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=49a14b90-4b5a-11ec-a893-4d3e48f9e980

Alerts

`도로종류` has constant value ""	Constant
`측정일` has constant value ""	Constant
`측정시분` has constant value ""	Constant
`좌표위치위도` is highly overall correlated with `co` and 4 other fields	High correlation
`co` is highly overall correlated with `좌표위치위도` and 4 other fields	High correlation
`nox` is highly overall correlated with `좌표위치위도` and 4 other fields	High correlation
`hc` is highly overall correlated with `좌표위치위도` and 4 other fields	High correlation
`pm` is highly overall correlated with `좌표위치위도` and 4 other fields	High correlation
`co2` is highly overall correlated with `좌표위치위도` and 4 other fields	High correlation
`기본키` has unique values	Unique
`co` has unique values	Unique
`nox` has unique values	Unique
`hc` has unique values	Unique
`co2` has unique values	Unique

Reproduction

Analysis started	2024-04-16 16:22:19.359807
Analysis finished	2024-04-16 16:22:26.599823
Duration	7.24 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	[0122-2]
2nd row	[0122-2]
3rd row	[0124-0]
4th row	[0124-0]
5th row	[0127-2]

Value	Count	Frequency (%)
0122-2	2	2.0%
3206-3	2	2.0%
3905-0	2	2.0%
2918-0	2	2.0%
2921-3	2	2.0%
2922-0	2	2.0%
2923-0	2	2.0%
2924-2	2	2.0%
3201-0	2	2.0%
3203-2	2	2.0%
Other values (40)	80	80.0%

Most occurring characters

Value	Count	Frequency (%)
0	120	15.0%
2	104	13.0%
[	100	12.5%
-	100	12.5%
]	100	12.5%
1	76	9.5%
3	66	8.2%
4	46	5.8%
6	26	3.2%
9	24	3.0%
Other values (3)	38	4.8%

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	120	24.0%
2	104	20.8%
1	76	15.2%
3	66	13.2%
4	46	9.2%
6	26	5.2%
9	24	4.8%
7	18	3.6%
5	16	3.2%
8	4	0.8%

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%
2	104	13.0%
[	100	12.5%
-	100	12.5%
]	100	12.5%
1	76	9.5%
3	66	8.2%
4	46	5.8%
6	26	3.2%
9	24	3.0%
Other values (3)	38	4.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	800	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	120	15.0%
2	104	13.0%
[	100	12.5%
-	100	12.5%
]	100	12.5%
1	76	9.5%
3	66	8.2%
4	46	5.8%
6	26	3.2%
9	24	3.0%
Other values (3)	38	4.8%

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	8
Median length	5
Mean length	5.16
Min length	4

Characters and Unicode

Total characters	516
Distinct characters	86
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	연무-논산
2nd row	연무-논산
3rd row	논산-반포
4th row	논산-반포
5th row	금남-조치원

Value	Count	Frequency (%)
연무-논산	2	2.0%
유구-사곡	2	2.0%
염치-권관	2	2.0%
구룡-부여	2	2.0%
청양-홍성	2	2.0%
홍성-고북	2	2.0%
고북-서산	2	2.0%
서산-지곡	2	2.0%
만리포-태안	2	2.0%
태안-서산	2	2.0%
Other values (40)	80	80.0%

Most occurring characters

Value	Count	Frequency (%)
-	100	19.4%
산	40	7.8%
성	18	3.5%
천	14	2.7%
양	14	2.7%
안	12	2.3%
서	12	2.3%
홍	10	1.9%
장	10	1.9%
진	8	1.6%
Other values (76)	278	53.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	408	79.1%
Dash Punctuation	100	19.4%
Uppercase Letter	8	1.6%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
산	40	9.8%
성	18	4.4%
천	14	3.4%
양	14	3.4%
안	12	2.9%
서	12	2.9%
홍	10	2.5%
장	10	2.5%
진	8	2.0%
화	8	2.0%
Other values (73)	262	64.2%

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	408	79.1%
Common	100	19.4%
Latin	8	1.6%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
산	40	9.8%
성	18	4.4%
천	14	3.4%
양	14	3.4%
안	12	2.9%
서	12	2.9%
홍	10	2.5%
장	10	2.5%
진	8	2.0%
화	8	2.0%
Other values (73)	262	64.2%

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	408	79.1%
ASCII	108	20.9%

Most frequent character per block

ASCII

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

Hangul

Value	Count	Frequency (%)
산	40	9.8%
성	18	4.4%
천	14	3.4%
양	14	3.4%
안	12	2.9%
서	12	2.9%
홍	10	2.5%
장	10	2.5%
진	8	2.0%
화	8	2.0%
Other values (73)	262	64.2%

연장
Real number (ℝ)

Distinct	44
Distinct (%)	44.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.596

Minimum	1.8
Maximum	17.6
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	1.8
5-th percentile	2.2
Q1	5.4
median	6.75
Q3	9.5
95-th percentile	14.2
Maximum	17.6
Range	15.8
Interquartile range (IQR)	4.1

Descriptive statistics

Standard deviation	3.3471809
Coefficient of variation (CV)	0.44065047
Kurtosis	0.51107781
Mean	7.596
Median Absolute Deviation (MAD)	2.2
Skewness	0.65945966
Sum	759.6
Variance	11.20362
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=44)

Value	Count	Frequency (%)
6.2	4	4.0%
9.7	4	4.0%
8.3	4	4.0%
9.3	4	4.0%
6.0	4	4.0%
6.6	4	4.0%
11.5	2	2.0%
8.4	2	2.0%
2.2	2	2.0%
7.2	2	2.0%
Other values (34)	68	68.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.8	2	2.0%
2.0	2	2.0%
2.2	2	2.0%
2.7	2	2.0%
3.6	2	2.0%
4.0	2	2.0%
4.2	2	2.0%
4.3	2	2.0%
4.4	2	2.0%
4.9	2	2.0%

Value	Count	Frequency (%)
17.6	2	2.0%
14.6	2	2.0%
14.2	2	2.0%
12.9	2	2.0%
12.4	2	2.0%
12.2	2	2.0%
11.5	2	2.0%
10.6	2	2.0%
10.2	2	2.0%
10.0	2	2.0%

측정일
Categorical

CONSTANT

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

20210601	100

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	20210601
2nd row	20210601
3rd row	20210601
4th row	20210601
5th row	20210601

Common Values

Value	Count	Frequency (%)
20210601	100	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
20210601	100	100.0%

측정시분
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)

HIGH CORRELATION

Distinct	50
Distinct (%)	50.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	36.497515

Minimum	36.02784
Maximum	36.95295
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	36.02784
5-th percentile	36.07008
Q1	36.25196
median	36.500575
Q3	36.75627
95-th percentile	36.90325
Maximum	36.95295
Range	0.92511
Interquartile range (IQR)	0.50431

Descriptive statistics

Standard deviation	0.2795019
Coefficient of variation (CV)	0.0076581077
Kurtosis	-1.3225964
Mean	36.497515
Median Absolute Deviation (MAD)	0.249765
Skewness	-0.010449822
Sum	3649.7515
Variance	0.078121312
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
36.14511	2	2.0%
36.87646	2	2.0%
36.47481	2	2.0%
36.58635	2	2.0%
36.72496	2	2.0%
36.83292	2	2.0%
36.75792	2	2.0%
36.78489	2	2.0%
36.90325	2	2.0%
36.87015	2	2.0%
Other values (40)	80	80.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
36.02784	2	2.0%
36.05892	2	2.0%
36.07008	2	2.0%
36.08997	2	2.0%
36.1228	2	2.0%
36.13314	2	2.0%
36.14511	2	2.0%
36.16232	2	2.0%
36.18861	2	2.0%
36.1897	2	2.0%

Value	Count	Frequency (%)
36.95295	2	2.0%
36.9261	2	2.0%
36.90325	2	2.0%
36.89461	2	2.0%
36.87646	2	2.0%
36.87015	2	2.0%
36.86711	2	2.0%
36.85256	2	2.0%
36.83292	2	2.0%
36.78489	2	2.0%

좌표위치경도
Real number (ℝ)

Distinct	50
Distinct (%)	50.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	126.93791

Minimum	126.18913
Maximum	127.49717
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	126.18913
5-th percentile	126.44223
Q1	126.71493
median	126.89799
Q3	127.15435
95-th percentile	127.47469
Maximum	127.49717
Range	1.30804
Interquartile range (IQR)	0.43942

Descriptive statistics

Standard deviation	0.29521512
Coefficient of variation (CV)	0.0023256655
Kurtosis	-0.32232425
Mean	126.93791
Median Absolute Deviation (MAD)	0.23154
Skewness	-0.083692215
Sum	12693.791
Variance	0.087151965
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
127.10501	2	2.0%
126.86923	2	2.0%
126.79526	2	2.0%
126.61312	2	2.0%
126.5301	2	2.0%
126.44223	2	2.0%
126.18913	2	2.0%
126.37641	2	2.0%
126.64887	2	2.0%
126.75145	2	2.0%
Other values (40)	80	80.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
126.18913	2	2.0%
126.37641	2	2.0%
126.44223	2	2.0%
126.5301	2	2.0%
126.60118	2	2.0%
126.61312	2	2.0%
126.64274	2	2.0%
126.64887	2	2.0%
126.66451	2	2.0%
126.66796	2	2.0%

Value	Count	Frequency (%)
127.49717	2	2.0%
127.49544	2	2.0%
127.47469	2	2.0%
127.42036	2	2.0%
127.28963	2	2.0%
127.28536	2	2.0%
127.27513	2	2.0%
127.25821	2	2.0%
127.24084	2	2.0%
127.22854	2	2.0%

co
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	100
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6662.7035

Minimum	617.17
Maximum	16642.28
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	617.17
5-th percentile	900.8925
Q1	2703.05
median	6191.47
Q3	10026.467
95-th percentile	13300.246
Maximum	16642.28
Range	16025.11
Interquartile range (IQR)	7323.4175

Descriptive statistics

Standard deviation	4175.8382
Coefficient of variation (CV)	0.62674831
Kurtosis	-0.86005006
Mean	6662.7035
Median Absolute Deviation (MAD)	3570.265
Skewness	0.3141255
Sum	666270.35
Variance	17437625
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5801.78	1	1.0%
2005.99	1	1.0%
3106.26	1	1.0%
2838.4	1	1.0%
2721.02	1	1.0%
5861.41	1	1.0%
5731.92	1	1.0%
10806.7	1	1.0%
10544.71	1	1.0%
10022.66	1	1.0%
Other values (90)	90	90.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
617.17	1	1.0%
643.07	1	1.0%
792.1	1	1.0%
867.61	1	1.0%
890.49	1	1.0%
901.44	1	1.0%
913.93	1	1.0%
1038.79	1	1.0%
1265.26	1	1.0%
1336.2	1	1.0%

Value	Count	Frequency (%)
16642.28	1	1.0%
16585.75	1	1.0%
15100.76	1	1.0%
14867.29	1	1.0%
14521.5	1	1.0%
13235.97	1	1.0%
12383.15	1	1.0%
12367.66	1	1.0%
11989.39	1	1.0%
11984.37	1	1.0%

nox
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	100
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7763.0549

Minimum	595.44
Maximum	30073.09
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	595.44
5-th percentile	953.999
Q1	3039.935
median	7082.03
Q3	10619.353
95-th percentile	17854.944
Maximum	30073.09
Range	29477.65
Interquartile range (IQR)	7579.4175

Descriptive statistics

Standard deviation	5742.9272
Coefficient of variation (CV)	0.73977671
Kurtosis	1.4278263
Mean	7763.0549
Median Absolute Deviation (MAD)	3935.99
Skewness	1.1044336
Sum	776305.49
Variance	32981213
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7307.56	1	1.0%
1684.82	1	1.0%
3873.39	1	1.0%
2747.01	1	1.0%
2770.14	1	1.0%
10439.62	1	1.0%
8722.54	1	1.0%
17427.09	1	1.0%
17120.39	1	1.0%
10597.87	1	1.0%
Other values (90)	90	90.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
595.44	1	1.0%
683.44	1	1.0%
758.54	1	1.0%
833.06	1	1.0%
910.28	1	1.0%
956.3	1	1.0%
984.75	1	1.0%
1149.29	1	1.0%
1354.74	1	1.0%
1438.79	1	1.0%

Value	Count	Frequency (%)
30073.09	1	1.0%
22477.6	1	1.0%
20181.31	1	1.0%
19648.25	1	1.0%
19040.81	1	1.0%
17792.53	1	1.0%
17427.09	1	1.0%
17305.81	1	1.0%
17261.37	1	1.0%
17120.39	1	1.0%

hc
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	100
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	968.48

Minimum	81.92
Maximum	3287.52
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	81.92
5-th percentile	128.9095
Q1	403.0225
median	893.895
Q3	1362.615
95-th percentile	2131.794
Maximum	3287.52
Range	3205.6
Interquartile range (IQR)	959.5925

Descriptive statistics

Standard deviation	659.42108
Coefficient of variation (CV)	0.68088249
Kurtosis	0.47814982
Mean	968.48
Median Absolute Deviation (MAD)	476.32
Skewness	0.80096084
Sum	96848
Variance	434836.16
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
907.36	1	1.0%
231.96	1	1.0%
466.59	1	1.0%
373.18	1	1.0%
381.1	1	1.0%
1136.69	1	1.0%
993.14	1	1.0%
1752.58	1	1.0%
1746.18	1	1.0%
1373.31	1	1.0%
Other values (90)	90	90.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
81.92	1	1.0%
90.29	1	1.0%
105.06	1	1.0%
114.55	1	1.0%
127.38	1	1.0%
128.99	1	1.0%
145.29	1	1.0%
161.67	1	1.0%
166.09	1	1.0%
183.3	1	1.0%

Value	Count	Frequency (%)
3287.52	1	1.0%
2576.23	1	1.0%
2324.59	1	1.0%
2185.78	1	1.0%
2174.05	1	1.0%
2129.57	1	1.0%
2109.44	1	1.0%
2107.26	1	1.0%
2061.77	1	1.0%
2053.42	1	1.0%

pm
Real number (ℝ)

HIGH CORRELATION

Distinct	99
Distinct (%)	99.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	504.2994

Minimum	54.41
Maximum	2115.11
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	54.41
5-th percentile	77.016
Q1	213.4025
median	455.975
Q3	684.7425
95-th percentile	1123.45
Maximum	2115.11
Range	2060.7
Interquartile range (IQR)	471.34

Descriptive statistics

Standard deviation	370.85713
Coefficient of variation (CV)	0.73539078
Kurtosis	2.7972861
Mean	504.2994
Median Absolute Deviation (MAD)	242.535
Skewness	1.3501844
Sum	50429.94
Variance	137535.01
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
217.78	2	2.0%
572.38	1	1.0%
405.28	1	1.0%
176.27	1	1.0%
169.85	1	1.0%
705.62	1	1.0%
579.58	1	1.0%
1075.56	1	1.0%
1079.6	1	1.0%
706.04	1	1.0%
Other values (89)	89	89.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
54.41	1	1.0%
59.25	1	1.0%
61.84	1	1.0%
64.76	1	1.0%
69.15	1	1.0%
77.43	1	1.0%
78.83	1	1.0%
82.56	1	1.0%
107.37	1	1.0%
111.23	1	1.0%

Value	Count	Frequency (%)
2115.11	1	1.0%
1539.04	1	1.0%
1313.22	1	1.0%
1274.38	1	1.0%
1157.46	1	1.0%
1121.66	1	1.0%
1106.54	1	1.0%
1079.6	1	1.0%
1075.56	1	1.0%
1066.36	1	1.0%

co2
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	100
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1689240.3

Minimum	153721.3
Maximum	4261798.5
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	153721.3
5-th percentile	214785.21
Q1	680659.73
median	1536989.5
Q3	2530823.9
95-th percentile	3373292.7
Maximum	4261798.5
Range	4108077.2
Interquartile range (IQR)	1850164.1

Descriptive statistics

Standard deviation	1072366.1
Coefficient of variation (CV)	0.63482152
Kurtosis	-0.90248753
Mean	1689240.3
Median Absolute Deviation (MAD)	916202.66
Skewness	0.31444488
Sum	1.6892403 × 10⁸
Variance	1.1499691 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1428953.18	1	1.0%
508842.14	1	1.0%
789758.85	1	1.0%
699607.27	1	1.0%
661957.9	1	1.0%
1564312.77	1	1.0%
1505834.4	1	1.0%
3051383.67	1	1.0%
2927791.18	1	1.0%
2501181.94	1	1.0%
Other values (90)	90	90.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
153721.3	1	1.0%
164374.6	1	1.0%
196598.55	1	1.0%
200540.21	1	1.0%
213004.64	1	1.0%
214878.92	1	1.0%
223635.76	1	1.0%
306895.86	1	1.0%
321135.67	1	1.0%
337306.89	1	1.0%

Value	Count	Frequency (%)
4261798.52	1	1.0%
4152759.44	1	1.0%
3900122.48	1	1.0%
3765482.57	1	1.0%
3636719.72	1	1.0%
3359428.12	1	1.0%
3095978.64	1	1.0%
3070339.73	1	1.0%
3051383.67	1	1.0%
3046098.6	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	10.96
Min length	8

Characters and Unicode

Total characters	1096
Distinct characters	109
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	충남 논산 은진 토양
2nd row	충남 논산 은진 토양
3rd row	충남 논산 연산 천호
4th row	충남 논산 연산 천호
5th row	충남 세종 연서 봉암

Value	Count	Frequency (%)
충남	100	25.1%
금산	10	2.5%
서천	10	2.5%
천안	10	2.5%
아산	10	2.5%
청양	10	2.5%
세종	8	2.0%
예산	8	2.0%
부여	8	2.0%
논산	6	1.5%
Other values (98)	218	54.8%

Most occurring characters

Value	Count	Frequency (%)
	298	27.2%
남	102	9.3%
충	100	9.1%
산	58	5.3%
천	24	2.2%
서	24	2.2%
성	20	1.8%
신	16	1.5%
청	16	1.5%
양	14	1.3%
Other values (99)	424	38.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	798	72.8%
Space Separator	298	27.2%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
남	102	12.8%
충	100	12.5%
산	58	7.3%
천	24	3.0%
서	24	3.0%
성	20	2.5%
신	16	2.0%
청	16	2.0%
양	14	1.8%
안	14	1.8%
Other values (98)	410	51.4%

Space Separator

Value	Count	Frequency (%)
	298	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	798	72.8%
Common	298	27.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
남	102	12.8%
충	100	12.5%
산	58	7.3%
천	24	3.0%
서	24	3.0%
성	20	2.5%
신	16	2.0%
청	16	2.0%
양	14	1.8%
안	14	1.8%
Other values (98)	410	51.4%

Common

Value	Count	Frequency (%)
	298	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	798	72.8%
ASCII	298	27.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	298	100.0%

Hangul

Value	Count	Frequency (%)
남	102	12.8%
충	100	12.5%
산	58	7.3%
천	24	3.0%
서	24	3.0%
성	20	2.5%
신	16	2.0%
청	16	2.0%
양	14	1.8%
안	14	1.8%
Other values (98)	410	51.4%

Phik (φk)
Auto

Heatmap
Table

	기본키	지점	방향	측정구간	연장	좌표위치위도	좌표위치경도	co	nox	hc	pm	co2	주소
기본키	1.000	1.000	0.000	1.000	0.743	0.825	0.870	0.702	0.538	0.498	0.522	0.704	1.000
지점	1.000	1.000	0.000	1.000	1.000	1.000	1.000	0.986	0.932	0.945	0.908	0.981	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	0.986	0.932	0.945	0.908	0.981	1.000
연장	0.743	1.000	0.000	1.000	1.000	0.695	0.804	0.660	0.338	0.441	0.506	0.649	1.000
좌표위치위도	0.825	1.000	0.000	1.000	0.695	1.000	0.813	0.701	0.336	0.488	0.317	0.672	1.000
좌표위치경도	0.870	1.000	0.000	1.000	0.804	0.813	1.000	0.743	0.427	0.484	0.372	0.715	1.000
co	0.702	0.986	0.000	0.986	0.660	0.701	0.743	1.000	0.792	0.835	0.777	0.998	0.986
nox	0.538	0.932	0.000	0.932	0.338	0.336	0.427	0.792	1.000	0.980	0.985	0.806	0.932
hc	0.498	0.945	0.000	0.945	0.441	0.488	0.484	0.835	0.980	1.000	0.973	0.833	0.945
pm	0.522	0.908	0.000	0.908	0.506	0.317	0.372	0.777	0.985	0.973	1.000	0.779	0.908
co2	0.704	0.981	0.000	0.981	0.649	0.672	0.715	0.998	0.806	0.833	0.779	1.000	0.981
주소	1.000	1.000	0.000	1.000	1.000	1.000	1.000	0.986	0.932	0.945	0.908	0.981	1.000

Heatmap
Table

	기본키	연장	좌표위치위도	좌표위치경도	co	nox	hc	pm	co2	방향
기본키	1.000	-0.208	0.219	-0.226	-0.188	-0.132	-0.145	-0.166	-0.186	0.000
연장	-0.208	1.000	0.116	-0.056	0.193	0.111	0.117	0.134	0.198	0.000
좌표위치위도	0.219	0.116	1.000	-0.099	0.541	0.572	0.568	0.537	0.553	0.000
좌표위치경도	-0.226	-0.056	-0.099	1.000	0.389	0.344	0.372	0.363	0.370	0.000
co	-0.188	0.193	0.541	0.389	1.000	0.970	0.978	0.947	0.998	0.000
nox	-0.132	0.111	0.572	0.344	0.970	1.000	0.995	0.984	0.971	0.000
hc	-0.145	0.117	0.568	0.372	0.978	0.995	1.000	0.978	0.976	0.000
pm	-0.166	0.134	0.537	0.363	0.947	0.984	0.978	1.000	0.949	0.000
co2	-0.186	0.198	0.553	0.370	0.998	0.971	0.976	0.949	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	측정일	좌표위치위도	좌표위치경도	co	nox	hc	pm	co2	주소
0	1	건기연	[0122-2]	1	연무-논산	11.5	20210601	36.14511	127.10501	5801.78	7307.56	907.36	572.38	1428953.18	충남 논산 은진 토양
1	2	건기연	[0122-2]	2	연무-논산	11.5	20210601	36.14511	127.10501	5418.54	7006.31	854.4	537.7	1347758.42	충남 논산 은진 토양
2	3	건기연	[0124-0]	1	논산-반포	10.2	20210601	36.24966	127.22854	9732.51	7740.94	1107.7	461.32	2472914.65	충남 논산 연산 천호
3	4	건기연	[0124-0]	2	논산-반포	10.2	20210601	36.24966	127.22854	10268.52	9031.48	1245.44	699.36	2615310.73	충남 논산 연산 천호
4	5	건기연	[0127-2]	1	금남-조치원	12.2	20210601	36.56218	127.28536	11984.37	10607.87	1381.36	641.96	3095978.64	충남 세종 연서 봉암
5	6	건기연	[0127-2]	2	금남-조치원	12.2	20210601	36.56218	127.28536	11764.33	10657.02	1362.28	594.86	3031979.22	충남 세종 연서 봉암
6	7	건기연	[0127-7]	1	공주-유성	5.8	20210601	36.40916	127.25821	9678.81	10376.89	1363.62	616.31	2395355.58	충남 공주 반포 성강
7	8	건기연	[0127-7]	2	공주-유성	5.8	20210601	36.40916	127.25821	9539.63	10026.22	1321.21	582.0	2387569.07	충남 공주 반포 성강
8	9	건기연	[0127-8]	1	전동-쌍전	6.2	20210601	36.62718	127.28963	10615.56	13301.64	1579.81	956.09	2735249.31	충남 세종 조치원 신안
9	10	건기연	[0127-8]	2	전동-쌍전	6.2	20210601	36.62718	127.28963	10271.5	13424.83	1645.29	955.02	2583912.12	충남 세종 조치원 신안

	기본키	도로종류	지점	방향	측정구간	연장	측정일	좌표위치위도	좌표위치경도	co	nox	hc	pm	co2	주소
90	91	건기연	[3707-0]	1	추부-군서	1.8	20210601	36.21913	127.49544	2472.39	2799.26	382.7	204.58	592595.16	충남 금산 추부 요광
91	92	건기연	[3707-0]	2	추부-군서	1.8	20210601	36.21913	127.49544	2561.6	3040.9	426.46	214.29	602101.07	충남 금산 추부 요광
92	93	건기연	[3901-4]	1	은산-청양IC	6.2	20210601	36.35819	126.91585	643.07	683.44	90.29	64.76	164374.6	충남 청양 장평 은곡
93	94	건기연	[3901-4]	2	은산-청양IC	6.2	20210601	36.35819	126.91585	617.17	595.44	81.92	59.25	153721.3	충남 청양 장평 은곡
94	95	건기연	[3902-2]	1	장평-신풍	12.9	20210601	36.43536	126.9549	901.44	1149.29	166.09	82.56	200540.21	충남 청양 정산 해남
95	96	건기연	[3902-2]	2	장평-신풍	12.9	20210601	36.43536	126.9549	792.1	758.54	105.06	69.15	196598.55	충남 청양 정산 해남
96	97	건기연	[3905-0]	1	염치-권관	8.3	20210601	36.85256	126.96007	12383.15	17261.37	2109.44	1042.16	3070339.73	충남 아산 영인 아산
97	98	건기연	[3905-0]	2	염치-권관	8.3	20210601	36.85256	126.96007	12367.66	19040.81	2324.59	1157.46	3024609.44	충남 아산 영인 아산
98	99	건기연	[4001-2]	1	개화-만수	2.0	20210601	36.29677	126.66451	2069.8	2613.54	359.31	166.48	467171.28	충남 보령 미산 도화담
99	100	건기연	[4001-2]	2	개화-만수	2.0	20210601	36.29677	126.66451	2292.09	3074.52	421.72	190.44	504588.35	충남 보령 미산 도화담

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