Dataset statistics
Number of variables | 18 |
---|---|
Number of observations | 200 |
Missing cells | 1200 |
Missing cells (%) | 33.3% |
Duplicate rows | 1 |
Duplicate rows (%) | 0.5% |
Total size in memory | 31.2 KiB |
Average record size in memory | 159.7 B |
Variable types
Categorical | 8 |
---|---|
Unsupported | 6 |
DateTime | 1 |
Numeric | 3 |
Dataset
Description | Sample |
---|---|
Author | (주)넥스트이지 |
URL | https://www.bigdata-telecom.kr/invoke/SOKBP2603/?goodsCode=NXETRRSRTPRCH0000000 |
관광지위도X좌표 has constant value "" | Constant |
관광지경도Y좌표 has constant value "" | Constant |
이용자성별코드 has constant value "" | Constant |
Dataset has 1 (0.5%) duplicate rows | Duplicates |
성인인원갯수 is highly overall correlated with 총금액 | High correlation |
총금액 is highly overall correlated with 성인인원갯수 and 1 other fields | High correlation |
관광지금액 is highly overall correlated with 총금액 and 1 other fields | High correlation |
관광지명 is highly overall correlated with 관광지금액 | High correlation |
이용시작일자 is highly overall correlated with 결제수단명 | High correlation |
결제수단명 is highly overall correlated with 이용시작일자 | High correlation |
소아인원갯수 is highly imbalanced (59.4%) | Imbalance |
관광지지역명 has 200 (100.0%) missing values | Missing |
접속장치명 has 200 (100.0%) missing values | Missing |
관광지주소 has 200 (100.0%) missing values | Missing |
관광지유형명 has 200 (100.0%) missing values | Missing |
이용자연령대코드 has 200 (100.0%) missing values | Missing |
이용자광역시도코드 has 200 (100.0%) missing values | Missing |
관광지지역명 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
접속장치명 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
관광지주소 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
관광지유형명 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
이용자연령대코드 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
이용자광역시도코드 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
성인인원갯수 has 3 (1.5%) zeros | Zeros |
Reproduction
Analysis started | 2023-12-10 06:30:12.701621 |
---|---|
Analysis finished | 2023-12-10 06:30:17.553043 |
Duration | 4.85 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
관광지명
Categorical
HIGH CORRELATION
 
Distinct | 49 |
---|---|
Distinct (%) | 24.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.7 KiB |
카멜리아힐 - 입장권 | |
---|---|
휴애리 - 관람 | |
에코랜드-입장권 | 11 |
한림공원 - 입장권 | 10 |
헬로키티아일랜드 | 8 |
Other values (44) |
Length
Max length | 30 |
---|---|
Median length | 19 |
Mean length | 11.02 |
Min length | 5 |
Unique
Unique | 18 ? |
---|---|
Unique (%) | 9.0% |
Sample
1st row | 카멜리아힐 - 입장권 |
---|---|
2nd row | 헬로키티아일랜드 |
3rd row | 방림원-감귤체험(관람+체험1kg) |
4th row | 카멜리아힐 - 입장권 |
5th row | 제주워터서커스-관람권 |
Common Values
Value | Count | Frequency (%) |
카멜리아힐 - 입장권 | 39 | |
휴애리 - 관람 | 20 | 10.0% |
에코랜드-입장권 | 11 | 5.5% |
한림공원 - 입장권 | 10 | 5.0% |
헬로키티아일랜드 | 8 | 4.0% |
여미지식물원-입장료 | 8 | 4.0% |
아쿠아플라넷 제주-종합권 | 6 | 3.0% |
제주항공우주박물관-입장권 | 6 | 3.0% |
서귀포잠수함-탑승권 | 6 | 3.0% |
제주테마조각공원 - 러브랜드 입장권 | 6 | 3.0% |
Other values (39) | 80 |
Length
Value | Count | Frequency (%) |
100 | ||
입장권 | 70 | |
카멜리아힐 | 39 | 9.0% |
휴애리 | 20 | 4.6% |
관람 | 20 | 4.6% |
에코랜드-입장권 | 11 | 2.5% |
한림공원 | 10 | 2.3% |
헬로키티아일랜드 | 8 | 1.8% |
여미지식물원-입장료 | 8 | 1.8% |
아쿠아플라넷 | 6 | 1.4% |
Other values (60) | 143 |
관광지지역명
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 200 |
---|---|
Missing (%) | 100.0% |
Memory size | 1.9 KiB |
접속장치명
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 200 |
---|---|
Missing (%) | 100.0% |
Memory size | 1.9 KiB |
구매일시
Date
Distinct | 136 |
---|---|
Distinct (%) | 68.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.7 KiB |
Minimum | 2019-11-06 12:30:52 |
---|---|
Maximum | 2019-12-23 19:47:00 |
성인인원갯수
Real number (ℝ)
HIGH CORRELATION
  ZEROS
 
Distinct | 12 |
---|---|
Distinct (%) | 6.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 2.86 |
Minimum | 0 |
---|---|
Maximum | 11 |
Zeros | 3 |
Zeros (%) | 1.5% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.9 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 1 |
Q1 | 2 |
median | 2 |
Q3 | 3 |
95-th percentile | 7 |
Maximum | 11 |
Range | 11 |
Interquartile range (IQR) | 1 |
Descriptive statistics
Standard deviation | 2.0546308 |
---|---|
Coefficient of variation (CV) | 0.71840236 |
Kurtosis | 4.6563943 |
Mean | 2.86 |
Median Absolute Deviation (MAD) | 0 |
Skewness | 2.0759571 |
Sum | 572 |
Variance | 4.2215075 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2 | 106 | |
1 | 25 | 12.5% |
4 | 18 | 9.0% |
3 | 17 | 8.5% |
5 | 13 | 6.5% |
7 | 5 | 2.5% |
6 | 4 | 2.0% |
10 | 3 | 1.5% |
11 | 3 | 1.5% |
0 | 3 | 1.5% |
Other values (2) | 3 | 1.5% |
Value | Count | Frequency (%) |
0 | 3 | 1.5% |
1 | 25 | 12.5% |
2 | 106 | |
3 | 17 | 8.5% |
4 | 18 | 9.0% |
5 | 13 | 6.5% |
6 | 4 | 2.0% |
7 | 5 | 2.5% |
8 | 2 | 1.0% |
9 | 1 | 0.5% |
Value | Count | Frequency (%) |
11 | 3 | 1.5% |
10 | 3 | 1.5% |
9 | 1 | 0.5% |
8 | 2 | 1.0% |
7 | 5 | 2.5% |
6 | 4 | 2.0% |
5 | 13 | 6.5% |
4 | 18 | 9.0% |
3 | 17 | 8.5% |
2 | 106 |
소아인원갯수
Categorical
IMBALANCE
 
Distinct | 4 |
---|---|
Distinct (%) | 2.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.7 KiB |
0 | |
---|---|
1 | |
2 | 11 |
3 | 1 |
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 1 ? |
---|---|
Unique (%) | 0.5% |
Sample
1st row | 0 |
---|---|
2nd row | 0 |
3rd row | 0 |
4th row | 1 |
5th row | 1 |
Common Values
Value | Count | Frequency (%) |
0 | 168 | |
1 | 20 | 10.0% |
2 | 11 | 5.5% |
3 | 1 | 0.5% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 168 | |
1 | 20 | 10.0% |
2 | 11 | 5.5% |
3 | 1 | 0.5% |
유아인원갯수
Categorical
Distinct | 3 |
---|---|
Distinct (%) | 1.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.7 KiB |
0 | |
---|---|
1 | |
2 |
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 0 |
---|---|
2nd row | 2 |
3rd row | 2 |
4th row | 0 |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
0 | 138 | |
1 | 36 | 18.0% |
2 | 26 | 13.0% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 138 | |
1 | 36 | 18.0% |
2 | 26 | 13.0% |
이용시작일자
Categorical
HIGH CORRELATION
 
Distinct | 4 |
---|---|
Distinct (%) | 2.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.7 KiB |
20191223 | |
---|---|
20191207 | |
20191213 | |
20191215 |
Length
Max length | 8 |
---|---|
Median length | 8 |
Mean length | 8 |
Min length | 8 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 20191207 |
---|---|
2nd row | 20191207 |
3rd row | 20191207 |
4th row | 20191207 |
5th row | 20191207 |
Common Values
Value | Count | Frequency (%) |
20191223 | 85 | |
20191207 | 44 | |
20191213 | 39 | |
20191215 | 32 | 16.0% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
20191223 | 85 | |
20191207 | 44 | |
20191213 | 39 | |
20191215 | 32 | 16.0% |
결제수단명
Categorical
HIGH CORRELATION
 
Distinct | 2 |
---|---|
Distinct (%) | 1.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.7 KiB |
카드 | |
---|---|
신용카드 |
Length
Max length | 4 |
---|---|
Median length | 2 |
Mean length | 2.39 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 카드 |
---|---|
2nd row | 카드 |
3rd row | 카드 |
4th row | 카드 |
5th row | 카드 |
Common Values
Value | Count | Frequency (%) |
카드 | 161 | |
신용카드 | 39 | 19.5% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
카드 | 161 | |
신용카드 | 39 | 19.5% |
총금액
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 102 |
---|---|
Distinct (%) | 51.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 41503.5 |
Minimum | 8400 |
---|---|
Maximum | 336000 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.9 KiB |
Quantile statistics
Minimum | 8400 |
---|---|
5-th percentile | 11690 |
Q1 | 19000 |
median | 28100 |
Q3 | 45700 |
95-th percentile | 106755 |
Maximum | 336000 |
Range | 327600 |
Interquartile range (IQR) | 26700 |
Descriptive statistics
Standard deviation | 41389.833 |
---|---|
Coefficient of variation (CV) | 0.99726128 |
Kurtosis | 16.053791 |
Mean | 41503.5 |
Median Absolute Deviation (MAD) | 10500 |
Skewness | 3.3951721 |
Sum | 8300700 |
Variance | 1.7131183 × 109 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
13000 | 14 | 7.0% |
23400 | 10 | 5.0% |
19000 | 7 | 3.5% |
17600 | 6 | 3.0% |
45600 | 5 | 2.5% |
34000 | 5 | 2.5% |
23000 | 5 | 2.5% |
26000 | 4 | 2.0% |
35100 | 4 | 2.0% |
55800 | 4 | 2.0% |
Other values (92) | 136 |
Value | Count | Frequency (%) |
8400 | 1 | 0.5% |
8600 | 1 | 0.5% |
8800 | 1 | 0.5% |
9000 | 2 | |
10700 | 1 | 0.5% |
11250 | 1 | 0.5% |
11500 | 3 | |
11700 | 1 | 0.5% |
12500 | 2 | |
12600 | 2 |
Value | Count | Frequency (%) |
336000 | 1 | |
223200 | 1 | |
210000 | 1 | |
187000 | 1 | |
168000 | 1 | |
162000 | 2 | |
125000 | 1 | |
112000 | 1 | |
111600 | 1 | |
106500 | 2 |
관광지주소
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 200 |
---|---|
Missing (%) | 100.0% |
Memory size | 1.9 KiB |
관광지위도X좌표
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.7 KiB |
0 |
---|
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 0 |
---|---|
2nd row | 0 |
3rd row | 0 |
4th row | 0 |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
0 | 200 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 200 |
관광지경도Y좌표
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.7 KiB |
0 |
---|
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 0 |
---|---|
2nd row | 0 |
3rd row | 0 |
4th row | 0 |
5th row | 0 |
Common Values
Value | Count | Frequency (%) |
0 | 200 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
0 | 200 |
관광지유형명
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 200 |
---|---|
Missing (%) | 100.0% |
Memory size | 1.9 KiB |
관광지금액
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 39 |
---|---|
Distinct (%) | 19.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 12930.75 |
Minimum | 2250 |
---|---|
Maximum | 56000 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 1.9 KiB |
Quantile statistics
Minimum | 2250 |
---|---|
5-th percentile | 6500 |
Q1 | 6950 |
median | 9700 |
Q3 | 12200 |
95-th percentile | 35430 |
Maximum | 56000 |
Range | 53750 |
Interquartile range (IQR) | 5250 |
Descriptive statistics
Standard deviation | 10260.093 |
---|---|
Coefficient of variation (CV) | 0.79346467 |
Kurtosis | 7.0362334 |
Mean | 12930.75 |
Median Absolute Deviation (MAD) | 2500 |
Skewness | 2.6815759 |
Sum | 2586150 |
Variance | 1.0526951 × 108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
6500 | 41 | |
11700 | 20 | 10.0% |
12200 | 11 | 5.5% |
12500 | 11 | 5.5% |
8800 | 10 | 5.0% |
11400 | 10 | 5.0% |
9000 | 9 | 4.5% |
9500 | 9 | 4.5% |
9250 | 8 | 4.0% |
9900 | 7 | 3.5% |
Other values (29) | 64 |
Value | Count | Frequency (%) |
2250 | 1 | 0.5% |
4200 | 3 | 1.5% |
4300 | 1 | 0.5% |
4500 | 2 | 1.0% |
5000 | 1 | 0.5% |
6500 | 41 | |
6800 | 1 | 0.5% |
7000 | 2 | 1.0% |
8000 | 3 | 1.5% |
8500 | 1 | 0.5% |
Value | Count | Frequency (%) |
56000 | 3 | |
48000 | 6 | |
43600 | 1 | 0.5% |
35000 | 2 | 1.0% |
34000 | 1 | 0.5% |
31500 | 1 | 0.5% |
27900 | 6 | |
25000 | 1 | 0.5% |
23000 | 3 | |
22000 | 1 | 0.5% |
이용자연령대코드
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 200 |
---|---|
Missing (%) | 100.0% |
Memory size | 1.9 KiB |
이용자성별코드
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | 0.5% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 1.7 KiB |
3 |
---|
Length
Max length | 1 |
---|---|
Median length | 1 |
Mean length | 1 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 3 |
---|---|
2nd row | 3 |
3rd row | 3 |
4th row | 3 |
5th row | 3 |
Common Values
Value | Count | Frequency (%) |
3 | 200 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
3 | 200 |
이용자광역시도코드
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 200 |
---|---|
Missing (%) | 100.0% |
Memory size | 1.9 KiB |
관광지명 | 성인인원갯수 | 소아인원갯수 | 유아인원갯수 | 이용시작일자 | 결제수단명 | 총금액 | 관광지금액 | |
---|---|---|---|---|---|---|---|---|
관광지명 | 1.000 | 0.364 | 0.678 | 0.767 | 0.472 | 0.000 | 0.712 | 1.000 |
성인인원갯수 | 0.364 | 1.000 | 0.340 | 0.278 | 0.176 | 0.000 | 0.521 | 0.000 |
소아인원갯수 | 0.678 | 0.340 | 1.000 | 0.009 | 0.184 | 0.000 | 0.631 | 0.490 |
유아인원갯수 | 0.767 | 0.278 | 0.009 | 1.000 | 0.147 | 0.000 | 0.434 | 0.063 |
이용시작일자 | 0.472 | 0.176 | 0.184 | 0.147 | 1.000 | 0.772 | 0.167 | 0.000 |
결제수단명 | 0.000 | 0.000 | 0.000 | 0.000 | 0.772 | 1.000 | 0.000 | 0.000 |
총금액 | 0.712 | 0.521 | 0.631 | 0.434 | 0.167 | 0.000 | 1.000 | 0.696 |
관광지금액 | 1.000 | 0.000 | 0.490 | 0.063 | 0.000 | 0.000 | 0.696 | 1.000 |
소아인원갯수 | 유아인원갯수 | 결제수단명 | 이용시작일자 | 관광지명 | |
---|---|---|---|---|---|
소아인원갯수 | 1.000 | 0.000 | 0.000 | 0.073 | 0.359 |
유아인원갯수 | 0.000 | 1.000 | 0.000 | 0.138 | 0.468 |
결제수단명 | 0.000 | 0.000 | 1.000 | 0.561 | 0.000 |
이용시작일자 | 0.073 | 0.138 | 0.561 | 1.000 | 0.221 |
관광지명 | 0.359 | 0.468 | 0.000 | 0.221 | 1.000 |
성인인원갯수 | 총금액 | 관광지금액 | 관광지명 | 소아인원갯수 | 유아인원갯수 | 이용시작일자 | 결제수단명 | |
---|---|---|---|---|---|---|---|---|
성인인원갯수 | 1.000 | 0.554 | -0.163 | 0.112 | 0.205 | 0.169 | 0.103 | 0.000 |
총금액 | 0.554 | 1.000 | 0.589 | 0.319 | 0.320 | 0.303 | 0.076 | 0.000 |
관광지금액 | -0.163 | 0.589 | 1.000 | 0.891 | 0.309 | 0.041 | 0.000 | 0.000 |
관광지명 | 0.112 | 0.319 | 0.891 | 1.000 | 0.359 | 0.468 | 0.221 | 0.000 |
소아인원갯수 | 0.205 | 0.320 | 0.309 | 0.359 | 1.000 | 0.000 | 0.073 | 0.000 |
유아인원갯수 | 0.169 | 0.303 | 0.041 | 0.468 | 0.000 | 1.000 | 0.138 | 0.000 |
이용시작일자 | 0.103 | 0.076 | 0.000 | 0.221 | 0.073 | 0.138 | 1.000 | 0.561 |
결제수단명 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.561 | 1.000 |
관광지명 | 관광지지역명 | 접속장치명 | 구매일시 | 성인인원갯수 | 소아인원갯수 | 유아인원갯수 | 이용시작일자 | 결제수단명 | 총금액 | 관광지주소 | 관광지위도X좌표 | 관광지경도Y좌표 | 관광지유형명 | 관광지금액 | 이용자연령대코드 | 이용자성별코드 | 이용자광역시도코드 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 카멜리아힐 - 입장권 | <NA> | <NA> | 2019-12-06 19:54:51 | 2 | 0 | 0 | 20191207 | 카드 | 13000 | <NA> | 0 | 0 | <NA> | 6500 | <NA> | 3 | <NA> |
1 | 헬로키티아일랜드 | <NA> | <NA> | 2019-12-07 06:37:13 | 1 | 0 | 2 | 20191207 | 카드 | 31500 | <NA> | 0 | 0 | <NA> | 12500 | <NA> | 3 | <NA> |
2 | 방림원-감귤체험(관람+체험1kg) | <NA> | <NA> | 2019-12-03 14:25:23 | 4 | 0 | 2 | 20191207 | 카드 | 71400 | <NA> | 0 | 0 | <NA> | 12900 | <NA> | 3 | <NA> |
3 | 카멜리아힐 - 입장권 | <NA> | <NA> | 2019-12-06 09:34:09 | 10 | 1 | 0 | 20191207 | 카드 | 70000 | <NA> | 0 | 0 | <NA> | 6500 | <NA> | 3 | <NA> |
4 | 제주워터서커스-관람권 | <NA> | <NA> | 2019-11-30 19:15:35 | 2 | 1 | 0 | 20191207 | 카드 | 34000 | <NA> | 0 | 0 | <NA> | 12000 | <NA> | 3 | <NA> |
5 | 본태박물관-입장권 | <NA> | <NA> | 2019-12-06 08:05:27 | 3 | 0 | 2 | 20191207 | 카드 | 71000 | <NA> | 0 | 0 | <NA> | 17000 | <NA> | 3 | <NA> |
6 | 에코랜드-입장권 | <NA> | <NA> | 2019-11-30 19:15:35 | 2 | 1 | 0 | 20191207 | 카드 | 35100 | <NA> | 0 | 0 | <NA> | 12200 | <NA> | 3 | <NA> |
7 | 휴애리 - 관람 | <NA> | <NA> | 2019-12-06 07:54:14 | 2 | 0 | 1 | 20191207 | 카드 | 32400 | <NA> | 0 | 0 | <NA> | 11700 | <NA> | 3 | <NA> |
8 | 휴애리 - 관람 | <NA> | <NA> | 2019-12-06 14:19:17 | 1 | 0 | 0 | 20191207 | 카드 | 11700 | <NA> | 0 | 0 | <NA> | 11700 | <NA> | 3 | <NA> |
9 | 카멜리아힐 - 입장권 | <NA> | <NA> | 2019-12-02 07:37:19 | 2 | 0 | 0 | 20191207 | 카드 | 13000 | <NA> | 0 | 0 | <NA> | 6500 | <NA> | 3 | <NA> |
관광지명 | 관광지지역명 | 접속장치명 | 구매일시 | 성인인원갯수 | 소아인원갯수 | 유아인원갯수 | 이용시작일자 | 결제수단명 | 총금액 | 관광지주소 | 관광지위도X좌표 | 관광지경도Y좌표 | 관광지유형명 | 관광지금액 | 이용자연령대코드 | 이용자성별코드 | 이용자광역시도코드 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
190 | 카멜리아힐 - 입장권 | <NA> | <NA> | 2019-12-21 10:10:31 | 2 | 0 | 0 | 20191223 | 신용카드 | 13000 | <NA> | 0 | 0 | <NA> | 6500 | <NA> | 3 | <NA> |
191 | 제주돌문화공원-입장권 | <NA> | <NA> | 2019-12-21 15:00:51 | 2 | 0 | 0 | 20191223 | 신용카드 | 9000 | <NA> | 0 | 0 | <NA> | 4500 | <NA> | 3 | <NA> |
192 | 메이즈랜드 | <NA> | <NA> | 2019-12-23 10:42:35 | 2 | 0 | 2 | 20191223 | 신용카드 | 34800 | <NA> | 0 | 0 | <NA> | 9900 | <NA> | 3 | <NA> |
193 | 카멜리아힐 - 입장권 | <NA> | <NA> | 2019-12-22 10:31:43 | 3 | 0 | 0 | 20191223 | 신용카드 | 19500 | <NA> | 0 | 0 | <NA> | 6500 | <NA> | 3 | <NA> |
194 | 아쿠아플라넷 제주-종합권 | <NA> | <NA> | 2019-12-22 09:12:33 | 2 | 0 | 0 | 20191223 | 신용카드 | 55800 | <NA> | 0 | 0 | <NA> | 27900 | <NA> | 3 | <NA> |
195 | 카멜리아힐 - 입장권 | <NA> | <NA> | 2019-12-21 13:16:04 | 1 | 1 | 0 | 20191223 | 신용카드 | 11500 | <NA> | 0 | 0 | <NA> | 6500 | <NA> | 3 | <NA> |
196 | 한림공원 - 입장권 | <NA> | <NA> | 2019-12-22 15:47:02 | 2 | 0 | 0 | 20191223 | 신용카드 | 22800 | <NA> | 0 | 0 | <NA> | 11400 | <NA> | 3 | <NA> |
197 | 서귀포잠수함-탑승권 | <NA> | <NA> | 2019-12-22 12:07:43 | 2 | 0 | 0 | 20191223 | 신용카드 | 96000 | <NA> | 0 | 0 | <NA> | 48000 | <NA> | 3 | <NA> |
198 | 제주김녕미로공원 | <NA> | <NA> | 2019-12-23 03:05:35 | 2 | 0 | 2 | 20191223 | 신용카드 | 12600 | <NA> | 0 | 0 | <NA> | 4200 | <NA> | 3 | <NA> |
199 | 카멜리아힐 - 입장권 | <NA> | <NA> | 2019-12-23 10:39:19 | 2 | 0 | 0 | 20191223 | 신용카드 | 13000 | <NA> | 0 | 0 | <NA> | 6500 | <NA> | 3 | <NA> |
Most frequently occurring
관광지명 | 구매일시 | 성인인원갯수 | 소아인원갯수 | 유아인원갯수 | 이용시작일자 | 결제수단명 | 총금액 | 관광지위도X좌표 | 관광지경도Y좌표 | 관광지금액 | 이용자성별코드 | # duplicates | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 에코랜드-입장권 | 2019-12-15 09:36:54 | 5 | 0 | 0 | 20191215 | 카드 | 61000 | 0 | 0 | 12200 | 3 | 2 |