Dataset statistics
Number of variables | 9 |
---|---|
Number of observations | 200 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 15.6 KiB |
Average record size in memory | 79.7 B |
Variable types
Numeric | 6 |
---|---|
Categorical | 2 |
Text | 1 |
Dataset
Description | 부산광역시 빅데이터플랫폼에 있는 국세청과 관련된 자료로 2014년에서 2017년사이 100대업소에 대한 순위 현황에 대한 항목을 제공하고 있습니다. |
---|---|
Author | 부산광역시 |
URL | https://www.data.go.kr/data/15063703/fileData.do |
변경년도 has constant value "" | Constant |
코드 is highly overall correlated with 랭킹 and 2 other fields | High correlation |
랭킹 is highly overall correlated with 코드 and 2 other fields | High correlation |
변경랭킹 is highly overall correlated with 코드 and 2 other fields | High correlation |
증감율 is highly overall correlated with 코드 and 2 other fields | High correlation |
코드 has unique values | Unique |
변경랭킹 has unique values | Unique |
Reproduction
Analysis started | 2023-12-12 19:42:34.397634 |
---|---|
Analysis finished | 2023-12-12 19:42:38.611342 |
Duration | 4.21 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
코드
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 200 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 100.5 |
Minimum | 1 |
---|---|
Maximum | 200 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.9 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 10.95 |
Q1 | 50.75 |
median | 100.5 |
Q3 | 150.25 |
95-th percentile | 190.05 |
Maximum | 200 |
Range | 199 |
Interquartile range (IQR) | 99.5 |
Descriptive statistics
Standard deviation | 57.879185 |
---|---|
Coefficient of variation (CV) | 0.57591228 |
Kurtosis | -1.2 |
Mean | 100.5 |
Median Absolute Deviation (MAD) | 50 |
Skewness | 0 |
Sum | 20100 |
Variance | 3350 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
1 | 1 | 0.5% |
139 | 1 | 0.5% |
129 | 1 | 0.5% |
130 | 1 | 0.5% |
131 | 1 | 0.5% |
132 | 1 | 0.5% |
133 | 1 | 0.5% |
134 | 1 | 0.5% |
135 | 1 | 0.5% |
136 | 1 | 0.5% |
Other values (190) | 190 |
Value | Count | Frequency (%) |
1 | 1 | |
2 | 1 | |
3 | 1 | |
4 | 1 | |
5 | 1 | |
6 | 1 | |
7 | 1 | |
8 | 1 | |
9 | 1 | |
10 | 1 |
Value | Count | Frequency (%) |
200 | 1 | |
199 | 1 | |
198 | 1 | |
197 | 1 | |
196 | 1 | |
195 | 1 | |
194 | 1 | |
193 | 1 | |
192 | 1 | |
191 | 1 |
랭킹
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 100 |
---|---|
Distinct (%) | 50.0% |
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 | 1.9 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 | 28.938507 |
---|---|
Coefficient of variation (CV) | 0.57303974 |
Kurtosis | -1.2001846 |
Mean | 50.5 |
Median Absolute Deviation (MAD) | 25 |
Skewness | 0 |
Sum | 10100 |
Variance | 837.43719 |
Monotonicity | Increasing |
Value | Count | Frequency (%) |
1 | 2 | 1.0% |
65 | 2 | 1.0% |
75 | 2 | 1.0% |
74 | 2 | 1.0% |
73 | 2 | 1.0% |
72 | 2 | 1.0% |
71 | 2 | 1.0% |
70 | 2 | 1.0% |
69 | 2 | 1.0% |
68 | 2 | 1.0% |
Other values (90) | 180 |
Value | Count | Frequency (%) |
1 | 2 | |
2 | 2 | |
3 | 2 | |
4 | 2 | |
5 | 2 | |
6 | 2 | |
7 | 2 | |
8 | 2 | |
9 | 2 | |
10 | 2 |
Value | Count | Frequency (%) |
100 | 2 | |
99 | 2 | |
98 | 2 | |
97 | 2 | |
96 | 2 | |
95 | 2 | |
94 | 2 | |
93 | 2 | |
92 | 2 | |
91 | 2 |
구분
Real number (ℝ)
Distinct | 100 |
---|---|
Distinct (%) | 50.0% |
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 | 1.9 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 | 28.938507 |
---|---|
Coefficient of variation (CV) | 0.57303974 |
Kurtosis | -1.2001846 |
Mean | 50.5 |
Median Absolute Deviation (MAD) | 25 |
Skewness | 0 |
Sum | 10100 |
Variance | 837.43719 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
48 | 2 | 1.0% |
26 | 2 | 1.0% |
3 | 2 | 1.0% |
13 | 2 | 1.0% |
27 | 2 | 1.0% |
7 | 2 | 1.0% |
51 | 2 | 1.0% |
43 | 2 | 1.0% |
88 | 2 | 1.0% |
76 | 2 | 1.0% |
Other values (90) | 180 |
Value | Count | Frequency (%) |
1 | 2 | |
2 | 2 | |
3 | 2 | |
4 | 2 | |
5 | 2 | |
6 | 2 | |
7 | 2 | |
8 | 2 | |
9 | 2 | |
10 | 2 |
Value | Count | Frequency (%) |
100 | 2 | |
99 | 2 | |
98 | 2 | |
97 | 2 | |
96 | 2 | |
95 | 2 | |
94 | 2 | |
93 | 2 | |
92 | 2 | |
91 | 2 |
수치
Real number (ℝ)
Distinct | 198 |
---|---|
Distinct (%) | 99.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 21022.355 |
Minimum | 441 |
---|---|
Maximum | 375152 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.9 KiB |
Quantile statistics
Minimum | 441 |
---|---|
5-th percentile | 1266.1 |
Q1 | 4591.25 |
median | 10591.5 |
Q3 | 21372.75 |
95-th percentile | 63070.6 |
Maximum | 375152 |
Range | 374711 |
Interquartile range (IQR) | 16781.5 |
Descriptive statistics
Standard deviation | 41592.565 |
---|---|
Coefficient of variation (CV) | 1.9784922 |
Kurtosis | 45.497121 |
Mean | 21022.355 |
Median Absolute Deviation (MAD) | 7584 |
Skewness | 6.1427326 |
Sum | 4204471 |
Variance | 1.7299415 × 109 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1603 | 2 | 1.0% |
1524 | 2 | 1.0% |
2132 | 1 | 0.5% |
8234 | 1 | 0.5% |
21191 | 1 | 0.5% |
21918 | 1 | 0.5% |
35301 | 1 | 0.5% |
36405 | 1 | 0.5% |
19480 | 1 | 0.5% |
19752 | 1 | 0.5% |
Other values (188) | 188 |
Value | Count | Frequency (%) |
441 | 1 | |
712 | 1 | |
749 | 1 | |
793 | 1 | |
932 | 1 | |
940 | 1 | |
946 | 1 | |
1052 | 1 | |
1057 | 1 | |
1192 | 1 |
Value | Count | Frequency (%) |
375152 | 1 | |
346352 | 1 | |
187809 | 1 | |
128342 | 1 | |
115717 | 1 | |
94908 | 1 | |
92126 | 1 | |
91077 | 1 | |
89892 | 1 | |
83013 | 1 |
년도
Categorical
Distinct | 2 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.7 KiB |
2014 | |
---|---|
2017 |
Length
Max length | 4 |
---|---|
Median length | 4 |
Mean length | 4 |
Min length | 4 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2014 |
---|---|
2nd row | 2017 |
3rd row | 2014 |
4th row | 2017 |
5th row | 2014 |
Common Values
Value | Count | Frequency (%) |
2014 | 100 | |
2017 | 100 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2014 | 100 | |
2017 | 100 |
변경년도
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.7 KiB |
2014-2017 |
---|
Length
Max length | 9 |
---|---|
Median length | 9 |
Mean length | 9 |
Min length | 9 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2014-2017 |
---|---|
2nd row | 2014-2017 |
3rd row | 2014-2017 |
4th row | 2014-2017 |
5th row | 2014-2017 |
Common Values
Value | Count | Frequency (%) |
2014-2017 | 200 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2014-2017 | 200 |
변경랭킹
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 200 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 100.5 |
Minimum | 1 |
---|---|
Maximum | 200 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.9 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 10.95 |
Q1 | 50.75 |
median | 100.5 |
Q3 | 150.25 |
95-th percentile | 190.05 |
Maximum | 200 |
Range | 199 |
Interquartile range (IQR) | 99.5 |
Descriptive statistics
Standard deviation | 57.879185 |
---|---|
Coefficient of variation (CV) | 0.57591228 |
Kurtosis | -1.2 |
Mean | 100.5 |
Median Absolute Deviation (MAD) | 50 |
Skewness | 0 |
Sum | 20100 |
Variance | 3350 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
1 | 1 | 0.5% |
139 | 1 | 0.5% |
129 | 1 | 0.5% |
130 | 1 | 0.5% |
131 | 1 | 0.5% |
132 | 1 | 0.5% |
133 | 1 | 0.5% |
134 | 1 | 0.5% |
135 | 1 | 0.5% |
136 | 1 | 0.5% |
Other values (190) | 190 |
Value | Count | Frequency (%) |
1 | 1 | |
2 | 1 | |
3 | 1 | |
4 | 1 | |
5 | 1 | |
6 | 1 | |
7 | 1 | |
8 | 1 | |
9 | 1 | |
10 | 1 |
Value | Count | Frequency (%) |
200 | 1 | |
199 | 1 | |
198 | 1 | |
197 | 1 | |
196 | 1 | |
195 | 1 | |
194 | 1 | |
193 | 1 | |
192 | 1 | |
191 | 1 |
구분설명
Text
Distinct | 100 |
---|---|
Distinct (%) | 50.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.7 KiB |
Value | Count | Frequency (%) |
스포츠시설운영업 | 2 | 1.0% |
독서실 | 2 | 1.0% |
곡물가게 | 2 | 1.0% |
노래방 | 2 | 1.0% |
간판광고물업 | 2 | 1.0% |
시계ㆍ귀금속점 | 2 | 1.0% |
서점 | 2 | 1.0% |
컴퓨터판매점 | 2 | 1.0% |
정육점 | 2 | 1.0% |
화장품가게 | 2 | 1.0% |
Other values (90) | 180 |
Most occurring characters
Value | Count | Frequency (%) |
점 | 58 | 5.9% |
가 | 42 | 4.3% |
원 | 36 | 3.6% |
게 | 36 | 3.6% |
의 | 26 | 2.6% |
과 | 24 | 2.4% |
사 | 22 | 2.2% |
식 | 22 | 2.2% |
전 | 18 | 1.8% |
ㆍ | 18 | 1.8% |
Other values (165) | 686 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 978 | |
Uppercase Letter | 6 | 0.6% |
Lowercase Letter | 4 | 0.4% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
점 | 58 | 5.9% |
가 | 42 | 4.3% |
원 | 36 | 3.7% |
게 | 36 | 3.7% |
의 | 26 | 2.7% |
과 | 24 | 2.5% |
사 | 22 | 2.2% |
식 | 22 | 2.2% |
전 | 18 | 1.8% |
ㆍ | 18 | 1.8% |
Other values (160) | 676 |
Uppercase Letter
Value | Count | Frequency (%) |
G | 2 | |
P | 2 | |
L | 2 |
Lowercase Letter
Value | Count | Frequency (%) |
c | 2 | |
p | 2 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 978 | |
Latin | 10 | 1.0% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
점 | 58 | 5.9% |
가 | 42 | 4.3% |
원 | 36 | 3.7% |
게 | 36 | 3.7% |
의 | 26 | 2.7% |
과 | 24 | 2.5% |
사 | 22 | 2.2% |
식 | 22 | 2.2% |
전 | 18 | 1.8% |
ㆍ | 18 | 1.8% |
Other values (160) | 676 |
Latin
Value | Count | Frequency (%) |
c | 2 | |
p | 2 | |
G | 2 | |
P | 2 | |
L | 2 |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 960 | |
Compat Jamo | 18 | 1.8% |
ASCII | 10 | 1.0% |
Most frequent character per block
Hangul
Value | Count | Frequency (%) |
점 | 58 | 6.0% |
가 | 42 | 4.4% |
원 | 36 | 3.8% |
게 | 36 | 3.8% |
의 | 26 | 2.7% |
과 | 24 | 2.5% |
사 | 22 | 2.3% |
식 | 22 | 2.3% |
전 | 18 | 1.9% |
스 | 16 | 1.7% |
Other values (159) | 660 |
Compat Jamo
Value | Count | Frequency (%) |
ㆍ | 18 |
ASCII
Value | Count | Frequency (%) |
c | 2 | |
p | 2 | |
G | 2 | |
P | 2 | |
L | 2 |
증감율
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 53 |
---|---|
Distinct (%) | 26.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 93.84 |
Minimum | 75 |
---|---|
Maximum | 240 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.9 KiB |
Quantile statistics
Minimum | 75 |
---|---|
5-th percentile | 75 |
Q1 | 75 |
median | 75 |
Q3 | 108 |
95-th percentile | 139.1 |
Maximum | 240 |
Range | 165 |
Interquartile range (IQR) | 33 |
Descriptive statistics
Standard deviation | 25.315386 |
---|---|
Coefficient of variation (CV) | 0.2697718 |
Kurtosis | 6.2262716 |
Mean | 93.84 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 1.9720784 |
Sum | 18768 |
Variance | 640.86874 |
Monotonicity | Decreasing |
Value | Count | Frequency (%) |
75 | 101 | |
106 | 7 | 3.5% |
109 | 6 | 3.0% |
101 | 5 | 2.5% |
108 | 5 | 2.5% |
117 | 4 | 2.0% |
98 | 4 | 2.0% |
95 | 3 | 1.5% |
114 | 3 | 1.5% |
119 | 3 | 1.5% |
Other values (43) | 59 |
Value | Count | Frequency (%) |
75 | 101 | |
76 | 1 | 0.5% |
80 | 1 | 0.5% |
84 | 1 | 0.5% |
87 | 1 | 0.5% |
88 | 2 | 1.0% |
89 | 1 | 0.5% |
90 | 1 | 0.5% |
91 | 1 | 0.5% |
93 | 1 | 0.5% |
Value | Count | Frequency (%) |
240 | 1 | |
189 | 1 | |
180 | 1 | |
173 | 1 | |
161 | 1 | |
159 | 1 | |
149 | 1 | |
146 | 1 | |
145 | 1 | |
141 | 1 |
코드 | 랭킹 | 구분 | 수치 | 년도 | 변경랭킹 | 구분설명 | 증감율 | |
---|---|---|---|---|---|---|---|---|
코드 | 1.000 | 1.000 | 0.586 | 0.232 | 0.000 | 1.000 | 1.000 | 0.797 |
랭킹 | 1.000 | 1.000 | 0.586 | 0.232 | 0.000 | 1.000 | 1.000 | 0.797 |
구분 | 0.586 | 0.586 | 1.000 | 0.284 | 0.000 | 0.586 | 1.000 | 0.266 |
수치 | 0.232 | 0.232 | 0.284 | 1.000 | 0.000 | 0.232 | 0.933 | 0.256 |
년도 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 |
변경랭킹 | 1.000 | 1.000 | 0.586 | 0.232 | 0.000 | 1.000 | 1.000 | 0.797 |
구분설명 | 1.000 | 1.000 | 1.000 | 0.933 | 0.000 | 1.000 | 1.000 | 0.965 |
증감율 | 0.797 | 0.797 | 0.266 | 0.256 | 0.000 | 0.797 | 0.965 | 1.000 |
코드 | 랭킹 | 구분 | 수치 | 변경랭킹 | 증감율 | 년도 | |
---|---|---|---|---|---|---|---|
코드 | 1.000 | 1.000 | -0.098 | 0.084 | 1.000 | -0.933 | 0.000 |
랭킹 | 1.000 | 1.000 | -0.098 | 0.084 | 1.000 | -0.933 | 0.000 |
구분 | -0.098 | -0.098 | 1.000 | 0.177 | -0.098 | 0.040 | 0.000 |
수치 | 0.084 | 0.084 | 0.177 | 1.000 | 0.084 | -0.097 | 0.000 |
변경랭킹 | 1.000 | 1.000 | -0.098 | 0.084 | 1.000 | -0.933 | 0.000 |
증감율 | -0.933 | -0.933 | 0.040 | -0.097 | -0.933 | 1.000 | 0.000 |
년도 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 |
코드 | 랭킹 | 구분 | 수치 | 년도 | 변경년도 | 변경랭킹 | 구분설명 | 증감율 | |
---|---|---|---|---|---|---|---|---|---|
0 | 1 | 1 | 48 | 2132 | 2014 | 2014-2017 | 1 | 스포츠시설운영업 | 240 |
1 | 2 | 1 | 48 | 5123 | 2017 | 2014-2017 | 2 | 스포츠시설운영업 | 189 |
2 | 3 | 2 | 91 | 4706 | 2014 | 2014-2017 | 3 | 펜션ㆍ게스트하우스 | 180 |
3 | 4 | 2 | 91 | 8900 | 2017 | 2014-2017 | 4 | 펜션ㆍ게스트하우스 | 173 |
4 | 5 | 3 | 60 | 3740 | 2014 | 2014-2017 | 5 | 애완용품점 | 161 |
5 | 6 | 3 | 60 | 6739 | 2017 | 2014-2017 | 6 | 애완용품점 | 159 |
6 | 7 | 4 | 87 | 25151 | 2014 | 2014-2017 | 7 | 커피음료점 | 149 |
7 | 8 | 4 | 87 | 43457 | 2017 | 2014-2017 | 8 | 커피음료점 | 146 |
8 | 9 | 5 | 14 | 441 | 2014 | 2014-2017 | 9 | 공인노무사 | 145 |
9 | 10 | 5 | 14 | 712 | 2017 | 2014-2017 | 10 | 공인노무사 | 141 |
코드 | 랭킹 | 구분 | 수치 | 년도 | 변경년도 | 변경랭킹 | 구분설명 | 증감율 | |
---|---|---|---|---|---|---|---|---|---|
190 | 191 | 96 | 54 | 8364 | 2014 | 2014-2017 | 191 | 신발가게 | 75 |
191 | 192 | 96 | 54 | 7298 | 2017 | 2014-2017 | 192 | 신발가게 | 75 |
192 | 193 | 97 | 6 | 19849 | 2014 | 2014-2017 | 193 | 간이주점 | 75 |
193 | 194 | 97 | 6 | 16733 | 2017 | 2014-2017 | 194 | 간이주점 | 75 |
194 | 195 | 98 | 28 | 19178 | 2014 | 2014-2017 | 195 | 담배가게 | 75 |
195 | 196 | 98 | 28 | 15366 | 2017 | 2014-2017 | 196 | 담배가게 | 75 |
196 | 197 | 99 | 57 | 3419 | 2014 | 2014-2017 | 197 | 실외골프연습장 | 75 |
197 | 198 | 99 | 57 | 2594 | 2017 | 2014-2017 | 198 | 실외골프연습장 | 75 |
198 | 199 | 100 | 19 | 35011 | 2014 | 2014-2017 | 199 | 구내식당 | 75 |
199 | 200 | 100 | 19 | 26202 | 2017 | 2014-2017 | 200 | 구내식당 | 75 |