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 `nox` and 1 other fields	High correlation
`co` is highly overall correlated with `nox` and 3 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 `co` and 3 other fields	High correlation
`co2` is highly overall correlated with `co` and 3 other fields	High correlation
`기본키` has unique values	Unique
`co` has unique values	Unique
`nox` has unique values	Unique
`hc` has unique values	Unique
`pm` has unique values	Unique
`co2` has unique values	Unique

Reproduction

Analysis started	2024-04-16 16:23:13.579304
Analysis finished	2024-04-16 16:23:20.455452
Duration	6.88 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	[0123-2]
4th row	[0123-2]
5th row	[0124-0]

Value	Count	Frequency (%)
0122-2	2	2.0%
3206-3	2	2.0%
3902-2	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	106	13.2%
[	100	12.5%
-	100	12.5%
]	100	12.5%
1	74	9.2%
3	72	9.0%
4	44	5.5%
9	24	3.0%
6	22	2.8%
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	106	21.2%
1	74	14.8%
3	72	14.4%
4	44	8.8%
9	24	4.8%
6	22	4.4%
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	106	13.2%
[	100	12.5%
-	100	12.5%
]	100	12.5%
1	74	9.2%
3	72	9.0%
4	44	5.5%
9	24	3.0%
6	22	2.8%
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	106	13.2%
[	100	12.5%
-	100	12.5%
]	100	12.5%
1	74	9.2%
3	72	9.0%
4	44	5.5%
9	24	3.0%
6	22	2.8%
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	85
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	두마-금남
4th row	두마-금남
5th row	논산-반포

Value	Count	Frequency (%)
연무-논산	2	2.0%
유구-사곡	2	2.0%
장평-신풍	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	38	7.4%
성	20	3.9%
천	14	2.7%
양	14	2.7%
안	12	2.3%
서	12	2.3%
장	10	1.9%
홍	10	1.9%
구	8	1.6%
Other values (75)	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	38	9.3%
성	20	4.9%
천	14	3.4%
양	14	3.4%
안	12	2.9%
서	12	2.9%
장	10	2.5%
홍	10	2.5%
구	8	2.0%
진	8	2.0%
Other values (72)	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	38	9.3%
성	20	4.9%
천	14	3.4%
양	14	3.4%
안	12	2.9%
서	12	2.9%
장	10	2.5%
홍	10	2.5%
구	8	2.0%
진	8	2.0%
Other values (72)	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	38	9.3%
성	20	4.9%
천	14	3.4%
양	14	3.4%
안	12	2.9%
서	12	2.9%
장	10	2.5%
홍	10	2.5%
구	8	2.0%
진	8	2.0%
Other values (72)	262	64.2%

연장
Real number (ℝ)

Distinct	42
Distinct (%)	42.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.9

Minimum	1.8
Maximum	23.2
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	1.8
5-th percentile	2.7
Q1	5.3
median	6.65
Q3	9.7
95-th percentile	14.6
Maximum	23.2
Range	21.4
Interquartile range (IQR)	4.4

Descriptive statistics

Standard deviation	3.9587775
Coefficient of variation (CV)	0.50111107
Kurtosis	3.3454605
Mean	7.9
Median Absolute Deviation (MAD)	2.2
Skewness	1.4704191
Sum	790
Variance	15.671919
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=42)

Value	Count	Frequency (%)
4.9	6	6.0%
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%
14.2	2	2.0%
7.2	2	2.0%
Other values (32)	64	64.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1.8	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	6	6.0%
5.2	2	2.0%

Value	Count	Frequency (%)
23.2	2	2.0%
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%

측정일
Categorical

CONSTANT

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

20210201	100

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	20210201
2nd row	20210201
3rd row	20210201
4th row	20210201
5th row	20210201

Common Values

Value	Count	Frequency (%)
20210201	100	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
20210201	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	36.500273

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	36.75792
95-th percentile	36.90325
Maximum	36.95295
Range	0.92511
Interquartile range (IQR)	0.50596

Descriptive statistics

Standard deviation	0.28102358
Coefficient of variation (CV)	0.0076992185
Kurtosis	-1.2962207
Mean	36.500273
Median Absolute Deviation (MAD)	0.249765
Skewness	0.0040770365
Sum	3650.0273
Variance	0.078974253
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%
36.89991	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%

좌표위치경도
Real number (ℝ)

Distinct	50
Distinct (%)	50.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	126.94943

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	126.75145
median	126.93537
Q3	127.15746
95-th percentile	127.47469
Maximum	127.49717
Range	1.30804
Interquartile range (IQR)	0.40601

Descriptive statistics

Standard deviation	0.29560327
Coefficient of variation (CV)	0.002328512
Kurtosis	-0.30834863
Mean	126.94943
Median Absolute Deviation (MAD)	0.2172
Skewness	-0.162562
Sum	12694.943
Variance	0.087381296
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%
126.66796	2	2.0%
126.70896	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%
127.25961	2	2.0%
127.25821	2	2.0%
127.24084	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	5019.9241

Minimum	348.86
Maximum	14794.74
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	348.86
5-th percentile	625.6535
Q1	2046.05
median	4826.855
Q3	7626.9075
95-th percentile	10072.505
Maximum	14794.74
Range	14445.88
Interquartile range (IQR)	5580.8575

Descriptive statistics

Standard deviation	3351.7919
Coefficient of variation (CV)	0.66769772
Kurtosis	0.20086468
Mean	5019.9241
Median Absolute Deviation (MAD)	2784.535
Skewness	0.68112311
Sum	501992.41
Variance	11234509
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3634.3	1	1.0%
1232.99	1	1.0%
2315.75	1	1.0%
1993.27	1	1.0%
2034.86	1	1.0%
3577.57	1	1.0%
3637.43	1	1.0%
8779.46	1	1.0%
8752.66	1	1.0%
6200.24	1	1.0%
Other values (90)	90	90.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
348.86	1	1.0%
383.67	1	1.0%
562.28	1	1.0%
587.04	1	1.0%
596.65	1	1.0%
627.18	1	1.0%
653.91	1	1.0%
677.16	1	1.0%
951.24	1	1.0%
964.4	1	1.0%

Value	Count	Frequency (%)
14794.74	1	1.0%
14677.38	1	1.0%
13943.22	1	1.0%
12789.5	1	1.0%
10514.36	1	1.0%
10049.25	1	1.0%
9565.78	1	1.0%
8988.63	1	1.0%
8878.95	1	1.0%
8779.46	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	5125.8915

Minimum	274.38
Maximum	20326.22
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	274.38
5-th percentile	549.473
Q1	1941.0525
median	4599.715
Q3	7200.2825
95-th percentile	12779.144
Maximum	20326.22
Range	20051.84
Interquartile range (IQR)	5259.23

Descriptive statistics

Standard deviation	3833.9855
Coefficient of variation (CV)	0.74796461
Kurtosis	2.0489271
Mean	5125.8915
Median Absolute Deviation (MAD)	2663.8
Skewness	1.1642514
Sum	512589.15
Variance	14699444
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4471.6	1	1.0%
983.15	1	1.0%
2412.49	1	1.0%
1861.25	1	1.0%
2004.04	1	1.0%
5281.23	1	1.0%
4148.35	1	1.0%
13226.49	1	1.0%
12755.6	1	1.0%
5677.73	1	1.0%
Other values (90)	90	90.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
274.38	1	1.0%
286.06	1	1.0%
465.97	1	1.0%
490.55	1	1.0%
506.4	1	1.0%
551.74	1	1.0%
561.08	1	1.0%
609.42	1	1.0%
624.33	1	1.0%
779.34	1	1.0%

Value	Count	Frequency (%)
20326.22	1	1.0%
17040.54	1	1.0%
13600.39	1	1.0%
13443.06	1	1.0%
13226.49	1	1.0%
12755.6	1	1.0%
10077.82	1	1.0%
9894.97	1	1.0%
9880.35	1	1.0%
9453.98	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	650.9962

Minimum	39.49
Maximum	2331.37
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	39.49
5-th percentile	76.9745
Q1	261.195
median	579.135
Q3	978.68
95-th percentile	1288.6805
Maximum	2331.37
Range	2291.88
Interquartile range (IQR)	717.485

Descriptive statistics

Standard deviation	456.87557
Coefficient of variation (CV)	0.70180989
Kurtosis	1.0843829
Mean	650.9962
Median Absolute Deviation (MAD)	334.41
Skewness	0.88872974
Sum	65099.62
Variance	208735.29
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
516.63	1	1.0%
128.84	1	1.0%
300.83	1	1.0%
255.78	1	1.0%
286.12	1	1.0%
580.44	1	1.0%
518.64	1	1.0%
1310.92	1	1.0%
1287.51	1	1.0%
724.53	1	1.0%
Other values (90)	90	90.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
39.49	1	1.0%
40.09	1	1.0%
67.11	1	1.0%
69.03	1	1.0%
75.92	1	1.0%
77.03	1	1.0%
77.56	1	1.0%
79.23	1	1.0%
92.75	1	1.0%
107.17	1	1.0%

Value	Count	Frequency (%)
2331.37	1	1.0%
1986.49	1	1.0%
1719.9	1	1.0%
1675.48	1	1.0%
1310.92	1	1.0%
1287.51	1	1.0%
1262.32	1	1.0%
1258.38	1	1.0%
1234.33	1	1.0%
1229.29	1	1.0%

pm
Real number (ℝ)

HIGH CORRELATION UNIQUE

Distinct	100
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	300.5691

Minimum	23.93
Maximum	1122.95
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	23.93
5-th percentile	37.882
Q1	113.995
median	273.65
Q3	402.23
95-th percentile	737.673
Maximum	1122.95
Range	1099.02
Interquartile range (IQR)	288.235

Descriptive statistics

Standard deviation	220.39158
Coefficient of variation (CV)	0.73324762
Kurtosis	1.5965568
Mean	300.5691
Median Absolute Deviation (MAD)	157.735
Skewness	1.123116
Sum	30056.91
Variance	48572.447
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
330.35	1	1.0%
62.99	1	1.0%
139.94	1	1.0%
116.67	1	1.0%
115.16	1	1.0%
321.93	1	1.0%
253.52	1	1.0%
756.16	1	1.0%
736.7	1	1.0%
332.43	1	1.0%
Other values (90)	90	90.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
23.93	1	1.0%
25.23	1	1.0%
33.51	1	1.0%
34.16	1	1.0%
34.88	1	1.0%
38.04	1	1.0%
38.73	1	1.0%
40.61	1	1.0%
41.44	1	1.0%
45.82	1	1.0%

Value	Count	Frequency (%)
1122.95	1	1.0%
948.38	1	1.0%
863.12	1	1.0%
815.29	1	1.0%
756.16	1	1.0%
736.7	1	1.0%
633.44	1	1.0%
615.94	1	1.0%
588.37	1	1.0%
575.16	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	1282479.2

Minimum	89518.61
Maximum	3814202
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	89518.61
5-th percentile	150217.31
Q1	514369
median	1206400.3
Q3	1859982.1
95-th percentile	2576551.7
Maximum	3814202
Range	3724683.4
Interquartile range (IQR)	1345613.1

Descriptive statistics

Standard deviation	865037.49
Coefficient of variation (CV)	0.67450411
Kurtosis	0.25409493
Mean	1282479.2
Median Absolute Deviation (MAD)	696101.79
Skewness	0.71113521
Sum	1.2824792 × 10⁸
Variance	7.4828985 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
934010.24	1	1.0%
318116.2	1	1.0%
584796.15	1	1.0%
492248.45	1	1.0%
489522.33	1	1.0%
970137.87	1	1.0%
941271.52	1	1.0%
2523899.54	1	1.0%
2486452.78	1	1.0%
1580606.35	1	1.0%
Other values (90)	90	90.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
89518.61	1	1.0%
100004.76	1	1.0%
141040.27	1	1.0%
146147.07	1	1.0%
147557.59	1	1.0%
150357.29	1	1.0%
164326.94	1	1.0%
173684.84	1	1.0%
247338.92	1	1.0%
249527.5	1	1.0%

Value	Count	Frequency (%)
3814202.02	1	1.0%
3729720.1	1	1.0%
3633195.71	1	1.0%
3355242.72	1	1.0%
2650870.45	1	1.0%
2572640.22	1	1.0%
2523899.54	1	1.0%
2486452.78	1	1.0%
2405171.29	1	1.0%
2281740.06	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	10.94
Min length	8

Characters and Unicode

Total characters	1094
Distinct characters	106
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 공주 반포 온천
4th row	충남 공주 반포 온천
5th row	충남 논산 연산 천호

Value	Count	Frequency (%)
충남	100	25.1%
천안	12	3.0%
공주	10	2.5%
금산	10	2.5%
서천	10	2.5%
청양	10	2.5%
아산	8	2.0%
예산	8	2.0%
부여	8	2.0%
세종	6	1.5%
Other values (96)	216	54.3%

Most occurring characters

Value	Count	Frequency (%)
	298	27.2%
남	102	9.3%
충	100	9.1%
산	52	4.8%
천	28	2.6%
서	24	2.2%
성	22	2.0%
안	16	1.5%
청	16	1.5%
신	14	1.3%
Other values (96)	422	38.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	796	72.8%
Space Separator	298	27.2%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
남	102	12.8%
충	100	12.6%
산	52	6.5%
천	28	3.5%
서	24	3.0%
성	22	2.8%
안	16	2.0%
청	16	2.0%
신	14	1.8%
주	14	1.8%
Other values (95)	408	51.3%

Space Separator

Value	Count	Frequency (%)
	298	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	796	72.8%
Common	298	27.2%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
남	102	12.8%
충	100	12.6%
산	52	6.5%
천	28	3.5%
서	24	3.0%
성	22	2.8%
안	16	2.0%
청	16	2.0%
신	14	1.8%
주	14	1.8%
Other values (95)	408	51.3%

Common

Value	Count	Frequency (%)
	298	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	796	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	12.6%
산	52	6.5%
천	28	3.5%
서	24	3.0%
성	22	2.8%
안	16	2.0%
청	16	2.0%
신	14	1.8%
주	14	1.8%
Other values (95)	408	51.3%

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	0.595	0.850	0.849	0.702	0.526	0.557	0.744	0.611	1.000
지점	1.000	1.000	0.000	1.000	1.000	1.000	1.000	0.973	0.928	0.931	0.962	0.982	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	0.973	0.928	0.931	0.962	0.982	1.000
연장	0.595	1.000	0.000	1.000	1.000	0.592	0.614	0.448	0.367	0.279	0.378	0.494	1.000
좌표위치위도	0.850	1.000	0.000	1.000	0.592	1.000	0.844	0.584	0.395	0.354	0.494	0.491	1.000
좌표위치경도	0.849	1.000	0.000	1.000	0.614	0.844	1.000	0.703	0.579	0.530	0.659	0.621	1.000
co	0.702	0.973	0.000	0.973	0.448	0.584	0.703	1.000	0.859	0.886	0.938	0.985	0.973
nox	0.526	0.928	0.000	0.928	0.367	0.395	0.579	0.859	1.000	0.938	0.946	0.865	0.928
hc	0.557	0.931	0.000	0.931	0.279	0.354	0.530	0.886	0.938	1.000	0.946	0.967	0.931
pm	0.744	0.962	0.000	0.962	0.378	0.494	0.659	0.938	0.946	0.946	1.000	0.881	0.962
co2	0.611	0.982	0.000	0.982	0.494	0.491	0.621	0.985	0.865	0.967	0.881	1.000	0.982
주소	1.000	1.000	0.000	1.000	1.000	1.000	1.000	0.973	0.928	0.931	0.962	0.982	1.000

Heatmap
Table

	기본키	연장	좌표위치위도	좌표위치경도	co	nox	hc	pm	co2	방향
기본키	1.000	-0.020	0.231	-0.210	-0.271	-0.220	-0.217	-0.252	-0.273	0.000
연장	-0.020	1.000	0.089	-0.128	0.019	-0.039	-0.030	-0.030	0.025	0.000
좌표위치위도	0.231	0.089	1.000	-0.110	0.443	0.521	0.510	0.486	0.448	0.000
좌표위치경도	-0.210	-0.128	-0.110	1.000	0.364	0.343	0.361	0.366	0.356	0.000
co	-0.271	0.019	0.443	0.364	1.000	0.954	0.972	0.917	0.998	0.000
nox	-0.220	-0.039	0.521	0.343	0.954	1.000	0.994	0.979	0.954	0.000
hc	-0.217	-0.030	0.510	0.361	0.972	0.994	1.000	0.966	0.971	0.000
pm	-0.252	-0.030	0.486	0.366	0.917	0.979	0.966	1.000	0.918	0.000
co2	-0.273	0.025	0.448	0.356	0.998	0.954	0.971	0.918	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	20210201	36.14511	127.10501	3634.3	4471.6	516.63	330.35	934010.24	충남 논산 은진 토양
1	2	건기연	[0122-2]	2	연무-논산	11.5	20210201	36.14511	127.10501	3706.72	5196.36	566.88	376.25	940936.1	충남 논산 은진 토양
2	3	건기연	[0123-2]	1	두마-금남	4.9	20210201	36.37685	127.25961	10514.36	9053.74	1234.33	456.61	2650870.45	충남 공주 반포 온천
3	4	건기연	[0123-2]	2	두마-금남	4.9	20210201	36.37685	127.25961	9565.78	8183.89	1116.53	389.73	2405171.29	충남 공주 반포 온천
4	5	건기연	[0124-0]	1	논산-반포	10.2	20210201	36.24966	127.22854	8066.74	6266.43	887.12	364.75	2066089.84	충남 논산 연산 천호
5	6	건기연	[0124-0]	2	논산-반포	10.2	20210201	36.24966	127.22854	8362.73	7093.78	981.41	487.64	2134585.68	충남 논산 연산 천호
6	7	건기연	[0127-2]	1	금남-조치원	12.2	20210201	36.56218	127.28536	8878.95	7519.79	997.84	389.19	2281740.06	충남 세종 연서 봉암
7	8	건기연	[0127-2]	2	금남-조치원	12.2	20210201	36.56218	127.28536	8715.96	6872.43	972.56	359.38	2232172.59	충남 세종 연서 봉암
8	9	건기연	[0127-7]	1	공주-유성	5.8	20210201	36.40916	127.25821	8372.96	8412.85	1077.13	484.17	2118312.85	충남 공주 반포 성강
9	10	건기연	[0127-7]	2	공주-유성	5.8	20210201	36.40916	127.25821	7928.43	7897.88	1047.89	412.04	1986383.34	충남 공주 반포 성강

	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	20210201	36.21913	127.49544	1969.17	2014.35	279.87	148.6	475471.75	충남 금산 추부 요광
91	92	건기연	[3707-0]	2	추부-군서	1.8	20210201	36.21913	127.49544	2085.98	1891.89	262.46	123.51	527141.03	충남 금산 추부 요광
92	93	건기연	[3901-4]	1	은산-청양IC	6.2	20210201	36.35819	126.91585	348.86	286.06	39.49	25.23	89518.61	충남 청양 장평 은곡
93	94	건기연	[3901-4]	2	은산-청양IC	6.2	20210201	36.35819	126.91585	383.67	274.38	40.09	23.93	100004.76	충남 청양 장평 은곡
94	95	건기연	[3902-0]	1	유구-아산	23.2	20210201	36.60979	126.97031	1204.59	1028.76	141.96	57.6	302655.26	충남 공주 유구 추계
95	96	건기연	[3902-0]	2	유구-아산	23.2	20210201	36.60979	126.97031	964.4	779.34	107.17	41.44	249527.5	충남 공주 유구 추계
96	97	건기연	[3902-2]	1	장평-신풍	12.9	20210201	36.43536	126.9549	627.18	490.55	77.56	34.88	146147.07	충남 청양 정산 해남
97	98	건기연	[3902-2]	2	장평-신풍	12.9	20210201	36.43536	126.9549	587.04	465.97	67.11	40.61	150357.29	충남 청양 정산 해남
98	99	건기연	[3905-0]	1	염치-권관	8.3	20210201	36.85256	126.96007	8274.39	9880.35	1262.32	568.45	2044541.44	충남 아산 영인 아산
99	100	건기연	[3905-0]	2	염치-권관	8.3	20210201	36.85256	126.96007	7971.58	8982.83	1139.24	467.46	2017250.47	충남 아산 영인 아산

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