Dataset statistics
Number of variables | 8 |
---|---|
Number of observations | 810 |
Missing cells | 0 |
Missing cells (%) | 0.0% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 52.3 KiB |
Average record size in memory | 66.2 B |
Variable types
Categorical | 6 |
---|---|
Numeric | 2 |
Dataset
Description | Sample |
---|---|
Author | 컨슈머인사이트 |
URL | https://www.bigdata-culture.kr/bigdata/user/data_market/detail.do?id=008f2300-3af2-11ec-bbc0-d7035fffebeb |
IMAGE_ID is highly overall correlated with IMAGE_NM | High correlation |
AREA_NM is highly overall correlated with RESPOND_CO and 1 other fields | High correlation |
IMAGE_NM is highly overall correlated with IMAGE_ID | High correlation |
QUSTNR_ID is highly overall correlated with QUSTNR_NM | High correlation |
AREA_ID is highly overall correlated with RESPOND_CO and 1 other fields | High correlation |
QUSTNR_NM is highly overall correlated with QUSTNR_ID | High correlation |
RESPOND_CO is highly overall correlated with AREA_ID and 1 other fields | High correlation |
Reproduction
Analysis started | 2023-12-10 09:41:45.646652 |
---|---|
Analysis finished | 2023-12-10 09:41:47.659217 |
Duration | 2.01 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
AREA_ID
Categorical
HIGH CORRELATION
 
Distinct | 18 |
---|---|
Distinct (%) | 2.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 6.5 KiB |
ALL | 45 |
---|---|
GW | 45 |
GG | 45 |
GN | 45 |
GB | 45 |
Other values (13) |
Length
Max length | 4 |
---|---|
Median length | 2 |
Mean length | 2.2222222 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | ALL |
---|---|
2nd row | ALL |
3rd row | ALL |
4th row | ALL |
5th row | ALL |
Common Values
Value | Count | Frequency (%) |
ALL | 45 | 5.6% |
GW | 45 | 5.6% |
GG | 45 | 5.6% |
GN | 45 | 5.6% |
GB | 45 | 5.6% |
GJ | 45 | 5.6% |
DG | 45 | 5.6% |
DJ | 45 | 5.6% |
BS | 45 | 5.6% |
SU | 45 | 5.6% |
Other values (8) | 360 |
Length
Value | Count | Frequency (%) |
all | 45 | 5.6% |
gw | 45 | 5.6% |
jj | 45 | 5.6% |
cb | 45 | 5.6% |
chn | 45 | 5.6% |
jnbk | 45 | 5.6% |
jn | 45 | 5.6% |
ic | 45 | 5.6% |
us | 45 | 5.6% |
su | 45 | 5.6% |
Other values (8) | 360 |
AREA_NM
Categorical
HIGH CORRELATION
 
Distinct | 18 |
---|---|
Distinct (%) | 2.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 6.5 KiB |
전국 | 45 |
---|---|
강원 | 45 |
경기 | 45 |
경남 | 45 |
경북 | 45 |
Other values (13) |
Length
Max length | 2 |
---|---|
Median length | 2 |
Mean length | 2 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 전국 |
---|---|
2nd row | 전국 |
3rd row | 전국 |
4th row | 전국 |
5th row | 전국 |
Common Values
Value | Count | Frequency (%) |
전국 | 45 | 5.6% |
강원 | 45 | 5.6% |
경기 | 45 | 5.6% |
경남 | 45 | 5.6% |
경북 | 45 | 5.6% |
광주 | 45 | 5.6% |
대구 | 45 | 5.6% |
대전 | 45 | 5.6% |
부산 | 45 | 5.6% |
서울 | 45 | 5.6% |
Other values (8) | 360 |
Length
Value | Count | Frequency (%) |
전국 | 45 | 5.6% |
강원 | 45 | 5.6% |
제주 | 45 | 5.6% |
충북 | 45 | 5.6% |
충남 | 45 | 5.6% |
전북 | 45 | 5.6% |
전남 | 45 | 5.6% |
인천 | 45 | 5.6% |
울산 | 45 | 5.6% |
서울 | 45 | 5.6% |
Other values (8) | 360 |
RESPOND_CO
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 54 |
---|---|
Distinct (%) | 6.7% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 5156.463 |
Minimum | 205 |
---|---|
Maximum | 69612 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 7.2 KiB |
Quantile statistics
Minimum | 205 |
---|---|
5-th percentile | 426 |
Q1 | 1407 |
median | 2419 |
Q3 | 4102 |
95-th percentile | 33485 |
Maximum | 69612 |
Range | 69407 |
Interquartile range (IQR) | 2695 |
Descriptive statistics
Standard deviation | 10901.009 |
---|---|
Coefficient of variation (CV) | 2.1140478 |
Kurtosis | 21.899229 |
Mean | 5156.463 |
Median Absolute Deviation (MAD) | 1193.5 |
Skewness | 4.570526 |
Sum | 4176735 |
Variance | 1.18832 × 108 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
69612 | 15 | 1.9% |
1703 | 15 | 1.9% |
1571 | 15 | 1.9% |
633 | 15 | 1.9% |
939 | 15 | 1.9% |
2958 | 15 | 1.9% |
1238 | 15 | 1.9% |
1719 | 15 | 1.9% |
5531 | 15 | 1.9% |
3159 | 15 | 1.9% |
Other values (44) | 660 |
Value | Count | Frequency (%) |
205 | 15 | |
222 | 15 | |
426 | 15 | |
508 | 15 | |
602 | 15 | |
633 | 15 | |
842 | 15 | |
867 | 15 | |
939 | 15 | |
1000 | 15 |
Value | Count | Frequency (%) |
69612 | 15 | |
36127 | 15 | |
33485 | 15 | |
9230 | 15 | |
7583 | 15 | |
6453 | 15 | |
5691 | 15 | |
5531 | 15 | |
5421 | 15 | |
5368 | 15 |
IMAGE_ID
Categorical
HIGH CORRELATION
 
Distinct | 3 |
---|---|
Distinct (%) | 0.4% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 6.5 KiB |
ALL_IMAGE | |
---|---|
PASSNGR_IMAGE | |
LCLS_IMAGE |
Length
Max length | 13 |
---|---|
Median length | 10 |
Mean length | 10.666667 |
Min length | 9 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | ALL_IMAGE |
---|---|
2nd row | ALL_IMAGE |
3rd row | ALL_IMAGE |
4th row | ALL_IMAGE |
5th row | ALL_IMAGE |
Common Values
Value | Count | Frequency (%) |
ALL_IMAGE | 270 | |
PASSNGR_IMAGE | 270 | |
LCLS_IMAGE | 270 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
all_image | 270 | |
passngr_image | 270 | |
lcls_image | 270 |
IMAGE_NM
Categorical
HIGH CORRELATION
 
Distinct | 3 |
---|---|
Distinct (%) | 0.4% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 6.5 KiB |
전체지역이미지 | |
---|---|
여행자지역이미지 | |
현지인지역이미지 |
Length
Max length | 8 |
---|---|
Median length | 8 |
Mean length | 7.6666667 |
Min length | 7 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 전체지역이미지 |
---|---|
2nd row | 전체지역이미지 |
3rd row | 전체지역이미지 |
4th row | 전체지역이미지 |
5th row | 전체지역이미지 |
Common Values
Value | Count | Frequency (%) |
전체지역이미지 | 270 | |
여행자지역이미지 | 270 | |
현지인지역이미지 | 270 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
전체지역이미지 | 270 | |
여행자지역이미지 | 270 | |
현지인지역이미지 | 270 |
QUSTNR_ID
Categorical
HIGH CORRELATION
 
Distinct | 15 |
---|---|
Distinct (%) | 1.9% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 6.5 KiB |
IMAGE_1 | 54 |
---|---|
IMAGE_2 | 54 |
IMAGE_3 | 54 |
IMAGE_4 | 54 |
IMAGE_5 | 54 |
Other values (10) |
Length
Max length | 8 |
---|---|
Median length | 7 |
Mean length | 7.4 |
Min length | 7 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | IMAGE_1 |
---|---|
2nd row | IMAGE_2 |
3rd row | IMAGE_3 |
4th row | IMAGE_4 |
5th row | IMAGE_5 |
Common Values
Value | Count | Frequency (%) |
IMAGE_1 | 54 | 6.7% |
IMAGE_2 | 54 | 6.7% |
IMAGE_3 | 54 | 6.7% |
IMAGE_4 | 54 | 6.7% |
IMAGE_5 | 54 | 6.7% |
IMAGE_6 | 54 | 6.7% |
IMAGE_7 | 54 | 6.7% |
IMAGE_8 | 54 | 6.7% |
IMAGE_9 | 54 | 6.7% |
IMAGE_10 | 54 | 6.7% |
Other values (5) | 270 |
Length
Value | Count | Frequency (%) |
image_1 | 54 | 6.7% |
image_2 | 54 | 6.7% |
image_3 | 54 | 6.7% |
image_4 | 54 | 6.7% |
image_5 | 54 | 6.7% |
image_6 | 54 | 6.7% |
image_7 | 54 | 6.7% |
image_8 | 54 | 6.7% |
image_9 | 54 | 6.7% |
image_10 | 54 | 6.7% |
Other values (5) | 270 |
QUSTNR_NM
Categorical
HIGH CORRELATION
 
Distinct | 15 |
---|---|
Distinct (%) | 1.9% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 6.5 KiB |
지저분한깨끗한 | 54 |
---|---|
개발된보존된 | 54 |
근거리원거리 | 54 |
복잡한한적한 | 54 |
세련된촌스러운 | 54 |
Other values (10) |
Length
Max length | 10 |
---|---|
Median length | 6 |
Mean length | 6.9333333 |
Min length | 6 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 지저분한깨끗한 |
---|---|
2nd row | 개발된보존된 |
3rd row | 근거리원거리 |
4th row | 복잡한한적한 |
5th row | 세련된촌스러운 |
Common Values
Value | Count | Frequency (%) |
지저분한깨끗한 | 54 | 6.7% |
개발된보존된 | 54 | 6.7% |
근거리원거리 | 54 | 6.7% |
복잡한한적한 | 54 | 6.7% |
세련된촌스러운 | 54 | 6.7% |
독특한평범한 | 54 | 6.7% |
화려한소박한 | 54 | 6.7% |
이국적한국적 | 54 | 6.7% |
젊은층의중장년층 | 54 | 6.7% |
상업적인인심좋은 | 54 | 6.7% |
Other values (5) | 270 |
Length
Value | Count | Frequency (%) |
지저분한깨끗한 | 54 | 6.7% |
개발된보존된 | 54 | 6.7% |
근거리원거리 | 54 | 6.7% |
복잡한한적한 | 54 | 6.7% |
세련된촌스러운 | 54 | 6.7% |
독특한평범한 | 54 | 6.7% |
화려한소박한 | 54 | 6.7% |
이국적한국적 | 54 | 6.7% |
젊은층의중장년층 | 54 | 6.7% |
상업적인인심좋은 | 54 | 6.7% |
Other values (5) | 270 |
QUSTNR_VALUE
Real number (ℝ)
Distinct | 347 |
---|---|
Distinct (%) | 42.8% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 48.295185 |
Minimum | 17.7 |
---|---|
Maximum | 74 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 7.2 KiB |
Quantile statistics
Minimum | 17.7 |
---|---|
5-th percentile | 29.845 |
Q1 | 39.925 |
median | 48.1 |
Q3 | 59 |
95-th percentile | 64.1 |
Maximum | 74 |
Range | 56.3 |
Interquartile range (IQR) | 19.075 |
Descriptive statistics
Standard deviation | 11.258879 |
---|---|
Coefficient of variation (CV) | 0.23312633 |
Kurtosis | -0.84446143 |
Mean | 48.295185 |
Median Absolute Deviation (MAD) | 9.7 |
Skewness | -0.16900089 |
Sum | 39119.1 |
Variance | 126.76236 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
50.0 | 45 | 5.6% |
61.6 | 9 | 1.1% |
43.4 | 7 | 0.9% |
64.1 | 7 | 0.9% |
38.6 | 7 | 0.9% |
42.5 | 6 | 0.7% |
59.5 | 6 | 0.7% |
38.0 | 6 | 0.7% |
62.3 | 6 | 0.7% |
58.9 | 6 | 0.7% |
Other values (337) | 705 |
Value | Count | Frequency (%) |
17.7 | 1 | |
17.8 | 1 | |
17.9 | 1 | |
20.1 | 1 | |
21.2 | 1 | |
21.5 | 1 | |
22.3 | 1 | |
22.6 | 2 | |
22.8 | 1 | |
23.0 | 1 |
Value | Count | Frequency (%) |
74.0 | 1 | |
71.8 | 1 | |
71.5 | 1 | |
70.6 | 1 | |
70.0 | 1 | |
68.3 | 1 | |
68.1 | 2 | |
67.7 | 1 | |
67.5 | 1 | |
67.2 | 1 |
AREA_ID | AREA_NM | RESPOND_CO | IMAGE_ID | IMAGE_NM | QUSTNR_ID | QUSTNR_NM | QUSTNR_VALUE | |
---|---|---|---|---|---|---|---|---|
AREA_ID | 1.000 | 1.000 | 0.792 | 0.000 | 0.000 | 0.000 | 0.000 | 0.785 |
AREA_NM | 1.000 | 1.000 | 0.792 | 0.000 | 0.000 | 0.000 | 0.000 | 0.785 |
RESPOND_CO | 0.792 | 0.792 | 1.000 | 0.369 | 0.369 | 0.000 | 0.000 | 0.594 |
IMAGE_ID | 0.000 | 0.000 | 0.369 | 1.000 | 1.000 | 0.000 | 0.000 | 0.000 |
IMAGE_NM | 0.000 | 0.000 | 0.369 | 1.000 | 1.000 | 0.000 | 0.000 | 0.000 |
QUSTNR_ID | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 1.000 | 0.357 |
QUSTNR_NM | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 1.000 | 0.357 |
QUSTNR_VALUE | 0.785 | 0.785 | 0.594 | 0.000 | 0.000 | 0.357 | 0.357 | 1.000 |
IMAGE_ID | AREA_NM | IMAGE_NM | QUSTNR_ID | AREA_ID | QUSTNR_NM | |
---|---|---|---|---|---|---|
IMAGE_ID | 1.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 |
AREA_NM | 0.000 | 1.000 | 0.000 | 0.000 | 1.000 | 0.000 |
IMAGE_NM | 1.000 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 |
QUSTNR_ID | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 1.000 |
AREA_ID | 0.000 | 1.000 | 0.000 | 0.000 | 1.000 | 0.000 |
QUSTNR_NM | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 | 1.000 |
RESPOND_CO | QUSTNR_VALUE | AREA_ID | AREA_NM | IMAGE_ID | IMAGE_NM | QUSTNR_ID | QUSTNR_NM | |
---|---|---|---|---|---|---|---|---|
RESPOND_CO | 1.000 | 0.192 | 0.554 | 0.554 | 0.299 | 0.299 | 0.000 | 0.000 |
QUSTNR_VALUE | 0.192 | 1.000 | 0.443 | 0.443 | 0.000 | 0.000 | 0.140 | 0.140 |
AREA_ID | 0.554 | 0.443 | 1.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 |
AREA_NM | 0.554 | 0.443 | 1.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 |
IMAGE_ID | 0.299 | 0.000 | 0.000 | 0.000 | 1.000 | 1.000 | 0.000 | 0.000 |
IMAGE_NM | 0.299 | 0.000 | 0.000 | 0.000 | 1.000 | 1.000 | 0.000 | 0.000 |
QUSTNR_ID | 0.000 | 0.140 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 1.000 |
QUSTNR_NM | 0.000 | 0.140 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 1.000 |
AREA_ID | AREA_NM | RESPOND_CO | IMAGE_ID | IMAGE_NM | QUSTNR_ID | QUSTNR_NM | QUSTNR_VALUE | |
---|---|---|---|---|---|---|---|---|
0 | ALL | 전국 | 69612 | ALL_IMAGE | 전체지역이미지 | IMAGE_1 | 지저분한깨끗한 | 50.0 |
1 | ALL | 전국 | 69612 | ALL_IMAGE | 전체지역이미지 | IMAGE_2 | 개발된보존된 | 50.0 |
2 | ALL | 전국 | 69612 | ALL_IMAGE | 전체지역이미지 | IMAGE_3 | 근거리원거리 | 50.0 |
3 | ALL | 전국 | 69612 | ALL_IMAGE | 전체지역이미지 | IMAGE_4 | 복잡한한적한 | 50.0 |
4 | ALL | 전국 | 69612 | ALL_IMAGE | 전체지역이미지 | IMAGE_5 | 세련된촌스러운 | 50.0 |
5 | ALL | 전국 | 69612 | ALL_IMAGE | 전체지역이미지 | IMAGE_6 | 독특한평범한 | 50.0 |
6 | ALL | 전국 | 69612 | ALL_IMAGE | 전체지역이미지 | IMAGE_7 | 화려한소박한 | 50.0 |
7 | ALL | 전국 | 69612 | ALL_IMAGE | 전체지역이미지 | IMAGE_8 | 이국적한국적 | 50.0 |
8 | ALL | 전국 | 69612 | ALL_IMAGE | 전체지역이미지 | IMAGE_9 | 젊은층의중장년층 | 50.0 |
9 | ALL | 전국 | 69612 | ALL_IMAGE | 전체지역이미지 | IMAGE_10 | 상업적인인심좋은 | 50.0 |
AREA_ID | AREA_NM | RESPOND_CO | IMAGE_ID | IMAGE_NM | QUSTNR_ID | QUSTNR_NM | QUSTNR_VALUE | |
---|---|---|---|---|---|---|---|---|
800 | SJ | 세종 | 205 | LCLS_IMAGE | 현지인지역이미지 | IMAGE_6 | 독특한평범한 | 36.6 |
801 | SJ | 세종 | 205 | LCLS_IMAGE | 현지인지역이미지 | IMAGE_7 | 화려한소박한 | 30.9 |
802 | SJ | 세종 | 205 | LCLS_IMAGE | 현지인지역이미지 | IMAGE_8 | 이국적한국적 | 21.5 |
803 | SJ | 세종 | 205 | LCLS_IMAGE | 현지인지역이미지 | IMAGE_9 | 젊은층의중장년층 | 27.6 |
804 | SJ | 세종 | 205 | LCLS_IMAGE | 현지인지역이미지 | IMAGE_10 | 상업적인인심좋은 | 28.9 |
805 | SJ | 세종 | 205 | LCLS_IMAGE | 현지인지역이미지 | IMAGE_11 | 무례한친절한 | 32.7 |
806 | SJ | 세종 | 205 | LCLS_IMAGE | 현지인지역이미지 | IMAGE_12 | 여성적인남성적인 | 47.7 |
807 | SJ | 세종 | 205 | LCLS_IMAGE | 현지인지역이미지 | IMAGE_13 | 친구와함께가족과함께 | 47.1 |
808 | SJ | 세종 | 205 | LCLS_IMAGE | 현지인지역이미지 | IMAGE_14 | 활동적인힐링되는 | 44.4 |
809 | SJ | 세종 | 205 | LCLS_IMAGE | 현지인지역이미지 | IMAGE_15 | 고비용저비용 | 32.4 |