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=d0979930-4b6c-11ec-a893-4d3e48f9e980

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	2024-04-17 01:51:32.489485
Analysis finished	2024-04-17 01:51:39.224174
Duration	6.73 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	[0314-0]
2nd row	[0314-0]
3rd row	[0317-0]
4th row	[0317-0]
5th row	[0318-0]

Value	Count	Frequency (%)
0314-0	2	2.0%
3104-1	2	2.0%
3416-0	2	2.0%
2614-3	2	2.0%
2803-1	2	2.0%
2804-2	2	2.0%
2805-3	2	2.0%
2808-0	2	2.0%
2809-1	2	2.0%
2814-2	2	2.0%
Other values (40)	80	80.0%

Most occurring characters

Value	Count	Frequency (%)
0	134	16.8%
1	108	13.5%
[	100	12.5%
-	100	12.5%
]	100	12.5%
3	70	8.8%
2	66	8.2%
4	26	3.2%
5	26	3.2%
8	24	3.0%
Other values (3)	46	5.8%

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	134	26.8%
1	108	21.6%
3	70	14.0%
2	66	13.2%
4	26	5.2%
5	26	5.2%
8	24	4.8%
7	20	4.0%
6	18	3.6%
9	8	1.6%

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	134	16.8%
1	108	13.5%
[	100	12.5%
-	100	12.5%
]	100	12.5%
3	70	8.8%
2	66	8.2%
4	26	3.2%
5	26	3.2%
8	24	3.0%
Other values (3)	46	5.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	800	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	134	16.8%
1	108	13.5%
[	100	12.5%
-	100	12.5%
]	100	12.5%
3	70	8.8%
2	66	8.2%
4	26	3.2%
5	26	3.2%
8	24	3.0%
Other values (3)	46	5.8%

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	6
Median length	5
Mean length	5.06
Min length	5

Characters and Unicode

Total characters	506
Distinct characters	92
Distinct categories	3 ?
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	구성-김천
2nd row	구성-김천
3rd row	공성-상주
4th row	공성-상주
5th row	상주-함창

Value	Count	Frequency (%)
구성-김천	2	2.0%
감포-병포	2	2.0%
예천-괴정	2	2.0%
고령-성산	2	2.0%
상동-본포	2	2.0%
안계-봉양	2	2.0%
일반5-금성	2	2.0%
영천-의성	2	2.0%
안강-고경	2	2.0%
강동-흥해	2	2.0%
Other values (40)	80	80.0%

Most occurring characters

Value	Count	Frequency (%)
-	100	19.8%
포	22	4.3%
성	20	4.0%
주	18	3.6%
천	16	3.2%
동	16	3.2%
산	14	2.8%
구	10	2.0%
경	10	2.0%
영	10	2.0%
Other values (82)	270	53.4%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	404	79.8%
Dash Punctuation	100	19.8%
Decimal Number	2	0.4%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
포	22	5.4%
성	20	5.0%
주	18	4.5%
천	16	4.0%
동	16	4.0%
산	14	3.5%
구	10	2.5%
경	10	2.5%
영	10	2.5%
령	10	2.5%
Other values (80)	258	63.9%

Dash Punctuation

Value	Count	Frequency (%)
-	100	100.0%

Decimal Number

Value	Count	Frequency (%)
5	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	404	79.8%
Common	102	20.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
포	22	5.4%
성	20	5.0%
주	18	4.5%
천	16	4.0%
동	16	4.0%
산	14	3.5%
구	10	2.5%
경	10	2.5%
영	10	2.5%
령	10	2.5%
Other values (80)	258	63.9%

Common

Value	Count	Frequency (%)
-	100	98.0%
5	2	2.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	404	79.8%
ASCII	102	20.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
-	100	98.0%
5	2	2.0%

Hangul

Value	Count	Frequency (%)
포	22	5.4%
성	20	5.0%
주	18	4.5%
천	16	4.0%
동	16	4.0%
산	14	3.5%
구	10	2.5%
경	10	2.5%
영	10	2.5%
령	10	2.5%
Other values (80)	258	63.9%

연장((km))
Real number (ℝ)

Distinct	45
Distinct (%)	45.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.426

Minimum	1.3
Maximum	27.8
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	1.3
5-th percentile	1.8
Q1	5.9
median	8.1
Q3	11.9
95-th percentile	22.1
Maximum	27.8
Range	26.5
Interquartile range (IQR)	6

Descriptive statistics

Standard deviation	5.9761753
Coefficient of variation (CV)	0.63400968
Kurtosis	1.6566936
Mean	9.426
Median Absolute Deviation (MAD)	3.3
Skewness	1.2315226
Sum	942.6
Variance	35.714671
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=45)

Value	Count	Frequency (%)
10.6	6	6.0%
11.2	4	4.0%
6.4	4	4.0%
2.4	4	4.0%
11.4	2	2.0%
7.8	2	2.0%
2.2	2	2.0%
8.0	2	2.0%
4.1	2	2.0%
8.3	2	2.0%
Other values (35)	70	70.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.3	2	2.0%
1.4	2	2.0%
1.8	2	2.0%
2.2	2	2.0%
2.4	4	4.0%
3.4	2	2.0%
3.8	2	2.0%
4.1	2	2.0%
4.7	2	2.0%
4.8	2	2.0%

Value	Count	Frequency (%)
27.8	2	2.0%
26.7	2	2.0%
22.1	2	2.0%
20.6	2	2.0%
19.4	2	2.0%
15.8	2	2.0%
14.4	2	2.0%
13.6	2	2.0%
13.4	2	2.0%
12.9	2	2.0%

측정일
Categorical

CONSTANT

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

20210501	100

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	20210501
2nd row	20210501
3rd row	20210501
4th row	20210501
5th row	20210501

Common Values

Value	Count	Frequency (%)
20210501	100	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
20210501	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	36.116278

Minimum	35.65543
Maximum	36.86368
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	35.65543
5-th percentile	35.68369
Q1	35.86035
median	36.036925
Q3	36.33873
95-th percentile	36.76527
Maximum	36.86368
Range	1.20825
Interquartile range (IQR)	0.47838

Descriptive statistics

Standard deviation	0.3301361
Coefficient of variation (CV)	0.0091409227
Kurtosis	-0.42690831
Mean	36.116278
Median Absolute Deviation (MAD)	0.23588
Skewness	0.67249545
Sum	3611.6278
Variance	0.10898985
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
36.07278	2	2.0%
35.98322	2	2.0%
36.59513	2	2.0%
36.35882	2	2.0%
36.32892	2	2.0%
36.04086	2	2.0%
35.99882	2	2.0%
36.03299	2	2.0%
35.94083	2	2.0%
35.68369	2	2.0%
Other values (40)	80	80.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
35.65543	2	2.0%
35.67783	2	2.0%
35.68369	2	2.0%
35.69757	2	2.0%
35.70376	2	2.0%
35.71373	2	2.0%
35.73646	2	2.0%
35.76368	2	2.0%
35.78841	2	2.0%
35.79392	2	2.0%

Value	Count	Frequency (%)
36.86368	2	2.0%
36.84888	2	2.0%
36.76527	2	2.0%
36.75364	2	2.0%
36.62861	2	2.0%
36.59556	2	2.0%
36.59513	2	2.0%
36.53536	2	2.0%
36.50552	2	2.0%
36.40808	2	2.0%

좌표위치경도((°))
Real number (ℝ)

Distinct	50
Distinct (%)	50.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	128.77003

Minimum	128.02544
Maximum	129.52365
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	128.02544
5-th percentile	128.13935
Q1	128.37682
median	128.69655
Q3	129.248
95-th percentile	129.47131
Maximum	129.52365
Range	1.49821
Interquartile range (IQR)	0.87118

Descriptive statistics

Standard deviation	0.4632236
Coefficient of variation (CV)	0.0035972937
Kurtosis	-1.4037572
Mean	128.77003
Median Absolute Deviation (MAD)	0.391405
Skewness	0.13732556
Sum	12877.003
Variance	0.21457611
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
128.08611	2	2.0%
129.45978	2	2.0%
128.41883	2	2.0%
128.46812	2	2.0%
128.70365	2	2.0%
128.80075	2	2.0%
129.08273	2	2.0%
129.30673	2	2.0%
128.15515	2	2.0%
129.47131	2	2.0%
Other values (40)	80	80.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
128.02544	2	2.0%
128.08611	2	2.0%
128.13935	2	2.0%
128.15515	2	2.0%
128.16946	2	2.0%
128.21559	2	2.0%
128.23039	2	2.0%
128.23413	2	2.0%
128.25985	2	2.0%
128.30457	2	2.0%

Value	Count	Frequency (%)
129.52365	2	2.0%
129.49495	2	2.0%
129.47131	2	2.0%
129.45978	2	2.0%
129.45621	2	2.0%
129.40658	2	2.0%
129.34631	2	2.0%
129.32144	2	2.0%
129.31407	2	2.0%
129.30673	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	4541.7533

Minimum	285.73
Maximum	15136.67
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	285.73
5-th percentile	809.278
Q1	1902.665
median	4130.785
Q3	6050.1325
95-th percentile	10598.717
Maximum	15136.67
Range	14850.94
Interquartile range (IQR)	4147.4675

Descriptive statistics

Standard deviation	3137.3718
Coefficient of variation (CV)	0.69078428
Kurtosis	1.2643353
Mean	4541.7533
Median Absolute Deviation (MAD)	2156.47
Skewness	1.0443471
Sum	454175.33
Variance	9843101.8
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3603.06	1	1.0%
4645.86	1	1.0%
7058.19	1	1.0%
1615.37	1	1.0%
2077.1	1	1.0%
4883.74	1	1.0%
4868.17	1	1.0%
502.36	1	1.0%
469.0	1	1.0%
6929.42	1	1.0%
Other values (90)	90	90.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
285.73	1	1.0%
290.68	1	1.0%
469.0	1	1.0%
502.36	1	1.0%
697.33	1	1.0%
815.17	1	1.0%
896.54	1	1.0%
929.75	1	1.0%
989.96	1	1.0%
1001.81	1	1.0%

Value	Count	Frequency (%)
15136.67	1	1.0%
14121.8	1	1.0%
13095.7	1	1.0%
11924.62	1	1.0%
10795.87	1	1.0%
10588.34	1	1.0%
10379.6	1	1.0%
9497.83	1	1.0%
8350.97	1	1.0%
8279.89	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	4600.8329

Minimum	191.59
Maximum	21396.71
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	191.59
5-th percentile	735.1005
Q1	1527.3025
median	3449.48
Q3	5401.655
95-th percentile	15991.002
Maximum	21396.71
Range	21205.12
Interquartile range (IQR)	3874.3525

Descriptive statistics

Standard deviation	4381.8992
Coefficient of variation (CV)	0.95241432
Kurtosis	3.850313
Mean	4600.8329
Median Absolute Deviation (MAD)	1945.585
Skewness	1.9717832
Sum	460083.29
Variance	19201040
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2832.76	1	1.0%
4205.37	1	1.0%
5052.36	1	1.0%
1300.03	1	1.0%
1332.48	1	1.0%
3561.82	1	1.0%
3479.62	1	1.0%
461.36	1	1.0%
319.62	1	1.0%
5061.69	1	1.0%
Other values (90)	90	90.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
191.59	1	1.0%
196.24	1	1.0%
319.62	1	1.0%
461.36	1	1.0%
689.32	1	1.0%
737.51	1	1.0%
769.47	1	1.0%
770.58	1	1.0%
847.24	1	1.0%
861.15	1	1.0%

Value	Count	Frequency (%)
21396.71	1	1.0%
19216.8	1	1.0%
17791.74	1	1.0%
16592.98	1	1.0%
16588.6	1	1.0%
15959.55	1	1.0%
13445.92	1	1.0%
13411.12	1	1.0%
12447.44	1	1.0%
11924.05	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	579.5092

Minimum	28.11
Maximum	2190.85
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	28.11
5-th percentile	103.9225
Q1	224.4725
median	485.515
Q3	749.44
95-th percentile	1629.815
Maximum	2190.85
Range	2162.74
Interquartile range (IQR)	524.9675

Descriptive statistics

Standard deviation	460.36007
Coefficient of variation (CV)	0.79439648
Kurtosis	1.7145031
Mean	579.5092
Median Absolute Deviation (MAD)	265.025
Skewness	1.3976766
Sum	57950.92
Variance	211931.39
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
415.84	1	1.0%
564.58	1	1.0%
714.12	1	1.0%
176.11	1	1.0%
193.2	1	1.0%
487.09	1	1.0%
487.54	1	1.0%
63.45	1	1.0%
45.36	1	1.0%
739.47	1	1.0%
Other values (90)	90	90.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
28.11	1	1.0%
28.51	1	1.0%
45.36	1	1.0%
63.45	1	1.0%
97.7	1	1.0%
104.25	1	1.0%
108.82	1	1.0%
109.14	1	1.0%
112.01	1	1.0%
118.23	1	1.0%

Value	Count	Frequency (%)
2190.85	1	1.0%
1840.12	1	1.0%
1727.76	1	1.0%
1671.08	1	1.0%
1641.12	1	1.0%
1629.22	1	1.0%
1612.64	1	1.0%
1563.36	1	1.0%
1548.05	1	1.0%
1522.85	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	279.549

Minimum	15.63
Maximum	1286.35
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	15.63
5-th percentile	43.058
Q1	89.4825
median	202.385
Q3	329.6075
95-th percentile	960.531
Maximum	1286.35
Range	1270.72
Interquartile range (IQR)	240.125

Descriptive statistics

Standard deviation	272.91365
Coefficient of variation (CV)	0.9762641
Kurtosis	3.8423159
Mean	279.549
Median Absolute Deviation (MAD)	119.72
Skewness	2.0045544
Sum	27954.9
Variance	74481.862
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
184.21	1	1.0%
236.54	1	1.0%
343.14	1	1.0%
78.26	1	1.0%
41.38	1	1.0%
151.25	1	1.0%
146.83	1	1.0%
42.07	1	1.0%
24.39	1	1.0%
235.33	1	1.0%
Other values (90)	90	90.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
15.63	1	1.0%
18.09	1	1.0%
24.39	1	1.0%
41.38	1	1.0%
42.07	1	1.0%
43.11	1	1.0%
51.09	1	1.0%
56.96	1	1.0%
59.17	1	1.0%
59.22	1	1.0%

Value	Count	Frequency (%)
1286.35	1	1.0%
1158.87	1	1.0%
1148.27	1	1.0%
1102.77	1	1.0%
1013.18	1	1.0%
957.76	1	1.0%
948.37	1	1.0%
862.29	1	1.0%
628.08	1	1.0%
598.94	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	1178903

Minimum	75090.84
Maximum	3944135
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	75090.84
5-th percentile	191209.09
Q1	481796.26
median	1072841.3
Q3	1560147
95-th percentile	2817138.4
Maximum	3944135
Range	3869044.1
Interquartile range (IQR)	1078350.8

Descriptive statistics

Standard deviation	835440.91
Coefficient of variation (CV)	0.7086596
Kurtosis	1.2722078
Mean	1178903
Median Absolute Deviation (MAD)	562303.73
Skewness	1.0856708
Sum	1.178903 × 10⁸
Variance	6.9796152 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
864364.76	1	1.0%
1198046.28	1	1.0%
1837844.08	1	1.0%
411118.84	1	1.0%
541995.6	1	1.0%
1289755.15	1	1.0%
1273805.05	1	1.0%
125983.8	1	1.0%
123421.92	1	1.0%
1792721.9	1	1.0%
Other values (90)	90	90.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
75090.84	1	1.0%
76711.86	1	1.0%
123421.92	1	1.0%
125983.8	1	1.0%
164659.82	1	1.0%
192606.42	1	1.0%
227685.94	1	1.0%
239752.68	1	1.0%
246697.25	1	1.0%
254230.85	1	1.0%

Value	Count	Frequency (%)
3944134.96	1	1.0%
3669113.9	1	1.0%
3605583.79	1	1.0%
3154638.35	1	1.0%
2819103.56	1	1.0%
2817034.94	1	1.0%
2751867.49	1	1.0%
2630878.99	1	1.0%
2291106.29	1	1.0%
2173713.75	1	1.0%

주소
Text

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

Length

Max length	11
Median length	11
Mean length	10.98
Min length	10

Characters and Unicode

Total characters	1098
Distinct characters	102
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	경북 김천 구성 하강
2nd row	경북 김천 구성 하강
3rd row	경북 상주 청리 원장
4th row	경북 상주 청리 원장
5th row	경북 상주 외서 연봉

Value	Count	Frequency (%)
경북	100	25.0%
포항	16	4.0%
경주	12	3.0%
의성	10	2.5%
칠곡	8	2.0%
연일	6	1.5%
고령	6	1.5%
예천	6	1.5%
상주	6	1.5%
영천	6	1.5%
Other values (103)	224	56.0%

Most occurring characters

Value	Count	Frequency (%)
	300	27.3%
경	116	10.6%
북	106	9.7%
천	32	2.9%
성	26	2.4%
주	26	2.4%
포	20	1.8%
항	16	1.5%
산	14	1.3%
영	14	1.3%
Other values (92)	428	39.0%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	798	72.7%
Space Separator	300	27.3%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
경	116	14.5%
북	106	13.3%
천	32	4.0%
성	26	3.3%
주	26	3.3%
포	20	2.5%
항	16	2.0%
산	14	1.8%
영	14	1.8%
동	14	1.8%
Other values (91)	414	51.9%

Space Separator

Value	Count	Frequency (%)
	300	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	798	72.7%
Common	300	27.3%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
경	116	14.5%
북	106	13.3%
천	32	4.0%
성	26	3.3%
주	26	3.3%
포	20	2.5%
항	16	2.0%
산	14	1.8%
영	14	1.8%
동	14	1.8%
Other values (91)	414	51.9%

Common

Value	Count	Frequency (%)
	300	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	798	72.7%
ASCII	300	27.3%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	300	100.0%

Hangul

Value	Count	Frequency (%)
경	116	14.5%
북	106	13.3%
천	32	4.0%
성	26	3.3%
주	26	3.3%
포	20	2.5%
항	16	2.0%
산	14	1.8%
영	14	1.8%
동	14	1.8%
Other values (91)	414	51.9%

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	0.610	0.745	0.876	0.620	0.579	0.559	0.386	0.502	1.000
지점	1.000	1.000	0.000	1.000	1.000	1.000	1.000	0.961	0.961	0.920	0.902	0.975	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	0.961	0.961	0.920	0.902	0.975	1.000
연장((km))	0.610	1.000	0.000	1.000	1.000	0.565	0.669	0.166	0.000	0.000	0.280	0.411	1.000
좌표위치위도((°))	0.745	1.000	0.000	1.000	0.565	1.000	0.716	0.457	0.347	0.172	0.323	0.384	1.000
좌표위치경도((°))	0.876	1.000	0.000	1.000	0.669	0.716	1.000	0.608	0.608	0.518	0.413	0.518	1.000
co((g/km))	0.620	0.961	0.000	0.961	0.166	0.457	0.608	1.000	0.969	0.963	0.860	0.973	0.961
nox((g/km))	0.579	0.961	0.000	0.961	0.000	0.347	0.608	0.969	1.000	0.978	0.915	0.887	0.961
hc((g/km))	0.559	0.920	0.000	0.920	0.000	0.172	0.518	0.963	0.978	1.000	0.906	0.864	0.920
pm((g/km))	0.386	0.902	0.000	0.902	0.280	0.323	0.413	0.860	0.915	0.906	1.000	0.933	0.902
co2((g/km))	0.502	0.975	0.000	0.975	0.411	0.384	0.518	0.973	0.887	0.864	0.933	1.000	0.975
주소	1.000	1.000	0.000	1.000	1.000	1.000	1.000	0.961	0.961	0.920	0.902	0.975	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	0.071	0.062	0.198	-0.337	-0.343	-0.337	-0.342	-0.332	0.000
연장((km))	0.071	1.000	0.112	-0.103	-0.195	-0.178	-0.191	-0.185	-0.193	0.000
좌표위치위도((°))	0.062	0.112	1.000	-0.143	-0.156	-0.169	-0.153	-0.136	-0.167	0.000
좌표위치경도((°))	0.198	-0.103	-0.143	1.000	0.317	0.264	0.276	0.147	0.322	0.000
co((g/km))	-0.337	-0.195	-0.156	0.317	1.000	0.974	0.984	0.933	0.998	0.000
nox((g/km))	-0.343	-0.178	-0.169	0.264	0.974	1.000	0.996	0.975	0.975	0.000
hc((g/km))	-0.337	-0.191	-0.153	0.276	0.984	0.996	1.000	0.966	0.982	0.000
pm((g/km))	-0.342	-0.185	-0.136	0.147	0.933	0.975	0.966	1.000	0.932	0.000
co2((g/km))	-0.332	-0.193	-0.167	0.322	0.998	0.975	0.982	0.932	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	[0314-0]	1	구성-김천	11.4	20210501	36.07278	128.08611	3603.06	2832.76	415.84	184.21	864364.76	경북 김천 구성 하강
1	2	건기연	[0314-0]	2	구성-김천	11.4	20210501	36.07278	128.08611	3235.07	2510.52	371.91	142.53	818506.45	경북 김천 구성 하강
2	3	건기연	[0317-0]	1	공성-상주	11.9	20210501	36.35299	128.13935	2902.57	3055.31	421.24	203.26	712844.87	경북 상주 청리 원장
3	4	건기연	[0317-0]	2	공성-상주	11.9	20210501	36.35299	128.13935	2944.96	3263.99	420.39	214.03	746067.08	경북 상주 청리 원장
4	5	건기연	[0318-0]	1	상주-함창	14.4	20210501	36.50552	128.16946	6238.24	6149.97	811.29	426.35	1587678.18	경북 상주 외서 연봉
5	6	건기연	[0318-0]	2	상주-함창	14.4	20210501	36.50552	128.16946	6513.67	6436.58	867.73	452.01	1639430.6	경북 상주 외서 연봉
6	7	건기연	[0410-2]	1	추풍령-김천	1.8	20210501	36.14659	128.02544	1834.76	1457.08	207.53	105.59	468403.32	경북 김천 봉산 태화
7	8	건기연	[0410-2]	2	추풍령-김천	1.8	20210501	36.14659	128.02544	1699.48	1286.48	186.26	84.26	435716.31	경북 김천 봉산 태화
8	9	건기연	[0415-1]	1	성주-대구	3.8	20210501	35.98385	128.41106	8265.76	7548.73	1001.38	598.94	2125889.9	경북 칠곡 왜관 왜관
9	10	건기연	[0415-1]	2	성주-대구	3.8	20210501	35.98385	128.41106	7666.27	7112.8	935.6	515.12	1959148.49	경북 칠곡 왜관 왜관

	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	[3310-0]	1	성주-왜관	6.7	20210501	35.97485	128.37682	5379.79	5893.47	769.63	479.1	1365592.5	경북 칠곡 기산 영
91	92	건기연	[3310-0]	2	성주-왜관	6.7	20210501	35.97485	128.37682	5043.69	4796.14	613.97	344.9	1333615.81	경북 칠곡 기산 영
92	93	건기연	[3311-0]	1	약목-구평	19.4	20210501	36.04876	128.41077	1714.23	1256.66	190.61	63.39	436461.86	경북 칠곡 석적 포남
93	94	건기연	[3311-0]	2	약목-구평	19.4	20210501	36.04876	128.41077	1632.62	1273.4	192.85	66.81	410582.94	경북 칠곡 석적 포남
94	95	건기연	[3313-0]	1	구미-선산	3.4	20210501	36.23436	128.30457	5074.66	4216.32	540.47	260.59	1317825.6	경북 구미 선산 동부
95	96	건기연	[3313-0]	2	구미-선산	3.4	20210501	36.23436	128.30457	5197.85	4244.11	555.96	247.48	1344598.1	경북 구미 선산 동부
96	97	건기연	[3416-0]	1	예천-괴정	13.6	20210501	36.62861	128.48161	3358.14	2325.99	368.54	133.72	797068.03	경북 예천 예천 고평
97	98	건기연	[3416-0]	2	예천-괴정	13.6	20210501	36.62861	128.48161	2715.64	2276.54	318.87	148.22	702105.66	경북 예천 예천 고평
98	99	건기연	[3420-0]	1	임동-월전	13.4	20210501	36.53536	129.02531	1181.25	861.15	120.39	59.22	307186.93	경북 청송 진보 후평
99	100	건기연	[3420-0]	2	임동-월전	13.4	20210501	36.53536	129.02531	1155.48	847.24	118.23	61.91	300684.45	경북 청송 진보 후평

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

Dash Punctuation

Decimal Number

Most occurring scripts

Most frequent character per script

Hangul

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