Overview

Dataset statistics

Number of variables40
Number of observations97
Missing cells2326
Missing cells (%)59.9%
Duplicate rows1
Duplicate rows (%)1.0%
Total size in memory30.7 KiB
Average record size in memory324.4 B

Variable types

Numeric1
Text3
Unsupported35
Categorical1

Dataset

Description영등포구 관내 하천, 공원 내의 야외 체육시설 현황(1) 제공데이터- 설치 장소명(공원, 하천)- 장소별 체육시설 현황
Author서울특별시 영등포구
URLhttps://www.data.go.kr/data/15037878/fileData.do

Alerts

Dataset has 1 (1.0%) duplicate rowsDuplicates
Unnamed: 39 is highly imbalanced (57.4%)Imbalance
Unnamed: 0 has 29 (29.9%) missing valuesMissing
(2018 야외 체육시설 현황) has 87 (89.7%) missing valuesMissing
Unnamed: 2 has 14 (14.4%) missing valuesMissing
Unnamed: 3 has 17 (17.5%) missing valuesMissing
Unnamed: 4 has 13 (13.4%) missing valuesMissing
Unnamed: 5 has 9 (9.3%) missing valuesMissing
Unnamed: 6 has 8 (8.2%) missing valuesMissing
Unnamed: 7 has 89 (91.8%) missing valuesMissing
Unnamed: 8 has 81 (83.5%) missing valuesMissing
Unnamed: 9 has 84 (86.6%) missing valuesMissing
Unnamed: 10 has 82 (84.5%) missing valuesMissing
Unnamed: 11 has 88 (90.7%) missing valuesMissing
Unnamed: 12 has 88 (90.7%) missing valuesMissing
Unnamed: 13 has 90 (92.8%) missing valuesMissing
Unnamed: 14 has 8 (8.2%) missing valuesMissing
Unnamed: 15 has 36 (37.1%) missing valuesMissing
Unnamed: 16 has 44 (45.4%) missing valuesMissing
Unnamed: 17 has 66 (68.0%) missing valuesMissing
Unnamed: 18 has 49 (50.5%) missing valuesMissing
Unnamed: 19 has 33 (34.0%) missing valuesMissing
Unnamed: 20 has 48 (49.5%) missing valuesMissing
Unnamed: 21 has 74 (76.3%) missing valuesMissing
Unnamed: 22 has 76 (78.4%) missing valuesMissing
Unnamed: 23 has 43 (44.3%) missing valuesMissing
Unnamed: 24 has 73 (75.3%) missing valuesMissing
Unnamed: 25 has 71 (73.2%) missing valuesMissing
Unnamed: 26 has 73 (75.3%) missing valuesMissing
Unnamed: 27 has 68 (70.1%) missing valuesMissing
Unnamed: 28 has 85 (87.6%) missing valuesMissing
Unnamed: 29 has 81 (83.5%) missing valuesMissing
Unnamed: 30 has 86 (88.7%) missing valuesMissing
Unnamed: 31 has 70 (72.2%) missing valuesMissing
Unnamed: 32 has 9 (9.3%) missing valuesMissing
Unnamed: 33 has 63 (64.9%) missing valuesMissing
Unnamed: 34 has 75 (77.3%) missing valuesMissing
Unnamed: 35 has 72 (74.2%) missing valuesMissing
Unnamed: 36 has 82 (84.5%) missing valuesMissing
Unnamed: 37 has 65 (67.0%) missing valuesMissing
Unnamed: 38 has 97 (100.0%) missing valuesMissing
Unnamed: 4 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 5 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 6 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 7 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 8 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 9 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 10 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 11 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 12 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 13 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 14 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 15 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 16 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 17 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 18 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 19 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 20 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 21 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 22 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 23 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 24 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 25 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 26 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 27 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 28 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 29 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 30 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 31 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 32 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 33 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 34 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 35 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 36 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 37 is an unsupported type, check if it needs cleaning or further analysisUnsupported
Unnamed: 38 is an unsupported type, check if it needs cleaning or further analysisUnsupported

Reproduction

Analysis started2023-12-12 08:51:21.232889
Analysis finished2023-12-12 08:51:21.558671
Duration0.33 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

Unnamed: 0
Real number (ℝ)

MISSING 

Distinct21
Distinct (%)30.9%
Missing29
Missing (%)29.9%
Infinite0
Infinite (%)0.0%
Mean8.6764706
Minimum1
Maximum21
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size1005.0 B
2023-12-12T17:51:21.637047image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q14
median7.5
Q313
95-th percentile18.65
Maximum21
Range20
Interquartile range (IQR)9

Descriptive statistics

Standard deviation5.6580182
Coefficient of variation (CV)0.65211057
Kurtosis-0.83730704
Mean8.6764706
Median Absolute Deviation (MAD)4.5
Skewness0.46745659
Sum590
Variance32.013169
MonotonicityNot monotonic
2023-12-12T17:51:21.799377image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=21)
ValueCountFrequency (%)
5 5
 
5.2%
2 5
 
5.2%
6 5
 
5.2%
1 5
 
5.2%
4 5
 
5.2%
3 5
 
5.2%
7 4
 
4.1%
16 3
 
3.1%
15 3
 
3.1%
13 3
 
3.1%
Other values (11) 25
25.8%
(Missing) 29
29.9%
ValueCountFrequency (%)
1 5
5.2%
2 5
5.2%
3 5
5.2%
4 5
5.2%
5 5
5.2%
6 5
5.2%
7 4
4.1%
8 3
3.1%
9 3
3.1%
10 3
3.1%
ValueCountFrequency (%)
21 2
2.1%
20 1
 
1.0%
19 1
 
1.0%
18 1
 
1.0%
17 2
2.1%
16 3
3.1%
15 3
3.1%
14 3
3.1%
13 3
3.1%
12 3
3.1%

(2018 야외 체육시설 현황)
Text

MISSING 

Distinct9
Distinct (%)90.0%
Missing87
Missing (%)89.7%
Memory size908.0 B
2023-12-12T17:51:21.980867image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length293
Median length8
Mean length34.8
Min length3

Characters and Unicode

Total characters348
Distinct characters79
Distinct categories8 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique8 ?
Unique (%)80.0%

Sample

1st row구 분
2nd row총 계
3rd row안양천·도림천
4th row녹 지 대
5th row근 린 공 원
ValueCountFrequency (%)
13
22.0%
공 4
 
6.8%
원 4
 
6.8%
린 3
 
5.1%
어 2
 
3.4%
이 2
 
3.4%
마 2
 
3.4%
청양조경 1
 
1.7%
02-706-9775 1
 
1.7%
경일(02-648-8000 1
 
1.7%
Other values (26) 26
44.1%
2023-12-12T17:51:22.326643image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
49
 
14.1%
- 27
 
7.8%
0 25
 
7.2%
2 22
 
6.3%
8 15
 
4.3%
( 14
 
4.0%
) 14
 
4.0%
3 13
 
3.7%
/ 13
 
3.7%
1 12
 
3.4%
Other values (69) 144
41.4%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 131
37.6%
Other Letter 96
27.6%
Space Separator 49
 
14.1%
Dash Punctuation 27
 
7.8%
Open Punctuation 14
 
4.0%
Close Punctuation 14
 
4.0%
Other Punctuation 14
 
4.0%
Uppercase Letter 3
 
0.9%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
경 5
 
5.2%
조 5
 
5.2%
공 5
 
5.2%
린 4
 
4.2%
원 4
 
4.2%
양 3
 
3.1%
천 3
 
3.1%
체 2
 
2.1%
진 2
 
2.1%
씨 2
 
2.1%
Other values (50) 61
63.5%
Decimal Number
ValueCountFrequency (%)
0 25
19.1%
2 22
16.8%
8 15
11.5%
3 13
9.9%
1 12
9.2%
7 11
8.4%
9 11
8.4%
6 9
 
6.9%
5 9
 
6.9%
4 4
 
3.1%
Uppercase Letter
ValueCountFrequency (%)
L 1
33.3%
S 1
33.3%
K 1
33.3%
Other Punctuation
ValueCountFrequency (%)
/ 13
92.9%
· 1
 
7.1%
Space Separator
ValueCountFrequency (%)
49
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 27
100.0%
Open Punctuation
ValueCountFrequency (%)
( 14
100.0%
Close Punctuation
ValueCountFrequency (%)
) 14
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 249
71.6%
Hangul 96
 
27.6%
Latin 3
 
0.9%

Most frequent character per script

Hangul
ValueCountFrequency (%)
경 5
 
5.2%
조 5
 
5.2%
공 5
 
5.2%
린 4
 
4.2%
원 4
 
4.2%
양 3
 
3.1%
천 3
 
3.1%
체 2
 
2.1%
진 2
 
2.1%
씨 2
 
2.1%
Other values (50) 61
63.5%
Common
ValueCountFrequency (%)
49
19.7%
- 27
10.8%
0 25
10.0%
2 22
8.8%
8 15
 
6.0%
( 14
 
5.6%
) 14
 
5.6%
3 13
 
5.2%
/ 13
 
5.2%
1 12
 
4.8%
Other values (6) 45
18.1%
Latin
ValueCountFrequency (%)
L 1
33.3%
S 1
33.3%
K 1
33.3%

Most occurring blocks

ValueCountFrequency (%)
ASCII 251
72.1%
Hangul 96
 
27.6%
None 1
 
0.3%

Most frequent character per block

ASCII
ValueCountFrequency (%)
49
19.5%
- 27
10.8%
0 25
10.0%
2 22
8.8%
8 15
 
6.0%
( 14
 
5.6%
) 14
 
5.6%
3 13
 
5.2%
/ 13
 
5.2%
1 12
 
4.8%
Other values (8) 47
18.7%
Hangul
ValueCountFrequency (%)
경 5
 
5.2%
조 5
 
5.2%
공 5
 
5.2%
린 4
 
4.2%
원 4
 
4.2%
양 3
 
3.1%
천 3
 
3.1%
체 2
 
2.1%
진 2
 
2.1%
씨 2
 
2.1%
Other values (50) 61
63.5%
None
ValueCountFrequency (%)
· 1
100.0%

Unnamed: 2
Text

MISSING 

Distinct78
Distinct (%)94.0%
Missing14
Missing (%)14.4%
Memory size908.0 B
2023-12-12T17:51:22.614959image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length15
Median length12
Mean length6.7228916
Min length3

Characters and Unicode

Total characters558
Distinct characters153
Distinct categories7 ?
Distinct scripts3 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique77 ?
Unique (%)92.8%

Sample

1st row72개소
2nd row소 계
3rd row안양․도림천
4th row소 계
5th row양평동체련장
ValueCountFrequency (%)
소 6
 
5.8%
계 6
 
5.8%
녹지대 3
 
2.9%
거리 2
 
1.9%
차없는 2
 
1.9%
생태공원 2
 
1.9%
나루마을마당 1
 
1.0%
파밀리에소공원 1
 
1.0%
신풍역소공원 1
 
1.0%
꽃담소공원 1
 
1.0%
Other values (78) 78
75.7%
2023-12-12T17:51:23.100446image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
마 44
 
7.9%
공 32
 
5.7%
원 31
 
5.6%
당 23
 
4.1%
을 21
 
3.8%
20
 
3.6%
린 18
 
3.2%
이 17
 
3.0%
어 15
 
2.7%
지 14
 
2.5%
Other values (143) 323
57.9%

Most occurring categories

ValueCountFrequency (%)
Other Letter 526
94.3%
Space Separator 20
 
3.6%
Decimal Number 8
 
1.4%
Open Punctuation 1
 
0.2%
Close Punctuation 1
 
0.2%
Other Punctuation 1
 
0.2%
Uppercase Letter 1
 
0.2%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
마 44
 
8.4%
공 32
 
6.1%
원 31
 
5.9%
당 23
 
4.4%
을 21
 
4.0%
린 18
 
3.4%
이 17
 
3.2%
어 15
 
2.9%
지 14
 
2.7%
소 12
 
2.3%
Other values (134) 299
56.8%
Decimal Number
ValueCountFrequency (%)
2 5
62.5%
1 1
 
12.5%
7 1
 
12.5%
3 1
 
12.5%
Space Separator
ValueCountFrequency (%)
20
100.0%
Open Punctuation
ValueCountFrequency (%)
( 1
100.0%
Close Punctuation
ValueCountFrequency (%)
) 1
100.0%
Other Punctuation
ValueCountFrequency (%)
․ 1
100.0%
Uppercase Letter
ValueCountFrequency (%)
A 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 526
94.3%
Common 31
 
5.6%
Latin 1
 
0.2%

Most frequent character per script

Hangul
ValueCountFrequency (%)
마 44
 
8.4%
공 32
 
6.1%
원 31
 
5.9%
당 23
 
4.4%
을 21
 
4.0%
린 18
 
3.4%
이 17
 
3.2%
어 15
 
2.9%
지 14
 
2.7%
소 12
 
2.3%
Other values (134) 299
56.8%
Common
ValueCountFrequency (%)
20
64.5%
2 5
 
16.1%
1 1
 
3.2%
( 1
 
3.2%
) 1
 
3.2%
7 1
 
3.2%
3 1
 
3.2%
․ 1
 
3.2%
Latin
ValueCountFrequency (%)
A 1
100.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 526
94.3%
ASCII 31
 
5.6%
Punctuation 1
 
0.2%

Most frequent character per block

Hangul
ValueCountFrequency (%)
마 44
 
8.4%
공 32
 
6.1%
원 31
 
5.9%
당 23
 
4.4%
을 21
 
4.0%
린 18
 
3.4%
이 17
 
3.2%
어 15
 
2.9%
지 14
 
2.7%
소 12
 
2.3%
Other values (134) 299
56.8%
ASCII
ValueCountFrequency (%)
20
64.5%
2 5
 
16.1%
1 1
 
3.2%
( 1
 
3.2%
) 1
 
3.2%
7 1
 
3.2%
3 1
 
3.2%
A 1
 
3.2%
Punctuation
ValueCountFrequency (%)
․ 1
100.0%

Unnamed: 3
Text

MISSING 

Distinct79
Distinct (%)98.8%
Missing17
Missing (%)17.5%
Memory size908.0 B
2023-12-12T17:51:23.484377image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length13
Median length11
Mean length9.05
Min length3

Characters and Unicode

Total characters724
Distinct characters46
Distinct categories7 ?
Distinct scripts2 ?
Distinct blocks3 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique78 ?
Unique (%)97.5%

Sample

1st row위 치
2nd row신정교～오목교
3rd row오목교～목동교
4th row목동교～양평교
5th row양평교～양화교
ValueCountFrequency (%)
4가 3
 
2.3%
신길동 3
 
2.3%
문래동 3
 
2.3%
도림2동 3
 
2.3%
양평5가 2
 
1.6%
양평2동 2
 
1.6%
신길1동 2
 
1.6%
3가 2
 
1.6%
당산1동 2
 
1.6%
문래동3가 2
 
1.6%
Other values (102) 105
81.4%
2023-12-12T17:51:24.024194image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
동 70
 
9.7%
1 60
 
8.3%
2 56
 
7.7%
49
 
6.8%
3 47
 
6.5%
- 43
 
5.9%
4 34
 
4.7%
6 34
 
4.7%
5 33
 
4.6%
신 24
 
3.3%
Other values (36) 274
37.8%

Most occurring categories

ValueCountFrequency (%)
Decimal Number 333
46.0%
Other Letter 293
40.5%
Space Separator 49
 
6.8%
Dash Punctuation 43
 
5.9%
Math Symbol 4
 
0.6%
Close Punctuation 1
 
0.1%
Open Punctuation 1
 
0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
동 70
23.9%
신 24
 
8.2%
가 24
 
8.2%
길 23
 
7.8%
림 18
 
6.1%
대 13
 
4.4%
양 13
 
4.4%
평 11
 
3.8%
도 10
 
3.4%
외 9
 
3.1%
Other values (21) 78
26.6%
Decimal Number
ValueCountFrequency (%)
1 60
18.0%
2 56
16.8%
3 47
14.1%
4 34
10.2%
6 34
10.2%
5 33
9.9%
8 20
 
6.0%
7 20
 
6.0%
9 15
 
4.5%
0 14
 
4.2%
Space Separator
ValueCountFrequency (%)
49
100.0%
Dash Punctuation
ValueCountFrequency (%)
- 43
100.0%
Math Symbol
ValueCountFrequency (%)
～ 4
100.0%
Close Punctuation
ValueCountFrequency (%)
) 1
100.0%
Open Punctuation
ValueCountFrequency (%)
( 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common 431
59.5%
Hangul 293
40.5%

Most frequent character per script

Hangul
ValueCountFrequency (%)
동 70
23.9%
신 24
 
8.2%
가 24
 
8.2%
길 23
 
7.8%
림 18
 
6.1%
대 13
 
4.4%
양 13
 
4.4%
평 11
 
3.8%
도 10
 
3.4%
외 9
 
3.1%
Other values (21) 78
26.6%
Common
ValueCountFrequency (%)
1 60
13.9%
2 56
13.0%
49
11.4%
3 47
10.9%
- 43
10.0%
4 34
7.9%
6 34
7.9%
5 33
7.7%
8 20
 
4.6%
7 20
 
4.6%
Other values (5) 35
8.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII 427
59.0%
Hangul 293
40.5%
None 4
 
0.6%

Most frequent character per block

Hangul
ValueCountFrequency (%)
동 70
23.9%
신 24
 
8.2%
가 24
 
8.2%
길 23
 
7.8%
림 18
 
6.1%
대 13
 
4.4%
양 13
 
4.4%
평 11
 
3.8%
도 10
 
3.4%
외 9
 
3.1%
Other values (21) 78
26.6%
ASCII
ValueCountFrequency (%)
1 60
14.1%
2 56
13.1%
49
11.5%
3 47
11.0%
- 43
10.1%
4 34
8.0%
6 34
8.0%
5 33
7.7%
8 20
 
4.7%
7 20
 
4.7%
Other values (4) 31
7.3%
None
ValueCountFrequency (%)
～ 4
100.0%

Unnamed: 4
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing13
Missing (%)13.4%
Memory size908.0 B

Unnamed: 5
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing9
Missing (%)9.3%
Memory size908.0 B

Unnamed: 6
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing8
Missing (%)8.2%
Memory size908.0 B

Unnamed: 7
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing89
Missing (%)91.8%
Memory size908.0 B

Unnamed: 8
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing81
Missing (%)83.5%
Memory size908.0 B

Unnamed: 9
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing84
Missing (%)86.6%
Memory size908.0 B

Unnamed: 10
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing82
Missing (%)84.5%
Memory size908.0 B

Unnamed: 11
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing88
Missing (%)90.7%
Memory size908.0 B

Unnamed: 12
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing88
Missing (%)90.7%
Memory size908.0 B

Unnamed: 13
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing90
Missing (%)92.8%
Memory size908.0 B

Unnamed: 14
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing8
Missing (%)8.2%
Memory size908.0 B

Unnamed: 15
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing36
Missing (%)37.1%
Memory size908.0 B

Unnamed: 16
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing44
Missing (%)45.4%
Memory size908.0 B

Unnamed: 17
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing66
Missing (%)68.0%
Memory size908.0 B

Unnamed: 18
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing49
Missing (%)50.5%
Memory size908.0 B

Unnamed: 19
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing33
Missing (%)34.0%
Memory size908.0 B

Unnamed: 20
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing48
Missing (%)49.5%
Memory size908.0 B

Unnamed: 21
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing74
Missing (%)76.3%
Memory size908.0 B

Unnamed: 22
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing76
Missing (%)78.4%
Memory size908.0 B

Unnamed: 23
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing43
Missing (%)44.3%
Memory size908.0 B

Unnamed: 24
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing73
Missing (%)75.3%
Memory size908.0 B

Unnamed: 25
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing71
Missing (%)73.2%
Memory size908.0 B

Unnamed: 26
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing73
Missing (%)75.3%
Memory size908.0 B

Unnamed: 27
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing68
Missing (%)70.1%
Memory size908.0 B

Unnamed: 28
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing85
Missing (%)87.6%
Memory size908.0 B

Unnamed: 29
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing81
Missing (%)83.5%
Memory size908.0 B

Unnamed: 30
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing86
Missing (%)88.7%
Memory size908.0 B

Unnamed: 31
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing70
Missing (%)72.2%
Memory size908.0 B

Unnamed: 32
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing9
Missing (%)9.3%
Memory size908.0 B

Unnamed: 33
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing63
Missing (%)64.9%
Memory size908.0 B

Unnamed: 34
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing75
Missing (%)77.3%
Memory size908.0 B

Unnamed: 35
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing72
Missing (%)74.2%
Memory size908.0 B

Unnamed: 36
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing82
Missing (%)84.5%
Memory size908.0 B

Unnamed: 37
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing65
Missing (%)67.0%
Memory size908.0 B

Unnamed: 38
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing97
Missing (%)100.0%
Memory size1005.0 B

Unnamed: 39
Categorical

IMBALANCE 

Distinct3
Distinct (%)3.1%
Missing0
Missing (%)0.0%
Memory size908.0 B
<NA>
82 
1
14 
586
 
1

Length

Max length4
Median length4
Mean length3.556701
Min length1

Unique

Unique1 ?
Unique (%)1.0%

Sample

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

Common Values

ValueCountFrequency (%)
<NA> 82
84.5%
1 14
 
14.4%
586 1
 
1.0%

Length

2023-12-12T17:51:24.199510image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-12T17:51:24.326345image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
na 82
84.5%
1 14
 
14.4%
586 1
 
1.0%

Sample

Unnamed: 0(2018 야외 체육시설 현황)Unnamed: 2Unnamed: 3Unnamed: 4Unnamed: 5Unnamed: 6Unnamed: 7Unnamed: 8Unnamed: 9Unnamed: 10Unnamed: 11Unnamed: 12Unnamed: 13Unnamed: 14Unnamed: 15Unnamed: 16Unnamed: 17Unnamed: 18Unnamed: 19Unnamed: 20Unnamed: 21Unnamed: 22Unnamed: 23Unnamed: 24Unnamed: 25Unnamed: 26Unnamed: 27Unnamed: 28Unnamed: 29Unnamed: 30Unnamed: 31Unnamed: 32Unnamed: 33Unnamed: 34Unnamed: 35Unnamed: 36Unnamed: 37Unnamed: 38Unnamed: 39
0<NA><NA>72개소<NA>NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN2018. 12월 기준NaNNaNNaNNaNNaNNaNNaN<NA><NA>
1<NA>구 분<NA>위 치면 적총 계운 동 장NaNNaNNaNNaNNaNNaNNaN운 동 기 구NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN<NA><NA>
2<NA><NA><NA><NA>NaNNaN소\n\n계인라인스케이트장배드민턴장농 구 장게이트볼장족 구 장축 구 장테니스장소\n\n계신 형NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN소\n\n계구 형NaNNaNNaNNaN<NA><NA>
3<NA><NA><NA><NA>NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN<NA><NA>
4<NA><NA><NA><NA>NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN하늘걷기역기올리기역기내리기마라톤운동옆파도타기온몸근육풀기노 젖 기어깨근육풀기허리돌리기다리뻗치기등허리지압기윗몸일으키기양팔줄당기기자유평행봉자유철봉매달리기기 타NaN허리돌리기윗몸일으키기평 행 봉팔굽혀펴기기 타<NA><NA>
5<NA><NA><NA><NA>NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN<NA><NA>
6<NA><NA><NA><NA>NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN<NA><NA>
7<NA><NA><NA><NA>NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN<NA><NA>
8<NA>총 계<NA><NA>822928.2854360225711058667563150775118167121241925483452325934331393<NA>586
9<NA>안양천·도림천소 계<NA>4779511120000000NaN58782210540760302200541187325<NA><NA>
Unnamed: 0(2018 야외 체육시설 현황)Unnamed: 2Unnamed: 3Unnamed: 4Unnamed: 5Unnamed: 6Unnamed: 7Unnamed: 8Unnamed: 9Unnamed: 10Unnamed: 11Unnamed: 12Unnamed: 13Unnamed: 14Unnamed: 15Unnamed: 16Unnamed: 17Unnamed: 18Unnamed: 19Unnamed: 20Unnamed: 21Unnamed: 22Unnamed: 23Unnamed: 24Unnamed: 25Unnamed: 26Unnamed: 27Unnamed: 28Unnamed: 29Unnamed: 30Unnamed: 31Unnamed: 32Unnamed: 33Unnamed: 34Unnamed: 35Unnamed: 36Unnamed: 37Unnamed: 38Unnamed: 39
8715<NA>한마음마을마당도림2동182-6외110030NaNNaNNaNNaNNaNNaNNaN3NaNNaNNaN11NaNNaNNaN1NaNNaNNaNNaNNaNNaNNaNNaN0NaNNaNNaNNaNNaN<NA><NA>
8816<NA>한솔솔파크대림동1123-1외3972140NaNNaNNaNNaNNaNNaNNaN141111111NaN1NaN211NaN1NaN10NaNNaNNaNNaNNaN<NA><NA>
8917<NA>두산위브영등포동649-1645.820NaNNaNNaNNaNNaNNaNNaN0NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN2NaNNaN1NaN1<NA><NA>
9018<NA>버들길마을마당신길6동3203-218450NaNNaNNaNNaNNaNNaNNaN31NaNNaNNaN11NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN2NaN1NaNNaN1<NA><NA>
9119<NA>양평마을마당양평동2가 41-51109.580NaNNaNNaNNaNNaNNaNNaN8NaN111NaN11NaN1NaN1NaN1NaNNaNNaNNaN0NaNNaNNaNNaNNaN<NA><NA>
9220<NA>선유봉마을마당양평동4가 287-636020NaNNaNNaNNaNNaNNaNNaN2NaNNaNNaNNaN1NaNNaNNaN1NaNNaNNaNNaNNaNNaNNaNNaN0NaNNaNNaNNaNNaN<NA><NA>
9321<NA>쌈지마을마당대림2동 990-69172.240NaNNaNNaNNaNNaNNaNNaN41NaNNaNNaNNaNNaNNaN11NaNNaNNaN1NaNNaNNaNNaN0NaNNaNNaNNaNNaN<NA><NA>
9421<NA>신광마을마당신길1동 159-229330NaNNaNNaNNaNNaNNaNNaN3NaNNaNNaNNaNNaN1NaNNaNNaNNaNNaNNaN1NaNNaNNaN10NaNNaNNaNNaNNaN<NA><NA>
95<NA><NA><NA><NA>NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN<NA><NA>
96<NA>송산조경건설(02-3661-0531) / 한양그린파크 2619-2008 / 디자인파크개발 (02-706-9775) / 경일(02-648-8000) / KLS(02-2678-2178) / 천지(02-388-2707) / 청양조경( 031-996-4936) / 승리체육산업(02-833-2355) / 제일체육공사(031-947-2091) / 다우레포츠(풍국)(02-982-8805) / 조인존(02-889-8787) / 씨엔씨조경(031-792-1110) / 명진기업(02-2635-3302) / 형진조경(02-592-1545)<NA><NA>NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN<NA><NA>

Duplicate rows

Most frequently occurring

Unnamed: 0(2018 야외 체육시설 현황)Unnamed: 2Unnamed: 3Unnamed: 39# duplicates
0<NA><NA><NA><NA><NA>7