gimi9 Pandas Profiling

Dataset statistics

Number of variables	15
Number of observations	1141
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	142.8 KiB
Average record size in memory	128.1 B

Variable types

Numeric	8
Categorical	5
Text	1
DateTime	1

Dataset

Description	제주특별자치도에서 제공하는어린이보호구역 내 미끄럼방지시설 관련 도로명, 폭(m), 연장(m), 도로차로수, 보차분리여부 등 정보 입니다.
Author	제주특별자치도
URL	https://www.data.go.kr/data/15075791/fileData.do

Alerts

`시도명` has constant value ""	Constant
`관리기관전화번호` has constant value ""	Constant
`데이터기준일자` has constant value ""	Constant
`시군구명` is highly overall correlated with `관리번호` and 4 other fields	High correlation
`관리기관명` is highly overall correlated with `관리번호` and 4 other fields	High correlation
`관리번호` is highly overall correlated with `시작점위도` and 4 other fields	High correlation
`시작점위도` is highly overall correlated with `관리번호` and 4 other fields	High correlation
`시작점경도` is highly overall correlated with `종료점경도`	High correlation
`종료점위도` is highly overall correlated with `관리번호` and 4 other fields	High correlation
`종료점경도` is highly overall correlated with `시작점경도`	High correlation
`보차분리여부` is highly overall correlated with `관리번호` and 4 other fields	High correlation
`관리번호` has unique values	Unique

Reproduction

Analysis started	2023-12-12 09:24:29.764000
Analysis finished	2023-12-12 09:24:39.323499
Duration	9.56 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

관리번호
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	1141
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	571

Minimum	1
Maximum	1141
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.2 KiB

Quantile statistics

Minimum	1
5-th percentile	58
Q1	286
median	571
Q3	856
95-th percentile	1084
Maximum	1141
Range	1140
Interquartile range (IQR)	570

Descriptive statistics

Standard deviation	329.52263
Coefficient of variation (CV)	0.57709743
Kurtosis	-1.2
Mean	571
Median Absolute Deviation (MAD)	285
Skewness	0
Sum	651511
Variance	108585.17
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	0.1%
760	1	0.1%
766	1	0.1%
765	1	0.1%
764	1	0.1%
763	1	0.1%
762	1	0.1%
761	1	0.1%
759	1	0.1%
768	1	0.1%
Other values (1131)	1131	99.1%

Minimum 10 values
Maximum 10 values

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

Value	Count	Frequency (%)
1141	1	0.1%
1140	1	0.1%
1139	1	0.1%
1138	1	0.1%
1137	1	0.1%
1136	1	0.1%
1135	1	0.1%
1134	1	0.1%
1133	1	0.1%
1132	1	0.1%

시도명
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.0 KiB

제주특별자치도	1141

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
제주특별자치도	1141	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
제주특별자치도	1141	100.0%

시군구명
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.0 KiB

제주시	639
서귀포시	502

Length

Max length	4
Median length	3
Mean length	3.4399649
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
제주시	639	56.0%
서귀포시	502	44.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
제주시	639	56.0%
서귀포시	502	44.0%

도로명
Text

Distinct	429
Distinct (%)	37.6%
Missing	0
Missing (%)	0.0%
Memory size	9.0 KiB

Length

Max length	16
Median length	12
Mean length	6.0096407
Min length	3

Characters and Unicode

Total characters	6857
Distinct characters	171
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	191 ?
Unique (%)	16.7%

Sample

1st row	수덕3길
2nd row	정존11길
3rd row	수덕3길
4th row	정존11길
5th row	수덕1길

Value	Count	Frequency (%)
일주동로	40	2.4%
태위로	32	1.9%
한림로	24	1.5%
중산간서로	22	1.3%
중산간동로	22	1.3%
효돈로	22	1.3%
월평하원로	20	1.2%
고성오조로	19	1.2%
신례로	19	1.2%
시흥상동로	17	1.0%
Other values (432)	1406	85.6%

Most occurring characters

Value	Count	Frequency (%)
로	1002	14.6%
	502	7.3%
길	404	5.9%
1	366	5.3%
2	303	4.4%
동	203	3.0%
6	187	2.7%
5	167	2.4%
7	153	2.2%
4	144	2.1%
Other values (161)	3426	50.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	4473	65.2%
Decimal Number	1820	26.5%
Space Separator	502	7.3%
Dash Punctuation	62	0.9%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
로	1002	22.4%
길	404	9.0%
동	203	4.5%
신	115	2.6%
번	112	2.5%
서	102	2.3%
성	101	2.3%
중	99	2.2%
산	91	2.0%
하	79	1.8%
Other values (149)	2165	48.4%

Decimal Number

Value	Count	Frequency (%)
1	366	20.1%
2	303	16.6%
6	187	10.3%
5	167	9.2%
7	153	8.4%
4	144	7.9%
3	135	7.4%
8	130	7.1%
9	118	6.5%
0	117	6.4%

Space Separator

Value	Count	Frequency (%)
	502	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	62	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	4473	65.2%
Common	2384	34.8%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
로	1002	22.4%
길	404	9.0%
동	203	4.5%
신	115	2.6%
번	112	2.5%
서	102	2.3%
성	101	2.3%
중	99	2.2%
산	91	2.0%
하	79	1.8%
Other values (149)	2165	48.4%

Common

Value	Count	Frequency (%)
	502	21.1%
1	366	15.4%
2	303	12.7%
6	187	7.8%
5	167	7.0%
7	153	6.4%
4	144	6.0%
3	135	5.7%
8	130	5.5%
9	118	4.9%
Other values (2)	179	7.5%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	4473	65.2%
ASCII	2384	34.8%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
로	1002	22.4%
길	404	9.0%
동	203	4.5%
신	115	2.6%
번	112	2.5%
서	102	2.3%
성	101	2.3%
중	99	2.2%
산	91	2.0%
하	79	1.8%
Other values (149)	2165	48.4%

ASCII

Value	Count	Frequency (%)
	502	21.1%
1	366	15.4%
2	303	12.7%
6	187	7.8%
5	167	7.0%
7	153	6.4%
4	144	6.0%
3	135	5.7%
8	130	5.5%
9	118	4.9%
Other values (2)	179	7.5%

폭
Real number (ℝ)

Distinct	474
Distinct (%)	41.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.7858896

Minimum	1.8
Maximum	80.1
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.2 KiB

Quantile statistics

Minimum	1.8
5-th percentile	3.3
Q1	4.71
median	6.51
Q3	8.1
95-th percentile	10.75
Maximum	80.1
Range	78.3
Interquartile range (IQR)	3.39

Descriptive statistics

Standard deviation	3.6118162
Coefficient of variation (CV)	0.5322539
Kurtosis	161.41856
Mean	6.7858896
Median Absolute Deviation (MAD)	1.61
Skewness	9.1800013
Sum	7742.7
Variance	13.045216
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4.0	22	1.9%
3.9	20	1.8%
6.5	19	1.7%
4.5	17	1.5%
6.0	15	1.3%
3.8	14	1.2%
4.1	14	1.2%
7.5	14	1.2%
3.3	14	1.2%
5.9	12	1.1%
Other values (464)	980	85.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.8	1	0.1%
2.1	3	0.3%
2.3	1	0.1%
2.4	8	0.7%
2.49	1	0.1%
2.5	2	0.2%
2.6	2	0.2%
2.66	2	0.2%
2.7	1	0.1%
2.8	2	0.2%

Value	Count	Frequency (%)
80.1	1	0.1%
37.4	3	0.3%
22.4	1	0.1%
18.3	1	0.1%
16.1	1	0.1%
15.98	2	0.2%
15.78	1	0.1%
15.5	1	0.1%
14.25	1	0.1%
14.22	1	0.1%

연장
Real number (ℝ)

Distinct	768
Distinct (%)	67.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	33.579295

Minimum	2.15
Maximum	345.7
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.2 KiB

Quantile statistics

Minimum	2.15
5-th percentile	4.97
Q1	14.42
median	24
Q3	40.72
95-th percentile	95.43
Maximum	345.7
Range	343.55
Interquartile range (IQR)	26.3

Descriptive statistics

Standard deviation	32.99136
Coefficient of variation (CV)	0.98249113
Kurtosis	17.084038
Mean	33.579295
Median Absolute Deviation (MAD)	12
Skewness	3.222676
Sum	38313.976
Variance	1088.4298
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
17.1	23	2.0%
17.0	20	1.8%
12.0	17	1.5%
16.0	15	1.3%
4.0	12	1.1%
21.0	11	1.0%
28.0	11	1.0%
13.0	10	0.9%
9.0	9	0.8%
5.0	9	0.8%
Other values (758)	1004	88.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2.15	1	0.1%
2.38	1	0.1%
2.39	1	0.1%
2.4	2	0.2%
2.66	1	0.1%
3.0	2	0.2%
3.1	2	0.2%
3.2	1	0.1%
3.5	1	0.1%
3.6	7	0.6%

Value	Count	Frequency (%)
345.7	1	0.1%
275.3	1	0.1%
271.25	1	0.1%
261.87	1	0.1%
223.26	1	0.1%
221.1	1	0.1%
194.48	1	0.1%
178.4	2	0.2%
176.6	1	0.1%
173.66	1	0.1%

도로차로수
Real number (ℝ)

Distinct	6
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.115688

Minimum	1
Maximum	6
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.2 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	2
median	2
Q3	2
95-th percentile	4
Maximum	6
Range	5
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	1.0599277
Coefficient of variation (CV)	0.50098487
Kurtosis	2.8239518
Mean	2.115688
Median Absolute Deviation (MAD)	0
Skewness	1.6233024
Sum	2414
Variance	1.1234467
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=6)

Value	Count	Frequency (%)
2	693	60.7%
1	271	23.8%
4	125	11.0%
6	23	2.0%
5	16	1.4%
3	13	1.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	271	23.8%
2	693	60.7%
3	13	1.1%
4	125	11.0%
5	16	1.4%
6	23	2.0%

Value	Count	Frequency (%)
6	23	2.0%
5	16	1.4%
4	125	11.0%
3	13	1.1%
2	693	60.7%
1	271	23.8%

보차분리여부
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.0 KiB

미분리	753
분리	388

Length

Max length	3
Median length	3
Mean length	2.6599474
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
미분리	753	66.0%
분리	388	34.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
미분리	753	66.0%
분리	388	34.0%

시작점위도
Real number (ℝ)

HIGH CORRELATION

Distinct	1015
Distinct (%)	89.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	33.395977

Minimum	33.223798
Maximum	33.555066
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.2 KiB

Quantile statistics

Minimum	33.223798
5-th percentile	33.243348
Q1	33.27356
median	33.447233
Q3	33.492126
95-th percentile	33.53318
Maximum	33.555066
Range	0.331268
Interquartile range (IQR)	0.218566

Descriptive statistics

Standard deviation	0.10881749
Coefficient of variation (CV)	0.0032584012
Kurtosis	-1.6056208
Mean	33.395977
Median Absolute Deviation (MAD)	0.0674
Skewness	-0.25906498
Sum	38104.81
Variance	0.011841247
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
33.476606	7	0.6%
33.480861	5	0.4%
33.263829	5	0.4%
33.263595	5	0.4%
33.273391	4	0.4%
33.284851	4	0.4%
33.28396	4	0.4%
33.283091	4	0.4%
33.252302	4	0.4%
33.263567	4	0.4%
Other values (1005)	1095	96.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
33.223798	1	0.1%
33.223865	1	0.1%
33.223884	1	0.1%
33.224165	1	0.1%
33.224271	2	0.2%
33.224772	1	0.1%
33.225228	1	0.1%
33.22559	1	0.1%
33.225592	1	0.1%
33.225623	1	0.1%

Value	Count	Frequency (%)
33.555066	1	0.1%
33.555042	1	0.1%
33.554996	1	0.1%
33.554885	1	0.1%
33.554851	1	0.1%
33.554769	1	0.1%
33.55462	1	0.1%
33.554473	1	0.1%
33.554438	1	0.1%
33.553334	1	0.1%

시작점경도
Real number (ℝ)

HIGH CORRELATION

Distinct	1022
Distinct (%)	89.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	126.53646

Minimum	126.17625
Maximum	126.91525
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.2 KiB

Quantile statistics

Minimum	126.17625
5-th percentile	126.2554
Q1	126.43337
median	126.52919
Q3	126.63251
95-th percentile	126.88719
Maximum	126.91525
Range	0.739006
Interquartile range (IQR)	0.199141

Descriptive statistics

Standard deviation	0.18256582
Coefficient of variation (CV)	0.0014427922
Kurtosis	-0.47451351
Mean	126.53646
Median Absolute Deviation (MAD)	0.10332
Skewness	0.24765122
Sum	144378.1
Variance	0.033330278
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
126.895889	7	0.6%
126.61697	5	0.4%
126.896978	5	0.4%
126.632507	4	0.4%
126.613967	4	0.4%
126.617604	4	0.4%
126.632396	4	0.4%
126.653742	4	0.4%
126.633506	4	0.4%
126.799517	3	0.3%
Other values (1012)	1097	96.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
126.176247	1	0.1%
126.176908	1	0.1%
126.177002	1	0.1%
126.178011	1	0.1%
126.178045	1	0.1%
126.178133	1	0.1%
126.178266	1	0.1%
126.178296	1	0.1%
126.182546	1	0.1%
126.182554	1	0.1%

Value	Count	Frequency (%)
126.915253	1	0.1%
126.914885	3	0.3%
126.914822	3	0.3%
126.914793	3	0.3%
126.914745	1	0.1%
126.914736	1	0.1%
126.914428	3	0.3%
126.913633	1	0.1%
126.91352	1	0.1%
126.913476	1	0.1%

종료점위도
Real number (ℝ)

HIGH CORRELATION

Distinct	1016
Distinct (%)	89.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	33.396021

Minimum	33.223916
Maximum	33.555229
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.2 KiB

Quantile statistics

Minimum	33.223916
5-th percentile	33.243433
Q1	33.273631
median	33.447298
Q3	33.492012
95-th percentile	33.533246
Maximum	33.555229
Range	0.331313
Interquartile range (IQR)	0.218381

Descriptive statistics

Standard deviation	0.10875701
Coefficient of variation (CV)	0.0032565859
Kurtosis	-1.6052223
Mean	33.396021
Median Absolute Deviation (MAD)	0.067294
Skewness	-0.25924773
Sum	38104.86
Variance	0.011828088
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
33.476701	7	0.6%
33.480922	5	0.4%
33.263668	5	0.4%
33.284989	4	0.4%
33.284146	4	0.4%
33.273463	4	0.4%
33.2639	4	0.4%
33.263642	4	0.4%
33.283154	4	0.4%
33.26364	3	0.3%
Other values (1006)	1097	96.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
33.223916	1	0.1%
33.223975	1	0.1%
33.224011	1	0.1%
33.22427	1	0.1%
33.224375	1	0.1%
33.224395	1	0.1%
33.224892	1	0.1%
33.225289	1	0.1%
33.225742	1	0.1%
33.225785	2	0.2%

Value	Count	Frequency (%)
33.555229	1	0.1%
33.555126	1	0.1%
33.555102	1	0.1%
33.554988	1	0.1%
33.554856	1	0.1%
33.554836	1	0.1%
33.554741	1	0.1%
33.554606	1	0.1%
33.55429	1	0.1%
33.55342	1	0.1%

종료점경도
Real number (ℝ)

HIGH CORRELATION

Distinct	1022
Distinct (%)	89.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	126.53681

Minimum	126.17665
Maximum	126.9155
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	10.2 KiB

Quantile statistics

Minimum	126.17665
5-th percentile	126.25633
Q1	126.43358
median	126.52912
Q3	126.63301
95-th percentile	126.88773
Maximum	126.9155
Range	0.738852
Interquartile range (IQR)	0.199433

Descriptive statistics

Standard deviation	0.18266266
Coefficient of variation (CV)	0.0014435535
Kurtosis	-0.47416626
Mean	126.53681
Median Absolute Deviation (MAD)	0.103874
Skewness	0.24939257
Sum	144378.5
Variance	0.033365646
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
126.896947	7	0.6%
126.897905	5	0.4%
126.617337	5	0.4%
126.614263	4	0.4%
126.634109	4	0.4%
126.654268	4	0.4%
126.633092	4	0.4%
126.618438	4	0.4%
126.632997	4	0.4%
126.55653	3	0.3%
Other values (1012)	1097	96.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
126.176646	1	0.1%
126.176957	1	0.1%
126.17784	1	0.1%
126.178091	1	0.1%
126.178128	2	0.2%
126.178223	1	0.1%
126.179346	1	0.1%
126.182536	1	0.1%
126.182603	1	0.1%
126.182648	1	0.1%

Value	Count	Frequency (%)
126.915498	1	0.1%
126.91537	3	0.3%
126.915353	1	0.1%
126.915291	1	0.1%
126.915252	3	0.3%
126.915244	3	0.3%
126.915171	3	0.3%
126.914107	1	0.1%
126.913805	1	0.1%
126.91365	1	0.1%

관리기관명
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	9.0 KiB

제주시	639
서귀포시	502

Length

Max length	4
Median length	3
Mean length	3.4399649
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
제주시	639	56.0%
서귀포시	502	44.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
제주시	639	56.0%
서귀포시	502	44.0%

관리기관전화번호
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.0 KiB

064-120	1141

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	064-120
2nd row	064-120
3rd row	064-120
4th row	064-120
5th row	064-120

Common Values

Value	Count	Frequency (%)
064-120	1141	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
064-120	1141	100.0%

데이터기준일자
Date

CONSTANT

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	9.0 KiB

Minimum	2020-12-31 00:00:00
Maximum	2020-12-31 00:00:00

Histogram

Histogram with fixed size bins (bins=1)

Heatmap
Table

	관리번호	시군구명	폭	연장	도로차로수	보차분리여부	시작점위도	시작점경도	종료점위도	종료점경도	관리기관명
관리번호	1.000	0.997	0.252	0.182	0.391	0.840	0.853	0.755	0.853	0.755	0.997
시군구명	0.997	1.000	0.053	0.148	0.323	0.839	0.977	0.559	0.977	0.559	1.000
폭	0.252	0.053	1.000	0.128	0.185	0.043	0.326	0.379	0.326	0.380	0.053
연장	0.182	0.148	0.128	1.000	0.313	0.144	0.271	0.162	0.274	0.156	0.148
도로차로수	0.391	0.323	0.185	0.313	1.000	0.407	0.410	0.386	0.409	0.386	0.323
보차분리여부	0.840	0.839	0.043	0.144	0.407	1.000	0.795	0.381	0.792	0.382	0.839
시작점위도	0.853	0.977	0.326	0.271	0.410	0.795	1.000	0.843	1.000	0.843	0.977
시작점경도	0.755	0.559	0.379	0.162	0.386	0.381	0.843	1.000	0.843	1.000	0.559
종료점위도	0.853	0.977	0.326	0.274	0.409	0.792	1.000	0.843	1.000	0.843	0.977
종료점경도	0.755	0.559	0.380	0.156	0.386	0.382	0.843	1.000	0.843	1.000	0.559
관리기관명	0.997	1.000	0.053	0.148	0.323	0.839	0.977	0.559	0.977	0.559	1.000

Heatmap
Table

	보차분리여부	시군구명	관리기관명
보차분리여부	1.000	0.634	0.634
시군구명	0.634	1.000	0.998
관리기관명	0.634	0.998	1.000

Heatmap
Table

	관리번호	폭	연장	도로차로수	시작점위도	시작점경도	종료점위도	종료점경도	시군구명	보차분리여부	관리기관명
관리번호	1.000	-0.197	-0.132	-0.125	-0.566	0.385	-0.565	0.387	0.946	0.670	0.946
폭	-0.197	1.000	0.033	0.283	0.252	0.062	0.253	0.061	0.066	0.048	0.066
연장	-0.132	0.033	1.000	0.128	0.190	0.053	0.189	0.057	0.148	0.144	0.148
도로차로수	-0.125	0.283	0.128	1.000	-0.024	-0.017	-0.025	-0.016	0.232	0.292	0.232
시작점위도	-0.566	0.252	0.190	-0.024	1.000	0.180	1.000	0.179	0.866	0.627	0.866
시작점경도	0.385	0.062	0.053	-0.017	0.180	1.000	0.181	1.000	0.430	0.292	0.430
종료점위도	-0.565	0.253	0.189	-0.025	1.000	0.181	1.000	0.179	0.866	0.625	0.866
종료점경도	0.387	0.061	0.057	-0.016	0.179	1.000	0.179	1.000	0.430	0.292	0.430
시군구명	0.946	0.066	0.148	0.232	0.866	0.430	0.866	0.430	1.000	0.634	0.998
보차분리여부	0.670	0.048	0.144	0.292	0.627	0.292	0.625	0.292	0.634	1.000	0.634
관리기관명	0.946	0.066	0.148	0.232	0.866	0.430	0.866	0.430	0.998	0.634	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

	관리번호	시도명	시군구명	도로명	폭	연장	도로차로수	보차분리여부	시작점위도	시작점경도	종료점위도	종료점경도	관리기관명	관리기관전화번호	데이터기준일자
0	1	제주특별자치도	제주시	수덕3길	5.98	50.02	2	분리	33.485189	126.475737	33.48483	126.475403	제주시	064-120	2020-12-31
1	2	제주특별자치도	제주시	정존11길	9.68	28.51	2	분리	33.485361	126.475696	33.485604	126.475563	제주시	064-120	2020-12-31
2	3	제주특별자치도	제주시	수덕3길	6.89	52.97	2	미분리	33.485608	126.476261	33.485894	126.476726	제주시	064-120	2020-12-31
3	4	제주특별자치도	제주시	정존11길	10.03	32.39	2	분리	33.485234	126.476558	33.485381	126.476243	제주시	064-120	2020-12-31
4	5	제주특별자치도	제주시	수덕1길	8.07	53.33	2	미분리	33.485237	126.476701	33.485512	126.477166	제주시	064-120	2020-12-31
5	6	제주특별자치도	제주시	정존11길	10.09	30.41	2	분리	33.484806	126.476899	33.485065	126.476751	제주시	064-120	2020-12-31
6	7	제주특별자치도	제주시	노형로	9.35	38.07	6	분리	33.484892	126.477326	33.485024	126.47772	제주시	064-120	2020-12-31
7	8	제주특별자치도	제주시	노형로	7.57	40.01	6	분리	33.484252	126.476642	33.484457	126.477008	제주시	064-120	2020-12-31
8	9	제주특별자치도	제주시	정존9길	10.26	136.42	6	분리	33.483724	126.475814	33.484507	126.476938	제주시	064-120	2020-12-31
9	10	제주특별자치도	제주시	노형로	9.04	35.76	6	분리	33.48296	126.475078	33.483138	126.475414	제주시	064-120	2020-12-31

	관리번호	시도명	시군구명	도로명	폭	연장	도로차로수	보차분리여부	시작점위도	시작점경도	종료점위도	종료점경도	관리기관명	관리기관전화번호	데이터기준일자
1131	1132	제주특별자치도	서귀포시	고성오조로 65	11.3	43.8	2	미분리	33.449452	126.914428	33.449656	126.91537	서귀포시	064-120	2020-12-31
1132	1133	제주특별자치도	서귀포시	고성오조로 60	10.6	16.2	2	미분리	33.448809	126.914822	33.449001	126.915171	서귀포시	064-120	2020-12-31
1133	1134	제주특별자치도	서귀포시	고성오조로 60	10.6	16.2	2	미분리	33.448809	126.914822	33.449001	126.915171	서귀포시	064-120	2020-12-31
1134	1135	제주특별자치도	서귀포시	고성오조로 60	10.6	16.2	2	미분리	33.448809	126.914822	33.449001	126.915171	서귀포시	064-120	2020-12-31
1135	1136	제주특별자치도	서귀포시	일주동로 5099	14.1	148.0	4	미분리	33.3815	126.875088	33.381758	126.878268	서귀포시	064-120	2020-12-31
1136	1137	제주특별자치도	서귀포시	일주동로 5099	14.1	148.0	4	미분리	33.3815	126.875088	33.381758	126.878268	서귀포시	064-120	2020-12-31
1137	1138	제주특별자치도	서귀포시	일주동로 5099	14.1	148.0	4	미분리	33.3815	126.875088	33.381758	126.878268	서귀포시	064-120	2020-12-31
1138	1139	제주특별자치도	서귀포시	환해장성로111번길 21-10	14.1	84.0	4	미분리	33.381756	126.875991	33.382012	126.877796	서귀포시	064-120	2020-12-31
1139	1140	제주특별자치도	서귀포시	환해장성로111번길 21-10	14.1	84.0	4	미분리	33.381756	126.875991	33.382012	126.877796	서귀포시	064-120	2020-12-31
1140	1141	제주특별자치도	서귀포시	환해장성로111번길 21-10	14.1	84.0	4	미분리	33.381756	126.875991	33.382012	126.877796	서귀포시	064-120	2020-12-31

Overview

Variables

Common Values

Length

Common Values (Plot)

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

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)

Common Values

Length

Common Values (Plot)

Interactions

Correlations

Missing values

Sample