Dataset statistics
Number of variables | 4 |
---|---|
Number of observations | 10000 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 419.9 KiB |
Average record size in memory | 43.0 B |
Variable types
Numeric | 3 |
---|---|
DateTime | 1 |
Dataset
Description | 춘천도시공사에서 관리라는 코드별 수입금액(날짜별, 카테고리별) / (코드, 카테고리코드, 날짜, 금액) |
---|---|
Author | 춘천도시공사 |
URL | https://www.data.go.kr/data/15094393/fileData.do |
Reproduction
Analysis started | 2023-12-12 22:42:58.498108 |
---|---|
Analysis finished | 2023-12-12 22:43:00.158310 |
Duration | 1.66 second |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
코드
Real number (ℝ)
UNIQUE
 
Distinct | 10000 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 18610.688 |
Minimum | 5 |
---|---|
Maximum | 37291 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 5 |
---|---|
5-th percentile | 1905.85 |
Q1 | 9284.5 |
median | 18463 |
Q3 | 27928.5 |
95-th percentile | 35374.2 |
Maximum | 37291 |
Range | 37286 |
Interquartile range (IQR) | 18644 |
Descriptive statistics
Standard deviation | 10728.716 |
---|---|
Coefficient of variation (CV) | 0.57648144 |
Kurtosis | -1.2030597 |
Mean | 18610.688 |
Median Absolute Deviation (MAD) | 9310 |
Skewness | 0.010400469 |
Sum | 1.8610688 × 108 |
Variance | 1.1510535 × 108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
10572 | 1 | < 0.1% |
5206 | 1 | < 0.1% |
1377 | 1 | < 0.1% |
8272 | 1 | < 0.1% |
35576 | 1 | < 0.1% |
25969 | 1 | < 0.1% |
7959 | 1 | < 0.1% |
1844 | 1 | < 0.1% |
10389 | 1 | < 0.1% |
18890 | 1 | < 0.1% |
Other values (9990) | 9990 |
Value | Count | Frequency (%) |
5 | 1 | |
7 | 1 | |
8 | 1 | |
10 | 1 | |
17 | 1 | |
18 | 1 | |
19 | 1 | |
20 | 1 | |
23 | 1 | |
27 | 1 |
Value | Count | Frequency (%) |
37291 | 1 | |
37287 | 1 | |
37286 | 1 | |
37283 | 1 | |
37278 | 1 | |
37273 | 1 | |
37272 | 1 | |
37270 | 1 | |
37268 | 1 | |
37261 | 1 |
카테고리코드
Real number (ℝ)
Distinct | 133 |
---|---|
Distinct (%) | 1.3% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 70.4334 |
Minimum | 0 |
---|---|
Maximum | 169 |
Zeros | 15 |
Zeros (%) | 0.1% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 10 |
Q1 | 33 |
median | 62 |
Q3 | 104 |
95-th percentile | 137.05 |
Maximum | 169 |
Range | 169 |
Interquartile range (IQR) | 71 |
Descriptive statistics
Standard deviation | 42.526961 |
---|---|
Coefficient of variation (CV) | 0.60378969 |
Kurtosis | -1.0504012 |
Mean | 70.4334 |
Median Absolute Deviation (MAD) | 35 |
Skewness | 0.30334105 |
Sum | 704334 |
Variance | 1808.5424 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
57 | 416 | 4.2% |
41 | 411 | 4.1% |
38 | 394 | 3.9% |
79 | 388 | 3.9% |
131 | 366 | 3.7% |
62 | 358 | 3.6% |
10 | 348 | 3.5% |
135 | 340 | 3.4% |
117 | 338 | 3.4% |
35 | 335 | 3.4% |
Other values (123) | 6306 |
Value | Count | Frequency (%) |
0 | 15 | 0.1% |
1 | 181 | |
2 | 2 | < 0.1% |
3 | 15 | 0.1% |
4 | 6 | 0.1% |
5 | 13 | 0.1% |
6 | 17 | 0.2% |
8 | 6 | 0.1% |
9 | 5 | 0.1% |
10 | 348 |
Value | Count | Frequency (%) |
169 | 9 | 0.1% |
166 | 10 | 0.1% |
165 | 2 | < 0.1% |
162 | 4 | < 0.1% |
159 | 3 | < 0.1% |
158 | 176 | |
157 | 8 | 0.1% |
156 | 6 | 0.1% |
155 | 17 | 0.2% |
154 | 2 | < 0.1% |
날짜
Date
Distinct | 1749 |
---|---|
Distinct (%) | 17.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 156.2 KiB |
Minimum | 2015-01-31 00:00:00 |
---|---|
Maximum | 2021-11-09 00:00:00 |
금액
Real number (ℝ)
ZEROS
 
Distinct | 5245 |
---|---|
Distinct (%) | 52.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1210269.5 |
Minimum | 0 |
---|---|
Maximum | 1.0249968 × 108 |
Zeros | 505 |
Zeros (%) | 5.1% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 166.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 70000 |
median | 244000 |
Q3 | 870540 |
95-th percentile | 4110340.5 |
Maximum | 1.0249968 × 108 |
Range | 1.0249968 × 108 |
Interquartile range (IQR) | 800540 |
Descriptive statistics
Standard deviation | 4958953.1 |
---|---|
Coefficient of variation (CV) | 4.0973956 |
Kurtosis | 194.83886 |
Mean | 1210269.5 |
Median Absolute Deviation (MAD) | 224000 |
Skewness | 12.704347 |
Sum | 1.2102695 × 1010 |
Variance | 2.4591216 × 1013 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 505 | 5.1% |
24000 | 63 | 0.6% |
60000 | 62 | 0.6% |
30000 | 57 | 0.6% |
10000 | 42 | 0.4% |
48000 | 42 | 0.4% |
90000 | 38 | 0.4% |
20000 | 36 | 0.4% |
15000 | 33 | 0.3% |
52000 | 32 | 0.3% |
Other values (5235) | 9090 |
Value | Count | Frequency (%) |
0 | 505 | |
24 | 1 | < 0.1% |
30 | 1 | < 0.1% |
42 | 1 | < 0.1% |
45 | 1 | < 0.1% |
49 | 1 | < 0.1% |
50 | 1 | < 0.1% |
54 | 2 | < 0.1% |
58 | 1 | < 0.1% |
66 | 1 | < 0.1% |
Value | Count | Frequency (%) |
102499680 | 1 | |
98900680 | 1 | |
98784520 | 1 | |
97589240 | 1 | |
91043026 | 1 | |
90950526 | 1 | |
90437160 | 1 | |
88252030 | 1 | |
87252950 | 1 | |
83364132 | 1 |
코드 | 카테고리코드 | 금액 | |
---|---|---|---|
코드 | 1.000 | 0.748 | 0.263 |
카테고리코드 | 0.748 | 1.000 | 0.129 |
금액 | 0.263 | 0.129 | 1.000 |
코드 | 카테고리코드 | 금액 | |
---|---|---|---|
코드 | 1.000 | -0.012 | -0.092 |
카테고리코드 | -0.012 | 1.000 | -0.221 |
금액 | -0.092 | -0.221 | 1.000 |
코드 | 카테고리코드 | 날짜 | 금액 | |
---|---|---|---|---|
10120 | 10572 | 22 | 2018-02-20 | 1028000 |
8756 | 9141 | 61 | 2018-02-15 | 30000 |
9416 | 9830 | 79 | 2018-03-04 | 270000 |
29426 | 30904 | 33 | 2020-06-11 | 50000 |
4201 | 4385 | 16 | 2017-04-10 | 10000 |
17410 | 18162 | 123 | 2019-02-13 | 16800 |
28980 | 30436 | 27 | 2020-11-04 | 90000 |
20115 | 21022 | 118 | 2020-01-30 | 5049300 |
13554 | 14130 | 41 | 2018-05-28 | 287600 |
10888 | 11383 | 16 | 2017-10-15 | 5904000 |
코드 | 카테고리코드 | 날짜 | 금액 | |
---|---|---|---|---|
29277 | 30742 | 32 | 2020-03-29 | 0 |
28013 | 29421 | 57 | 2021-02-03 | 0 |
22676 | 23893 | 1 | 2021-02-27 | 191400 |
26473 | 27819 | 35 | 2021-01-24 | 355000 |
2739 | 2895 | 131 | 2017-06-27 | 946300 |
1124 | 1165 | 59 | 2017-04-29 | 274550 |
27125 | 28499 | 68 | 2020-08-28 | 204140 |
28610 | 30046 | 26 | 2020-05-12 | 206000 |
13162 | 13712 | 98 | 2018-05-06 | 6000 |
13124 | 13673 | 138 | 2018-03-23 | 6179000 |