gimi9 Pandas Profiling

Dataset statistics

Number of variables	13
Number of observations	1477
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	164.6 KiB
Average record size in memory	114.1 B

Variable types

Numeric	10
Categorical	2
Text	1

Dataset

Description	특별수송기간 도로별 집중률
Author	경기도교통정보센터
URL	https://data.gg.go.kr/portal/data/service/selectServicePage.do?&infId=PM4C8SLYP3CYVKUNL2C632757562&infSeq=1

Alerts

`호선코드` is highly overall correlated with `호선명`	High correlation
`설기간` is highly overall correlated with `설기간 최대` and 2 other fields	High correlation
`설기간 최대` is highly overall correlated with `설기간` and 3 other fields	High correlation
`휴가기간` is highly overall correlated with `휴가기간 최대` and 2 other fields	High correlation
`휴가기간 최대` is highly overall correlated with `설기간 최대` and 3 other fields	High correlation
`추석기간` is highly overall correlated with `설기간` and 4 other fields	High correlation
`추석기간 최대` is highly overall correlated with `설기간` and 4 other fields	High correlation
`연말기간` is highly overall correlated with `연말기간 최대`	High correlation
`연말기간 최대` is highly overall correlated with `연말기간`	High correlation
`호선명` is highly overall correlated with `호선코드` and 1 other fields	High correlation
`시군명` is highly overall correlated with `호선명`	High correlation
`설기간` has 229 (15.5%) zeros	Zeros
`설기간 최대` has 229 (15.5%) zeros	Zeros
`휴가기간` has 257 (17.4%) zeros	Zeros
`휴가기간 최대` has 257 (17.4%) zeros	Zeros
`추석기간` has 267 (18.1%) zeros	Zeros
`추석기간 최대` has 267 (18.1%) zeros	Zeros
`연말기간` has 260 (17.6%) zeros	Zeros
`연말기간 최대` has 260 (17.6%) zeros	Zeros

Reproduction

Analysis started	2023-12-10 21:49:06.530802
Analysis finished	2023-12-10 21:49:17.908153
Duration	11.38 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

년도
Real number (ℝ)

Distinct	21
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2011.6858

Minimum	2002
Maximum	2022
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.1 KiB

Quantile statistics

Minimum	2002
5-th percentile	2003
Q1	2007
median	2012
Q3	2017
95-th percentile	2021
Maximum	2022
Range	20
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	5.9429443
Coefficient of variation (CV)	0.0029542109
Kurtosis	-1.1589897
Mean	2011.6858
Median Absolute Deviation (MAD)	5
Skewness	0.048883603
Sum	2971260
Variance	35.318587
Monotonicity	Decreasing

Histogram with fixed size bins (bins=21)

Value	Count	Frequency (%)
2015	75	5.1%
2011	73	4.9%
2013	73	4.9%
2007	73	4.9%
2008	73	4.9%
2009	73	4.9%
2010	73	4.9%
2004	73	4.9%
2012	73	4.9%
2014	73	4.9%
Other values (11)	745	50.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2002	73	4.9%
2003	73	4.9%
2004	73	4.9%
2005	73	4.9%
2006	73	4.9%
2007	73	4.9%
2008	73	4.9%
2009	73	4.9%
2010	73	4.9%
2011	73	4.9%

Value	Count	Frequency (%)
2022	67	4.5%
2021	44	3.0%
2020	67	4.5%
2019	66	4.5%
2018	69	4.7%
2017	69	4.7%
2016	71	4.8%
2015	75	5.1%
2014	73	4.9%
2013	73	4.9%

호선명
Categorical

HIGH CORRELATION

Distinct	17
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Memory size	11.7 KiB

일반국도 43호선	198
일반국도 37호선	187
일반국도 38호선	151
일반국도 39호선	137
일반국도 45호선	132
Other values (12)	672

Length

Max length	9
Median length	9
Mean length	8.6797563
Min length	4

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	일반국도 1호선
2nd row	일반국도 1호선
3rd row	일반국도 1호선
4th row	일반국도 17호선
5th row	일반국도 3호선

Common Values

Value	Count	Frequency (%)
일반국도 43호선	198	13.4%
일반국도 37호선	187	12.7%
일반국도 38호선	151	10.2%
일반국도 39호선	137	9.3%
일반국도 45호선	132	8.9%
일반국도 3호선	131	8.9%
일반국도 42호선	110	7.4%
일반국도 1호선	90	6.1%
일반국도 6호선	77	5.2%
일반국도 47호선	62	4.2%
Other values (7)	202	13.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
일반국도	1442	49.4%
43호선	198	6.8%
37호선	187	6.4%
38호선	151	5.2%
39호선	137	4.7%
45호선	132	4.5%
3호선	131	4.5%
42호선	110	3.8%
1호선	90	3.1%
6호선	77	2.6%
Other values (8)	264	9.0%

호선코드
Real number (ℝ)

HIGH CORRELATION

Distinct	18
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	35.565335

Minimum	1
Maximum	87
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	13.1 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	37
median	39
Q3	44
95-th percentile	75
Maximum	87
Range	86
Interquartile range (IQR)	7

Descriptive statistics

Standard deviation	19.087215
Coefficient of variation (CV)	0.53668031
Kurtosis	0.49225495
Mean	35.565335
Median Absolute Deviation (MAD)	4
Skewness	-0.23503498
Sum	52530
Variance	364.32178
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
43	198	13.4%
37	187	12.7%
38	151	10.2%
39	137	9.3%
45	132	8.9%
3	131	8.9%
42	110	7.4%
1	90	6.1%
6	77	5.2%
47	62	4.2%
Other values (8)	202	13.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	90	6.1%
3	131	8.9%
6	77	5.2%
17	21	1.4%
37	187	12.7%
38	151	10.2%
39	137	9.3%
42	110	7.4%
43	198	13.4%
44	20	1.4%

Value	Count	Frequency (%)
87	14	0.9%
82	28	1.9%
77	21	1.4%
75	21	1.4%
48	56	3.8%
47	62	4.2%
46	21	1.4%
45	132	8.9%
44	20	1.4%
43	198	13.4%

지점번호
Text

Distinct	90
Distinct (%)	6.1%
Missing	0
Missing (%)	0.0%
Memory size	11.7 KiB

Length

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

Characters and Unicode

Total characters	10339
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3 ?
Unique (%)	0.2%

Sample

1st row	0141-01
2nd row	0142-00
3rd row	0134-00
4th row	1728-02
5th row	0334-01

Value	Count	Frequency (%)
0141-01	21	1.4%
0142-00	21	1.4%
4206-02	21	1.4%
4304-02	21	1.4%
4304-00	21	1.4%
4301-01	21	1.4%
0606-04	21	1.4%
4506-02	21	1.4%
4512-01	21	1.4%
0605-00	21	1.4%
Other values (80)	1267	85.8%

Most occurring characters

Value	Count	Frequency (%)
0	3226	31.2%
-	1477	14.3%
3	1099	10.6%
4	938	9.1%
1	919	8.9%
2	890	8.6%
8	482	4.7%
7	461	4.5%
5	299	2.9%
6	289	2.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	8862	85.7%
Dash Punctuation	1477	14.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	3226	36.4%
3	1099	12.4%
4	938	10.6%
1	919	10.4%
2	890	10.0%
8	482	5.4%
7	461	5.2%
5	299	3.4%
6	289	3.3%
9	259	2.9%

Dash Punctuation

Value	Count	Frequency (%)
-	1477	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	10339	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	3226	31.2%
-	1477	14.3%
3	1099	10.6%
4	938	9.1%
1	919	8.9%
2	890	8.6%
8	482	4.7%
7	461	4.5%
5	299	2.9%
6	289	2.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	10339	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	3226	31.2%
-	1477	14.3%
3	1099	10.6%
4	938	9.1%
1	919	8.9%
2	890	8.6%
8	482	4.7%
7	461	4.5%
5	299	2.9%
6	289	2.8%

시군명
Categorical

HIGH CORRELATION

Distinct	21
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Memory size	11.7 KiB

포천	192
평택	168
광주	142
용인	131
여주	116
Other values (16)	728

Length

Max length	3
Median length	2
Mean length	2.0020311
Min length	2

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	파주
2nd row	파주
3rd row	평택
4th row	용인
5th row	양주

Common Values

Value	Count	Frequency (%)
포천	192	13.0%
평택	168	11.4%
광주	142	9.6%
용인	131	8.9%
여주	116	7.9%
가평	113	7.7%
화성	108	7.3%
파주	77	5.2%
양평	76	5.1%
안성	75	5.1%
Other values (11)	279	18.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
포천	192	13.0%
평택	168	11.4%
광주	142	9.6%
용인	131	8.9%
여주	116	7.9%
가평	113	7.7%
화성	108	7.3%
파주	77	5.2%
양평	76	5.1%
안성	75	5.1%
Other values (11)	279	18.9%

설기간
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	128
Distinct (%)	8.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.74911307

Minimum	0
Maximum	2.51
Zeros	229
Zeros (%)	15.5%
Negative	0
Negative (%)	0.0%
Memory size	13.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.7
median	0.84
Q3	0.94
95-th percentile	1.2
Maximum	2.51
Range	2.51
Interquartile range (IQR)	0.24

Descriptive statistics

Standard deviation	0.37280935
Coefficient of variation (CV)	0.49766767
Kurtosis	0.91072445
Mean	0.74911307
Median Absolute Deviation (MAD)	0.12
Skewness	-0.7603052
Sum	1106.44
Variance	0.13898681
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	229	15.5%
0.91	42	2.8%
0.86	41	2.8%
0.94	40	2.7%
0.81	38	2.6%
0.82	38	2.6%
0.87	37	2.5%
0.84	37	2.5%
0.88	36	2.4%
0.85	35	2.4%
Other values (118)	904	61.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	229	15.5%
0.06	1	0.1%
0.13	1	0.1%
0.15	1	0.1%
0.16	1	0.1%
0.18	1	0.1%
0.21	1	0.1%
0.26	1	0.1%
0.29	1	0.1%
0.32	1	0.1%

Value	Count	Frequency (%)
2.51	1	0.1%
2.49	1	0.1%
1.84	1	0.1%
1.79	2	0.1%
1.78	1	0.1%
1.76	1	0.1%
1.63	1	0.1%
1.61	1	0.1%
1.59	1	0.1%
1.57	1	0.1%

설기간 최대
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	167
Distinct (%)	11.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.93320921

Minimum	0
Maximum	3.21
Zeros	229
Zeros (%)	15.5%
Negative	0
Negative (%)	0.0%
Memory size	13.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.84
median	0.99
Q3	1.18
95-th percentile	1.6
Maximum	3.21
Range	3.21
Interquartile range (IQR)	0.34

Descriptive statistics

Standard deviation	0.4879824
Coefficient of variation (CV)	0.52290783
Kurtosis	0.92546835
Mean	0.93320921
Median Absolute Deviation (MAD)	0.17
Skewness	-0.38555611
Sum	1378.35
Variance	0.23812682
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	229	15.5%
0.95	39	2.6%
0.96	37	2.5%
1.0	36	2.4%
1.02	35	2.4%
0.97	34	2.3%
1.03	34	2.3%
0.99	34	2.3%
0.98	34	2.3%
1.01	31	2.1%
Other values (157)	934	63.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	229	15.5%
0.1	1	0.1%
0.2	1	0.1%
0.21	1	0.1%
0.24	1	0.1%
0.25	1	0.1%
0.3	1	0.1%
0.33	1	0.1%
0.44	1	0.1%
0.46	1	0.1%

Value	Count	Frequency (%)
3.21	1	0.1%
3.13	1	0.1%
2.7	1	0.1%
2.67	1	0.1%
2.58	1	0.1%
2.47	1	0.1%
2.33	1	0.1%
2.19	1	0.1%
2.13	2	0.1%
2.12	1	0.1%

휴가기간
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	139
Distinct (%)	9.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.85

Minimum	0
Maximum	3.33
Zeros	257
Zeros (%)	17.4%
Negative	0
Negative (%)	0.0%
Memory size	13.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.83
median	0.96
Q3	1.04
95-th percentile	1.41
Maximum	3.33
Range	3.33
Interquartile range (IQR)	0.21

Descriptive statistics

Standard deviation	0.4592537
Coefficient of variation (CV)	0.54029847
Kurtosis	2.0422581
Mean	0.85
Median Absolute Deviation (MAD)	0.1
Skewness	-0.25826197
Sum	1255.45
Variance	0.21091396
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	257	17.4%
0.99	64	4.3%
0.97	63	4.3%
0.96	59	4.0%
0.98	58	3.9%
0.94	44	3.0%
1.01	43	2.9%
0.95	42	2.8%
1.0	41	2.8%
0.93	38	2.6%
Other values (129)	768	52.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	257	17.4%
0.16	1	0.1%
0.17	2	0.1%
0.19	2	0.1%
0.29	1	0.1%
0.33	2	0.1%
0.38	1	0.1%
0.44	1	0.1%
0.45	1	0.1%
0.48	4	0.3%

Value	Count	Frequency (%)
3.33	1	0.1%
3.16	1	0.1%
3.03	1	0.1%
2.9	1	0.1%
2.85	1	0.1%
2.78	1	0.1%
2.64	1	0.1%
2.3	1	0.1%
2.18	1	0.1%
2.11	1	0.1%

휴가기간 최대
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	198
Distinct (%)	13.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.0474949

Minimum	0
Maximum	4.88
Zeros	257
Zeros (%)	17.4%
Negative	0
Negative (%)	0.0%
Memory size	13.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.95
median	1.1
Q3	1.24
95-th percentile	2.07
Maximum	4.88
Range	4.88
Interquartile range (IQR)	0.29

Descriptive statistics

Standard deviation	0.65266513
Coefficient of variation (CV)	0.62307235
Kurtosis	4.397915
Mean	1.0474949
Median Absolute Deviation (MAD)	0.14
Skewness	0.87891259
Sum	1547.15
Variance	0.42597177
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	257	17.4%
1.11	48	3.2%
1.09	41	2.8%
1.1	41	2.8%
1.12	37	2.5%
1.15	36	2.4%
1.14	35	2.4%
1.07	32	2.2%
1.05	31	2.1%
1.13	31	2.1%
Other values (188)	888	60.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	257	17.4%
0.18	1	0.1%
0.22	1	0.1%
0.25	1	0.1%
0.26	1	0.1%
0.35	1	0.1%
0.37	1	0.1%
0.48	2	0.1%
0.53	1	0.1%
0.54	1	0.1%

Value	Count	Frequency (%)
4.88	1	0.1%
4.66	1	0.1%
4.53	1	0.1%
4.5	1	0.1%
4.25	1	0.1%
4.08	1	0.1%
3.9	1	0.1%
3.79	1	0.1%
3.71	1	0.1%
3.63	1	0.1%

추석기간
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	154
Distinct (%)	10.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.86582261

Minimum	0
Maximum	3.04
Zeros	267
Zeros (%)	18.1%
Negative	0
Negative (%)	0.0%
Memory size	13.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.77
median	0.98
Q3	1.11
95-th percentile	1.51
Maximum	3.04
Range	3.04
Interquartile range (IQR)	0.34

Descriptive statistics

Standard deviation	0.47359185
Coefficient of variation (CV)	0.54698485
Kurtosis	0.33218977
Mean	0.86582261
Median Absolute Deviation (MAD)	0.17
Skewness	-0.55780616
Sum	1278.82
Variance	0.22428924
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	267	18.1%
0.98	39	2.6%
1.01	34	2.3%
1.07	33	2.2%
1.08	33	2.2%
1.03	32	2.2%
1.06	32	2.2%
1.02	31	2.1%
0.9	30	2.0%
0.96	28	1.9%
Other values (144)	918	62.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	267	18.1%
0.11	1	0.1%
0.17	1	0.1%
0.21	1	0.1%
0.22	1	0.1%
0.23	1	0.1%
0.25	1	0.1%
0.29	1	0.1%
0.35	1	0.1%
0.39	1	0.1%

Value	Count	Frequency (%)
3.04	1	0.1%
2.83	1	0.1%
2.41	1	0.1%
2.26	1	0.1%
2.2	1	0.1%
2.14	1	0.1%
2.13	1	0.1%
2.0	1	0.1%
1.98	1	0.1%
1.96	1	0.1%

추석기간 최대
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	182
Distinct (%)	12.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.033629

Minimum	0
Maximum	3.71
Zeros	267
Zeros (%)	18.1%
Negative	0
Negative (%)	0.0%
Memory size	13.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.9
median	1.1
Q3	1.34
95-th percentile	1.932
Maximum	3.71
Range	3.71
Interquartile range (IQR)	0.44

Descriptive statistics

Standard deviation	0.59807661
Coefficient of variation (CV)	0.57861827
Kurtosis	0.55827987
Mean	1.033629
Median Absolute Deviation (MAD)	0.22
Skewness	-0.14597629
Sum	1526.67
Variance	0.35769563
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	267	18.1%
1.1	35	2.4%
1.15	33	2.2%
1.11	32	2.2%
1.08	31	2.1%
1.12	31	2.1%
1.13	31	2.1%
1.14	30	2.0%
1.07	28	1.9%
1.02	25	1.7%
Other values (172)	934	63.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	267	18.1%
0.17	1	0.1%
0.26	1	0.1%
0.29	1	0.1%
0.33	1	0.1%
0.38	1	0.1%
0.39	1	0.1%
0.43	1	0.1%
0.46	1	0.1%
0.52	2	0.1%

Value	Count	Frequency (%)
3.71	1	0.1%
3.51	1	0.1%
3.38	1	0.1%
3.36	1	0.1%
2.8	1	0.1%
2.72	1	0.1%
2.63	1	0.1%
2.61	2	0.1%
2.55	3	0.2%
2.52	2	0.1%

연말기간
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	159
Distinct (%)	10.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.80949898

Minimum	0
Maximum	3.32
Zeros	260
Zeros (%)	17.6%
Negative	0
Negative (%)	0.0%
Memory size	13.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.76
median	0.91
Q3	1
95-th percentile	1.382
Maximum	3.32
Range	3.32
Interquartile range (IQR)	0.24

Descriptive statistics

Standard deviation	0.4515757
Coefficient of variation (CV)	0.55784592
Kurtosis	1.2503969
Mean	0.80949898
Median Absolute Deviation (MAD)	0.11
Skewness	-0.21806924
Sum	1195.63
Variance	0.20392062
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	260	17.6%
0.94	53	3.6%
0.92	51	3.5%
0.91	49	3.3%
0.93	46	3.1%
0.89	46	3.1%
0.87	40	2.7%
0.96	39	2.6%
0.99	38	2.6%
0.88	36	2.4%
Other values (149)	819	55.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	260	17.6%
0.05	1	0.1%
0.12	1	0.1%
0.15	2	0.1%
0.17	2	0.1%
0.2	1	0.1%
0.21	1	0.1%
0.25	1	0.1%
0.26	1	0.1%
0.29	1	0.1%

Value	Count	Frequency (%)
3.32	1	0.1%
2.62	1	0.1%
2.4	1	0.1%
2.36	1	0.1%
2.35	1	0.1%
2.24	1	0.1%
2.22	2	0.1%
2.21	1	0.1%
2.2	1	0.1%
2.18	1	0.1%

연말기간 최대
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	185
Distinct (%)	12.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.93953961

Minimum	0
Maximum	3.66
Zeros	260
Zeros (%)	17.6%
Negative	0
Negative (%)	0.0%
Memory size	13.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.89
median	1.03
Q3	1.12
95-th percentile	1.72
Maximum	3.66
Range	3.66
Interquartile range (IQR)	0.23

Descriptive statistics

Standard deviation	0.54890115
Coefficient of variation (CV)	0.58422353
Kurtosis	1.9532305
Mean	0.93953961
Median Absolute Deviation (MAD)	0.11
Skewness	0.18823221
Sum	1387.7
Variance	0.30129247
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0	260	17.6%
1.03	57	3.9%
1.07	56	3.8%
1.05	51	3.5%
1.06	49	3.3%
1.08	47	3.2%
1.02	46	3.1%
1.04	45	3.0%
1.09	39	2.6%
1.01	37	2.5%
Other values (175)	790	53.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	260	17.6%
0.06	1	0.1%
0.13	1	0.1%
0.16	1	0.1%
0.18	2	0.1%
0.21	1	0.1%
0.23	2	0.1%
0.29	2	0.1%
0.34	1	0.1%
0.36	2	0.1%

Value	Count	Frequency (%)
3.66	1	0.1%
3.36	1	0.1%
3.22	1	0.1%
3.11	1	0.1%
3.07	1	0.1%
3.03	1	0.1%
3.02	1	0.1%
3.0	1	0.1%
2.93	1	0.1%
2.85	1	0.1%

Heatmap
Table

	년도	호선명	호선코드	지점번호	시군명	설기간	설기간 최대	휴가기간	휴가기간 최대	추석기간	추석기간 최대	연말기간	연말기간 최대
년도	1.000	0.000	0.000	0.000	0.000	0.339	0.414	0.523	0.457	0.382	0.335	0.504	0.582
호선명	0.000	1.000	1.000	1.000	0.928	0.373	0.368	0.373	0.465	0.352	0.366	0.325	0.324
호선코드	0.000	1.000	1.000	1.000	0.775	0.281	0.124	0.334	0.344	0.173	0.145	0.043	0.089
지점번호	0.000	1.000	1.000	1.000	0.999	0.688	0.690	0.768	0.837	0.674	0.737	0.630	0.598
시군명	0.000	0.928	0.775	0.999	1.000	0.434	0.433	0.415	0.470	0.441	0.423	0.411	0.374
설기간	0.339	0.373	0.281	0.688	0.434	1.000	0.901	0.681	0.590	0.925	0.874	0.834	0.652
설기간 최대	0.414	0.368	0.124	0.690	0.433	0.901	1.000	0.797	0.729	0.818	0.775	0.688	0.772
휴가기간	0.523	0.373	0.334	0.768	0.415	0.681	0.797	1.000	0.955	0.735	0.688	0.705	0.796
휴가기간 최대	0.457	0.465	0.344	0.837	0.470	0.590	0.729	0.955	1.000	0.674	0.673	0.638	0.742
추석기간	0.382	0.352	0.173	0.674	0.441	0.925	0.818	0.735	0.674	1.000	0.956	0.851	0.678
추석기간 최대	0.335	0.366	0.145	0.737	0.423	0.874	0.775	0.688	0.673	0.956	1.000	0.788	0.615
연말기간	0.504	0.325	0.043	0.630	0.411	0.834	0.688	0.705	0.638	0.851	0.788	1.000	0.921
연말기간 최대	0.582	0.324	0.089	0.598	0.374	0.652	0.772	0.796	0.742	0.678	0.615	0.921	1.000

Heatmap
Table

	호선명	시군명
호선명	1.000	0.618
시군명	0.618	1.000

Heatmap
Table

	년도	호선코드	설기간	설기간 최대	휴가기간	휴가기간 최대	추석기간	추석기간 최대	연말기간	연말기간 최대	호선명	시군명
년도	1.000	0.033	-0.044	0.170	0.307	0.383	0.005	0.155	-0.288	-0.258	0.000	0.000
호선코드	0.033	1.000	-0.160	-0.118	-0.034	-0.005	-0.108	-0.073	-0.068	-0.013	0.997	0.482
설기간	-0.044	-0.160	1.000	0.865	0.415	0.411	0.617	0.547	0.298	0.285	0.163	0.182
설기간 최대	0.170	-0.118	0.865	1.000	0.462	0.506	0.595	0.621	0.230	0.260	0.153	0.174
휴가기간	0.307	-0.034	0.415	0.462	1.000	0.846	0.611	0.625	0.165	0.178	0.163	0.165
휴가기간 최대	0.383	-0.005	0.411	0.506	0.846	1.000	0.616	0.687	0.125	0.190	0.211	0.193
추석기간	0.005	-0.108	0.617	0.595	0.611	0.616	1.000	0.934	0.324	0.327	0.153	0.183
추석기간 최대	0.155	-0.073	0.547	0.621	0.625	0.687	0.934	1.000	0.241	0.272	0.159	0.176
연말기간	-0.288	-0.068	0.298	0.230	0.165	0.125	0.324	0.241	1.000	0.929	0.139	0.171
연말기간 최대	-0.258	-0.013	0.285	0.260	0.178	0.190	0.327	0.272	0.929	1.000	0.133	0.143
호선명	0.000	0.997	0.163	0.153	0.163	0.211	0.153	0.159	0.139	0.133	1.000	0.618
시군명	0.000	0.482	0.182	0.174	0.165	0.193	0.183	0.176	0.171	0.143	0.618	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

	년도	호선명	호선코드	지점번호	시군명	설기간	설기간 최대	휴가기간	휴가기간 최대	추석기간	추석기간 최대	연말기간	연말기간 최대
0	2022	일반국도 1호선	1	0141-01	파주	0.73	0.89	0.97	1.11	0.82	0.89	0.99	1.05
1	2022	일반국도 1호선	1	0142-00	파주	0.79	0.89	0.97	1.28	1.32	1.73	0.87	0.97
2	2022	일반국도 1호선	1	0134-00	평택	0.78	0.95	0.96	1.09	0.77	1.16	0.98	1.07
3	2022	일반국도 17호선	17	1728-02	용인	0.66	1.11	0.98	1.18	0.86	1.17	0.94	1.08
4	2022	일반국도 3호선	3	0334-01	양주	0.73	0.85	0.97	1.14	0.86	0.93	0.99	1.09
5	2022	일반국도 3호선	3	0335-01	연천	0.84	0.94	1.03	1.21	1.06	1.22	1.0	1.06
6	2022	일반국도 3호선	3	0331-01	광주	0.89	1.02	0.0	0.0	0.0	0.0	0.0	0.0
7	2022	일반국도 3호선	3	0331-00	광주	0.93	1.18	1.06	1.33	1.15	2.04	0.9	1.01
8	2022	일반국도 3호선	3	0336-02	연천	0.76	0.85	1.02	1.16	1.05	1.14	0.94	1.04
9	2022	일반국도 3호선	3	0328-02	여주	0.9	1.88	1.03	1.41	1.4	2.61	0.91	1.07

	년도	호선명	호선코드	지점번호	시군명	설기간	설기간 최대	휴가기간	휴가기간 최대	추석기간	추석기간 최대	연말기간	연말기간 최대
1467	2002	일반국도 47호선	47	4707-00	남양	0.89	0.96	0.97	1.01	0.94	1.04	1.03	1.16
1468	2002	일반국도 48호선	48	4802-03	김포	1.2	1.61	0.8	0.84	1.27	1.49	1.32	1.62
1469	2002	일반국도 48호선	48	4802-02	김포	0.88	1.05	0.94	1.0	0.96	1.07	1.06	1.17
1470	2002	일반국도 48호선	48	4803-02	김포	0.82	0.95	1.01	1.08	0.96	1.1	0.99	1.08
1471	2002	일반국도 6호선	6	0605-00	남양	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0
1472	2002	일반국도 6호선	6	0606-04	양평	1.18	1.41	0.93	1.17	1.39	1.57	1.48	1.85
1473	2002	일반국도 6호선	6	0608-01	양평	1.44	1.95	1.12	1.28	1.61	1.71	1.99	2.48
1474	2002	일반국도 6호선	6	0608-02	양평	1.45	1.78	0.93	1.22	1.72	1.85	2.2	2.84
1475	2002	일반국도 77호선	77	7721-01	평택	0.6	0.79	0.95	1.13	0.64	0.72	0.84	0.95
1476	2002	일반국도 82호선	82	8201-04	화성	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Dash Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Interactions

Correlations

Missing values

Sample