Overview

Dataset statistics

Number of variables39
Number of observations309
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory105.7 KiB
Average record size in memory350.4 B

Variable types

DateTime1
Numeric25
Categorical13

Dataset

Description인천환경공단 송도사업소 주민편익시설 연도별 운영데이터로 현재 주민편익시설 운영과 관리현황에 관련한 데이터를 상시 제공하고 있음 (운영 기간동안 휴관일, 명절 및 기타 공휴일 등에 따른 일부 데이터 미기재)
URLhttps://www.data.go.kr/data/3069695/fileData.do

Alerts

테니스장이용인원 has constant value ""Constant
잠수풀이용팀 has constant value ""Constant
골프장이용팀_파트3 has constant value ""Constant
연습장이용인원팀 has constant value ""Constant
남성회원가입인원 has constant value ""Constant
여성회원가입인원 has constant value ""Constant
남성재발급인원 has constant value ""Constant
여성재발급인원 has constant value ""Constant
기타수입_고물판매 has constant value ""Constant
캠핑장대형_절반_금액 is highly imbalanced (59.0%)Imbalance
피크닉_경로_미성년_절반_인원 is highly imbalanced (65.9%)Imbalance
피크닉_경로_미성년_절반_금액 is highly imbalanced (65.9%)Imbalance
일자 has unique valuesUnique
골프장연습장인원 has 16 (5.2%) zerosZeros
골프장매출현금 has 69 (22.3%) zerosZeros
골프장매출카드 has 16 (5.2%) zerosZeros
골프장매출합계 has 28 (9.1%) zerosZeros
골프장_인원_파트3 has 35 (11.3%) zerosZeros
골프장_매출현금_파트3 has 99 (32.0%) zerosZeros
골프장_매출카드_파트3 has 35 (11.3%) zerosZeros
골프장_매출합계_파트3 has 51 (16.5%) zerosZeros
축구장이용인원 has 244 (79.0%) zerosZeros
야외시설이용인원 has 94 (30.4%) zerosZeros
인공암장이용팀 has 120 (38.8%) zerosZeros
현금매출금액 has 24 (7.8%) zerosZeros
캠핌장소형_인원 has 79 (25.6%) zerosZeros
갬핑장소형_금액 has 79 (25.6%) zerosZeros
캠핑장소형_절반_인원 has 196 (63.4%) zerosZeros
캠핑장소형_절반_금액 has 196 (63.4%) zerosZeros
캠핑장대형_인원 has 123 (39.8%) zerosZeros
캠핑장대형_금액 has 123 (39.8%) zerosZeros
피크닉_일반_인원 has 92 (29.8%) zerosZeros
피크닉_일반_금액 has 92 (29.8%) zerosZeros
피크닉_경로_미성년_인원 has 118 (38.2%) zerosZeros
피크닉_경로_미성년_금액 has 118 (38.2%) zerosZeros
피크닉_일반_절반_인원 has 253 (81.9%) zerosZeros
피크닉_일반_절반_금액 has 253 (81.9%) zerosZeros

Reproduction

Analysis started2023-12-12 22:14:45.131846
Analysis finished2023-12-12 22:14:45.505197
Duration0.37 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

일자
Date

UNIQUE 

Distinct309
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size2.5 KiB
Minimum2022-01-02 00:00:00
Maximum2022-12-31 00:00:00
2023-12-13T07:14:45.579365image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-13T07:14:45.739992image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)

골프장연습장인원
Real number (ℝ)

ZEROS 

Distinct74
Distinct (%)23.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean30.724919
Minimum0
Maximum79
Zeros16
Zeros (%)5.2%
Negative0
Negative (%)0.0%
Memory size2.8 KiB
2023-12-13T07:14:45.883284image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0.4
Q118
median29
Q344
95-th percentile66.6
Maximum79
Range79
Interquartile range (IQR)26

Descriptive statistics

Standard deviation19.243115
Coefficient of variation (CV)0.62630318
Kurtosis-0.41614301
Mean30.724919
Median Absolute Deviation (MAD)13
Skewness0.44984008
Sum9494
Variance370.29746
MonotonicityNot monotonic
2023-12-13T07:14:46.021343image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 16
 
5.2%
19 12
 
3.9%
33 11
 
3.6%
26 9
 
2.9%
44 9
 
2.9%
30 9
 
2.9%
31 8
 
2.6%
34 8
 
2.6%
20 8
 
2.6%
28 7
 
2.3%
Other values (64) 212
68.6%
ValueCountFrequency (%)
0 16
5.2%
1 3
 
1.0%
2 2
 
0.6%
3 4
 
1.3%
6 6
 
1.9%
7 7
2.3%
8 5
 
1.6%
9 2
 
0.6%
10 7
2.3%
11 3
 
1.0%
ValueCountFrequency (%)
79 1
 
0.3%
78 1
 
0.3%
77 1
 
0.3%
75 2
0.6%
74 1
 
0.3%
73 2
0.6%
72 3
1.0%
71 1
 
0.3%
68 2
0.6%
67 2
0.6%

골프장매출현금
Real number (ℝ)

ZEROS 

Distinct23
Distinct (%)7.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean15660.194
Minimum0
Maximum69000
Zeros69
Zeros (%)22.3%
Negative0
Negative (%)0.0%
Memory size2.8 KiB
2023-12-13T07:14:46.157863image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q13000
median15000
Q324000
95-th percentile45000
Maximum69000
Range69000
Interquartile range (IQR)21000

Descriptive statistics

Standard deviation13997.37
Coefficient of variation (CV)0.89381841
Kurtosis0.90971033
Mean15660.194
Median Absolute Deviation (MAD)9000
Skewness0.98411549
Sum4839000
Variance1.9592636 × 108
MonotonicityNot monotonic
2023-12-13T07:14:46.285744image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=23)
ValueCountFrequency (%)
0 69
22.3%
9000 30
9.7%
15000 27
 
8.7%
18000 27
 
8.7%
21000 22
 
7.1%
24000 22
 
7.1%
12000 21
 
6.8%
3000 17
 
5.5%
27000 14
 
4.5%
6000 12
 
3.9%
Other values (13) 48
15.5%
ValueCountFrequency (%)
0 69
22.3%
3000 17
 
5.5%
6000 12
 
3.9%
9000 30
9.7%
12000 21
 
6.8%
15000 27
 
8.7%
18000 27
 
8.7%
21000 22
 
7.1%
24000 22
 
7.1%
27000 14
 
4.5%
ValueCountFrequency (%)
69000 1
 
0.3%
63000 1
 
0.3%
60000 1
 
0.3%
57000 1
 
0.3%
54000 2
 
0.6%
51000 3
1.0%
48000 4
1.3%
45000 4
1.3%
42000 1
 
0.3%
39000 6
1.9%

골프장매출카드
Real number (ℝ)

ZEROS 

Distinct140
Distinct (%)45.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean208847.9
Minimum0
Maximum636000
Zeros16
Zeros (%)5.2%
Negative0
Negative (%)0.0%
Memory size2.8 KiB
2023-12-13T07:14:46.445522image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile1200
Q1117000
median189000
Q3288000
95-th percentile451800
Maximum636000
Range636000
Interquartile range (IQR)171000

Descriptive statistics

Standard deviation130619.92
Coefficient of variation (CV)0.62543088
Kurtosis-0.12309791
Mean208847.9
Median Absolute Deviation (MAD)87000
Skewness0.52015457
Sum64534000
Variance1.7061564 × 1010
MonotonicityNot monotonic
2023-12-13T07:14:46.613545image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 16
 
5.2%
177000 6
 
1.9%
255000 5
 
1.6%
288000 5
 
1.6%
168000 5
 
1.6%
141000 5
 
1.6%
189000 5
 
1.6%
198000 5
 
1.6%
216000 4
 
1.3%
183000 4
 
1.3%
Other values (130) 249
80.6%
ValueCountFrequency (%)
0 16
5.2%
3000 1
 
0.3%
6000 2
 
0.6%
9000 1
 
0.3%
15000 1
 
0.3%
24000 1
 
0.3%
27000 2
 
0.6%
30000 1
 
0.3%
36000 1
 
0.3%
42000 2
 
0.6%
ValueCountFrequency (%)
636000 1
0.3%
594000 1
0.3%
570000 1
0.3%
522000 1
0.3%
498000 2
0.6%
483000 1
0.3%
477000 1
0.3%
471000 2
0.6%
465000 1
0.3%
462000 1
0.3%

골프장매출합계
Real number (ℝ)

ZEROS 

Distinct144
Distinct (%)46.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean221411
Minimum0
Maximum660000
Zeros28
Zeros (%)9.1%
Negative0
Negative (%)0.0%
Memory size2.8 KiB
2023-12-13T07:14:46.762176image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q1129000
median207000
Q3312000
95-th percentile481800
Maximum660000
Range660000
Interquartile range (IQR)183000

Descriptive statistics

Standard deviation142054.87
Coefficient of variation (CV)0.64158904
Kurtosis-0.29676292
Mean221411
Median Absolute Deviation (MAD)96000
Skewness0.39905933
Sum68416000
Variance2.0179587 × 1010
MonotonicityNot monotonic
2023-12-13T07:14:46.910491image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 28
 
9.1%
189000 6
 
1.9%
156000 6
 
1.9%
141000 6
 
1.9%
216000 6
 
1.9%
177000 5
 
1.6%
195000 5
 
1.6%
207000 5
 
1.6%
213000 5
 
1.6%
174000 4
 
1.3%
Other values (134) 233
75.4%
ValueCountFrequency (%)
0 28
9.1%
3000 1
 
0.3%
6000 1
 
0.3%
15000 1
 
0.3%
27000 1
 
0.3%
30000 1
 
0.3%
39000 1
 
0.3%
45000 2
 
0.6%
48000 3
 
1.0%
51000 2
 
0.6%
ValueCountFrequency (%)
660000 1
0.3%
621000 1
0.3%
588000 1
0.3%
561000 1
0.3%
531000 1
0.3%
507000 2
0.6%
501000 1
0.3%
498000 2
0.6%
495000 1
0.3%
492000 1
0.3%

골프장_인원_파트3
Real number (ℝ)

ZEROS 

Distinct172
Distinct (%)55.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean131.75728
Minimum0
Maximum317
Zeros35
Zeros (%)11.3%
Negative0
Negative (%)0.0%
Memory size2.8 KiB
2023-12-13T07:14:47.078816image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q149
median139
Q3204
95-th percentile292
Maximum317
Range317
Interquartile range (IQR)155

Descriptive statistics

Standard deviation92.203311
Coefficient of variation (CV)0.6997967
Kurtosis-1.0696272
Mean131.75728
Median Absolute Deviation (MAD)76
Skewness0.063883124
Sum40713
Variance8501.4506
MonotonicityNot monotonic
2023-12-13T07:14:47.234399image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 35
 
11.3%
205 5
 
1.6%
181 5
 
1.6%
133 4
 
1.3%
117 4
 
1.3%
232 4
 
1.3%
184 4
 
1.3%
227 4
 
1.3%
172 4
 
1.3%
177 4
 
1.3%
Other values (162) 236
76.4%
ValueCountFrequency (%)
0 35
11.3%
2 4
 
1.3%
3 1
 
0.3%
4 3
 
1.0%
5 1
 
0.3%
7 1
 
0.3%
8 2
 
0.6%
9 1
 
0.3%
10 1
 
0.3%
12 3
 
1.0%
ValueCountFrequency (%)
317 2
0.6%
312 1
 
0.3%
310 1
 
0.3%
307 2
0.6%
305 3
1.0%
304 1
 
0.3%
302 1
 
0.3%
298 1
 
0.3%
297 1
 
0.3%
296 1
 
0.3%

골프장_매출현금_파트3
Real number (ℝ)

ZEROS 

Distinct79
Distinct (%)25.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean64588.997
Minimum0
Maximum442000
Zeros99
Zeros (%)32.0%
Negative0
Negative (%)0.0%
Memory size2.8 KiB
2023-12-13T07:14:47.399114image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median40000
Q3101000
95-th percentile206400
Maximum442000
Range442000
Interquartile range (IQR)101000

Descriptive statistics

Standard deviation75412.519
Coefficient of variation (CV)1.1675753
Kurtosis3.1416448
Mean64588.997
Median Absolute Deviation (MAD)40000
Skewness1.5881227
Sum19958000
Variance5.6870481 × 109
MonotonicityNot monotonic
2023-12-13T07:14:47.565546image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 99
32.0%
30000 18
 
5.8%
15000 13
 
4.2%
60000 11
 
3.6%
40000 8
 
2.6%
84000 6
 
1.9%
76000 6
 
1.9%
114000 6
 
1.9%
43000 6
 
1.9%
10000 5
 
1.6%
Other values (69) 131
42.4%
ValueCountFrequency (%)
0 99
32.0%
10000 5
 
1.6%
15000 13
 
4.2%
16000 3
 
1.0%
20000 2
 
0.6%
28000 5
 
1.6%
30000 18
 
5.8%
35000 1
 
0.3%
38000 3
 
1.0%
40000 8
 
2.6%
ValueCountFrequency (%)
442000 1
0.3%
387000 1
0.3%
314000 2
0.6%
312000 1
0.3%
286000 1
0.3%
272000 1
0.3%
254000 2
0.6%
230000 1
0.3%
228000 1
0.3%
215000 2
0.6%

골프장_매출카드_파트3
Real number (ℝ)

ZEROS 

Distinct265
Distinct (%)85.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2030807.4
Minimum0
Maximum5868000
Zeros35
Zeros (%)11.3%
Negative0
Negative (%)0.0%
Memory size2.8 KiB
2023-12-13T07:14:47.719921image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q1512000
median1889000
Q32863500
95-th percentile5323200
Maximum5868000
Range5868000
Interquartile range (IQR)2351500

Descriptive statistics

Standard deviation1662759.3
Coefficient of variation (CV)0.81876759
Kurtosis-0.57440428
Mean2030807.4
Median Absolute Deviation (MAD)1177500
Skewness0.57943012
Sum6.275195 × 108
Variance2.7647686 × 1012
MonotonicityNot monotonic
2023-12-13T07:14:47.866489image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 35
 
11.3%
30000 3
 
1.0%
693000 2
 
0.6%
1690500 2
 
0.6%
5162000 2
 
0.6%
561000 2
 
0.6%
2697000 2
 
0.6%
83000 2
 
0.6%
4294000 2
 
0.6%
4374000 2
 
0.6%
Other values (255) 255
82.5%
ValueCountFrequency (%)
0 35
11.3%
20000 1
 
0.3%
22500 1
 
0.3%
30000 3
 
1.0%
35000 1
 
0.3%
36000 1
 
0.3%
45000 1
 
0.3%
52500 1
 
0.3%
58000 1
 
0.3%
60000 1
 
0.3%
ValueCountFrequency (%)
5868000 1
0.3%
5828000 1
0.3%
5824000 1
0.3%
5770000 1
0.3%
5760000 1
0.3%
5706000 1
0.3%
5670000 1
0.3%
5660000 1
0.3%
5616000 1
0.3%
5610000 1
0.3%

골프장_매출합계_파트3
Real number (ℝ)

ZEROS 

Distinct248
Distinct (%)80.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2069258.9
Minimum0
Maximum6032000
Zeros51
Zeros (%)16.5%
Negative0
Negative (%)0.0%
Memory size2.8 KiB
2023-12-13T07:14:48.016720image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q1420000
median1958000
Q32919000
95-th percentile5541200
Maximum6032000
Range6032000
Interquartile range (IQR)2499000

Descriptive statistics

Standard deviation1728199.6
Coefficient of variation (CV)0.83517803
Kurtosis-0.61374552
Mean2069258.9
Median Absolute Deviation (MAD)1267500
Skewness0.55418854
Sum6.39401 × 108
Variance2.9866737 × 1012
MonotonicityNot monotonic
2023-12-13T07:14:48.195829image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 51
 
16.5%
4334000 3
 
1.0%
5824000 2
 
0.6%
5806000 2
 
0.6%
1038500 2
 
0.6%
522000 2
 
0.6%
1502000 2
 
0.6%
2839000 2
 
0.6%
30000 2
 
0.6%
83000 2
 
0.6%
Other values (238) 239
77.3%
ValueCountFrequency (%)
0 51
16.5%
20000 1
 
0.3%
30000 2
 
0.6%
35000 1
 
0.3%
58000 1
 
0.3%
60000 1
 
0.3%
75000 1
 
0.3%
83000 2
 
0.6%
86000 1
 
0.3%
96000 1
 
0.3%
ValueCountFrequency (%)
6032000 1
0.3%
6020000 1
0.3%
5980000 1
0.3%
5850000 1
0.3%
5824000 2
0.6%
5820000 1
0.3%
5806000 2
0.6%
5784000 1
0.3%
5754000 1
0.3%
5704000 1
0.3%

축구장이용인원
Real number (ℝ)

ZEROS 

Distinct21
Distinct (%)6.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean8.7475728
Minimum0
Maximum65
Zeros244
Zeros (%)79.0%
Negative0
Negative (%)0.0%
Memory size2.8 KiB
2023-12-13T07:14:48.317951image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile55
Maximum65
Range65
Interquartile range (IQR)0

Descriptive statistics

Standard deviation18.128
Coefficient of variation (CV)2.0723463
Kurtosis2.0609153
Mean8.7475728
Median Absolute Deviation (MAD)0
Skewness1.8652925
Sum2703
Variance328.62439
MonotonicityNot monotonic
2023-12-13T07:14:48.687887image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=21)
ValueCountFrequency (%)
0 244
79.0%
30 16
 
5.2%
60 12
 
3.9%
40 6
 
1.9%
50 5
 
1.6%
55 4
 
1.3%
20 3
 
1.0%
35 3
 
1.0%
65 2
 
0.6%
24 2
 
0.6%
Other values (11) 12
 
3.9%
ValueCountFrequency (%)
0 244
79.0%
20 3
 
1.0%
22 2
 
0.6%
24 2
 
0.6%
25 1
 
0.3%
30 16
 
5.2%
32 1
 
0.3%
33 1
 
0.3%
34 1
 
0.3%
35 3
 
1.0%
ValueCountFrequency (%)
65 2
 
0.6%
62 1
 
0.3%
60 12
3.9%
55 4
 
1.3%
53 1
 
0.3%
50 5
1.6%
48 1
 
0.3%
45 1
 
0.3%
40 6
1.9%
38 1
 
0.3%

테니스장이용인원
Categorical

CONSTANT 

Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size2.5 KiB
0
309 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 309
100.0%

Length

2023-12-13T07:14:48.816282image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T07:14:48.900551image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 309
100.0%

야외시설이용인원
Real number (ℝ)

ZEROS 

Distinct30
Distinct (%)9.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6.184466
Minimum0
Maximum43
Zeros94
Zeros (%)30.4%
Negative0
Negative (%)0.0%
Memory size2.8 KiB
2023-12-13T07:14:48.980789image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median4
Q310
95-th percentile20
Maximum43
Range43
Interquartile range (IQR)10

Descriptive statistics

Standard deviation7.3211323
Coefficient of variation (CV)1.1837938
Kurtosis3.7549791
Mean6.184466
Median Absolute Deviation (MAD)4
Skewness1.6745815
Sum1911
Variance53.598979
MonotonicityNot monotonic
2023-12-13T07:14:49.098461image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=30)
ValueCountFrequency (%)
0 94
30.4%
2 33
 
10.7%
4 19
 
6.1%
6 13
 
4.2%
9 13
 
4.2%
3 13
 
4.2%
10 12
 
3.9%
5 12
 
3.9%
1 12
 
3.9%
7 10
 
3.2%
Other values (20) 78
25.2%
ValueCountFrequency (%)
0 94
30.4%
1 12
 
3.9%
2 33
 
10.7%
3 13
 
4.2%
4 19
 
6.1%
5 12
 
3.9%
6 13
 
4.2%
7 10
 
3.2%
8 8
 
2.6%
9 13
 
4.2%
ValueCountFrequency (%)
43 1
 
0.3%
42 1
 
0.3%
33 1
 
0.3%
28 2
 
0.6%
27 1
 
0.3%
24 2
 
0.6%
23 1
 
0.3%
22 1
 
0.3%
21 3
1.0%
20 6
1.9%

잠수풀이용팀
Categorical

CONSTANT 

Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size2.5 KiB
0
309 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 309
100.0%

Length

2023-12-13T07:14:49.217316image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T07:14:49.297992image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 309
100.0%

인공암장이용팀
Real number (ℝ)

ZEROS 

Distinct26
Distinct (%)8.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4.8932039
Minimum0
Maximum26
Zeros120
Zeros (%)38.8%
Negative0
Negative (%)0.0%
Memory size2.8 KiB
2023-12-13T07:14:49.380947image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median3
Q38
95-th percentile16.6
Maximum26
Range26
Interquartile range (IQR)8

Descriptive statistics

Standard deviation5.7714804
Coefficient of variation (CV)1.1794891
Kurtosis1.1224783
Mean4.8932039
Median Absolute Deviation (MAD)3
Skewness1.2644147
Sum1512
Variance33.309986
MonotonicityNot monotonic
2023-12-13T07:14:49.488623image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=26)
ValueCountFrequency (%)
0 120
38.8%
2 29
 
9.4%
6 18
 
5.8%
8 15
 
4.9%
4 14
 
4.5%
5 14
 
4.5%
7 13
 
4.2%
10 12
 
3.9%
3 11
 
3.6%
12 9
 
2.9%
Other values (16) 54
17.5%
ValueCountFrequency (%)
0 120
38.8%
1 4
 
1.3%
2 29
 
9.4%
3 11
 
3.6%
4 14
 
4.5%
5 14
 
4.5%
6 18
 
5.8%
7 13
 
4.2%
8 15
 
4.9%
9 8
 
2.6%
ValueCountFrequency (%)
26 1
 
0.3%
24 1
 
0.3%
23 2
0.6%
22 2
0.6%
21 1
 
0.3%
20 3
1.0%
19 3
1.0%
18 1
 
0.3%
17 2
0.6%
16 3
1.0%

골프장이용팀_파트3
Categorical

CONSTANT 

Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size2.5 KiB
0
309 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 309
100.0%

Length

2023-12-13T07:14:49.592413image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T07:14:49.693037image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 309
100.0%

연습장이용인원팀
Categorical

CONSTANT 

Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size2.5 KiB
0
309 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 309
100.0%

Length

2023-12-13T07:14:49.799968image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T07:14:49.882168image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 309
100.0%

남성회원가입인원
Categorical

CONSTANT 

Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size2.5 KiB
0
309 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 309
100.0%

Length

2023-12-13T07:14:49.972196image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T07:14:50.045995image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 309
100.0%

여성회원가입인원
Categorical

CONSTANT 

Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size2.5 KiB
0
309 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 309
100.0%

Length

2023-12-13T07:14:50.130435image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T07:14:50.213879image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 309
100.0%

남성재발급인원
Categorical

CONSTANT 

Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size2.5 KiB
0
309 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 309
100.0%

Length

2023-12-13T07:14:50.302856image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T07:14:50.391742image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 309
100.0%

여성재발급인원
Categorical

CONSTANT 

Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size2.5 KiB
0
309 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 309
100.0%

Length

2023-12-13T07:14:50.473628image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T07:14:50.558462image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 309
100.0%

현금매출금액
Real number (ℝ)

ZEROS 

Distinct128
Distinct (%)41.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean74029.126
Minimum0
Maximum349000
Zeros24
Zeros (%)7.8%
Negative0
Negative (%)0.0%
Memory size2.8 KiB
2023-12-13T07:14:50.656927image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q147000
median67000
Q396000
95-th percentile155600
Maximum349000
Range349000
Interquartile range (IQR)49000

Descriptive statistics

Standard deviation51496.524
Coefficient of variation (CV)0.69562518
Kurtosis7.0592823
Mean74029.126
Median Absolute Deviation (MAD)23000
Skewness1.8611066
Sum22875000
Variance2.651892 × 109
MonotonicityNot monotonic
2023-12-13T07:14:50.824146image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 24
 
7.8%
65000 10
 
3.2%
68000 8
 
2.6%
54000 7
 
2.3%
84000 6
 
1.9%
52000 6
 
1.9%
57000 6
 
1.9%
81000 5
 
1.6%
58000 5
 
1.6%
63000 5
 
1.6%
Other values (118) 227
73.5%
ValueCountFrequency (%)
0 24
7.8%
3000 3
 
1.0%
5000 1
 
0.3%
6000 2
 
0.6%
9000 2
 
0.6%
12000 1
 
0.3%
13000 1
 
0.3%
14000 1
 
0.3%
15000 1
 
0.3%
16000 1
 
0.3%
ValueCountFrequency (%)
349000 1
0.3%
348000 1
0.3%
299000 1
0.3%
297000 1
0.3%
277000 1
0.3%
243000 1
0.3%
200000 1
0.3%
186000 2
0.6%
184000 1
0.3%
168000 1
0.3%

카드매출금액
Real number (ℝ)

Distinct299
Distinct (%)96.8%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1422835
Minimum0
Maximum16575000
Zeros2
Zeros (%)0.6%
Negative0
Negative (%)0.0%
Memory size2.8 KiB
2023-12-13T07:14:50.964201image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile316000
Q1722000
median1165100
Q31937500
95-th percentile3021300
Maximum16575000
Range16575000
Interquartile range (IQR)1215500

Descriptive statistics

Standard deviation1229109.6
Coefficient of variation (CV)0.86384549
Kurtosis74.264085
Mean1422835
Median Absolute Deviation (MAD)517600
Skewness6.3710058
Sum4.39656 × 108
Variance1.5107103 × 1012
MonotonicityNot monotonic
2023-12-13T07:14:51.093028image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
950000 3
 
1.0%
1028000 2
 
0.6%
905000 2
 
0.6%
144000 2
 
0.6%
650500 2
 
0.6%
3216000 2
 
0.6%
690500 2
 
0.6%
1379500 2
 
0.6%
0 2
 
0.6%
3021000 1
 
0.3%
Other values (289) 289
93.5%
ValueCountFrequency (%)
0 2
0.6%
75000 1
0.3%
113000 1
0.3%
144000 2
0.6%
199000 1
0.3%
200000 1
0.3%
230000 1
0.3%
236000 1
0.3%
240500 1
0.3%
248000 1
0.3%
ValueCountFrequency (%)
16575000 1
0.3%
5287000 1
0.3%
3455000 1
0.3%
3216000 2
0.6%
3215500 1
0.3%
3201500 1
0.3%
3194500 1
0.3%
3168500 1
0.3%
3128500 1
0.3%
3095000 1
0.3%

캠핌장소형_인원
Real number (ℝ)

ZEROS 

Distinct51
Distinct (%)16.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean70.498382
Minimum0
Maximum232
Zeros79
Zeros (%)25.6%
Negative0
Negative (%)0.0%
Memory size2.8 KiB
2023-12-13T07:14:51.215910image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median44
Q3148
95-th percentile180
Maximum232
Range232
Interquartile range (IQR)148

Descriptive statistics

Standard deviation68.811224
Coefficient of variation (CV)0.97606814
Kurtosis-1.3251915
Mean70.498382
Median Absolute Deviation (MAD)44
Skewness0.50632204
Sum21784
Variance4734.9846
MonotonicityNot monotonic
2023-12-13T07:14:51.339372image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 79
25.6%
168 15
 
4.9%
28 14
 
4.5%
164 10
 
3.2%
160 10
 
3.2%
12 9
 
2.9%
24 9
 
2.9%
56 8
 
2.6%
32 8
 
2.6%
176 7
 
2.3%
Other values (41) 140
45.3%
ValueCountFrequency (%)
0 79
25.6%
4 5
 
1.6%
8 6
 
1.9%
12 9
 
2.9%
16 6
 
1.9%
20 5
 
1.6%
24 9
 
2.9%
28 14
 
4.5%
32 8
 
2.6%
36 5
 
1.6%
ValueCountFrequency (%)
232 1
 
0.3%
204 2
 
0.6%
192 5
 
1.6%
188 1
 
0.3%
184 2
 
0.6%
180 7
2.3%
176 7
2.3%
172 6
 
1.9%
168 15
4.9%
164 10
3.2%

갬핑장소형_금액
Real number (ℝ)

ZEROS 

Distinct100
Distinct (%)32.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean280462.78
Minimum0
Maximum918000
Zeros79
Zeros (%)25.6%
Negative0
Negative (%)0.0%
Memory size2.8 KiB
2023-12-13T07:14:51.469626image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median145000
Q3540000
95-th percentile799200
Maximum918000
Range918000
Interquartile range (IQR)540000

Descriptive statistics

Standard deviation294330.28
Coefficient of variation (CV)1.0494451
Kurtosis-1.0827156
Mean280462.78
Median Absolute Deviation (MAD)145000
Skewness0.67970844
Sum86663000
Variance8.6630314 × 1010
MonotonicityNot monotonic
2023-12-13T07:14:51.595629image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 79
25.6%
91000 12
 
3.9%
39000 9
 
2.9%
78000 8
 
2.6%
104000 8
 
2.6%
546000 6
 
1.9%
182000 6
 
1.9%
533000 6
 
1.9%
221000 5
 
1.6%
117000 5
 
1.6%
Other values (90) 165
53.4%
ValueCountFrequency (%)
0 79
25.6%
13000 5
 
1.6%
26000 5
 
1.6%
31000 1
 
0.3%
39000 9
 
2.9%
52000 4
 
1.3%
57000 2
 
0.6%
65000 4
 
1.3%
70000 1
 
0.3%
78000 8
 
2.6%
ValueCountFrequency (%)
918000 2
0.6%
864000 4
1.3%
846000 1
 
0.3%
834000 1
 
0.3%
829000 1
 
0.3%
828000 1
 
0.3%
810000 2
0.6%
805000 1
 
0.3%
800000 3
1.0%
798000 1
 
0.3%

캠핑장소형_절반_인원
Real number (ℝ)

ZEROS 

Distinct6
Distinct (%)1.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.5501618
Minimum0
Maximum20
Zeros196
Zeros (%)63.4%
Negative0
Negative (%)0.0%
Memory size2.8 KiB
2023-12-13T07:14:51.731126image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q34
95-th percentile12
Maximum20
Range20
Interquartile range (IQR)4

Descriptive statistics

Standard deviation4.21133
Coefficient of variation (CV)1.6513972
Kurtosis3.9628657
Mean2.5501618
Median Absolute Deviation (MAD)0
Skewness1.9768131
Sum788
Variance17.7353
MonotonicityNot monotonic
2023-12-13T07:14:51.886475image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
0 196
63.4%
4 63
 
20.4%
8 29
 
9.4%
12 12
 
3.9%
16 5
 
1.6%
20 4
 
1.3%
ValueCountFrequency (%)
0 196
63.4%
4 63
 
20.4%
8 29
 
9.4%
12 12
 
3.9%
16 5
 
1.6%
20 4
 
1.3%
ValueCountFrequency (%)
20 4
 
1.3%
16 5
 
1.6%
12 12
 
3.9%
8 29
 
9.4%
4 63
 
20.4%
0 196
63.4%

캠핑장소형_절반_금액
Real number (ℝ)

ZEROS 

Distinct16
Distinct (%)5.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5025.89
Minimum0
Maximum45000
Zeros196
Zeros (%)63.4%
Negative0
Negative (%)0.0%
Memory size2.8 KiB
2023-12-13T07:14:52.010049image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q36500
95-th percentile23500
Maximum45000
Range45000
Interquartile range (IQR)6500

Descriptive statistics

Standard deviation8582.9211
Coefficient of variation (CV)1.7077416
Kurtosis4.9479386
Mean5025.89
Median Absolute Deviation (MAD)0
Skewness2.1559402
Sum1553000
Variance73666535
MonotonicityNot monotonic
2023-12-13T07:14:52.128029image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=16)
ValueCountFrequency (%)
0 196
63.4%
6500 36
 
11.7%
9000 27
 
8.7%
18000 16
 
5.2%
13000 12
 
3.9%
27000 5
 
1.6%
19500 3
 
1.0%
36000 3
 
1.0%
22000 2
 
0.6%
24500 2
 
0.6%
Other values (6) 7
 
2.3%
ValueCountFrequency (%)
0 196
63.4%
6500 36
 
11.7%
9000 27
 
8.7%
13000 12
 
3.9%
15500 1
 
0.3%
18000 16
 
5.2%
19500 3
 
1.0%
22000 2
 
0.6%
24500 2
 
0.6%
26000 1
 
0.3%
ValueCountFrequency (%)
45000 1
 
0.3%
42500 2
 
0.6%
36000 3
1.0%
33500 1
 
0.3%
32500 1
 
0.3%
27000 5
1.6%
26000 1
 
0.3%
24500 2
 
0.6%
22000 2
 
0.6%
19500 3
1.0%

캠핑장대형_인원
Real number (ℝ)

ZEROS 

Distinct9
Distinct (%)2.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean22.135922
Minimum0
Maximum64
Zeros123
Zeros (%)39.8%
Negative0
Negative (%)0.0%
Memory size2.8 KiB
2023-12-13T07:14:52.264238image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median8
Q348
95-th percentile64
Maximum64
Range64
Interquartile range (IQR)48

Descriptive statistics

Standard deviation24.805627
Coefficient of variation (CV)1.1206051
Kurtosis-1.2482631
Mean22.135922
Median Absolute Deviation (MAD)8
Skewness0.65156766
Sum6840
Variance615.31913
MonotonicityNot monotonic
2023-12-13T07:14:52.404407image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=9)
ValueCountFrequency (%)
0 123
39.8%
64 40
 
12.9%
8 39
 
12.6%
56 32
 
10.4%
16 25
 
8.1%
24 16
 
5.2%
48 15
 
4.9%
32 11
 
3.6%
40 8
 
2.6%
ValueCountFrequency (%)
0 123
39.8%
8 39
 
12.6%
16 25
 
8.1%
24 16
 
5.2%
32 11
 
3.6%
40 8
 
2.6%
48 15
 
4.9%
56 32
 
10.4%
64 40
 
12.9%
ValueCountFrequency (%)
64 40
 
12.9%
56 32
 
10.4%
48 15
 
4.9%
40 8
 
2.6%
32 11
 
3.6%
24 16
 
5.2%
16 25
 
8.1%
8 39
 
12.6%
0 123
39.8%

캠핑장대형_금액
Real number (ℝ)

ZEROS 

Distinct17
Distinct (%)5.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean124168.28
Minimum0
Maximum384000
Zeros123
Zeros (%)39.8%
Negative0
Negative (%)0.0%
Memory size2.8 KiB
2023-12-13T07:14:52.539312image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median40000
Q3280000
95-th percentile384000
Maximum384000
Range384000
Interquartile range (IQR)280000

Descriptive statistics

Standard deviation143850.29
Coefficient of variation (CV)1.1585107
Kurtosis-1.0989262
Mean124168.28
Median Absolute Deviation (MAD)40000
Skewness0.74018227
Sum38368000
Variance2.0692907 × 1010
MonotonicityNot monotonic
2023-12-13T07:14:52.705379image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=17)
ValueCountFrequency (%)
0 123
39.8%
40000 38
 
12.3%
384000 32
 
10.4%
336000 23
 
7.4%
80000 22
 
7.1%
120000 13
 
4.2%
288000 11
 
3.6%
280000 8
 
2.6%
320000 8
 
2.6%
160000 7
 
2.3%
Other values (7) 24
 
7.8%
ValueCountFrequency (%)
0 123
39.8%
28000 1
 
0.3%
40000 38
 
12.3%
80000 22
 
7.1%
96000 3
 
1.0%
120000 13
 
4.2%
144000 3
 
1.0%
160000 7
 
2.3%
192000 4
 
1.3%
200000 6
 
1.9%
ValueCountFrequency (%)
384000 32
10.4%
336000 23
7.4%
320000 8
 
2.6%
288000 11
 
3.6%
280000 8
 
2.6%
268000 1
 
0.3%
240000 6
 
1.9%
200000 6
 
1.9%
192000 4
 
1.3%
160000 7
 
2.3%

캠핑장대형_절반_인원
Categorical

Distinct3
Distinct (%)1.0%
Missing0
Missing (%)0.0%
Memory size2.5 KiB
0
255 
8
43 
16
 
11

Length

Max length2
Median length1
Mean length1.0355987
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 255
82.5%
8 43
 
13.9%
16 11
 
3.6%

Length

2023-12-13T07:14:52.887938image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T07:14:52.991808image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 255
82.5%
8 43
 
13.9%
16 11
 
3.6%

캠핑장대형_절반_금액
Categorical

IMBALANCE 

Distinct5
Distinct (%)1.6%
Missing0
Missing (%)0.0%
Memory size2.5 KiB
0
255 
24000
27 
20000
 
16
48000
 
9
40000
 
2

Length

Max length5
Median length1
Mean length1.6990291
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 255
82.5%
24000 27
 
8.7%
20000 16
 
5.2%
48000 9
 
2.9%
40000 2
 
0.6%

Length

2023-12-13T07:14:53.114830image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T07:14:53.232415image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 255
82.5%
24000 27
 
8.7%
20000 16
 
5.2%
48000 9
 
2.9%
40000 2
 
0.6%

피크닉_일반_인원
Real number (ℝ)

ZEROS 

Distinct84
Distinct (%)27.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean26.983819
Minimum0
Maximum142
Zeros92
Zeros (%)29.8%
Negative0
Negative (%)0.0%
Memory size2.8 KiB
2023-12-13T07:14:53.351810image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median10
Q351
95-th percentile89
Maximum142
Range142
Interquartile range (IQR)51

Descriptive statistics

Standard deviation32.954165
Coefficient of variation (CV)1.2212565
Kurtosis-0.11076409
Mean26.983819
Median Absolute Deviation (MAD)10
Skewness1.0675433
Sum8338
Variance1085.977
MonotonicityNot monotonic
2023-12-13T07:14:53.489944image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 92
29.8%
4 11
 
3.6%
2 11
 
3.6%
3 9
 
2.9%
12 7
 
2.3%
5 7
 
2.3%
17 6
 
1.9%
9 6
 
1.9%
84 6
 
1.9%
51 6
 
1.9%
Other values (74) 148
47.9%
ValueCountFrequency (%)
0 92
29.8%
1 2
 
0.6%
2 11
 
3.6%
3 9
 
2.9%
4 11
 
3.6%
5 7
 
2.3%
6 3
 
1.0%
7 4
 
1.3%
8 5
 
1.6%
9 6
 
1.9%
ValueCountFrequency (%)
142 1
0.3%
129 1
0.3%
107 1
0.3%
103 1
0.3%
101 1
0.3%
98 1
0.3%
97 2
0.6%
96 1
0.3%
95 1
0.3%
93 1
0.3%

피크닉_일반_금액
Real number (ℝ)

ZEROS 

Distinct84
Distinct (%)27.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean80951.456
Minimum0
Maximum426000
Zeros92
Zeros (%)29.8%
Negative0
Negative (%)0.0%
Memory size2.8 KiB
2023-12-13T07:14:53.626486image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median30000
Q3153000
95-th percentile267000
Maximum426000
Range426000
Interquartile range (IQR)153000

Descriptive statistics

Standard deviation98862.496
Coefficient of variation (CV)1.2212565
Kurtosis-0.11076409
Mean80951.456
Median Absolute Deviation (MAD)30000
Skewness1.0675433
Sum25014000
Variance9.7737931 × 109
MonotonicityNot monotonic
2023-12-13T07:14:53.762116image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 92
29.8%
12000 11
 
3.6%
6000 11
 
3.6%
9000 9
 
2.9%
36000 7
 
2.3%
15000 7
 
2.3%
51000 6
 
1.9%
27000 6
 
1.9%
252000 6
 
1.9%
153000 6
 
1.9%
Other values (74) 148
47.9%
ValueCountFrequency (%)
0 92
29.8%
3000 2
 
0.6%
6000 11
 
3.6%
9000 9
 
2.9%
12000 11
 
3.6%
15000 7
 
2.3%
18000 3
 
1.0%
21000 4
 
1.3%
24000 5
 
1.6%
27000 6
 
1.9%
ValueCountFrequency (%)
426000 1
0.3%
387000 1
0.3%
321000 1
0.3%
309000 1
0.3%
303000 1
0.3%
294000 1
0.3%
291000 2
0.6%
288000 1
0.3%
285000 1
0.3%
279000 1
0.3%

피크닉_경로_미성년_인원
Real number (ℝ)

ZEROS 

Distinct59
Distinct (%)19.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean14.546926
Minimum0
Maximum69
Zeros118
Zeros (%)38.2%
Negative0
Negative (%)0.0%
Memory size2.8 KiB
2023-12-13T07:14:53.896112image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median4
Q325
95-th percentile59
Maximum69
Range69
Interquartile range (IQR)25

Descriptive statistics

Standard deviation20.37765
Coefficient of variation (CV)1.4008217
Kurtosis0.22273703
Mean14.546926
Median Absolute Deviation (MAD)4
Skewness1.285166
Sum4495
Variance415.2486
MonotonicityNot monotonic
2023-12-13T07:14:54.354659image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 118
38.2%
2 18
 
5.8%
4 14
 
4.5%
6 9
 
2.9%
1 8
 
2.6%
3 8
 
2.6%
7 8
 
2.6%
5 6
 
1.9%
9 5
 
1.6%
12 5
 
1.6%
Other values (49) 110
35.6%
ValueCountFrequency (%)
0 118
38.2%
1 8
 
2.6%
2 18
 
5.8%
3 8
 
2.6%
4 14
 
4.5%
5 6
 
1.9%
6 9
 
2.9%
7 8
 
2.6%
8 4
 
1.3%
9 5
 
1.6%
ValueCountFrequency (%)
69 1
 
0.3%
68 1
 
0.3%
67 1
 
0.3%
66 2
0.6%
64 4
1.3%
63 1
 
0.3%
62 2
0.6%
61 2
0.6%
60 1
 
0.3%
59 4
1.3%

피크닉_경로_미성년_금액
Real number (ℝ)

ZEROS 

Distinct59
Distinct (%)19.1%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean29093.851
Minimum0
Maximum138000
Zeros118
Zeros (%)38.2%
Negative0
Negative (%)0.0%
Memory size2.8 KiB
2023-12-13T07:14:54.506245image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median8000
Q350000
95-th percentile118000
Maximum138000
Range138000
Interquartile range (IQR)50000

Descriptive statistics

Standard deviation40755.299
Coefficient of variation (CV)1.4008217
Kurtosis0.22273703
Mean29093.851
Median Absolute Deviation (MAD)8000
Skewness1.285166
Sum8990000
Variance1.6609944 × 109
MonotonicityNot monotonic
2023-12-13T07:14:54.637585image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0 118
38.2%
4000 18
 
5.8%
8000 14
 
4.5%
12000 9
 
2.9%
2000 8
 
2.6%
6000 8
 
2.6%
14000 8
 
2.6%
10000 6
 
1.9%
18000 5
 
1.6%
24000 5
 
1.6%
Other values (49) 110
35.6%
ValueCountFrequency (%)
0 118
38.2%
2000 8
 
2.6%
4000 18
 
5.8%
6000 8
 
2.6%
8000 14
 
4.5%
10000 6
 
1.9%
12000 9
 
2.9%
14000 8
 
2.6%
16000 4
 
1.3%
18000 5
 
1.6%
ValueCountFrequency (%)
138000 1
 
0.3%
136000 1
 
0.3%
134000 1
 
0.3%
132000 2
0.6%
128000 4
1.3%
126000 1
 
0.3%
124000 2
0.6%
122000 2
0.6%
120000 1
 
0.3%
118000 4
1.3%

피크닉_일반_절반_인원
Real number (ℝ)

ZEROS 

Distinct6
Distinct (%)1.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.27831715
Minimum0
Maximum6
Zeros253
Zeros (%)81.9%
Negative0
Negative (%)0.0%
Memory size2.8 KiB
2023-12-13T07:14:54.752567image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile2
Maximum6
Range6
Interquartile range (IQR)0

Descriptive statistics

Standard deviation0.72538553
Coefficient of variation (CV)2.6063271
Kurtosis19.85754
Mean0.27831715
Median Absolute Deviation (MAD)0
Skewness3.8358558
Sum86
Variance0.52618417
MonotonicityNot monotonic
2023-12-13T07:14:54.862448image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
0 253
81.9%
1 37
 
12.0%
2 13
 
4.2%
3 4
 
1.3%
5 1
 
0.3%
6 1
 
0.3%
ValueCountFrequency (%)
0 253
81.9%
1 37
 
12.0%
2 13
 
4.2%
3 4
 
1.3%
5 1
 
0.3%
6 1
 
0.3%
ValueCountFrequency (%)
6 1
 
0.3%
5 1
 
0.3%
3 4
 
1.3%
2 13
 
4.2%
1 37
 
12.0%
0 253
81.9%

피크닉_일반_절반_금액
Real number (ℝ)

ZEROS 

Distinct6
Distinct (%)1.9%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean417.47573
Minimum0
Maximum9000
Zeros253
Zeros (%)81.9%
Negative0
Negative (%)0.0%
Memory size2.8 KiB
2023-12-13T07:14:54.974393image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0
5-th percentile0
Q10
median0
Q30
95-th percentile3000
Maximum9000
Range9000
Interquartile range (IQR)0

Descriptive statistics

Standard deviation1088.0783
Coefficient of variation (CV)2.6063271
Kurtosis19.85754
Mean417.47573
Median Absolute Deviation (MAD)0
Skewness3.8358558
Sum129000
Variance1183914.4
MonotonicityNot monotonic
2023-12-13T07:14:55.099873image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
0 253
81.9%
1500 37
 
12.0%
3000 13
 
4.2%
4500 4
 
1.3%
7500 1
 
0.3%
9000 1
 
0.3%
ValueCountFrequency (%)
0 253
81.9%
1500 37
 
12.0%
3000 13
 
4.2%
4500 4
 
1.3%
7500 1
 
0.3%
9000 1
 
0.3%
ValueCountFrequency (%)
9000 1
 
0.3%
7500 1
 
0.3%
4500 4
 
1.3%
3000 13
 
4.2%
1500 37
 
12.0%
0 253
81.9%

피크닉_경로_미성년_절반_인원
Categorical

IMBALANCE 

Distinct4
Distinct (%)1.3%
Missing0
Missing (%)0.0%
Memory size2.5 KiB
0
266 
1
37 
2
 
3
3
 
3

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 266
86.1%
1 37
 
12.0%
2 3
 
1.0%
3 3
 
1.0%

Length

2023-12-13T07:14:55.217269image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T07:14:55.337579image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 266
86.1%
1 37
 
12.0%
2 3
 
1.0%
3 3
 
1.0%

피크닉_경로_미성년_절반_금액
Categorical

IMBALANCE 

Distinct4
Distinct (%)1.3%
Missing0
Missing (%)0.0%
Memory size2.5 KiB
0
266 
1000
37 
2000
 
3
3000
 
3

Length

Max length4
Median length1
Mean length1.4174757
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 266
86.1%
1000 37
 
12.0%
2000 3
 
1.0%
3000 3
 
1.0%

Length

2023-12-13T07:14:55.443633image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T07:14:55.546497image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 266
86.1%
1000 37
 
12.0%
2000 3
 
1.0%
3000 3
 
1.0%

기타수입_고물판매
Categorical

CONSTANT 

Distinct1
Distinct (%)0.3%
Missing0
Missing (%)0.0%
Memory size2.5 KiB
0
309 

Length

Max length1
Median length1
Mean length1
Min length1

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0
2nd row0
3rd row0
4th row0
5th row0

Common Values

ValueCountFrequency (%)
0 309
100.0%

Length

2023-12-13T07:14:55.655508image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-13T07:14:55.744103image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
0 309
100.0%

Sample

일자골프장연습장인원골프장매출현금골프장매출카드골프장매출합계골프장_인원_파트3골프장_매출현금_파트3골프장_매출카드_파트3골프장_매출합계_파트3축구장이용인원테니스장이용인원야외시설이용인원잠수풀이용팀인공암장이용팀골프장이용팀_파트3연습장이용인원팀남성회원가입인원여성회원가입인원남성재발급인원여성재발급인원현금매출금액카드매출금액캠핌장소형_인원갬핑장소형_금액캠핑장소형_절반_인원캠핑장소형_절반_금액캠핑장대형_인원캠핑장대형_금액캠핑장대형_절반_인원캠핑장대형_절반_금액피크닉_일반_인원피크닉_일반_금액피크닉_경로_미성년_인원피크닉_경로_미성년_금액피크닉_일반_절반_인원피크닉_일반_절반_금액피크닉_경로_미성년_절반_인원피크닉_경로_미성년_절반_금액기타수입_고물판매
02022-01-02181500015900017400058079200079200000100000000010300060100000000000000000000
12022-01-04123000540005700022018800000030000000011500024050000000000000000000
22022-01-056063000630001209600096000005000000006000019900000000000000000000
32022-01-067075000750005804740004740000010000000011100023600000000000000000000
42022-01-076600048000540004010000326000336000004000000000000000000000000000
52022-01-08266000171000177000985400012885001342500009000000007400050050000000000000000000
62022-01-09223000192000195000103150001386000140100000130000000018000157800000000000000000000
72022-01-1160510005100010083000830000012000000008200037500000000000000000000
82022-01-120000805800058000008000000006500032350000000000000000000
92022-01-1310300030000000002000000006500024800000000000000000000
일자골프장연습장인원골프장매출현금골프장매출카드골프장매출합계골프장_인원_파트3골프장_매출현금_파트3골프장_매출카드_파트3골프장_매출합계_파트3축구장이용인원테니스장이용인원야외시설이용인원잠수풀이용팀인공암장이용팀골프장이용팀_파트3연습장이용인원팀남성회원가입인원여성회원가입인원남성재발급인원여성재발급인원현금매출금액카드매출금액캠핌장소형_인원갬핑장소형_금액캠핑장소형_절반_인원캠핑장소형_절반_금액캠핑장대형_인원캠핑장대형_금액캠핑장대형_절반_인원캠핑장대형_절반_금액피크닉_일반_인원피크닉_일반_금액피크닉_경로_미성년_인원피크닉_경로_미성년_금액피크닉_일반_절반_인원피크닉_일반_절반_금액피크닉_경로_미성년_절반_인원피크닉_경로_미성년_절반_금액기타수입_고물판매
2992022-12-213027000270000000002020000005000050250000000000000000000
3002022-12-2200004035000350000020140000003500032050000000000000000000
3012022-12-2300000000002000000003700056800000000000000000000
3022022-12-247051000510002030000300000090000000061000106950000000000000000000
3032022-12-25807200072000745000525009750000110200000058000123100000000000000000000
3042022-12-27160138000025023300000000000000014300090900000000000000000000
3052022-12-2811300066000690001201110000000000000007700088350000000000000000000
3062022-12-297042000018016700000000000000010700072700000000000000000000
3072022-12-301008700001801520000000000000007900073500000000000000000000
3082022-12-311190009900010800040300005460005760000000000000063000143050000000000000000000