Overview

Dataset statistics

Number of variables15
Number of observations31
Missing cells279
Missing cells (%)60.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory4.1 KiB
Average record size in memory136.3 B

Variable types

Numeric3
Categorical2
Unsupported9
Text1

Alerts

데이터기준일자 has constant value ""Constant
산코드 is highly overall correlated with 산명High correlation
산명 is highly overall correlated with 산코드High correlation
등산로명 has 31 (100.0%) missing valuesMissing
등산로난이도명 has 31 (100.0%) missing valuesMissing
등산로상행시간 has 31 (100.0%) missing valuesMissing
등산로하행시간 has 31 (100.0%) missing valuesMissing
등산로재질내용 has 31 (100.0%) missing valuesMissing
등산로통제여부 has 31 (100.0%) missing valuesMissing
등산로폐쇄여부 has 31 (100.0%) missing valuesMissing
등산로위험구간내용 has 31 (100.0%) missing valuesMissing
등산로추천여부 has 31 (100.0%) missing valuesMissing
등산로주요지점내용 has unique valuesUnique
등산로명 is an unsupported type, check if it needs cleaning or further analysisUnsupported
등산로난이도명 is an unsupported type, check if it needs cleaning or further analysisUnsupported
등산로상행시간 is an unsupported type, check if it needs cleaning or further analysisUnsupported
등산로하행시간 is an unsupported type, check if it needs cleaning or further analysisUnsupported
등산로재질내용 is an unsupported type, check if it needs cleaning or further analysisUnsupported
등산로통제여부 is an unsupported type, check if it needs cleaning or further analysisUnsupported
등산로폐쇄여부 is an unsupported type, check if it needs cleaning or further analysisUnsupported
등산로위험구간내용 is an unsupported type, check if it needs cleaning or further analysisUnsupported
등산로추천여부 is an unsupported type, check if it needs cleaning or further analysisUnsupported

Reproduction

Analysis started2023-12-10 19:33:07.024857
Analysis finished2023-12-10 19:33:09.254536
Duration2.23 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

산코드
Real number (ℝ)

HIGH CORRELATION 

Distinct12
Distinct (%)38.7%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.5423578 × 108
Minimum2.323004 × 108
Maximum2.723003 × 108
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size411.0 B
2023-12-11T04:33:09.342294image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum2.323004 × 108
5-th percentile2.323004 × 108
Q12.323005 × 108
median2.723001 × 108
Q32.723001 × 108
95-th percentile2.723003 × 108
Maximum2.723003 × 108
Range39999901
Interquartile range (IQR)39999602

Descriptive statistics

Standard deviation20235025
Coefficient of variation (CV)0.07959157
Kurtosis-2.0981496
Mean2.5423578 × 108
Median Absolute Deviation (MAD)201
Skewness-0.20449197
Sum7.8813093 × 109
Variance4.0945624 × 1014
MonotonicityNot monotonic
2023-12-11T04:33:09.516739image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=12)
ValueCountFrequency (%)
232300500 6
19.4%
272300101 4
12.9%
232300400 4
12.9%
272300100 3
9.7%
272300102 3
9.7%
232300501 3
9.7%
272300300 2
 
6.5%
272300301 2
 
6.5%
272300200 1
 
3.2%
272300201 1
 
3.2%
Other values (2) 2
 
6.5%
ValueCountFrequency (%)
232300400 4
12.9%
232300401 1
 
3.2%
232300500 6
19.4%
232300501 3
9.7%
272300100 3
9.7%
272300101 4
12.9%
272300102 3
9.7%
272300200 1
 
3.2%
272300201 1
 
3.2%
272300202 1
 
3.2%
ValueCountFrequency (%)
272300301 2
 
6.5%
272300300 2
 
6.5%
272300202 1
 
3.2%
272300201 1
 
3.2%
272300200 1
 
3.2%
272300102 3
9.7%
272300101 4
12.9%
272300100 3
9.7%
232300501 3
9.7%
232300500 6
19.4%

산명
Categorical

HIGH CORRELATION 

Distinct8
Distinct (%)25.8%
Missing0
Missing (%)0.0%
Memory size380.0 B
함지산
10 
태복산
6 
도덕산
4 
화담산(학봉)
3 
백세정
3 
Other values (3)
5 

Length

Max length7
Median length3
Mean length3.3870968
Min length3

Unique

Unique1 ?
Unique (%)3.2%

Sample

1st row함지산
2nd row함지산
3rd row함지산
4th row함지산
5th row함지산

Common Values

ValueCountFrequency (%)
함지산 10
32.3%
태복산 6
19.4%
도덕산 4
 
12.9%
화담산(학봉) 3
 
9.7%
백세정 3
 
9.7%
명봉산 2
 
6.5%
안양봉 2
 
6.5%
응해산 1
 
3.2%

Length

2023-12-11T04:33:09.694916image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T04:33:09.893687image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
함지산 10
32.3%
태복산 6
19.4%
도덕산 4
 
12.9%
화담산(학봉 3
 
9.7%
백세정 3
 
9.7%
명봉산 2
 
6.5%
안양봉 2
 
6.5%
응해산 1
 
3.2%

등산로순번
Real number (ℝ)

Distinct6
Distinct (%)19.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.3225806
Minimum1
Maximum6
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size411.0 B
2023-12-11T04:33:10.082397image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile1
Q11
median2
Q33
95-th percentile4.5
Maximum6
Range5
Interquartile range (IQR)2

Descriptive statistics

Standard deviation1.3009509
Coefficient of variation (CV)0.56013162
Kurtosis0.80036999
Mean2.3225806
Median Absolute Deviation (MAD)1
Skewness1.0004849
Sum72
Variance1.6924731
MonotonicityNot monotonic
2023-12-11T04:33:10.258793image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=6)
ValueCountFrequency (%)
1 10
32.3%
2 9
29.0%
3 7
22.6%
4 3
 
9.7%
5 1
 
3.2%
6 1
 
3.2%
ValueCountFrequency (%)
1 10
32.3%
2 9
29.0%
3 7
22.6%
4 3
 
9.7%
5 1
 
3.2%
6 1
 
3.2%
ValueCountFrequency (%)
6 1
 
3.2%
5 1
 
3.2%
4 3
 
9.7%
3 7
22.6%
2 9
29.0%
1 10
32.3%

등산로명
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing31
Missing (%)100.0%
Memory size411.0 B

등산로주요지점내용
Text

UNIQUE 

Distinct31
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size380.0 B
2023-12-11T04:33:10.565668image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length16
Median length13
Mean length9.7419355
Min length7

Characters and Unicode

Total characters302
Distinct characters115
Distinct categories6 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique31 ?
Unique (%)100.0%

Sample

1st row대백인터빌~함지산정상
2nd row노곡분소~함지산정상
3rd row구암어린이집~함지산
4th row운암지숲유치원~조야고개
5th row옻골동산~조야고개
ValueCountFrequency (%)
대백인터빌~함지산정상 1
 
3.2%
강북테니스장~안양봉 1
 
3.2%
내곡근린공원~백세정 1
 
3.2%
천년나무8단지~백세정 1
 
3.2%
장태실마을앞(정류장)~태복산 1
 
3.2%
매천자율방범대~태복산 1
 
3.2%
환타랜드유치원~태복산 1
 
3.2%
매천초등학교~태복산 1
 
3.2%
칠곡ic충전소~태복산 1
 
3.2%
백세정~태복산 1
 
3.2%
Other values (21) 21
67.7%
2023-12-11T04:33:11.094504image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
~ 31
 
10.3%
산 19
 
6.3%
지 14
 
4.6%
봉 11
 
3.6%
정 8
 
2.6%
태 8
 
2.6%
도 6
 
2.0%
구 6
 
2.0%
복 6
 
2.0%
함 5
 
1.7%
Other values (105) 188
62.3%

Most occurring categories

ValueCountFrequency (%)
Other Letter 266
88.1%
Math Symbol 31
 
10.3%
Uppercase Letter 2
 
0.7%
Open Punctuation 1
 
0.3%
Decimal Number 1
 
0.3%
Close Punctuation 1
 
0.3%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
산 19
 
7.1%
지 14
 
5.3%
봉 11
 
4.1%
정 8
 
3.0%
태 8
 
3.0%
도 6
 
2.3%
구 6
 
2.3%
복 6
 
2.3%
함 5
 
1.9%
백 5
 
1.9%
Other values (99) 178
66.9%
Uppercase Letter
ValueCountFrequency (%)
C 1
50.0%
I 1
50.0%
Math Symbol
ValueCountFrequency (%)
~ 31
100.0%
Open Punctuation
ValueCountFrequency (%)
( 1
100.0%
Decimal Number
ValueCountFrequency (%)
8 1
100.0%
Close Punctuation
ValueCountFrequency (%)
) 1
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 266
88.1%
Common 34
 
11.3%
Latin 2
 
0.7%

Most frequent character per script

Hangul
ValueCountFrequency (%)
산 19
 
7.1%
지 14
 
5.3%
봉 11
 
4.1%
정 8
 
3.0%
태 8
 
3.0%
도 6
 
2.3%
구 6
 
2.3%
복 6
 
2.3%
함 5
 
1.9%
백 5
 
1.9%
Other values (99) 178
66.9%
Common
ValueCountFrequency (%)
~ 31
91.2%
( 1
 
2.9%
8 1
 
2.9%
) 1
 
2.9%
Latin
ValueCountFrequency (%)
C 1
50.0%
I 1
50.0%

Most occurring blocks

ValueCountFrequency (%)
Hangul 266
88.1%
ASCII 36
 
11.9%

Most frequent character per block

ASCII
ValueCountFrequency (%)
~ 31
86.1%
( 1
 
2.8%
C 1
 
2.8%
I 1
 
2.8%
8 1
 
2.8%
) 1
 
2.8%
Hangul
ValueCountFrequency (%)
산 19
 
7.1%
지 14
 
5.3%
봉 11
 
4.1%
정 8
 
3.0%
태 8
 
3.0%
도 6
 
2.3%
구 6
 
2.3%
복 6
 
2.3%
함 5
 
1.9%
백 5
 
1.9%
Other values (99) 178
66.9%

등산로길이
Real number (ℝ)

Distinct23
Distinct (%)74.2%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean2.416129
Minimum0.5
Maximum6
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size411.0 B
2023-12-11T04:33:11.274654image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum0.5
5-th percentile0.8
Q11.4
median2.2
Q33.15
95-th percentile5.5
Maximum6
Range5.5
Interquartile range (IQR)1.75

Descriptive statistics

Standard deviation1.4624401
Coefficient of variation (CV)0.6052823
Kurtosis0.46822226
Mean2.416129
Median Absolute Deviation (MAD)0.8
Skewness1.0471981
Sum74.9
Variance2.1387312
MonotonicityNot monotonic
2023-12-11T04:33:11.435754image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=23)
ValueCountFrequency (%)
1.5 3
 
9.7%
2.5 2
 
6.5%
1.2 2
 
6.5%
1.4 2
 
6.5%
3.6 2
 
6.5%
0.8 2
 
6.5%
2.3 2
 
6.5%
5.2 1
 
3.2%
3.3 1
 
3.2%
4.1 1
 
3.2%
Other values (13) 13
41.9%
ValueCountFrequency (%)
0.5 1
 
3.2%
0.8 2
6.5%
0.9 1
 
3.2%
1.1 1
 
3.2%
1.2 2
6.5%
1.4 2
6.5%
1.5 3
9.7%
1.6 1
 
3.2%
1.8 1
 
3.2%
2.0 1
 
3.2%
ValueCountFrequency (%)
6.0 1
3.2%
5.8 1
3.2%
5.2 1
3.2%
4.3 1
3.2%
4.1 1
3.2%
3.6 2
6.5%
3.3 1
3.2%
3.0 1
3.2%
2.6 1
3.2%
2.5 2
6.5%

등산로난이도명
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing31
Missing (%)100.0%
Memory size411.0 B

등산로상행시간
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing31
Missing (%)100.0%
Memory size411.0 B

등산로하행시간
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing31
Missing (%)100.0%
Memory size411.0 B

등산로재질내용
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing31
Missing (%)100.0%
Memory size411.0 B

등산로통제여부
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing31
Missing (%)100.0%
Memory size411.0 B

등산로폐쇄여부
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing31
Missing (%)100.0%
Memory size411.0 B

등산로위험구간내용
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing31
Missing (%)100.0%
Memory size411.0 B

등산로추천여부
Unsupported

MISSING  REJECTED  UNSUPPORTED 

Missing31
Missing (%)100.0%
Memory size411.0 B

데이터기준일자
Categorical

CONSTANT 

Distinct1
Distinct (%)3.2%
Missing0
Missing (%)0.0%
Memory size380.0 B
2020-04-01
31 

Length

Max length10
Median length10
Mean length10
Min length10

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row2020-04-01
2nd row2020-04-01
3rd row2020-04-01
4th row2020-04-01
5th row2020-04-01

Common Values

ValueCountFrequency (%)
2020-04-01 31
100.0%

Length

2023-12-11T04:33:11.620984image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram of lengths of the category

Common Values (Plot)

2023-12-11T04:33:11.768520image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
ValueCountFrequency (%)
2020-04-01 31
100.0%

Interactions

2023-12-11T04:33:08.243595image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T04:33:07.386183image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T04:33:07.805804image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T04:33:08.388716image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T04:33:07.535415image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T04:33:07.969164image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T04:33:08.519329image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T04:33:07.669474image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-11T04:33:08.113203image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-11T04:33:11.844939image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
산코드산명등산로순번등산로주요지점내용등산로길이
산코드1.0001.0000.0001.0000.467
산명1.0001.0000.0001.0000.155
등산로순번0.0000.0001.0001.0000.619
등산로주요지점내용1.0001.0001.0001.0001.000
등산로길이0.4670.1550.6191.0001.000
2023-12-11T04:33:11.967928image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
산코드등산로순번등산로길이산명
산코드1.000-0.248-0.3860.891
등산로순번-0.2481.000-0.2240.000
등산로길이-0.386-0.2241.0000.000
산명0.8910.0000.0001.000

Missing values

2023-12-11T04:33:08.745909image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-11T04:33:09.122699image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

산코드산명등산로순번등산로명등산로주요지점내용등산로길이등산로난이도명등산로상행시간등산로하행시간등산로재질내용등산로통제여부등산로폐쇄여부등산로위험구간내용등산로추천여부데이터기준일자
0272300100함지산1<NA>대백인터빌~함지산정상4.3<NA><NA><NA><NA><NA><NA><NA><NA>2020-04-01
1272300100함지산2<NA>노곡분소~함지산정상2.4<NA><NA><NA><NA><NA><NA><NA><NA>2020-04-01
2272300100함지산3<NA>구암어린이집~함지산1.2<NA><NA><NA><NA><NA><NA><NA><NA>2020-04-01
3272300101함지산1<NA>운암지숲유치원~조야고개2.2<NA><NA><NA><NA><NA><NA><NA><NA>2020-04-01
4272300101함지산2<NA>옻골동산~조야고개1.4<NA><NA><NA><NA><NA><NA><NA><NA>2020-04-01
5272300101함지산3<NA>함지농장~조야고개2.0<NA><NA><NA><NA><NA><NA><NA><NA>2020-04-01
6272300101함지산4<NA>함지산정상~조야고개1.1<NA><NA><NA><NA><NA><NA><NA><NA>2020-04-01
7272300102함지산1<NA>원담사~망일봉1.8<NA><NA><NA><NA><NA><NA><NA><NA>2020-04-01
8272300102함지산2<NA>대각사~망일봉0.9<NA><NA><NA><NA><NA><NA><NA><NA>2020-04-01
9272300102함지산3<NA>서변동청아람아파트~망일봉1.5<NA><NA><NA><NA><NA><NA><NA><NA>2020-04-01
산코드산명등산로순번등산로명등산로주요지점내용등산로길이등산로난이도명등산로상행시간등산로하행시간등산로재질내용등산로통제여부등산로폐쇄여부등산로위험구간내용등산로추천여부데이터기준일자
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