Dataset statistics
Number of variables | 8 |
---|---|
Number of observations | 49 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 3.4 KiB |
Average record size in memory | 71.6 B |
Variable types
Categorical | 1 |
---|---|
DateTime | 2 |
Numeric | 5 |
Dataset
Description | 경기도 평택시 지역 화폐 발행 및 이용 현황입니다.(기준년월, 월별 카드발행수량, 월별 카드충전액, 월별 카드사용액, 월별 지류상품권판매액, 월별 지류상품권회수액 등)※ 문의 : 평택시청 일자리경제과(031-8024-3542) |
---|---|
Author | 경기도 평택시 |
URL | https://www.data.go.kr/data/15039663/fileData.do |
시군명 has constant value "" | Constant |
월별 카드충전액(천원) is highly overall correlated with 월별 카드사용액(천원) | High correlation |
월별 카드사용액(천원) is highly overall correlated with 월별 카드충전액(천원) and 2 other fields | High correlation |
월별 지류상품권판매액(천원) is highly overall correlated with 월별 카드사용액(천원) and 1 other fields | High correlation |
월별 지류상품권회수액(천원) is highly overall correlated with 월별 카드사용액(천원) and 1 other fields | High correlation |
시작일자 has unique values | Unique |
종료일자 has unique values | Unique |
월별 카드발행수량 has unique values | Unique |
월별 카드충전액(천원) has unique values | Unique |
월별 카드사용액(천원) has unique values | Unique |
월별 지류상품권판매액(천원) has unique values | Unique |
월별 지류상품권회수액(천원) has unique values | Unique |
Reproduction
Analysis started | 2024-03-14 09:49:01.601820 |
---|---|
Analysis finished | 2024-03-14 09:49:06.815887 |
Duration | 5.21 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
시군명
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 2.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 520.0 B |
평택시 |
---|
Length
Max length | 3 |
---|---|
Median length | 3 |
Mean length | 3 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 평택시 |
---|---|
2nd row | 평택시 |
3rd row | 평택시 |
4th row | 평택시 |
5th row | 평택시 |
Common Values
Value | Count | Frequency (%) |
평택시 | 49 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
평택시 | 49 |
시작일자
Date
UNIQUE
 
Distinct | 49 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 520.0 B |
Minimum | 2020-01-01 00:00:00 |
---|---|
Maximum | 2024-01-01 00:00:00 |
종료일자
Date
UNIQUE
 
Distinct | 49 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 520.0 B |
Minimum | 2020-01-31 00:00:00 |
---|---|
Maximum | 2024-01-31 00:00:00 |
월별 카드발행수량
Real number (ℝ)
UNIQUE
 
Distinct | 49 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 8098.9388 |
Minimum | 55 |
---|---|
Maximum | 43823 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 569.0 B |
Quantile statistics
Minimum | 55 |
---|---|
5-th percentile | 940 |
Q1 | 3531 |
median | 5889 |
Q3 | 8414 |
95-th percentile | 26693 |
Maximum | 43823 |
Range | 43768 |
Interquartile range (IQR) | 4883 |
Descriptive statistics
Standard deviation | 8335.4183 |
---|---|
Coefficient of variation (CV) | 1.0291988 |
Kurtosis | 7.0668969 |
Mean | 8098.9388 |
Median Absolute Deviation (MAD) | 2525 |
Skewness | 2.4613667 |
Sum | 396848 |
Variance | 69479199 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
256 | 1 | 2.0% |
4355 | 1 | 2.0% |
3532 | 1 | 2.0% |
2892 | 1 | 2.0% |
4693 | 1 | 2.0% |
4351 | 1 | 2.0% |
7054 | 1 | 2.0% |
6259 | 1 | 2.0% |
6519 | 1 | 2.0% |
5068 | 1 | 2.0% |
Other values (39) | 39 |
Value | Count | Frequency (%) |
55 | 1 | |
67 | 1 | |
256 | 1 | |
1966 | 1 | |
2442 | 1 | |
2492 | 1 | |
2535 | 1 | |
2634 | 1 | |
2640 | 1 | |
2892 | 1 |
Value | Count | Frequency (%) |
43823 | 1 | |
29088 | 1 | |
28441 | 1 | |
24071 | 1 | |
17949 | 1 | |
15500 | 1 | |
14014 | 1 | |
13822 | 1 | |
13566 | 1 | |
13317 | 1 |
월별 카드충전액(천원)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 49 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 10237463 |
Minimum | 18000 |
---|---|
Maximum | 25337565 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 569.0 B |
Quantile statistics
Minimum | 18000 |
---|---|
5-th percentile | 1070274 |
Q1 | 8733934 |
median | 10391575 |
Q3 | 13004797 |
95-th percentile | 15580924 |
Maximum | 25337565 |
Range | 25319565 |
Interquartile range (IQR) | 4270863 |
Descriptive statistics
Standard deviation | 4727230.2 |
---|---|
Coefficient of variation (CV) | 0.46175797 |
Kurtosis | 1.9910916 |
Mean | 10237463 |
Median Absolute Deviation (MAD) | 2613222 |
Skewness | 0.16350779 |
Sum | 5.016357 × 108 |
Variance | 2.2346705 × 1013 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
59712 | 1 | 2.0% |
14544816 | 1 | 2.0% |
10178404 | 1 | 2.0% |
10389595 | 1 | 2.0% |
10185991 | 1 | 2.0% |
10161837 | 1 | 2.0% |
13227497 | 1 | 2.0% |
13004797 | 1 | 2.0% |
13287848 | 1 | 2.0% |
13512613 | 1 | 2.0% |
Other values (39) | 39 |
Value | Count | Frequency (%) |
18000 | 1 | |
23760 | 1 | |
59712 | 1 | |
2586117 | 1 | |
2857550 | 1 | |
4603556 | 1 | |
5099945 | 1 | |
6133641 | 1 | |
6531356 | 1 | |
6897027 | 1 |
Value | Count | Frequency (%) |
25337565 | 1 | |
21028644 | 1 | |
16271663 | 1 | |
14544816 | 1 | |
14407555 | 1 | |
13681523 | 1 | |
13561730 | 1 | |
13512613 | 1 | |
13287848 | 1 | |
13258976 | 1 |
월별 카드사용액(천원)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 49 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 9474295.8 |
Minimum | 130667 |
---|---|
Maximum | 20169763 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 569.0 B |
Quantile statistics
Minimum | 130667 |
---|---|
5-th percentile | 532690.2 |
Q1 | 7283404 |
median | 10502529 |
Q3 | 12180674 |
95-th percentile | 14134630 |
Maximum | 20169763 |
Range | 20039096 |
Interquartile range (IQR) | 4897270 |
Descriptive statistics
Standard deviation | 4474477.4 |
---|---|
Coefficient of variation (CV) | 0.47227546 |
Kurtosis | 0.19014484 |
Mean | 9474295.8 |
Median Absolute Deviation (MAD) | 1833182 |
Skewness | -0.59073167 |
Sum | 4.642405 × 108 |
Variance | 2.0020948 × 1013 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
502911 | 1 | 2.0% |
11827582 | 1 | 2.0% |
10502529 | 1 | 2.0% |
10560533 | 1 | 2.0% |
10070306 | 1 | 2.0% |
9989323 | 1 | 2.0% |
11749772 | 1 | 2.0% |
12785839 | 1 | 2.0% |
13397577 | 1 | 2.0% |
13325050 | 1 | 2.0% |
Other values (39) | 39 |
Value | Count | Frequency (%) |
130667 | 1 | |
203131 | 1 | |
502911 | 1 | |
577359 | 1 | |
1768949 | 1 | |
1834371 | 1 | |
2905083 | 1 | |
3150905 | 1 | |
4846441 | 1 | |
5954365 | 1 |
Value | Count | Frequency (%) |
20169763 | 1 | |
16900861 | 1 | |
14403063 | 1 | |
13731981 | 1 | |
13397577 | 1 | |
13325050 | 1 | |
13104253 | 1 | |
12934602 | 1 | |
12914251 | 1 | |
12785839 | 1 |
월별 지류상품권판매액(천원)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 49 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2159461.7 |
Minimum | 575070 |
---|---|
Maximum | 5808200 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 569.0 B |
Quantile statistics
Minimum | 575070 |
---|---|
5-th percentile | 602500 |
Q1 | 1291625 |
median | 1658530 |
Q3 | 3015560 |
95-th percentile | 4883997 |
Maximum | 5808200 |
Range | 5233130 |
Interquartile range (IQR) | 1723935 |
Descriptive statistics
Standard deviation | 1390476.7 |
---|---|
Coefficient of variation (CV) | 0.6438997 |
Kurtosis | 0.15546833 |
Mean | 2159461.7 |
Median Absolute Deviation (MAD) | 692105 |
Skewness | 1.0389834 |
Sum | 1.0581362 × 108 |
Variance | 1.9334255 × 1012 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
3015560 | 1 | 2.0% |
1611900 | 1 | 2.0% |
1600630 | 1 | 2.0% |
1678790 | 1 | 2.0% |
1420435 | 1 | 2.0% |
1387125 | 1 | 2.0% |
2199770 | 1 | 2.0% |
1596290 | 1 | 2.0% |
1155850 | 1 | 2.0% |
1167295 | 1 | 2.0% |
Other values (39) | 39 |
Value | Count | Frequency (%) |
575070 | 1 | |
583360 | 1 | |
602460 | 1 | |
602560 | 1 | |
612060 | 1 | |
639960 | 1 | |
717080 | 1 | |
765315 | 1 | |
904725 | 1 | |
1155850 | 1 |
Value | Count | Frequency (%) |
5808200 | 1 | |
5334135 | 1 | |
4953025 | 1 | |
4780455 | 1 | |
4770880 | 1 | |
4137880 | 1 | |
3882065 | 1 | |
3801585 | 1 | |
3658720 | 1 | |
3605750 | 1 |
월별 지류상품권회수액(천원)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 49 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2124895.1 |
Minimum | 692730 |
---|---|
Maximum | 5101120 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 569.0 B |
Quantile statistics
Minimum | 692730 |
---|---|
5-th percentile | 829479 |
Q1 | 1364645 |
median | 1687960 |
Q3 | 2357130 |
95-th percentile | 4630240 |
Maximum | 5101120 |
Range | 4408390 |
Interquartile range (IQR) | 992485 |
Descriptive statistics
Standard deviation | 1241319.9 |
---|---|
Coefficient of variation (CV) | 0.58417938 |
Kurtosis | 0.046895888 |
Mean | 2124895.1 |
Median Absolute Deviation (MAD) | 483525 |
Skewness | 1.1233238 |
Sum | 1.0411986 × 108 |
Variance | 1.5408751 × 1012 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1805115 | 1 | 2.0% |
1298350 | 1 | 2.0% |
1586845 | 1 | 2.0% |
1459055 | 1 | 2.0% |
1486200 | 1 | 2.0% |
1365110 | 1 | 2.0% |
1560995 | 1 | 2.0% |
2013185 | 1 | 2.0% |
1390945 | 1 | 2.0% |
1364645 | 1 | 2.0% |
Other values (39) | 39 |
Value | Count | Frequency (%) |
692730 | 1 | |
802850 | 1 | |
806225 | 1 | |
864360 | 1 | |
872050 | 1 | |
914195 | 1 | |
935360 | 1 | |
1034285 | 1 | |
1053955 | 1 | |
1079065 | 1 |
Value | Count | Frequency (%) |
5101120 | 1 | |
4683160 | 1 | |
4639920 | 1 | |
4615720 | 1 | |
4492495 | 1 | |
4446415 | 1 | |
4129395 | 1 | |
3990520 | 1 | |
3813405 | 1 | |
3310620 | 1 |
시작일자 | 종료일자 | 월별 카드발행수량 | 월별 카드충전액(천원) | 월별 카드사용액(천원) | 월별 지류상품권판매액(천원) | 월별 지류상품권회수액(천원) | |
---|---|---|---|---|---|---|---|
시작일자 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
종료일자 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
월별 카드발행수량 | 1.000 | 1.000 | 1.000 | 0.677 | 0.507 | 0.630 | 0.431 |
월별 카드충전액(천원) | 1.000 | 1.000 | 0.677 | 1.000 | 0.902 | 0.861 | 0.693 |
월별 카드사용액(천원) | 1.000 | 1.000 | 0.507 | 0.902 | 1.000 | 0.649 | 0.594 |
월별 지류상품권판매액(천원) | 1.000 | 1.000 | 0.630 | 0.861 | 0.649 | 1.000 | 0.875 |
월별 지류상품권회수액(천원) | 1.000 | 1.000 | 0.431 | 0.693 | 0.594 | 0.875 | 1.000 |
월별 카드발행수량 | 월별 카드충전액(천원) | 월별 카드사용액(천원) | 월별 지류상품권판매액(천원) | 월별 지류상품권회수액(천원) | |
---|---|---|---|---|---|
월별 카드발행수량 | 1.000 | 0.260 | 0.148 | 0.322 | 0.488 |
월별 카드충전액(천원) | 0.260 | 1.000 | 0.837 | -0.497 | -0.440 |
월별 카드사용액(천원) | 0.148 | 0.837 | 1.000 | -0.619 | -0.529 |
월별 지류상품권판매액(천원) | 0.322 | -0.497 | -0.619 | 1.000 | 0.877 |
월별 지류상품권회수액(천원) | 0.488 | -0.440 | -0.529 | 0.877 | 1.000 |
시군명 | 시작일자 | 종료일자 | 월별 카드발행수량 | 월별 카드충전액(천원) | 월별 카드사용액(천원) | 월별 지류상품권판매액(천원) | 월별 지류상품권회수액(천원) | |
---|---|---|---|---|---|---|---|---|
0 | 평택시 | 2020-01-01 | 2020-01-31 | 256 | 59712 | 502911 | 3015560 | 1805115 |
1 | 평택시 | 2020-02-01 | 2020-02-29 | 67 | 23760 | 203131 | 1719960 | 1549775 |
2 | 평택시 | 2020-03-01 | 2020-03-31 | 55 | 18000 | 130667 | 3444905 | 2154005 |
3 | 평택시 | 2020-04-01 | 2020-04-30 | 1966 | 2586117 | 577359 | 3262100 | 1687960 |
4 | 평택시 | 2020-05-01 | 2020-05-31 | 24071 | 25337565 | 1768949 | 2700130 | 2102730 |
5 | 평택시 | 2020-06-01 | 2020-06-30 | 6075 | 5099945 | 1834371 | 3605750 | 3310620 |
6 | 평택시 | 2020-07-01 | 2020-07-31 | 7901 | 4603556 | 3150905 | 4770880 | 3990520 |
7 | 평택시 | 2020-08-01 | 2020-08-31 | 3755 | 2857550 | 2905083 | 3658720 | 5101120 |
8 | 평택시 | 2020-09-01 | 2020-09-30 | 13822 | 6133641 | 4846441 | 5808200 | 4492495 |
9 | 평택시 | 2020-10-01 | 2020-10-31 | 6037 | 6531356 | 5954365 | 3882065 | 4683160 |
시군명 | 시작일자 | 종료일자 | 월별 카드발행수량 | 월별 카드충전액(천원) | 월별 카드사용액(천원) | 월별 지류상품권판매액(천원) | 월별 지류상품권회수액(천원) | |
---|---|---|---|---|---|---|---|---|
39 | 평택시 | 2023-04-01 | 2023-04-30 | 43823 | 11597633 | 11792756 | 717080 | 1079065 |
40 | 평택시 | 2023-05-01 | 2023-05-31 | 8229 | 11962116 | 12914251 | 765315 | 1053955 |
41 | 평택시 | 2023-06-01 | 2023-06-30 | 3605 | 11714874 | 12180674 | 639960 | 864360 |
42 | 평택시 | 2023-07-01 | 2023-07-31 | 2492 | 11218375 | 11703693 | 575070 | 872050 |
43 | 평택시 | 2023-08-01 | 2023-08-31 | 2535 | 10391575 | 10606054 | 602560 | 806225 |
44 | 평택시 | 2023-09-01 | 2023-09-30 | 3627 | 13561730 | 12032013 | 1532090 | 1034285 |
45 | 평택시 | 2023-10-01 | 2023-10-31 | 3253 | 12365235 | 12181145 | 602460 | 935360 |
46 | 평택시 | 2023-11-01 | 2023-11-30 | 2442 | 11549369 | 11454576 | 583360 | 914195 |
47 | 평택시 | 2023-12-01 | 2023-12-31 | 2634 | 11820660 | 11588758 | 612060 | 692730 |
48 | 평택시 | 2024-01-01 | 2024-01-31 | 3332 | 10590657 | 11335597 | 1399010 | 802850 |