Dataset statistics
| Number of variables | 13 |
|---|---|
| Number of observations | 1058 |
| Missing cells | 727 |
| Missing cells (%) | 5.3% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 114.8 KiB |
| Average record size in memory | 111.1 B |
Variable types
| Numeric | 6 |
|---|---|
| Text | 5 |
| Categorical | 2 |
Dataset
| Description | 제주국제자유도시개발센터가 제주시 첨단로 330에서 운영하는 세미양빌딩 내 문화공간 "낭"의 2018년 도서 목록입니다. 도서명, 출판사, 분야, 가격,ISBN 등이 있습니다. |
|---|---|
| Author | 제주국제자유도시개발센터 |
| URL | https://www.data.go.kr/data/15084277/fileData.do |
종수 has constant value "" | Constant |
연번 is highly overall correlated with 단가 and 3 other fields | High correlation |
단가 is highly overall correlated with 연번 and 2 other fields | High correlation |
금 액 is highly overall correlated with 연번 and 2 other fields | High correlation |
견적금액 is highly overall correlated with 연번 and 2 other fields | High correlation |
비고 is highly overall correlated with 연번 | High correlation |
저자 2 has 710 (67.1%) missing values | Missing |
ISBN has 15 (1.4%) missing values | Missing |
연번 has unique values | Unique |
Reproduction
| Analysis started | 2023-12-12 02:39:13.458413 |
|---|---|
| Analysis finished | 2023-12-12 02:39:19.577101 |
| Duration | 6.12 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
연번
Real number (ℝ)
HIGH CORRELATION UNIQUE
| Distinct | 1058 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 529.5 |
| Minimum | 1 |
|---|---|
| Maximum | 1058 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 53.85 |
| Q1 | 265.25 |
| median | 529.5 |
| Q3 | 793.75 |
| 95-th percentile | 1005.15 |
| Maximum | 1058 |
| Range | 1057 |
| Interquartile range (IQR) | 528.5 |
Descriptive statistics
| Standard deviation | 305.5626 |
|---|---|
| Coefficient of variation (CV) | 0.57707761 |
| Kurtosis | -1.2 |
| Mean | 529.5 |
| Median Absolute Deviation (MAD) | 264.5 |
| Skewness | 0 |
| Sum | 560211 |
| Variance | 93368.5 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 1 | 0.1% |
| 712 | 1 | 0.1% |
| 698 | 1 | 0.1% |
| 699 | 1 | 0.1% |
| 700 | 1 | 0.1% |
| 701 | 1 | 0.1% |
| 702 | 1 | 0.1% |
| 703 | 1 | 0.1% |
| 704 | 1 | 0.1% |
| 705 | 1 | 0.1% |
| Other values (1048) | 1048 |
| 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 (%) |
| 1058 | 1 | |
| 1057 | 1 | |
| 1056 | 1 | |
| 1055 | 1 | |
| 1054 | 1 | |
| 1053 | 1 | |
| 1052 | 1 | |
| 1051 | 1 | |
| 1050 | 1 | |
| 1049 | 1 |
도서명
Text
| Distinct | 1056 |
|---|---|
| Distinct (%) | 99.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.4 KiB |
Length
| Max length | 35 |
|---|---|
| Median length | 26 |
| Mean length | 11.819471 |
| Min length | 1 |
Characters and Unicode
| Total characters | 12505 |
|---|---|
| Distinct characters | 793 |
| Distinct categories | 10 ? |
| Distinct scripts | 3 ? |
| Distinct blocks | 3 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1054 ? |
|---|---|
| Unique (%) | 99.6% |
Sample
| 1st row | 숨기 대장 카멜레온 |
|---|---|
| 2nd row | 주주 할머니의 주스 가게 |
| 3rd row | 큰 건 내거야 |
| 4th row | 하양이의 나들이 |
| 5th row | 같은 것끼리 짝짝! |
| Value | Count | Frequency (%) |
| 초등 | 41 | 1.2% |
| 내 | 25 | 0.7% |
| 과학 | 24 | 0.7% |
| 단행본 | 20 | 0.6% |
| 내가 | 20 | 0.6% |
| 우리 | 18 | 0.5% |
| 이야기 | 17 | 0.5% |
| 좋아하는 | 16 | 0.5% |
| 아이 | 16 | 0.5% |
| 엄마 | 14 | 0.4% |
| Other values (2194) | 3197 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2476 | 19.8% | |
| 이 | 313 | 2.5% |
| 아 | 221 | 1.8% |
| 는 | 194 | 1.6% |
| 의 | 182 | 1.5% |
| 가 | 155 | 1.2% |
| 기 | 146 | 1.2% |
| 리 | 134 | 1.1% |
| 어 | 128 | 1.0% |
| 지 | 114 | 0.9% |
| Other values (783) | 8442 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 9174 | |
| Space Separator | 2476 | 19.8% |
| Decimal Number | 358 | 2.9% |
| Other Punctuation | 187 | 1.5% |
| Open Punctuation | 107 | 0.9% |
| Close Punctuation | 107 | 0.9% |
| Uppercase Letter | 53 | 0.4% |
| Math Symbol | 23 | 0.2% |
| Lowercase Letter | 18 | 0.1% |
| Dash Punctuation | 2 | < 0.1% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 이 | 313 | 3.4% |
| 아 | 221 | 2.4% |
| 는 | 194 | 2.1% |
| 의 | 182 | 2.0% |
| 가 | 155 | 1.7% |
| 기 | 146 | 1.6% |
| 리 | 134 | 1.5% |
| 어 | 128 | 1.4% |
| 지 | 114 | 1.2% |
| 다 | 112 | 1.2% |
| Other values (733) | 7475 |
Uppercase Letter
| Value | Count | Frequency (%) |
| W | 7 | |
| O | 5 | 9.4% |
| Y | 5 | 9.4% |
| P | 4 | 7.5% |
| H | 4 | 7.5% |
| N | 4 | 7.5% |
| L | 3 | 5.7% |
| A | 3 | 5.7% |
| E | 3 | 5.7% |
| C | 2 | 3.8% |
| Other values (9) | 13 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 97 | |
| 0 | 65 | |
| 2 | 43 | |
| 4 | 42 | |
| 5 | 27 | 7.5% |
| 3 | 26 | 7.3% |
| 6 | 19 | 5.3% |
| 8 | 18 | 5.0% |
| 9 | 11 | 3.1% |
| 7 | 10 | 2.8% |
Lowercase Letter
| Value | Count | Frequency (%) |
| w | 4 | |
| h | 3 | |
| y | 3 | |
| e | 3 | |
| o | 2 | |
| a | 1 | 5.6% |
| l | 1 | 5.6% |
| p | 1 | 5.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 61 | |
| ? | 60 | |
| ! | 49 | |
| : | 11 | 5.9% |
| . | 2 | 1.1% |
| % | 2 | 1.1% |
| & | 2 | 1.1% |
Math Symbol
| Value | Count | Frequency (%) |
| ~ | 22 | |
| + | 1 | 4.3% |
Space Separator
| Value | Count | Frequency (%) |
| 2476 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 107 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 107 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 9174 | |
| Common | 3260 | 26.1% |
| Latin | 71 | 0.6% |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 이 | 313 | 3.4% |
| 아 | 221 | 2.4% |
| 는 | 194 | 2.1% |
| 의 | 182 | 2.0% |
| 가 | 155 | 1.7% |
| 기 | 146 | 1.6% |
| 리 | 134 | 1.5% |
| 어 | 128 | 1.4% |
| 지 | 114 | 1.2% |
| 다 | 112 | 1.2% |
| Other values (733) | 7475 |
Latin
| Value | Count | Frequency (%) |
| W | 7 | 9.9% |
| O | 5 | 7.0% |
| Y | 5 | 7.0% |
| w | 4 | 5.6% |
| P | 4 | 5.6% |
| H | 4 | 5.6% |
| N | 4 | 5.6% |
| h | 3 | 4.2% |
| y | 3 | 4.2% |
| L | 3 | 4.2% |
| Other values (17) | 29 |
Common
| Value | Count | Frequency (%) |
| 2476 | ||
| ( | 107 | 3.3% |
| ) | 107 | 3.3% |
| 1 | 97 | 3.0% |
| 0 | 65 | 2.0% |
| , | 61 | 1.9% |
| ? | 60 | 1.8% |
| ! | 49 | 1.5% |
| 2 | 43 | 1.3% |
| 4 | 42 | 1.3% |
| Other values (13) | 153 | 4.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 9171 | |
| ASCII | 3331 | 26.6% |
| Compat Jamo | 3 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2476 | ||
| ( | 107 | 3.2% |
| ) | 107 | 3.2% |
| 1 | 97 | 2.9% |
| 0 | 65 | 2.0% |
| , | 61 | 1.8% |
| ? | 60 | 1.8% |
| ! | 49 | 1.5% |
| 2 | 43 | 1.3% |
| 4 | 42 | 1.3% |
| Other values (40) | 224 | 6.7% |
Hangul
| Value | Count | Frequency (%) |
| 이 | 313 | 3.4% |
| 아 | 221 | 2.4% |
| 는 | 194 | 2.1% |
| 의 | 182 | 2.0% |
| 가 | 155 | 1.7% |
| 기 | 146 | 1.6% |
| 리 | 134 | 1.5% |
| 어 | 128 | 1.4% |
| 지 | 114 | 1.2% |
| 다 | 112 | 1.2% |
| Other values (730) | 7472 |
Compat Jamo
| Value | Count | Frequency (%) |
| ㄱ | 1 | |
| ㄴ | 1 | |
| ㄷ | 1 |
저자 1
Text
| Distinct | 778 |
|---|---|
| Distinct (%) | 73.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.4 KiB |
Length
| Max length | 15 |
|---|---|
| Median length | 3 |
| Mean length | 4.4338374 |
| Min length | 2 |
Characters and Unicode
| Total characters | 4691 |
|---|---|
| Distinct characters | 423 |
| Distinct categories | 6 ? |
| Distinct scripts | 3 ? |
| Distinct blocks | 3 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 638 ? |
|---|---|
| Unique (%) | 60.3% |
Sample
| 1st row | 문주영 |
|---|---|
| 2nd row | 정혜란 |
| 3rd row | 정순 |
| 4th row | 신지명 |
| 5th row | 김자영 |
| Value | Count | Frequency (%) |
| 편집부 | 29 | 2.0% |
| 외 | 22 | 1.5% |
| 앤서니브라운 | 13 | 0.9% |
| 존 | 11 | 0.8% |
| 한규호 | 9 | 0.6% |
| 이선아 | 8 | 0.5% |
| 이혜옥 | 8 | 0.5% |
| 이신애 | 7 | 0.5% |
| 서지원 | 7 | 0.5% |
| 최숙희 | 7 | 0.5% |
| Other values (1028) | 1337 |
Most occurring characters
| Value | Count | Frequency (%) |
| 433 | 9.2% | |
| 이 | 195 | 4.2% |
| 스 | 111 | 2.4% |
| 김 | 106 | 2.3% |
| 리 | 104 | 2.2% |
| 미 | 78 | 1.7% |
| 정 | 76 | 1.6% |
| 영 | 69 | 1.5% |
| 지 | 63 | 1.3% |
| 라 | 58 | 1.2% |
| Other values (413) | 3398 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 4221 | |
| Space Separator | 436 | 9.3% |
| Uppercase Letter | 16 | 0.3% |
| Lowercase Letter | 9 | 0.2% |
| Other Punctuation | 8 | 0.2% |
| Dash Punctuation | 1 | < 0.1% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 이 | 195 | 4.6% |
| 스 | 111 | 2.6% |
| 김 | 106 | 2.5% |
| 리 | 104 | 2.5% |
| 미 | 78 | 1.8% |
| 정 | 76 | 1.8% |
| 영 | 69 | 1.6% |
| 지 | 63 | 1.5% |
| 라 | 58 | 1.4% |
| 희 | 53 | 1.3% |
| Other values (389) | 3308 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 3 | |
| K | 2 | |
| B | 2 | |
| S | 1 | 6.2% |
| X | 1 | 6.2% |
| A | 1 | 6.2% |
| L | 1 | 6.2% |
| G | 1 | 6.2% |
| U | 1 | 6.2% |
| P | 1 | 6.2% |
| Other values (2) | 2 |
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 2 | |
| a | 2 | |
| o | 1 | |
| k | 1 | |
| e | 1 | |
| i | 1 | |
| l | 1 |
Space Separator
| Value | Count | Frequency (%) |
| 433 | ||
| 3 | 0.7% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 7 | |
| , | 1 | 12.5% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 4221 | |
| Common | 445 | 9.5% |
| Latin | 25 | 0.5% |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 이 | 195 | 4.6% |
| 스 | 111 | 2.6% |
| 김 | 106 | 2.5% |
| 리 | 104 | 2.5% |
| 미 | 78 | 1.8% |
| 정 | 76 | 1.8% |
| 영 | 69 | 1.6% |
| 지 | 63 | 1.5% |
| 라 | 58 | 1.4% |
| 희 | 53 | 1.3% |
| Other values (389) | 3308 |
Latin
| Value | Count | Frequency (%) |
| C | 3 | 12.0% |
| K | 2 | 8.0% |
| B | 2 | 8.0% |
| r | 2 | 8.0% |
| a | 2 | 8.0% |
| S | 1 | 4.0% |
| X | 1 | 4.0% |
| o | 1 | 4.0% |
| A | 1 | 4.0% |
| L | 1 | 4.0% |
| Other values (9) | 9 |
Common
| Value | Count | Frequency (%) |
| 433 | ||
| . | 7 | 1.6% |
| 3 | 0.7% | |
| , | 1 | 0.2% |
| - | 1 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 4221 | |
| ASCII | 467 | 10.0% |
| None | 3 | 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 433 | ||
| . | 7 | 1.5% |
| C | 3 | 0.6% |
| K | 2 | 0.4% |
| B | 2 | 0.4% |
| r | 2 | 0.4% |
| a | 2 | 0.4% |
| S | 1 | 0.2% |
| X | 1 | 0.2% |
| o | 1 | 0.2% |
| Other values (13) | 13 | 2.8% |
Hangul
| Value | Count | Frequency (%) |
| 이 | 195 | 4.6% |
| 스 | 111 | 2.6% |
| 김 | 106 | 2.5% |
| 리 | 104 | 2.5% |
| 미 | 78 | 1.8% |
| 정 | 76 | 1.8% |
| 영 | 69 | 1.6% |
| 지 | 63 | 1.5% |
| 라 | 58 | 1.4% |
| 희 | 53 | 1.3% |
| Other values (389) | 3308 |
None
| Value | Count | Frequency (%) |
| 3 |
저자 2
Text
MISSING
| Distinct | 254 |
|---|---|
| Distinct (%) | 73.0% |
| Missing | 710 |
| Missing (%) | 67.1% |
| Memory size | 8.4 KiB |
Length
| Max length | 13 |
|---|---|
| Median length | 3 |
| Mean length | 3.3706897 |
| Min length | 2 |
Characters and Unicode
| Total characters | 1173 |
|---|---|
| Distinct characters | 213 |
| Distinct categories | 5 ? |
| 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 | 208 ? |
|---|---|
| Unique (%) | 59.8% |
Sample
| 1st row | 한은미 |
|---|---|
| 2nd row | 이순성 |
| 3rd row | 이명숙 |
| 4th row | 정혜원 |
| 5th row | 박지영 |
| Value | Count | Frequency (%) |
| 김현경 | 8 | 2.1% |
| 박지영 | 7 | 1.8% |
| 정혜원 | 7 | 1.8% |
| 김현희 | 6 | 1.6% |
| 조선학 | 5 | 1.3% |
| 박혜수 | 5 | 1.3% |
| 김희성 | 4 | 1.0% |
| 이순영 | 4 | 1.0% |
| 김난주 | 4 | 1.0% |
| 김숙 | 4 | 1.0% |
| Other values (276) | 330 |
Most occurring characters
| Value | Count | Frequency (%) |
| 김 | 85 | 7.2% |
| 정 | 67 | 5.7% |
| 이 | 55 | 4.7% |
| 현 | 40 | 3.4% |
| 희 | 40 | 3.4% |
| 영 | 39 | 3.3% |
| 37 | 3.2% | |
| 지 | 35 | 3.0% |
| 미 | 32 | 2.7% |
| 박 | 29 | 2.5% |
| Other values (203) | 714 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 1119 | |
| Space Separator | 37 | 3.2% |
| Other Punctuation | 11 | 0.9% |
| Uppercase Letter | 4 | 0.3% |
| Math Symbol | 2 | 0.2% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 김 | 85 | 7.6% |
| 정 | 67 | 6.0% |
| 이 | 55 | 4.9% |
| 현 | 40 | 3.6% |
| 희 | 40 | 3.6% |
| 영 | 39 | 3.5% |
| 지 | 35 | 3.1% |
| 미 | 32 | 2.9% |
| 박 | 29 | 2.6% |
| 경 | 27 | 2.4% |
| Other values (194) | 670 |
Uppercase Letter
| Value | Count | Frequency (%) |
| T | 1 | |
| X | 1 | |
| L | 1 | |
| R | 1 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 10 | |
| . | 1 | 9.1% |
Math Symbol
| Value | Count | Frequency (%) |
| > | 1 | |
| < | 1 |
Space Separator
| Value | Count | Frequency (%) |
| 37 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 1119 | |
| Common | 50 | 4.3% |
| Latin | 4 | 0.3% |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 김 | 85 | 7.6% |
| 정 | 67 | 6.0% |
| 이 | 55 | 4.9% |
| 현 | 40 | 3.6% |
| 희 | 40 | 3.6% |
| 영 | 39 | 3.5% |
| 지 | 35 | 3.1% |
| 미 | 32 | 2.9% |
| 박 | 29 | 2.6% |
| 경 | 27 | 2.4% |
| Other values (194) | 670 |
Common
| Value | Count | Frequency (%) |
| 37 | ||
| , | 10 | 20.0% |
| > | 1 | 2.0% |
| < | 1 | 2.0% |
| . | 1 | 2.0% |
Latin
| Value | Count | Frequency (%) |
| T | 1 | |
| X | 1 | |
| L | 1 | |
| R | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 1119 | |
| ASCII | 54 | 4.6% |
Most frequent character per block
Hangul
| Value | Count | Frequency (%) |
| 김 | 85 | 7.6% |
| 정 | 67 | 6.0% |
| 이 | 55 | 4.9% |
| 현 | 40 | 3.6% |
| 희 | 40 | 3.6% |
| 영 | 39 | 3.5% |
| 지 | 35 | 3.1% |
| 미 | 32 | 2.9% |
| 박 | 29 | 2.6% |
| 경 | 27 | 2.4% |
| Other values (194) | 670 |
ASCII
| Value | Count | Frequency (%) |
| 37 | ||
| , | 10 | 18.5% |
| > | 1 | 1.9% |
| T | 1 | 1.9% |
| < | 1 | 1.9% |
| X | 1 | 1.9% |
| L | 1 | 1.9% |
| . | 1 | 1.9% |
| R | 1 | 1.9% |
ISBN
Text
MISSING
| Distinct | 1030 |
|---|---|
| Distinct (%) | 98.8% |
| Missing | 15 |
| Missing (%) | 1.4% |
| Memory size | 8.4 KiB |
Length
| Max length | 21 |
|---|---|
| Median length | 17 |
| Mean length | 16.975072 |
| Min length | 8 |
Characters and Unicode
| Total characters | 17705 |
|---|---|
| Distinct characters | 16 |
| 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 | 1020 ? |
|---|---|
| Unique (%) | 97.8% |
Sample
| 1st row | 979-11-253-0550-7(50) |
|---|---|
| 2nd row | 979-11-253-0552-1 |
| 3rd row | 979-11-253-0713-6 |
| 4th row | 979-11-253-0786-0 |
| 5th row | 979-11-253-0818-8 |
| Value | Count | Frequency (%) |
| 8.81e+12 | 4 | 0.4% |
| 979-11-5948-244-1 | 3 | 0.3% |
| 979-11-253-1045-7 | 2 | 0.2% |
| 978-89-98172-03-9 | 2 | 0.2% |
| 979-11-5948-549-7 | 2 | 0.2% |
| 979-11-253-0458-6 | 2 | 0.2% |
| 979-11-253-0460-9 | 2 | 0.2% |
| 979-11-253-0459-3 | 2 | 0.2% |
| 979-11-5948-275-5 | 2 | 0.2% |
| 979-11-5948-264-9 | 2 | 0.2% |
| Other values (1020) | 1020 |
Most occurring characters
| Value | Count | Frequency (%) |
| - | 4150 | |
| 9 | 2882 | |
| 8 | 1898 | |
| 1 | 1797 | |
| 7 | 1746 | |
| 5 | 1084 | 6.1% |
| 0 | 942 | 5.3% |
| 2 | 876 | 4.9% |
| 3 | 817 | 4.6% |
| 6 | 773 | 4.4% |
| Other values (6) | 740 | 4.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 13537 | |
| Dash Punctuation | 4150 | 23.4% |
| Other Punctuation | 4 | < 0.1% |
| Uppercase Letter | 4 | < 0.1% |
| Math Symbol | 4 | < 0.1% |
| Open Punctuation | 3 | < 0.1% |
| Close Punctuation | 3 | < 0.1% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 9 | 2882 | |
| 8 | 1898 | |
| 1 | 1797 | |
| 7 | 1746 | |
| 5 | 1084 | 8.0% |
| 0 | 942 | 7.0% |
| 2 | 876 | 6.5% |
| 3 | 817 | 6.0% |
| 6 | 773 | 5.7% |
| 4 | 722 | 5.3% |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 4150 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 4 |
Uppercase Letter
| Value | Count | Frequency (%) |
| E | 4 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 4 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 3 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 3 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 17701 | |
| Latin | 4 | < 0.1% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| - | 4150 | |
| 9 | 2882 | |
| 8 | 1898 | |
| 1 | 1797 | |
| 7 | 1746 | |
| 5 | 1084 | 6.1% |
| 0 | 942 | 5.3% |
| 2 | 876 | 4.9% |
| 3 | 817 | 4.6% |
| 6 | 773 | 4.4% |
| Other values (5) | 736 | 4.2% |
Latin
| Value | Count | Frequency (%) |
| E | 4 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 17705 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| - | 4150 | |
| 9 | 2882 | |
| 8 | 1898 | |
| 1 | 1797 | |
| 7 | 1746 | |
| 5 | 1084 | 6.1% |
| 0 | 942 | 5.3% |
| 2 | 876 | 4.9% |
| 3 | 817 | 4.6% |
| 6 | 773 | 4.4% |
| Other values (6) | 740 | 4.2% |
발행자(출판사)
Text
| Distinct | 337 |
|---|---|
| Distinct (%) | 31.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.4 KiB |
Length
| Max length | 11 |
|---|---|
| Median length | 9 |
| Mean length | 4.4045369 |
| Min length | 1 |
Characters and Unicode
| Total characters | 4660 |
|---|---|
| Distinct characters | 363 |
| 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 | 194 ? |
|---|---|
| Unique (%) | 18.3% |
Sample
| 1st row | NEKIDS |
|---|---|
| 2nd row | NEKIDS |
| 3rd row | NEKIDS |
| 4th row | NEKIDS |
| 5th row | NEKIDS |
| Value | Count | Frequency (%) |
| nekids | 192 | 18.0% |
| 그린키즈 | 38 | 3.6% |
| 길벗어린이 | 21 | 2.0% |
| 책읽는곰 | 20 | 1.9% |
| 웅진주니어 | 20 | 1.9% |
| 동아출판 | 20 | 1.9% |
| 비타북스 | 18 | 1.7% |
| 비룡소 | 18 | 1.7% |
| 시공주니어 | 17 | 1.6% |
| 호박꽃 | 15 | 1.4% |
| Other values (331) | 686 |
Most occurring characters
| Value | Count | Frequency (%) |
| K | 207 | 4.4% |
| S | 195 | 4.2% |
| I | 194 | 4.2% |
| D | 193 | 4.1% |
| N | 192 | 4.1% |
| E | 192 | 4.1% |
| 스 | 155 | 3.3% |
| 이 | 135 | 2.9% |
| 북 | 116 | 2.5% |
| 어 | 112 | 2.4% |
| Other values (353) | 2969 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 3396 | |
| Uppercase Letter | 1215 | 26.1% |
| Lowercase Letter | 26 | 0.6% |
| Decimal Number | 9 | 0.2% |
| Space Separator | 7 | 0.2% |
| Other Punctuation | 7 | 0.2% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 스 | 155 | 4.6% |
| 이 | 135 | 4.0% |
| 북 | 116 | 3.4% |
| 어 | 112 | 3.3% |
| 린 | 81 | 2.4% |
| 즈 | 79 | 2.3% |
| 아 | 72 | 2.1% |
| 리 | 66 | 1.9% |
| 사 | 65 | 1.9% |
| 비 | 63 | 1.9% |
| Other values (322) | 2452 |
Uppercase Letter
| Value | Count | Frequency (%) |
| K | 207 | |
| S | 195 | |
| I | 194 | |
| D | 193 | |
| N | 192 | |
| E | 192 | |
| H | 15 | 1.2% |
| R | 14 | 1.2% |
| B | 5 | 0.4% |
| M | 5 | 0.4% |
| Other values (2) | 3 | 0.2% |
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 7 | |
| e | 3 | |
| k | 3 | |
| r | 2 | 7.7% |
| i | 2 | 7.7% |
| b | 2 | 7.7% |
| u | 2 | 7.7% |
| t | 2 | 7.7% |
| c | 2 | 7.7% |
| m | 1 | 3.8% |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 1 | 2 | |
| 2 | 2 | |
| 8 | 1 | |
| 3 | 1 | |
| 4 | 1 |
Other Punctuation
| Value | Count | Frequency (%) |
| & | 5 | |
| . | 2 | 28.6% |
Space Separator
| Value | Count | Frequency (%) |
| 7 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 3396 | |
| Latin | 1241 | 26.6% |
| Common | 23 | 0.5% |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 스 | 155 | 4.6% |
| 이 | 135 | 4.0% |
| 북 | 116 | 3.4% |
| 어 | 112 | 3.3% |
| 린 | 81 | 2.4% |
| 즈 | 79 | 2.3% |
| 아 | 72 | 2.1% |
| 리 | 66 | 1.9% |
| 사 | 65 | 1.9% |
| 비 | 63 | 1.9% |
| Other values (322) | 2452 |
Latin
| Value | Count | Frequency (%) |
| K | 207 | |
| S | 195 | |
| I | 194 | |
| D | 193 | |
| N | 192 | |
| E | 192 | |
| H | 15 | 1.2% |
| R | 14 | 1.1% |
| o | 7 | 0.6% |
| B | 5 | 0.4% |
| Other values (12) | 27 | 2.2% |
Common
| Value | Count | Frequency (%) |
| 7 | ||
| & | 5 | |
| . | 2 | 8.7% |
| 0 | 2 | 8.7% |
| 1 | 2 | 8.7% |
| 2 | 2 | 8.7% |
| 8 | 1 | 4.3% |
| 3 | 1 | 4.3% |
| 4 | 1 | 4.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 3396 | |
| ASCII | 1264 | 27.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| K | 207 | |
| S | 195 | |
| I | 194 | |
| D | 193 | |
| N | 192 | |
| E | 192 | |
| H | 15 | 1.2% |
| R | 14 | 1.1% |
| o | 7 | 0.6% |
| 7 | 0.6% | |
| Other values (21) | 48 | 3.8% |
Hangul
| Value | Count | Frequency (%) |
| 스 | 155 | 4.6% |
| 이 | 135 | 4.0% |
| 북 | 116 | 3.4% |
| 어 | 112 | 3.3% |
| 린 | 81 | 2.4% |
| 즈 | 79 | 2.3% |
| 아 | 72 | 2.1% |
| 리 | 66 | 1.9% |
| 사 | 65 | 1.9% |
| 비 | 63 | 1.9% |
| Other values (322) | 2452 |
발행연도
Real number (ℝ)
| Distinct | 23 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 2 |
| Missing (%) | 0.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2016.1364 |
| Minimum | 1994 |
|---|---|
| Maximum | 2104 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.4 KiB |
Quantile statistics
| Minimum | 1994 |
|---|---|
| 5-th percentile | 2011 |
| Q1 | 2015 |
| median | 2017 |
| Q3 | 2018 |
| 95-th percentile | 2018 |
| Maximum | 2104 |
| Range | 110 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 3.8921922 |
|---|---|
| Coefficient of variation (CV) | 0.0019305203 |
| Kurtosis | 249.67264 |
| Mean | 2016.1364 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 9.6375975 |
| Sum | 2129040 |
| Variance | 15.14916 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=23)
| Value | Count | Frequency (%) |
| 2018 | 321 | |
| 2017 | 320 | |
| 2015 | 187 | |
| 2016 | 96 | 9.1% |
| 2014 | 34 | 3.2% |
| 2013 | 23 | 2.2% |
| 2012 | 15 | 1.4% |
| 2011 | 10 | 0.9% |
| 2009 | 8 | 0.8% |
| 2010 | 8 | 0.8% |
| Other values (13) | 34 | 3.2% |
| Value | Count | Frequency (%) |
| 1994 | 1 | 0.1% |
| 1996 | 2 | 0.2% |
| 1997 | 1 | 0.1% |
| 2000 | 1 | 0.1% |
| 2002 | 2 | 0.2% |
| 2003 | 1 | 0.1% |
| 2004 | 7 | |
| 2005 | 4 | |
| 2006 | 5 | |
| 2007 | 2 | 0.2% |
| Value | Count | Frequency (%) |
| 2104 | 1 | 0.1% |
| 2019 | 2 | 0.2% |
| 2018 | 321 | |
| 2017 | 320 | |
| 2016 | 96 | 9.1% |
| 2015 | 187 | |
| 2014 | 34 | 3.2% |
| 2013 | 23 | 2.2% |
| 2012 | 15 | 1.4% |
| 2011 | 10 | 0.9% |
종수
Categorical
CONSTANT
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.4 KiB |
| 1 |
|---|
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 1058 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 1058 |
책수
Real number (ℝ)
| Distinct | 23 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.9933837 |
| Minimum | 1 |
|---|---|
| Maximum | 93 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 93 |
| Range | 92 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 7.0576055 |
|---|---|
| Coefficient of variation (CV) | 3.5405152 |
| Kurtosis | 89.732364 |
| Mean | 1.9933837 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.0814451 |
| Sum | 2109 |
| Variance | 49.809795 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=23)
| Value | Count | Frequency (%) |
| 1 | 1001 | |
| 4 | 14 | 1.3% |
| 5 | 7 | 0.7% |
| 3 | 5 | 0.5% |
| 6 | 5 | 0.5% |
| 40 | 4 | 0.4% |
| 12 | 3 | 0.3% |
| 60 | 2 | 0.2% |
| 2 | 2 | 0.2% |
| 7 | 2 | 0.2% |
| Other values (13) | 13 | 1.2% |
| Value | Count | Frequency (%) |
| 1 | 1001 | |
| 2 | 2 | 0.2% |
| 3 | 5 | 0.5% |
| 4 | 14 | 1.3% |
| 5 | 7 | 0.7% |
| 6 | 5 | 0.5% |
| 7 | 2 | 0.2% |
| 8 | 1 | 0.1% |
| 10 | 1 | 0.1% |
| 12 | 3 | 0.3% |
| Value | Count | Frequency (%) |
| 93 | 1 | |
| 87 | 1 | |
| 84 | 1 | |
| 64 | 1 | |
| 61 | 1 | |
| 60 | 2 | |
| 55 | 1 | |
| 48 | 1 | |
| 43 | 1 | |
| 41 | 1 |
단가
Real number (ℝ)
HIGH CORRELATION
| Distinct | 107 |
|---|---|
| Distinct (%) | 10.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20713.8 |
| Minimum | 6000 |
|---|---|
| Maximum | 818300 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.4 KiB |
Quantile statistics
| Minimum | 6000 |
|---|---|
| 5-th percentile | 7500 |
| Q1 | 10000 |
| median | 12000 |
| Q3 | 15000 |
| 95-th percentile | 35150 |
| Maximum | 818300 |
| Range | 812300 |
| Interquartile range (IQR) | 5000 |
Descriptive statistics
| Standard deviation | 55489.968 |
|---|---|
| Coefficient of variation (CV) | 2.6788889 |
| Kurtosis | 88.375504 |
| Mean | 20713.8 |
| Median Absolute Deviation (MAD) | 2100 |
| Skewness | 8.8485278 |
| Sum | 21915200 |
| Variance | 3.0791365 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 10000 | 178 | |
| 9500 | 104 | 9.8% |
| 12000 | 94 | 8.9% |
| 11000 | 76 | 7.2% |
| 13000 | 66 | 6.2% |
| 15000 | 54 | 5.1% |
| 7000 | 42 | 4.0% |
| 14000 | 32 | 3.0% |
| 13800 | 30 | 2.8% |
| 14800 | 26 | 2.5% |
| Other values (97) | 356 |
| Value | Count | Frequency (%) |
| 6000 | 1 | 0.1% |
| 6500 | 7 | 0.7% |
| 7000 | 42 | |
| 7500 | 4 | 0.4% |
| 7900 | 4 | 0.4% |
| 8000 | 6 | 0.6% |
| 8500 | 15 | 1.4% |
| 8800 | 3 | 0.3% |
| 9000 | 13 | 1.2% |
| 9200 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 818300 | 1 | 0.1% |
| 605000 | 1 | 0.1% |
| 579500 | 1 | 0.1% |
| 512000 | 2 | |
| 480000 | 1 | 0.1% |
| 420000 | 1 | 0.1% |
| 413000 | 1 | 0.1% |
| 392000 | 1 | 0.1% |
| 360000 | 3 | |
| 333200 | 1 | 0.1% |
금 액
Real number (ℝ)
HIGH CORRELATION
| Distinct | 107 |
|---|---|
| Distinct (%) | 10.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20713.8 |
| Minimum | 6000 |
|---|---|
| Maximum | 818300 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.4 KiB |
Quantile statistics
| Minimum | 6000 |
|---|---|
| 5-th percentile | 7500 |
| Q1 | 10000 |
| median | 12000 |
| Q3 | 15000 |
| 95-th percentile | 35150 |
| Maximum | 818300 |
| Range | 812300 |
| Interquartile range (IQR) | 5000 |
Descriptive statistics
| Standard deviation | 55489.968 |
|---|---|
| Coefficient of variation (CV) | 2.6788889 |
| Kurtosis | 88.375504 |
| Mean | 20713.8 |
| Median Absolute Deviation (MAD) | 2100 |
| Skewness | 8.8485278 |
| Sum | 21915200 |
| Variance | 3.0791365 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 10000 | 178 | |
| 9500 | 104 | 9.8% |
| 12000 | 94 | 8.9% |
| 11000 | 76 | 7.2% |
| 13000 | 66 | 6.2% |
| 15000 | 54 | 5.1% |
| 7000 | 42 | 4.0% |
| 14000 | 32 | 3.0% |
| 13800 | 30 | 2.8% |
| 14800 | 26 | 2.5% |
| Other values (97) | 356 |
| Value | Count | Frequency (%) |
| 6000 | 1 | 0.1% |
| 6500 | 7 | 0.7% |
| 7000 | 42 | |
| 7500 | 4 | 0.4% |
| 7900 | 4 | 0.4% |
| 8000 | 6 | 0.6% |
| 8500 | 15 | 1.4% |
| 8800 | 3 | 0.3% |
| 9000 | 13 | 1.2% |
| 9200 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 818300 | 1 | 0.1% |
| 605000 | 1 | 0.1% |
| 579500 | 1 | 0.1% |
| 512000 | 2 | |
| 480000 | 1 | 0.1% |
| 420000 | 1 | 0.1% |
| 413000 | 1 | 0.1% |
| 392000 | 1 | 0.1% |
| 360000 | 3 | |
| 333200 | 1 | 0.1% |
견적금액
Real number (ℝ)
HIGH CORRELATION
| Distinct | 107 |
|---|---|
| Distinct (%) | 10.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18642.42 |
| Minimum | 5400 |
|---|---|
| Maximum | 736470 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 9.4 KiB |
Quantile statistics
| Minimum | 5400 |
|---|---|
| 5-th percentile | 6750 |
| Q1 | 9000 |
| median | 10800 |
| Q3 | 13500 |
| 95-th percentile | 31635 |
| Maximum | 736470 |
| Range | 731070 |
| Interquartile range (IQR) | 4500 |
Descriptive statistics
| Standard deviation | 49940.971 |
|---|---|
| Coefficient of variation (CV) | 2.6788889 |
| Kurtosis | 88.375504 |
| Mean | 18642.42 |
| Median Absolute Deviation (MAD) | 1890 |
| Skewness | 8.8485278 |
| Sum | 19723680 |
| Variance | 2.4941006 × 109 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 9000 | 178 | |
| 8550 | 104 | 9.8% |
| 10800 | 94 | 8.9% |
| 9900 | 76 | 7.2% |
| 11700 | 66 | 6.2% |
| 13500 | 54 | 5.1% |
| 6300 | 42 | 4.0% |
| 12600 | 32 | 3.0% |
| 12420 | 30 | 2.8% |
| 13320 | 26 | 2.5% |
| Other values (97) | 356 |
| Value | Count | Frequency (%) |
| 5400 | 1 | 0.1% |
| 5850 | 7 | 0.7% |
| 6300 | 42 | |
| 6750 | 4 | 0.4% |
| 7110 | 4 | 0.4% |
| 7200 | 6 | 0.6% |
| 7650 | 15 | 1.4% |
| 7920 | 3 | 0.3% |
| 8100 | 13 | 1.2% |
| 8280 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 736470 | 1 | 0.1% |
| 544500 | 1 | 0.1% |
| 521550 | 1 | 0.1% |
| 460800 | 2 | |
| 432000 | 1 | 0.1% |
| 378000 | 1 | 0.1% |
| 371700 | 1 | 0.1% |
| 352800 | 1 | 0.1% |
| 324000 | 3 | |
| 299880 | 1 | 0.1% |
비고
Categorical
HIGH CORRELATION
| Distinct | 29 |
|---|---|
| Distinct (%) | 2.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 8.4 KiB |
| 유아 그림책 | |
|---|---|
| 유아 누리과정 | |
| 유아과학/환경 | |
| 육아 | 63 |
| 자녀교육 | 49 |
| Other values (24) |
Length
| Max length | 12 |
|---|---|
| Median length | 9 |
| Mean length | 5.9404537 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 상상수프동화(수학) |
|---|---|
| 2nd row | 상상수프동화(수학) |
| 3rd row | 상상수프동화(수학) |
| 4th row | 상상수프동화(수학) |
| 5th row | 상상수프동화(수학) |
Common Values
| Value | Count | Frequency (%) |
| 유아 그림책 | 100 | 9.5% |
| 유아 누리과정 | 100 | 9.5% |
| 유아과학/환경 | 95 | 9.0% |
| 육아 | 63 | 6.0% |
| 자녀교육 | 49 | 4.6% |
| 상상수프동화(수학) | 48 | 4.5% |
| 상상수프동화(인성) | 48 | 4.5% |
| 상상수프동화(창의) | 48 | 4.5% |
| 상상수프동화(숲) | 48 | 4.5% |
| 어린이동화 | 43 | 4.1% |
| Other values (19) | 416 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 유아 | 200 | 15.2% |
| 누리과정 | 100 | 7.6% |
| 그림책 | 100 | 7.6% |
| 유아과학/환경 | 95 | 7.2% |
| 육아 | 63 | 4.8% |
| 어린이 | 54 | 4.1% |
| 자녀교육 | 49 | 3.7% |
| 자기계발 | 49 | 3.7% |
| 상상수프동화(숲 | 48 | 3.7% |
| 상상수프동화(창의 | 48 | 3.7% |
| Other values (20) | 506 |
| 연번 | 발행연도 | 책수 | 단가 | 금 액 | 견적금액 | 비고 | |
|---|---|---|---|---|---|---|---|
| 연번 | 1.000 | 0.562 | 0.156 | 0.165 | 0.165 | 0.165 | 0.989 |
| 발행연도 | 0.562 | 1.000 | 0.114 | 0.000 | 0.000 | 0.000 | 0.603 |
| 책수 | 0.156 | 0.114 | 1.000 | 0.860 | 0.860 | 0.860 | 0.806 |
| 단가 | 0.165 | 0.000 | 0.860 | 1.000 | 1.000 | 1.000 | 0.796 |
| 금 액 | 0.165 | 0.000 | 0.860 | 1.000 | 1.000 | 1.000 | 0.796 |
| 견적금액 | 0.165 | 0.000 | 0.860 | 1.000 | 1.000 | 1.000 | 0.796 |
| 비고 | 0.989 | 0.603 | 0.806 | 0.796 | 0.796 | 0.796 | 1.000 |
| 연번 | 발행연도 | 책수 | 단가 | 금 액 | 견적금액 | 비고 | |
|---|---|---|---|---|---|---|---|
| 연번 | 1.000 | 0.468 | 0.035 | 0.648 | 0.648 | 0.648 | 0.908 |
| 발행연도 | 0.468 | 1.000 | 0.027 | 0.324 | 0.324 | 0.324 | 0.361 |
| 책수 | 0.035 | 0.027 | 1.000 | 0.388 | 0.388 | 0.388 | 0.492 |
| 단가 | 0.648 | 0.324 | 0.388 | 1.000 | 1.000 | 1.000 | 0.447 |
| 금 액 | 0.648 | 0.324 | 0.388 | 1.000 | 1.000 | 1.000 | 0.447 |
| 견적금액 | 0.648 | 0.324 | 0.388 | 1.000 | 1.000 | 1.000 | 0.447 |
| 비고 | 0.908 | 0.361 | 0.492 | 0.447 | 0.447 | 0.447 | 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.
| 연번 | 도서명 | 저자 1 | 저자 2 | ISBN | 발행자(출판사) | 발행연도 | 종수 | 책수 | 단가 | 금 액 | 견적금액 | 비고 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 숨기 대장 카멜레온 | 문주영 | <NA> | 979-11-253-0550-7(50) | NEKIDS | 2015 | 1 | 1 | 9500 | 9500 | 8550 | 상상수프동화(수학) |
| 1 | 2 | 주주 할머니의 주스 가게 | 정혜란 | <NA> | 979-11-253-0552-1 | NEKIDS | 2015 | 1 | 1 | 9500 | 9500 | 8550 | 상상수프동화(수학) |
| 2 | 3 | 큰 건 내거야 | 정순 | <NA> | 979-11-253-0713-6 | NEKIDS | 2016 | 1 | 1 | 9500 | 9500 | 8550 | 상상수프동화(수학) |
| 3 | 4 | 하양이의 나들이 | 신지명 | <NA> | 979-11-253-0786-0 | NEKIDS | 2015 | 1 | 1 | 10000 | 10000 | 9000 | 상상수프동화(수학) |
| 4 | 5 | 같은 것끼리 짝짝! | 김자영 | <NA> | 979-11-253-0818-8 | NEKIDS | 2015 | 1 | 1 | 9500 | 9500 | 8550 | 상상수프동화(수학) |
| 5 | 6 | 싹둑싹둑 색종이 놀이 | 김정란 | <NA> | 979-11-253-0835-5(6) | NEKIDS | 2015 | 1 | 1 | 10000 | 10000 | 9000 | 상상수프동화(수학) |
| 6 | 7 | 꾸리의 방귀 재주 | 신지명 | <NA> | 979-11-253-0887-4 | NEKIDS | 2015 | 1 | 1 | 9500 | 9500 | 8550 | 상상수프동화(수학) |
| 7 | 8 | 밤하늘에 톡톡톡 | 서동선 | <NA> | 979-11-253-0951-2 | NEKIDS | 2015 | 1 | 1 | 10000 | 10000 | 9000 | 상상수프동화(수학) |
| 8 | 9 | 나나와 뭉치 | 조미희 | <NA> | 979-11-253-0977-2 | NEKIDS | 2015 | 1 | 1 | 9500 | 9500 | 8550 | 상상수프동화(수학) |
| 9 | 10 | 도도 공주의 생일 케이크 | 조미희 | <NA> | 979-11-253-1067-9(10) | NEKIDS | 2015 | 1 | 1 | 10000 | 10000 | 9000 | 상상수프동화(수학) |
| 연번 | 도서명 | 저자 1 | 저자 2 | ISBN | 발행자(출판사) | 발행연도 | 종수 | 책수 | 단가 | 금 액 | 견적금액 | 비고 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1048 | 1049 | 새는 날아가면서 뒤돌아 보지 않는다 | 류시화 | <NA> | 979-11-86900-22-2 | 더숲 | 2018 | 1 | 1 | 14000 | 14000 | 12600 | 에세이 |
| 1049 | 1050 | 숨결이 바람될 때 | 폴 칼라니티 | 이종인 | 978-89-6596-195-6 | 흐름출판 | 2017 | 1 | 1 | 14000 | 14000 | 12600 | 에세이 |
| 1050 | 1051 | 늘 그렇듯, 네가 좋으면 나도 좋아 | 김재우 | 조유리 | 979-11-6165-157-6 | 넥서스 | 2017 | 1 | 1 | 15000 | 15000 | 13500 | 에세이 |
| 1051 | 1052 | 웰컴 나래바 | 박나래 | <NA> | 978-89-546-4958-2 | 싱긋 | 2018 | 1 | 1 | 14500 | 14500 | 13050 | 에세이 |
| 1052 | 1053 | 참 소중한 너라서 | 김지훈 | <NA> | 979-11-964842-2-4 | RHK | 2018 | 1 | 1 | 14800 | 14800 | 13320 | 에세이 |
| 1053 | 1054 | 사랑까지 딱 한 걸음 | 심승현 | <NA> | 978-89-5913-586-8 | 예담 | 2018 | 1 | 1 | 13800 | 13800 | 12420 | 에세이 |
| 1054 | 1055 | 82년생 김지영 | 조남주 | <NA> | 978-89-374-3867-7 | 민음사 | 2017 | 1 | 1 | 13000 | 13000 | 11700 | 종합베스트 |
| 1055 | 1056 | 일취월장 | 고영성 | 신영준 | 979-11-294-2950-6 | 로크미디어 | 2018 | 1 | 1 | 22000 | 22000 | 19800 | 종합베스트 |
| 1056 | 1057 | 그대 눈동자에 건배 | 히가시노게이고 | 양윤옥 | 978-89-7275-842-6 | 현대문학 | 2018 | 1 | 1 | 14000 | 14000 | 12600 | 종합베스트 |
| 1057 | 1058 | 김영철, 타일러의 진짜 미국식 영어 | 김영철 | 타일러 | 979-11-6220-151-0 | 위즈덤하우스 | 2018 | 1 | 1 | 14800 | 14800 | 13320 | 종합베스트 |