Overview

Dataset statistics

Number of variables18
Number of observations10000
Missing cells723
Missing cells (%)0.4%
Duplicate rows19
Duplicate rows (%)0.2%
Total size in memory1.5 MiB
Average record size in memory155.0 B

Variable types

Text3
Numeric2
Categorical13

Dataset

Description수원도시공사 내 견인거주자사업소에서 보유중인 거주자우선주차에 대한 데이터로 주차구역, 위치, 관리기관, 사용기간, 이용요금 의 항목을 제공합니다.
Author수원도시공사
URLhttps://www.data.go.kr/data/3084454/fileData.do

Alerts

사용기간 has constant value ""Constant
이용요금결제방법 has constant value ""Constant
이용요금환불안내정보 has constant value ""Constant
정기접수시작일자 has constant value ""Constant
정기접수종료일자 has constant value ""Constant
신청방법 has constant value ""Constant
신청서류 has constant value ""Constant
관리기관전화번호 has constant value ""Constant
관리기관명 has constant value ""Constant
데이터기준일자 has constant value ""Constant
Dataset has 19 (0.2%) duplicate rowsDuplicates
사용시간대정보 is highly overall correlated with 운영형태 and 1 other fieldsHigh correlation
운영형태 is highly overall correlated with 사용시간대정보 and 1 other fieldsHigh correlation
이용요금 is highly overall correlated with 운영형태 and 1 other fieldsHigh correlation
운영형태 is highly imbalanced (50.0%)Imbalance
사용시간대정보 is highly imbalanced (50.0%)Imbalance
이용요금 is highly imbalanced (50.0%)Imbalance
소재지지번주소 has 543 (5.4%) missing valuesMissing
거주자우선주차구획위도 has 1667 (16.7%) zerosZeros
거주자우선주차구획경도 has 1667 (16.7%) zerosZeros

Reproduction

Analysis started2024-01-06 13:09:22.410943
Analysis finished2024-01-06 13:09:28.677234
Duration6.27 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

거주자우선주차구획번호
Text

Distinct9875
Distinct (%)98.8%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
2024-01-06T13:09:29.299204image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length13
Median length6
Mean length6.0832
Min length3

Characters and Unicode

Total characters60832
Distinct characters40
Distinct categories3 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique9874 ?
Unique (%)98.7%

Sample

1st row55-745
2nd row11-394
3rd row32-1544
4th row60-257
5th row58-65
ValueCountFrequency (%)
미확인 126
 
1.3%
34-496 1
 
< 0.1%
18-57 1
 
< 0.1%
20-748 1
 
< 0.1%
60-850 1
 
< 0.1%
12-247 1
 
< 0.1%
11-732 1
 
< 0.1%
31-88 1
 
< 0.1%
34-81 1
 
< 0.1%
20-1070 1
 
< 0.1%
Other values (9865) 9865
98.7%
2024-01-06T13:09:30.803506image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
- 9956
16.4%
1 8339
13.7%
3 7545
12.4%
5 5710
9.4%
4 5666
9.3%
2 4812
7.9%
7 4085
6.7%
8 3948
 
6.5%
6 3776
 
6.2%
0 3248
 
5.3%
Other values (30) 3747
 
6.2%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 49785
81.8%
Dash Punctuation 9956
 
16.4%
Other Letter 1091
 
1.8%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
확 126
11.5%
미 126
11.5%
인 126
11.5%
시 111
10.2%
임 111
10.2%
공 98
9.0%
영 98
9.0%
지 74
6.8%
단 74
6.8%
동 27
 
2.5%
Other values (19) 120
11.0%
Decimal Number
ValueCountFrequency (%)
1 8339
16.8%
3 7545
15.2%
5 5710
11.5%
4 5666
11.4%
2 4812
9.7%
7 4085
8.2%
8 3948
7.9%
6 3776
7.6%
0 3248
 
6.5%
9 2656
 
5.3%
Dash Punctuation
ValueCountFrequency (%)
- 9956
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 59741
98.2%
Hangul 1091
 
1.8%

Most frequent character per script

Hangul
ValueCountFrequency (%)
확 126
11.5%
미 126
11.5%
인 126
11.5%
시 111
10.2%
임 111
10.2%
공 98
9.0%
영 98
9.0%
지 74
6.8%
단 74
6.8%
동 27
 
2.5%
Other values (19) 120
11.0%
Common
ValueCountFrequency (%)
- 9956
16.7%
1 8339
14.0%
3 7545
12.6%
5 5710
9.6%
4 5666
9.5%
2 4812
8.1%
7 4085
6.8%
8 3948
 
6.6%
6 3776
 
6.3%
0 3248
 
5.4%

Most occurring blocks

ValueCountFrequency (%)
ASCII 59741
98.2%
Hangul 1091
 
1.8%

Most frequent character per block

ASCII
ValueCountFrequency (%)
- 9956
16.7%
1 8339
14.0%
3 7545
12.6%
5 5710
9.6%
4 5666
9.5%
2 4812
8.1%
7 4085
6.8%
8 3948
 
6.6%
6 3776
 
6.3%
0 3248
 
5.4%
Hangul
ValueCountFrequency (%)
확 126
11.5%
미 126
11.5%
인 126
11.5%
시 111
10.2%
임 111
10.2%
공 98
9.0%
영 98
9.0%
지 74
6.8%
단 74
6.8%
동 27
 
2.5%
Other values (19) 120
11.0%

거주자우선주차구획위도
Real number (ℝ)

ZEROS 

Distinct781
Distinct (%)7.9%
Missing90
Missing (%)0.9%
Infinite0
Infinite (%)0.0%
Mean31.004825
Minimum0
Maximum37.3138
Zeros1667
Zeros (%)16.7%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2024-01-06T13:09:31.388365image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q137.2454
median37.2708
Q337.2875
95-th percentile37.3035
Maximum37.3138
Range37.3138
Interquartile range (IQR)0.0421

Descriptive statistics

Standard deviation13.943657
Coefficient of variation (CV)0.4497254
Kurtosis1.1482165
Mean31.004825
Median Absolute Deviation (MAD)0.0195
Skewness-1.7742529
Sum307257.82
Variance194.42557
MonotonicityNot monotonic
2024-01-06T13:09:31.964968image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0 1667
 
16.7%
37.2716 41
 
0.4%
37.2705 34
 
0.3%
37.2875 32
 
0.3%
37.2769 31
 
0.3%
37.2733 29
 
0.3%
37.2766 28
 
0.3%
37.2939 27
 
0.3%
37.2762 27
 
0.3%
37.2797 27
 
0.3%
Other values (771) 7967
79.7%
(Missing) 90
 
0.9%
ValueCountFrequency (%)
0.0 1667
16.7%
37.2335 1
 
< 0.1%
37.2344 2
 
< 0.1%
37.2346 3
 
< 0.1%
37.2347 5
 
0.1%
37.2348 4
 
< 0.1%
37.2349 3
 
< 0.1%
37.235 1
 
< 0.1%
37.2351 1
 
< 0.1%
37.2352 1
 
< 0.1%
ValueCountFrequency (%)
37.3138 1
 
< 0.1%
37.3137 2
< 0.1%
37.3136 1
 
< 0.1%
37.3133 2
< 0.1%
37.3132 1
 
< 0.1%
37.3129 3
< 0.1%
37.3124 1
 
< 0.1%
37.312 1
 
< 0.1%
37.3118 1
 
< 0.1%
37.3117 1
 
< 0.1%

거주자우선주차구획경도
Real number (ℝ)

ZEROS 

Distinct112
Distinct (%)1.1%
Missing90
Missing (%)0.9%
Infinite0
Infinite (%)0.0%
Mean105.64541
Minimum0
Maximum127.081
Zeros1667
Zeros (%)16.7%
Negative0
Negative (%)0.0%
Memory size166.0 KiB
2024-01-06T13:09:32.504822image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q1126.977
median127.005
Q3127.024
95-th percentile127.04755
Maximum127.081
Range127.081
Interquartile range (IQR)0.047

Descriptive statistics

Standard deviation47.51139
Coefficient of variation (CV)0.44972508
Kurtosis1.1482265
Mean105.64541
Median Absolute Deviation (MAD)0.022
Skewness-1.7742585
Sum1046946
Variance2257.3322
MonotonicityNot monotonic
2024-01-06T13:09:33.009470image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.0 1667
 
16.7%
127.029 228
 
2.3%
127.006 215
 
2.1%
127.03 208
 
2.1%
127.004 194
 
1.9%
127.016 189
 
1.9%
127.005 188
 
1.9%
127.003 185
 
1.8%
127.031 176
 
1.8%
127.014 167
 
1.7%
Other values (102) 6493
64.9%
ValueCountFrequency (%)
0.0 1667
16.7%
126.943 4
 
< 0.1%
126.944 8
 
0.1%
126.952 3
 
< 0.1%
126.953 5
 
0.1%
126.954 1
 
< 0.1%
126.955 2
 
< 0.1%
126.957 8
 
0.1%
126.966 9
 
0.1%
126.967 10
 
0.1%
ValueCountFrequency (%)
127.081 6
 
0.1%
127.08 21
0.2%
127.079 15
0.1%
127.078 13
0.1%
127.077 26
0.3%
127.076 11
0.1%
127.075 9
 
0.1%
127.067 6
 
0.1%
127.062 5
 
0.1%
127.061 5
 
0.1%

거주자우선주차구역명
Text

Distinct846
Distinct (%)8.5%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
2024-01-06T13:09:33.648933image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length23
Median length19
Mean length13.9594
Min length3

Characters and Unicode

Total characters139594
Distinct characters189
Distinct categories10 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique51 ?
Unique (%)0.5%

Sample

1st row팔달로 165번길(740+1)
2nd row경수대로1055번길(393)
3rd row세류2동자투리12호주차장(전일제
4th row장다리로171번길(253+1)
5th row우만5길주차장(43+1)
ValueCountFrequency (%)
델타3단지 902
 
6.5%
4공영주차장(임시)(18 275
 
2.0%
경수대로 264
 
1.9%
세지로 219
 
1.6%
정조로 130
 
0.9%
산업로 127
 
0.9%
산업로155번길(1406 124
 
0.9%
곡반정동1공영주차장 114
 
0.8%
델타1단지 109
 
0.8%
팔달로 109
 
0.8%
Other values (910) 11558
83.0%
2024-01-06T13:09:35.252750image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
1 10494
 
7.5%
( 9402
 
6.7%
) 8819
 
6.3%
길 6900
 
4.9%
로 6832
 
4.9%
번 5983
 
4.3%
2 5768
 
4.1%
3 5578
 
4.0%
5 4825
 
3.5%
4 4441
 
3.2%
Other values (179) 70552
50.5%

Most occurring categories

ValueCountFrequency (%)
Other Letter 64586
46.3%
Decimal Number 48432
34.7%
Open Punctuation 9402
 
6.7%
Close Punctuation 8819
 
6.3%
Space Separator 3932
 
2.8%
Math Symbol 2870
 
2.1%
Uppercase Letter 660
 
0.5%
Dash Punctuation 575
 
0.4%
Other Punctuation 291
 
0.2%
Lowercase Letter 27
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
길 6900
 
10.7%
로 6832
 
10.6%
번 5983
 
9.3%
주 3378
 
5.2%
장 3181
 
4.9%
차 2797
 
4.3%
영 2021
 
3.1%
공 1960
 
3.0%
지 1648
 
2.6%
타 1329
 
2.1%
Other values (157) 28557
44.2%
Decimal Number
ValueCountFrequency (%)
1 10494
21.7%
2 5768
11.9%
3 5578
11.5%
5 4825
10.0%
4 4441
9.2%
6 3877
 
8.0%
8 3732
 
7.7%
7 3530
 
7.3%
9 3140
 
6.5%
0 3047
 
6.3%
Uppercase Letter
ValueCountFrequency (%)
A 220
33.3%
P 220
33.3%
T 220
33.3%
Math Symbol
ValueCountFrequency (%)
+ 2861
99.7%
~ 9
 
0.3%
Other Punctuation
ValueCountFrequency (%)
/ 227
78.0%
. 64
 
22.0%
Open Punctuation
ValueCountFrequency (%)
( 9402
100.0%
Close Punctuation
ValueCountFrequency (%)
) 8819
100.0%
Space Separator
ValueCountFrequency (%)
3932
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 575
100.0%
Lowercase Letter
ValueCountFrequency (%)
e 27
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 74321
53.2%
Hangul 64586
46.3%
Latin 687
 
0.5%

Most frequent character per script

Hangul
ValueCountFrequency (%)
길 6900
 
10.7%
로 6832
 
10.6%
번 5983
 
9.3%
주 3378
 
5.2%
장 3181
 
4.9%
차 2797
 
4.3%
영 2021
 
3.1%
공 1960
 
3.0%
지 1648
 
2.6%
타 1329
 
2.1%
Other values (157) 28557
44.2%
Common
ValueCountFrequency (%)
1 10494
14.1%
( 9402
12.7%
) 8819
11.9%
2 5768
7.8%
3 5578
7.5%
5 4825
 
6.5%
4 4441
 
6.0%
3932
 
5.3%
6 3877
 
5.2%
8 3732
 
5.0%
Other values (8) 13453
18.1%
Latin
ValueCountFrequency (%)
A 220
32.0%
P 220
32.0%
T 220
32.0%
e 27
 
3.9%

Most occurring blocks

ValueCountFrequency (%)
ASCII 75008
53.7%
Hangul 64586
46.3%

Most frequent character per block

ASCII
ValueCountFrequency (%)
1 10494
14.0%
( 9402
12.5%
) 8819
11.8%
2 5768
7.7%
3 5578
 
7.4%
5 4825
 
6.4%
4 4441
 
5.9%
3932
 
5.2%
6 3877
 
5.2%
8 3732
 
5.0%
Other values (12) 14140
18.9%
Hangul
ValueCountFrequency (%)
길 6900
 
10.7%
로 6832
 
10.6%
번 5983
 
9.3%
주 3378
 
5.2%
장 3181
 
4.9%
차 2797
 
4.3%
영 2021
 
3.1%
공 1960
 
3.0%
지 1648
 
2.6%
타 1329
 
2.1%
Other values (157) 28557
44.2%

소재지지번주소
Text

MISSING 

Distinct5072
Distinct (%)53.6%
Missing543
Missing (%)5.4%
Memory size156.2 KiB
2024-01-06T13:09:36.265280image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length20
Median length19
Mean length11.063022
Min length3

Characters and Unicode

Total characters104623
Distinct characters105
Distinct categories5 ?
Distinct scripts2 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique3414 ?
Unique (%)36.1%

Sample

1st row화서동 41-2
2nd row파장동 612-0
3rd row경기 수원시 권선구 세류동 1148
4th row인계동 1005-0
5th row우만동 502-0
ValueCountFrequency (%)
수원시 1922
 
8.0%
경기 1641
 
6.8%
권선구 1171
 
4.8%
세류동 1029
 
4.3%
우만동 695
 
2.9%
고색동 657
 
2.7%
매탄동 620
 
2.6%
정자동 527
 
2.2%
영화동 401
 
1.7%
권선동 386
 
1.6%
Other values (4769) 15125
62.6%
2024-01-06T13:09:37.959877image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
14776
 
14.1%
동 8775
 
8.4%
1 8200
 
7.8%
- 7734
 
7.4%
2 4494
 
4.3%
5 3956
 
3.8%
3 3790
 
3.6%
4 3618
 
3.5%
0 3458
 
3.3%
9 2779
 
2.7%
Other values (95) 43043
41.1%

Most occurring categories

ValueCountFrequency (%)
Other Letter 43947
42.0%
Decimal Number 38165
36.5%
Space Separator 14776
 
14.1%
Dash Punctuation 7734
 
7.4%
Other Punctuation 1
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
동 8775
20.0%
원 2379
 
5.4%
구 2287
 
5.2%
수 2040
 
4.6%
경 1923
 
4.4%
시 1922
 
4.4%
기 1922
 
4.4%
권 1570
 
3.6%
선 1569
 
3.6%
세 1037
 
2.4%
Other values (82) 18523
42.1%
Decimal Number
ValueCountFrequency (%)
1 8200
21.5%
2 4494
11.8%
5 3956
10.4%
3 3790
9.9%
4 3618
9.5%
0 3458
9.1%
9 2779
 
7.3%
7 2699
 
7.1%
6 2607
 
6.8%
8 2564
 
6.7%
Space Separator
ValueCountFrequency (%)
14776
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 7734
100.0%
Other Punctuation
ValueCountFrequency (%)
. 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 60676
58.0%
Hangul 43947
42.0%

Most frequent character per script

Hangul
ValueCountFrequency (%)
동 8775
20.0%
원 2379
 
5.4%
구 2287
 
5.2%
수 2040
 
4.6%
경 1923
 
4.4%
시 1922
 
4.4%
기 1922
 
4.4%
권 1570
 
3.6%
선 1569
 
3.6%
세 1037
 
2.4%
Other values (82) 18523
42.1%
Common
ValueCountFrequency (%)
14776
24.4%
1 8200
13.5%
- 7734
12.7%
2 4494
 
7.4%
5 3956
 
6.5%
3 3790
 
6.2%
4 3618
 
6.0%
0 3458
 
5.7%
9 2779
 
4.6%
7 2699
 
4.4%
Other values (3) 5172
 
8.5%

Most occurring blocks

ValueCountFrequency (%)
ASCII 60676
58.0%
Hangul 43947
42.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
14776
24.4%
1 8200
13.5%
- 7734
12.7%
2 4494
 
7.4%
5 3956
 
6.5%
3 3790
 
6.2%
4 3618
 
6.0%
0 3458
 
5.7%
9 2779
 
4.6%
7 2699
 
4.4%
Other values (3) 5172
 
8.5%
Hangul
ValueCountFrequency (%)
동 8775
20.0%
원 2379
 
5.4%
구 2287
 
5.2%
수 2040
 
4.6%
경 1923
 
4.4%
시 1922
 
4.4%
기 1922
 
4.4%
권 1570
 
3.6%
선 1569
 
3.6%
세 1037
 
2.4%
Other values (82) 18523
42.1%

운영형태
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct3
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
야간
8328 
전일
1221 
주간
 
451

Length

Max length2
Median length2
Mean length2
Min length2

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row야간
2nd row야간
3rd row전일
4th row야간
5th row야간

Common Values

ValueCountFrequency (%)
야간 8328
83.3%
전일 1221
 
12.2%
주간 451
 
4.5%

Length

2024-01-06T13:09:38.546537image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-06T13:09:38.954214image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
야간 8328
83.3%
전일 1221
 
12.2%
주간 451
 
4.5%

사용시간대정보
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct3
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
18:00~익일09:00
8328 
24시간
1221 
09:00~18:00
 
451

Length

Max length13
Median length13
Mean length11.8109
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row18:00~익일09:00
2nd row18:00~익일09:00
3rd row24시간
4th row18:00~익일09:00
5th row18:00~익일09:00

Common Values

ValueCountFrequency (%)
18:00~익일09:00 8328
83.3%
24시간 1221
 
12.2%
09:00~18:00 451
 
4.5%

Length

2024-01-06T13:09:39.567735image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-06T13:09:39.912384image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
18:00~익일09:00 8328
83.3%
24시간 1221
 
12.2%
09:00~18:00 451
 
4.5%

사용기간
Categorical

CONSTANT 

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
분기별
10000 

Length

Max length3
Median length3
Mean length3
Min length3

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
분기별 10000
100.0%

Length

2024-01-06T13:09:40.453986image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-06T13:09:40.826758image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
분기별 10000
100.0%

이용요금
Categorical

HIGH CORRELATION  IMBALANCE 

Distinct3
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
20000
8328 
30000
1221 
2000
 
451

Length

Max length5
Median length5
Mean length4.9549
Min length4

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row20000
2nd row20000
3rd row30000
4th row20000
5th row20000

Common Values

ValueCountFrequency (%)
20000 8328
83.3%
30000 1221
 
12.2%
2000 451
 
4.5%

Length

2024-01-06T13:09:41.253363image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-06T13:09:41.758017image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
20000 8328
83.3%
30000 1221
 
12.2%
2000 451
 
4.5%

이용요금결제방법
Categorical

CONSTANT 

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
가상계좌+신용카드+지로+계좌이체
10000 

Length

Max length17
Median length17
Mean length17
Min length17

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row가상계좌+신용카드+지로+계좌이체
2nd row가상계좌+신용카드+지로+계좌이체
3rd row가상계좌+신용카드+지로+계좌이체
4th row가상계좌+신용카드+지로+계좌이체
5th row가상계좌+신용카드+지로+계좌이체

Common Values

ValueCountFrequency (%)
가상계좌+신용카드+지로+계좌이체 10000
100.0%

Length

2024-01-06T13:09:42.237507image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-06T13:09:42.838221image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
가상계좌+신용카드+지로+계좌이체 10000
100.0%

이용요금환불안내정보
Categorical

CONSTANT 

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
환불신청서+통장사본
10000 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row환불신청서+통장사본
2nd row환불신청서+통장사본
3rd row환불신청서+통장사본
4th row환불신청서+통장사본
5th row환불신청서+통장사본

Common Values

ValueCountFrequency (%)
환불신청서+통장사본 10000
100.0%

Length

2024-01-06T13:09:43.348047image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-06T13:09:43.772479image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
환불신청서+통장사본 10000
100.0%

정기접수시작일자
Categorical

CONSTANT 

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
2023-01-01
10000 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2023-01-01
2nd row2023-01-01
3rd row2023-01-01
4th row2023-01-01
5th row2023-01-01

Common Values

ValueCountFrequency (%)
2023-01-01 10000
100.0%

Length

2024-01-06T13:09:44.388056image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-06T13:09:44.805973image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2023-01-01 10000
100.0%

정기접수종료일자
Categorical

CONSTANT 

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
2023-12-31
10000 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2023-12-31
2nd row2023-12-31
3rd row2023-12-31
4th row2023-12-31
5th row2023-12-31

Common Values

ValueCountFrequency (%)
2023-12-31 10000
100.0%

Length

2024-01-06T13:09:45.180647image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-06T13:09:45.503386image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2023-12-31 10000
100.0%

신청방법
Categorical

CONSTANT 

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
인터넷+방문
10000 

Length

Max length6
Median length6
Mean length6
Min length6

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row인터넷+방문
2nd row인터넷+방문
3rd row인터넷+방문
4th row인터넷+방문
5th row인터넷+방문

Common Values

ValueCountFrequency (%)
인터넷+방문 10000
100.0%

Length

2024-01-06T13:09:45.883758image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-06T13:09:46.271737image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
인터넷+방문 10000
100.0%

신청서류
Categorical

CONSTANT 

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
신청서+차량등록증+등본+감면증빙서류
10000 

Length

Max length19
Median length19
Mean length19
Min length19

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row신청서+차량등록증+등본+감면증빙서류
2nd row신청서+차량등록증+등본+감면증빙서류
3rd row신청서+차량등록증+등본+감면증빙서류
4th row신청서+차량등록증+등본+감면증빙서류
5th row신청서+차량등록증+등본+감면증빙서류

Common Values

ValueCountFrequency (%)
신청서+차량등록증+등본+감면증빙서류 10000
100.0%

Length

2024-01-06T13:09:46.563778image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-06T13:09:46.911761image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
신청서+차량등록증+등본+감면증빙서류 10000
100.0%

관리기관전화번호
Categorical

CONSTANT 

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
031-238-0560
10000 

Length

Max length12
Median length12
Mean length12
Min length12

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row031-238-0560
2nd row031-238-0560
3rd row031-238-0560
4th row031-238-0560
5th row031-238-0560

Common Values

ValueCountFrequency (%)
031-238-0560 10000
100.0%

Length

2024-01-06T13:09:47.451112image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-06T13:09:47.897304image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
031-238-0560 10000
100.0%

관리기관명
Categorical

CONSTANT 

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
수원도시공사
10000 

Length

Max length6
Median length6
Mean length6
Min length6

Unique

Unique0 ?
Unique (%)0.0%

Sample

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

Common Values

ValueCountFrequency (%)
수원도시공사 10000
100.0%

Length

2024-01-06T13:09:48.274117image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-06T13:09:48.786834image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
수원도시공사 10000
100.0%

데이터기준일자
Categorical

CONSTANT 

Distinct1
Distinct (%)< 0.1%
Missing0
Missing (%)0.0%
Memory size156.2 KiB
2023-12-05
10000 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2023-12-05
2nd row2023-12-05
3rd row2023-12-05
4th row2023-12-05
5th row2023-12-05

Common Values

ValueCountFrequency (%)
2023-12-05 10000
100.0%

Length

2024-01-06T13:09:49.083016image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2024-01-06T13:09:49.355169image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2023-12-05 10000
100.0%

Interactions

2024-01-06T13:09:25.829749image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-01-06T13:09:24.934799image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-01-06T13:09:26.212023image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2024-01-06T13:09:25.421321image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2024-01-06T13:09:49.524578image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
거주자우선주차구획위도거주자우선주차구획경도운영형태사용시간대정보이용요금
거주자우선주차구획위도1.0001.0000.2470.2470.247
거주자우선주차구획경도1.0001.0000.2470.2470.247
운영형태0.2470.2471.0001.0001.000
사용시간대정보0.2470.2471.0001.0001.000
이용요금0.2470.2471.0001.0001.000
2024-01-06T13:09:49.778846image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
사용시간대정보운영형태이용요금
사용시간대정보1.0001.0001.000
운영형태1.0001.0001.000
이용요금1.0001.0001.000
2024-01-06T13:09:50.016008image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
거주자우선주차구획위도거주자우선주차구획경도운영형태사용시간대정보이용요금
거주자우선주차구획위도1.0000.3850.4020.4020.402
거주자우선주차구획경도0.3851.0000.4020.4020.402
운영형태0.4020.4021.0001.0001.000
사용시간대정보0.4020.4021.0001.0001.000
이용요금0.4020.4021.0001.0001.000

Missing values

2024-01-06T13:09:26.838233image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2024-01-06T13:09:27.851315image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
2024-01-06T13:09:28.373021image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

Sample

거주자우선주차구획번호거주자우선주차구획위도거주자우선주차구획경도거주자우선주차구역명소재지지번주소운영형태사용시간대정보사용기간이용요금이용요금결제방법이용요금환불안내정보정기접수시작일자정기접수종료일자신청방법신청서류관리기관전화번호관리기관명데이터기준일자
1623255-74537.2833127.005팔달로 165번길(740+1)화서동 41-2야간18:00~익일09:00분기별20000가상계좌+신용카드+지로+계좌이체환불신청서+통장사본2023-01-012023-12-31인터넷+방문신청서+차량등록증+등본+감면증빙서류031-238-0560수원도시공사2023-12-05
79211-39437.3081126.997경수대로1055번길(393)파장동 612-0야간18:00~익일09:00분기별20000가상계좌+신용카드+지로+계좌이체환불신청서+통장사본2023-01-012023-12-31인터넷+방문신청서+차량등록증+등본+감면증빙서류031-238-0560수원도시공사2023-12-05
895432-154437.2481127.015세류2동자투리12호주차장(전일제경기 수원시 권선구 세류동 1148전일24시간분기별30000가상계좌+신용카드+지로+계좌이체환불신청서+통장사본2023-01-012023-12-31인터넷+방문신청서+차량등록증+등본+감면증빙서류031-238-0560수원도시공사2023-12-05
1348160-25737.2657127.022장다리로171번길(253+1)인계동 1005-0야간18:00~익일09:00분기별20000가상계좌+신용카드+지로+계좌이체환불신청서+통장사본2023-01-012023-12-31인터넷+방문신청서+차량등록증+등본+감면증빙서류031-238-0560수원도시공사2023-12-05
1257358-6537.2867127.031우만5길주차장(43+1)우만동 502-0야간18:00~익일09:00분기별20000가상계좌+신용카드+지로+계좌이체환불신청서+통장사본2023-01-012023-12-31인터넷+방문신청서+차량등록증+등본+감면증빙서류031-238-0560수원도시공사2023-12-05
612955-25137.2792126.997동말로25번길(239+2)화서동 187-28야간18:00~익일09:00분기별20000가상계좌+신용카드+지로+계좌이체환불신청서+통장사본2023-01-012023-12-31인터넷+방문신청서+차량등록증+등본+감면증빙서류031-238-0560수원도시공사2023-12-05
1334273-28837.2639127.041인계로 220번길(274)매탄동 923-34야간18:00~익일09:00분기별20000가상계좌+신용카드+지로+계좌이체환불신청서+통장사본2023-01-012023-12-31인터넷+방문신청서+차량등록증+등본+감면증빙서류031-238-0560수원도시공사2023-12-05
1369114-51437.2952127.0장안로126번길(511)정자동 27-6야간18:00~익일09:00분기별20000가상계좌+신용카드+지로+계좌이체환불신청서+통장사본2023-01-012023-12-31인터넷+방문신청서+차량등록증+등본+감면증빙서류031-238-0560수원도시공사2023-12-05
1065414-39637.2924127.003수성1길1(357+1)정자동 70-5야간18:00~익일09:00분기별20000가상계좌+신용카드+지로+계좌이체환불신청서+통장사본2023-01-012023-12-31인터넷+방문신청서+차량등록증+등본+감면증빙서류031-238-0560수원도시공사2023-12-05
544334-124737.2417126.982델타3단지 산업로156번길(1182)<NA>전일24시간분기별30000가상계좌+신용카드+지로+계좌이체환불신청서+통장사본2023-01-012023-12-31인터넷+방문신청서+차량등록증+등본+감면증빙서류031-238-0560수원도시공사2023-12-05
거주자우선주차구획번호거주자우선주차구획위도거주자우선주차구획경도거주자우선주차구역명소재지지번주소운영형태사용시간대정보사용기간이용요금이용요금결제방법이용요금환불안내정보정기접수시작일자정기접수종료일자신청방법신청서류관리기관전화번호관리기관명데이터기준일자
829135-56737.274126.979서둔로(555)탑동 22-7야간18:00~익일09:00분기별20000가상계좌+신용카드+지로+계좌이체환불신청서+통장사본2023-01-012023-12-31인터넷+방문신청서+차량등록증+등본+감면증빙서류031-238-0560수원도시공사2023-12-05
271미확인37.2669127.006갓매산길주차장(1+2)매산로2가 68-19야간18:00~익일09:00분기별20000가상계좌+신용카드+지로+계좌이체환불신청서+통장사본2023-01-012023-12-31인터넷+방문신청서+차량등록증+등본+감면증빙서류031-238-0560수원도시공사2023-12-05
664352-33337.2698127.014매산로116번길(319)매교동 77-70야간18:00~익일09:00분기별20000가상계좌+신용카드+지로+계좌이체환불신청서+통장사본2023-01-012023-12-31인터넷+방문신청서+차량등록증+등본+감면증빙서류031-238-0560수원도시공사2023-12-05
576534-5540.00.0델타3단지 제2공영주차장(510)미확인전일24시간분기별30000가상계좌+신용카드+지로+계좌이체환불신청서+통장사본2023-01-012023-12-31인터넷+방문신청서+차량등록증+등본+감면증빙서류031-238-0560수원도시공사2023-12-05
1088114-94537.2935127.0수성로275번길(930+1)정자동 42-45야간18:00~익일09:00분기별20000가상계좌+신용카드+지로+계좌이체환불신청서+통장사본2023-01-012023-12-31인터넷+방문신청서+차량등록증+등본+감면증빙서류031-238-0560수원도시공사2023-12-05
96058-48837.2904127.027경수대로718번길(481)우만동 596-16야간18:00~익일09:00분기별20000가상계좌+신용카드+지로+계좌이체환불신청서+통장사본2023-01-012023-12-31인터넷+방문신청서+차량등록증+등본+감면증빙서류031-238-0560수원도시공사2023-12-05
37632-96837.2482127.015경수대로 225번길(951)세류동 1148-19야간18:00~익일09:00분기별20000가상계좌+신용카드+지로+계좌이체환불신청서+통장사본2023-01-012023-12-31인터넷+방문신청서+차량등록증+등본+감면증빙서류031-238-0560수원도시공사2023-12-05
1164973-20237.2559127.059신원로 211번길(164)매탄동 491-15주간09:00~18:00분기별2000가상계좌+신용카드+지로+계좌이체환불신청서+통장사본2023-01-012023-12-31인터넷+방문신청서+차량등록증+등본+감면증빙서류031-238-0560수원도시공사2023-12-05
1751455-63237.2815126.999화양로 38번길(627+3)화서동 120-13야간18:00~익일09:00분기별20000가상계좌+신용카드+지로+계좌이체환불신청서+통장사본2023-01-012023-12-31인터넷+방문신청서+차량등록증+등본+감면증빙서류031-238-0560수원도시공사2023-12-05
1435332-162037.2572127.01정조로 535번길(222)경기 수원시 권선구 세류동 471야간18:00~익일09:00분기별20000가상계좌+신용카드+지로+계좌이체환불신청서+통장사본2023-01-012023-12-31인터넷+방문신청서+차량등록증+등본+감면증빙서류031-238-0560수원도시공사2023-12-05

Duplicate rows

Most frequently occurring

거주자우선주차구획번호거주자우선주차구획위도거주자우선주차구획경도거주자우선주차구역명소재지지번주소운영형태사용시간대정보사용기간이용요금이용요금결제방법이용요금환불안내정보정기접수시작일자정기접수종료일자신청방법신청서류관리기관전화번호관리기관명데이터기준일자# duplicates
2미확인0.00.0호매실동 제6호 자투리공영주차경기도 수원시 권선구 노림로 10전일24시간분기별30000가상계좌+신용카드+지로+계좌이체환불신청서+통장사본2023-01-012023-12-31인터넷+방문신청서+차량등록증+등본+감면증빙서류031-238-0560수원도시공사2023-12-058
1미확인0.00.0카페거리2거주자공영주차장경기 수원시 영통구 이의동 1297야간18:00~익일09:00분기별20000가상계좌+신용카드+지로+계좌이체환불신청서+통장사본2023-01-012023-12-31인터넷+방문신청서+차량등록증+등본+감면증빙서류031-238-0560수원도시공사2023-12-057
0미확인0.00.0곡반정동3공영주차장경기 수원시 권선구 곡반정동 60야간18:00~익일09:00분기별20000가상계좌+신용카드+지로+계좌이체환불신청서+통장사본2023-01-012023-12-31인터넷+방문신청서+차량등록증+등본+감면증빙서류031-238-0560수원도시공사2023-12-056
4미확인37.2469127.058벽적골2길주차장(1)영통동 975-5야간18:00~익일09:00분기별20000가상계좌+신용카드+지로+계좌이체환불신청서+통장사본2023-01-012023-12-31인터넷+방문신청서+차량등록증+등본+감면증빙서류031-238-0560수원도시공사2023-12-053
7미확인37.26127.02888공원주차장(1/525)권선동 1016-0야간18:00~익일09:00분기별20000가상계좌+신용카드+지로+계좌이체환불신청서+통장사본2023-01-012023-12-31인터넷+방문신청서+차량등록증+등본+감면증빙서류031-238-0560수원도시공사2023-12-053
8미확인37.26127.02988공원주차장(1/525)권선동 1016-1야간18:00~익일09:00분기별20000가상계좌+신용카드+지로+계좌이체환불신청서+통장사본2023-01-012023-12-31인터넷+방문신청서+차량등록증+등본+감면증빙서류031-238-0560수원도시공사2023-12-053
10미확인37.2601127.02888공원주차장(1/525)권선동 1017-6야간18:00~익일09:00분기별20000가상계좌+신용카드+지로+계좌이체환불신청서+통장사본2023-01-012023-12-31인터넷+방문신청서+차량등록증+등본+감면증빙서류031-238-0560수원도시공사2023-12-053
13미확인37.2686126.976탑동공영주변주차장(1)탑동 863-9야간18:00~익일09:00분기별20000가상계좌+신용카드+지로+계좌이체환불신청서+통장사본2023-01-012023-12-31인터넷+방문신청서+차량등록증+등본+감면증빙서류031-238-0560수원도시공사2023-12-053
3미확인37.2469127.058벽적골2길주차장(1)영통동 975-4야간18:00~익일09:00분기별20000가상계좌+신용카드+지로+계좌이체환불신청서+통장사본2023-01-012023-12-31인터넷+방문신청서+차량등록증+등본+감면증빙서류031-238-0560수원도시공사2023-12-052
5미확인37.2498127.075영일중학교담장길주차장(1)영통동 1003-10야간18:00~익일09:00분기별20000가상계좌+신용카드+지로+계좌이체환불신청서+통장사본2023-01-012023-12-31인터넷+방문신청서+차량등록증+등본+감면증빙서류031-238-0560수원도시공사2023-12-052