Dataset statistics
Number of variables | 15 |
---|---|
Number of observations | 31 |
Missing cells | 279 |
Missing cells (%) | 60.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 4.1 KiB |
Average record size in memory | 136.3 B |
Variable types
Numeric | 3 |
---|---|
Categorical | 2 |
Unsupported | 9 |
Text | 1 |
Dataset
Description | 대구광역시_북구_등산로 |
---|---|
Author | 대구광역시 북구 |
URL | http://data.daegu.go.kr/open/data/dataView.do?dataSetId=15029184&dataSetDetailId=150291842899dbda08cb2_201912061740&provdMethod=FILE |
데이터기준일자 has constant value "" | Constant |
산코드 is highly overall correlated with 산명 | High correlation |
산명 is highly overall correlated with 산코드 | High correlation |
등산로명 has 31 (100.0%) missing values | Missing |
등산로난이도명 has 31 (100.0%) missing values | Missing |
등산로상행시간 has 31 (100.0%) missing values | Missing |
등산로하행시간 has 31 (100.0%) missing values | Missing |
등산로재질내용 has 31 (100.0%) missing values | Missing |
등산로통제여부 has 31 (100.0%) missing values | Missing |
등산로폐쇄여부 has 31 (100.0%) missing values | Missing |
등산로위험구간내용 has 31 (100.0%) missing values | Missing |
등산로추천여부 has 31 (100.0%) missing values | Missing |
등산로주요지점내용 has unique values | Unique |
등산로명 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
등산로난이도명 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
등산로상행시간 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
등산로하행시간 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
등산로재질내용 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
등산로통제여부 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
등산로폐쇄여부 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
등산로위험구간내용 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
등산로추천여부 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Reproduction
Analysis started | 2024-04-19 05:16:36.568840 |
---|---|
Analysis finished | 2024-04-19 05:16:37.741406 |
Duration | 1.17 second |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
산코드
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 12 |
---|---|
Distinct (%) | 38.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2.5423578 × 108 |
Minimum | 2.323004 × 108 |
---|---|
Maximum | 2.723003 × 108 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 411.0 B |
Quantile statistics
Minimum | 2.323004 × 108 |
---|---|
5-th percentile | 2.323004 × 108 |
Q1 | 2.323005 × 108 |
median | 2.723001 × 108 |
Q3 | 2.723001 × 108 |
95-th percentile | 2.723003 × 108 |
Maximum | 2.723003 × 108 |
Range | 39999901 |
Interquartile range (IQR) | 39999602 |
Descriptive statistics
Standard deviation | 20235025 |
---|---|
Coefficient of variation (CV) | 0.07959157 |
Kurtosis | -2.0981496 |
Mean | 2.5423578 × 108 |
Median Absolute Deviation (MAD) | 201 |
Skewness | -0.20449197 |
Sum | 7.8813093 × 109 |
Variance | 4.0945624 × 1014 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
232300500 | 6 | |
272300101 | 4 | |
232300400 | 4 | |
272300100 | 3 | |
272300102 | 3 | |
232300501 | 3 | |
272300300 | 2 | 6.5% |
272300301 | 2 | 6.5% |
272300200 | 1 | 3.2% |
272300201 | 1 | 3.2% |
Other values (2) | 2 | 6.5% |
Value | Count | Frequency (%) |
232300400 | 4 | |
232300401 | 1 | 3.2% |
232300500 | 6 | |
232300501 | 3 | |
272300100 | 3 | |
272300101 | 4 | |
272300102 | 3 | |
272300200 | 1 | 3.2% |
272300201 | 1 | 3.2% |
272300202 | 1 | 3.2% |
Value | Count | Frequency (%) |
272300301 | 2 | 6.5% |
272300300 | 2 | 6.5% |
272300202 | 1 | 3.2% |
272300201 | 1 | 3.2% |
272300200 | 1 | 3.2% |
272300102 | 3 | |
272300101 | 4 | |
272300100 | 3 | |
232300501 | 3 | |
232300500 | 6 |
산명
Categorical
HIGH CORRELATION
 
Distinct | 8 |
---|---|
Distinct (%) | 25.8% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 380.0 B |
함지산 | |
---|---|
태복산 | |
도덕산 | |
화담산(학봉) | |
백세정 | |
Other values (3) |
Length
Max length | 7 |
---|---|
Median length | 3 |
Mean length | 3.3870968 |
Min length | 3 |
Unique
Unique | 1 ? |
---|---|
Unique (%) | 3.2% |
Sample
1st row | 함지산 |
---|---|
2nd row | 함지산 |
3rd row | 함지산 |
4th row | 함지산 |
5th row | 함지산 |
Common Values
Value | Count | Frequency (%) |
함지산 | 10 | |
태복산 | 6 | |
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
Common Values (Plot)
Value | Count | Frequency (%) |
함지산 | 10 | |
태복산 | 6 | |
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)
Distinct | 6 |
---|---|
Distinct (%) | 19.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2.3225806 |
Minimum | 1 |
---|---|
Maximum | 6 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 411.0 B |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 1 |
Q1 | 1 |
median | 2 |
Q3 | 3 |
95-th percentile | 4.5 |
Maximum | 6 |
Range | 5 |
Interquartile range (IQR) | 2 |
Descriptive statistics
Standard deviation | 1.3009509 |
---|---|
Coefficient of variation (CV) | 0.56013162 |
Kurtosis | 0.80036999 |
Mean | 2.3225806 |
Median Absolute Deviation (MAD) | 1 |
Skewness | 1.0004849 |
Sum | 72 |
Variance | 1.6924731 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1 | 10 | |
2 | 9 | |
3 | 7 | |
4 | 3 | 9.7% |
5 | 1 | 3.2% |
6 | 1 | 3.2% |
Value | Count | Frequency (%) |
1 | 10 | |
2 | 9 | |
3 | 7 | |
4 | 3 | 9.7% |
5 | 1 | 3.2% |
6 | 1 | 3.2% |
Value | Count | Frequency (%) |
6 | 1 | 3.2% |
5 | 1 | 3.2% |
4 | 3 | 9.7% |
3 | 7 | |
2 | 9 | |
1 | 10 |
등산로명
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 31 |
---|---|
Missing (%) | 100.0% |
Memory size | 411.0 B |
등산로주요지점내용
Text
UNIQUE
 
Distinct | 31 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 380.0 B |
Length
Max length | 16 |
---|---|
Median length | 13 |
Mean length | 9.7419355 |
Min length | 7 |
Characters and Unicode
Total characters | 302 |
---|---|
Distinct characters | 115 |
Distinct categories | 6 ? |
Distinct scripts | 3 ? |
Distinct blocks | 2 ? |
Unique
Unique | 31 ? |
---|---|
Unique (%) | 100.0% |
Sample
1st row | 대백인터빌~함지산정상 |
---|---|
2nd row | 노곡분소~함지산정상 |
3rd row | 구암어린이집~함지산 |
4th row | 운암지숲유치원~조야고개 |
5th row | 옻골동산~조야고개 |
Value | Count | Frequency (%) |
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 |
Most occurring characters
Value | Count | Frequency (%) |
~ | 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 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 266 | |
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
Value | Count | Frequency (%) |
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 |
Uppercase Letter
Value | Count | Frequency (%) |
C | 1 | |
I | 1 |
Math Symbol
Value | Count | Frequency (%) |
~ | 31 |
Open Punctuation
Value | Count | Frequency (%) |
( | 1 |
Decimal Number
Value | Count | Frequency (%) |
8 | 1 |
Close Punctuation
Value | Count | Frequency (%) |
) | 1 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 266 | |
Common | 34 | 11.3% |
Latin | 2 | 0.7% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
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 |
Common
Value | Count | Frequency (%) |
~ | 31 | |
( | 1 | 2.9% |
8 | 1 | 2.9% |
) | 1 | 2.9% |
Latin
Value | Count | Frequency (%) |
C | 1 | |
I | 1 |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 266 | |
ASCII | 36 | 11.9% |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
~ | 31 | |
( | 1 | 2.8% |
C | 1 | 2.8% |
I | 1 | 2.8% |
8 | 1 | 2.8% |
) | 1 | 2.8% |
Hangul
Value | Count | Frequency (%) |
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 |
등산로길이
Real number (ℝ)
Distinct | 23 |
---|---|
Distinct (%) | 74.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2.416129 |
Minimum | 0.5 |
---|---|
Maximum | 6 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 411.0 B |
Quantile statistics
Minimum | 0.5 |
---|---|
5-th percentile | 0.8 |
Q1 | 1.4 |
median | 2.2 |
Q3 | 3.15 |
95-th percentile | 5.5 |
Maximum | 6 |
Range | 5.5 |
Interquartile range (IQR) | 1.75 |
Descriptive statistics
Standard deviation | 1.4624401 |
---|---|
Coefficient of variation (CV) | 0.6052823 |
Kurtosis | 0.46822226 |
Mean | 2.416129 |
Median Absolute Deviation (MAD) | 0.8 |
Skewness | 1.0471981 |
Sum | 74.9 |
Variance | 2.1387312 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
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 |
Value | Count | Frequency (%) |
0.5 | 1 | 3.2% |
0.8 | 2 | |
0.9 | 1 | 3.2% |
1.1 | 1 | 3.2% |
1.2 | 2 | |
1.4 | 2 | |
1.5 | 3 | |
1.6 | 1 | 3.2% |
1.8 | 1 | 3.2% |
2.0 | 1 | 3.2% |
Value | Count | Frequency (%) |
6.0 | 1 | |
5.8 | 1 | |
5.2 | 1 | |
4.3 | 1 | |
4.1 | 1 | |
3.6 | 2 | |
3.3 | 1 | |
3.0 | 1 | |
2.6 | 1 | |
2.5 | 2 |
등산로난이도명
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 31 |
---|---|
Missing (%) | 100.0% |
Memory size | 411.0 B |
등산로상행시간
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 31 |
---|---|
Missing (%) | 100.0% |
Memory size | 411.0 B |
등산로하행시간
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 31 |
---|---|
Missing (%) | 100.0% |
Memory size | 411.0 B |
등산로재질내용
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 31 |
---|---|
Missing (%) | 100.0% |
Memory size | 411.0 B |
등산로통제여부
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 31 |
---|---|
Missing (%) | 100.0% |
Memory size | 411.0 B |
등산로폐쇄여부
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 31 |
---|---|
Missing (%) | 100.0% |
Memory size | 411.0 B |
등산로위험구간내용
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 31 |
---|---|
Missing (%) | 100.0% |
Memory size | 411.0 B |
등산로추천여부
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 31 |
---|---|
Missing (%) | 100.0% |
Memory size | 411.0 B |
데이터기준일자
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 3.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 380.0 B |
2020-04-01 |
---|
Length
Max length | 10 |
---|---|
Median length | 10 |
Mean length | 10 |
Min length | 10 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2020-04-01 |
---|---|
2nd row | 2020-04-01 |
3rd row | 2020-04-01 |
4th row | 2020-04-01 |
5th row | 2020-04-01 |
Common Values
Value | Count | Frequency (%) |
2020-04-01 | 31 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2020-04-01 | 31 |
산코드 | 산명 | 등산로순번 | 등산로주요지점내용 | 등산로길이 | |
---|---|---|---|---|---|
산코드 | 1.000 | 1.000 | 0.000 | 1.000 | 0.467 |
산명 | 1.000 | 1.000 | 0.000 | 1.000 | 0.155 |
등산로순번 | 0.000 | 0.000 | 1.000 | 1.000 | 0.619 |
등산로주요지점내용 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
등산로길이 | 0.467 | 0.155 | 0.619 | 1.000 | 1.000 |
산코드 | 등산로순번 | 등산로길이 | 산명 | |
---|---|---|---|---|
산코드 | 1.000 | -0.248 | -0.386 | 0.891 |
등산로순번 | -0.248 | 1.000 | -0.224 | 0.000 |
등산로길이 | -0.386 | -0.224 | 1.000 | 0.000 |
산명 | 0.891 | 0.000 | 0.000 | 1.000 |
산코드 | 산명 | 등산로순번 | 등산로명 | 등산로주요지점내용 | 등산로길이 | 등산로난이도명 | 등산로상행시간 | 등산로하행시간 | 등산로재질내용 | 등산로통제여부 | 등산로폐쇄여부 | 등산로위험구간내용 | 등산로추천여부 | 데이터기준일자 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 272300100 | 함지산 | 1 | <NA> | 대백인터빌~함지산정상 | 4.3 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 2020-04-01 |
1 | 272300100 | 함지산 | 2 | <NA> | 노곡분소~함지산정상 | 2.4 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 2020-04-01 |
2 | 272300100 | 함지산 | 3 | <NA> | 구암어린이집~함지산 | 1.2 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 2020-04-01 |
3 | 272300101 | 함지산 | 1 | <NA> | 운암지숲유치원~조야고개 | 2.2 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 2020-04-01 |
4 | 272300101 | 함지산 | 2 | <NA> | 옻골동산~조야고개 | 1.4 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 2020-04-01 |
5 | 272300101 | 함지산 | 3 | <NA> | 함지농장~조야고개 | 2.0 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 2020-04-01 |
6 | 272300101 | 함지산 | 4 | <NA> | 함지산정상~조야고개 | 1.1 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 2020-04-01 |
7 | 272300102 | 함지산 | 1 | <NA> | 원담사~망일봉 | 1.8 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 2020-04-01 |
8 | 272300102 | 함지산 | 2 | <NA> | 대각사~망일봉 | 0.9 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 2020-04-01 |
9 | 272300102 | 함지산 | 3 | <NA> | 서변동청아람아파트~망일봉 | 1.5 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 2020-04-01 |
산코드 | 산명 | 등산로순번 | 등산로명 | 등산로주요지점내용 | 등산로길이 | 등산로난이도명 | 등산로상행시간 | 등산로하행시간 | 등산로재질내용 | 등산로통제여부 | 등산로폐쇄여부 | 등산로위험구간내용 | 등산로추천여부 | 데이터기준일자 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
21 | 232300401 | 응해산 | 1 | <NA> | 연경택지지구~응해산 | 3.6 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 2020-04-01 |
22 | 232300500 | 태복산 | 1 | <NA> | 백세정~태복산 | 1.6 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 2020-04-01 |
23 | 232300500 | 태복산 | 2 | <NA> | 칠곡IC충전소~태복산 | 0.5 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 2020-04-01 |
24 | 232300500 | 태복산 | 3 | <NA> | 매천초등학교~태복산 | 1.2 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 2020-04-01 |
25 | 232300500 | 태복산 | 4 | <NA> | 환타랜드유치원~태복산 | 3.0 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 2020-04-01 |
26 | 232300500 | 태복산 | 5 | <NA> | 매천자율방범대~태복산 | 3.6 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 2020-04-01 |
27 | 232300500 | 태복산 | 6 | <NA> | 장태실마을앞(정류장)~태복산 | 4.1 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 2020-04-01 |
28 | 232300501 | 백세정 | 1 | <NA> | 천년나무8단지~백세정 | 3.3 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 2020-04-01 |
29 | 232300501 | 백세정 | 2 | <NA> | 내곡근린공원~백세정 | 1.5 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 2020-04-01 |
30 | 232300501 | 백세정 | 3 | <NA> | 대구사격장~백세정 | 0.8 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 2020-04-01 |