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 13:01:45.169597
Analysis finished	2023-12-10 13:01:56.523089
Duration	11.35 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%
4301-1	2	2.0%
4512-1	2	2.0%
3804-1	2	2.0%
3804-2	2	2.0%
3906-1	2	2.0%
3906-4	2	2.0%
3907-1	2	2.0%
3918-2	2	2.0%
4205-1	2	2.0%
Other values (40)	80	80.0%

Most occurring characters

Value	Count	Frequency (%)
0	120	15.0%
[	100	12.5%
-	100	12.5%
]	100	12.5%
3	86	10.8%
1	68	8.5%
4	62	7.8%
2	54	6.8%
7	26	3.2%
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	120	24.0%
3	86	17.2%
1	68	13.6%
4	62	12.4%
2	54	10.8%
7	26	5.2%
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	120	15.0%
[	100	12.5%
-	100	12.5%
]	100	12.5%
3	86	10.8%
1	68	8.5%
4	62	7.8%
2	54	6.8%
7	26	3.2%
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	120	15.0%
[	100	12.5%
-	100	12.5%
]	100	12.5%
3	86	10.8%
1	68	8.5%
4	62	7.8%
2	54	6.8%
7	26	3.2%
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	5.2
Min length	4

Characters and Unicode

Total characters	520
Distinct characters	80
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%
팔탄-양감	2	2.0%
화도-청평	2	2.0%
죽산교-일죽	2	2.0%
안성-죽산	2	2.0%
아산만-덕목	2	2.0%
발안ic-청북ic	2	2.0%
팔탄-비봉	2	2.0%
일영-의정부	2	2.0%
보라-용인	2	2.0%
Other values (40)	80	80.0%

Most occurring characters

Value	Count	Frequency (%)
-	100	19.2%
평	26	5.0%
천	24	4.6%
안	14	2.7%
주	14	2.7%
부	14	2.7%
양	14	2.7%
성	12	2.3%
중	12	2.3%
동	10	1.9%
Other values (70)	280	53.8%

Most occurring categories

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

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
평	26	6.3%
천	24	5.8%
안	14	3.4%
주	14	3.4%
부	14	3.4%
양	14	3.4%
성	12	2.9%
중	12	2.9%
동	10	2.4%
팔	10	2.4%
Other values (67)	262	63.6%

Uppercase Letter

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

Dash Punctuation

Value	Count	Frequency (%)
-	100	100.0%

Most occurring scripts

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

Most frequent character per script

Hangul

Value	Count	Frequency (%)
평	26	6.3%
천	24	5.8%
안	14	3.4%
주	14	3.4%
부	14	3.4%
양	14	3.4%
성	12	2.9%
중	12	2.9%
동	10	2.4%
팔	10	2.4%
Other values (67)	262	63.6%

Latin

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

Common

Value	Count	Frequency (%)
-	100	100.0%

Most occurring blocks

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

Most frequent character per block

ASCII

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

Hangul

Value	Count	Frequency (%)
평	26	6.3%
천	24	5.8%
안	14	3.4%
주	14	3.4%
부	14	3.4%
양	14	3.4%
성	12	2.9%
중	12	2.9%
동	10	2.4%
팔	10	2.4%
Other values (67)	262	63.6%

연장((km))
Real number (ℝ)

Distinct	45
Distinct (%)	45.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.578

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	7.45
Q3	10.9
95-th percentile	17.6
Maximum	27.5
Range	26
Interquartile range (IQR)	5.5

Descriptive statistics

Standard deviation	4.9511264
Coefficient of variation (CV)	0.5771889
Kurtosis	2.8423337
Mean	8.578
Median Absolute Deviation (MAD)	2.8
Skewness	1.3468619
Sum	857.8
Variance	24.513653
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=45)

Value	Count	Frequency (%)
6.0	4	4.0%
4.8	4	4.0%
5.4	4	4.0%
10.6	4	4.0%
6.1	4	4.0%
6.2	2	2.0%
5.0	2	2.0%
5.6	2	2.0%
2.7	2	2.0%
27.5	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

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	37.436322

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	37.72112
95-th percentile	38.0169
Maximum	38.06264
Range	1.10637
Interquartile range (IQR)	0.5561

Descriptive statistics

Standard deviation	0.33552787
Coefficient of variation (CV)	0.0089626291
Kurtosis	-1.0721334
Mean	37.436322
Median Absolute Deviation (MAD)	0.266565
Skewness	0.33734741
Sum	3743.6322
Variance	0.11257895
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
37.09529	2	2.0%
37.34137	2	2.0%
37.02727	2	2.0%
36.95866	2	2.0%
37.05786	2	2.0%
37.23589	2	2.0%
37.71834	2	2.0%
37.23653	2	2.0%
37.2375	2	2.0%
37.29776	2	2.0%
Other values (40)	80	80.0%

Minimum 10 values
Maximum 10 values

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

Value	Count	Frequency (%)
38.06264	2	2.0%
38.06053	2	2.0%
38.0169	2	2.0%
37.99285	2	2.0%
37.96019	2	2.0%
37.93198	2	2.0%
37.91419	2	2.0%
37.87708	2	2.0%
37.83225	2	2.0%
37.76396	2	2.0%

좌표위치경도((°))
Real number (ℝ)

Distinct	50
Distinct (%)	50.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	127.22819

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	127.24601
Q3	127.40224
95-th percentile	127.62684
Maximum	127.74421
Range	0.96475
Interquartile range (IQR)	0.3386

Descriptive statistics

Standard deviation	0.24435108
Coefficient of variation (CV)	0.0019205734
Kurtosis	-0.77903447
Mean	127.22819
Median Absolute Deviation (MAD)	0.17778
Skewness	0.025180817
Sum	12722.819
Variance	0.05970745
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
127.06364	2	2.0%
127.19674	2	2.0%
127.3367	2	2.0%
126.92256	2	2.0%
126.92508	2	2.0%
126.88236	2	2.0%
126.92818	2	2.0%
127.166	2	2.0%
127.3107	2	2.0%
127.60231	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	5817.121

Minimum	992.9
Maximum	24912.28
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	992.9
5-th percentile	1339.931
Q1	2921.8975
median	5056.155
Q3	7387.88
95-th percentile	11850.005
Maximum	24912.28
Range	23919.38
Interquartile range (IQR)	4465.9825

Descriptive statistics

Standard deviation	4062.8818
Coefficient of variation (CV)	0.69843516
Kurtosis	5.8096718
Mean	5817.121
Median Absolute Deviation (MAD)	2190.07
Skewness	1.9358589
Sum	581712.1
Variance	16507009
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7412.75	1	1.0%
2808.41	1	1.0%
6387.31	1	1.0%
2901.04	1	1.0%
2789.16	1	1.0%
6104.88	1	1.0%
6619.21	1	1.0%
5071.2	1	1.0%
4369.19	1	1.0%
8912.45	1	1.0%
Other values (90)	90	90.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
992.9	1	1.0%
1034.17	1	1.0%
1136.24	1	1.0%
1163.82	1	1.0%
1164.39	1	1.0%
1349.17	1	1.0%
1398.6	1	1.0%
1446.22	1	1.0%
1513.54	1	1.0%
1519.58	1	1.0%

Value	Count	Frequency (%)
24912.28	1	1.0%
20918.33	1	1.0%
17814.93	1	1.0%
14346.52	1	1.0%
12220.61	1	1.0%
11830.5	1	1.0%
11591.04	1	1.0%
11222.78	1	1.0%
11186.96	1	1.0%
10373.12	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	4741.296

Minimum	941.7
Maximum	19060.44
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	941.7
5-th percentile	1120.5315
Q1	2501.595
median	4167.585
Q3	6301.13
95-th percentile	8964.145
Maximum	19060.44
Range	18118.74
Interquartile range (IQR)	3799.535

Descriptive statistics

Standard deviation	3125.4851
Coefficient of variation (CV)	0.65920481
Kurtosis	5.1388907
Mean	4741.296
Median Absolute Deviation (MAD)	1844.54
Skewness	1.776887
Sum	474129.6
Variance	9768657.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6392.97	1	1.0%
1851.32	1	1.0%
4175.76	1	1.0%
2413.02	1	1.0%
2727.92	1	1.0%
5008.27	1	1.0%
5846.69	1	1.0%
4132.5	1	1.0%
3807.68	1	1.0%
6718.58	1	1.0%
Other values (90)	90	90.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
941.7	1	1.0%
968.57	1	1.0%
974.22	1	1.0%
1055.5	1	1.0%
1080.47	1	1.0%
1122.64	1	1.0%
1146.69	1	1.0%
1155.02	1	1.0%
1209.87	1	1.0%
1264.78	1	1.0%

Value	Count	Frequency (%)
19060.44	1	1.0%
15989.64	1	1.0%
14032.07	1	1.0%
11105.22	1	1.0%
10834.22	1	1.0%
8865.72	1	1.0%
8754.89	1	1.0%
8614.45	1	1.0%
8209.4	1	1.0%
8032.27	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	628.6498

Minimum	120.87
Maximum	2672.14
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	120.87
5-th percentile	143.2575
Q1	317.805
median	552.51
Q3	804.745
95-th percentile	1221.776
Maximum	2672.14
Range	2551.27
Interquartile range (IQR)	486.94

Descriptive statistics

Standard deviation	434.31009
Coefficient of variation (CV)	0.69086174
Kurtosis	5.9510156
Mean	628.6498
Median Absolute Deviation (MAD)	236.975
Skewness	1.9528837
Sum	62864.98
Variance	188625.26
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
788.8	1	1.0%
267.73	1	1.0%
610.52	1	1.0%
288.15	1	1.0%
294.59	1	1.0%
637.91	1	1.0%
737.5	1	1.0%
566.66	1	1.0%
488.75	1	1.0%
951.16	1	1.0%
Other values (90)	90	90.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
120.87	1	1.0%
122.36	1	1.0%
122.96	1	1.0%
131.42	1	1.0%
141.88	1	1.0%
143.33	1	1.0%
150.83	1	1.0%
152.03	1	1.0%
154.22	1	1.0%
159.23	1	1.0%

Value	Count	Frequency (%)
2672.14	1	1.0%
2219.39	1	1.0%
1986.07	1	1.0%
1571.89	1	1.0%
1429.75	1	1.0%
1210.83	1	1.0%
1201.92	1	1.0%
1152.89	1	1.0%
1127.59	1	1.0%
1101.02	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	240.7821

Minimum	40.29
Maximum	945.35
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	40.29
5-th percentile	53.1655
Q1	121.7925
median	223.23
Q3	295.99
95-th percentile	554.905
Maximum	945.35
Range	905.06
Interquartile range (IQR)	174.1975

Descriptive statistics

Standard deviation	162.52862
Coefficient of variation (CV)	0.67500293
Kurtosis	4.0724558
Mean	240.7821
Median Absolute Deviation (MAD)	84.78
Skewness	1.6634976
Sum	24078.21
Variance	26415.553
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
295.77	1	1.0%
81.21	1	1.0%
157.5	1	1.0%
101.26	1	1.0%
115.53	1	1.0%
260.37	1	1.0%
324.76	1	1.0%
202.28	1	1.0%
203.59	1	1.0%
276.23	1	1.0%
Other values (90)	90	90.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
40.29	1	1.0%
45.78	1	1.0%
47.71	1	1.0%
49.38	1	1.0%
50.8	1	1.0%
53.29	1	1.0%
53.93	1	1.0%
56.03	1	1.0%
56.55	1	1.0%
69.21	1	1.0%

Value	Count	Frequency (%)
945.35	1	1.0%
764.61	1	1.0%
717.25	1	1.0%
676.05	1	1.0%
558.99	1	1.0%
554.69	1	1.0%
509.89	1	1.0%
469.89	1	1.0%
464.72	1	1.0%
448.48	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	1491592.6

Minimum	246195.01
Maximum	6445724.1
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	246195.01
5-th percentile	338895.46
Q1	762209.13
median	1285439.4
Q3	1846101.7
95-th percentile	3100088.5
Maximum	6445724.1
Range	6199529.1
Interquartile range (IQR)	1083892.5

Descriptive statistics

Standard deviation	1049528.8
Coefficient of variation (CV)	0.70362962
Kurtosis	5.9718509
Mean	1491592.6
Median Absolute Deviation (MAD)	541995.12
Skewness	1.97137
Sum	1.4915926 × 10⁸
Variance	1.1015106 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1889514.67	1	1.0%
733953.2	1	1.0%
1661789.87	1	1.0%
747640.42	1	1.0%
707337.08	1	1.0%
1576595.34	1	1.0%
1562724.03	1	1.0%
1296031.52	1	1.0%
1141055.25	1	1.0%
2294281.68	1	1.0%
Other values (90)	90	90.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
246195.01	1	1.0%
270652.31	1	1.0%
286188.45	1	1.0%
289508.63	1	1.0%
298032.95	1	1.0%
341046.12	1	1.0%
342611.04	1	1.0%
359710.4	1	1.0%
385286.25	1	1.0%
390518.32	1	1.0%

Value	Count	Frequency (%)
6445724.13	1	1.0%
5444685.14	1	1.0%
4556265.34	1	1.0%
3673906.21	1	1.0%
3191417.04	1	1.0%
3095281.73	1	1.0%
3004856.81	1	1.0%
2905553.3	1	1.0%
2709413.21	1	1.0%
2696569.19	1	1.0%

주소
Text

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

Length

Max length	12
Median length	11
Mean length	10.7
Min length	8

Characters and Unicode

Total characters	1070
Distinct characters	105
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%
가평	10	2.6%
광주	10	2.6%
포천	8	2.1%
여주	8	2.1%
파주	6	1.5%
화성	6	1.5%
안성	6	1.5%
Other values (94)	210	53.8%

Most occurring characters

Value	Count	Frequency (%)
	290	27.1%
기	102	9.5%
경	100	9.3%
평	38	3.6%
주	30	2.8%
성	24	2.2%
천	18	1.7%
양	18	1.7%
가	18	1.7%
포	16	1.5%
Other values (95)	416	38.9%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	780	72.9%
Space Separator	290	27.1%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
기	102	13.1%
경	100	12.8%
평	38	4.9%
주	30	3.8%
성	24	3.1%
천	18	2.3%
양	18	2.3%
가	18	2.3%
포	16	2.1%
용	16	2.1%
Other values (94)	400	51.3%

Space Separator

Value	Count	Frequency (%)
	290	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	780	72.9%
Common	290	27.1%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
기	102	13.1%
경	100	12.8%
평	38	4.9%
주	30	3.8%
성	24	3.1%
천	18	2.3%
양	18	2.3%
가	18	2.3%
포	16	2.1%
용	16	2.1%
Other values (94)	400	51.3%

Common

Value	Count	Frequency (%)
	290	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	780	72.9%
ASCII	290	27.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	290	100.0%

Hangul

Value	Count	Frequency (%)
기	102	13.1%
경	100	12.8%
평	38	4.9%
주	30	3.8%
성	24	3.1%
천	18	2.3%
양	18	2.3%
가	18	2.3%
포	16	2.1%
용	16	2.1%
Other values (94)	400	51.3%

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	0.598	0.838	0.834	0.432	0.382	0.284	0.405	0.401	1.000
지점	1.000	1.000	0.000	1.000	1.000	1.000	1.000	0.925	0.865	0.859	0.844	0.928	1.000
방향	0.000	0.000	1.000	0.000	0.000	0.000	0.000	0.000	0.021	0.000	0.000	0.000	0.000
측정구간	1.000	1.000	0.000	1.000	1.000	1.000	1.000	0.925	0.865	0.859	0.844	0.928	1.000
연장((km))	0.598	1.000	0.000	1.000	1.000	0.570	0.625	0.346	0.275	0.278	0.421	0.387	1.000
좌표위치위도((°))	0.838	1.000	0.000	1.000	0.570	1.000	0.832	0.282	0.326	0.240	0.339	0.311	1.000
좌표위치경도((°))	0.834	1.000	0.000	1.000	0.625	0.832	1.000	0.417	0.116	0.116	0.111	0.455	1.000
co((g/km))	0.432	0.925	0.000	0.925	0.346	0.282	0.417	1.000	0.991	0.992	0.964	1.000	0.925
nox((g/km))	0.382	0.865	0.021	0.865	0.275	0.326	0.116	0.991	1.000	0.998	0.977	0.989	0.865
hc((g/km))	0.284	0.859	0.000	0.859	0.278	0.240	0.116	0.992	0.998	1.000	0.976	0.990	0.859
pm((g/km))	0.405	0.844	0.000	0.844	0.421	0.339	0.111	0.964	0.977	0.976	1.000	0.962	0.844
co2((g/km))	0.401	0.928	0.000	0.928	0.387	0.311	0.455	1.000	0.989	0.990	0.962	1.000	0.928
주소	1.000	1.000	0.000	1.000	1.000	1.000	1.000	0.925	0.865	0.859	0.844	0.928	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	-0.259	-0.118	0.021	0.025	-0.015	-0.003	-0.035	0.024	0.000
연장((km))	-0.259	1.000	0.246	0.027	0.037	0.069	0.066	0.079	0.040	0.000
좌표위치위도((°))	-0.118	0.246	1.000	0.123	-0.139	-0.235	-0.210	-0.230	-0.142	0.000
좌표위치경도((°))	0.021	0.027	0.123	1.000	-0.083	-0.094	-0.070	-0.067	-0.099	0.000
co((g/km))	0.025	0.037	-0.139	-0.083	1.000	0.960	0.979	0.887	0.999	0.000
nox((g/km))	-0.015	0.069	-0.235	-0.094	0.960	1.000	0.988	0.959	0.956	0.000
hc((g/km))	-0.003	0.066	-0.210	-0.070	0.979	0.988	1.000	0.935	0.975	0.000
pm((g/km))	-0.035	0.079	-0.230	-0.067	0.887	0.959	0.935	1.000	0.881	0.000
co2((g/km))	0.024	0.040	-0.142	-0.099	0.999	0.956	0.975	0.881	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	20210301	37.09529	127.06364	7412.75	6392.97	788.8	295.77	1889514.67	경기 평택 진위 신
1	2	건기연	[0134-0]	2	송탄-오산	6.2	20210301	37.09529	127.06364	7519.49	6350.21	771.98	255.72	1921672.43	경기 평택 진위 신
2	3	건기연	[0141-1]	1	고양-파주	4.8	20210301	37.73328	126.83253	5629.83	4740.93	599.19	267.87	1444663.3	경기 파주 조리 장곡
3	4	건기연	[0141-1]	2	고양-파주	4.8	20210301	37.73328	126.83253	5607.17	5191.2	631.01	327.39	1418237.84	경기 파주 조리 장곡
4	5	건기연	[0142-0]	1	당동-파평	14.7	20210301	37.87708	126.77946	1398.6	1146.69	141.88	50.8	359710.4	경기 파주 문산 당동
5	6	건기연	[0142-0]	2	당동-파평	14.7	20210301	37.87708	126.77946	1970.88	1408.57	198.45	53.93	464624.02	경기 파주 문산 당동
6	7	건기연	[0328-2]	1	이천-장호원	9.6	20210301	37.19066	127.55994	2780.4	2531.12	321.82	194.56	719501.31	경기 여주 가남 심석
7	8	건기연	[0328-2]	2	이천-장호원	9.6	20210301	37.19066	127.55994	2681.2	2253.44	288.87	176.02	691056.14	경기 여주 가남 심석
8	9	건기연	[0330-1]	1	이천-광주	15.5	20210301	37.31793	127.42763	7379.59	6284.77	925.19	353.6	1831630.66	경기 이천 신둔 수하
9	10	건기연	[0330-1]	2	이천-광주	15.5	20210301	37.31793	127.42763	6840.12	5798.51	852.58	326.91	1700103.95	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	[4506-2]	1	장서-천	5.4	20210301	37.16502	127.20567	9231.16	8865.72	1152.89	558.99	2376040.28	경기 용인 이동 덕성
91	92	건기연	[4506-2]	2	장서-천	5.4	20210301	37.16502	127.20567	11222.78	10834.22	1429.75	717.25	2696569.19	경기 용인 이동 덕성
92	93	건기연	[4508-0]	1	포곡-광주	3.1	20210301	37.34342	127.25053	4094.25	3688.25	442.1	223.57	1045569.03	경기 용인 모현 왕산
93	94	건기연	[4508-0]	2	포곡-광주	3.1	20210301	37.34342	127.25053	5534.53	4572.51	608.15	261.87	1302920.99	경기 용인 모현 왕산
94	95	건기연	[4509-0]	1	광주-팔당	19.0	20210301	37.4815	127.28101	4805.94	3968.6	582.01	225.58	1202696.69	경기 광주 남종 삼성
95	96	건기연	[4509-0]	2	광주-팔당	19.0	20210301	37.4815	127.28101	3941.81	3471.08	506.2	195.54	968153.25	경기 광주 남종 삼성
96	97	건기연	[4512-1]	1	화도-청평	8.3	20210301	37.68735	127.37997	6918.38	5282.38	694.66	273.92	1793974.7	경기 가평 청평 대성
97	98	건기연	[4512-1]	2	화도-청평	8.3	20210301	37.68735	127.37997	8918.39	6649.17	899.38	366.64	2311297.43	경기 가평 청평 대성
98	99	건기연	[4606-2]	1	청평-가평	2.9	20210301	37.76396	127.44335	5313.48	4152.04	540.96	231.12	1381048.67	경기 가평 청평 상천
99	100	건기연	[4606-2]	2	청평-가평	2.9	20210301	37.76396	127.44335	6668.84	4977.51	673.59	277.74	1728224.28	경기 가평 청평 상천

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