Dataset statistics
Number of variables | 11 |
---|---|
Number of observations | 330 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 31.4 KiB |
Average record size in memory | 97.4 B |
Variable types
Categorical | 2 |
---|---|
Numeric | 9 |
Dataset
Description | e음카드 군구별_일별_업종별_일별(월단위)_ 결제금액 (지역, 문화,취미,숙박,약국,주유소,유통업,학원)등의 정보를 제공 |
---|---|
Author | 인천광역시 |
URL | https://www.data.go.kr/data/15067973/fileData.do |
문화취미-영화관 is highly overall correlated with 숙박 and 7 other fields | High correlation |
숙박 is highly overall correlated with 문화취미-영화관 and 7 other fields | High correlation |
약국 is highly overall correlated with 문화취미-영화관 and 7 other fields | High correlation |
연료 is highly overall correlated with 문화취미-영화관 and 8 other fields | High correlation |
유통업영리 - 편의점 is highly overall correlated with 문화취미-영화관 and 8 other fields | High correlation |
일반휴게 is highly overall correlated with 문화취미-영화관 and 7 other fields | High correlation |
학원 is highly overall correlated with 문화취미-영화관 and 7 other fields | High correlation |
기타 is highly overall correlated with 문화취미-영화관 and 8 other fields | High correlation |
전체금액 is highly overall correlated with 문화취미-영화관 and 8 other fields | High correlation |
지역 is highly overall correlated with 연료 and 3 other fields | High correlation |
기타 has unique values | Unique |
전체금액 has unique values | Unique |
문화취미-영화관 has 111 (33.6%) zeros | Zeros |
숙박 has 46 (13.9%) zeros | Zeros |
약국 has 31 (9.4%) zeros | Zeros |
연료 has 30 (9.1%) zeros | Zeros |
유통업영리 - 편의점 has 30 (9.1%) zeros | Zeros |
일반휴게 has 30 (9.1%) zeros | Zeros |
학원 has 47 (14.2%) zeros | Zeros |
Reproduction
Analysis started | 2024-03-14 16:18:55.397078 |
---|---|
Analysis finished | 2024-03-14 16:19:17.726691 |
Duration | 22.33 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
일자
Categorical
Distinct | 30 |
---|---|
Distinct (%) | 9.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 2.7 KiB |
2023-11-01 | 11 |
---|---|
2023-11-02 | 11 |
2023-11-03 | 11 |
2023-11-04 | 11 |
2023-11-05 | 11 |
Other values (25) |
Length
Max length | 10 |
---|---|
Median length | 10 |
Mean length | 10 |
Min length | 10 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2023-11-01 |
---|---|
2nd row | 2023-11-02 |
3rd row | 2023-11-03 |
4th row | 2023-11-04 |
5th row | 2023-11-05 |
Common Values
Value | Count | Frequency (%) |
2023-11-01 | 11 | 3.3% |
2023-11-02 | 11 | 3.3% |
2023-11-03 | 11 | 3.3% |
2023-11-04 | 11 | 3.3% |
2023-11-05 | 11 | 3.3% |
2023-11-06 | 11 | 3.3% |
2023-11-07 | 11 | 3.3% |
2023-11-08 | 11 | 3.3% |
2023-11-09 | 11 | 3.3% |
2023-11-10 | 11 | 3.3% |
Other values (20) | 220 |
Length
Value | Count | Frequency (%) |
2023-11-01 | 11 | 3.3% |
2023-11-02 | 11 | 3.3% |
2023-11-29 | 11 | 3.3% |
2023-11-28 | 11 | 3.3% |
2023-11-27 | 11 | 3.3% |
2023-11-26 | 11 | 3.3% |
2023-11-25 | 11 | 3.3% |
2023-11-24 | 11 | 3.3% |
2023-11-23 | 11 | 3.3% |
2023-11-22 | 11 | 3.3% |
Other values (20) | 220 |
지역
Categorical
HIGH CORRELATION
 
Distinct | 11 |
---|---|
Distinct (%) | 3.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 2.7 KiB |
인천광역시 강화군 | |
---|---|
인천광역시 계양구 | |
인천광역시 남동구 | |
인천광역시 동구 | |
인천광역시 미추홀구 | |
Other values (6) |
Length
Max length | 10 |
---|---|
Median length | 9 |
Mean length | 8.1818182 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 인천광역시 강화군 |
---|---|
2nd row | 인천광역시 강화군 |
3rd row | 인천광역시 강화군 |
4th row | 인천광역시 강화군 |
5th row | 인천광역시 강화군 |
Common Values
Value | Count | Frequency (%) |
인천광역시 강화군 | 30 | |
인천광역시 계양구 | 30 | |
인천광역시 남동구 | 30 | |
인천광역시 동구 | 30 | |
인천광역시 미추홀구 | 30 | |
인천광역시 부평구 | 30 | |
인천광역시 서구 | 30 | |
인천광역시 연수구 | 30 | |
인천광역시 옹진군 | 30 | |
인천광역시 중구 | 30 |
Length
Value | Count | Frequency (%) |
인천광역시 | 300 | |
강화군 | 30 | 4.8% |
계양구 | 30 | 4.8% |
남동구 | 30 | 4.8% |
동구 | 30 | 4.8% |
미추홀구 | 30 | 4.8% |
부평구 | 30 | 4.8% |
서구 | 30 | 4.8% |
연수구 | 30 | 4.8% |
옹진군 | 30 | 4.8% |
Other values (2) | 60 | 9.5% |
문화취미-영화관
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 162 |
---|---|
Distinct (%) | 49.1% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 95587.182 |
Minimum | 0 |
---|---|
Maximum | 1176200 |
Zeros | 111 |
Zeros (%) | 33.6% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 3.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 0 |
median | 24750 |
Q3 | 135125 |
95-th percentile | 408325 |
Maximum | 1176200 |
Range | 1176200 |
Interquartile range (IQR) | 135125 |
Descriptive statistics
Standard deviation | 158476.29 |
---|---|
Coefficient of variation (CV) | 1.657924 |
Kurtosis | 13.297006 |
Mean | 95587.182 |
Median Absolute Deviation (MAD) | 24750 |
Skewness | 3.0498681 |
Sum | 31543770 |
Variance | 2.5114734 × 1010 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 111 | |
6000 | 9 | 2.7% |
28000 | 5 | 1.5% |
3000 | 5 | 1.5% |
13000 | 4 | 1.2% |
14000 | 4 | 1.2% |
12000 | 4 | 1.2% |
21000 | 4 | 1.2% |
46000 | 3 | 0.9% |
19000 | 3 | 0.9% |
Other values (152) | 178 |
Value | Count | Frequency (%) |
0 | 111 | |
3000 | 5 | 1.5% |
5000 | 2 | 0.6% |
6000 | 9 | 2.7% |
6500 | 1 | 0.3% |
7000 | 2 | 0.6% |
9000 | 3 | 0.9% |
9500 | 1 | 0.3% |
11000 | 2 | 0.6% |
11500 | 1 | 0.3% |
Value | Count | Frequency (%) |
1176200 | 1 | |
1137750 | 1 | |
760750 | 1 | |
645000 | 1 | |
633250 | 1 | |
595000 | 1 | |
580900 | 1 | |
544000 | 1 | |
534410 | 1 | |
488880 | 1 |
숙박
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 252 |
---|---|
Distinct (%) | 76.4% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 490983.27 |
Minimum | 0 |
---|---|
Maximum | 3538299 |
Zeros | 46 |
Zeros (%) | 13.9% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 3.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 55650 |
median | 318650 |
Q3 | 684750 |
95-th percentile | 1695189.7 |
Maximum | 3538299 |
Range | 3538299 |
Interquartile range (IQR) | 629100 |
Descriptive statistics
Standard deviation | 586148.74 |
---|---|
Coefficient of variation (CV) | 1.1938263 |
Kurtosis | 6.4154554 |
Mean | 490983.27 |
Median Absolute Deviation (MAD) | 283900 |
Skewness | 2.2072015 |
Sum | 1.6202448 × 108 |
Variance | 3.4357034 × 1011 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 46 | 13.9% |
30000 | 4 | 1.2% |
8000 | 4 | 1.2% |
25000 | 3 | 0.9% |
55000 | 3 | 0.9% |
17000 | 3 | 0.9% |
20000 | 3 | 0.9% |
195000 | 2 | 0.6% |
210000 | 2 | 0.6% |
215000 | 2 | 0.6% |
Other values (242) | 258 |
Value | Count | Frequency (%) |
0 | 46 | |
3500 | 1 | 0.3% |
8000 | 4 | 1.2% |
15000 | 2 | 0.6% |
16000 | 1 | 0.3% |
17000 | 3 | 0.9% |
18000 | 1 | 0.3% |
20000 | 3 | 0.9% |
25000 | 3 | 0.9% |
30000 | 4 | 1.2% |
Value | Count | Frequency (%) |
3538299 | 1 | |
3460600 | 1 | |
3277590 | 1 | |
2733510 | 1 | |
2665150 | 1 | |
2425990 | 1 | |
2349350 | 1 | |
2203926 | 1 | |
2149900 | 1 | |
2003800 | 1 |
약국
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 300 |
---|---|
Distinct (%) | 90.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 26174255 |
Minimum | 0 |
---|---|
Maximum | 84470173 |
Zeros | 31 |
Zeros (%) | 9.4% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 3.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 3066626.5 |
median | 16568576 |
Q3 | 48113770 |
95-th percentile | 68621433 |
Maximum | 84470173 |
Range | 84470173 |
Interquartile range (IQR) | 45047144 |
Descriptive statistics
Standard deviation | 25001191 |
---|---|
Coefficient of variation (CV) | 0.95518254 |
Kurtosis | -1.1513567 |
Mean | 26174255 |
Median Absolute Deviation (MAD) | 16487826 |
Skewness | 0.53206312 |
Sum | 8.6375041 × 109 |
Variance | 6.2505957 × 1014 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 31 | 9.4% |
2625200 | 1 | 0.3% |
52572188 | 1 | 0.3% |
52511326 | 1 | 0.3% |
64903965 | 1 | 0.3% |
63935981 | 1 | 0.3% |
35483989 | 1 | 0.3% |
65480160 | 1 | 0.3% |
81620108 | 1 | 0.3% |
11312520 | 1 | 0.3% |
Other values (290) | 290 |
Value | Count | Frequency (%) |
0 | 31 | |
10000 | 1 | 0.3% |
33500 | 1 | 0.3% |
42100 | 1 | 0.3% |
48800 | 1 | 0.3% |
54000 | 1 | 0.3% |
75300 | 1 | 0.3% |
79000 | 1 | 0.3% |
82500 | 1 | 0.3% |
83700 | 1 | 0.3% |
Value | Count | Frequency (%) |
84470173 | 1 | |
81620108 | 1 | |
80988527 | 1 | |
79399532 | 1 | |
77083628 | 1 | |
76892250 | 1 | |
74610320 | 1 | |
73973820 | 1 | |
72818210 | 1 | |
72651931 | 1 |
연료
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 301 |
---|---|
Distinct (%) | 91.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 38352783 |
Minimum | 0 |
---|---|
Maximum | 1.426718 × 108 |
Zeros | 30 |
Zeros (%) | 9.1% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 3.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 9273629.2 |
median | 32735830 |
Q3 | 57860061 |
95-th percentile | 1.0910105 × 108 |
Maximum | 1.426718 × 108 |
Range | 1.426718 × 108 |
Interquartile range (IQR) | 48586432 |
Descriptive statistics
Standard deviation | 33602594 |
---|---|
Coefficient of variation (CV) | 0.87614488 |
Kurtosis | 0.29027769 |
Mean | 38352783 |
Median Absolute Deviation (MAD) | 23935154 |
Skewness | 0.87789821 |
Sum | 1.2656418 × 1010 |
Variance | 1.1291343 × 1015 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 30 | 9.1% |
9632594 | 1 | 0.3% |
109199957 | 1 | 0.3% |
99136583 | 1 | 0.3% |
118764730 | 1 | 0.3% |
118976544 | 1 | 0.3% |
101438417 | 1 | 0.3% |
60512230 | 1 | 0.3% |
95415738 | 1 | 0.3% |
101214491 | 1 | 0.3% |
Other values (291) | 291 |
Value | Count | Frequency (%) |
0 | 30 | |
315700 | 1 | 0.3% |
445000 | 1 | 0.3% |
603200 | 1 | 0.3% |
632720 | 1 | 0.3% |
771500 | 1 | 0.3% |
1085100 | 1 | 0.3% |
1229000 | 1 | 0.3% |
1375319 | 1 | 0.3% |
1375600 | 1 | 0.3% |
Value | Count | Frequency (%) |
142671798 | 1 | |
141890631 | 1 | |
139976782 | 1 | |
135706629 | 1 | |
124545283 | 1 | |
123208455 | 1 | |
122455428 | 1 | |
122007949 | 1 | |
120963562 | 1 | |
118976544 | 1 |
유통업영리 - 편의점
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 301 |
---|---|
Distinct (%) | 91.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 21222672 |
Minimum | 0 |
---|---|
Maximum | 65434200 |
Zeros | 30 |
Zeros (%) | 9.1% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 3.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 2606762.5 |
median | 18694885 |
Q3 | 35017965 |
95-th percentile | 54460796 |
Maximum | 65434200 |
Range | 65434200 |
Interquartile range (IQR) | 32411203 |
Descriptive statistics
Standard deviation | 17905578 |
---|---|
Coefficient of variation (CV) | 0.84370046 |
Kurtosis | -0.89413437 |
Mean | 21222672 |
Median Absolute Deviation (MAD) | 16177855 |
Skewness | 0.40043015 |
Sum | 7.0034818 × 109 |
Variance | 3.2060973 × 1014 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 30 | 9.1% |
2361560 | 1 | 0.3% |
48692370 | 1 | 0.3% |
46460940 | 1 | 0.3% |
49157440 | 1 | 0.3% |
52873120 | 1 | 0.3% |
52288050 | 1 | 0.3% |
36715980 | 1 | 0.3% |
54955230 | 1 | 0.3% |
55197680 | 1 | 0.3% |
Other values (291) | 291 |
Value | Count | Frequency (%) |
0 | 30 | |
533100 | 1 | 0.3% |
627090 | 1 | 0.3% |
849300 | 1 | 0.3% |
877450 | 1 | 0.3% |
903550 | 1 | 0.3% |
947390 | 1 | 0.3% |
970470 | 1 | 0.3% |
1059230 | 1 | 0.3% |
1064850 | 1 | 0.3% |
Value | Count | Frequency (%) |
65434200 | 1 | |
64921890 | 1 | |
62685620 | 1 | |
62492440 | 1 | |
61704980 | 1 | |
60573290 | 1 | |
60502230 | 1 | |
60303950 | 1 | |
59291640 | 1 | |
58420150 | 1 |
일반휴게
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 301 |
---|---|
Distinct (%) | 91.2% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 1.4569968 × 108 |
Minimum | 0 |
---|---|
Maximum | 5.8107314 × 108 |
Zeros | 30 |
Zeros (%) | 9.1% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 3.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 23667204 |
median | 1.386626 × 108 |
Q3 | 2.3466977 × 108 |
95-th percentile | 3.5677681 × 108 |
Maximum | 5.8107314 × 108 |
Range | 5.8107314 × 108 |
Interquartile range (IQR) | 2.1100257 × 108 |
Descriptive statistics
Standard deviation | 1.2398198 × 108 |
---|---|
Coefficient of variation (CV) | 0.85094197 |
Kurtosis | -0.44021969 |
Mean | 1.4569968 × 108 |
Median Absolute Deviation (MAD) | 1.1255558 × 108 |
Skewness | 0.52883415 |
Sum | 4.8080896 × 1010 |
Variance | 1.537153 × 1016 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 30 | 9.1% |
25527559 | 1 | 0.3% |
362613512 | 1 | 0.3% |
365498004 | 1 | 0.3% |
437087027 | 1 | 0.3% |
356233908 | 1 | 0.3% |
290106392 | 1 | 0.3% |
216357617 | 1 | 0.3% |
285379497 | 1 | 0.3% |
261742607 | 1 | 0.3% |
Other values (291) | 291 |
Value | Count | Frequency (%) |
0 | 30 | |
2342445 | 1 | 0.3% |
2591910 | 1 | 0.3% |
2659420 | 1 | 0.3% |
2755708 | 1 | 0.3% |
3046400 | 1 | 0.3% |
3119130 | 1 | 0.3% |
3124000 | 1 | 0.3% |
3148300 | 1 | 0.3% |
3189380 | 1 | 0.3% |
Value | Count | Frequency (%) |
581073144 | 1 | |
517262538 | 1 | |
447763798 | 1 | |
443493609 | 1 | |
437087027 | 1 | |
431730327 | 1 | |
424472676 | 1 | |
420003697 | 1 | |
410811797 | 1 | |
406794743 | 1 |
학원
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 282 |
---|---|
Distinct (%) | 85.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 68486198 |
Minimum | 0 |
---|---|
Maximum | 5.4166463 × 108 |
Zeros | 47 |
Zeros (%) | 14.2% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 3.0 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 0 |
Q1 | 4506212.5 |
median | 29775545 |
Q3 | 1.0724692 × 108 |
95-th percentile | 2.5560507 × 108 |
Maximum | 5.4166463 × 108 |
Range | 5.4166463 × 108 |
Interquartile range (IQR) | 1.027407 × 108 |
Descriptive statistics
Standard deviation | 90112335 |
---|---|
Coefficient of variation (CV) | 1.3157736 |
Kurtosis | 5.0061556 |
Mean | 68486198 |
Median Absolute Deviation (MAD) | 29775545 |
Skewness | 2.0417398 |
Sum | 2.2600445 × 1010 |
Variance | 8.1202329 × 1015 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
0 | 47 | 14.2% |
150000 | 3 | 0.9% |
9949000 | 1 | 0.3% |
299152313 | 1 | 0.3% |
25780700 | 1 | 0.3% |
65180509 | 1 | 0.3% |
185540036 | 1 | 0.3% |
184804670 | 1 | 0.3% |
240213423 | 1 | 0.3% |
57932700 | 1 | 0.3% |
Other values (272) | 272 |
Value | Count | Frequency (%) |
0 | 47 | |
120500 | 1 | 0.3% |
150000 | 3 | 0.9% |
184500 | 1 | 0.3% |
200000 | 1 | 0.3% |
230000 | 1 | 0.3% |
303900 | 1 | 0.3% |
400000 | 1 | 0.3% |
410000 | 1 | 0.3% |
450000 | 1 | 0.3% |
Value | Count | Frequency (%) |
541664627 | 1 | |
453033102 | 1 | |
446468398 | 1 | |
405302349 | 1 | |
404804995 | 1 | |
358240151 | 1 | |
352672213 | 1 | |
339016186 | 1 | |
331742704 | 1 | |
319137957 | 1 |
기타
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 330 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3.6106219 × 108 |
Minimum | 3894930 |
---|---|
Maximum | 1.1096276 × 109 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 3.0 KiB |
Quantile statistics
Minimum | 3894930 |
---|---|
5-th percentile | 6541173.4 |
Q1 | 77881666 |
median | 3.289128 × 108 |
Q3 | 5.8985222 × 108 |
95-th percentile | 8.496396 × 108 |
Maximum | 1.1096276 × 109 |
Range | 1.1057327 × 109 |
Interquartile range (IQR) | 5.1197056 × 108 |
Descriptive statistics
Standard deviation | 2.855295 × 108 |
---|---|
Coefficient of variation (CV) | 0.7908042 |
Kurtosis | -0.94189119 |
Mean | 3.6106219 × 108 |
Median Absolute Deviation (MAD) | 2.5402555 × 108 |
Skewness | 0.43182318 |
Sum | 1.1915052 × 1011 |
Variance | 8.1527094 × 1016 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
47863300 | 1 | 0.3% |
638274990 | 1 | 0.3% |
467424183 | 1 | 0.3% |
520805312 | 1 | 0.3% |
511982941 | 1 | 0.3% |
510495915 | 1 | 0.3% |
470874717 | 1 | 0.3% |
669241562 | 1 | 0.3% |
611641075 | 1 | 0.3% |
524156536 | 1 | 0.3% |
Other values (320) | 320 |
Value | Count | Frequency (%) |
3894930 | 1 | |
4505170 | 1 | |
4703040 | 1 | |
5022080 | 1 | |
5264350 | 1 | |
5345754 | 1 | |
5517500 | 1 | |
5546570 | 1 | |
5833920 | 1 | |
5929720 | 1 |
Value | Count | Frequency (%) |
1109627592 | 1 | |
1100906098 | 1 | |
1050138872 | 1 | |
1037996398 | 1 | |
984855543 | 1 | |
963775185 | 1 | |
954775218 | 1 | |
933454077 | 1 | |
928131295 | 1 | |
901338697 | 1 |
전체금액
Real number (ℝ)
HIGH CORRELATION
  UNIQUE
 
Distinct | 330 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 6.6158436 × 108 |
Minimum | 7701460 |
---|---|
Maximum | 2.0730794 × 109 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 3.0 KiB |
Quantile statistics
Minimum | 7701460 |
---|---|
5-th percentile | 13760975 |
Q1 | 1.3419429 × 108 |
median | 5.952018 × 108 |
Q3 | 1.0909362 × 109 |
95-th percentile | 1.6172044 × 109 |
Maximum | 2.0730794 × 109 |
Range | 2.0653779 × 109 |
Interquartile range (IQR) | 9.5674193 × 108 |
Descriptive statistics
Standard deviation | 5.3976479 × 108 |
---|---|
Coefficient of variation (CV) | 0.81586692 |
Kurtosis | -0.95200436 |
Mean | 6.6158436 × 108 |
Median Absolute Deviation (MAD) | 4.7345397 × 108 |
Skewness | 0.44140717 |
Sum | 2.1832284 × 1011 |
Variance | 2.9134603 × 1017 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
98118213 | 1 | 0.3% |
1155239095 | 1 | 0.3% |
908885368 | 1 | 0.3% |
991685548 | 1 | 0.3% |
986538555 | 1 | 0.3% |
964660501 | 1 | 0.3% |
940953042 | 1 | 0.3% |
1293714995 | 1 | 0.3% |
1187893547 | 1 | 0.3% |
1027314407 | 1 | 0.3% |
Other values (320) | 320 |
Value | Count | Frequency (%) |
7701460 | 1 | |
10000040 | 1 | |
10497280 | 1 | |
11003332 | 1 | |
11445995 | 1 | |
11589540 | 1 | |
11633635 | 1 | |
12061150 | 1 | |
12126140 | 1 | |
12366922 | 1 |
Value | Count | Frequency (%) |
2073079367 | 1 | |
2006156769 | 1 | |
1995761628 | 1 | |
1936534797 | 1 | |
1879653362 | 1 | |
1843191783 | 1 | |
1826617398 | 1 | |
1707069143 | 1 | |
1699866639 | 1 | |
1693150105 | 1 |
일자 | 지역 | 문화취미-영화관 | 숙박 | 약국 | 연료 | 유통업영리 - 편의점 | 일반휴게 | 학원 | 기타 | 전체금액 | |
---|---|---|---|---|---|---|---|---|---|---|---|
일자 | 1.000 | 0.000 | 0.041 | 0.063 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
지역 | 0.000 | 1.000 | 0.544 | 0.543 | 0.777 | 0.852 | 0.856 | 0.771 | 0.563 | 0.821 | 0.831 |
문화취미-영화관 | 0.041 | 0.544 | 1.000 | 0.356 | 0.365 | 0.550 | 0.587 | 0.574 | 0.323 | 0.476 | 0.498 |
숙박 | 0.063 | 0.543 | 0.356 | 1.000 | 0.441 | 0.544 | 0.526 | 0.548 | 0.175 | 0.494 | 0.533 |
약국 | 0.000 | 0.777 | 0.365 | 0.441 | 1.000 | 0.832 | 0.858 | 0.810 | 0.735 | 0.840 | 0.843 |
연료 | 0.000 | 0.852 | 0.550 | 0.544 | 0.832 | 1.000 | 0.945 | 0.938 | 0.756 | 0.910 | 0.941 |
유통업영리 - 편의점 | 0.000 | 0.856 | 0.587 | 0.526 | 0.858 | 0.945 | 1.000 | 0.910 | 0.755 | 0.902 | 0.943 |
일반휴게 | 0.000 | 0.771 | 0.574 | 0.548 | 0.810 | 0.938 | 0.910 | 1.000 | 0.672 | 0.922 | 0.931 |
학원 | 0.000 | 0.563 | 0.323 | 0.175 | 0.735 | 0.756 | 0.755 | 0.672 | 1.000 | 0.702 | 0.782 |
기타 | 0.000 | 0.821 | 0.476 | 0.494 | 0.840 | 0.910 | 0.902 | 0.922 | 0.702 | 1.000 | 0.970 |
전체금액 | 0.000 | 0.831 | 0.498 | 0.533 | 0.843 | 0.941 | 0.943 | 0.931 | 0.782 | 0.970 | 1.000 |
일자 | 지역 | |
---|---|---|
일자 | 1.000 | 0.000 |
지역 | 0.000 | 1.000 |
문화취미-영화관 | 숙박 | 약국 | 연료 | 유통업영리 - 편의점 | 일반휴게 | 학원 | 기타 | 전체금액 | 일자 | 지역 | |
---|---|---|---|---|---|---|---|---|---|---|---|
문화취미-영화관 | 1.000 | 0.582 | 0.524 | 0.694 | 0.675 | 0.693 | 0.531 | 0.569 | 0.600 | 0.000 | 0.292 |
숙박 | 0.582 | 1.000 | 0.569 | 0.701 | 0.653 | 0.737 | 0.576 | 0.620 | 0.639 | 0.015 | 0.281 |
약국 | 0.524 | 0.569 | 1.000 | 0.862 | 0.901 | 0.829 | 0.921 | 0.858 | 0.873 | 0.000 | 0.473 |
연료 | 0.694 | 0.701 | 0.862 | 1.000 | 0.953 | 0.970 | 0.864 | 0.906 | 0.930 | 0.000 | 0.581 |
유통업영리 - 편의점 | 0.675 | 0.653 | 0.901 | 0.953 | 1.000 | 0.950 | 0.856 | 0.901 | 0.920 | 0.000 | 0.588 |
일반휴게 | 0.693 | 0.737 | 0.829 | 0.970 | 0.950 | 1.000 | 0.799 | 0.910 | 0.923 | 0.000 | 0.465 |
학원 | 0.531 | 0.576 | 0.921 | 0.864 | 0.856 | 0.799 | 1.000 | 0.812 | 0.856 | 0.000 | 0.279 |
기타 | 0.569 | 0.620 | 0.858 | 0.906 | 0.901 | 0.910 | 0.812 | 1.000 | 0.992 | 0.000 | 0.532 |
전체금액 | 0.600 | 0.639 | 0.873 | 0.930 | 0.920 | 0.923 | 0.856 | 0.992 | 1.000 | 0.000 | 0.547 |
일자 | 0.000 | 0.015 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 |
지역 | 0.292 | 0.281 | 0.473 | 0.581 | 0.588 | 0.465 | 0.279 | 0.532 | 0.547 | 0.000 | 1.000 |
일자 | 지역 | 문화취미-영화관 | 숙박 | 약국 | 연료 | 유통업영리 - 편의점 | 일반휴게 | 학원 | 기타 | 전체금액 | |
---|---|---|---|---|---|---|---|---|---|---|---|
0 | 2023-11-01 | 인천광역시 강화군 | 28000 | 131000 | 2625200 | 9632594 | 2361560 | 25527559 | 9949000 | 47863300 | 98118213 |
1 | 2023-11-02 | 인천광역시 강화군 | 21000 | 162300 | 4037200 | 10893484 | 2521090 | 32925006 | 7569000 | 54776870 | 112905950 |
2 | 2023-11-03 | 인천광역시 강화군 | 13000 | 296000 | 4425170 | 9719583 | 2912120 | 32718620 | 6519500 | 61095427 | 117699420 |
3 | 2023-11-04 | 인천광역시 강화군 | 0 | 116000 | 2082370 | 9834731 | 3664920 | 50664140 | 6459300 | 80092475 | 152913936 |
4 | 2023-11-05 | 인천광역시 강화군 | 46000 | 18000 | 311600 | 5511171 | 2722160 | 34159640 | 3208700 | 44194580 | 90171851 |
5 | 2023-11-06 | 인천광역시 강화군 | 46000 | 8000 | 3060972 | 7568290 | 2287610 | 21841140 | 10057100 | 41552100 | 86421212 |
6 | 2023-11-07 | 인천광역시 강화군 | 6000 | 61000 | 3382880 | 11350565 | 2433960 | 24846680 | 9349700 | 54461360 | 105892145 |
7 | 2023-11-08 | 인천광역시 강화군 | 28000 | 43750 | 2808590 | 9891289 | 2664790 | 26470130 | 7695500 | 51149986 | 100752035 |
8 | 2023-11-09 | 인천광역시 강화군 | 14000 | 77500 | 2938590 | 10407709 | 2492210 | 28523010 | 4530000 | 52754404 | 101737423 |
9 | 2023-11-10 | 인천광역시 강화군 | 6000 | 82000 | 3962920 | 10093453 | 2978460 | 27498930 | 5940600 | 67337987 | 117900350 |
일자 | 지역 | 문화취미-영화관 | 숙박 | 약국 | 연료 | 유통업영리 - 편의점 | 일반휴게 | 학원 | 기타 | 전체금액 | |
---|---|---|---|---|---|---|---|---|---|---|---|
320 | 2023-11-21 | 기타 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 163202507 | 163202507 |
321 | 2023-11-22 | 기타 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 87382989 | 87382989 |
322 | 2023-11-23 | 기타 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 160564819 | 160564819 |
323 | 2023-11-24 | 기타 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 163990270 | 163990270 |
324 | 2023-11-25 | 기타 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 158861722 | 158861722 |
325 | 2023-11-26 | 기타 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 84118930 | 84118930 |
326 | 2023-11-27 | 기타 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 138142836 | 138142836 |
327 | 2023-11-28 | 기타 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 118304493 | 118304493 |
328 | 2023-11-29 | 기타 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 121218698 | 121218698 |
329 | 2023-11-30 | 기타 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 119426513 | 119426513 |