Dataset statistics
| Number of variables | 15 |
|---|---|
| Number of observations | 100 |
| Missing cells | 20 |
| Missing cells (%) | 1.3% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 12.7 KiB |
| Average record size in memory | 130.3 B |
Variable types
| Text | 4 |
|---|---|
| Numeric | 8 |
| Categorical | 3 |
Dataset
| Description | Sample |
|---|---|
| Author | 레드타이 |
| URL | https://www.bigdata-culture.kr/bigdata/user/data_market/detail.do?id=86687115-dda1-4405-83f3-7a069182006e |
base_ymd has constant value "" | Constant |
city_do_cd is highly overall correlated with city_gn_gu_cd and 2 other fields | High correlation |
city_gn_gu_cd is highly overall correlated with city_do_cd and 2 other fields | High correlation |
xpos_lo is highly overall correlated with area_nm | High correlation |
ypos_la is highly overall correlated with city_do_cd and 2 other fields | High correlation |
area_nm is highly overall correlated with city_do_cd and 3 other fields | High correlation |
tel_no has 5 (5.0%) missing values | Missing |
homepage_url has 15 (15.0%) missing values | Missing |
entrp_nm has unique values | Unique |
load_addr has unique values | Unique |
Reproduction
| Analysis started | 2023-12-10 10:10:58.545522 |
|---|---|
| Analysis finished | 2023-12-10 10:11:13.606576 |
| Duration | 15.06 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
entrp_nm
Text
UNIQUE
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 932.0 B |
Length
| Max length | 20 |
|---|---|
| Median length | 14.5 |
| Mean length | 9.29 |
| Min length | 3 |
Characters and Unicode
| Total characters | 929 |
|---|---|
| Distinct characters | 167 |
| Distinct categories | 4 ? |
| Distinct scripts | 3 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 100 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | E호텔 |
|---|---|
| 2nd row | 호텔스카이파크킹스타운동대문 |
| 3rd row | 나인트리프리미어호텔명동2 |
| 4th row | 나인트리호텔명동 |
| 5th row | 라마다서울동대문 |
| Value | Count | Frequency (%) |
| 호텔 | 54 | |
| 서울 | 7 | 3.1% |
| 프리미어 | 7 | 3.1% |
| 베스트웨스턴 | 5 | 2.2% |
| 동대문 | 5 | 2.2% |
| 강남 | 4 | 1.8% |
| 송도 | 3 | 1.3% |
| 명동 | 3 | 1.3% |
| 베니키아 | 3 | 1.3% |
| 스타즈 | 3 | 1.3% |
| Other values (119) | 129 |
Most occurring characters
| Value | Count | Frequency (%) |
| 123 | 13.2% | |
| 호 | 86 | 9.3% |
| 텔 | 83 | 8.9% |
| 스 | 55 | 5.9% |
| 이 | 21 | 2.3% |
| 트 | 21 | 2.3% |
| 리 | 19 | 2.0% |
| 라 | 16 | 1.7% |
| 서 | 15 | 1.6% |
| 동 | 14 | 1.5% |
| Other values (157) | 476 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 796 | |
| Space Separator | 123 | 13.2% |
| Decimal Number | 5 | 0.5% |
| Uppercase Letter | 5 | 0.5% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 호 | 86 | 10.8% |
| 텔 | 83 | 10.4% |
| 스 | 55 | 6.9% |
| 이 | 21 | 2.6% |
| 트 | 21 | 2.6% |
| 리 | 19 | 2.4% |
| 라 | 16 | 2.0% |
| 서 | 15 | 1.9% |
| 동 | 14 | 1.8% |
| 아 | 14 | 1.8% |
| Other values (148) | 452 |
Uppercase Letter
| Value | Count | Frequency (%) |
| I | 1 | |
| T | 1 | |
| M | 1 | |
| S | 1 | |
| E | 1 |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 3 | |
| 7 | 1 | 20.0% |
| 1 | 1 | 20.0% |
Space Separator
| Value | Count | Frequency (%) |
| 123 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 796 | |
| Common | 128 | 13.8% |
| Latin | 5 | 0.5% |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 호 | 86 | 10.8% |
| 텔 | 83 | 10.4% |
| 스 | 55 | 6.9% |
| 이 | 21 | 2.6% |
| 트 | 21 | 2.6% |
| 리 | 19 | 2.4% |
| 라 | 16 | 2.0% |
| 서 | 15 | 1.9% |
| 동 | 14 | 1.8% |
| 아 | 14 | 1.8% |
| Other values (148) | 452 |
Latin
| Value | Count | Frequency (%) |
| I | 1 | |
| T | 1 | |
| M | 1 | |
| S | 1 | |
| E | 1 |
Common
| Value | Count | Frequency (%) |
| 123 | ||
| 2 | 3 | 2.3% |
| 7 | 1 | 0.8% |
| 1 | 1 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 796 | |
| ASCII | 133 | 14.3% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 123 | ||
| 2 | 3 | 2.3% |
| I | 1 | 0.8% |
| T | 1 | 0.8% |
| M | 1 | 0.8% |
| S | 1 | 0.8% |
| E | 1 | 0.8% |
| 7 | 1 | 0.8% |
| 1 | 1 | 0.8% |
Hangul
| Value | Count | Frequency (%) |
| 호 | 86 | 10.8% |
| 텔 | 83 | 10.4% |
| 스 | 55 | 6.9% |
| 이 | 21 | 2.6% |
| 트 | 21 | 2.6% |
| 리 | 19 | 2.4% |
| 라 | 16 | 2.0% |
| 서 | 15 | 1.9% |
| 동 | 14 | 1.8% |
| 아 | 14 | 1.8% |
| Other values (148) | 452 |
load_addr
Text
UNIQUE
| Distinct | 100 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 932.0 B |
Length
| Max length | 46 |
|---|---|
| Median length | 30.5 |
| Mean length | 21.4 |
| Min length | 12 |
Characters and Unicode
| Total characters | 2140 |
|---|---|
| Distinct characters | 198 |
| Distinct categories | 6 ? |
| Distinct scripts | 3 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 100 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 서울특별시 서초구 반포대로18길 40 E 호텔 |
|---|---|
| 2nd row | 서울특별시 중구 장충단로13길 20 14층 |
| 3rd row | 서울특별시 중구 마른내로 28 |
| 4th row | 서울특별시 종로구 인사동길 49 |
| 5th row | 서울특별시 중구 동호로 354 |
| Value | Count | Frequency (%) |
| 서울특별시 | 52 | 11.5% |
| 중구 | 21 | 4.6% |
| 경기도 | 13 | 2.9% |
| 인천광역시 | 11 | 2.4% |
| 부산광역시 | 10 | 2.2% |
| 제주특별자치도 | 10 | 2.2% |
| 서귀포시 | 9 | 2.0% |
| 강남구 | 8 | 1.8% |
| 강서구 | 6 | 1.3% |
| 종로구 | 5 | 1.1% |
| Other values (255) | 307 |
Most occurring characters
| Value | Count | Frequency (%) |
| 352 | 16.4% | |
| 시 | 103 | 4.8% |
| 로 | 99 | 4.6% |
| 구 | 86 | 4.0% |
| 1 | 73 | 3.4% |
| 서 | 72 | 3.4% |
| 별 | 63 | 2.9% |
| 특 | 63 | 2.9% |
| 울 | 54 | 2.5% |
| 길 | 43 | 2.0% |
| Other values (188) | 1132 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 1424 | |
| Space Separator | 352 | 16.4% |
| Decimal Number | 336 | 15.7% |
| Dash Punctuation | 16 | 0.7% |
| Uppercase Letter | 8 | 0.4% |
| Lowercase Letter | 4 | 0.2% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 시 | 103 | 7.2% |
| 로 | 99 | 7.0% |
| 구 | 86 | 6.0% |
| 서 | 72 | 5.1% |
| 별 | 63 | 4.4% |
| 특 | 63 | 4.4% |
| 울 | 54 | 3.8% |
| 길 | 43 | 3.0% |
| 중 | 37 | 2.6% |
| 광 | 35 | 2.5% |
| Other values (167) | 769 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 73 | |
| 2 | 40 | |
| 3 | 35 | |
| 6 | 31 | |
| 9 | 29 | 8.6% |
| 8 | 28 | 8.3% |
| 5 | 27 | 8.0% |
| 4 | 27 | 8.0% |
| 7 | 24 | 7.1% |
| 0 | 22 | 6.5% |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 2 | |
| C | 2 | |
| E | 2 | |
| P | 1 | |
| H | 1 |
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 1 | |
| o | 1 | |
| l | 1 | |
| t | 1 |
Space Separator
| Value | Count | Frequency (%) |
| 352 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 16 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 1424 | |
| Common | 704 | |
| Latin | 12 | 0.6% |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 시 | 103 | 7.2% |
| 로 | 99 | 7.0% |
| 구 | 86 | 6.0% |
| 서 | 72 | 5.1% |
| 별 | 63 | 4.4% |
| 특 | 63 | 4.4% |
| 울 | 54 | 3.8% |
| 길 | 43 | 3.0% |
| 중 | 37 | 2.6% |
| 광 | 35 | 2.5% |
| Other values (167) | 769 |
Common
| Value | Count | Frequency (%) |
| 352 | ||
| 1 | 73 | 10.4% |
| 2 | 40 | 5.7% |
| 3 | 35 | 5.0% |
| 6 | 31 | 4.4% |
| 9 | 29 | 4.1% |
| 8 | 28 | 4.0% |
| 5 | 27 | 3.8% |
| 4 | 27 | 3.8% |
| 7 | 24 | 3.4% |
| Other values (2) | 38 | 5.4% |
Latin
| Value | Count | Frequency (%) |
| A | 2 | |
| C | 2 | |
| E | 2 | |
| P | 1 | |
| e | 1 | |
| H | 1 | |
| o | 1 | |
| l | 1 | |
| t | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 1424 | |
| ASCII | 716 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 352 | ||
| 1 | 73 | 10.2% |
| 2 | 40 | 5.6% |
| 3 | 35 | 4.9% |
| 6 | 31 | 4.3% |
| 9 | 29 | 4.1% |
| 8 | 28 | 3.9% |
| 5 | 27 | 3.8% |
| 4 | 27 | 3.8% |
| 7 | 24 | 3.4% |
| Other values (11) | 50 | 7.0% |
Hangul
| Value | Count | Frequency (%) |
| 시 | 103 | 7.2% |
| 로 | 99 | 7.0% |
| 구 | 86 | 6.0% |
| 서 | 72 | 5.1% |
| 별 | 63 | 4.4% |
| 특 | 63 | 4.4% |
| 울 | 54 | 3.8% |
| 길 | 43 | 3.0% |
| 중 | 37 | 2.6% |
| 광 | 35 | 2.5% |
| Other values (167) | 769 |
city_do_cd
Real number (ℝ)
HIGH CORRELATION
| Distinct | 9 |
|---|---|
| Distinct (%) | 9.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.45 |
| Minimum | 11 |
|---|---|
| Maximum | 50 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 11 |
|---|---|
| 5-th percentile | 11 |
| Q1 | 11 |
| median | 11 |
| Q3 | 41 |
| 95-th percentile | 50 |
| Maximum | 50 |
| Range | 39 |
| Interquartile range (IQR) | 30 |
Descriptive statistics
| Standard deviation | 14.60896 |
|---|---|
| Coefficient of variation (CV) | 0.62298338 |
| Kurtosis | -1.1164254 |
| Mean | 23.45 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.65465421 |
| Sum | 2345 |
| Variance | 213.42172 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 11 | 52 | |
| 41 | 13 | 13.0% |
| 28 | 11 | 11.0% |
| 50 | 10 | 10.0% |
| 26 | 10 | 10.0% |
| 31 | 1 | 1.0% |
| 46 | 1 | 1.0% |
| 48 | 1 | 1.0% |
| 47 | 1 | 1.0% |
| Value | Count | Frequency (%) |
| 11 | 52 | |
| 26 | 10 | 10.0% |
| 28 | 11 | 11.0% |
| 31 | 1 | 1.0% |
| 41 | 13 | 13.0% |
| 46 | 1 | 1.0% |
| 47 | 1 | 1.0% |
| 48 | 1 | 1.0% |
| 50 | 10 | 10.0% |
| Value | Count | Frequency (%) |
| 50 | 10 | 10.0% |
| 48 | 1 | 1.0% |
| 47 | 1 | 1.0% |
| 46 | 1 | 1.0% |
| 41 | 13 | 13.0% |
| 31 | 1 | 1.0% |
| 28 | 11 | 11.0% |
| 26 | 10 | 10.0% |
| 11 | 52 |
city_gn_gu_cd
Real number (ℝ)
HIGH CORRELATION
| Distinct | 41 |
|---|---|
| Distinct (%) | 41.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23752.61 |
| Minimum | 11110 |
|---|---|
| Maximum | 50130 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 11110 |
|---|---|
| 5-th percentile | 11138.5 |
| Q1 | 11425 |
| median | 11695 |
| Q3 | 41113 |
| 95-th percentile | 50130 |
| Maximum | 50130 |
| Range | 39020 |
| Interquartile range (IQR) | 29688 |
Descriptive statistics
| Standard deviation | 14522.343 |
|---|---|
| Coefficient of variation (CV) | 0.61139988 |
| Kurtosis | -1.114113 |
| Mean | 23752.61 |
| Median Absolute Deviation (MAD) | 585 |
| Skewness | 0.65719989 |
| Sum | 2375261 |
| Variance | 2.1089844 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=41)
| Value | Count | Frequency (%) |
| 11140 | 15 | |
| 50130 | 9 | 9.0% |
| 11680 | 8 | 8.0% |
| 11500 | 6 | 6.0% |
| 11110 | 5 | 5.0% |
| 28110 | 5 | 5.0% |
| 26350 | 4 | 4.0% |
| 28185 | 4 | 4.0% |
| 11560 | 4 | 4.0% |
| 11650 | 3 | 3.0% |
| Other values (31) | 37 |
| Value | Count | Frequency (%) |
| 11110 | 5 | 5.0% |
| 11140 | 15 | |
| 11170 | 1 | 1.0% |
| 11215 | 1 | 1.0% |
| 11290 | 1 | 1.0% |
| 11350 | 1 | 1.0% |
| 11380 | 1 | 1.0% |
| 11440 | 1 | 1.0% |
| 11500 | 6 | 6.0% |
| 11530 | 1 | 1.0% |
| Value | Count | Frequency (%) |
| 50130 | 9 | |
| 50110 | 1 | 1.0% |
| 48310 | 1 | 1.0% |
| 47113 | 1 | 1.0% |
| 46130 | 1 | 1.0% |
| 41590 | 1 | 1.0% |
| 41500 | 1 | 1.0% |
| 41480 | 1 | 1.0% |
| 41390 | 1 | 1.0% |
| 41370 | 1 | 1.0% |
xpos_lo
Real number (ℝ)
HIGH CORRELATION
| Distinct | 99 |
|---|---|
| Distinct (%) | 99.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 127.1898 |
| Minimum | 126.40835 |
|---|---|
| Maximum | 129.35736 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 126.40835 |
|---|---|
| 5-th percentile | 126.52188 |
| Q1 | 126.84463 |
| median | 126.99063 |
| Q3 | 127.03575 |
| 95-th percentile | 129.15657 |
| Maximum | 129.35736 |
| Range | 2.9490161 |
| Interquartile range (IQR) | 0.19112643 |
Descriptive statistics
| Standard deviation | 0.76978336 |
|---|---|
| Coefficient of variation (CV) | 0.0060522411 |
| Kurtosis | 2.5393217 |
| Mean | 127.1898 |
| Median Absolute Deviation (MAD) | 0.07941935 |
| Skewness | 1.9762485 |
| Sum | 12718.98 |
| Variance | 0.59256643 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 127.0366394 | 2 | 2.0% |
| 127.0126078 | 1 | 1.0% |
| 126.980923 | 1 | 1.0% |
| 127.0315241 | 1 | 1.0% |
| 127.0087236 | 1 | 1.0% |
| 126.5575562 | 1 | 1.0% |
| 126.58147 | 1 | 1.0% |
| 126.5977517 | 1 | 1.0% |
| 126.7402653 | 1 | 1.0% |
| 128.6034968 | 1 | 1.0% |
| Other values (89) | 89 |
| Value | Count | Frequency (%) |
| 126.4083476 | 1 | |
| 126.4131379 | 1 | |
| 126.4305938 | 1 | |
| 126.4557688 | 1 | |
| 126.519265 | 1 | |
| 126.522019 | 1 | |
| 126.5575562 | 1 | |
| 126.578421 | 1 | |
| 126.58147 | 1 | |
| 126.5977517 | 1 |
| Value | Count | Frequency (%) |
| 129.3573637 | 1 | |
| 129.3473935 | 1 | |
| 129.165879 | 1 | |
| 129.1611261 | 1 | |
| 129.1569244 | 1 | |
| 129.1565486 | 1 | |
| 129.1179799 | 1 | |
| 129.058122 | 1 | |
| 129.057318 | 1 | |
| 129.0418332 | 1 |
ypos_la
Real number (ℝ)
HIGH CORRELATION
| Distinct | 99 |
|---|---|
| Distinct (%) | 99.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.754446 |
| Minimum | 33.247674 |
|---|---|
| Maximum | 37.715623 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 33.247674 |
|---|---|
| 5-th percentile | 33.427692 |
| Q1 | 37.200041 |
| median | 37.490991 |
| Q3 | 37.560967 |
| 95-th percentile | 37.574556 |
| Maximum | 37.715623 |
| Range | 4.4679489 |
| Interquartile range (IQR) | 0.36092585 |
Descriptive statistics
| Standard deviation | 1.3960997 |
|---|---|
| Coefficient of variation (CV) | 0.037984513 |
| Kurtosis | 1.0354692 |
| Mean | 36.754446 |
| Median Absolute Deviation (MAD) | 0.076817705 |
| Skewness | -1.5893287 |
| Sum | 3675.4446 |
| Variance | 1.9490945 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 37.52738988 | 2 | 2.0% |
| 37.48697203 | 1 | 1.0% |
| 37.56764227 | 1 | 1.0% |
| 37.25904497 | 1 | 1.0% |
| 37.56412429 | 1 | 1.0% |
| 33.24770083 | 1 | 1.0% |
| 37.49027215 | 1 | 1.0% |
| 37.47399441 | 1 | 1.0% |
| 37.39046414 | 1 | 1.0% |
| 34.88593306 | 1 | 1.0% |
| Other values (89) | 89 |
| Value | Count | Frequency (%) |
| 33.24767393 | 1 | |
| 33.24770083 | 1 | |
| 33.24905001 | 1 | |
| 33.25447711 | 1 | |
| 33.25743821 | 1 | |
| 33.4366529 | 1 | |
| 33.45210482 | 1 | |
| 33.46235117 | 1 | |
| 33.46598674 | 1 | |
| 33.512769 | 1 |
| Value | Count | Frequency (%) |
| 37.7156228 | 1 | |
| 37.65519408 | 1 | |
| 37.59989609 | 1 | |
| 37.59361073 | 1 | |
| 37.57625021 | 1 | |
| 37.57446681 | 1 | |
| 37.57400036 | 1 | |
| 37.57382681 | 1 | |
| 37.57332038 | 1 | |
| 37.56873587 | 1 |
area_nm
Categorical
HIGH CORRELATION
| Distinct | 9 |
|---|---|
| Distinct (%) | 9.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 932.0 B |
| 서울 | |
|---|---|
| 경기 | |
| 인천 | |
| 제주 | |
| 부산 | |
| Other values (4) | 4 |
Length
| Max length | 2 |
|---|---|
| Median length | 2 |
| Mean length | 2 |
| Min length | 2 |
Unique
| Unique | 4 ? |
|---|---|
| Unique (%) | 4.0% |
Sample
| 1st row | 서울 |
|---|---|
| 2nd row | 서울 |
| 3rd row | 서울 |
| 4th row | 서울 |
| 5th row | 서울 |
Common Values
| Value | Count | Frequency (%) |
| 서울 | 52 | |
| 경기 | 13 | 13.0% |
| 인천 | 11 | 11.0% |
| 제주 | 10 | 10.0% |
| 부산 | 10 | 10.0% |
| 울산 | 1 | 1.0% |
| 전남 | 1 | 1.0% |
| 경남 | 1 | 1.0% |
| 경북 | 1 | 1.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 서울 | 52 | |
| 경기 | 13 | 13.0% |
| 인천 | 11 | 11.0% |
| 제주 | 10 | 10.0% |
| 부산 | 10 | 10.0% |
| 울산 | 1 | 1.0% |
| 전남 | 1 | 1.0% |
| 경남 | 1 | 1.0% |
| 경북 | 1 | 1.0% |
hotel_grad
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | 6.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 932.0 B |
| 3 | |
|---|---|
| 4 | |
| 2 | |
| <NA> | |
| 5 | 4 |
Length
| Max length | 4 |
|---|---|
| Median length | 1 |
| Mean length | 1.24 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 4 |
| 3rd row | 4 |
| 4th row | 3 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 3 | 40 | |
| 4 | 24 | |
| 2 | 21 | |
| <NA> | 8 | 8.0% |
| 5 | 4 | 4.0% |
| 1 | 3 | 3.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3 | 40 | |
| 4 | 24 | |
| 2 | 21 | |
| na | 8 | 8.0% |
| 5 | 4 | 4.0% |
| 1 | 3 | 3.0% |
tel_no
Text
MISSING
| Distinct | 95 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 5 |
| Missing (%) | 5.0% |
| Memory size | 932.0 B |
Length
| Max length | 13 |
|---|---|
| Median length | 12 |
| Mean length | 11.789474 |
| Min length | 9 |
Characters and Unicode
| Total characters | 1120 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 95 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 02-521-6555 |
|---|---|
| 2nd row | 02-6952-8991 |
| 3rd row | 02-6967-0999 |
| 4th row | 02-750-0999 |
| 5th row | 02-2276-3500 |
| Value | Count | Frequency (%) |
| 02-521-6555 | 1 | 1.1% |
| 031-230-5000 | 1 | 1.1% |
| 02-2660-7300 | 1 | 1.1% |
| 02-2079-8888 | 1 | 1.1% |
| 064-741-0000 | 1 | 1.1% |
| 032-890-0000 | 1 | 1.1% |
| 032-777-7272 | 1 | 1.1% |
| 031-318-0743 | 1 | 1.1% |
| 02-867-9345 | 1 | 1.1% |
| 02-2277-1141 | 1 | 1.1% |
| Other values (85) | 85 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 266 | |
| - | 189 | |
| 2 | 135 | |
| 1 | 89 | 7.9% |
| 3 | 79 | 7.1% |
| 5 | 75 | 6.7% |
| 7 | 69 | 6.2% |
| 6 | 68 | 6.1% |
| 8 | 55 | 4.9% |
| 4 | 51 | 4.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 931 | |
| Dash Punctuation | 189 | 16.9% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 266 | |
| 2 | 135 | |
| 1 | 89 | 9.6% |
| 3 | 79 | 8.5% |
| 5 | 75 | 8.1% |
| 7 | 69 | 7.4% |
| 6 | 68 | 7.3% |
| 8 | 55 | 5.9% |
| 4 | 51 | 5.5% |
| 9 | 44 | 4.7% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 189 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1120 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 266 | |
| - | 189 | |
| 2 | 135 | |
| 1 | 89 | 7.9% |
| 3 | 79 | 7.1% |
| 5 | 75 | 6.7% |
| 7 | 69 | 6.2% |
| 6 | 68 | 6.1% |
| 8 | 55 | 4.9% |
| 4 | 51 | 4.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1120 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 266 | |
| - | 189 | |
| 2 | 135 | |
| 1 | 89 | 7.9% |
| 3 | 79 | 7.1% |
| 5 | 75 | 6.7% |
| 7 | 69 | 6.2% |
| 6 | 68 | 6.1% |
| 8 | 55 | 4.9% |
| 4 | 51 | 4.6% |
homepage_url
Text
MISSING
| Distinct | 82 |
|---|---|
| Distinct (%) | 96.5% |
| Missing | 15 |
| Missing (%) | 15.0% |
| Memory size | 932.0 B |
Length
| Max length | 76 |
|---|---|
| Median length | 41 |
| Mean length | 33.352941 |
| Min length | 19 |
Characters and Unicode
| Total characters | 2835 |
|---|---|
| Distinct characters | 45 |
| Distinct categories | 7 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 81 ? |
|---|---|
| Unique (%) | 95.3% |
Sample
| 1st row | http://www.e-hotel.kr/ |
|---|---|
| 2nd row | https://www.skyparkhotel.com/html/main.asp |
| 3rd row | http://www.ninetreehotels.com/nth2/ |
| 4th row | https://ninetreehotel.com/ |
| 5th row | http://www.ramadaddm.com/main/ |
| Value | Count | Frequency (%) |
| http://www.aroomi.co.kr/kor/index.do | 4 | 4.7% |
| http://www.arbanhotel.com/html/main.asp | 1 | 1.2% |
| http://www.mirandahotel.com/renewal/index.asp | 1 | 1.2% |
| https://www.ambatel.com/ibis/suwon/ko/main.do | 1 | 1.2% |
| https://www.ambatel.com/ibisbudget/dongdaemun/ko/main.do | 1 | 1.2% |
| http://www.hotelwinstory.com | 1 | 1.2% |
| http://www.westerngracehotel.net | 1 | 1.2% |
| http://www.premiers.kr | 1 | 1.2% |
| http://www.youngbinhotel.co.kr | 1 | 1.2% |
| http://www.yeosuvenezia.com | 1 | 1.2% |
| Other values (72) | 72 |
Most occurring characters
| Value | Count | Frequency (%) |
| / | 291 | 10.3% |
| t | 272 | 9.6% |
| w | 221 | 7.8% |
| o | 220 | 7.8% |
| . | 208 | 7.3% |
| h | 166 | 5.9% |
| e | 163 | 5.7% |
| p | 125 | 4.4% |
| a | 109 | 3.8% |
| r | 109 | 3.8% |
| Other values (35) | 951 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2199 | |
| Other Punctuation | 593 | 20.9% |
| Decimal Number | 25 | 0.9% |
| Uppercase Letter | 11 | 0.4% |
| Dash Punctuation | 5 | 0.2% |
| Math Symbol | 1 | < 0.1% |
| Connector Punctuation | 1 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 272 | |
| w | 221 | 10.1% |
| o | 220 | 10.0% |
| h | 166 | 7.5% |
| e | 163 | 7.4% |
| p | 125 | 5.7% |
| a | 109 | 5.0% |
| r | 109 | 5.0% |
| m | 102 | 4.6% |
| c | 102 | 4.6% |
| Other values (15) | 610 |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 291 | |
| . | 208 | |
| : | 87 | 14.7% |
| % | 4 | 0.7% |
| ? | 2 | 0.3% |
| # | 1 | 0.2% |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 7 | |
| 1 | 6 | |
| 0 | 5 | |
| 3 | 3 | |
| 5 | 3 | |
| 7 | 1 | 4.0% |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 3 | |
| F | 3 | |
| M | 2 | |
| R | 2 | |
| J | 1 | 9.1% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 5 |
Math Symbol
| Value | Count | Frequency (%) |
| = | 1 |
Connector Punctuation
| Value | Count | Frequency (%) |
| _ | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2210 | |
| Common | 625 | 22.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| t | 272 | |
| w | 221 | 10.0% |
| o | 220 | 10.0% |
| h | 166 | 7.5% |
| e | 163 | 7.4% |
| p | 125 | 5.7% |
| a | 109 | 4.9% |
| r | 109 | 4.9% |
| m | 102 | 4.6% |
| c | 102 | 4.6% |
| Other values (20) | 621 |
Common
| Value | Count | Frequency (%) |
| / | 291 | |
| . | 208 | |
| : | 87 | 13.9% |
| 2 | 7 | 1.1% |
| 1 | 6 | 1.0% |
| - | 5 | 0.8% |
| 0 | 5 | 0.8% |
| % | 4 | 0.6% |
| 3 | 3 | 0.5% |
| 5 | 3 | 0.5% |
| Other values (5) | 6 | 1.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2835 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| / | 291 | 10.3% |
| t | 272 | 9.6% |
| w | 221 | 7.8% |
| o | 220 | 7.8% |
| . | 208 | 7.3% |
| h | 166 | 5.9% |
| e | 163 | 5.7% |
| p | 125 | 4.4% |
| a | 109 | 3.8% |
| r | 109 | 3.8% |
| Other values (35) | 951 |
klang_trrsrt_stsfdg_rt
Real number (ℝ)
| Distinct | 31 |
|---|---|
| Distinct (%) | 31.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.598 |
| Minimum | 2 |
|---|---|
| Maximum | 5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 2.295 |
| Q1 | 2.9 |
| median | 3.55 |
| Q3 | 4.4 |
| 95-th percentile | 4.9 |
| Maximum | 5 |
| Range | 3 |
| Interquartile range (IQR) | 1.5 |
Descriptive statistics
| Standard deviation | 0.86234119 |
|---|---|
| Coefficient of variation (CV) | 0.23967237 |
| Kurtosis | -1.1787762 |
| Mean | 3.598 |
| Median Absolute Deviation (MAD) | 0.7 |
| Skewness | 0.014782784 |
| Sum | 359.8 |
| Variance | 0.74363232 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 3.0 | 7 | 7.0% |
| 4.9 | 7 | 7.0% |
| 4.5 | 6 | 6.0% |
| 2.9 | 6 | 6.0% |
| 3.5 | 5 | 5.0% |
| 3.8 | 5 | 5.0% |
| 2.8 | 4 | 4.0% |
| 4.8 | 4 | 4.0% |
| 2.3 | 4 | 4.0% |
| 3.4 | 4 | 4.0% |
| Other values (21) | 48 |
| Value | Count | Frequency (%) |
| 2.0 | 1 | 1.0% |
| 2.1 | 1 | 1.0% |
| 2.2 | 3 | |
| 2.3 | 4 | |
| 2.4 | 2 | 2.0% |
| 2.5 | 3 | |
| 2.6 | 2 | 2.0% |
| 2.7 | 1 | 1.0% |
| 2.8 | 4 | |
| 2.9 | 6 |
| Value | Count | Frequency (%) |
| 5.0 | 2 | 2.0% |
| 4.9 | 7 | |
| 4.8 | 4 | |
| 4.7 | 3 | |
| 4.6 | 2 | 2.0% |
| 4.5 | 6 | |
| 4.4 | 3 | |
| 4.3 | 2 | 2.0% |
| 4.2 | 3 | |
| 4.1 | 1 | 1.0% |
engl_trrsrt_stsfdg_rt
Real number (ℝ)
| Distinct | 28 |
|---|---|
| Distinct (%) | 28.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.499 |
| Minimum | 2 |
|---|---|
| Maximum | 4.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 2.1 |
| Q1 | 2.6 |
| median | 3.5 |
| Q3 | 4.5 |
| 95-th percentile | 4.9 |
| Maximum | 4.9 |
| Range | 2.9 |
| Interquartile range (IQR) | 1.9 |
Descriptive statistics
| Standard deviation | 0.96791925 |
|---|---|
| Coefficient of variation (CV) | 0.27662739 |
| Kurtosis | -1.4633911 |
| Mean | 3.499 |
| Median Absolute Deviation (MAD) | 0.95 |
| Skewness | -0.0016225499 |
| Sum | 349.9 |
| Variance | 0.93686768 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=28)
| Value | Count | Frequency (%) |
| 4.5 | 7 | 7.0% |
| 2.6 | 6 | 6.0% |
| 4.8 | 6 | 6.0% |
| 2.2 | 6 | 6.0% |
| 4.7 | 6 | 6.0% |
| 4.9 | 6 | 6.0% |
| 3.2 | 5 | 5.0% |
| 4.0 | 5 | 5.0% |
| 2.4 | 5 | 5.0% |
| 2.1 | 5 | 5.0% |
| Other values (18) | 43 |
| Value | Count | Frequency (%) |
| 2.0 | 2 | 2.0% |
| 2.1 | 5 | |
| 2.2 | 6 | |
| 2.3 | 2 | 2.0% |
| 2.4 | 5 | |
| 2.5 | 3 | |
| 2.6 | 6 | |
| 2.7 | 3 | |
| 2.8 | 3 | |
| 2.9 | 3 |
| Value | Count | Frequency (%) |
| 4.9 | 6 | |
| 4.8 | 6 | |
| 4.7 | 6 | |
| 4.6 | 2 | 2.0% |
| 4.5 | 7 | |
| 4.4 | 3 | |
| 4.3 | 2 | 2.0% |
| 4.2 | 1 | 1.0% |
| 4.0 | 5 | |
| 3.9 | 3 |
chnlng_trrsrt_stsfdg_rt
Real number (ℝ)
| Distinct | 30 |
|---|---|
| Distinct (%) | 30.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.504 |
| Minimum | 2 |
|---|---|
| Maximum | 5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 2.2 |
| Q1 | 2.775 |
| median | 3.45 |
| Q3 | 4.3 |
| 95-th percentile | 4.8 |
| Maximum | 5 |
| Range | 3 |
| Interquartile range (IQR) | 1.525 |
Descriptive statistics
| Standard deviation | 0.8540953 |
|---|---|
| Coefficient of variation (CV) | 0.24374866 |
| Kurtosis | -1.2194811 |
| Mean | 3.504 |
| Median Absolute Deviation (MAD) | 0.75 |
| Skewness | 0.035954558 |
| Sum | 350.4 |
| Variance | 0.72947879 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=30)
| Value | Count | Frequency (%) |
| 4.3 | 8 | 8.0% |
| 2.2 | 6 | 6.0% |
| 2.9 | 6 | 6.0% |
| 2.4 | 6 | 6.0% |
| 3.9 | 5 | 5.0% |
| 2.7 | 5 | 5.0% |
| 2.5 | 5 | 5.0% |
| 4.8 | 5 | 5.0% |
| 4.1 | 4 | 4.0% |
| 3.3 | 4 | 4.0% |
| Other values (20) | 46 |
| Value | Count | Frequency (%) |
| 2.0 | 1 | 1.0% |
| 2.1 | 1 | 1.0% |
| 2.2 | 6 | |
| 2.4 | 6 | |
| 2.5 | 5 | |
| 2.6 | 1 | 1.0% |
| 2.7 | 5 | |
| 2.8 | 1 | 1.0% |
| 2.9 | 6 | |
| 3.0 | 4 |
| Value | Count | Frequency (%) |
| 5.0 | 1 | 1.0% |
| 4.9 | 3 | 3.0% |
| 4.8 | 5 | |
| 4.7 | 4 | |
| 4.6 | 2 | 2.0% |
| 4.5 | 1 | 1.0% |
| 4.4 | 2 | 2.0% |
| 4.3 | 8 | |
| 4.2 | 2 | 2.0% |
| 4.1 | 4 |
jalng_trrsrt_stsfdg_rt
Real number (ℝ)
| Distinct | 31 |
|---|---|
| Distinct (%) | 31.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.38 |
| Minimum | 2 |
|---|---|
| Maximum | 5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.0 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 2.2 |
| Q1 | 2.6 |
| median | 3.25 |
| Q3 | 4.225 |
| 95-th percentile | 4.805 |
| Maximum | 5 |
| Range | 3 |
| Interquartile range (IQR) | 1.625 |
Descriptive statistics
| Standard deviation | 0.89476593 |
|---|---|
| Coefficient of variation (CV) | 0.26472365 |
| Kurtosis | -1.2013661 |
| Mean | 3.38 |
| Median Absolute Deviation (MAD) | 0.75 |
| Skewness | 0.31453467 |
| Sum | 338 |
| Variance | 0.80060606 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 2.4 | 8 | 8.0% |
| 3.1 | 6 | 6.0% |
| 2.2 | 6 | 6.0% |
| 4.4 | 6 | 6.0% |
| 3.4 | 5 | 5.0% |
| 2.3 | 5 | 5.0% |
| 2.6 | 4 | 4.0% |
| 3.9 | 4 | 4.0% |
| 2.7 | 4 | 4.0% |
| 2.8 | 4 | 4.0% |
| Other values (21) | 48 |
| Value | Count | Frequency (%) |
| 2.0 | 1 | 1.0% |
| 2.1 | 1 | 1.0% |
| 2.2 | 6 | |
| 2.3 | 5 | |
| 2.4 | 8 | |
| 2.5 | 3 | 3.0% |
| 2.6 | 4 | |
| 2.7 | 4 | |
| 2.8 | 4 | |
| 2.9 | 1 | 1.0% |
| Value | Count | Frequency (%) |
| 5.0 | 3 | |
| 4.9 | 2 | 2.0% |
| 4.8 | 4 | |
| 4.7 | 3 | |
| 4.6 | 3 | |
| 4.5 | 2 | 2.0% |
| 4.4 | 6 | |
| 4.3 | 2 | 2.0% |
| 4.2 | 2 | 2.0% |
| 4.1 | 1 | 1.0% |
base_ymd
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 932.0 B |
| 2019-12-09 |
|---|
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2019-12-09 |
|---|---|
| 2nd row | 2019-12-09 |
| 3rd row | 2019-12-09 |
| 4th row | 2019-12-09 |
| 5th row | 2019-12-09 |
Common Values
| Value | Count | Frequency (%) |
| 2019-12-09 | 100 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2019-12-09 | 100 |
| entrp_nm | load_addr | city_do_cd | city_gn_gu_cd | xpos_lo | ypos_la | area_nm | hotel_grad | tel_no | homepage_url | klang_trrsrt_stsfdg_rt | engl_trrsrt_stsfdg_rt | chnlng_trrsrt_stsfdg_rt | jalng_trrsrt_stsfdg_rt | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| entrp_nm | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| load_addr | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| city_do_cd | 1.000 | 1.000 | 1.000 | 1.000 | 0.842 | 0.982 | 1.000 | 0.108 | 1.000 | 1.000 | 0.145 | 0.000 | 0.000 | 0.000 |
| city_gn_gu_cd | 1.000 | 1.000 | 1.000 | 1.000 | 0.840 | 0.982 | 1.000 | 0.098 | 1.000 | 1.000 | 0.146 | 0.000 | 0.000 | 0.000 |
| xpos_lo | 1.000 | 1.000 | 0.842 | 0.840 | 1.000 | 0.807 | 0.897 | 0.000 | 1.000 | 0.967 | 0.000 | 0.000 | 0.000 | 0.000 |
| ypos_la | 1.000 | 1.000 | 0.982 | 0.982 | 0.807 | 1.000 | 0.973 | 0.000 | 1.000 | 1.000 | 0.176 | 0.000 | 0.000 | 0.141 |
| area_nm | 1.000 | 1.000 | 1.000 | 1.000 | 0.897 | 0.973 | 1.000 | 0.000 | 1.000 | 1.000 | 0.051 | 0.000 | 0.000 | 0.000 |
| hotel_grad | 1.000 | 1.000 | 0.108 | 0.098 | 0.000 | 0.000 | 0.000 | 1.000 | 1.000 | 0.958 | 0.000 | 0.295 | 0.445 | 0.000 |
| tel_no | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| homepage_url | 1.000 | 1.000 | 1.000 | 1.000 | 0.967 | 1.000 | 1.000 | 0.958 | 1.000 | 1.000 | 0.623 | 0.911 | 0.000 | 0.000 |
| klang_trrsrt_stsfdg_rt | 1.000 | 1.000 | 0.145 | 0.146 | 0.000 | 0.176 | 0.051 | 0.000 | 1.000 | 0.623 | 1.000 | 0.000 | 0.405 | 0.514 |
| engl_trrsrt_stsfdg_rt | 1.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.295 | 1.000 | 0.911 | 0.000 | 1.000 | 0.290 | 0.000 |
| chnlng_trrsrt_stsfdg_rt | 1.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.445 | 1.000 | 0.000 | 0.405 | 0.290 | 1.000 | 0.491 |
| jalng_trrsrt_stsfdg_rt | 1.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.141 | 0.000 | 0.000 | 1.000 | 0.000 | 0.514 | 0.000 | 0.491 | 1.000 |
| hotel_grad | area_nm | |
|---|---|---|
| hotel_grad | 1.000 | 0.000 |
| area_nm | 0.000 | 1.000 |
| city_do_cd | city_gn_gu_cd | xpos_lo | ypos_la | klang_trrsrt_stsfdg_rt | engl_trrsrt_stsfdg_rt | chnlng_trrsrt_stsfdg_rt | jalng_trrsrt_stsfdg_rt | area_nm | hotel_grad | |
|---|---|---|---|---|---|---|---|---|---|---|
| city_do_cd | 1.000 | 0.927 | -0.190 | -0.818 | 0.012 | -0.055 | 0.002 | -0.078 | 0.989 | 0.062 |
| city_gn_gu_cd | 0.927 | 1.000 | -0.136 | -0.869 | 0.054 | 0.018 | 0.021 | -0.149 | 0.989 | 0.062 |
| xpos_lo | -0.190 | -0.136 | 1.000 | -0.048 | -0.027 | 0.165 | 0.120 | -0.107 | 0.717 | 0.000 |
| ypos_la | -0.818 | -0.869 | -0.048 | 1.000 | 0.023 | -0.013 | -0.079 | 0.120 | 0.935 | 0.000 |
| klang_trrsrt_stsfdg_rt | 0.012 | 0.054 | -0.027 | 0.023 | 1.000 | -0.134 | 0.078 | 0.008 | 0.084 | 0.176 |
| engl_trrsrt_stsfdg_rt | -0.055 | 0.018 | 0.165 | -0.013 | -0.134 | 1.000 | -0.046 | -0.064 | 0.000 | 0.118 |
| chnlng_trrsrt_stsfdg_rt | 0.002 | 0.021 | 0.120 | -0.079 | 0.078 | -0.046 | 1.000 | -0.092 | 0.000 | 0.114 |
| jalng_trrsrt_stsfdg_rt | -0.078 | -0.149 | -0.107 | 0.120 | 0.008 | -0.064 | -0.092 | 1.000 | 0.000 | 0.106 |
| area_nm | 0.989 | 0.989 | 0.717 | 0.935 | 0.084 | 0.000 | 0.000 | 0.000 | 1.000 | 0.000 |
| hotel_grad | 0.062 | 0.062 | 0.000 | 0.000 | 0.176 | 0.118 | 0.114 | 0.106 | 0.000 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
| entrp_nm | load_addr | city_do_cd | city_gn_gu_cd | xpos_lo | ypos_la | area_nm | hotel_grad | tel_no | homepage_url | klang_trrsrt_stsfdg_rt | engl_trrsrt_stsfdg_rt | chnlng_trrsrt_stsfdg_rt | jalng_trrsrt_stsfdg_rt | base_ymd | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | E호텔 | 서울특별시 서초구 반포대로18길 40 E 호텔 | 11 | 11650 | 127.012608 | 37.486972 | 서울 | 3 | 02-521-6555 | http://www.e-hotel.kr/ | 4.0 | 3.8 | 4.6 | 2.6 | 2019-12-09 |
| 1 | 호텔스카이파크킹스타운동대문 | 서울특별시 중구 장충단로13길 20 14층 | 11 | 11140 | 127.007667 | 37.568736 | 서울 | 4 | 02-6952-8991 | https://www.skyparkhotel.com/html/main.asp | 3.1 | 3.3 | 3.9 | 3.2 | 2019-12-09 |
| 2 | 나인트리프리미어호텔명동2 | 서울특별시 중구 마른내로 28 | 11 | 11140 | 126.990819 | 37.564337 | 서울 | 4 | 02-6967-0999 | http://www.ninetreehotels.com/nth2/ | 3.0 | 3.2 | 2.5 | 3.9 | 2019-12-09 |
| 3 | 나인트리호텔명동 | 서울특별시 종로구 인사동길 49 | 11 | 11110 | 126.983553 | 37.574467 | 서울 | 3 | 02-750-0999 | https://ninetreehotel.com/ | 3.7 | 2.5 | 2.0 | 4.6 | 2019-12-09 |
| 4 | 라마다서울동대문 | 서울특별시 중구 동호로 354 | 11 | 11140 | 127.0028 | 37.5659 | 서울 | 3 | 02-2276-3500 | http://www.ramadaddm.com/main/ | 4.3 | 2.2 | 3.5 | 4.5 | 2019-12-09 |
| 5 | 라마다앙코르서울마곡 | 서울특별시 강서구 마곡중앙로 161-11 힐스테이트에코마곡나루역라마다앙코르서울특별시 | 11 | 11500 | 126.826722 | 37.567976 | 서울 | 3 | 02-2161-9000 | http://www.ramadaencore-seoulmagok.com/ | 4.9 | 4.0 | 3.4 | 3.9 | 2019-12-09 |
| 6 | 라마다앙코르제주서귀포 | 제주특별자치도 서귀포시 서호중로 55 | 50 | 50130 | 126.519265 | 33.254477 | 제주 | 4 | 064-735-2000 | https://www.ramadaencorejejuseogwipo.com/ | 3.0 | 4.4 | 2.2 | 3.1 | 2019-12-09 |
| 7 | 호텔시에나 | 경기도 파주시 소리천로 31 | 41 | 41480 | 126.761872 | 37.715623 | 경기 | 3 | 031-943-7260 | http://www.hotelsienna.com/ | 4.5 | 2.8 | 3.8 | 2.8 | 2019-12-09 |
| 8 | 라비타호텔 | 서울특별시 강남구 영동대로 712 | 11 | 11680 | 127.056884 | 37.521414 | 서울 | 2 | 02-545-0015 | <NA> | 2.5 | 3.6 | 4.0 | 4.3 | 2019-12-09 |
| 9 | 레지던스 강남 | 서울특별시 강남구 학동로4길 15 | 11 | 11680 | 127.023536 | 37.510515 | 서울 | <NA> | 02-3485-3100 | <NA> | 3.4 | 2.8 | 2.1 | 4.2 | 2019-12-09 |
| entrp_nm | load_addr | city_do_cd | city_gn_gu_cd | xpos_lo | ypos_la | area_nm | hotel_grad | tel_no | homepage_url | klang_trrsrt_stsfdg_rt | engl_trrsrt_stsfdg_rt | chnlng_trrsrt_stsfdg_rt | jalng_trrsrt_stsfdg_rt | base_ymd | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 90 | 필로스 호텔 | 경북 포항시 북구 죽파로 6 | 47 | 47113 | 129.357364 | 36.029035 | 경북 | 4 | 054-250-2000 | http://www.philoshotel.kr/ | 2.3 | 4.0 | 3.9 | 2.8 | 2019-12-09 |
| 91 | 한강 호텔 | 서울특별시 광진구 광장동 188-2 | 11 | 11215 | 127.036639 | 37.52739 | 서울 | 4 | <NA> | <NA> | 3.8 | 2.1 | 4.0 | 3.7 | 2019-12-09 |
| 92 | 해담채 가산 | 서울특별시 금천구 벚꽃로56길 190 | 11 | 11545 | 126.888727 | 37.4795 | 서울 | 3 | 02-853-7111 | https://www.hotelhaedamchae.com/ | 3.2 | 2.9 | 2.9 | 3.6 | 2019-12-09 |
| 93 | 해담채 스테이 | 서울특별시 강서구 곰달래로 70-1 | 11 | 11500 | 126.840596 | 37.530015 | 서울 | 1 | 070-4632-3500 | http://www.haedamchaestay.com/ | 4.2 | 3.7 | 3.6 | 3.0 | 2019-12-09 |
| 94 | 해운대 비지니스호텔S | 부산광역시 해운대구 구남로8번길 49 | 26 | 26350 | 129.156924 | 35.1616 | 부산 | 3 | 051-741-5009 | http://www.businesshotelshaeundae.com/ | 4.2 | 2.6 | 4.3 | 2.4 | 2019-12-09 |
| 95 | 해운대골든튤립 | 부산광역시 해운대구 해운대해변로 322 | 26 | 26350 | 129.165879 | 35.162277 | 부산 | 4 | 051-795-7000 | http://www.goldentulip-haeundae.com/ | 4.8 | 4.7 | 4.9 | 2.4 | 2019-12-09 |
| 96 | 호매실 호텔 | 경기도 수원시 권선구 금곡로 197번길 17-10 | 41 | 41113 | 126.951318 | 37.274486 | 경기 | 2 | <NA> | <NA> | 4.9 | 2.2 | 2.7 | 3.4 | 2019-12-09 |
| 97 | 호메르스 호텔 | 부산광역시 수영구 광안해변로 217 호메르스관광호텔 | 26 | 26500 | 129.11798 | 35.153426 | 부산 | 3 | 051-750-8000 | http://www.homershotel.com/ | 4.3 | 3.3 | 4.4 | 2.4 | 2019-12-09 |
| 98 | 호텔 노블레스 서울 | 서울특별시 노원구 노해로77길 22 노블레스관광호텔 | 11 | 11350 | 127.05935 | 37.655194 | 서울 | 1 | 02-558-1202 | http://www.noblesse.com/home/main.php# | 4.4 | 4.8 | 4.1 | 3.5 | 2019-12-09 |
| 99 | 호텔 더 디자이너스 동대문 | 서울특별시 중구 퇴계로 306 | 11 | 11140 | 127.00566 | 37.563611 | 서울 | 2 | 02-2271-3501 | http://hotelthedesigners.com/dongdaemun/ | 2.0 | 2.9 | 3.4 | 3.3 | 2019-12-09 |