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	5
Text	2

Dataset

Description	샘플 데이터
Author	노바코스
URL	https://www.bigdata-environment.kr/user/data_market/detail.do?id=6fc68720-4b3e-11ec-a070-ab81432fd4e1

Alerts

`도로종류` has constant value ""	Constant
`측정일` has constant value ""	Constant
`측정시간` has constant value ""	Constant
`기본키` is highly overall correlated with `측정구간`	High correlation
`연장((km))` is highly overall correlated with `측정구간`	High correlation
`좌표위치위도((°))` is highly overall correlated with `측정구간`	High correlation
`좌표위치경도((°))` is highly overall correlated with `측정구간`	High correlation
`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
`측정구간` is highly overall correlated with `기본키` and 3 other fields	High correlation
`기본키` has unique values	Unique
`pm((g/km))` has 14 (14.0%) zeros	Zeros

Reproduction

Analysis started	2023-12-10 11:05:06.242177
Analysis finished	2023-12-10 11:05:22.247607
Duration	16.01 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

기본키
Real number (ℝ)

HIGH CORRELATION 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%
5915-0	2	2.0%
4710-0	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%
4212-1	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	62	7.8%
2	60	7.5%
4	54	6.8%
5	30	3.8%
6	28	3.5%
Other values (3)	58	7.2%

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	62	12.4%
2	60	12.0%
4	54	10.8%
5	30	6.0%
6	28	5.6%
7	26	5.2%
8	18	3.6%
9	14	2.8%

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	106	13.2%
1	102	12.8%
[	100	12.5%
-	100	12.5%
]	100	12.5%
3	62	7.8%
2	60	7.5%
4	54	6.8%
5	30	3.8%
6	28	3.5%
Other values (3)	58	7.2%

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	62	7.8%
2	60	7.5%
4	54	6.8%
5	30	3.8%
6	28	3.5%
Other values (3)	58	7.2%

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
Categorical

HIGH CORRELATION

Distinct	49
Distinct (%)	49.0%
Missing	0
Missing (%)	0.0%
Memory size	932.0 B

정선-임계	4
원주-횡성	2
공근-동산	2
횡성-춘천	2
동내-천전	2
Other values (44)	88

Length

Max length	8
Median length	5
Mean length	5.18
Min length	4

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

Common Values

Value	Count	Frequency (%)
정선-임계	4	4.0%
원주-횡성	2	2.0%
공근-동산	2	2.0%
횡성-춘천	2	2.0%
동내-천전	2	2.0%
춘천-화천	2	2.0%
사북-화천	2	2.0%
갈운-신촌	2	2.0%
횡성-정금	2	2.0%
봉평-용평	2	2.0%
Other values (39)	78	78.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
정선-임계	4	4.0%
원주-소초	2	2.0%
양구-동	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%
안흥-운교	2	2.0%
Other values (39)	78	78.0%

연장((km))
Real number (ℝ)

HIGH CORRELATION

Distinct	46
Distinct (%)	46.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10.06

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	8.85
Q3	13.3
95-th percentile	23
Maximum	27
Range	26.6
Interquartile range (IQR)	8.9

Descriptive statistics

Standard deviation	6.5420783
Coefficient of variation (CV)	0.65030599
Kurtosis	-0.019153746
Mean	10.06
Median Absolute Deviation (MAD)	4.45
Skewness	0.80452001
Sum	1006
Variance	42.798788
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=46)

Value	Count	Frequency (%)
8.0	4	4.0%
12.0	4	4.0%
3.5	4	4.0%
7.2	4	4.0%
18.0	2	2.0%
6.5	2	2.0%
14.4	2	2.0%
3.8	2	2.0%
5.9	2	2.0%
16.1	2	2.0%
Other values (36)	72	72.0%

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%
22.9	2	2.0%
22.7	2	2.0%
18.1	2	2.0%
18.0	2	2.0%
17.4	2	2.0%
16.1	2	2.0%
15.3	2	2.0%

측정일
Categorical

CONSTANT

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

20210601	100

Length

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

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

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

Common Values

Value	Count	Frequency (%)
20210601	100	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
20210601	100	100.0%

측정시간
Categorical

CONSTANT

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

1	100

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	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	100	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	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	37.690692

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	0.35513988
Coefficient of variation (CV)	0.0094224823
Kurtosis	-1.2508873
Mean	37.690692
Median Absolute Deviation (MAD)	0.30844
Skewness	0.16006151
Sum	3769.0692
Variance	0.12612434
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
37.3551	2	2.0%
38.23094	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%
37.4489	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)

HIGH CORRELATION

Distinct	50
Distinct (%)	50.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	128.27329

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	127.91342
median	128.20314
Q3	128.63363
95-th percentile	129.07044
Maximum	129.20253
Range	1.85195
Interquartile range (IQR)	0.72021

Descriptive statistics

Standard deviation	0.47058758
Coefficient of variation (CV)	0.0036686325
Kurtosis	-0.8491615
Mean	128.27329
Median Absolute Deviation (MAD)	0.352325
Skewness	0.070766627
Sum	12827.329
Variance	0.22145267
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
127.99487	2	2.0%
127.35058	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%
128.66017	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%
127.83787	2	2.0%
127.83897	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%
128.84271	2	2.0%
128.83913	2	2.0%
128.81034	2	2.0%
128.79017	2	2.0%
128.7796	2	2.0%

co((g/km))
Real number (ℝ)

HIGH CORRELATION

Distinct	79
Distinct (%)	79.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	16.0284

Minimum	0
Maximum	82.44
Zeros	1
Zeros (%)	1.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.65
Q1	2.78
median	7.005
Q3	24.4175
95-th percentile	54.281
Maximum	82.44
Range	82.44
Interquartile range (IQR)	21.6375

Descriptive statistics

Standard deviation	19.289728
Coefficient of variation (CV)	1.2034718
Kurtosis	1.7038366
Mean	16.0284
Median Absolute Deviation (MAD)	5.705
Skewness	1.5563663
Sum	1602.84
Variance	372.09359
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.26	4	4.0%
1.3	4	4.0%
2.83	4	4.0%
2.78	3	3.0%
1.05	3	3.0%
0.65	3	3.0%
3.28	3	3.0%
0.52	3	3.0%
2.68	2	2.0%
3.98	2	2.0%
Other values (69)	69	69.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	1	1.0%
0.52	3	3.0%
0.65	3	3.0%
1.05	3	3.0%
1.3	4	4.0%
1.78	1	1.0%
1.98	1	1.0%
2.26	4	4.0%
2.63	1	1.0%
2.68	2	2.0%

Value	Count	Frequency (%)
82.44	1	1.0%
79.91	1	1.0%
63.08	1	1.0%
59.29	1	1.0%
54.3	1	1.0%
54.28	1	1.0%
53.35	1	1.0%
52.96	1	1.0%
52.92	1	1.0%
51.96	1	1.0%

nox((g/km))
Real number (ℝ)

HIGH CORRELATION

Distinct	78
Distinct (%)	78.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	14.6613

Minimum	0
Maximum	93.83
Zeros	1
Zeros (%)	1.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.32
Q1	1.79
median	4.775
Q3	21.4425
95-th percentile	50.248
Maximum	93.83
Range	93.83
Interquartile range (IQR)	19.6525

Descriptive statistics

Standard deviation	19.392278
Coefficient of variation (CV)	1.3226847
Kurtosis	2.9448748
Mean	14.6613
Median Absolute Deviation (MAD)	4.135
Skewness	1.7559395
Sum	1466.13
Variance	376.06044
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.51	4	4.0%
1.88	4	4.0%
0.64	4	4.0%
1.96	3	3.0%
0.28	3	3.0%
0.32	3	3.0%
0.55	3	3.0%
1.79	3	3.0%
8.53	2	2.0%
1.73	2	2.0%
Other values (68)	69	69.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	1	1.0%
0.28	3	3.0%
0.32	3	3.0%
0.55	3	3.0%
0.64	4	4.0%
1.32	1	1.0%
1.33	1	1.0%
1.51	4	4.0%
1.64	1	1.0%
1.73	2	2.0%

Value	Count	Frequency (%)
93.83	1	1.0%
75.89	1	1.0%
70.74	1	1.0%
57.88	1	1.0%
51.54	1	1.0%
50.18	1	1.0%
49.03	1	1.0%
48.66	1	1.0%
48.1	1	1.0%
45.14	1	1.0%

hc((g/km))
Real number (ℝ)

HIGH CORRELATION

Distinct	73
Distinct (%)	73.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.0824

Minimum	0
Maximum	13.11
Zeros	1
Zeros (%)	1.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0.06
Q1	0.27
median	0.715
Q3	3.1575
95-th percentile	7.3415
Maximum	13.11
Range	13.11
Interquartile range (IQR)	2.8875

Descriptive statistics

Standard deviation	2.684165
Coefficient of variation (CV)	1.2889767
Kurtosis	2.7731129
Mean	2.0824
Median Absolute Deviation (MAD)	0.595
Skewness	1.7117777
Sum	208.24
Variance	7.2047417
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.27	6	6.0%
0.22	4	4.0%
0.26	4	4.0%
0.32	4	4.0%
0.12	4	4.0%
0.04	3	3.0%
0.09	3	3.0%
0.06	3	3.0%
0.6	2	2.0%
0.54	2	2.0%
Other values (63)	65	65.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	1	1.0%
0.04	3	3.0%
0.06	3	3.0%
0.09	3	3.0%
0.12	4	4.0%
0.18	1	1.0%
0.2	1	1.0%
0.22	4	4.0%
0.26	4	4.0%
0.27	6	6.0%

Value	Count	Frequency (%)
13.11	1	1.0%
10.36	1	1.0%
8.97	1	1.0%
8.2	1	1.0%
7.94	1	1.0%
7.31	1	1.0%
6.7	1	1.0%
6.4	1	1.0%
6.31	1	1.0%
6.26	1	1.0%

pm((g/km))
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	46
Distinct (%)	46.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.8697

Minimum	0
Maximum	5.89
Zeros	14
Zeros (%)	14.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.13
median	0.4
Q3	1.26
95-th percentile	3.022
Maximum	5.89
Range	5.89
Interquartile range (IQR)	1.13

Descriptive statistics

Standard deviation	1.1279027
Coefficient of variation (CV)	1.2968871
Kurtosis	4.0695555
Mean	0.8697
Median Absolute Deviation (MAD)	0.27
Skewness	1.9008071
Sum	86.97
Variance	1.2721646
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=46)

Value	Count	Frequency (%)
0.0	14	14.0%
0.13	14	14.0%
0.14	12	12.0%
0.28	7	7.0%
0.4	6	6.0%
0.42	3	3.0%
1.26	2	2.0%
0.27	2	2.0%
0.44	2	2.0%
0.57	2	2.0%
Other values (36)	36	36.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	14	14.0%
0.13	14	14.0%
0.14	12	12.0%
0.27	2	2.0%
0.28	7	7.0%
0.4	6	6.0%
0.42	3	3.0%
0.44	2	2.0%
0.54	1	1.0%
0.55	1	1.0%

Value	Count	Frequency (%)
5.89	1	1.0%
4.54	1	1.0%
3.95	1	1.0%
3.42	1	1.0%
3.06	1	1.0%
3.02	1	1.0%
2.77	1	1.0%
2.76	1	1.0%
2.58	1	1.0%
2.51	1	1.0%

co2((g/km))
Real number (ℝ)

HIGH CORRELATION

Distinct	79
Distinct (%)	79.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3789.6386

Minimum	0
Maximum	19075.65
Zeros	1
Zeros (%)	1.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	0
5-th percentile	153.68
Q1	734.66
median	1674.59
Q3	5628.6725
95-th percentile	13289.406
Maximum	19075.65
Range	19075.65
Interquartile range (IQR)	4894.0125

Descriptive statistics

Standard deviation	4498.0332
Coefficient of variation (CV)	1.1869293
Kurtosis	1.5354975
Mean	3789.6386
Median Absolute Deviation (MAD)	1354.1
Skewness	1.5330473
Sum	378963.86
Variance	20232302
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
595.97	4	4.0%
307.36	4	4.0%
740.29	4	4.0%
734.66	3	3.0%
277.37	3	3.0%
153.68	3	3.0%
794.65	3	3.0%
138.68	3	3.0%
646.6	2	2.0%
953.96	2	2.0%
Other values (69)	69	69.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.0	1	1.0%
138.68	3	3.0%
153.68	3	3.0%
277.37	3	3.0%
307.36	4	4.0%
462.92	1	1.0%
487.28	1	1.0%
595.97	4	4.0%
640.96	1	1.0%
646.6	2	2.0%

Value	Count	Frequency (%)
19075.65	1	1.0%
18117.59	1	1.0%
14210.89	1	1.0%
13540.26	1	1.0%
13397.06	1	1.0%
13283.74	1	1.0%
13152.36	1	1.0%
13027.08	1	1.0%
12445.67	1	1.0%
12384.31	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	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%
홍천	12	3.0%
횡성	12	3.0%
원주	10	2.5%
정선	10	2.5%
춘천	8	2.0%
남	8	2.0%
평창	8	2.0%
영월	8	2.0%
Other values (83)	204	51.8%

Most occurring characters

Value	Count	Frequency (%)
	294	27.5%
원	126	11.8%
강	110	10.3%
양	24	2.2%
동	20	1.9%
천	20	1.9%
평	18	1.7%
성	16	1.5%
북	16	1.5%
남	14	1.3%
Other values (95)	412	38.5%

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	20	2.6%
천	20	2.6%
평	18	2.3%
성	16	2.1%
북	16	2.1%
남	14	1.8%
인	14	1.8%
Other values (94)	398	51.3%

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	20	2.6%
천	20	2.6%
평	18	2.3%
성	16	2.1%
북	16	2.1%
남	14	1.8%
인	14	1.8%
Other values (94)	398	51.3%

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	20	2.6%
천	20	2.6%
평	18	2.3%
성	16	2.1%
북	16	2.1%
남	14	1.8%
인	14	1.8%
Other values (94)	398	51.3%

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	0.619	0.853	0.834	0.342	0.413	0.268	0.228	0.427	1.000
지점	1.000	1.000	0.000	1.000	1.000	1.000	1.000	0.832	0.822	0.751	0.665	0.872	1.000
방향	0.000	0.000	1.000	0.000	0.000	0.000	0.000	0.065	0.000	0.186	0.066	0.000	0.000
측정구간	1.000	1.000	0.000	1.000	0.997	0.999	0.998	0.842	0.817	0.771	0.698	0.879	1.000
연장((km))	0.619	1.000	0.000	0.997	1.000	0.624	0.624	0.282	0.000	0.225	0.217	0.525	1.000
좌표위치위도((°))	0.853	1.000	0.000	0.999	0.624	1.000	0.806	0.000	0.450	0.153	0.209	0.278	1.000
좌표위치경도((°))	0.834	1.000	0.000	0.998	0.624	0.806	1.000	0.000	0.404	0.000	0.000	0.169	1.000
co((g/km))	0.342	0.832	0.065	0.842	0.282	0.000	0.000	1.000	0.882	0.954	0.958	0.995	0.832
nox((g/km))	0.413	0.822	0.000	0.817	0.000	0.450	0.404	0.882	1.000	0.958	0.959	0.868	0.822
hc((g/km))	0.268	0.751	0.186	0.771	0.225	0.153	0.000	0.954	0.958	1.000	0.983	0.935	0.751
pm((g/km))	0.228	0.665	0.066	0.698	0.217	0.209	0.000	0.958	0.959	0.983	1.000	0.953	0.665
co2((g/km))	0.427	0.872	0.000	0.879	0.525	0.278	0.169	0.995	0.868	0.935	0.953	1.000	0.872
주소	1.000	1.000	0.000	1.000	1.000	1.000	1.000	0.832	0.822	0.751	0.665	0.872	1.000

Heatmap
Table

	방향	측정구간
방향	1.000	0.000
측정구간	0.000	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	측정구간
기본키	1.000	0.214	0.292	-0.007	-0.158	-0.155	-0.164	-0.162	-0.163	0.000	0.753
연장((km))	0.214	1.000	0.076	0.185	-0.312	-0.288	-0.293	-0.319	-0.317	0.000	0.727
좌표위치위도((°))	0.292	0.076	1.000	-0.349	-0.291	-0.303	-0.317	-0.313	-0.284	0.000	0.738
좌표위치경도((°))	-0.007	0.185	-0.349	1.000	-0.017	-0.001	0.009	-0.012	-0.026	0.000	0.737
co((g/km))	-0.158	-0.312	-0.291	-0.017	1.000	0.994	0.994	0.974	0.999	0.056	0.365
nox((g/km))	-0.155	-0.288	-0.303	-0.001	0.994	1.000	0.999	0.982	0.991	0.000	0.325
hc((g/km))	-0.164	-0.293	-0.317	0.009	0.994	0.999	1.000	0.981	0.990	0.177	0.295
pm((g/km))	-0.162	-0.319	-0.313	-0.012	0.974	0.982	0.981	1.000	0.971	0.057	0.241
co2((g/km))	-0.163	-0.317	-0.284	-0.026	0.999	0.991	0.990	0.971	1.000	0.000	0.413
방향	0.000	0.000	0.000	0.000	0.056	0.000	0.177	0.057	0.000	1.000	0.000
측정구간	0.753	0.727	0.738	0.737	0.365	0.325	0.295	0.241	0.413	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	측정시간	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	20210601	1	37.3551	127.99487	11.14	6.53	1.08	0.4	2691.3	강원 원주 봉산
1	2	건기연	[0526-3]	2	원주-소초	4.8	20210601	1	37.3551	127.99487	19.31	12.1	1.8	0.8	5101.37	강원 원주 봉산
2	3	건기연	[0527-2]	1	원주-횡성	0.4	20210601	1	37.42063	127.96319	37.82	31.41	4.27	1.91	9604.81	강원 원주 소초 장양
3	4	건기연	[0527-2]	2	원주-횡성	0.4	20210601	1	37.42063	127.96319	35.24	29.92	4.0	1.78	8884.66	강원 원주 소초 장양
4	5	건기연	[0529-0]	1	공근-동산	12.0	20210601	1	37.62539	127.89528	24.65	21.6	3.46	1.11	5468.4	강원 홍천 홍천 삼마치
5	6	건기연	[0529-0]	2	공근-동산	12.0	20210601	1	37.62539	127.89528	7.3	4.8	0.7	0.4	1926.6	강원 홍천 홍천 삼마치
6	7	건기연	[0530-0]	1	횡성-춘천	13.3	20210601	1	37.73176	127.83787	5.55	7.31	1.11	0.44	1182.64	강원 홍천 북방 부사원
7	8	건기연	[0530-0]	2	횡성-춘천	13.3	20210601	1	37.73176	127.83787	2.83	1.88	0.27	0.14	740.29	강원 홍천 북방 부사원
8	9	건기연	[0531-2]	1	동내-천전	7.5	20210601	1	37.86064	127.77663	59.29	50.18	7.94	3.02	13397.06	강원 춘천 동내 거두
9	10	건기연	[0531-2]	2	동내-천전	7.5	20210601	1	37.86064	127.77663	26.1	24.12	3.6	1.53	6313.56	강원 춘천 동내 거두

	기본키	도로종류	지점	방향	측정구간	연장((km))	측정일	측정시간	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	20210601	1	38.08778	128.04511	2.63	1.64	0.26	0.13	640.96	강원 양구 남 청
91	92	건기연	[4613-0]	2	양구-신남	4.0	20210601	1	38.08778	128.04511	0.52	0.28	0.04	0.0	138.68	강원 양구 남 청
92	93	건기연	[4616-0]	1	진부령-거진	11.0	20210601	1	38.38086	128.4445	0.65	0.32	0.06	0.0	153.68	강원 고성 간성 교동
93	94	건기연	[4616-0]	2	진부령-거진	11.0	20210601	1	38.38086	128.4445	2.78	1.79	0.26	0.13	734.66	강원 고성 간성 교동
94	95	건기연	[4617-0]	1	북-외가평	12.1	20210601	1	38.19136	128.31785	8.81	5.42	0.81	0.28	2312.69	강원 인제 북 용대
95	96	건기연	[4617-0]	2	북-외가평	12.1	20210601	1	38.19136	128.31785	3.31	2.15	0.29	0.13	942.83	강원 인제 북 용대
96	97	건기연	[4710-0]	1	이동-근남	9.0	20210601	1	38.18502	127.41894	2.78	1.79	0.26	0.13	734.66	강원 철원 서 자등
97	98	건기연	[4710-0]	2	이동-근남	9.0	20210601	1	38.18502	127.41894	4.4	2.71	0.4	0.14	1156.34	강원 철원 서 자등
98	99	건기연	[5601-2]	1	김화-근남	2.4	20210601	1	38.25247	127.47033	1.98	1.32	0.2	0.13	487.28	강원 철원 근남 사곡
99	100	건기연	[5601-2]	2	김화-근남	2.4	20210601	1	38.25247	127.47033	0.0	0.0	0.0	0.0	0.0	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)

Common Values

Length

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