Dataset statistics
Number of variables | 5 |
---|---|
Number of observations | 176 |
Missing cells | 370 |
Missing cells (%) | 42.0% |
Duplicate rows | 1 |
Duplicate rows (%) | 0.6% |
Total size in memory | 7.7 KiB |
Average record size in memory | 44.8 B |
Variable types
DateTime | 1 |
---|---|
Numeric | 2 |
Unsupported | 2 |
Dataset
Description | 충청남도 홈페이지의 회원가입현황으로써 월별 가입자 수 데이터 입니다. |
---|---|
Author | 충청남도 |
URL | https://alldam.chungnam.go.kr/index.chungnam?menuCd=DOM_000000201001001001&st=&cds=&orgCd=&apiType=&isOpen=Y&pageIndex=377&beforeMenuCd=DOM_000000201001001000&publicdatapk=15063379 |
Dataset has 1 (0.6%) duplicate rows | Duplicates |
가입건수 is highly overall correlated with 누적가입자수 | High correlation |
누적가입자수 is highly overall correlated with 가입건수 | High correlation |
년월 has 6 (3.4%) missing values | Missing |
가입건수 has 6 (3.4%) missing values | Missing |
누적가입자수 has 6 (3.4%) missing values | Missing |
Unnamed: 3 has 176 (100.0%) missing values | Missing |
Unnamed: 4 has 176 (100.0%) missing values | Missing |
Unnamed: 3 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 4 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Reproduction
Analysis started | 2024-01-09 20:05:23.587985 |
---|---|
Analysis finished | 2024-01-09 20:05:25.140648 |
Duration | 1.55 second |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
년월
Date
MISSING
 
Distinct | 170 |
---|---|
Distinct (%) | 100.0% |
Missing | 6 |
Missing (%) | 3.4% |
Memory size | 1.5 KiB |
Minimum | 2008-07-31 00:00:00 |
---|---|
Maximum | 2022-08-31 00:00:00 |
가입건수
Real number (ℝ)
HIGH CORRELATION
  MISSING
 
Distinct | 114 |
---|---|
Distinct (%) | 67.1% |
Missing | 6 |
Missing (%) | 3.4% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 109.91765 |
Minimum | 1 |
---|---|
Maximum | 764 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.7 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 7.45 |
Q1 | 22 |
median | 88.5 |
Q3 | 165 |
95-th percentile | 306 |
Maximum | 764 |
Range | 763 |
Interquartile range (IQR) | 143 |
Descriptive statistics
Standard deviation | 109.28993 |
---|---|
Coefficient of variation (CV) | 0.99428922 |
Kurtosis | 6.8310811 |
Mean | 109.91765 |
Median Absolute Deviation (MAD) | 67.5 |
Skewness | 1.8952389 |
Sum | 18686 |
Variance | 11944.289 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
17 | 6 | 3.4% |
1 | 5 | 2.8% |
9 | 5 | 2.8% |
21 | 5 | 2.8% |
25 | 4 | 2.3% |
33 | 4 | 2.3% |
143 | 3 | 1.7% |
12 | 3 | 1.7% |
19 | 3 | 1.7% |
22 | 3 | 1.7% |
Other values (104) | 129 | |
(Missing) | 6 | 3.4% |
Value | Count | Frequency (%) |
1 | 5 | |
4 | 1 | 0.6% |
5 | 1 | 0.6% |
6 | 1 | 0.6% |
7 | 1 | 0.6% |
8 | 1 | 0.6% |
9 | 5 | |
10 | 1 | 0.6% |
11 | 1 | 0.6% |
12 | 3 |
Value | Count | Frequency (%) |
764 | 1 | |
438 | 1 | |
395 | 1 | |
357 | 1 | |
339 | 1 | |
324 | 1 | |
316 | 1 | |
309 | 1 | |
306 | 2 | |
300 | 1 |
누적가입자수
Real number (ℝ)
HIGH CORRELATION
  MISSING
 
Distinct | 170 |
---|---|
Distinct (%) | 100.0% |
Missing | 6 |
Missing (%) | 3.4% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 5781.1824 |
Minimum | 1 |
---|---|
Maximum | 18686 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.7 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 882.05 |
Q1 | 1676.25 |
median | 3316 |
Q3 | 8970.25 |
95-th percentile | 16229.7 |
Maximum | 18686 |
Range | 18685 |
Interquartile range (IQR) | 7294 |
Descriptive statistics
Standard deviation | 5141.2779 |
---|---|
Coefficient of variation (CV) | 0.88931254 |
Kurtosis | -0.32690213 |
Mean | 5781.1824 |
Median Absolute Deviation (MAD) | 2197.5 |
Skewness | 0.95362179 |
Sum | 982801 |
Variance | 26432739 |
Monotonicity | Strictly decreasing |
Value | Count | Frequency (%) |
1901 | 1 | 0.6% |
2187 | 1 | 0.6% |
2138 | 1 | 0.6% |
2109 | 1 | 0.6% |
2080 | 1 | 0.6% |
1992 | 1 | 0.6% |
1958 | 1 | 0.6% |
1933 | 1 | 0.6% |
1920 | 1 | 0.6% |
1884 | 1 | 0.6% |
Other values (160) | 160 | |
(Missing) | 6 | 3.4% |
Value | Count | Frequency (%) |
1 | 1 | |
765 | 1 | |
766 | 1 | |
767 | 1 | |
768 | 1 | |
769 | 1 | |
774 | 1 | |
783 | 1 | |
842 | 1 | |
931 | 1 |
Value | Count | Frequency (%) |
18686 | 1 | |
18472 | 1 | |
18220 | 1 | |
17939 | 1 | |
17501 | 1 | |
17195 | 1 | |
16838 | 1 | |
16522 | 1 | |
16326 | 1 | |
16112 | 1 |
Unnamed: 3
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 176 |
---|---|
Missing (%) | 100.0% |
Memory size | 1.7 KiB |
Unnamed: 4
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 176 |
---|---|
Missing (%) | 100.0% |
Memory size | 1.7 KiB |
가입건수 | 누적가입자수 | |
---|---|---|
가입건수 | 1.000 | 0.704 |
누적가입자수 | 0.704 | 1.000 |
가입건수 | 누적가입자수 | |
---|---|---|
가입건수 | 1.000 | 0.850 |
누적가입자수 | 0.850 | 1.000 |
년월 | 가입건수 | 누적가입자수 | Unnamed: 3 | Unnamed: 4 | |
---|---|---|---|---|---|
0 | 2022-08-31 | 214 | 18686 | <NA> | <NA> |
1 | 2022-07-31 | 252 | 18472 | <NA> | <NA> |
2 | 2022-06-30 | 281 | 18220 | <NA> | <NA> |
3 | 2022-05-31 | 438 | 17939 | <NA> | <NA> |
4 | 2022-04-30 | 306 | 17501 | <NA> | <NA> |
5 | 2022-03-31 | 357 | 17195 | <NA> | <NA> |
6 | 2022-02-28 | 316 | 16838 | <NA> | <NA> |
7 | 2022-01-31 | 196 | 16522 | <NA> | <NA> |
8 | 2021-12-31 | 214 | 16326 | <NA> | <NA> |
9 | 2021-11-30 | 236 | 16112 | <NA> | <NA> |
년월 | 가입건수 | 누적가입자수 | Unnamed: 3 | Unnamed: 4 | |
---|---|---|---|---|---|
166 | 2008-10-31 | 1 | 767 | <NA> | <NA> |
167 | 2008-09-30 | 1 | 766 | <NA> | <NA> |
168 | 2008-08-31 | 764 | 765 | <NA> | <NA> |
169 | 2008-07-31 | 1 | 1 | <NA> | <NA> |
170 | <NA> | <NA> | <NA> | <NA> | <NA> |
171 | <NA> | <NA> | <NA> | <NA> | <NA> |
172 | <NA> | <NA> | <NA> | <NA> | <NA> |
173 | <NA> | <NA> | <NA> | <NA> | <NA> |
174 | <NA> | <NA> | <NA> | <NA> | <NA> |
175 | <NA> | <NA> | <NA> | <NA> | <NA> |
Most frequently occurring
년월 | 가입건수 | 누적가입자수 | # duplicates | |
---|---|---|---|---|
0 | <NA> | <NA> | <NA> | 6 |