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 13:01:05.720597
Analysis finished	2023-12-10 13:01:15.485185
Duration	9.76 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%
4302-3	2	2.0%
4606-2	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%
4205-1	2	2.0%
4206-2	2	2.0%
Other values (40)	80	80.0%

Most occurring characters

Value	Count	Frequency (%)
0	122	15.2%
[	100	12.5%
-	100	12.5%
]	100	12.5%
3	82	10.2%
1	66	8.2%
4	64	8.0%
2	54	6.8%
7	28	3.5%
8	24	3.0%
Other values (3)	60	7.5%

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	122	24.4%
3	82	16.4%
1	66	13.2%
4	64	12.8%
2	54	10.8%
7	28	5.6%
8	24	4.8%
6	22	4.4%
5	22	4.4%
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	122	15.2%
[	100	12.5%
-	100	12.5%
]	100	12.5%
3	82	10.2%
1	66	8.2%
4	64	8.0%
2	54	6.8%
7	28	3.5%
8	24	3.0%
Other values (3)	60	7.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	800	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	122	15.2%
[	100	12.5%
-	100	12.5%
]	100	12.5%
3	82	10.2%
1	66	8.2%
4	64	8.0%
2	54	6.8%
7	28	3.5%
8	24	3.0%
Other values (3)	60	7.5%

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	9
Median length	5
Mean length	5.22
Min length	4

Characters and Unicode

Total characters	522
Distinct characters	81
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%
봉담-향남	2	2.0%
청평-가평	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%
보라-용인	2	2.0%
용인-마장	2	2.0%
Other values (40)	80	80.0%

Most occurring characters

Value	Count	Frequency (%)
-	100	19.2%
평	28	5.4%
천	24	4.6%
부	16	3.1%
주	14	2.7%
양	14	2.7%
안	14	2.7%
성	12	2.3%
중	12	2.3%
동	10	1.9%
Other values (71)	278	53.3%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	414	79.3%
Dash Punctuation	100	19.2%
Uppercase Letter	8	1.5%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
평	28	6.8%
천	24	5.8%
부	16	3.9%
주	14	3.4%
양	14	3.4%
안	14	3.4%
성	12	2.9%
중	12	2.9%
동	10	2.4%
청	10	2.4%
Other values (68)	260	62.8%

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	414	79.3%
Common	100	19.2%
Latin	8	1.5%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
평	28	6.8%
천	24	5.8%
부	16	3.9%
주	14	3.4%
양	14	3.4%
안	14	3.4%
성	12	2.9%
중	12	2.9%
동	10	2.4%
청	10	2.4%
Other values (68)	260	62.8%

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	414	79.3%
ASCII	108	20.7%

Most frequent character per block

ASCII

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

Hangul

Value	Count	Frequency (%)
평	28	6.8%
천	24	5.8%
부	16	3.9%
주	14	3.4%
양	14	3.4%
안	14	3.4%
성	12	2.9%
중	12	2.9%
동	10	2.4%
청	10	2.4%
Other values (68)	260	62.8%

연장((km))
Real number (ℝ)

Distinct	45
Distinct (%)	45.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.394

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	7.05
Q3	10.6
95-th percentile	17.6
Maximum	27.5
Range	26
Interquartile range (IQR)	5.2

Descriptive statistics

Standard deviation	4.9335139
Coefficient of variation (CV)	0.5877429
Kurtosis	3.1436001
Mean	8.394
Median Absolute Deviation (MAD)	2.65
Skewness	1.4663356
Sum	839.4
Variance	24.33956
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%
5.6	2	2.0%
2.7	2	2.0%
27.5	2	2.0%
7.2	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%
2.9	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%

Value	Count	Frequency (%)
27.5	2	2.0%
19.0	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%
12.1	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	37.435444

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	0.33487706
Coefficient of variation (CV)	0.0089454544
Kurtosis	-1.0532316
Mean	37.435444
Median Absolute Deviation (MAD)	0.266565
Skewness	0.34387861
Sum	3743.5444
Variance	0.11214264
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
37.09529	2	2.0%
37.43583	2	2.0%
36.95866	2	2.0%
37.05786	2	2.0%
37.23589	2	2.0%
37.71834	2	2.0%
37.23653	2	2.0%
37.2375	2	2.0%
37.29776	2	2.0%
37.14026	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%
37.94255	2	2.0%
37.91419	2	2.0%
37.87708	2	2.0%
37.83225	2	2.0%
37.76396	2	2.0%

좌표위치경도((°))
Real number (ℝ)

Distinct	50
Distinct (%)	50.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	127.22314

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	127.06364
median	127.2374
Q3	127.37997
95-th percentile	127.62684
Maximum	127.74421
Range	0.96475
Interquartile range (IQR)	0.31633

Descriptive statistics

Standard deviation	0.24306995
Coefficient of variation (CV)	0.0019105796
Kurtosis	-0.73130917
Mean	127.22314
Median Absolute Deviation (MAD)	0.172565
Skewness	0.080976282
Sum	12722.314
Variance	0.059083001
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
127.06364	2	2.0%
127.26262	2	2.0%
126.92256	2	2.0%
126.92508	2	2.0%
126.88236	2	2.0%
126.92818	2	2.0%
127.166	2	2.0%
127.3107	2	2.0%
127.60231	2	2.0%
126.91531	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%
126.85908	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%
126.92818	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%
127.44335	2	2.0%
127.44132	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	10471.196

Minimum	1307.07
Maximum	36420.12
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	1307.07
5-th percentile	2688.6895
Q1	5399.7925
median	9503.81
Q3	13542.912
95-th percentile	20480.276
Maximum	36420.12
Range	35113.05
Interquartile range (IQR)	8143.12

Descriptive statistics

Standard deviation	6658.3002
Coefficient of variation (CV)	0.63586814
Kurtosis	3.6333289
Mean	10471.196
Median Absolute Deviation (MAD)	4121.685
Skewness	1.5560812
Sum	1047119.6
Variance	44332961
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
11396.33	1	1.0%
18181.31	1	1.0%
18237.99	1	1.0%
12640.08	1	1.0%
13296.62	1	1.0%
4721.04	1	1.0%
4495.61	1	1.0%
10983.92	1	1.0%
10589.13	1	1.0%
10186.66	1	1.0%
Other values (90)	90	90.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1307.07	1	1.0%
1446.95	1	1.0%
2135.2	1	1.0%
2228.34	1	1.0%
2416.22	1	1.0%
2703.03	1	1.0%
2714.87	1	1.0%
2848.22	1	1.0%
3117.99	1	1.0%
3131.79	1	1.0%

Value	Count	Frequency (%)
36420.12	1	1.0%
35703.47	1	1.0%
29833.36	1	1.0%
28732.29	1	1.0%
21083.07	1	1.0%
20448.55	1	1.0%
18644.25	1	1.0%
18549.43	1	1.0%
18422.84	1	1.0%
18237.99	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	9907.609

Minimum	1439.03
Maximum	35656.76
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	1439.03
5-th percentile	2165.444
Q1	4760.815
median	9454.83
Q3	12318.462
95-th percentile	21436.54
Maximum	35656.76
Range	34217.73
Interquartile range (IQR)	7557.6475

Descriptive statistics

Standard deviation	6758.2905
Coefficient of variation (CV)	0.68213133
Kurtosis	3.6271476
Mean	9907.609
Median Absolute Deviation (MAD)	4024.39
Skewness	1.6221175
Sum	990760.9
Variance	45674491
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10914.56	1	1.0%
17774.57	1	1.0%
13186.03	1	1.0%
10730.83	1	1.0%
11999.12	1	1.0%
3681.48	1	1.0%
3747.03	1	1.0%
12355.61	1	1.0%
11116.5	1	1.0%
10242.61	1	1.0%
Other values (90)	90	90.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1439.03	1	1.0%
1541.77	1	1.0%
1721.68	1	1.0%
1780.29	1	1.0%
2162.86	1	1.0%
2165.58	1	1.0%
2311.23	1	1.0%
2602.59	1	1.0%
2638.48	1	1.0%
2772.09	1	1.0%

Value	Count	Frequency (%)
35656.76	1	1.0%
33872.0	1	1.0%
32839.05	1	1.0%
27754.86	1	1.0%
24134.93	1	1.0%
21294.52	1	1.0%
20388.97	1	1.0%
18855.96	1	1.0%
18751.31	1	1.0%
17774.57	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	1289.1817

Minimum	202.91
Maximum	4735.4
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	202.91
5-th percentile	310.9415
Q1	642.575
median	1245.88
Q3	1559.7075
95-th percentile	2699.0805
Maximum	4735.4
Range	4532.49
Interquartile range (IQR)	917.1325

Descriptive statistics

Standard deviation	860.14731
Coefficient of variation (CV)	0.6672041
Kurtosis	3.7304522
Mean	1289.1817
Median Absolute Deviation (MAD)	511.3
Skewness	1.6277185
Sum	128918.17
Variance	739853.4
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1322.95	1	1.0%
2345.14	1	1.0%
1854.84	1	1.0%
1497.04	1	1.0%
1637.09	1	1.0%
467.1	1	1.0%
446.47	1	1.0%
1548.74	1	1.0%
1437.68	1	1.0%
1356.11	1	1.0%
Other values (90)	90	90.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
202.91	1	1.0%
211.95	1	1.0%
219.47	1	1.0%
221.88	1	1.0%
284.75	1	1.0%
312.32	1	1.0%
313.18	1	1.0%
343.1	1	1.0%
365.67	1	1.0%
375.19	1	1.0%

Value	Count	Frequency (%)
4735.4	1	1.0%
4125.51	1	1.0%
4104.7	1	1.0%
3817.69	1	1.0%
3010.5	1	1.0%
2682.69	1	1.0%
2541.57	1	1.0%
2351.7	1	1.0%
2345.14	1	1.0%
2283.54	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	595.1917

Minimum	90.85
Maximum	2208.2
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	90.85
5-th percentile	113.4345
Q1	292.6825
median	528.8
Q3	734.3675
95-th percentile	1575.6585
Maximum	2208.2
Range	2117.35
Interquartile range (IQR)	441.685

Descriptive statistics

Standard deviation	437.71975
Coefficient of variation (CV)	0.73542651
Kurtosis	3.6041457
Mean	595.1917
Median Absolute Deviation (MAD)	232.58
Skewness	1.7074037
Sum	59519.17
Variance	191598.58
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
605.98	1	1.0%
1048.6	1	1.0%
684.47	1	1.0%
620.78	1	1.0%
748.86	1	1.0%
183.55	1	1.0%
170.85	1	1.0%
857.78	1	1.0%
750.23	1	1.0%
618.7	1	1.0%
Other values (90)	90	90.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
90.85	1	1.0%
102.36	1	1.0%
102.98	1	1.0%
105.35	1	1.0%
107.06	1	1.0%
113.77	1	1.0%
116.94	1	1.0%
126.66	1	1.0%
137.78	1	1.0%
149.06	1	1.0%

Value	Count	Frequency (%)
2208.2	1	1.0%
2179.67	1	1.0%
2026.23	1	1.0%
1801.44	1	1.0%
1622.56	1	1.0%
1573.19	1	1.0%
1253.12	1	1.0%
1165.83	1	1.0%
1115.86	1	1.0%
1048.6	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	2664227.1

Minimum	315553.05
Maximum	9320379.3
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	315553.05
5-th percentile	641759.09
Q1	1379177.9
median	2409407.3
Q3	3446240.7
95-th percentile	5005161.3
Maximum	9320379.3
Range	9004826.3
Interquartile range (IQR)	2067062.7

Descriptive statistics

Standard deviation	1702656.1
Coefficient of variation (CV)	0.6390807
Kurtosis	3.8855615
Mean	2664227.1
Median Absolute Deviation (MAD)	1036471.4
Skewness	1.6082162
Sum	2.6642271 × 10⁸
Variance	2.8990379 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2891492.17	1	1.0%
4653185.96	1	1.0%
4793137.91	1	1.0%
3185596.12	1	1.0%
3301616.65	1	1.0%
1223487.48	1	1.0%
1160137.22	1	1.0%
2756477.67	1	1.0%
2622635.02	1	1.0%
2588268.13	1	1.0%
Other values (90)	90	90.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
315553.05	1	1.0%
329984.22	1	1.0%
561251.59	1	1.0%
583172.45	1	1.0%
613828.94	1	1.0%
643229.1	1	1.0%
686622.82	1	1.0%
736413.98	1	1.0%
780820.67	1	1.0%
806674.94	1	1.0%

Value	Count	Frequency (%)
9320379.31	1	1.0%
9259518.55	1	1.0%
7654450.81	1	1.0%
7386878.16	1	1.0%
5207249.4	1	1.0%
4994525.12	1	1.0%
4793137.91	1	1.0%
4759725.17	1	1.0%
4680635.5	1	1.0%
4663877.03	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	10.74
Min length	8

Characters and Unicode

Total characters	1074
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	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	25.6%
평택	14	3.6%
용인	12	3.1%
광주	10	2.6%
포천	8	2.1%
가평	8	2.1%
여주	8	2.1%
안성	6	1.5%
양평	6	1.5%
화성	6	1.5%
Other values (94)	212	54.4%

Most occurring characters

Value	Count	Frequency (%)
	290	27.0%
기	102	9.5%
경	100	9.3%
평	36	3.4%
주	32	3.0%
성	24	2.2%
양	20	1.9%
천	18	1.7%
인	16	1.5%
용	16	1.5%
Other values (99)	420	39.1%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	784	73.0%
Space Separator	290	27.0%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
기	102	13.0%
경	100	12.8%
평	36	4.6%
주	32	4.1%
성	24	3.1%
양	20	2.6%
천	18	2.3%
인	16	2.0%
용	16	2.0%
포	16	2.0%
Other values (98)	404	51.5%

Space Separator

Value	Count	Frequency (%)
	290	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	784	73.0%
Common	290	27.0%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
기	102	13.0%
경	100	12.8%
평	36	4.6%
주	32	4.1%
성	24	3.1%
양	20	2.6%
천	18	2.3%
인	16	2.0%
용	16	2.0%
포	16	2.0%
Other values (98)	404	51.5%

Common

Value	Count	Frequency (%)
	290	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	784	73.0%
ASCII	290	27.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	290	100.0%

Hangul

Value	Count	Frequency (%)
기	102	13.0%
경	100	12.8%
평	36	4.6%
주	32	4.1%
성	24	3.1%
양	20	2.6%
천	18	2.3%
인	16	2.0%
용	16	2.0%
포	16	2.0%
Other values (98)	404	51.5%

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	0.569	0.846	0.822	0.396	0.463	0.518	0.462	0.409	1.000
지점	1.000	1.000	0.000	1.000	1.000	1.000	1.000	0.939	0.919	0.926	0.847	0.935	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	0.939	0.919	0.926	0.847	0.935	1.000
연장((km))	0.569	1.000	0.000	1.000	1.000	0.578	0.617	0.422	0.389	0.309	0.000	0.446	1.000
좌표위치위도((°))	0.846	1.000	0.000	1.000	0.578	1.000	0.818	0.390	0.394	0.362	0.393	0.354	1.000
좌표위치경도((°))	0.822	1.000	0.000	1.000	0.617	0.818	1.000	0.373	0.000	0.000	0.000	0.434	1.000
co((g/km))	0.396	0.939	0.000	0.939	0.422	0.390	0.373	1.000	0.938	0.897	0.901	1.000	0.939
nox((g/km))	0.463	0.919	0.000	0.919	0.389	0.394	0.000	0.938	1.000	0.959	0.980	0.931	0.919
hc((g/km))	0.518	0.926	0.000	0.926	0.309	0.362	0.000	0.897	0.959	1.000	0.900	0.894	0.926
pm((g/km))	0.462	0.847	0.000	0.847	0.000	0.393	0.000	0.901	0.980	0.900	1.000	0.894	0.847
co2((g/km))	0.409	0.935	0.000	0.935	0.446	0.354	0.434	1.000	0.931	0.894	0.894	1.000	0.935
주소	1.000	1.000	0.000	1.000	1.000	1.000	1.000	0.939	0.919	0.926	0.847	0.935	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	-0.236	-0.077	0.032	0.087	0.099	0.116	0.106	0.087	0.000
연장((km))	-0.236	1.000	0.191	0.020	0.036	0.017	0.025	0.011	0.035	0.000
좌표위치위도((°))	-0.077	0.191	1.000	0.099	-0.205	-0.324	-0.286	-0.334	-0.212	0.000
좌표위치경도((°))	0.032	0.020	0.099	1.000	-0.051	-0.081	-0.051	-0.048	-0.061	0.000
co((g/km))	0.087	0.036	-0.205	-0.051	1.000	0.941	0.971	0.878	0.998	0.000
nox((g/km))	0.099	0.017	-0.324	-0.081	0.941	1.000	0.987	0.970	0.940	0.000
hc((g/km))	0.116	0.025	-0.286	-0.051	0.971	0.987	1.000	0.948	0.968	0.000
pm((g/km))	0.106	0.011	-0.334	-0.048	0.878	0.970	0.948	1.000	0.875	0.000
co2((g/km))	0.087	0.035	-0.212	-0.061	0.998	0.940	0.968	0.875	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	20210501	37.09529	127.06364	11396.33	10914.56	1322.95	605.98	2891492.17	경기 평택 진위 신
1	2	건기연	[0134-0]	2	송탄-오산	6.2	20210501	37.09529	127.06364	11061.58	10238.39	1254.82	525.0	2814752.52	경기 평택 진위 신
2	3	건기연	[0141-1]	1	고양-파주	4.8	20210501	37.73328	126.83253	8626.49	9162.35	1143.13	671.0	2136957.03	경기 파주 조리 장곡
3	4	건기연	[0141-1]	2	고양-파주	4.8	20210501	37.73328	126.83253	8288.32	8349.82	1048.36	529.7	2073539.62	경기 파주 조리 장곡
4	5	건기연	[0142-0]	1	당동-파평	14.7	20210501	37.87708	126.77946	2848.22	2162.86	284.75	102.98	736413.98	경기 파주 문산 당동
5	6	건기연	[0142-0]	2	당동-파평	14.7	20210501	37.87708	126.77946	3117.99	2311.23	312.32	107.06	806674.94	경기 파주 문산 당동
6	7	건기연	[0328-2]	1	이천-장호원	9.6	20210501	37.19066	127.55994	5081.84	4378.29	601.39	344.24	1302260.31	경기 여주 가남 심석
7	8	건기연	[0328-2]	2	이천-장호원	9.6	20210501	37.19066	127.55994	5615.63	4446.91	621.54	320.1	1442034.47	경기 여주 가남 심석
8	9	건기연	[0330-1]	1	이천-광주	15.5	20210501	37.31793	127.42763	12108.22	9191.94	1298.72	517.03	3119489.76	경기 이천 신둔 수하
9	10	건기연	[0330-1]	2	이천-광주	15.5	20210501	37.31793	127.42763	13353.62	10387.17	1472.64	603.06	3429029.63	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	[4508-0]	1	포곡-광주	3.1	20210501	37.34342	127.25053	7733.25	8418.33	1098.42	540.66	1879604.0	경기 용인 모현 왕산
91	92	건기연	[4508-0]	2	포곡-광주	3.1	20210501	37.34342	127.25053	8907.34	11132.51	1295.07	709.84	2148194.64	경기 용인 모현 왕산
92	93	건기연	[4509-0]	1	광주-팔당	19.0	20210501	37.4815	127.28101	5346.79	4358.67	608.58	298.34	1360451.93	경기 광주 남종 삼성
93	94	건기연	[4509-0]	2	광주-팔당	19.0	20210501	37.4815	127.28101	4858.64	4155.59	588.73	286.74	1221105.42	경기 광주 남종 삼성
94	95	건기연	[4512-1]	1	화도-청평	8.3	20210501	37.68735	127.37997	13962.49	12306.08	1581.49	691.34	3609071.1	경기 가평 청평 대성
95	96	건기연	[4512-1]	2	화도-청평	8.3	20210501	37.68735	127.37997	14041.97	12614.56	1623.55	731.77	3604289.27	경기 가평 청평 대성
96	97	건기연	[4606-2]	1	청평-가평	2.9	20210501	37.76396	127.44335	12610.8	9744.03	1350.11	520.5	3227919.11	경기 가평 청평 상천
97	98	건기연	[4606-2]	2	청평-가평	2.9	20210501	37.76396	127.44335	11642.55	9151.26	1265.93	492.33	3010704.98	경기 가평 청평 상천
98	99	건기연	[4707-0]	1	내각-부평	6.8	20210501	37.70419	127.17103	10875.87	10500.19	1371.75	590.08	2756185.24	경기 남양주 진접 내각
99	100	건기연	[4707-0]	2	내각-부평	6.8	20210501	37.70419	127.17103	9775.85	9167.14	1200.53	541.9	2478916.53	경기 남양주 진접 내각

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