Dataset statistics
Number of variables | 5 |
---|---|
Number of observations | 36 |
Missing cells | 72 |
Missing cells (%) | 40.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 1.7 KiB |
Average record size in memory | 47.7 B |
Variable types
Numeric | 2 |
---|---|
DateTime | 1 |
Unsupported | 2 |
Dataset
Description | 2019년부터 2021년까지 3년간 치과의원에서 인천e음 카드로 결제된 결제액에 대한 월별 데이터를 붙임과 같이 공개하고자 함. |
---|---|
Author | 인천광역시 |
URL | https://data.incheon.go.kr/findData/publicDataDetail?dataId=15103378&srcSe=7661IVAWM27C61E190 |
연번 is highly overall correlated with 인천e음 결제액(치과의원) | High correlation |
인천e음 결제액(치과의원) is highly overall correlated with 연번 | High correlation |
Unnamed: 3 has 36 (100.0%) missing values | Missing |
Unnamed: 4 has 36 (100.0%) missing values | Missing |
연번 has unique values | Unique |
해당년월 has unique values | Unique |
인천e음 결제액(치과의원) has unique values | Unique |
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 | 2024-01-28 16:46:03.593713 |
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Analysis finished | 2024-01-28 16:46:04.327425 |
Duration | 0.73 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
연번
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 36 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 18.5 |
Minimum | 1 |
---|---|
Maximum | 36 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 456.0 B |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 2.75 |
Q1 | 9.75 |
median | 18.5 |
Q3 | 27.25 |
95-th percentile | 34.25 |
Maximum | 36 |
Range | 35 |
Interquartile range (IQR) | 17.5 |
Descriptive statistics
Standard deviation | 10.535654 |
---|---|
Coefficient of variation (CV) | 0.5694948 |
Kurtosis | -1.2 |
Mean | 18.5 |
Median Absolute Deviation (MAD) | 9 |
Skewness | 0 |
Sum | 666 |
Variance | 111 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
1 | 1 | 2.8% |
20 | 1 | 2.8% |
22 | 1 | 2.8% |
23 | 1 | 2.8% |
24 | 1 | 2.8% |
25 | 1 | 2.8% |
26 | 1 | 2.8% |
27 | 1 | 2.8% |
28 | 1 | 2.8% |
29 | 1 | 2.8% |
Other values (26) | 26 |
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 (%) |
36 | 1 | |
35 | 1 | |
34 | 1 | |
33 | 1 | |
32 | 1 | |
31 | 1 | |
30 | 1 | |
29 | 1 | |
28 | 1 | |
27 | 1 |
해당년월
Date
UNIQUE
 
Distinct | 36 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 420.0 B |
Minimum | 2019-01-01 00:00:00 |
---|---|
Maximum | 2021-12-01 00:00:00 |
인천e음 결제액(치과의원)
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 36 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 5.0698169 × 109 |
Minimum | 872600 |
---|---|
Maximum | 1.0551274 × 1010 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 456.0 B |
Quantile statistics
Minimum | 872600 |
---|---|
5-th percentile | 7513725 |
Q1 | 3.0779546 × 109 |
median | 5.5866465 × 109 |
Q3 | 7.0958831 × 109 |
95-th percentile | 7.96697 × 109 |
Maximum | 1.0551274 × 1010 |
Range | 1.0550402 × 1010 |
Interquartile range (IQR) | 4.0179286 × 109 |
Descriptive statistics
Standard deviation | 2.6682811 × 109 |
---|---|
Coefficient of variation (CV) | 0.52630719 |
Kurtosis | -0.29402201 |
Mean | 5.0698169 × 109 |
Median Absolute Deviation (MAD) | 1.5425185 × 109 |
Skewness | -0.5392205 |
Sum | 1.8251341 × 1011 |
Variance | 7.1197239 × 1018 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
872600 | 1 | 2.8% |
5602704407 | 1 | 2.8% |
5570588507 | 1 | 2.8% |
5523904347 | 1 | 2.8% |
6487953192 | 1 | 2.8% |
6196428012 | 1 | 2.8% |
6150607094 | 1 | 2.8% |
7149398496 | 1 | 2.8% |
7108931343 | 1 | 2.8% |
6708828800 | 1 | 2.8% |
Other values (26) | 26 |
Value | Count | Frequency (%) |
872600 | 1 | |
2858400 | 1 | |
9065500 | 1 | |
85402850 | 1 | |
1209855050 | 1 | |
2059876746 | 1 | |
2109276630 | 1 | |
2208457916 | 1 | |
2679274829 | 1 | |
3210847795 | 1 |
Value | Count | Frequency (%) |
10551274137 | 1 | |
9004435677 | 1 | |
7621148144 | 1 | |
7551509538 | 1 | |
7546462970 | 1 | |
7197365388 | 1 | |
7168588205 | 1 | |
7149398496 | 1 | |
7108931343 | 1 | |
7091533702 | 1 |
Unnamed: 3
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 36 |
---|---|
Missing (%) | 100.0% |
Memory size | 456.0 B |
Unnamed: 4
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 36 |
---|---|
Missing (%) | 100.0% |
Memory size | 456.0 B |
연번 | 해당년월 | 인천e음 결제액(치과의원) | |
---|---|---|---|
연번 | 1.000 | 1.000 | 0.860 |
해당년월 | 1.000 | 1.000 | 1.000 |
인천e음 결제액(치과의원) | 0.860 | 1.000 | 1.000 |
연번 | 인천e음 결제액(치과의원) | |
---|---|---|
연번 | 1.000 | 0.828 |
인천e음 결제액(치과의원) | 0.828 | 1.000 |
연번 | 해당년월 | 인천e음 결제액(치과의원) | Unnamed: 3 | Unnamed: 4 | |
---|---|---|---|---|---|
0 | 1 | 2019-01 | 872600 | <NA> | <NA> |
1 | 2 | 2019-02 | 2858400 | <NA> | <NA> |
2 | 3 | 2019-03 | 9065500 | <NA> | <NA> |
3 | 4 | 2019-04 | 85402850 | <NA> | <NA> |
4 | 5 | 2019-05 | 1209855050 | <NA> | <NA> |
5 | 6 | 2019-06 | 3210847795 | <NA> | <NA> |
6 | 7 | 2019-07 | 7551509538 | <NA> | <NA> |
7 | 8 | 2019-08 | 5791036862 | <NA> | <NA> |
8 | 9 | 2019-09 | 5182777643 | <NA> | <NA> |
9 | 10 | 2019-10 | 5548347383 | <NA> | <NA> |
연번 | 해당년월 | 인천e음 결제액(치과의원) | Unnamed: 3 | Unnamed: 4 | |
---|---|---|---|---|---|
26 | 27 | 2021-03 | 7149398496 | <NA> | <NA> |
27 | 28 | 2021-04 | 7108931343 | <NA> | <NA> |
28 | 29 | 2021-05 | 6708828800 | <NA> | <NA> |
29 | 30 | 2021-06 | 7091533702 | <NA> | <NA> |
30 | 31 | 2021-07 | 7546462970 | <NA> | <NA> |
31 | 32 | 2021-08 | 7621148144 | <NA> | <NA> |
32 | 33 | 2021-09 | 7197365388 | <NA> | <NA> |
33 | 34 | 2021-10 | 7168588205 | <NA> | <NA> |
34 | 35 | 2021-11 | 10551274137 | <NA> | <NA> |
35 | 36 | 2021-12 | 9004435677 | <NA> | <NA> |