gimi9 Pandas Profiling

Dataset statistics

Number of variables	16
Number of observations	100
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	13.8 KiB
Average record size in memory	141.3 B

Variable types

Numeric	9
Categorical	4
Text	3

Dataset

Description	샘플 데이터
Author	노바코스
URL	https://www.bigdata-environment.kr/user/data_market/detail.do?id=fe07acf0-45f6-11ec-a070-ab81432fd4e1

Alerts

`도로종류` has constant value ""	Constant
`측정일` has constant value ""	Constant
`측정시간` has constant value ""	Constant
`co((g/km))` is highly overall correlated with `nox((g/km))` and 3 other fields	High correlation
`nox((g/km))` is highly overall correlated with `co((g/km))` and 3 other fields	High correlation
`hc((g/km))` is highly overall correlated with `co((g/km))` and 3 other fields	High correlation
`pm((g/km))` is highly overall correlated with `co((g/km))` and 3 other fields	High correlation
`co2((g/km))` is highly overall correlated with `co((g/km))` and 3 other fields	High correlation
`기본키` has unique values	Unique
`co((g/km))` has unique values	Unique
`nox((g/km))` has unique values	Unique
`hc((g/km))` has unique values	Unique
`pm((g/km))` has unique values	Unique
`co2((g/km))` has unique values	Unique

Reproduction

Analysis started	2023-12-10 13:02:05.778484
Analysis finished	2023-12-10 13:02:16.283309
Duration	10.5 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

기본키
Real number (ℝ)

UNIQUE

Distinct	100
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	50.5

Minimum	1
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	1
5-th percentile	5.95
Q1	25.75
median	50.5
Q3	75.25
95-th percentile	95.05
Maximum	100
Range	99
Interquartile range (IQR)	49.5

Descriptive statistics

Standard deviation	29.011492
Coefficient of variation (CV)	0.57448499
Kurtosis	-1.2
Mean	50.5
Median Absolute Deviation (MAD)	25
Skewness	0
Sum	5050
Variance	841.66667
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	1	1.0%
65	1	1.0%
75	1	1.0%
74	1	1.0%
73	1	1.0%
72	1	1.0%
71	1	1.0%
70	1	1.0%
69	1	1.0%
68	1	1.0%
Other values (90)	90	90.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	1.0%
2	1	1.0%
3	1	1.0%
4	1	1.0%
5	1	1.0%
6	1	1.0%
7	1	1.0%
8	1	1.0%
9	1	1.0%
10	1	1.0%

Value	Count	Frequency (%)
100	1	1.0%
99	1	1.0%
98	1	1.0%
97	1	1.0%
96	1	1.0%
95	1	1.0%
94	1	1.0%
93	1	1.0%
92	1	1.0%
91	1	1.0%

도로종류
Categorical

CONSTANT

Distinct	1
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

건기연	100

Length

Max length	3
Median length	3
Mean length	3
Min length	3

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	건기연
2nd row	건기연
3rd row	건기연
4th row	건기연
5th row	건기연

Common Values

Value	Count	Frequency (%)
건기연	100	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
건기연	100	100.0%

지점
Text

Distinct	50
Distinct (%)	50.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Characters and Unicode

Total characters	800
Distinct characters	13
Distinct categories	4 ?
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	0 ?
Unique (%)	0.0%

Sample

1st row	[0134-0]
2nd row	[0134-0]
3rd row	[0141-1]
4th row	[0141-1]
5th row	[0142-0]

Value	Count	Frequency (%)
0134-0	2	2.0%
4207-0	2	2.0%
4509-0	2	2.0%
3804-1	2	2.0%
3804-2	2	2.0%
3906-1	2	2.0%
3906-4	2	2.0%
3907-1	2	2.0%
3918-2	2	2.0%
4202-1	2	2.0%
Other values (40)	80	80.0%

Most occurring characters

Value	Count	Frequency (%)
0	120	15.0%
[	100	12.5%
-	100	12.5%
]	100	12.5%
3	86	10.8%
1	70	8.8%
4	62	7.8%
2	56	7.0%
7	26	3.2%
8	24	3.0%
Other values (3)	56	7.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	500	62.5%
Open Punctuation	100	12.5%
Dash Punctuation	100	12.5%
Close Punctuation	100	12.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	120	24.0%
3	86	17.2%
1	70	14.0%
4	62	12.4%
2	56	11.2%
7	26	5.2%
8	24	4.8%
5	22	4.4%
6	18	3.6%
9	16	3.2%

Open Punctuation

Value	Count	Frequency (%)
[	100	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	100	100.0%

Close Punctuation

Value	Count	Frequency (%)
]	100	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	800	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	120	15.0%
[	100	12.5%
-	100	12.5%
]	100	12.5%
3	86	10.8%
1	70	8.8%
4	62	7.8%
2	56	7.0%
7	26	3.2%
8	24	3.0%
Other values (3)	56	7.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	800	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	120	15.0%
[	100	12.5%
-	100	12.5%
]	100	12.5%
3	86	10.8%
1	70	8.8%
4	62	7.8%
2	56	7.0%
7	26	3.2%
8	24	3.0%
Other values (3)	56	7.0%

방향
Categorical

Distinct	2
Distinct (%)	2.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

1	50
2	50

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
1	50	50.0%
2	50	50.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	50	50.0%
2	50	50.0%

측정구간
Text

Distinct	50
Distinct (%)	50.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

Length

Max length	9
Median length	5
Mean length	5.2
Min length	4

Characters and Unicode

Total characters	520
Distinct characters	82
Distinct categories	3 ?
Distinct scripts	3 ?
Distinct blocks	2 ?

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	송탄-오산
2nd row	송탄-오산
3rd row	고양-파주
4th row	고양-파주
5th row	당동-파평

Value	Count	Frequency (%)
송탄-오산	2	2.0%
부발-여주	2	2.0%
광주-팔당	2	2.0%
죽산교-일죽	2	2.0%
안성-죽산	2	2.0%
아산만-덕목	2	2.0%
발안ic-청북ic	2	2.0%
팔탄-비봉	2	2.0%
일영-의정부	2	2.0%
시흥-목감	2	2.0%
Other values (40)	80	80.0%

Most occurring characters

Value	Count	Frequency (%)
-	100	19.2%
천	24	4.6%
평	22	4.2%
부	14	2.7%
양	14	2.7%
주	14	2.7%
안	14	2.7%
성	12	2.3%
중	12	2.3%
동	10	1.9%
Other values (72)	284	54.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	412	79.2%
Dash Punctuation	100	19.2%
Uppercase Letter	8	1.5%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
천	24	5.8%
평	22	5.3%
부	14	3.4%
양	14	3.4%
주	14	3.4%
안	14	3.4%
성	12	2.9%
중	12	2.9%
동	10	2.4%
산	10	2.4%
Other values (69)	266	64.6%

Uppercase Letter

Value	Count	Frequency (%)
C	4	50.0%
I	4	50.0%

Dash Punctuation

Value	Count	Frequency (%)
-	100	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	412	79.2%
Common	100	19.2%
Latin	8	1.5%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
천	24	5.8%
평	22	5.3%
부	14	3.4%
양	14	3.4%
주	14	3.4%
안	14	3.4%
성	12	2.9%
중	12	2.9%
동	10	2.4%
산	10	2.4%
Other values (69)	266	64.6%

Latin

Value	Count	Frequency (%)
C	4	50.0%
I	4	50.0%

Common

Value	Count	Frequency (%)
-	100	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	412	79.2%
ASCII	108	20.8%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
-	100	92.6%
C	4	3.7%
I	4	3.7%

Hangul

Value	Count	Frequency (%)
천	24	5.8%
평	22	5.3%
부	14	3.4%
양	14	3.4%
주	14	3.4%
안	14	3.4%
성	12	2.9%
중	12	2.9%
동	10	2.4%
산	10	2.4%
Other values (69)	266	64.6%

연장((km))
Real number (ℝ)

Distinct	45
Distinct (%)	45.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.896

Minimum	1.5
Maximum	27.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	1.5
5-th percentile	2.6
Q1	5.4
median	8
Q3	11
95-th percentile	18.8
Maximum	27.5
Range	26
Interquartile range (IQR)	5.6

Descriptive statistics

Standard deviation	5.0863636
Coefficient of variation (CV)	0.5717585
Kurtosis	2.2030702
Mean	8.896
Median Absolute Deviation (MAD)	2.75
Skewness	1.2466205
Sum	889.6
Variance	25.871095
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=45)

Value	Count	Frequency (%)
6.0	4	4.0%
4.8	4	4.0%
5.4	4	4.0%
10.6	4	4.0%
6.1	4	4.0%
6.2	2	2.0%
5.0	2	2.0%
5.6	2	2.0%
2.7	2	2.0%
18.8	2	2.0%
Other values (35)	70	70.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.5	2	2.0%
2.0	2	2.0%
2.6	2	2.0%
2.7	2	2.0%
3.1	2	2.0%
3.4	2	2.0%
4.1	2	2.0%
4.3	2	2.0%
4.8	4	4.0%
5.0	2	2.0%

Value	Count	Frequency (%)
27.5	2	2.0%
19.0	2	2.0%
18.8	2	2.0%
17.6	2	2.0%
15.5	2	2.0%
15.4	2	2.0%
14.7	2	2.0%
14.6	2	2.0%
12.9	2	2.0%
12.6	2	2.0%

측정일
Categorical

CONSTANT

Distinct	1
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

20210201	100

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	20210201
2nd row	20210201
3rd row	20210201
4th row	20210201
5th row	20210201

Common Values

Value	Count	Frequency (%)
20210201	100	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
20210201	100	100.0%

측정시간
Categorical

CONSTANT

Distinct	1
Distinct (%)	1.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

0	100

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	0
5th row	0

Common Values

Value	Count	Frequency (%)
0	100	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
0	100	100.0%

좌표위치위도((°))
Real number (ℝ)

Distinct	50
Distinct (%)	50.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	37.428894

Minimum	36.95627
Maximum	38.06264
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	36.95627
5-th percentile	36.96033
Q1	37.16502
median	37.380095
Q3	37.71834
95-th percentile	38.0169
Maximum	38.06264
Range	1.10637
Interquartile range (IQR)	0.55332

Descriptive statistics

Standard deviation	0.3322548
Coefficient of variation (CV)	0.0088769602
Kurtosis	-0.97791484
Mean	37.428894
Median Absolute Deviation (MAD)	0.24408
Skewness	0.39604729
Sum	3742.8894
Variance	0.11039325
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
37.09529	2	2.0%
37.19991	2	2.0%
37.02727	2	2.0%
36.95866	2	2.0%
37.05786	2	2.0%
37.23589	2	2.0%
37.71834	2	2.0%
37.39258	2	2.0%
37.23653	2	2.0%
37.2375	2	2.0%
Other values (40)	80	80.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
36.95627	2	2.0%
36.95866	2	2.0%
36.96033	2	2.0%
36.98521	2	2.0%
37.00613	2	2.0%
37.01644	2	2.0%
37.02727	2	2.0%
37.05786	2	2.0%
37.08149	2	2.0%
37.09529	2	2.0%

Value	Count	Frequency (%)
38.06264	2	2.0%
38.06053	2	2.0%
38.0169	2	2.0%
37.99285	2	2.0%
37.96019	2	2.0%
37.93198	2	2.0%
37.91419	2	2.0%
37.87708	2	2.0%
37.83225	2	2.0%
37.75866	2	2.0%

좌표위치경도((°))
Real number (ℝ)

Distinct	50
Distinct (%)	50.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	127.21649

Minimum	126.77946
Maximum	127.74421
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	126.77946
5-th percentile	126.83253
Q1	127.0284
median	127.2374
Q3	127.37997
95-th percentile	127.62684
Maximum	127.74421
Range	0.96475
Interquartile range (IQR)	0.35157

Descriptive statistics

Standard deviation	0.24778971
Coefficient of variation (CV)	0.0019477798
Kurtosis	-0.80748604
Mean	127.21649
Median Absolute Deviation (MAD)	0.172565
Skewness	0.086706674
Sum	12721.649
Variance	0.061399741
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
127.06364	2	2.0%
126.9889	2	2.0%
127.3367	2	2.0%
126.92256	2	2.0%
126.92508	2	2.0%
126.88236	2	2.0%
126.92818	2	2.0%
126.85818	2	2.0%
127.166	2	2.0%
127.3107	2	2.0%
Other values (40)	80	80.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
126.77946	2	2.0%
126.82904	2	2.0%
126.83253	2	2.0%
126.85818	2	2.0%
126.85908	2	2.0%
126.88236	2	2.0%
126.88641	2	2.0%
126.91531	2	2.0%
126.92256	2	2.0%
126.92508	2	2.0%

Value	Count	Frequency (%)
127.74421	2	2.0%
127.6367	2	2.0%
127.62684	2	2.0%
127.61201	2	2.0%
127.60231	2	2.0%
127.56566	2	2.0%
127.55994	2	2.0%
127.49045	2	2.0%
127.44132	2	2.0%
127.42763	2	2.0%

co((g/km))
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	100
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8487.8626

Minimum	940.29
Maximum	36282.94
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	940.29
5-th percentile	1956.8905
Q1	4268.215
median	7484.265
Q3	10996.155
95-th percentile	18841.392
Maximum	36282.94
Range	35342.65
Interquartile range (IQR)	6727.94

Descriptive statistics

Standard deviation	6150.2105
Coefficient of variation (CV)	0.72458884
Kurtosis	5.0713778
Mean	8487.8626
Median Absolute Deviation (MAD)	3278.73
Skewness	1.8407634
Sum	848786.26
Variance	37825089
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11345.58	1	1.0%
4298.46	1	1.0%
4112.61	1	1.0%
8059.21	1	1.0%
8851.64	1	1.0%
8658.04	1	1.0%
8158.64	1	1.0%
14440.54	1	1.0%
15185.96	1	1.0%
8152.04	1	1.0%
Other values (90)	90	90.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
940.29	1	1.0%
1080.56	1	1.0%
1455.42	1	1.0%
1463.72	1	1.0%
1861.9	1	1.0%
1961.89	1	1.0%
1984.47	1	1.0%
1992.1	1	1.0%
1993.22	1	1.0%
2041.98	1	1.0%

Value	Count	Frequency (%)
36282.94	1	1.0%
31710.6	1	1.0%
24187.01	1	1.0%
23023.92	1	1.0%
19731.96	1	1.0%
18794.52	1	1.0%
18462.91	1	1.0%
17561.67	1	1.0%
15832.38	1	1.0%
15185.96	1	1.0%

nox((g/km))
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	100
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7990.0545

Minimum	735.14
Maximum	28223.75
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	735.14
5-th percentile	1641.631
Q1	3782.165
median	7576.94
Q3	10019.16
95-th percentile	19966.14
Maximum	28223.75
Range	27488.61
Interquartile range (IQR)	6236.995

Descriptive statistics

Standard deviation	5448.2342
Coefficient of variation (CV)	0.68187698
Kurtosis	2.2884293
Mean	7990.0545
Median Absolute Deviation (MAD)	3351.45
Skewness	1.3787719
Sum	799005.45
Variance	29683256
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10396.56	1	1.0%
3232.24	1	1.0%
3421.51	1	1.0%
7974.96	1	1.0%
9600.94	1	1.0%
10019.02	1	1.0%
9936.82	1	1.0%
12425.69	1	1.0%
12679.84	1	1.0%
6705.12	1	1.0%
Other values (90)	90	90.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
735.14	1	1.0%
845.42	1	1.0%
1154.32	1	1.0%
1158.26	1	1.0%
1587.12	1	1.0%
1644.5	1	1.0%
1917.97	1	1.0%
1923.49	1	1.0%
2028.22	1	1.0%
2331.65	1	1.0%

Value	Count	Frequency (%)
28223.75	1	1.0%
24144.36	1	1.0%
23236.06	1	1.0%
22268.7	1	1.0%
21086.57	1	1.0%
19907.17	1	1.0%
18208.09	1	1.0%
17660.14	1	1.0%
16446.61	1	1.0%
15702.35	1	1.0%

hc((g/km))
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	100
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1052.5158

Minimum	96.24
Maximum	4008.21
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	96.24
5-th percentile	211.6385
Q1	500.225
median	947.23
Q3	1312.27
95-th percentile	2711.8045
Maximum	4008.21
Range	3911.97
Interquartile range (IQR)	812.045

Descriptive statistics

Standard deviation	749.52211
Coefficient of variation (CV)	0.71212433
Kurtosis	2.9869923
Mean	1052.5158
Median Absolute Deviation (MAD)	423.57
Skewness	1.5679909
Sum	105251.58
Variance	561783.39
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1300.08	1	1.0%
473.66	1	1.0%
415.92	1	1.0%
991.32	1	1.0%
1218.63	1	1.0%
1268.22	1	1.0%
1245.84	1	1.0%
1736.54	1	1.0%
1791.52	1	1.0%
895.19	1	1.0%
Other values (90)	90	90.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
96.24	1	1.0%
111.0	1	1.0%
149.5	1	1.0%
156.75	1	1.0%
198.88	1	1.0%
212.31	1	1.0%
243.64	1	1.0%
256.22	1	1.0%
279.29	1	1.0%
314.21	1	1.0%

Value	Count	Frequency (%)
4008.21	1	1.0%
3321.82	1	1.0%
3270.55	1	1.0%
2982.96	1	1.0%
2818.1	1	1.0%
2706.21	1	1.0%
2589.87	1	1.0%
2257.08	1	1.0%
2131.46	1	1.0%
2039.24	1	1.0%

pm((g/km))
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	100
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	454.3902

Minimum	43.72
Maximum	1325.94
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	43.72
5-th percentile	76.423
Q1	213.5425
median	443.515
Q3	595.4875
95-th percentile	1133.354
Maximum	1325.94
Range	1282.22
Interquartile range (IQR)	381.945

Descriptive statistics

Standard deviation	291.66198
Coefficient of variation (CV)	0.6418756
Kurtosis	1.1482197
Mean	454.3902
Median Absolute Deviation (MAD)	183.855
Skewness	1.056897
Sum	45439.02
Variance	85066.711
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
564.48	1	1.0%
195.3	1	1.0%
172.94	1	1.0%
522.86	1	1.0%
645.9	1	1.0%
594.46	1	1.0%
598.57	1	1.0%
608.29	1	1.0%
616.31	1	1.0%
405.95	1	1.0%
Other values (90)	90	90.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
43.72	1	1.0%
53.22	1	1.0%
54.62	1	1.0%
64.31	1	1.0%
75.91	1	1.0%
76.45	1	1.0%
111.52	1	1.0%
111.68	1	1.0%
133.3	1	1.0%
136.7	1	1.0%

Value	Count	Frequency (%)
1325.94	1	1.0%
1311.51	1	1.0%
1278.65	1	1.0%
1194.83	1	1.0%
1134.57	1	1.0%
1133.29	1	1.0%
1014.05	1	1.0%
942.18	1	1.0%
864.86	1	1.0%
819.21	1	1.0%

co2((g/km))
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	100
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2139642.9

Minimum	243173.89
Maximum	9321133
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	243173.89
5-th percentile	473104.54
Q1	1085695.7
median	1901472.5
Q3	2787449.6
95-th percentile	4614116.7
Maximum	9321133
Range	9077959.1
Interquartile range (IQR)	1701753.9

Descriptive statistics

Standard deviation	1554586
Coefficient of variation (CV)	0.72656328
Kurtosis	5.7010171
Mean	2139642.9
Median Absolute Deviation (MAD)	842332.03
Skewness	1.9282697
Sum	2.1396429 × 10⁸
Variance	2.4167376 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2877507.37	1	1.0%
1098943.68	1	1.0%
1056797.02	1	1.0%
2039977.68	1	1.0%
2206433.93	1	1.0%
2201679.09	1	1.0%
2061594.18	1	1.0%
3662175.24	1	1.0%
3846136.19	1	1.0%
1955445.36	1	1.0%
Other values (90)	90	90.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
243173.89	1	1.0%
279628.47	1	1.0%
370353.86	1	1.0%
378015.09	1	1.0%
460941.85	1	1.0%
473744.68	1	1.0%
478540.42	1	1.0%
494372.5	1	1.0%
501837.25	1	1.0%
506104.49	1	1.0%

Value	Count	Frequency (%)
9321133.02	1	1.0%
8214350.88	1	1.0%
6190781.62	1	1.0%
5665556.45	1	1.0%
4795931.63	1	1.0%
4604547.45	1	1.0%
4347134.49	1	1.0%
4282097.0	1	1.0%
4062487.12	1	1.0%
3846136.19	1	1.0%

주소
Text

Distinct	50
Distinct (%)	50.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

Length

Max length	12
Median length	11
Mean length	10.64
Min length	8

Characters and Unicode

Total characters	1064
Distinct characters	107
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	경기 평택 진위 신
2nd row	경기 평택 진위 신
3rd row	경기 파주 조리 장곡
4th row	경기 파주 조리 장곡
5th row	경기 파주 문산 당동

Value	Count	Frequency (%)
경기	100	25.8%
평택	14	3.6%
용인	12	3.1%
광주	10	2.6%
포천	8	2.1%
가평	8	2.1%
여주	8	2.1%
양평	6	1.5%
화성	6	1.5%
안성	6	1.5%
Other values (95)	210	54.1%

Most occurring characters

Value	Count	Frequency (%)
	288	27.1%
기	102	9.6%
경	100	9.4%
평	34	3.2%
주	30	2.8%
성	24	2.3%
양	18	1.7%
포	16	1.5%
용	16	1.5%
천	16	1.5%
Other values (97)	420	39.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	776	72.9%
Space Separator	288	27.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
기	102	13.1%
경	100	12.9%
평	34	4.4%
주	30	3.9%
성	24	3.1%
양	18	2.3%
포	16	2.1%
용	16	2.1%
천	16	2.1%
가	16	2.1%
Other values (96)	404	52.1%

Space Separator

Value	Count	Frequency (%)
	288	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	776	72.9%
Common	288	27.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
기	102	13.1%
경	100	12.9%
평	34	4.4%
주	30	3.9%
성	24	3.1%
양	18	2.3%
포	16	2.1%
용	16	2.1%
천	16	2.1%
가	16	2.1%
Other values (96)	404	52.1%

Common

Value	Count	Frequency (%)
	288	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	776	72.9%
ASCII	288	27.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	288	100.0%

Hangul

Value	Count	Frequency (%)
기	102	13.1%
경	100	12.9%
평	34	4.4%
주	30	3.9%
성	24	3.1%
양	18	2.3%
포	16	2.1%
용	16	2.1%
천	16	2.1%
가	16	2.1%
Other values (96)	404	52.1%

Phik (φk)
Auto

Heatmap
Table

	기본키	지점	방향	측정구간	연장((km))	좌표위치위도((°))	좌표위치경도((°))	co((g/km))	nox((g/km))	hc((g/km))	pm((g/km))	co2((g/km))	주소
기본키	1.000	1.000	0.000	1.000	0.585	0.842	0.829	0.517	0.602	0.623	0.670	0.465	1.000
지점	1.000	1.000	0.000	1.000	1.000	1.000	1.000	0.964	0.945	0.968	0.882	0.907	1.000
방향	0.000	0.000	1.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000
측정구간	1.000	1.000	0.000	1.000	1.000	1.000	1.000	0.964	0.945	0.968	0.882	0.907	1.000
연장((km))	0.585	1.000	0.000	1.000	1.000	0.561	0.615	0.516	0.547	0.565	0.262	0.396	1.000
좌표위치위도((°))	0.842	1.000	0.000	1.000	0.561	1.000	0.819	0.432	0.544	0.628	0.500	0.290	1.000
좌표위치경도((°))	0.829	1.000	0.000	1.000	0.615	0.819	1.000	0.481	0.436	0.504	0.226	0.282	1.000
co((g/km))	0.517	0.964	0.000	0.964	0.516	0.432	0.481	1.000	0.901	0.925	0.782	0.994	0.964
nox((g/km))	0.602	0.945	0.000	0.945	0.547	0.544	0.436	0.901	1.000	0.987	0.964	0.894	0.945
hc((g/km))	0.623	0.968	0.000	0.968	0.565	0.628	0.504	0.925	0.987	1.000	0.939	0.923	0.968
pm((g/km))	0.670	0.882	0.000	0.882	0.262	0.500	0.226	0.782	0.964	0.939	1.000	0.837	0.882
co2((g/km))	0.465	0.907	0.000	0.907	0.396	0.290	0.282	0.994	0.894	0.923	0.837	1.000	0.907
주소	1.000	1.000	0.000	1.000	1.000	1.000	1.000	0.964	0.945	0.968	0.882	0.907	1.000

Heatmap
Table

	기본키	연장((km))	좌표위치위도((°))	좌표위치경도((°))	co((g/km))	nox((g/km))	hc((g/km))	pm((g/km))	co2((g/km))	방향
기본키	1.000	-0.189	-0.154	-0.026	0.023	-0.007	0.004	0.021	0.022	0.000
연장((km))	-0.189	1.000	0.283	0.011	0.025	0.008	0.002	-0.042	0.016	0.000
좌표위치위도((°))	-0.154	0.283	1.000	0.098	-0.247	-0.386	-0.341	-0.401	-0.259	0.000
좌표위치경도((°))	-0.026	0.011	0.098	1.000	-0.150	-0.196	-0.160	-0.201	-0.161	0.000
co((g/km))	0.023	0.025	-0.247	-0.150	1.000	0.947	0.975	0.896	0.997	0.000
nox((g/km))	-0.007	0.008	-0.386	-0.196	0.947	1.000	0.986	0.974	0.953	0.000
hc((g/km))	0.004	0.002	-0.341	-0.160	0.975	0.986	1.000	0.949	0.975	0.000
pm((g/km))	0.021	-0.042	-0.401	-0.201	0.896	0.974	0.949	1.000	0.902	0.000
co2((g/km))	0.022	0.016	-0.259	-0.161	0.997	0.953	0.975	0.902	1.000	0.000
방향	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	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

	기본키	도로종류	지점	방향	측정구간	연장((km))	측정일	좌표위치위도((°))	좌표위치경도((°))	co((g/km))	nox((g/km))	hc((g/km))	pm((g/km))	co2((g/km))	주소
0	1	건기연	[0134-0]	1	송탄-오산	6.2	20210201	37.09529	127.06364	11345.58	10396.56	1300.08	564.48	2877507.37	경기 평택 진위 신
1	2	건기연	[0134-0]	2	송탄-오산	6.2	20210201	37.09529	127.06364	10962.47	9829.76	1247.86	493.03	2761208.33	경기 평택 진위 신
2	3	건기연	[0141-1]	1	고양-파주	4.8	20210201	37.73328	126.83253	8865.72	8773.3	1093.46	602.21	2238581.9	경기 파주 조리 장곡
3	4	건기연	[0141-1]	2	고양-파주	4.8	20210201	37.73328	126.83253	8585.77	8473.41	1042.43	511.2	2175700.72	경기 파주 조리 장곡
4	5	건기연	[0142-0]	1	당동-파평	14.7	20210201	37.87708	126.77946	1861.9	1587.12	198.88	75.91	473744.68	경기 파주 문산 당동
5	6	건기연	[0142-0]	2	당동-파평	14.7	20210201	37.87708	126.77946	1984.47	1644.5	212.31	76.45	506104.49	경기 파주 문산 당동
6	7	건기연	[0328-2]	1	이천-장호원	9.6	20210201	37.19066	127.55994	4281.8	4937.5	614.15	355.06	1084945.89	경기 여주 가남 심석
7	8	건기연	[0328-2]	2	이천-장호원	9.6	20210201	37.19066	127.55994	4183.61	3800.26	519.92	261.07	1060105.76	경기 여주 가남 심석
8	9	건기연	[0330-1]	1	이천-광주	15.5	20210201	37.31793	127.42763	10105.4	10019.58	1404.5	566.61	2497781.89	경기 이천 신둔 수하
9	10	건기연	[0330-1]	2	이천-광주	15.5	20210201	37.31793	127.42763	9764.83	9674.43	1375.75	554.93	2388651.77	경기 이천 신둔 수하

	기본키	도로종류	지점	방향	측정구간	연장((km))	측정일	좌표위치위도((°))	좌표위치경도((°))	co((g/km))	nox((g/km))	hc((g/km))	pm((g/km))	co2((g/km))	주소
90	91	건기연	[4504-0]	1	안중-안성	6.0	20210201	36.96033	127.06603	7909.13	6206.02	873.8	310.39	2035288.35	경기 평택 팽성 남산
91	92	건기연	[4504-0]	2	안중-안성	6.0	20210201	36.96033	127.06603	8145.48	6411.23	923.36	418.84	2073387.68	경기 평택 팽성 남산
92	93	건기연	[4506-2]	1	장서-천	5.4	20210201	37.16502	127.20567	14196.64	16446.61	2131.46	864.86	3557179.56	경기 용인 이동 덕성
93	94	건기연	[4506-2]	2	장서-천	5.4	20210201	37.16502	127.20567	14282.81	17660.14	2257.08	1014.05	3547788.82	경기 용인 이동 덕성
94	95	건기연	[4508-0]	1	포곡-광주	3.1	20210201	37.34342	127.25053	6998.33	7428.65	894.78	535.86	1747992.94	경기 용인 모현 왕산
95	96	건기연	[4508-0]	2	포곡-광주	3.1	20210201	37.34342	127.25053	7649.14	8144.15	990.02	601.58	1919578.24	경기 용인 모현 왕산
96	97	건기연	[4509-0]	1	광주-팔당	19.0	20210201	37.4815	127.28101	5312.73	4239.74	668.21	247.22	1220619.45	경기 광주 남종 삼성
97	98	건기연	[4509-0]	2	광주-팔당	19.0	20210201	37.4815	127.28101	4479.49	4211.24	621.81	258.25	1085945.64	경기 광주 남종 삼성
98	99	건기연	[4512-1]	1	화도-청평	8.3	20210201	37.68735	127.37997	9804.74	7960.63	1070.61	449.18	2506733.88	경기 가평 청평 대성
99	100	건기연	[4512-1]	2	화도-청평	8.3	20210201	37.68735	127.37997	8579.14	6955.41	955.97	422.14	2188217.36	경기 가평 청평 대성

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Open Punctuation

Dash Punctuation

Close Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Uppercase Letter

Dash Punctuation

Most occurring scripts

Most frequent character per script

Hangul

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Common Values

Length

Common Values (Plot)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Other Letter

Space Separator

Most occurring scripts

Most frequent character per script

Hangul

Common

Most occurring blocks

Most frequent character per block

ASCII

Hangul

Interactions

Correlations

Missing values

Sample