	10.6%
5	76	9.4%
7	61	7.5%
6	58	7.2%
9	52	6.4%
0	48	5.9%
8	44	5.4%

Dash Punctuation

Value	Count	Frequency (%)
-	900	100.0%

Space Separator

Value	Count	Frequency (%)
	439	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	6347	74.7%
Common	2151	25.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	900	14.2%
g	869	13.7%
n	604	9.5%
i	554	8.7%
a	525	8.3%
l	519	8.2%
r	506	8.0%
e	358	5.6%
u	186	2.9%
h	129	2.0%
Other values (29)	1197	18.9%

Common

Value	Count	Frequency (%)
-	900	41.8%
	439	20.4%
1	169	7.9%
2	129	6.0%
3	87	4.0%
4	86	4.0%
5	76	3.5%
7	61	2.8%
6	58	2.7%
9	52	2.4%
Other values (3)	94	4.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	8498	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	900	10.6%
-	900	10.6%
g	869	10.2%
n	604	7.1%
i	554	6.5%
a	525	6.2%
l	519	6.1%
r	506	6.0%
	439	5.2%
e	358	4.2%
Other values (42)	2324	27.3%

고시일자(NTFC_DE)
Real number (ℝ)

Distinct	38
Distinct (%)	7.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20100566

Minimum	19991231
Maximum	20140224
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	19991231
5-th percentile	20100422
Q1	20100531
median	20100610
Q3	20100617
95-th percentile	20101203
Maximum	20140224
Range	148993
Interquartile range (IQR)	86

Descriptive statistics

Standard deviation	6114.5125
Coefficient of variation (CV)	0.00030419604
Kurtosis	212.18361
Mean	20100566
Median Absolute Deviation (MAD)	7
Skewness	-10.339313
Sum	1.0050283 × 10¹⁰
Variance	37387264
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=38)

Value	Count	Frequency (%)
20100610	123	24.6%
20100603	52	10.4%
20100617	50	10.0%
20100527	38	7.6%
20100630	31	6.2%
20100422	29	5.8%
20100702	20	4.0%
20100528	19	3.8%
20100716	18	3.6%
20100531	17	3.4%
Other values (28)	103	20.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19991231	1	0.2%
20090710	12	2.4%
20091028	2	0.4%
20091217	3	0.6%
20100315	1	0.2%
20100422	29	5.8%
20100520	13	2.6%
20100526	1	0.2%
20100527	38	7.6%
20100528	19	3.8%

Value	Count	Frequency (%)
20140224	1	0.2%
20140217	1	0.2%
20120713	1	0.2%
20111031	1	0.2%
20110526	1	0.2%
20110407	2	0.4%
20110321	2	0.4%
20110317	4	0.8%
20110303	1	0.2%
20110302	3	0.6%

종점(REP_CN)
Text

Distinct	488
Distinct (%)	97.6%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

Length

Max length	27
Median length	20
Mean length	9.762
Min length	5

Characters and Unicode

Total characters	4881
Distinct characters	176
Distinct categories	8 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

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

Unique

Unique	477 ?
Unique (%)	95.4%

Sample

1st row	숭인동 1251
2nd row	진관동 128-28
3rd row	장위동 68-1019대
4th row	수유동 279-326
5th row	화곡동 1051-2대

Value	Count	Frequency (%)
미아동	15	1.6%
대	15	1.6%
수유동	12	1.2%
신길동	11	1.1%
정릉동	9	0.9%
화곡동	8	0.8%
답십리동	8	0.8%
성내동	7	0.7%
번동	7	0.7%
연희동	7	0.7%
Other values (667)	865	89.7%

Most occurring characters

Value	Count	Frequency (%)
동	495	10.1%
1	472	9.7%
	463	9.5%
-	445	9.1%
2	279	5.7%
3	258	5.3%
4	247	5.1%
6	199	4.1%
5	187	3.8%
7	155	3.2%
Other values (166)	1681	34.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2225	45.6%
Other Letter	1743	35.7%
Space Separator	463	9.5%
Dash Punctuation	445	9.1%
Control	2	< 0.1%
Other Punctuation	1	< 0.1%
Open Punctuation	1	< 0.1%
Close Punctuation	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	495	28.4%
대	137	7.9%
가	61	3.5%
신	59	3.4%
림	37	2.1%
천	26	1.5%
수	24	1.4%
봉	23	1.3%
산	21	1.2%
성	21	1.2%
Other values (149)	839	48.1%

Decimal Number

Value	Count	Frequency (%)
1	472	21.2%
2	279	12.5%
3	258	11.6%
4	247	11.1%
6	199	8.9%
5	187	8.4%
7	155	7.0%
0	145	6.5%
9	143	6.4%
8	140	6.3%

Control

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

Space Separator

Value	Count	Frequency (%)
	463	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	445	100.0%

Other Punctuation

Value	Count	Frequency (%)
.	1	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	3138	64.3%
Hangul	1743	35.7%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	495	28.4%
대	137	7.9%
가	61	3.5%
신	59	3.4%
림	37	2.1%
천	26	1.5%
수	24	1.4%
봉	23	1.3%
산	21	1.2%
성	21	1.2%
Other values (149)	839	48.1%

Common

Value	Count	Frequency (%)
1	472	15.0%
	463	14.8%
-	445	14.2%
2	279	8.9%
3	258	8.2%
4	247	7.9%
6	199	6.3%
5	187	6.0%
7	155	4.9%
0	145	4.6%
Other values (7)	288	9.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3138	64.3%
Hangul	1743	35.7%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
동	495	28.4%
대	137	7.9%
가	61	3.5%
신	59	3.4%
림	37	2.1%
천	26	1.5%
수	24	1.4%
봉	23	1.3%
산	21	1.2%
성	21	1.2%
Other values (149)	839	48.1%

ASCII

Value	Count	Frequency (%)
1	472	15.0%
	463	14.8%
-	445	14.2%
2	279	8.9%
3	258	8.2%
4	247	7.9%
6	199	6.3%
5	187	6.0%
7	155	4.9%
0	145	4.6%
Other values (7)	288	9.2%

도로구간종속구분(RDS_DPN_SE)
Categorical

Distinct	3
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

1	373
0	82
2	45

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

Common Values

Value	Count	Frequency (%)
1	373	74.6%
0	82	16.4%
2	45	9.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	373	74.6%
0	82	16.4%
2	45	9.0%

도로구간일련번호(RDS_MAN_NO)
Real number (ℝ)

Distinct	471
Distinct (%)	94.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1659.138

Minimum	14
Maximum	5130
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	14
5-th percentile	172.9
Q1	736.5
median	1576
Q3	2414.25
95-th percentile	3594.45
Maximum	5130
Range	5116
Interquartile range (IQR)	1677.75

Descriptive statistics

Standard deviation	1082.6598
Coefficient of variation (CV)	0.65254357
Kurtosis	-0.34558955
Mean	1659.138
Median Absolute Deviation (MAD)	840
Skewness	0.54341191
Sum	829569
Variance	1172152.3
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1253	3	0.6%
247	3	0.6%
1647	2	0.4%
723	2	0.4%
1566	2	0.4%
2619	2	0.4%
245	2	0.4%
1646	2	0.4%
150	2	0.4%
3125	2	0.4%
Other values (461)	478	95.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
14	1	0.2%
35	1	0.2%
42	1	0.2%
56	1	0.2%
63	1	0.2%
73	1	0.2%
75	1	0.2%
77	1	0.2%
87	1	0.2%
91	1	0.2%

Value	Count	Frequency (%)
5130	1	0.2%
5041	1	0.2%
4715	1	0.2%
4627	1	0.2%
4565	1	0.2%
4450	1	0.2%
4261	1	0.2%
4207	1	0.2%
4119	1	0.2%
4049	1	0.2%

기점(RBP_CN)
Text

Distinct	484
Distinct (%)	96.8%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

Length

Max length	17
Median length	14
Mean length	9.634
Min length	5

Characters and Unicode

Total characters	4817
Distinct characters	179
Distinct categories	6 ?
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	470 ?
Unique (%)	94.0%

Sample

1st row	미아동 791-1051
2nd row	중화동248-66
3rd row	체부동 98-1
4th row	영등포동4가 103
5th row	면목동137-3

Value	Count	Frequency (%)
미아동	13	1.3%
대	13	1.3%
신길동	13	1.3%
상계동	11	1.1%
수유동	10	1.0%
정릉동	9	0.9%
상도동	8	0.8%
화곡동	7	0.7%
홍은동	7	0.7%
이문동	7	0.7%
Other values (657)	869	89.9%

Most occurring characters

Value	Count	Frequency (%)
동	499	10.4%
	467	9.7%
1	449	9.3%
-	425	8.8%
2	310	6.4%
3	255	5.3%
4	205	4.3%
5	187	3.9%
7	175	3.6%
6	164	3.4%
Other values (169)	1681	34.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2171	45.1%
Other Letter	1752	36.4%
Space Separator	467	9.7%
Dash Punctuation	425	8.8%
Open Punctuation	1	< 0.1%
Close Punctuation	1	< 0.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
동	499	28.5%
대	146	8.3%
가	57	3.3%
신	47	2.7%
산	33	1.9%
암	23	1.3%
상	23	1.3%
봉	21	1.2%
천	20	1.1%
문	20	1.1%
Other values (155)	863	49.3%

Decimal Number

Value	Count	Frequency (%)
1	449	20.7%
2	310	14.3%
3	255	11.7%
4	205	9.4%
5	187	8.6%
7	175	8.1%
6	164	7.6%
8	151	7.0%
9	139	6.4%
0	136	6.3%

Space Separator

Value	Count	Frequency (%)
	467	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	425	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	3065	63.6%
Hangul	1752	36.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
동	499	28.5%
대	146	8.3%
가	57	3.3%
신	47	2.7%
산	33	1.9%
암	23	1.3%
상	23	1.3%
봉	21	1.2%
천	20	1.1%
문	20	1.1%
Other values (155)	863	49.3%

Common

Value	Count	Frequency (%)
	467	15.2%
1	449	14.6%
-	425	13.9%
2	310	10.1%
3	255	8.3%
4	205	6.7%
5	187	6.1%
7	175	5.7%
6	164	5.4%
8	151	4.9%
Other values (4)	277	9.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3065	63.6%
Hangul	1752	36.4%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
동	499	28.5%
대	146	8.3%
가	57	3.3%
신	47	2.7%
산	33	1.9%
암	23	1.3%
상	23	1.3%
봉	21	1.2%
천	20	1.1%
문	20	1.1%
Other values (155)	863	49.3%

ASCII

Value	Count	Frequency (%)
	467	15.2%
1	449	14.6%
-	425	13.9%
2	310	10.1%
3	255	8.3%
4	205	6.7%
5	187	6.1%
7	175	5.7%
6	164	5.4%
8	151	4.9%
Other values (4)	277	9.0%

도로명(RN)
Text

Distinct	475
Distinct (%)	95.0%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

Length

Max length	10
Median length	9
Mean length	5.984
Min length	3

Characters and Unicode

Total characters	2992
Distinct characters	231
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	452 ?
Unique (%)	90.4%

Sample

1st row	신촌로24안길
2nd row	사당로14다길
3rd row	구로동로35가길
4th row	긴고랑로9길
5th row	토정로

Value	Count	Frequency (%)
북악산로	3	0.6%
백범로	3	0.6%
종암로36길	2	0.4%
삼각산로	2	0.4%
연희로	2	0.4%
소월로40길	2	0.4%
갈현로25길	2	0.4%
원신2길	2	0.4%
양재대로110길	2	0.4%
시흥대로	2	0.4%
Other values (465)	478	95.6%

Most occurring characters

Value	Count	Frequency (%)
로	461	15.4%
길	423	14.1%
1	157	5.2%
2	139	4.6%
4	75	2.5%
3	75	2.5%
5	72	2.4%
6	66	2.2%
가	62	2.1%
대	51	1.7%
Other values (221)	1411	47.2%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	2232	74.6%
Decimal Number	760	25.4%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
로	461	20.7%
길	423	19.0%
가	62	2.8%
대	51	2.3%
산	43	1.9%
천	32	1.4%
봉	30	1.3%
나	28	1.3%
동	28	1.3%
도	21	0.9%
Other values (211)	1053	47.2%

Decimal Number

Value	Count	Frequency (%)
1	157	20.7%
2	139	18.3%
4	75	9.9%
3	75	9.9%
5	72	9.5%
6	66	8.7%
7	47	6.2%
0	46	6.1%
8	45	5.9%
9	38	5.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	2232	74.6%
Common	760	25.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
로	461	20.7%
길	423	19.0%
가	62	2.8%
대	51	2.3%
산	43	1.9%
천	32	1.4%
봉	30	1.3%
나	28	1.3%
동	28	1.3%
도	21	0.9%
Other values (211)	1053	47.2%

Common

Value	Count	Frequency (%)
1	157	20.7%
2	139	18.3%
4	75	9.9%
3	75	9.9%
5	72	9.5%
6	66	8.7%
7	47	6.2%
0	46	6.1%
8	45	5.9%
9	38	5.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	2232	74.6%
ASCII	760	25.4%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
로	461	20.7%
길	423	19.0%
가	62	2.8%
대	51	2.3%
산	43	1.9%
천	32	1.4%
봉	30	1.3%
나	28	1.3%
동	28	1.3%
도	21	0.9%
Other values (211)	1053	47.2%

ASCII

Value	Count	Frequency (%)
1	157	20.7%
2	139	18.3%
4	75	9.9%
3	75	9.9%
5	72	9.5%
6	66	8.7%
7	47	6.2%
0	46	6.1%
8	45	5.9%
9	38	5.0%

도로명코드(RN_CD)
Real number (ℝ)

Distinct	477
Distinct (%)	95.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3996726.6

Minimum	2000003
Maximum	4172433
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	2000003
5-th percentile	3005053.7
Q1	4112085.8
median	4124376.5
Q3	4148454.8
95-th percentile	4169066.1
Maximum	4172433
Range	2172430
Interquartile range (IQR)	36369

Descriptive statistics

Standard deviation	383074.52
Coefficient of variation (CV)	0.095847067
Kurtosis	6.789248
Mean	3996726.6
Median Absolute Deviation (MAD)	20692
Skewness	-2.7101797
Sum	1.9983633 × 10⁹
Variance	1.4674609 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3005028	3	0.6%
4148055	3	0.6%
4112085	2	0.4%
4139085	2	0.4%
3005083	2	0.4%
4115097	2	0.4%
4163196	2	0.4%
4121724	2	0.4%
4112474	2	0.4%
4148228	2	0.4%
Other values (467)	478	95.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2000003	1	0.2%
2005007	1	0.2%
2005010	1	0.2%
2113001	1	0.2%
3000004	1	0.2%
3000007	1	0.2%
3000008	1	0.2%
3000009	1	0.2%
3000019	1	0.2%
3000023	1	0.2%

Value	Count	Frequency (%)
4172433	1	0.2%
4172431	1	0.2%
4172384	1	0.2%
4172357	1	0.2%
4172343	1	0.2%
4172335	1	0.2%
4172292	1	0.2%
4172259	1	0.2%
4172222	1	0.2%
4172168	1	0.2%

도로폭(ROAD_BT)
Real number (ℝ)

ZEROS

Distinct	29
Distinct (%)	5.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.963

Minimum	0
Maximum	50
Zeros	14
Zeros (%)	2.8%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	3
median	4
Q3	6
95-th percentile	11.05
Maximum	50
Range	50
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	4.951987
Coefficient of variation (CV)	0.99778098
Kurtosis	29.178116
Mean	4.963
Median Absolute Deviation (MAD)	2
Skewness	4.6387872
Sum	2481.5
Variance	24.522175
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=29)

Value	Count	Frequency (%)
3.0	107	21.4%
4.0	95	19.0%
2.0	71	14.2%
6.0	62	12.4%
5.0	42	8.4%
8.0	30	6.0%
1.0	22	4.4%
7.0	19	3.8%
0.0	14	2.8%
9.0	6	1.2%
Other values (19)	32	6.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	14	2.8%
1.0	22	4.4%
1.5	1	0.2%
2.0	71	14.2%
3.0	107	21.4%
4.0	95	19.0%
5.0	42	8.4%
6.0	62	12.4%
7.0	19	3.8%
8.0	30	6.0%

Value	Count	Frequency (%)
50.0	1	0.2%
40.0	1	0.2%
39.0	1	0.2%
36.0	1	0.2%
30.0	2	0.4%
28.0	1	0.2%
25.0	1	0.2%
23.0	1	0.2%
21.0	1	0.2%
20.0	2	0.4%

도로길이(ROAD_LT)
Real number (ℝ)

Distinct	232
Distinct (%)	46.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	610.68396

Minimum	9
Maximum	57569
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	9
5-th percentile	15
Q1	31
median	62.5
Q3	158.75
95-th percentile	2902
Maximum	57569
Range	57560
Interquartile range (IQR)	127.75

Descriptive statistics

Standard deviation	3390.2595
Coefficient of variation (CV)	5.5515778
Kurtosis	178.31274
Mean	610.68396
Median Absolute Deviation (MAD)	40.5
Skewness	12.134878
Sum	305341.98
Variance	11493860
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
24.0	11	2.2%
26.0	10	2.0%
23.0	10	2.0%
12.0	8	1.6%
34.0	8	1.6%
16.0	8	1.6%
21.0	8	1.6%
38.0	7	1.4%
15.0	7	1.4%
18.0	7	1.4%
Other values (222)	416	83.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
9.0	2	0.4%
10.0	3	0.6%
10.594	1	0.2%
11.0	1	0.2%
12.0	8	1.6%
13.0	6	1.2%
14.0	3	0.6%
15.0	7	1.4%
16.0	8	1.6%
17.0	6	1.2%

Value	Count	Frequency (%)
57569.0	1	0.2%
28595.0	2	0.4%
11840.0	1	0.2%
11419.0	1	0.2%
10433.0	1	0.2%
9999.0	1	0.2%
9100.0	1	0.2%
7600.0	1	0.2%
6846.0	1	0.2%
5898.0	2	0.4%

도로위계기능구분(ROA_CLS_SE)
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

4	433
3	62
2	5

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
4	433	86.6%
3	62	12.4%
2	5	1.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
4	433	86.6%
3	62	12.4%
2	5	1.0%

시군구코드(SIG_CD)
Real number (ℝ)

Distinct	25
Distinct (%)	5.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11387.65

Minimum	11110
Maximum	11740
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	11110
5-th percentile	11110
Q1	11230
median	11350
Q3	11545
95-th percentile	11710
Maximum	11740
Range	630
Interquartile range (IQR)	315

Descriptive statistics

Standard deviation	181.0029
Coefficient of variation (CV)	0.015894667
Kurtosis	-1.0543656
Mean	11387.65
Median Absolute Deviation (MAD)	150
Skewness	0.28987582
Sum	5693825
Variance	32762.052
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=25)

Value	Count	Frequency (%)
11260	30	6.0%
11305	30	6.0%
11110	29	5.8%
11290	26	5.2%
11215	26	5.2%
11440	25	5.0%
11230	24	4.8%
11590	23	4.6%
11410	22	4.4%
11380	21	4.2%
Other values (15)	244	48.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
11110	29	5.8%
11140	21	4.2%
11170	15	3.0%
11200	17	3.4%
11215	26	5.2%
11230	24	4.8%
11260	30	6.0%
11290	26	5.2%
11305	30	6.0%
11320	20	4.0%

Value	Count	Frequency (%)
11740	13	2.6%
11710	17	3.4%
11680	16	3.2%
11650	12	2.4%
11620	18	3.6%
11590	23	4.6%
11560	16	3.2%
11545	13	2.6%
11530	21	4.2%
11500	20	4.0%

광역도로구분코드(WDR_RD_CD)
Categorical

IMBALANCE

Distinct	3
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	4.0 KiB

3	460
2	33
1	7

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
3	460	92.0%
2	33	6.6%
1	7	1.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	460	92.0%
2	33	6.6%
1	7	1.4%

MBR_X최소좌표(XMIN)
Real number (ℝ)

Distinct	490
Distinct (%)	98.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	311171.91

Minimum	295271
Maximum	325661
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	295271
5-th percentile	301283.65
Q1	305796.25
median	312436
Q3	315625.25
95-th percentile	320781.3
Maximum	325661
Range	30390
Interquartile range (IQR)	9829

Descriptive statistics

Standard deviation	6563.0084
Coefficient of variation (CV)	0.021091262
Kurtosis	-0.6504209
Mean	311171.91
Median Absolute Deviation (MAD)	5339
Skewness	-0.14926589
Sum	1.5558596 × 10⁸
Variance	43073079
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
303058	2	0.4%
313516	2	0.4%
312698	2	0.4%
305584	2	0.4%
314912	2	0.4%
305485	2	0.4%
309012	2	0.4%
313464	2	0.4%
307560	2	0.4%
308387	2	0.4%
Other values (480)	480	96.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
295271	1	0.2%
295327	1	0.2%
295368	1	0.2%
295762	1	0.2%
296183	1	0.2%
296365	1	0.2%
296450	1	0.2%
296576	1	0.2%
296863	1	0.2%
297102	1	0.2%

Value	Count	Frequency (%)
325661	1	0.2%
325574	1	0.2%
325488	1	0.2%
325182	1	0.2%
324312	1	0.2%
324066	1	0.2%
324007	1	0.2%
323736	1	0.2%
323731	1	0.2%
323685	1	0.2%

MBR_Y최소좌표(YMIN)
Real number (ℝ)

Distinct	494
Distinct (%)	98.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	550993.8

Minimum	537997
Maximum	565392
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	537997
5-th percentile	541838.3
Q1	546068
median	551147
Q3	555016.75
95-th percentile	560255.1
Maximum	565392
Range	27395
Interquartile range (IQR)	8948.75

Descriptive statistics

Standard deviation	5772.8648
Coefficient of variation (CV)	0.010477187
Kurtosis	-0.64137476
Mean	550993.8
Median Absolute Deviation (MAD)	4110
Skewness	0.012913539
Sum	2.754969 × 10⁸
Variance	33325968
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
550611	2	0.4%
554603	2	0.4%
550804	2	0.4%
544681	2	0.4%
555978	2	0.4%
555064	2	0.4%
542447	1	0.2%
542792	1	0.2%
552822	1	0.2%
548247	1	0.2%
Other values (484)	484	96.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
537997	1	0.2%
538934	1	0.2%
539086	1	0.2%
539124	1	0.2%
539126	1	0.2%
539155	1	0.2%
539271	1	0.2%
540006	1	0.2%
540052	1	0.2%
540062	1	0.2%

Value	Count	Frequency (%)
565392	1	0.2%
564976	1	0.2%
564475	1	0.2%
564385	1	0.2%
563861	1	0.2%
563340	1	0.2%
563173	1	0.2%
563029	1	0.2%
562708	1	0.2%
562599	1	0.2%

MBR_X최대좌표(XMAX)
Real number (ℝ)

Distinct	495
Distinct (%)	99.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	311096.23

Minimum	294982
Maximum	336337
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	294982
5-th percentile	299010.8
Q1	305039.75
median	311996
Q3	316718
95-th percentile	322075.45
Maximum	336337
Range	41355
Interquartile range (IQR)	11678.25

Descriptive statistics

Standard deviation	7235.4072
Coefficient of variation (CV)	0.023257778
Kurtosis	-0.6678526
Mean	311096.23
Median Absolute Deviation (MAD)	6043
Skewness	-0.035930926
Sum	1.5554812 × 10⁸
Variance	52351117
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
315996	2	0.4%
298335	2	0.4%
318749	2	0.4%
305285	2	0.4%
313770	2	0.4%
304085	1	0.2%
313325	1	0.2%
307272	1	0.2%
303358	1	0.2%
309052	1	0.2%
Other values (485)	485	97.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
294982	1	0.2%
295109	1	0.2%
295201	1	0.2%
295352	1	0.2%
295374	1	0.2%
295387	1	0.2%
295516	1	0.2%
295693	1	0.2%
295801	1	0.2%
296648	1	0.2%

Value	Count	Frequency (%)
336337	1	0.2%
325667	1	0.2%
325436	1	0.2%
325392	1	0.2%
325202	1	0.2%
325013	1	0.2%
324940	1	0.2%
324924	1	0.2%
324610	1	0.2%
324534	1	0.2%

MBR_Y최대좌표(YMAX)
Real number (ℝ)

Distinct	493
Distinct (%)	98.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	551182.29

Minimum	538517
Maximum	565822
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	538517
5-th percentile	542067.35
Q1	547508
median	551345
Q3	554968.75
95-th percentile	560007.05
Maximum	565822
Range	27305
Interquartile range (IQR)	7460.75

Descriptive statistics

Standard deviation	5542.5553
Coefficient of variation (CV)	0.010055757
Kurtosis	-0.44460293
Mean	551182.29
Median Absolute Deviation (MAD)	3693.5
Skewness	0.031282224
Sum	2.7559115 × 10⁸
Variance	30719919
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
549587	2	0.4%
554959	2	0.4%
547684	2	0.4%
551278	2	0.4%
548839	2	0.4%
550749	2	0.4%
552894	2	0.4%
549034	1	0.2%
547862	1	0.2%
551813	1	0.2%
Other values (483)	483	96.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
538517	1	0.2%
539282	1	0.2%
539514	1	0.2%
539630	1	0.2%
539875	1	0.2%
539971	1	0.2%
540830	1	0.2%
540902	1	0.2%
541010	1	0.2%
541078	1	0.2%

Value	Count	Frequency (%)
565822	1	0.2%
564790	1	0.2%
564516	1	0.2%
564068	1	0.2%
564067	1	0.2%
563981	1	0.2%
563829	1	0.2%
563781	1	0.2%
563679	1	0.2%
563550	1	0.2%

기준년월일(STD_YMD)
Unsupported

MISSING REJECTED UNSUPPORTED

Missing	500
Missing (%)	100.0%
Memory size	4.5 KiB

도로코드(ROAD_CD)
Real number (ℝ)

SKEWED

Distinct	490
Distinct (%)	98.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.1460727 × 10¹¹

Minimum	1.11103 × 10¹¹
Maximum	4.14503 × 10¹¹
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	4.5 KiB

Quantile statistics

Minimum	1.11103 × 10¹¹
5-th percentile	1.114041 × 10¹¹
Q1	1.1260412 × 10¹¹
median	1.1380311 × 10¹¹
Q3	1.1560415 × 10¹¹
95-th percentile	1.1710312 × 10¹¹
Maximum	4.14503 × 10¹¹
Range	3.034 × 10¹¹
Interquartile range (IQR)	3.000036 × 10⁹

Descriptive statistics

Standard deviation	1.3554393 × 10¹⁰
Coefficient of variation (CV)	0.11826818
Kurtosis	483.03412
Mean	1.1460727 × 10¹¹
Median Absolute Deviation (MAD)	1.5010372 × 10⁹
Skewness	21.790798
Sum	5.7303633 × 10¹³
Variance	1.8372156 × 10²⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
113054124517	2	0.4%
112003103001	2	0.4%
113203109008	2	0.4%
116203005083	2	0.4%
115453000027	2	0.4%
114103005057	2	0.4%
111104100471	2	0.4%
115003115012	2	0.4%
113203109001	2	0.4%
113204127052	2	0.4%
Other values (480)	480	96.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
111103000008	1	0.2%
111103005007	1	0.2%
111103100023	1	0.2%
111104100028	1	0.2%
111104100093	1	0.2%
111104100112	1	0.2%
111104100224	1	0.2%
111104100272	1	0.2%
111104100302	1	0.2%
111104100346	1	0.2%

Value	Count	Frequency (%)
414503000034	1	0.2%
117404172437	1	0.2%
117404172379	1	0.2%
117404172307	1	0.2%
117404172275	1	0.2%
117404172164	1	0.2%
117404172163	1	0.2%
117404172123	1	0.2%
117404172026	1	0.2%
117404172002	1	0.2%

Heatmap
Table

	기초간격(BSI_INT)	고시일자(NTFC_DE)	도로구간종속구분(RDS_DPN_SE)	도로구간일련번호(RDS_MAN_NO)	도로명코드(RN_CD)	도로폭(ROAD_BT)	도로길이(ROAD_LT)	도로위계기능구분(ROA_CLS_SE)	시군구코드(SIG_CD)	광역도로구분코드(WDR_RD_CD)	MBR_X최소좌표(XMIN)	MBR_Y최소좌표(YMIN)	MBR_X최대좌표(XMAX)	MBR_Y최대좌표(YMAX)	도로코드(ROAD_CD)
기초간격(BSI_INT)	1.000	0.000	0.139	0.000	0.000	0.221	0.000	0.000	0.139	0.000	0.000	0.075	0.124	0.000	0.000
고시일자(NTFC_DE)	0.000	1.000	0.000	0.000	0.000	0.000	0.000	0.000	0.094	0.000	0.000	0.000	0.000	0.000	0.781
도로구간종속구분(RDS_DPN_SE)	0.139	0.000	1.000	0.142	0.039	0.129	0.000	0.000	0.131	0.000	0.000	0.000	0.000	0.164	0.000
도로구간일련번호(RDS_MAN_NO)	0.000	0.000	0.142	1.000	0.000	0.000	0.355	0.237	0.181	0.000	0.197	0.147	0.057	0.000	0.026
도로명코드(RN_CD)	0.000	0.000	0.039	0.000	1.000	0.000	0.000	0.135	0.000	0.000	0.000	0.000	0.106	0.134	0.000
도로폭(ROAD_BT)	0.221	0.000	0.129	0.000	0.000	1.000	0.086	0.000	0.104	0.000	0.000	0.000	0.000	0.000	0.000
도로길이(ROAD_LT)	0.000	0.000	0.000	0.355	0.000	0.086	1.000	0.000	0.000	0.000	0.317	0.000	0.000	0.218	0.000
도로위계기능구분(ROA_CLS_SE)	0.000	0.000	0.000	0.237	0.135	0.000	0.000	1.000	0.252	0.000	0.204	0.000	0.167	0.000	0.000
시군구코드(SIG_CD)	0.139	0.094	0.131	0.181	0.000	0.104	0.000	0.252	1.000	0.029	0.000	0.000	0.126	0.179	0.030
광역도로구분코드(WDR_RD_CD)	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.029	1.000	0.000	0.102	0.000	0.071	0.000
MBR_X최소좌표(XMIN)	0.000	0.000	0.000	0.197	0.000	0.000	0.317	0.204	0.000	0.000	1.000	0.000	0.000	0.074	0.000
MBR_Y최소좌표(YMIN)	0.075	0.000	0.000	0.147	0.000	0.000	0.000	0.000	0.000	0.102	0.000	1.000	0.000	0.000	0.000
MBR_X최대좌표(XMAX)	0.124	0.000	0.000	0.057	0.106	0.000	0.000	0.167	0.126	0.000	0.000	0.000	1.000	0.070	0.000
MBR_Y최대좌표(YMAX)	0.000	0.000	0.164	0.000	0.134	0.000	0.218	0.000	0.179	0.071	0.074	0.000	0.070	1.000	0.000
도로코드(ROAD_CD)	0.000	0.781	0.000	0.026	0.000	0.000	0.000	0.000	0.030	0.000	0.000	0.000	0.000	0.000	1.000

Heatmap
Table

	광역도로구분코드(WDR_RD_CD)	도로구간종속구분(RDS_DPN_SE)	도로위계기능구분(ROA_CLS_SE)
광역도로구분코드(WDR_RD_CD)	1.000	0.000	0.000
도로구간종속구분(RDS_DPN_SE)	0.000	1.000	0.000
도로위계기능구분(ROA_CLS_SE)	0.000	0.000	1.000

Heatmap
Table

	기초간격(BSI_INT)	고시일자(NTFC_DE)	도로구간일련번호(RDS_MAN_NO)	도로명코드(RN_CD)	도로폭(ROAD_BT)	도로길이(ROAD_LT)	시군구코드(SIG_CD)	MBR_X최소좌표(XMIN)	MBR_Y최소좌표(YMIN)	MBR_X최대좌표(XMAX)	MBR_Y최대좌표(YMAX)	도로코드(ROAD_CD)	도로구간종속구분(RDS_DPN_SE)	도로위계기능구분(ROA_CLS_SE)	광역도로구분코드(WDR_RD_CD)
기초간격(BSI_INT)	1.000	-0.049	0.067	0.053	-0.173	0.016	0.063	-0.027	0.058	-0.000	0.013	-0.043	0.082	0.000	0.000
고시일자(NTFC_DE)	-0.049	1.000	0.032	0.006	-0.086	0.004	0.073	-0.007	-0.049	-0.040	-0.080	0.023	0.000	0.000	0.000
도로구간일련번호(RDS_MAN_NO)	0.067	0.032	1.000	0.006	0.035	0.014	0.019	-0.024	-0.054	-0.079	0.006	0.011	0.084	0.144	0.000
도로명코드(RN_CD)	0.053	0.006	0.006	1.000	-0.021	-0.023	-0.044	-0.083	0.046	0.014	0.083	-0.063	0.032	0.116	0.000
도로폭(ROAD_BT)	-0.173	-0.086	0.035	-0.021	1.000	-0.013	0.012	0.063	-0.017	0.030	-0.018	-0.023	0.058	0.000	0.000
도로길이(ROAD_LT)	0.016	0.004	0.014	-0.023	-0.013	1.000	-0.025	0.012	0.059	-0.020	-0.033	-0.014	0.000	0.000	0.000
시군구코드(SIG_CD)	0.063	0.073	0.019	-0.044	0.012	-0.025	1.000	0.005	0.053	0.007	-0.064	0.012	0.070	0.160	0.038
MBR_X최소좌표(XMIN)	-0.027	-0.007	-0.024	-0.083	0.063	0.012	0.005	1.000	0.024	-0.027	-0.025	0.037	0.000	0.120	0.000
MBR_Y최소좌표(YMIN)	0.058	-0.049	-0.054	0.046	-0.017	0.059	0.053	0.024	1.000	-0.070	0.024	0.015	0.000	0.000	0.055
MBR_X최대좌표(XMAX)	-0.000	-0.040	-0.079	0.014	0.030	-0.020	0.007	-0.027	-0.070	1.000	0.037	0.021	0.000	0.074	0.000
MBR_Y최대좌표(YMAX)	0.013	-0.080	0.006	0.083	-0.018	-0.033	-0.064	-0.025	0.024	0.037	1.000	0.050	0.093	0.000	0.035
도로코드(ROAD_CD)	-0.043	0.023	0.011	-0.063	-0.023	-0.014	0.012	0.037	0.015	0.021	0.050	1.000	0.000	0.000	0.000
도로구간종속구분(RDS_DPN_SE)	0.082	0.000	0.084	0.032	0.058	0.000	0.070	0.000	0.000	0.000	0.093	0.000	1.000	0.000	0.000
도로위계기능구분(ROA_CLS_SE)	0.000	0.000	0.144	0.116	0.000	0.000	0.160	0.120	0.000	0.074	0.000	0.000	0.000	1.000	0.000
광역도로구분코드(WDR_RD_CD)	0.000	0.000	0.000	0.000	0.000	0.000	0.038	0.000	0.055	0.000	0.035	0.000	0.000	0.000	1.000

Count
Matrix

A simple visualization of nullity by column.

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

First rows
Last rows

	기초간격(BSI_INT)	영문도로명(ENG_RN)	고시일자(NTFC_DE)	종점(REP_CN)	도로구간종속구분(RDS_DPN_SE)	도로구간일련번호(RDS_MAN_NO)	기점(RBP_CN)	도로명(RN)	도로명코드(RN_CD)	도로폭(ROAD_BT)	도로길이(ROAD_LT)	도로위계기능구분(ROA_CLS_SE)	시군구코드(SIG_CD)	광역도로구분코드(WDR_RD_CD)	MBR_X최소좌표(XMIN)	MBR_Y최소좌표(YMIN)	MBR_X최대좌표(XMAX)	MBR_Y최대좌표(YMAX)	기준년월일(STD_YMD)	도로코드(ROAD_CD)
0	8	Insubong-ro 57-gil	20100610	숭인동 1251	2	2126	미아동 791-1051	신촌로24안길	3112015	5.0	44.0	4	11350	3	318800	552408	296648	554184	<NA>	114404139537
1	20	Gukhoe-daero	20100610	진관동 128-28	2	927	중화동248-66	사당로14다길	3005029	2.0	41.0	4	11230	3	305826	542937	305230	541377	<NA>	116203005083
2	10	Musumak 5ga-gil	20100603	장위동 68-1019대	1	247	체부동 98-1	구로동로35가길	4100312	4.0	12.0	4	11230	3	312974	546322	316751	549601	<NA>	115004145369
3	10	Dongmak-ro 12-gil	20100610	수유동 279-326	0	87	영등포동4가 103	긴고랑로9길	4124630	2.0	12.0	4	11380	3	307965	554022	310425	539971	<NA>	114404139353
4	10	Mapo-daero 14-gil	20111031	화곡동 1051-2대	1	491	면목동137-3	토정로	4127323	3.0	33.0	4	11440	3	296863	553895	304172	547041	<NA>	116204160666
5	10	Cheongpa-ro 43da-gil	20100603	소격동 5-1	1	1945	청파동1가 89-65대	효령로31길	4124067	4.0	122.0	4	11170	3	317536	554603	306999	548272	<NA>	116204160461
6	10	Bongujae-ro 64-gil	20100610	거여동 130-20대	1	739	공릉동 240-38	조정대로31번길	4121779	3.0	479.0	4	11620	3	308878	554603	323517	541151	<NA>	115454151198
7	11	Galhyeon-ro 11ga-gil	20100610	자양동 249-5	1	2371	개화동 산70-1임	동광로46길	4157495	3.0	124.0	4	11380	3	313227	548824	314912	552150	<NA>	113504130341
8	11	Supyo-ro 28-gil	20100610	신사동 270-47	1	2569	대림동 972-7	디지털로64길	4118279	3.0	68.0	4	11530	3	318339	559350	318067	556566	<NA>	114103005057
9	11	Yonsei-ro	20100531	길음동 1171대	1	884	행당동3-3	역말로9가길	3005001	1.0	20.0	4	11110	3	301583	545400	301523	553024	<NA>	112904121135

	기초간격(BSI_INT)	영문도로명(ENG_RN)	고시일자(NTFC_DE)	종점(REP_CN)	도로구간종속구분(RDS_DPN_SE)	도로구간일련번호(RDS_MAN_NO)	기점(RBP_CN)	도로명(RN)	도로명코드(RN_CD)	도로폭(ROAD_BT)	도로길이(ROAD_LT)	도로위계기능구분(ROA_CLS_SE)	시군구코드(SIG_CD)	광역도로구분코드(WDR_RD_CD)	MBR_X최소좌표(XMIN)	MBR_Y최소좌표(YMIN)	MBR_X최대좌표(XMAX)	MBR_Y최대좌표(YMAX)	기준년월일(STD_YMD)	도로코드(ROAD_CD)
490	10	Tongil-ro 12ga-gil	20100610	광희동1가 65-3대	0	1314	연건동 1-3	도림로141다길	4115312	1.0	126.0	4	11650	3	305837	550185	297348	551097	<NA>	111403005006
491	11	Bongujae-ro 22-gil	20100531	우면동 21	1	1672	암사동 595잡	거북골로12길	4160403	19.0	64.0	4	11740	3	305237	551364	305345	563001	<NA>	112904121187
492	12	Seonyu-ro 40-gil	20100528	역삼동 814-6	1	1639	미아동 55-72	한천로36길	4133096	3.0	48.0	4	11350	3	305776	555064	319972	550227	<NA>	111704106554
493	10	Sangdo-ro 15sa-gil	20100422	구로동 26-2대	1	881	독산동 198-34	문성로32길	4157384	6.0	59.0	4	11740	3	297811	553450	314246	561164	<NA>	112304115408
494	9	Deongneung-ro	20140224	쌍문동 443-14대	1	976	면목동172-85	방화동로12가길	3104008	8.0	12.0	4	11590	3	313076	551703	303153	554938	<NA>	114404139479
495	10	Gwangpyeong-ro 19-gil	20100630	홍제동 6-69	1	1023	하왕십리동984-183	우사단로2가길	4145195	5.0	17.0	4	11290	3	313014	540052	308501	543557	<NA>	112604118280
496	11	Saemal-ro 17-gil	20100527	신길동 146-44	1	562	홍은동 356-31	한강대로80길	4148036	3.0	16.0	4	11140	3	303058	543269	310967	554870	<NA>	112904121237
497	10	Deongneung-ro 83-gil	20100531	홍익동352	1	1262	동소문동5가 6대	신길로60마길	4148228	8.0	382.0	3	11740	3	316994	549797	323413	554944	<NA>	115304148113
498	10	Dangsan-ro 54-gil	20100610	대림동 991-19	1	200	개봉동 132-6대	국사봉길	4124404	6.0	56.0	4	11530	3	315510	554305	299370	550777	<NA>	117403124002
499	10	Deongneung-ro	20100610	화곡동 29-57대	1	622	천호동 537대	종로43길	4148452	2.0	482.0	4	11170	3	313817	544834	315281	550889	<NA>	113504130180

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Decimal Number

Dash Punctuation

Space Separator

Other Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Control

Space Separator

Dash Punctuation

Other Punctuation

Open Punctuation

Close Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

Hangul

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Space Separator

Dash Punctuation

Open Punctuation

Close Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

Hangul

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Decimal Number

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

Hangul

ASCII

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Interactions

Correlations

Missing values

Sample