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=72510290-4b3e-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	2024-04-16 09:20:10.747767
Analysis finished	2024-04-16 09:20:18.032809
Duration	7.29 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	[0526-3]
2nd row	[0526-3]
3rd row	[0527-2]
4th row	[0527-2]
5th row	[0529-0]

Value	Count	Frequency (%)
0526-3	2	2.0%
4215-1	2	2.0%
4710-0	2	2.0%
3517-1	2	2.0%
3811-0	2	2.0%
3813-1	2	2.0%
3814-0	2	2.0%
3818-0	2	2.0%
4209-1	2	2.0%
4209-2	2	2.0%
Other values (40)	80	80.0%

Most occurring characters

Value	Count	Frequency (%)
0	106	13.2%
1	102	12.8%
[	100	12.5%
-	100	12.5%
]	100	12.5%
3	64	8.0%
2	62	7.8%
4	52	6.5%
6	32	4.0%
5	26	3.2%
Other values (3)	56	7.0%

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	106	21.2%
1	102	20.4%
3	64	12.8%
2	62	12.4%
4	52	10.4%
6	32	6.4%
5	26	5.2%
7	26	5.2%
8	18	3.6%
9	12	2.4%

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	106	13.2%
1	102	12.8%
[	100	12.5%
-	100	12.5%
]	100	12.5%
3	64	8.0%
2	62	7.8%
4	52	6.5%
6	32	4.0%
5	26	3.2%
Other values (3)	56	7.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	800	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	106	13.2%
1	102	12.8%
[	100	12.5%
-	100	12.5%
]	100	12.5%
3	64	8.0%
2	62	7.8%
4	52	6.5%
6	32	4.0%
5	26	3.2%
Other values (3)	56	7.0%

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	5.18
Min length	4

Characters and Unicode

Total characters	518
Distinct characters	89
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	원주-소초
2nd row	원주-소초
3rd row	원주-횡성
4th row	원주-횡성
5th row	공근-동산

Value	Count	Frequency (%)
원주-소초	2	2.0%
정선-임계	2	2.0%
이동-근남	2	2.0%
송현-성산	2	2.0%
쌍용-남	2	2.0%
신동-사북	2	2.0%
남-사북	2	2.0%
도계-고천	2	2.0%
원주-새말	2	2.0%
문막-원주	2	2.0%
Other values (40)	80	80.0%

Most occurring characters

Value	Count	Frequency (%)
-	100	19.3%
천	22	4.2%
동	18	3.5%
주	16	3.1%
계	14	2.7%
현	12	2.3%
남	12	2.3%
진	12	2.3%
문	12	2.3%
평	12	2.3%
Other values (79)	288	55.6%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	414	79.9%
Dash Punctuation	100	19.3%
Uppercase Letter	4	0.8%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
천	22	5.3%
동	18	4.3%
주	16	3.9%
계	14	3.4%
현	12	2.9%
남	12	2.9%
진	12	2.9%
문	12	2.9%
평	12	2.9%
성	10	2.4%
Other values (76)	274	66.2%

Uppercase Letter

Value	Count	Frequency (%)
I	2	50.0%
C	2	50.0%

Dash Punctuation

Value	Count	Frequency (%)
-	100	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	414	79.9%
Common	100	19.3%
Latin	4	0.8%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
천	22	5.3%
동	18	4.3%
주	16	3.9%
계	14	3.4%
현	12	2.9%
남	12	2.9%
진	12	2.9%
문	12	2.9%
평	12	2.9%
성	10	2.4%
Other values (76)	274	66.2%

Latin

Value	Count	Frequency (%)
I	2	50.0%
C	2	50.0%

Common

Value	Count	Frequency (%)
-	100	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	414	79.9%
ASCII	104	20.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
-	100	96.2%
I	2	1.9%
C	2	1.9%

Hangul

Value	Count	Frequency (%)
천	22	5.3%
동	18	4.3%
주	16	3.9%
계	14	3.4%
현	12	2.9%
남	12	2.9%
진	12	2.9%
문	12	2.9%
평	12	2.9%
성	10	2.4%
Other values (76)	274	66.2%

연장((km))
Real number (ℝ)

Distinct	45
Distinct (%)	45.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	9.67

Minimum	0.4
Maximum	27
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0.4
5-th percentile	2.3
Q1	4.4
median	8.8
Q3	12.7
95-th percentile	23
Maximum	27
Range	26.6
Interquartile range (IQR)	8.3

Descriptive statistics

Standard deviation	6.1808845
Coefficient of variation (CV)	0.63918144
Kurtosis	0.52372158
Mean	9.67
Median Absolute Deviation (MAD)	4.2
Skewness	0.9201318
Sum	967
Variance	38.203333
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=45)

Value	Count	Frequency (%)
8.0	4	4.0%
12.0	4	4.0%
3.5	4	4.0%
8.8	4	4.0%
7.2	4	4.0%
2.0	2	2.0%
14.0	2	2.0%
6.5	2	2.0%
14.4	2	2.0%
3.8	2	2.0%
Other values (35)	70	70.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.4	2	2.0%
2.0	2	2.0%
2.3	2	2.0%
2.4	2	2.0%
2.6	2	2.0%
2.9	2	2.0%
3.3	2	2.0%
3.5	4	4.0%
3.6	2	2.0%
3.8	2	2.0%

Value	Count	Frequency (%)
27.0	2	2.0%
24.7	2	2.0%
23.0	2	2.0%
22.7	2	2.0%
18.1	2	2.0%
17.4	2	2.0%
16.1	2	2.0%
15.3	2	2.0%
14.4	2	2.0%
14.0	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	37.694698

Minimum	37.08588
Maximum	38.38086
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	37.08588
5-th percentile	37.18732
Q1	37.40743
median	37.65705
Q3	38.04937
95-th percentile	38.23094
Maximum	38.38086
Range	1.29498
Interquartile range (IQR)	0.64194

Descriptive statistics

Standard deviation	0.3577231
Coefficient of variation (CV)	0.0094900111
Kurtosis	-1.2945624
Mean	37.694698
Median Absolute Deviation (MAD)	0.32117
Skewness	0.13857335
Sum	3769.4698
Variance	0.12796582
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
37.3551	2	2.0%
38.23094	2	2.0%
37.18732	2	2.0%
37.21543	2	2.0%
37.25108	2	2.0%
37.30412	2	2.0%
37.40802	2	2.0%
37.32395	2	2.0%
37.4163	2	2.0%
37.32703	2	2.0%
Other values (40)	80	80.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
37.08588	2	2.0%
37.18474	2	2.0%
37.18732	2	2.0%
37.19159	2	2.0%
37.21543	2	2.0%
37.25108	2	2.0%
37.28643	2	2.0%
37.30412	2	2.0%
37.32395	2	2.0%
37.32703	2	2.0%

Value	Count	Frequency (%)
38.38086	2	2.0%
38.25247	2	2.0%
38.23094	2	2.0%
38.19136	2	2.0%
38.18502	2	2.0%
38.17869	2	2.0%
38.14989	2	2.0%
38.11527	2	2.0%
38.10576	2	2.0%
38.08778	2	2.0%

좌표위치경도((°))
Real number (ℝ)

Distinct	50
Distinct (%)	50.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	128.27445

Minimum	127.35058
Maximum	129.20253
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	127.35058
5-th percentile	127.47033
Q1	127.89528
median	128.20314
Q3	128.64197
95-th percentile	129.07044
Maximum	129.20253
Range	1.85195
Interquartile range (IQR)	0.74669

Descriptive statistics

Standard deviation	0.47844126
Coefficient of variation (CV)	0.003729825
Kurtosis	-0.93775591
Mean	128.27445
Median Absolute Deviation (MAD)	0.36472
Skewness	0.074427266
Sum	12827.445
Variance	0.22890604
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
127.99487	2	2.0%
127.35058	2	2.0%
128.38975	2	2.0%
128.64197	2	2.0%
128.7796	2	2.0%
129.07044	2	2.0%
127.99641	2	2.0%
127.83897	2	2.0%
128.2034	2	2.0%
128.51597	2	2.0%
Other values (40)	80	80.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
127.35058	2	2.0%
127.41894	2	2.0%
127.47033	2	2.0%
127.62463	2	2.0%
127.63815	2	2.0%
127.67987	2	2.0%
127.77663	2	2.0%
127.81252	2	2.0%
127.81502	2	2.0%
127.83787	2	2.0%

Value	Count	Frequency (%)
129.20253	2	2.0%
129.09293	2	2.0%
129.07044	2	2.0%
129.02671	2	2.0%
128.98396	2	2.0%
128.84543	2	2.0%
128.84271	2	2.0%
128.83913	2	2.0%
128.81034	2	2.0%
128.79017	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	3837.9811

Minimum	437.07
Maximum	12540.31
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	437.07
5-th percentile	647.0345
Q1	1309.12
median	2553.665
Q3	5561.055
95-th percentile	10748.987
Maximum	12540.31
Range	12103.24
Interquartile range (IQR)	4251.935

Descriptive statistics

Standard deviation	3161.5722
Coefficient of variation (CV)	0.82375919
Kurtosis	0.23636841
Mean	3837.9811
Median Absolute Deviation (MAD)	1649.14
Skewness	1.0391558
Sum	383798.11
Variance	9995538.7
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5174.19	1	1.0%
4211.34	1	1.0%
1428.16	1	1.0%
2637.84	1	1.0%
2681.87	1	1.0%
1195.77	1	1.0%
1462.83	1	1.0%
2056.4	1	1.0%
2339.88	1	1.0%
8379.74	1	1.0%
Other values (90)	90	90.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
437.07	1	1.0%
451.91	1	1.0%
542.77	1	1.0%
586.18	1	1.0%
586.89	1	1.0%
650.2	1	1.0%
672.95	1	1.0%
692.61	1	1.0%
821.21	1	1.0%
833.49	1	1.0%

Value	Count	Frequency (%)
12540.31	1	1.0%
12498.32	1	1.0%
11711.17	1	1.0%
11028.55	1	1.0%
10950.34	1	1.0%
10738.39	1	1.0%
9891.02	1	1.0%
9598.23	1	1.0%
9067.23	1	1.0%
9037.71	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	3091.1097

Minimum	403.31
Maximum	11306.86
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	403.31
5-th percentile	614.3225
Q1	968.575
median	1916.585
Q3	4599.0225
95-th percentile	8265.6155
Maximum	11306.86
Range	10903.55
Interquartile range (IQR)	3630.4475

Descriptive statistics

Standard deviation	2549.7807
Coefficient of variation (CV)	0.82487552
Kurtosis	0.30292527
Mean	3091.1097
Median Absolute Deviation (MAD)	1242.905
Skewness	1.0476757
Sum	309110.97
Variance	6501381.8
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3539.95	1	1.0%
2785.4	1	1.0%
1798.62	1	1.0%
1662.5	1	1.0%
1753.07	1	1.0%
921.37	1	1.0%
1520.46	1	1.0%
1384.08	1	1.0%
1695.26	1	1.0%
8262.36	1	1.0%
Other values (90)	90	90.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
403.31	1	1.0%
406.54	1	1.0%
441.59	1	1.0%
485.78	1	1.0%
495.05	1	1.0%
620.6	1	1.0%
637.61	1	1.0%
646.2	1	1.0%
655.12	1	1.0%
692.24	1	1.0%

Value	Count	Frequency (%)
11306.86	1	1.0%
8883.23	1	1.0%
8859.4	1	1.0%
8819.68	1	1.0%
8327.47	1	1.0%
8262.36	1	1.0%
8256.96	1	1.0%
7961.26	1	1.0%
7793.82	1	1.0%
7217.11	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	425.684

Minimum	62.13
Maximum	1422.04
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	62.13
5-th percentile	83.973
Q1	137.905
median	263.565
Q3	639.655
95-th percentile	1106.5355
Maximum	1422.04
Range	1359.91
Interquartile range (IQR)	501.75

Descriptive statistics

Standard deviation	344.75222
Coefficient of variation (CV)	0.80987826
Kurtosis	-0.026172563
Mean	425.684
Median Absolute Deviation (MAD)	171.01
Skewness	0.9605465
Sum	42568.4
Variance	118854.09
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
512.96	1	1.0%
405.58	1	1.0%
245.36	1	1.0%
248.25	1	1.0%
259.42	1	1.0%
125.98	1	1.0%
178.78	1	1.0%
197.63	1	1.0%
235.72	1	1.0%
1046.56	1	1.0%
Other values (90)	90	90.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
62.13	1	1.0%
62.77	1	1.0%
64.32	1	1.0%
66.95	1	1.0%
72.44	1	1.0%
84.58	1	1.0%
90.5	1	1.0%
91.01	1	1.0%
91.9	1	1.0%
93.21	1	1.0%

Value	Count	Frequency (%)
1422.04	1	1.0%
1246.38	1	1.0%
1195.08	1	1.0%
1191.86	1	1.0%
1167.63	1	1.0%
1103.32	1	1.0%
1101.69	1	1.0%
1090.44	1	1.0%
1046.56	1	1.0%
1021.16	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	156.5614

Minimum	12.51
Maximum	689.89
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	12.51
5-th percentile	29.133
Q1	57.49
median	113.975
Q3	228.62
95-th percentile	399.4075
Maximum	689.89
Range	677.38
Interquartile range (IQR)	171.13

Descriptive statistics

Standard deviation	128.75993
Coefficient of variation (CV)	0.8224245
Kurtosis	2.1983105
Mean	156.5614
Median Absolute Deviation (MAD)	63.335
Skewness	1.4060444
Sum	15656.14
Variance	16579.12
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
180.3	1	1.0%
140.17	1	1.0%
106.04	1	1.0%
71.06	1	1.0%
79.03	1	1.0%
62.03	1	1.0%
81.74	1	1.0%
58.62	1	1.0%
95.77	1	1.0%
474.14	1	1.0%
Other values (90)	90	90.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
12.51	1	1.0%
13.94	1	1.0%
23.37	1	1.0%
24.25	1	1.0%
27.29	1	1.0%
29.23	1	1.0%
31.5	1	1.0%
31.51	1	1.0%
31.77	1	1.0%
37.74	1	1.0%

Value	Count	Frequency (%)
689.89	1	1.0%
480.27	1	1.0%
474.14	1	1.0%
435.54	1	1.0%
417.41	1	1.0%
398.46	1	1.0%
379.37	1	1.0%
366.34	1	1.0%
363.13	1	1.0%
359.39	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	978415.48

Minimum	102672.71
Maximum	3277616.1
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	102672.71
5-th percentile	168772.47
Q1	334021.31
median	666428.03
Q3	1433113.1
95-th percentile	2695910
Maximum	3277616.1
Range	3174943.4
Interquartile range (IQR)	1099091.7

Descriptive statistics

Standard deviation	812381
Coefficient of variation (CV)	0.83030268
Kurtosis	0.35936702
Mean	978415.48
Median Absolute Deviation (MAD)	422093.21
Skewness	1.0725657
Sum	97841548
Variance	6.5996288 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1340976.22	1	1.0%
1100985.04	1	1.0%
334819.35	1	1.0%
691315.63	1	1.0%
699709.58	1	1.0%
308714.54	1	1.0%
384025.51	1	1.0%
536244.9	1	1.0%
607249.32	1	1.0%
2125577.89	1	1.0%
Other values (90)	90	90.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
102672.71	1	1.0%
105095.28	1	1.0%
124074.53	1	1.0%
135137.35	1	1.0%
151743.28	1	1.0%
169668.74	1	1.0%
175382.2	1	1.0%
176209.08	1	1.0%
193758.28	1	1.0%
211793.36	1	1.0%

Value	Count	Frequency (%)
3277616.06	1	1.0%
3252100.84	1	1.0%
3017974.03	1	1.0%
2860684.3	1	1.0%
2829416.09	1	1.0%
2688883.32	1	1.0%
2516313.83	1	1.0%
2471048.75	1	1.0%
2314831.3	1	1.0%
2304184.98	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	104
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	강원 원주 봉산
2nd row	강원 원주 봉산
3rd row	강원 원주 소초 장양
4th row	강원 원주 소초 장양
5th row	강원 홍천 홍천 삼마치

Value	Count	Frequency (%)
강원	100	25.4%
인제	14	3.6%
횡성	12	3.0%
원주	10	2.5%
홍천	10	2.5%
정선	10	2.5%
춘천	8	2.0%
남	8	2.0%
영월	8	2.0%
양양	8	2.0%
Other values (84)	206	52.3%

Most occurring characters

Value	Count	Frequency (%)
	294	27.5%
원	126	11.8%
강	110	10.3%
양	24	2.2%
동	22	2.1%
천	20	1.9%
평	16	1.5%
성	16	1.5%
남	14	1.3%
인	14	1.3%
Other values (94)	414	38.7%

Most occurring categories

Value	Count	Frequency (%)
Other Letter	776	72.5%
Space Separator	294	27.5%

Most frequent character per category

Other Letter

Value	Count	Frequency (%)
원	126	16.2%
강	110	14.2%
양	24	3.1%
동	22	2.8%
천	20	2.6%
평	16	2.1%
성	16	2.1%
남	14	1.8%
인	14	1.8%
제	14	1.8%
Other values (93)	400	51.5%

Space Separator

Value	Count	Frequency (%)
	294	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Hangul	776	72.5%
Common	294	27.5%

Most frequent character per script

Hangul

Value	Count	Frequency (%)
원	126	16.2%
강	110	14.2%
양	24	3.1%
동	22	2.8%
천	20	2.6%
평	16	2.1%
성	16	2.1%
남	14	1.8%
인	14	1.8%
제	14	1.8%
Other values (93)	400	51.5%

Common

Value	Count	Frequency (%)
	294	100.0%

Most occurring blocks

Value	Count	Frequency (%)
Hangul	776	72.5%
ASCII	294	27.5%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	294	100.0%

Hangul

Value	Count	Frequency (%)
원	126	16.2%
강	110	14.2%
양	24	3.1%
동	22	2.8%
천	20	2.6%
평	16	2.1%
성	16	2.1%
남	14	1.8%
인	14	1.8%
제	14	1.8%
Other values (93)	400	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	0.575	0.845	0.842	0.734	0.510	0.638	0.291	0.746	1.000
지점	1.000	1.000	0.000	1.000	1.000	1.000	1.000	0.967	0.923	0.944	0.826	0.970	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	0.967	0.923	0.944	0.826	0.970	1.000
연장((km))	0.575	1.000	0.000	1.000	1.000	0.614	0.624	0.447	0.499	0.470	0.000	0.456	1.000
좌표위치위도((°))	0.845	1.000	0.000	1.000	0.614	1.000	0.805	0.626	0.282	0.452	0.123	0.638	1.000
좌표위치경도((°))	0.842	1.000	0.000	1.000	0.624	0.805	1.000	0.614	0.413	0.622	0.000	0.618	1.000
co((g/km))	0.734	0.967	0.000	0.967	0.447	0.626	0.614	1.000	0.876	0.964	0.786	0.996	0.967
nox((g/km))	0.510	0.923	0.000	0.923	0.499	0.282	0.413	0.876	1.000	0.943	0.876	0.869	0.923
hc((g/km))	0.638	0.944	0.000	0.944	0.470	0.452	0.622	0.964	0.943	1.000	0.872	0.959	0.944
pm((g/km))	0.291	0.826	0.000	0.826	0.000	0.123	0.000	0.786	0.876	0.872	1.000	0.758	0.826
co2((g/km))	0.746	0.970	0.000	0.970	0.456	0.638	0.618	0.996	0.869	0.959	0.758	1.000	0.970
주소	1.000	1.000	0.000	1.000	1.000	1.000	1.000	0.967	0.923	0.944	0.826	0.970	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	0.166	0.300	-0.030	-0.055	-0.028	-0.038	-0.056	-0.049	0.000
연장((km))	0.166	1.000	0.078	0.196	-0.251	-0.273	-0.265	-0.334	-0.250	0.000
좌표위치위도((°))	0.300	0.078	1.000	-0.369	-0.161	-0.223	-0.231	-0.249	-0.150	0.000
좌표위치경도((°))	-0.030	0.196	-0.369	1.000	0.064	0.068	0.100	0.008	0.048	0.000
co((g/km))	-0.055	-0.251	-0.161	0.064	1.000	0.972	0.980	0.917	0.998	0.000
nox((g/km))	-0.028	-0.273	-0.223	0.068	0.972	1.000	0.995	0.969	0.967	0.000
hc((g/km))	-0.038	-0.265	-0.231	0.100	0.980	0.995	1.000	0.958	0.973	0.000
pm((g/km))	-0.056	-0.334	-0.249	0.008	0.917	0.969	0.958	1.000	0.909	0.000
co2((g/km))	-0.049	-0.250	-0.150	0.048	0.998	0.967	0.973	0.909	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	[0526-3]	1	원주-소초	4.8	20210501	37.3551	127.99487	5174.19	3539.95	512.96	180.3	1340976.22	강원 원주 봉산
1	2	건기연	[0526-3]	2	원주-소초	4.8	20210501	37.3551	127.99487	4785.86	3336.31	484.61	177.56	1240895.43	강원 원주 봉산
2	3	건기연	[0527-2]	1	원주-횡성	0.4	20210501	37.42063	127.96319	6434.93	5104.21	700.93	256.68	1639642.73	강원 원주 소초 장양
3	4	건기연	[0527-2]	2	원주-횡성	0.4	20210501	37.42063	127.96319	6296.03	5505.93	747.89	301.26	1579678.26	강원 원주 소초 장양
4	5	건기연	[0529-0]	1	공근-동산	12.0	20210501	37.62539	127.89528	3075.13	2461.98	369.8	159.46	716729.58	강원 홍천 홍천 삼마치
5	6	건기연	[0529-0]	2	공근-동산	12.0	20210501	37.62539	127.89528	2274.36	2003.53	268.94	111.32	570284.18	강원 홍천 홍천 삼마치
6	7	건기연	[0530-0]	1	횡성-춘천	13.3	20210501	37.73176	127.83787	2297.43	1813.44	256.61	116.63	542439.34	강원 홍천 북방 부사원
7	8	건기연	[0530-0]	2	횡성-춘천	13.3	20210501	37.73176	127.83787	2146.58	1829.64	233.27	121.85	549760.23	강원 홍천 북방 부사원
8	9	건기연	[0531-2]	1	동내-천전	7.5	20210501	37.86064	127.77663	9598.23	7021.65	1021.16	324.01	2471048.75	강원 춘천 동내 거두
9	10	건기연	[0531-2]	2	동내-천전	7.5	20210501	37.86064	127.77663	9067.23	6751.04	997.16	363.13	2314831.3	강원 춘천 동내 거두

	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	[4613-0]	1	양구-신남	4.0	20210501	38.08778	128.04511	542.77	655.12	91.9	44.71	124074.53	강원 양구 남 청
91	92	건기연	[4613-0]	2	양구-신남	4.0	20210501	38.08778	128.04511	586.89	692.24	97.5	48.84	135137.35	강원 양구 남 청
92	93	건기연	[4616-0]	1	진부령-거진	11.0	20210501	38.38086	128.4445	2469.49	1682.83	240.98	65.3	641540.43	강원 고성 간성 교동
93	94	건기연	[4616-0]	2	진부령-거진	11.0	20210501	38.38086	128.4445	2228.46	1526.81	215.37	64.36	580299.36	강원 고성 간성 교동
94	95	건기연	[4617-0]	1	북-외가평	12.1	20210501	38.19136	128.31785	6181.0	4559.79	605.96	168.38	1618837.47	강원 인제 북 용대
95	96	건기연	[4617-0]	2	북-외가평	12.1	20210501	38.19136	128.31785	5472.7	4007.58	552.95	154.88	1421764.82	강원 인제 북 용대
96	97	건기연	[4710-0]	1	이동-근남	9.0	20210501	38.18502	127.41894	1333.0	1569.46	167.16	95.36	356493.46	강원 철원 서 자등
97	98	건기연	[4710-0]	2	이동-근남	9.0	20210501	38.18502	127.41894	1137.26	992.68	119.73	55.55	290356.93	강원 철원 서 자등
98	99	건기연	[5601-2]	1	김화-근남	2.4	20210501	38.25247	127.47033	692.61	620.6	84.58	58.81	175382.2	강원 철원 근남 사곡
99	100	건기연	[5601-2]	2	김화-근남	2.4	20210501	38.25247	127.47033	586.18	485.78	64.32	47.23	151743.28	강원 철원 근남 사곡

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