gimi9 Pandas Profiling

Dataset statistics

Number of variables	14
Number of observations	10000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.3 MiB
Average record size in memory	132.0 B

Variable types

Categorical	1
Numeric	12
DateTime	1

Dataset

Description	주차장 이름,총 건수,총 금액,장애인 할인 건수,장애인 할인 금액,국가유공자 할인 건수,국가유공자 할인 금액,경차 할인 건수,경차 할인 금액,저공해 할인 건수,저공해 할인 금액,무료차량 건수,무료차량 금액,입차 시간
Author	서울특별시
URL	https://data.seoul.go.kr/dataList/OA-21087/S/1/datasetView.do

Alerts

`총 건수` is highly overall correlated with `총 금액` and 8 other fields	High correlation
`총 금액` is highly overall correlated with `총 건수` and 8 other fields	High correlation
`장애인 할인 건수` is highly overall correlated with `총 건수` and 8 other fields	High correlation
`장애인 할인 금액` is highly overall correlated with `총 건수` and 8 other fields	High correlation
`국가유공자 할인 건수` is highly overall correlated with `총 건수` and 8 other fields	High correlation
`국가유공자 할인 금액` is highly overall correlated with `총 건수` and 8 other fields	High correlation
`경차 할인 건수` is highly overall correlated with `총 건수` and 8 other fields	High correlation
`경차 할인 금액` is highly overall correlated with `총 건수` and 8 other fields	High correlation
`저공해 할인 건수` is highly overall correlated with `총 건수` and 8 other fields	High correlation
`저공해 할인 금액` is highly overall correlated with `총 건수` and 8 other fields	High correlation
`무료차량 건수` is highly overall correlated with `무료차량 금액`	High correlation
`무료차량 금액` is highly overall correlated with `무료차량 건수`	High correlation
`무료차량 건수` is highly skewed (γ1 = 52.69220566)	Skewed
`무료차량 금액` is highly skewed (γ1 = 95.81703206)	Skewed
`장애인 할인 건수` has 1050 (10.5%) zeros	Zeros
`장애인 할인 금액` has 1050 (10.5%) zeros	Zeros
`국가유공자 할인 건수` has 3596 (36.0%) zeros	Zeros
`국가유공자 할인 금액` has 3596 (36.0%) zeros	Zeros
`경차 할인 건수` has 324 (3.2%) zeros	Zeros
`경차 할인 금액` has 324 (3.2%) zeros	Zeros
`무료차량 건수` has 9901 (99.0%) zeros	Zeros
`무료차량 금액` has 9902 (99.0%) zeros	Zeros

Reproduction

Analysis started	2024-05-11 06:39:25.976768
Analysis finished	2024-05-11 06:40:03.024362
Duration	37.05 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

주차장 이름
Categorical

Distinct	28
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

광나루1,2주차장	417
잠실1주차장	408
뚝섬1주차장	408
반포2,3주차장	407
뚝섬2주차장	407
Other values (23)	7953

Length

Max length	10
Median length	6
Mean length	6.8287
Min length	6

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	여의도1주차장
2nd row	양화2주차장
3rd row	광나루1,2주차장
4th row	강서1주차장
5th row	이촌1주차장

Common Values

Value	Count	Frequency (%)
광나루1,2주차장	417	4.2%
잠실1주차장	408	4.1%
뚝섬1주차장	408	4.1%
반포2,3주차장	407	4.1%
뚝섬2주차장	407	4.1%
여의도5주차장	402	4.0%
잠원2-6주차장	398	4.0%
여의도4주차장	397	4.0%
여의도1주차장	396	4.0%
난지1,2,3주차장	396	4.0%
Other values (18)	5964	59.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
광나루1,2주차장	417	4.2%
잠실1주차장	408	4.1%
뚝섬1주차장	408	4.1%
반포2,3주차장	407	4.1%
뚝섬2주차장	407	4.1%
여의도5주차장	402	4.0%
잠원2-6주차장	398	4.0%
여의도4주차장	397	4.0%
여의도1주차장	396	4.0%
난지1,2,3주차장	396	4.0%
Other values (18)	5964	59.6%

총 건수
Real number (ℝ)

HIGH CORRELATION

Distinct	532
Distinct (%)	5.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	104.0336

Minimum	1
Maximum	902
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	1
5-th percentile	6
Q1	30
median	69
Q3	143
95-th percentile	311
Maximum	902
Range	901
Interquartile range (IQR)	113

Descriptive statistics

Standard deviation	105.96615
Coefficient of variation (CV)	1.0185762
Kurtosis	6.0989776
Mean	104.0336
Median Absolute Deviation (MAD)	48
Skewness	2.0411741
Sum	1040336
Variance	11228.824
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10	114	1.1%
12	109	1.1%
8	106	1.1%
5	106	1.1%
13	104	1.0%
6	103	1.0%
9	103	1.0%
11	100	1.0%
4	99	1.0%
7	96	1.0%
Other values (522)	8960	89.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	55	0.5%
2	64	0.6%
3	89	0.9%
4	99	1.0%
5	106	1.1%
6	103	1.0%
7	96	1.0%
8	106	1.1%
9	103	1.0%
10	114	1.1%

Value	Count	Frequency (%)
902	1	< 0.1%
874	1	< 0.1%
861	1	< 0.1%
840	1	< 0.1%
833	1	< 0.1%
822	1	< 0.1%
819	1	< 0.1%
806	1	< 0.1%
776	1	< 0.1%
757	1	< 0.1%

총 금액
Real number (ℝ)

HIGH CORRELATION

Distinct	5200
Distinct (%)	52.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	220678.11

Minimum	500
Maximum	2655900
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	500
5-th percentile	11000
Q1	53175
median	117600
Q3	269225
95-th percentile	851405
Maximum	2655900
Range	2655400
Interquartile range (IQR)	216050

Descriptive statistics

Standard deviation	276770.33
Coefficient of variation (CV)	1.2541811
Kurtosis	7.7281937
Mean	220678.11
Median Absolute Deviation (MAD)	80850
Skewness	2.5022347
Sum	2.2067811 × 10⁹
Variance	7.6601815 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
68700	11	0.1%
61800	11	0.1%
72600	11	0.1%
7500	11	0.1%
57300	11	0.1%
54200	10	0.1%
49000	10	0.1%
1000	10	0.1%
9500	10	0.1%
23100	10	0.1%
Other values (5190)	9895	99.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
500	5	0.1%
600	1	< 0.1%
700	1	< 0.1%
800	3	< 0.1%
900	1	< 0.1%
1000	10	0.1%
1100	5	0.1%
1200	3	< 0.1%
1300	5	0.1%
1400	5	0.1%

Value	Count	Frequency (%)
2655900	1	< 0.1%
2437600	1	< 0.1%
2353200	1	< 0.1%
2278100	1	< 0.1%
2166200	1	< 0.1%
2054600	1	< 0.1%
1993100	1	< 0.1%
1957800	1	< 0.1%
1955000	1	< 0.1%
1920300	1	< 0.1%

장애인 할인 건수
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	94
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12.091

Minimum	0
Maximum	103
Zeros	1050
Zeros (%)	10.5%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	2
median	7
Q3	18
95-th percentile	40
Maximum	103
Range	103
Interquartile range (IQR)	16

Descriptive statistics

Standard deviation	13.916871
Coefficient of variation (CV)	1.1510107
Kurtosis	4.0146407
Mean	12.091
Median Absolute Deviation (MAD)	6
Skewness	1.80566
Sum	120910
Variance	193.67929
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1050	10.5%
1	972	9.7%
2	853	8.5%
3	679	6.8%
4	562	5.6%
5	484	4.8%
6	396	4.0%
7	339	3.4%
8	309	3.1%
9	277	2.8%
Other values (84)	4079	40.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1050	10.5%
1	972	9.7%
2	853	8.5%
3	679	6.8%
4	562	5.6%
5	484	4.8%
6	396	4.0%
7	339	3.4%
8	309	3.1%
9	277	2.8%

Value	Count	Frequency (%)
103	1	< 0.1%
97	1	< 0.1%
96	2	< 0.1%
95	1	< 0.1%
94	1	< 0.1%
92	1	< 0.1%
91	2	< 0.1%
90	1	< 0.1%
89	1	< 0.1%
87	4	< 0.1%

장애인 할인 금액
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	2252
Distinct (%)	22.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	42448.483

Minimum	0
Maximum	584800
Zeros	1050
Zeros (%)	10.5%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	5400
median	19500
Q3	53800
95-th percentile	169720
Maximum	584800
Range	584800
Interquartile range (IQR)	48400

Descriptive statistics

Standard deviation	59502.39
Coefficient of variation (CV)	1.4017554
Kurtosis	8.7915282
Mean	42448.483
Median Absolute Deviation (MAD)	17500
Skewness	2.6102878
Sum	4.2448483 × 10⁸
Variance	3.5405344 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1050	10.5%
800	88	0.9%
1600	82	0.8%
8000	71	0.7%
1500	58	0.6%
12000	56	0.6%
2000	52	0.5%
1800	52	0.5%
1200	49	0.5%
2800	45	0.4%
Other values (2242)	8397	84.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1050	10.5%
800	88	0.9%
900	4	< 0.1%
960	12	0.1%
1000	38	0.4%
1100	6	0.1%
1120	6	0.1%
1200	49	0.5%
1280	5	0.1%
1300	38	0.4%

Value	Count	Frequency (%)
584800	1	< 0.1%
553000	1	< 0.1%
517900	1	< 0.1%
472500	1	< 0.1%
458500	1	< 0.1%
457900	1	< 0.1%
443700	1	< 0.1%
434700	1	< 0.1%
427700	1	< 0.1%
415200	1	< 0.1%

국가유공자 할인 건수
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	27
Distinct (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.949

Minimum	0
Maximum	38
Zeros	3596
Zeros (%)	36.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	1
Q3	3
95-th percentile	7
Maximum	38
Range	38
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	2.6156994
Coefficient of variation (CV)	1.3420725
Kurtosis	14.562047
Mean	1.949
Median Absolute Deviation (MAD)	1
Skewness	2.7390195
Sum	19490
Variance	6.8418832
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=27)

Value	Count	Frequency (%)
0	3596	36.0%
1	2255	22.6%
2	1379	13.8%
3	892	8.9%
4	586	5.9%
5	393	3.9%
6	275	2.8%
7	199	2.0%
8	122	1.2%
9	98	1.0%
Other values (17)	205	2.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3596	36.0%
1	2255	22.6%
2	1379	13.8%
3	892	8.9%
4	586	5.9%
5	393	3.9%
6	275	2.8%
7	199	2.0%
8	122	1.2%
9	98	1.0%

Value	Count	Frequency (%)
38	1	< 0.1%
33	1	< 0.1%
31	1	< 0.1%
29	1	< 0.1%
23	2	< 0.1%
22	3	< 0.1%
20	2	< 0.1%
19	1	< 0.1%
18	6	0.1%
17	3	< 0.1%

국가유공자 할인 금액
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	691
Distinct (%)	6.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6671.192

Minimum	0
Maximum	172800
Zeros	3596
Zeros (%)	36.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2400
Q3	8400
95-th percentile	28305
Maximum	172800
Range	172800
Interquartile range (IQR)	8400

Descriptive statistics

Standard deviation	11263.418
Coefficient of variation (CV)	1.6883667
Kurtosis	23.049075
Mean	6671.192
Median Absolute Deviation (MAD)	2400
Skewness	3.7022858
Sum	66711920
Variance	1.2686459 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3596	36.0%
800	247	2.5%
1600	155	1.6%
8000	139	1.4%
2400	104	1.0%
2000	103	1.0%
1000	103	1.0%
2800	100	1.0%
1500	97	1.0%
1800	96	1.0%
Other values (681)	5260	52.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3596	36.0%
800	247	2.5%
900	6	0.1%
960	23	0.2%
1000	103	1.0%
1100	10	0.1%
1120	18	0.2%
1200	95	0.9%
1280	18	0.2%
1300	92	0.9%

Value	Count	Frequency (%)
172800	1	< 0.1%
145200	1	< 0.1%
144480	1	< 0.1%
129800	1	< 0.1%
122100	1	< 0.1%
108100	1	< 0.1%
105300	1	< 0.1%
100000	1	< 0.1%
99100	1	< 0.1%
98900	1	< 0.1%

경차 할인 건수
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	145
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	22.283

Minimum	0
Maximum	224
Zeros	324
Zeros (%)	3.2%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1
Q1	6
median	16
Q3	31
95-th percentile	67
Maximum	224
Range	224
Interquartile range (IQR)	25

Descriptive statistics

Standard deviation	21.687783
Coefficient of variation (CV)	0.97328831
Kurtosis	4.8881508
Mean	22.283
Median Absolute Deviation (MAD)	11
Skewness	1.8126517
Sum	222830
Variance	470.35995
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2	400	4.0%
1	379	3.8%
3	377	3.8%
4	346	3.5%
5	341	3.4%
6	338	3.4%
0	324	3.2%
8	309	3.1%
7	308	3.1%
10	286	2.9%
Other values (135)	6592	65.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	324	3.2%
1	379	3.8%
2	400	4.0%
3	377	3.8%
4	346	3.5%
5	341	3.4%
6	338	3.4%
7	308	3.1%
8	309	3.1%
9	266	2.7%

Value	Count	Frequency (%)
224	1	< 0.1%
193	1	< 0.1%
183	1	< 0.1%
162	1	< 0.1%
159	1	< 0.1%
156	1	< 0.1%
154	1	< 0.1%
151	1	< 0.1%
147	1	< 0.1%
146	1	< 0.1%

경차 할인 금액
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	1727
Distinct (%)	17.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	41809.45

Minimum	0
Maximum	706600
Zeros	324
Zeros (%)	3.2%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	1100
Q1	9900
median	23900
Q3	53000
95-th percentile	149705
Maximum	706600
Range	706600
Interquartile range (IQR)	43100

Descriptive statistics

Standard deviation	51269.684
Coefficient of variation (CV)	1.2262702
Kurtosis	11.398015
Mean	41809.45
Median Absolute Deviation (MAD)	17300
Skewness	2.724092
Sum	4.180945 × 10⁸
Variance	2.6285805 × 10⁹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	324	3.2%
7500	58	0.6%
500	52	0.5%
1000	46	0.5%
15000	41	0.4%
5000	38	0.4%
5600	35	0.4%
7400	35	0.4%
5700	33	0.3%
14200	31	0.3%
Other values (1717)	9307	93.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	324	3.2%
500	52	0.5%
600	25	0.2%
700	14	0.1%
800	17	0.2%
900	14	0.1%
1000	46	0.5%
1100	27	0.3%
1200	21	0.2%
1300	28	0.3%

Value	Count	Frequency (%)
706600	1	< 0.1%
517800	1	< 0.1%
452600	1	< 0.1%
431600	1	< 0.1%
427900	1	< 0.1%
426100	1	< 0.1%
414600	1	< 0.1%
410700	1	< 0.1%
409000	1	< 0.1%
387500	1	< 0.1%

저공해 할인 건수
Real number (ℝ)

HIGH CORRELATION

Distinct	403
Distinct (%)	4.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	67.6871

Minimum	0
Maximum	705
Zeros	45
Zeros (%)	0.4%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	4
Q1	19
median	43
Q3	92
95-th percentile	208
Maximum	705
Range	705
Interquartile range (IQR)	73

Descriptive statistics

Standard deviation	72.342987
Coefficient of variation (CV)	1.0687854
Kurtosis	8.5055216
Mean	67.6871
Median Absolute Deviation (MAD)	30
Skewness	2.324877
Sum	676871
Variance	5233.5077
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6	172	1.7%
4	172	1.7%
5	161	1.6%
7	159	1.6%
2	155	1.6%
3	148	1.5%
11	147	1.5%
22	133	1.3%
8	132	1.3%
13	132	1.3%
Other values (393)	8489	84.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	45	0.4%
1	116	1.2%
2	155	1.6%
3	148	1.5%
4	172	1.7%
5	161	1.6%
6	172	1.7%
7	159	1.6%
8	132	1.3%
9	125	1.2%

Value	Count	Frequency (%)
705	1	< 0.1%
670	1	< 0.1%
657	1	< 0.1%
642	1	< 0.1%
638	1	< 0.1%
590	1	< 0.1%
582	1	< 0.1%
563	1	< 0.1%
558	1	< 0.1%
540	1	< 0.1%

저공해 할인 금액
Real number (ℝ)

HIGH CORRELATION

Distinct	3383
Distinct (%)	33.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	129538.03

Minimum	0
Maximum	2042300
Zeros	45
Zeros (%)	0.4%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	5497.5
Q1	28900
median	65500
Q3	157500
95-th percentile	499925
Maximum	2042300
Range	2042300
Interquartile range (IQR)	128600

Descriptive statistics

Standard deviation	171716.84
Coefficient of variation (CV)	1.3256095
Kurtosis	11.144816
Mean	129538.03
Median Absolute Deviation (MAD)	46300
Skewness	2.8415312
Sum	1.2953803 × 10⁹
Variance	2.9486673 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	45	0.4%
5000	22	0.2%
30600	18	0.2%
8700	17	0.2%
6500	17	0.2%
1000	16	0.2%
26700	16	0.2%
1400	15	0.1%
13200	15	0.1%
1200	15	0.1%
Other values (3373)	9804	98.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	45	0.4%
100	1	< 0.1%
500	13	0.1%
600	6	0.1%
700	3	< 0.1%
800	8	0.1%
900	2	< 0.1%
1000	16	0.2%
1100	9	0.1%
1200	15	0.1%

Value	Count	Frequency (%)
2042300	1	< 0.1%
1686300	1	< 0.1%
1625700	1	< 0.1%
1597700	1	< 0.1%
1582800	1	< 0.1%
1469400	1	< 0.1%
1456900	1	< 0.1%
1346700	1	< 0.1%
1291100	1	< 0.1%
1249000	1	< 0.1%

무료차량 건수
Real number (ℝ)

HIGH CORRELATION SKEWED ZEROS

Distinct	11
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.0235

Minimum	0
Maximum	37
Zeros	9901
Zeros (%)	99.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	37
Range	37
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	0.47788135
Coefficient of variation (CV)	20.335377
Kurtosis	3702.1997
Mean	0.0235
Median Absolute Deviation (MAD)	0
Skewness	52.692206
Sum	235
Variance	0.22837059
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
0	9901	99.0%
1	73	0.7%
2	6	0.1%
4	5	0.1%
3	5	0.1%
9	3	< 0.1%
7	2	< 0.1%
10	2	< 0.1%
37	1	< 0.1%
6	1	< 0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9901	99.0%
1	73	0.7%
2	6	0.1%
3	5	0.1%
4	5	0.1%
6	1	< 0.1%
7	2	< 0.1%
9	3	< 0.1%
10	2	< 0.1%
11	1	< 0.1%

Value	Count	Frequency (%)
37	1	< 0.1%
11	1	< 0.1%
10	2	< 0.1%
9	3	< 0.1%
7	2	< 0.1%
6	1	< 0.1%
4	5	0.1%
3	5	0.1%
2	6	0.1%
1	73	0.7%

무료차량 금액
Real number (ℝ)

HIGH CORRELATION SKEWED ZEROS

Distinct	51
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	210.96

Minimum	0
Maximum	1182300
Zeros	9902
Zeros (%)	99.0%
Negative	0
Negative (%)	0.0%
Memory size	166.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	0
95-th percentile	0
Maximum	1182300
Range	1182300
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	12000.732
Coefficient of variation (CV)	56.886292
Kurtosis	9419.4391
Mean	210.96
Median Absolute Deviation (MAD)	0
Skewness	95.817032
Sum	2109600
Variance	1.4401757 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	9902	99.0%
2000	14	0.1%
1000	10	0.1%
15000	8	0.1%
4000	4	< 0.1%
2300	4	< 0.1%
1400	3	< 0.1%
3000	3	< 0.1%
2900	3	< 0.1%
6400	2	< 0.1%
Other values (41)	47	0.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9902	99.0%
500	1	< 0.1%
800	2	< 0.1%
900	2	< 0.1%
1000	10	0.1%
1200	1	< 0.1%
1300	1	< 0.1%
1400	3	< 0.1%
1500	1	< 0.1%
1600	2	< 0.1%

Value	Count	Frequency (%)
1182300	1	< 0.1%
125800	1	< 0.1%
106700	1	< 0.1%
56000	1	< 0.1%
51200	1	< 0.1%
47000	1	< 0.1%
36400	1	< 0.1%
33000	1	< 0.1%
21800	1	< 0.1%
20800	1	< 0.1%

입차 시간
Date

Distinct	1558
Distinct (%)	15.6%
Missing	0
Missing (%)	0.0%
Memory size	156.2 KiB

Minimum	2019-11-01 00:00:00
Maximum	2024-05-11 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

Phik (φk)
Auto

Heatmap
Table

	주차장 이름	총 건수	총 금액	장애인 할인 건수	장애인 할인 금액	국가유공자 할인 건수	국가유공자 할인 금액	경차 할인 건수	경차 할인 금액	저공해 할인 건수	저공해 할인 금액	무료차량 건수	무료차량 금액
주차장 이름	1.000	0.639	0.668	0.655	0.655	0.457	0.455	0.595	0.605	0.602	0.644	0.033	0.000
총 건수	0.639	1.000	0.873	0.861	0.698	0.640	0.495	0.894	0.662	0.969	0.846	0.000	0.000
총 금액	0.668	0.873	1.000	0.781	0.849	0.569	0.612	0.822	0.799	0.842	0.956	0.000	0.070
장애인 할인 건수	0.655	0.861	0.781	1.000	0.797	0.692	0.531	0.834	0.572	0.814	0.699	0.000	0.000
장애인 할인 금액	0.655	0.698	0.849	0.797	1.000	0.591	0.660	0.678	0.635	0.640	0.763	0.000	0.000
국가유공자 할인 건수	0.457	0.640	0.569	0.692	0.591	1.000	0.857	0.621	0.381	0.638	0.495	0.000	0.000
국가유공자 할인 금액	0.455	0.495	0.612	0.531	0.660	0.857	1.000	0.504	0.425	0.501	0.556	0.000	0.000
경차 할인 건수	0.595	0.894	0.822	0.834	0.678	0.621	0.504	1.000	0.806	0.843	0.780	0.000	0.000
경차 할인 금액	0.605	0.662	0.799	0.572	0.635	0.381	0.425	0.806	1.000	0.600	0.733	0.000	0.000
저공해 할인 건수	0.602	0.969	0.842	0.814	0.640	0.638	0.501	0.843	0.600	1.000	0.832	0.000	0.000
저공해 할인 금액	0.644	0.846	0.956	0.699	0.763	0.495	0.556	0.780	0.733	0.832	1.000	0.000	0.000
무료차량 건수	0.033	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.000	0.676
무료차량 금액	0.000	0.000	0.070	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.676	1.000

Heatmap
Table

	총 건수	총 금액	장애인 할인 건수	장애인 할인 금액	국가유공자 할인 건수	국가유공자 할인 금액	경차 할인 건수	경차 할인 금액	저공해 할인 건수	저공해 할인 금액	무료차량 건수	무료차량 금액	주차장 이름
총 건수	1.000	0.938	0.863	0.789	0.696	0.667	0.951	0.894	0.990	0.932	0.023	0.023	0.288
총 금액	0.938	1.000	0.846	0.870	0.671	0.690	0.877	0.924	0.927	0.975	0.038	0.039	0.310
장애인 할인 건수	0.863	0.846	1.000	0.929	0.703	0.665	0.798	0.760	0.815	0.782	0.029	0.029	0.300
장애인 할인 금액	0.789	0.870	0.929	1.000	0.645	0.650	0.722	0.756	0.745	0.784	0.038	0.037	0.300
국가유공자 할인 건수	0.696	0.671	0.703	0.645	1.000	0.943	0.648	0.604	0.654	0.621	0.029	0.030	0.181
국가유공자 할인 금액	0.667	0.690	0.665	0.650	0.943	1.000	0.619	0.618	0.630	0.639	0.037	0.038	0.181
경차 할인 건수	0.951	0.877	0.798	0.722	0.648	0.619	1.000	0.926	0.915	0.849	0.014	0.015	0.258
경차 할인 금액	0.894	0.924	0.760	0.756	0.604	0.618	0.926	1.000	0.864	0.883	0.019	0.021	0.274
저공해 할인 건수	0.990	0.927	0.815	0.745	0.654	0.630	0.915	0.864	1.000	0.943	0.017	0.017	0.263
저공해 할인 금액	0.932	0.975	0.782	0.784	0.621	0.639	0.849	0.883	0.943	1.000	0.029	0.029	0.292
무료차량 건수	0.023	0.038	0.029	0.038	0.029	0.037	0.014	0.019	0.017	0.029	1.000	0.995	0.016
무료차량 금액	0.023	0.039	0.029	0.037	0.030	0.038	0.015	0.021	0.017	0.029	0.995	1.000	0.000
주차장 이름	0.288	0.310	0.300	0.300	0.181	0.181	0.258	0.274	0.263	0.292	0.016	0.000	1.000

Count
Matrix

A simple visualization of nullity by column.

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

First rows
Last rows

	주차장 이름	총 건수	총 금액	장애인 할인 건수	장애인 할인 금액	국가유공자 할인 건수	국가유공자 할인 금액	경차 할인 건수	경차 할인 금액	저공해 할인 건수	저공해 할인 금액	입차 시간
24245	여의도1주차장	214	575600	33	169300	5	23000	53	119900	123	263400	2020/07/01
21501	양화2주차장	12	15600	0	0	0	0	4	7900	8	7700	2022/09/08
2312	광나루1,2주차장	115	173900	30	58600	1	1200	22	26500	62	87600	2023/10/05
1432	강서1주차장	24	26100	1	2600	1	2100	6	6200	16	15200	2023/03/07
30864	이촌1주차장	9	12000	0	0	0	0	5	7900	4	4100	2021/07/31
6283	난지1,2,3주차장	142	262200	26	74500	2	3800	34	59700	80	124200	2023/09/12
12340	뚝섬4주차장	63	102700	1	1300	1	1000	27	40900	34	59500	2021/11/22
20494	양화2주차장	6	7500	0	0	0	0	1	1000	5	6500	2020/08/22
1854	광나루1,2주차장	123	159800	18	29200	6	11200	40	49800	59	69600	2021/06/01
7369	뚝섬1주차장	21	30200	0	0	0	0	7	6500	14	23700	2020/08/31

	주차장 이름	총 건수	총 금액	장애인 할인 건수	장애인 할인 금액	국가유공자 할인 건수	국가유공자 할인 금액	경차 할인 건수	경차 할인 금액	저공해 할인 건수	저공해 할인 금액	입차 시간
5570	난지1,2,3주차장	44	60100	9	23680	4	10720	7	5600	24	20100	2020/12/30
16898	반포1주차장	19	19560	1	3360	0	0	6	5300	12	10900	2020/07/13
10586	뚝섬3주차장	59	98000	5	12800	0	0	21	35900	33	49300	2021/05/30
30924	이촌1주차장	12	15600	1	1600	0	0	4	4100	7	9900	2021/11/17
16374	반포1주차장	74	79100	5	5300	0	0	12	11100	57	62700	2024/03/15
6120	난지1,2,3주차장	270	516880	36	94560	12	46720	65	104900	157	270700	2020/09/13
1058	강서1주차장	18	30440	2	6240	1	3200	4	5100	11	15900	2020/06/08
38706	잠원2-6주차장	330	491200	41	89000	9	13700	68	94500	212	294000	2021/07/13
22888	양화3주차장	36	35600	0	0	0	0	8	6400	28	29200	2021/08/26
32076	이촌1주차장	22	23800	2	5600	0	0	4	2800	16	15400	2024/05/05

Overview

Variables

Common Values

Length

Interactions

Correlations

Missing values

Sample