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 01:51:58.759010
Analysis finished	2024-04-17 01:52:05.628909
Duration	6.87 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%
2808-0	2	2.0%
3116-1	2	2.0%
2512-4	2	2.0%
2513-0	2	2.0%
2613-3	2	2.0%
2613-4	2	2.0%
2614-3	2	2.0%
2802-1	2	2.0%
2803-1	2	2.0%
Other values (40)	80	80.0%

Most occurring characters

Value	Count	Frequency (%)
0	132	16.5%
1	110	13.8%
[	100	12.5%
-	100	12.5%
]	100	12.5%
2	74	9.2%
3	52	6.5%
5	28	3.5%
4	26	3.2%
8	26	3.2%
Other values (3)	52	6.5%

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	132	26.4%
1	110	22.0%
2	74	14.8%
3	52	10.4%
5	28	5.6%
4	26	5.2%
8	26	5.2%
7	26	5.2%
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	132	16.5%
1	110	13.8%
[	100	12.5%
-	100	12.5%
]	100	12.5%
2	74	9.2%
3	52	6.5%
5	28	3.5%
4	26	3.2%
8	26	3.2%
Other values (3)	52	6.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	800	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	132	16.5%
1	110	13.8%
[	100	12.5%
-	100	12.5%
]	100	12.5%
2	74	9.2%
3	52	6.5%
5	28	3.5%
4	26	3.2%
8	26	3.2%
Other values (3)	52	6.5%

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	87
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%
영천-의성	2	2.0%
녹동-영양	2	2.0%
선산-낙동	2	2.0%
상주-낙동	2	2.0%
묘산-쌍림	2	2.0%
쌍림-고령	2	2.0%
고령-성산	2	2.0%
장수-예천	2	2.0%
상동-본포	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%
천	18	3.6%
동	16	3.2%
주	16	3.2%
산	14	2.8%
영	10	2.0%
령	10	2.0%
경	10	2.0%
Other values (77)	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%
천	18	4.5%
동	16	4.0%
주	16	4.0%
산	14	3.5%
영	10	2.5%
령	10	2.5%
경	10	2.5%
상	8	2.0%
Other values (75)	260	64.4%

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%
천	18	4.5%
동	16	4.0%
주	16	4.0%
산	14	3.5%
영	10	2.5%
령	10	2.5%
경	10	2.5%
상	8	2.0%
Other values (75)	260	64.4%

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%
천	18	4.5%
동	16	4.0%
주	16	4.0%
산	14	3.5%
영	10	2.5%
령	10	2.5%
경	10	2.5%
상	8	2.0%
Other values (75)	260	64.4%

연장((km))
Real number (ℝ)

Distinct	44
Distinct (%)	44.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.142

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	4.9
median	8.1
Q3	11.6
95-th percentile	22.1
Maximum	27.8
Range	26.5
Interquartile range (IQR)	6.7

Descriptive statistics

Standard deviation	5.9204863
Coefficient of variation (CV)	0.6476139
Kurtosis	1.9839538
Mean	9.142
Median Absolute Deviation (MAD)	3.3
Skewness	1.2647924
Sum	914.2
Variance	35.052158
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=44)

Value	Count	Frequency (%)
10.6	6	6.0%
6.4	4	4.0%
2.1	4	4.0%
2.4	4	4.0%
11.2	4	4.0%
11.4	2	2.0%
2.2	2	2.0%
11.6	2	2.0%
9.2	2	2.0%
8.2	2	2.0%
Other values (34)	68	68.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.3	2	2.0%
1.4	2	2.0%
1.8	2	2.0%
2.1	4	4.0%
2.2	2	2.0%
2.4	4	4.0%
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%
15.8	2	2.0%
14.4	2	2.0%
14.2	2	2.0%
13.5	2	2.0%
12.9	2	2.0%
12.3	2	2.0%

측정일
Categorical

CONSTANT

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

20210301	100

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	20210301
2nd row	20210301
3rd row	20210301
4th row	20210301
5th row	20210301

Common Values

Value	Count	Frequency (%)
20210301	100	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
20210301	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	36.138682

Minimum	35.65543
Maximum	36.99828
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	35.85555
median	36.036925
Q3	36.35882
95-th percentile	36.84888
Maximum	36.99828
Range	1.34285
Interquartile range (IQR)	0.50327

Descriptive statistics

Standard deviation	0.36411463
Coefficient of variation (CV)	0.010075482
Kurtosis	-0.58096113
Mean	36.138682
Median Absolute Deviation (MAD)	0.267845
Skewness	0.66024174
Sum	3613.8682
Variance	0.13257946
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
36.07278	2	2.0%
36.03299	2	2.0%
36.40808	2	2.0%
35.67783	2	2.0%
35.70376	2	2.0%
35.73646	2	2.0%
36.73238	2	2.0%
36.59513	2	2.0%
36.35882	2	2.0%
36.32892	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%
35.73116	2	2.0%
35.73646	2	2.0%
35.76368	2	2.0%
35.78841	2	2.0%

Value	Count	Frequency (%)
36.99828	2	2.0%
36.86368	2	2.0%
36.84888	2	2.0%
36.76527	2	2.0%
36.75364	2	2.0%
36.73238	2	2.0%
36.59556	2	2.0%
36.59513	2	2.0%
36.58611	2	2.0%
36.50552	2	2.0%

좌표위치경도((°))
Real number (ℝ)

Distinct	50
Distinct (%)	50.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	128.81653

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	128.41106
median	128.76473
Q3	129.26459
95-th percentile	129.47131
Maximum	129.52365
Range	1.49821
Interquartile range (IQR)	0.85353

Descriptive statistics

Standard deviation	0.4663118
Coefficient of variation (CV)	0.0036199687
Kurtosis	-1.3948903
Mean	128.81653
Median Absolute Deviation (MAD)	0.460995
Skewness	-0.025166769
Sum	12881.653
Variance	0.21744669
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
128.08611	2	2.0%
129.30673	2	2.0%
128.23413	2	2.0%
128.21559	2	2.0%
128.25985	2	2.0%
128.31646	2	2.0%
128.53474	2	2.0%
128.41883	2	2.0%
128.46812	2	2.0%
128.70365	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%
128.30572	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%
129.41245	2	2.0%
129.40658	2	2.0%
129.40119	2	2.0%
129.34631	2	2.0%
129.32144	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	2234.3013

Minimum	109.32
Maximum	8491.41
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	109.32
5-th percentile	295.5245
Q1	891.785
median	2227.57
Q3	3079.525
95-th percentile	5373.3415
Maximum	8491.41
Range	8382.09
Interquartile range (IQR)	2187.74

Descriptive statistics

Standard deviation	1600.6343
Coefficient of variation (CV)	0.71639142
Kurtosis	2.3718898
Mean	2234.3013
Median Absolute Deviation (MAD)	1180.22
Skewness	1.1639609
Sum	223430.13
Variance	2562030.1
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1787.27	1	1.0%
1060.16	1	1.0%
2212.55	1	1.0%
813.65	1	1.0%
807.49	1	1.0%
284.97	1	1.0%
239.18	1	1.0%
547.54	1	1.0%
608.68	1	1.0%
374.96	1	1.0%
Other values (90)	90	90.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
109.32	1	1.0%
119.02	1	1.0%
239.18	1	1.0%
242.6	1	1.0%
284.97	1	1.0%
296.08	1	1.0%
308.81	1	1.0%
347.87	1	1.0%
374.96	1	1.0%
385.49	1	1.0%

Value	Count	Frequency (%)
8491.41	1	1.0%
7743.31	1	1.0%
5769.65	1	1.0%
5596.72	1	1.0%
5521.76	1	1.0%
5365.53	1	1.0%
4315.23	1	1.0%
4233.0	1	1.0%
4011.07	1	1.0%
3927.26	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	1969.1788

Minimum	74.27
Maximum	10484.06
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	74.27
5-th percentile	239.6525
Q1	639.94
median	1886.08
Q3	2697.445
95-th percentile	4638.756
Maximum	10484.06
Range	10409.79
Interquartile range (IQR)	2057.505

Descriptive statistics

Standard deviation	1610.1762
Coefficient of variation (CV)	0.8176892
Kurtosis	6.9147315
Mean	1969.1788
Median Absolute Deviation (MAD)	1084.095
Skewness	1.8591236
Sum	196917.88
Variance	2592667.5
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1408.29	1	1.0%
856.09	1	1.0%
1746.37	1	1.0%
590.8	1	1.0%
561.53	1	1.0%
322.47	1	1.0%
199.23	1	1.0%
435.44	1	1.0%
471.71	1	1.0%
315.0	1	1.0%
Other values (90)	90	90.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
74.27	1	1.0%
77.27	1	1.0%
167.76	1	1.0%
199.06	1	1.0%
199.23	1	1.0%
241.78	1	1.0%
243.17	1	1.0%
272.91	1	1.0%
280.08	1	1.0%
308.8	1	1.0%

Value	Count	Frequency (%)
10484.06	1	1.0%
6340.3	1	1.0%
5000.0	1	1.0%
4885.88	1	1.0%
4762.37	1	1.0%
4632.25	1	1.0%
4520.97	1	1.0%
4307.5	1	1.0%
4234.56	1	1.0%
4198.03	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	261.9278

Minimum	10.98
Maximum	1458.14
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	10.98
5-th percentile	33.6175
Q1	92.65
median	260.585
Q3	368.25
95-th percentile	592.293
Maximum	1458.14
Range	1447.16
Interquartile range (IQR)	275.6

Descriptive statistics

Standard deviation	209.72838
Coefficient of variation (CV)	0.80071064
Kurtosis	9.7528003
Mean	261.9278
Median Absolute Deviation (MAD)	141.29
Skewness	2.1536602
Sum	26192.78
Variance	43985.992
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
190.66	1	1.0%
122.3	1	1.0%
233.01	1	1.0%
88.69	1	1.0%
84.49	1	1.0%
47.57	1	1.0%
29.05	1	1.0%
62.01	1	1.0%
65.65	1	1.0%
38.32	1	1.0%
Other values (90)	90	90.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
10.98	1	1.0%
11.09	1	1.0%
23.67	1	1.0%
29.05	1	1.0%
29.58	1	1.0%
33.83	1	1.0%
37.14	1	1.0%
37.96	1	1.0%
38.32	1	1.0%
39.87	1	1.0%

Value	Count	Frequency (%)
1458.14	1	1.0%
848.08	1	1.0%
651.76	1	1.0%
610.03	1	1.0%
602.04	1	1.0%
591.78	1	1.0%
579.08	1	1.0%
529.99	1	1.0%
465.2	1	1.0%
455.91	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	110.0312

Minimum	4.82
Maximum	535.97
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	4.82
5-th percentile	13.2025
Q1	37.875
median	95.05
Q3	148.2575
95-th percentile	269.7195
Maximum	535.97
Range	531.15
Interquartile range (IQR)	110.3825

Descriptive statistics

Standard deviation	87.839402
Coefficient of variation (CV)	0.79831358
Kurtosis	4.7863004
Mean	110.0312
Median Absolute Deviation (MAD)	55.575
Skewness	1.6508544
Sum	11003.12
Variance	7715.7605
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
113.77	1	1.0%
54.06	1	1.0%
94.39	1	1.0%
35.88	1	1.0%
32.6	1	1.0%
23.13	1	1.0%
17.97	1	1.0%
33.71	1	1.0%
38.61	1	1.0%
20.77	1	1.0%
Other values (90)	90	90.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
4.82	1	1.0%
7.14	1	1.0%
10.26	1	1.0%
11.37	1	1.0%
12.87	1	1.0%
13.22	1	1.0%
13.92	1	1.0%
17.35	1	1.0%
17.97	1	1.0%
19.56	1	1.0%

Value	Count	Frequency (%)
535.97	1	1.0%
348.19	1	1.0%
316.88	1	1.0%
279.66	1	1.0%
271.99	1	1.0%
269.6	1	1.0%
260.14	1	1.0%
243.74	1	1.0%
236.24	1	1.0%
225.13	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	572157.47

Minimum	28462.9
Maximum	1999285.4
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	28462.9
5-th percentile	74370.162
Q1	229446.64
median	580604.28
Q3	797275.96
95-th percentile	1421829
Maximum	1999285.4
Range	1970822.5
Interquartile range (IQR)	567829.33

Descriptive statistics

Standard deviation	404631.99
Coefficient of variation (CV)	0.70720391
Kurtosis	1.7022603
Mean	572157.47
Median Absolute Deviation (MAD)	293620.66
Skewness	1.0383282
Sum	57215747
Variance	1.6372705 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
462480.66	1	1.0%
268626.39	1	1.0%
580594.16	1	1.0%
208671.41	1	1.0%
208576.94	1	1.0%
65256.28	1	1.0%
60589.35	1	1.0%
140003.54	1	1.0%
157315.56	1	1.0%
97050.5	1	1.0%
Other values (90)	90	90.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
28462.9	1	1.0%
31440.35	1	1.0%
60589.35	1	1.0%
63749.18	1	1.0%
65256.28	1	1.0%
74849.84	1	1.0%
81310.38	1	1.0%
86172.6	1	1.0%
97050.5	1	1.0%
100652.97	1	1.0%

Value	Count	Frequency (%)
1999285.37	1	1.0%
1960498.38	1	1.0%
1484789.47	1	1.0%
1471967.73	1	1.0%
1455580.16	1	1.0%
1420052.59	1	1.0%
1125879.07	1	1.0%
1005769.31	1	1.0%
1004745.39	1	1.0%
991690.87	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	10.96
Min length	10

Characters and Unicode

Total characters	1096
Distinct characters	104
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%
연일	6	1.5%
청도	6	1.5%
영천	6	1.5%
상주	6	1.5%
울진	6	1.5%
고령	6	1.5%
Other values (103)	226	56.5%

Most occurring characters

Value	Count	Frequency (%)
	300	27.4%
경	116	10.6%
북	106	9.7%
천	34	3.1%
주	26	2.4%
성	26	2.4%
포	20	1.8%
항	16	1.5%
영	16	1.5%
동	14	1.3%
Other values (94)	422	38.5%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	796	72.6%
Space Separator	300	27.4%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
경	116	14.6%
북	106	13.3%
천	34	4.3%
주	26	3.3%
성	26	3.3%
포	20	2.5%
항	16	2.0%
영	16	2.0%
동	14	1.8%
안	10	1.3%
Other values (93)	412	51.8%

Space Separator

Value	Count	Frequency (%)
	300	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	796	72.6%
Common	300	27.4%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
경	116	14.6%
북	106	13.3%
천	34	4.3%
주	26	3.3%
성	26	3.3%
포	20	2.5%
항	16	2.0%
영	16	2.0%
동	14	1.8%
안	10	1.3%
Other values (93)	412	51.8%

Common

Value	Count	Frequency (%)
	300	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	796	72.6%
ASCII	300	27.4%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	300	100.0%

Hangul

Value	Count	Frequency (%)
경	116	14.6%
북	106	13.3%
천	34	4.3%
주	26	3.3%
성	26	3.3%
포	20	2.5%
항	16	2.0%
영	16	2.0%
동	14	1.8%
안	10	1.3%
Other values (93)	412	51.8%

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	0.553	0.787	0.896	0.581	0.299	0.313	0.428	0.584	1.000
지점	1.000	1.000	0.000	1.000	1.000	1.000	1.000	0.969	0.915	0.879	0.856	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	0.969	0.915	0.879	0.856	0.975	1.000
연장((km))	0.553	1.000	0.000	1.000	1.000	0.599	0.645	0.360	0.214	0.294	0.000	0.411	1.000
좌표위치위도((°))	0.787	1.000	0.000	1.000	0.599	1.000	0.797	0.394	0.357	0.340	0.236	0.461	1.000
좌표위치경도((°))	0.896	1.000	0.000	1.000	0.645	0.797	1.000	0.551	0.499	0.369	0.498	0.532	1.000
co((g/km))	0.581	0.969	0.000	0.969	0.360	0.394	0.551	1.000	0.848	0.845	0.893	0.998	0.969
nox((g/km))	0.299	0.915	0.000	0.915	0.214	0.357	0.499	0.848	1.000	0.992	0.863	0.848	0.915
hc((g/km))	0.313	0.879	0.000	0.879	0.294	0.340	0.369	0.845	0.992	1.000	0.842	0.840	0.879
pm((g/km))	0.428	0.856	0.000	0.856	0.000	0.236	0.498	0.893	0.863	0.842	1.000	0.890	0.856
co2((g/km))	0.584	0.975	0.000	0.975	0.411	0.461	0.532	0.998	0.848	0.840	0.890	1.000	0.975
주소	1.000	1.000	0.000	1.000	1.000	1.000	1.000	0.969	0.915	0.879	0.856	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	-0.017	-0.076	0.306	-0.285	-0.312	-0.298	-0.324	-0.275	0.000
연장((km))	-0.017	1.000	0.105	-0.125	-0.072	0.003	-0.017	0.006	-0.087	0.000
좌표위치위도((°))	-0.076	0.105	1.000	-0.080	-0.205	-0.150	-0.180	-0.071	-0.212	0.000
좌표위치경도((°))	0.306	-0.125	-0.080	1.000	0.367	0.303	0.294	0.192	0.391	0.000
co((g/km))	-0.285	-0.072	-0.205	0.367	1.000	0.943	0.964	0.888	0.997	0.000
nox((g/km))	-0.312	0.003	-0.150	0.303	0.943	1.000	0.992	0.966	0.943	0.000
hc((g/km))	-0.298	-0.017	-0.180	0.294	0.964	0.992	1.000	0.954	0.959	0.000
pm((g/km))	-0.324	0.006	-0.071	0.192	0.888	0.966	0.954	1.000	0.888	0.000
co2((g/km))	-0.275	-0.087	-0.212	0.391	0.997	0.943	0.959	0.888	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	20210301	36.07278	128.08611	1787.27	1408.29	190.66	113.77	462480.66	경북 김천 구성 하강
1	2	건기연	[0314-0]	2	구성-김천	11.4	20210301	36.07278	128.08611	1580.31	1078.41	158.24	55.46	410468.37	경북 김천 구성 하강
2	3	건기연	[0317-0]	1	공성-상주	11.9	20210301	36.35299	128.13935	1237.11	969.7	150.89	75.53	290541.35	경북 상주 청리 원장
3	4	건기연	[0317-0]	2	공성-상주	11.9	20210301	36.35299	128.13935	1034.54	776.94	112.08	38.54	263507.35	경북 상주 청리 원장
4	5	건기연	[0318-0]	1	상주-함창	14.4	20210301	36.50552	128.16946	2608.19	2761.89	353.48	180.28	644121.61	경북 상주 외서 연봉
5	6	건기연	[0318-0]	2	상주-함창	14.4	20210301	36.50552	128.16946	2564.37	2518.6	331.62	172.17	632899.22	경북 상주 외서 연봉
6	7	건기연	[0410-2]	1	추풍령-김천	1.8	20210301	36.14659	128.02544	1014.12	763.82	104.43	70.12	265012.35	경북 김천 봉산 태화
7	8	건기연	[0410-2]	2	추풍령-김천	1.8	20210301	36.14659	128.02544	917.83	672.17	97.3	50.95	236371.71	경북 김천 봉산 태화
8	9	건기연	[0415-1]	1	성주-대구	3.8	20210301	35.98385	128.41106	3872.75	3314.98	465.2	201.81	978081.69	경북 칠곡 왜관 왜관
9	10	건기연	[0415-1]	2	성주-대구	3.8	20210301	35.98385	128.41106	3496.86	3068.48	424.2	208.31	877782.67	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	[3107-2]	1	기계-포항	2.4	20210301	36.06326	129.22771	2233.91	1686.23	226.91	117.62	581009.1	경북 포항 기계 내단
91	92	건기연	[3107-2]	2	기계-포항	2.4	20210301	36.06326	129.22771	2404.18	1889.44	259.91	144.62	619780.11	경북 포항 기계 내단
92	93	건기연	[3109-1]	1	죽장-부남	20.6	20210301	36.2488	129.04049	296.08	241.78	33.83	12.87	74849.84	경북 청송 현동 눌인
93	94	건기연	[3109-1]	2	죽장-부남	20.6	20210301	36.2488	129.04049	347.87	315.04	43.46	17.35	86172.6	경북 청송 현동 눌인
94	95	건기연	[3113-1]	1	진보-석보	6.0	20210301	36.59556	129.08611	479.15	308.8	45.58	23.58	126526.11	경북 영양 입암 신구
95	96	건기연	[3113-1]	2	진보-석보	6.0	20210301	36.59556	129.08611	524.56	383.15	56.96	26.57	134926.5	경북 영양 입암 신구
96	97	건기연	[3116-1]	1	녹동-영양	26.7	20210301	36.86368	129.01248	119.02	74.27	11.09	4.82	31440.35	경북 봉화 소천 서천
97	98	건기연	[3116-1]	2	녹동-영양	26.7	20210301	36.86368	129.01248	109.32	77.27	10.98	7.14	28462.9	경북 봉화 소천 서천
98	99	건기연	[3307-1]	1	고령-수륜	12.9	20210301	35.80817	128.23039	563.4	417.29	55.95	26.91	146857.07	경북 성주 수륜 계정
99	100	건기연	[3307-1]	2	고령-수륜	12.9	20210301	35.80817	128.23039	611.94	484.94	61.36	32.16	159120.79	경북 성주 수륜 계정

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