Dataset statistics
| Number of variables | 19 |
|---|---|
| Number of observations | 24 |
| Missing cells | 63 |
| Missing cells (%) | 13.8% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 3.7 KiB |
| Average record size in memory | 157.5 B |
Variable types
| Text | 19 |
|---|
Dataset
| Description | 복사본03232016년지역별RD투자현황-공공데이터 |
|---|---|
| Author | 전라북도 |
| URL | https://www.bigdatahub.go.kr/opendata/dataSet/detail.nm?contentId=37&rlik=49451aebf056b486&serviceId=202423 |
Unnamed: 0 has 4 (16.7%) missing values | Missing |
2016년 지역별 R&D 투자현황 has 4 (16.7%) missing values | Missing |
Unnamed: 2 has 3 (12.5%) missing values | Missing |
Unnamed: 3 has 5 (20.8%) missing values | Missing |
Unnamed: 4 has 3 (12.5%) missing values | Missing |
Unnamed: 5 has 4 (16.7%) missing values | Missing |
Unnamed: 6 has 3 (12.5%) missing values | Missing |
Unnamed: 7 has 4 (16.7%) missing values | Missing |
Unnamed: 8 has 3 (12.5%) missing values | Missing |
Unnamed: 9 has 4 (16.7%) missing values | Missing |
Unnamed: 10 has 3 (12.5%) missing values | Missing |
Unnamed: 11 has 4 (16.7%) missing values | Missing |
Unnamed: 12 has 3 (12.5%) missing values | Missing |
구분 has 2 (8.3%) missing values | Missing |
국비 has 1 (4.2%) missing values | Missing |
지방비 has 3 (12.5%) missing values | Missing |
국비+지방비 has 4 (16.7%) missing values | Missing |
지방비/ (국비+지방비) has 3 (12.5%) missing values | Missing |
지방비/국비 has 3 (12.5%) missing values | Missing |
Reproduction
| Analysis started | 2024-03-14 01:08:28.730989 |
|---|---|
| Analysis finished | 2024-03-14 01:08:29.970391 |
| Duration | 1.24 second |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
Unnamed: 0
Text
MISSING
| Distinct | 20 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 4 |
| Missing (%) | 16.7% |
| Memory size | 324.0 B |
Length
| Max length | 5 |
|---|---|
| Median length | 2 |
| Mean length | 2.15 |
| Min length | 2 |
Characters and Unicode
| Total characters | 43 |
|---|---|
| Distinct characters | 28 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 20 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 구분 |
|---|---|
| 2nd row | 단위:억원 |
| 3rd row | 서울 |
| 4th row | 인천 |
| 5th row | 경기 |
| Value | Count | Frequency (%) |
| 구분 | 1 | 5.0% |
| 단위:억원 | 1 | 5.0% |
| 세종 | 1 | 5.0% |
| 제주 | 1 | 5.0% |
| 경남 | 1 | 5.0% |
| 경북 | 1 | 5.0% |
| 전남 | 1 | 5.0% |
| 전북 | 1 | 5.0% |
| 충남 | 1 | 5.0% |
| 충북 | 1 | 5.0% |
| Other values (10) | 10 |
Most occurring characters
| Value | Count | Frequency (%) |
| 전 | 3 | 7.0% |
| 경 | 3 | 7.0% |
| 남 | 3 | 7.0% |
| 북 | 3 | 7.0% |
| 충 | 2 | 4.7% |
| 주 | 2 | 4.7% |
| 산 | 2 | 4.7% |
| 대 | 2 | 4.7% |
| 구 | 2 | 4.7% |
| 울 | 2 | 4.7% |
| Other values (18) | 19 |
Most occurring categories
| Value | Count | Frequency (%) |
| Other Letter | 42 | |
| Other Punctuation | 1 | 2.3% |
Most frequent character per category
Other Letter
| Value | Count | Frequency (%) |
| 전 | 3 | 7.1% |
| 경 | 3 | 7.1% |
| 남 | 3 | 7.1% |
| 북 | 3 | 7.1% |
| 충 | 2 | 4.8% |
| 주 | 2 | 4.8% |
| 산 | 2 | 4.8% |
| 대 | 2 | 4.8% |
| 구 | 2 | 4.8% |
| 울 | 2 | 4.8% |
| Other values (17) | 18 |
Other Punctuation
| Value | Count | Frequency (%) |
| : | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Hangul | 42 | |
| Common | 1 | 2.3% |
Most frequent character per script
Hangul
| Value | Count | Frequency (%) |
| 전 | 3 | 7.1% |
| 경 | 3 | 7.1% |
| 남 | 3 | 7.1% |
| 북 | 3 | 7.1% |
| 충 | 2 | 4.8% |
| 주 | 2 | 4.8% |
| 산 | 2 | 4.8% |
| 대 | 2 | 4.8% |
| 구 | 2 | 4.8% |
| 울 | 2 | 4.8% |
| Other values (17) | 18 |
Common
| Value | Count | Frequency (%) |
| : | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| Hangul | 42 | |
| ASCII | 1 | 2.3% |
Most frequent character per block
Hangul
| Value | Count | Frequency (%) |
| 전 | 3 | 7.1% |
| 경 | 3 | 7.1% |
| 남 | 3 | 7.1% |
| 북 | 3 | 7.1% |
| 충 | 2 | 4.8% |
| 주 | 2 | 4.8% |
| 산 | 2 | 4.8% |
| 대 | 2 | 4.8% |
| 구 | 2 | 4.8% |
| 울 | 2 | 4.8% |
| Other values (17) | 18 |
ASCII
| Value | Count | Frequency (%) |
| : | 1 |
2016년 지역별 R&D 투자현황
Text
MISSING
| Distinct | 20 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 4 |
| Missing (%) | 16.7% |
| Memory size | 324.0 B |
Length
| Max length | 7 |
|---|---|
| Median length | 5 |
| Mean length | 5.2 |
| Min length | 4 |
Characters and Unicode
| Total characters | 104 |
|---|---|
| Distinct characters | 19 |
| Distinct categories | 7 ? |
| 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 | 20 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 국비(a) |
|---|---|
| 2nd row | 현금 |
| 3rd row | 35,925 |
| 4th row | 4,385 |
| 5th row | 23,740 |
| Value | Count | Frequency (%) |
| 국비(a | 1 | 5.0% |
| 현금 | 1 | 5.0% |
| 4170 | 1 | 5.0% |
| 1410 | 1 | 5.0% |
| 9,721 | 1 | 5.0% |
| 6,165 | 1 | 5.0% |
| 3,057 | 1 | 5.0% |
| 6,712 | 1 | 5.0% |
| 4,843 | 1 | 5.0% |
| 4,962 | 1 | 5.0% |
| Other values (10) | 10 |
Most occurring characters
| Value | Count | Frequency (%) |
| , | 16 | |
| 5 | 12 | |
| 6 | 11 | |
| 1 | 11 | |
| 4 | 9 | |
| 3 | 8 | |
| 2 | 8 | |
| 7 | 7 | |
| 9 | 4 | 3.8% |
| 0 | 4 | 3.8% |
| Other values (9) | 14 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 77 | |
| Other Punctuation | 16 | 15.4% |
| Space Separator | 4 | 3.8% |
| Other Letter | 4 | 3.8% |
| Lowercase Letter | 1 | 1.0% |
| Close Punctuation | 1 | 1.0% |
| Open Punctuation | 1 | 1.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 5 | 12 | |
| 6 | 11 | |
| 1 | 11 | |
| 4 | 9 | |
| 3 | 8 | |
| 2 | 8 | |
| 7 | 7 | |
| 9 | 4 | 5.2% |
| 0 | 4 | 5.2% |
| 8 | 3 | 3.9% |
Other Letter
| Value | Count | Frequency (%) |
| 현 | 1 | |
| 금 | 1 | |
| 국 | 1 | |
| 비 | 1 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 16 |
Space Separator
| Value | Count | Frequency (%) |
| 4 |
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 1 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 1 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 99 | |
| Hangul | 4 | 3.8% |
| Latin | 1 | 1.0% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| , | 16 | |
| 5 | 12 | |
| 6 | 11 | |
| 1 | 11 | |
| 4 | 9 | |
| 3 | 8 | |
| 2 | 8 | |
| 7 | 7 | |
| 9 | 4 | 4.0% |
| 0 | 4 | 4.0% |
| Other values (4) | 9 |
Hangul
| Value | Count | Frequency (%) |
| 현 | 1 | |
| 금 | 1 | |
| 국 | 1 | |
| 비 | 1 |
Latin
| Value | Count | Frequency (%) |
| a | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 100 | |
| Hangul | 4 | 3.8% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| , | 16 | |
| 5 | 12 | |
| 6 | 11 | |
| 1 | 11 | |
| 4 | 9 | |
| 3 | 8 | |
| 2 | 8 | |
| 7 | 7 | |
| 9 | 4 | 4.0% |
| 0 | 4 | 4.0% |
| Other values (5) | 10 |
Hangul
| Value | Count | Frequency (%) |
| 현 | 1 | |
| 금 | 1 | |
| 국 | 1 | |
| 비 | 1 |
Unnamed: 2
Text
MISSING
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 3 |
| Missing (%) | 12.5% |
| Memory size | 324.0 B |
Length
| Max length | 7 |
|---|---|
| Median length | 6 |
| Mean length | 3.1428571 |
| Min length | 1 |
Characters and Unicode
| Total characters | 66 |
|---|---|
| Distinct characters | 21 |
| Distinct categories | 7 ? |
| 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 | 21 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 지방정부 |
|---|---|
| 2nd row | 현금(b) |
| 3rd row | 181 |
| 4th row | 18 |
| 5th row | 82 |
| Value | Count | Frequency (%) |
| 지방정부 | 1 | 4.8% |
| 48 | 1 | 4.8% |
| 3,038 | 1 | 4.8% |
| 1 | 1 | 4.8% |
| 23 | 1 | 4.8% |
| 230 | 1 | 4.8% |
| 444 | 1 | 4.8% |
| 200 | 1 | 4.8% |
| 241 | 1 | 4.8% |
| 154 | 1 | 4.8% |
| Other values (11) | 11 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 8 | |
| 8 | 8 | |
| 3 | 8 | |
| 4 | 7 | |
| 2 | 7 | |
| 0 | 6 | |
| 4 | 6.1% | |
| 6 | 3 | 4.5% |
| 7 | 2 | 3.0% |
| , | 2 | 3.0% |
| Other values (11) | 11 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 51 | |
| Other Letter | 6 | 9.1% |
| Space Separator | 4 | 6.1% |
| Other Punctuation | 2 | 3.0% |
| Open Punctuation | 1 | 1.5% |
| Lowercase Letter | 1 | 1.5% |
| Close Punctuation | 1 | 1.5% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 8 | |
| 8 | 8 | |
| 3 | 8 | |
| 4 | 7 | |
| 2 | 7 | |
| 0 | 6 | |
| 6 | 3 | 5.9% |
| 7 | 2 | 3.9% |
| 9 | 1 | 2.0% |
| 5 | 1 | 2.0% |
Other Letter
| Value | Count | Frequency (%) |
| 지 | 1 | |
| 금 | 1 | |
| 현 | 1 | |
| 부 | 1 | |
| 정 | 1 | |
| 방 | 1 |
Space Separator
| Value | Count | Frequency (%) |
| 4 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 2 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 1 |
Lowercase Letter
| Value | Count | Frequency (%) |
| b | 1 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 59 | |
| Hangul | 6 | 9.1% |
| Latin | 1 | 1.5% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 8 | |
| 8 | 8 | |
| 3 | 8 | |
| 4 | 7 | |
| 2 | 7 | |
| 0 | 6 | |
| 4 | ||
| 6 | 3 | 5.1% |
| 7 | 2 | 3.4% |
| , | 2 | 3.4% |
| Other values (4) | 4 |
Hangul
| Value | Count | Frequency (%) |
| 지 | 1 | |
| 금 | 1 | |
| 현 | 1 | |
| 부 | 1 | |
| 정 | 1 | |
| 방 | 1 |
Latin
| Value | Count | Frequency (%) |
| b | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 60 | |
| Hangul | 6 | 9.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 8 | |
| 8 | 8 | |
| 3 | 8 | |
| 4 | 7 | |
| 2 | 7 | |
| 0 | 6 | |
| 4 | ||
| 6 | 3 | 5.0% |
| 7 | 2 | 3.3% |
| , | 2 | 3.3% |
| Other values (5) | 5 |
Hangul
| Value | Count | Frequency (%) |
| 지 | 1 | |
| 금 | 1 | |
| 현 | 1 | |
| 부 | 1 | |
| 정 | 1 | |
| 방 | 1 |
Unnamed: 3
Text
MISSING
| Distinct | 15 |
|---|---|
| Distinct (%) | 78.9% |
| Missing | 5 |
| Missing (%) | 20.8% |
| Memory size | 324.0 B |
Length
| Max length | 4 |
|---|---|
| Median length | 3 |
| Mean length | 2.2105263 |
| Min length | 1 |
Characters and Unicode
| Total characters | 42 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 13 ? |
|---|---|
| Unique (%) | 68.4% |
Sample
| 1st row | 현물 |
|---|---|
| 2nd row | 1 |
| 3rd row | 12 |
| 4th row | 37 |
| 5th row | 29 |
| Value | Count | Frequency (%) |
| 4 | ||
| 3 | 2 | 10.5% |
| 현물 | 1 | 5.3% |
| 1 | 1 | 5.3% |
| 12 | 1 | 5.3% |
| 37 | 1 | 5.3% |
| 29 | 1 | 5.3% |
| 7 | 1 | 5.3% |
| 31 | 1 | 5.3% |
| 11 | 1 | 5.3% |
| Other values (5) | 5 |
Most occurring characters
| Value | Count | Frequency (%) |
| 10 | ||
| 1 | 8 | |
| 3 | 7 | |
| - | 4 | 9.5% |
| 0 | 3 | 7.1% |
| 2 | 2 | 4.8% |
| 7 | 2 | 4.8% |
| 4 | 2 | 4.8% |
| 현 | 1 | 2.4% |
| 물 | 1 | 2.4% |
| Other values (2) | 2 | 4.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 26 | |
| Space Separator | 10 | 23.8% |
| Dash Punctuation | 4 | 9.5% |
| Other Letter | 2 | 4.8% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 8 | |
| 3 | 7 | |
| 0 | 3 | 11.5% |
| 2 | 2 | 7.7% |
| 7 | 2 | 7.7% |
| 4 | 2 | 7.7% |
| 9 | 1 | 3.8% |
| 8 | 1 | 3.8% |
Other Letter
| Value | Count | Frequency (%) |
| 현 | 1 | |
| 물 | 1 |
Space Separator
| Value | Count | Frequency (%) |
| 10 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 4 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 40 | |
| Hangul | 2 | 4.8% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 10 | ||
| 1 | 8 | |
| 3 | 7 | |
| - | 4 | 10.0% |
| 0 | 3 | 7.5% |
| 2 | 2 | 5.0% |
| 7 | 2 | 5.0% |
| 4 | 2 | 5.0% |
| 9 | 1 | 2.5% |
| 8 | 1 | 2.5% |
Hangul
| Value | Count | Frequency (%) |
| 현 | 1 | |
| 물 | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 40 | |
| Hangul | 2 | 4.8% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 10 | ||
| 1 | 8 | |
| 3 | 7 | |
| - | 4 | 10.0% |
| 0 | 3 | 7.5% |
| 2 | 2 | 5.0% |
| 7 | 2 | 5.0% |
| 4 | 2 | 5.0% |
| 9 | 1 | 2.5% |
| 8 | 1 | 2.5% |
Hangul
| Value | Count | Frequency (%) |
| 현 | 1 | |
| 물 | 1 |
Unnamed: 4
Text
MISSING
| Distinct | 19 |
|---|---|
| Distinct (%) | 90.5% |
| Missing | 3 |
| Missing (%) | 12.5% |
| Memory size | 324.0 B |
Length
| Max length | 4 |
|---|---|
| Median length | 2 |
| Mean length | 2.3333333 |
| Min length | 1 |
Characters and Unicode
| Total characters | 49 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 17 ? |
|---|---|
| Unique (%) | 81.0% |
Sample
| 1st row | 대학 |
|---|---|
| 2nd row | 현금 |
| 3rd row | 201 |
| 4th row | 12 |
| 5th row | 58 |
| Value | Count | Frequency (%) |
| 49 | 2 | 9.5% |
| 12 | 2 | 9.5% |
| 37 | 1 | 4.8% |
| 19 | 1 | 4.8% |
| 826 | 1 | 4.8% |
| 2 | 1 | 4.8% |
| 7 | 1 | 4.8% |
| 23 | 1 | 4.8% |
| 155 | 1 | 4.8% |
| 22 | 1 | 4.8% |
| Other values (9) | 9 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 10 | |
| 2 | 10 | |
| 6 | 4 | 8.2% |
| 4 | 8.2% | |
| 4 | 3 | 6.1% |
| 9 | 3 | 6.1% |
| 5 | 3 | 6.1% |
| 8 | 3 | 6.1% |
| 3 | 2 | 4.1% |
| 7 | 2 | 4.1% |
| Other values (5) | 5 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 41 | |
| Space Separator | 4 | 8.2% |
| Other Letter | 4 | 8.2% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 10 | |
| 2 | 10 | |
| 6 | 4 | 9.8% |
| 4 | 3 | 7.3% |
| 9 | 3 | 7.3% |
| 5 | 3 | 7.3% |
| 8 | 3 | 7.3% |
| 3 | 2 | 4.9% |
| 7 | 2 | 4.9% |
| 0 | 1 | 2.4% |
Other Letter
| Value | Count | Frequency (%) |
| 현 | 1 | |
| 금 | 1 | |
| 대 | 1 | |
| 학 | 1 |
Space Separator
| Value | Count | Frequency (%) |
| 4 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 45 | |
| Hangul | 4 | 8.2% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 10 | |
| 2 | 10 | |
| 6 | 4 | 8.9% |
| 4 | 8.9% | |
| 4 | 3 | 6.7% |
| 9 | 3 | 6.7% |
| 5 | 3 | 6.7% |
| 8 | 3 | 6.7% |
| 3 | 2 | 4.4% |
| 7 | 2 | 4.4% |
Hangul
| Value | Count | Frequency (%) |
| 현 | 1 | |
| 금 | 1 | |
| 대 | 1 | |
| 학 | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 45 | |
| Hangul | 4 | 8.2% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 10 | |
| 2 | 10 | |
| 6 | 4 | 8.9% |
| 4 | 8.9% | |
| 4 | 3 | 6.7% |
| 9 | 3 | 6.7% |
| 5 | 3 | 6.7% |
| 8 | 3 | 6.7% |
| 3 | 2 | 4.4% |
| 7 | 2 | 4.4% |
Hangul
| Value | Count | Frequency (%) |
| 현 | 1 | |
| 금 | 1 | |
| 대 | 1 | |
| 학 | 1 |
Unnamed: 5
Text
MISSING
| Distinct | 19 |
|---|---|
| Distinct (%) | 95.0% |
| Missing | 4 |
| Missing (%) | 16.7% |
| Memory size | 324.0 B |
Length
| Max length | 5 |
|---|---|
| Median length | 2 |
| Mean length | 2.6 |
| Min length | 1 |
Characters and Unicode
| Total characters | 52 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 18 ? |
|---|---|
| Unique (%) | 90.0% |
Sample
| 1st row | 현물 |
|---|---|
| 2nd row | 447 |
| 3rd row | 29 |
| 4th row | 268 |
| 5th row | 123 |
| Value | Count | Frequency (%) |
| 49 | 2 | 10.0% |
| 129 | 1 | 5.0% |
| 현물 | 1 | 5.0% |
| 1,709 | 1 | 5.0% |
| 2 | 1 | 5.0% |
| 13 | 1 | 5.0% |
| 64 | 1 | 5.0% |
| 92 | 1 | 5.0% |
| 58 | 1 | 5.0% |
| 43 | 1 | 5.0% |
| Other values (9) | 9 |
Most occurring characters
| Value | Count | Frequency (%) |
| 4 | 7 | |
| 9 | 7 | |
| 1 | 7 | |
| 2 | 6 | |
| 3 | 5 | |
| 7 | 3 | |
| 6 | 3 | |
| 8 | 3 | |
| 5 | 3 | |
| , | 2 | 3.8% |
| Other values (4) | 6 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 46 | |
| Other Punctuation | 2 | 3.8% |
| Space Separator | 2 | 3.8% |
| Other Letter | 2 | 3.8% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 7 | |
| 9 | 7 | |
| 1 | 7 | |
| 2 | 6 | |
| 3 | 5 | |
| 7 | 3 | |
| 6 | 3 | |
| 8 | 3 | |
| 5 | 3 | |
| 0 | 2 | 4.3% |
Other Letter
| Value | Count | Frequency (%) |
| 현 | 1 | |
| 물 | 1 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 2 |
Space Separator
| Value | Count | Frequency (%) |
| 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 50 | |
| Hangul | 2 | 3.8% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 4 | 7 | |
| 9 | 7 | |
| 1 | 7 | |
| 2 | 6 | |
| 3 | 5 | |
| 7 | 3 | |
| 6 | 3 | |
| 8 | 3 | |
| 5 | 3 | |
| , | 2 | 4.0% |
| Other values (2) | 4 |
Hangul
| Value | Count | Frequency (%) |
| 현 | 1 | |
| 물 | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 50 | |
| Hangul | 2 | 3.8% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 4 | 7 | |
| 9 | 7 | |
| 1 | 7 | |
| 2 | 6 | |
| 3 | 5 | |
| 7 | 3 | |
| 6 | 3 | |
| 8 | 3 | |
| 5 | 3 | |
| , | 2 | 4.0% |
| Other values (2) | 4 |
Hangul
| Value | Count | Frequency (%) |
| 현 | 1 | |
| 물 | 1 |
Unnamed: 6
Text
MISSING
| Distinct | 18 |
|---|---|
| Distinct (%) | 85.7% |
| Missing | 3 |
| Missing (%) | 12.5% |
| Memory size | 324.0 B |
Length
| Max length | 10 |
|---|---|
| Median length | 5 |
| Mean length | 2.8571429 |
| Min length | 1 |
Characters and Unicode
| Total characters | 60 |
|---|---|
| Distinct characters | 20 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 15 ? |
|---|---|
| Unique (%) | 71.4% |
Sample
| 1st row | 대기업/중견기업 |
|---|---|
| 2nd row | 현금 |
| 3rd row | 519 |
| 4th row | 36 |
| 5th row | 582 |
| Value | Count | Frequency (%) |
| 2 | 2 | 9.5% |
| 49 | 2 | 9.5% |
| 2,097 | 2 | 9.5% |
| 대기업/중견기업 | 1 | 4.8% |
| 36 | 1 | 4.8% |
| 582 | 1 | 4.8% |
| 324 | 1 | 4.8% |
| 519 | 1 | 4.8% |
| 44 | 1 | 4.8% |
| 53 | 1 | 4.8% |
| Other values (8) | 8 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 9 | |
| 4 | 7 | |
| 9 | 6 | |
| 1 | 5 | 8.3% |
| 5 | 5 | 8.3% |
| 4 | 6.7% | |
| 3 | 4 | 6.7% |
| 7 | 2 | 3.3% |
| 0 | 2 | 3.3% |
| , | 2 | 3.3% |
| Other values (10) | 14 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 44 | |
| Other Letter | 9 | 15.0% |
| Space Separator | 4 | 6.7% |
| Other Punctuation | 3 | 5.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 9 | |
| 4 | 7 | |
| 9 | 6 | |
| 1 | 5 | |
| 5 | 5 | |
| 3 | 4 | |
| 7 | 2 | 4.5% |
| 0 | 2 | 4.5% |
| 6 | 2 | 4.5% |
| 8 | 2 | 4.5% |
Other Letter
| Value | Count | Frequency (%) |
| 기 | 2 | |
| 업 | 2 | |
| 현 | 1 | |
| 금 | 1 | |
| 대 | 1 | |
| 중 | 1 | |
| 견 | 1 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 2 | |
| / | 1 |
Space Separator
| Value | Count | Frequency (%) |
| 4 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 51 | |
| Hangul | 9 | 15.0% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 2 | 9 | |
| 4 | 7 | |
| 9 | 6 | |
| 1 | 5 | |
| 5 | 5 | |
| 4 | ||
| 3 | 4 | |
| 7 | 2 | 3.9% |
| 0 | 2 | 3.9% |
| , | 2 | 3.9% |
| Other values (3) | 5 |
Hangul
| Value | Count | Frequency (%) |
| 기 | 2 | |
| 업 | 2 | |
| 현 | 1 | |
| 금 | 1 | |
| 대 | 1 | |
| 중 | 1 | |
| 견 | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 51 | |
| Hangul | 9 | 15.0% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 2 | 9 | |
| 4 | 7 | |
| 9 | 6 | |
| 1 | 5 | |
| 5 | 5 | |
| 4 | ||
| 3 | 4 | |
| 7 | 2 | 3.9% |
| 0 | 2 | 3.9% |
| , | 2 | 3.9% |
| Other values (3) | 5 |
Hangul
| Value | Count | Frequency (%) |
| 기 | 2 | |
| 업 | 2 | |
| 현 | 1 | |
| 금 | 1 | |
| 대 | 1 | |
| 중 | 1 | |
| 견 | 1 |
Unnamed: 7
Text
MISSING
| Distinct | 20 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 4 |
| Missing (%) | 16.7% |
| Memory size | 324.0 B |
Length
| Max length | 5 |
|---|---|
| Median length | 4 |
| Mean length | 3 |
| Min length | 1 |
Characters and Unicode
| Total characters | 60 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 20 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 현물 |
|---|---|
| 2nd row | 1,130 |
| 3rd row | 131 |
| 4th row | 1,415 |
| 5th row | 682 |
| Value | Count | Frequency (%) |
| 현물 | 1 | 5.0% |
| 1,130 | 1 | 5.0% |
| 4,929 | 1 | 5.0% |
| 7 | 1 | 5.0% |
| 4 | 1 | 5.0% |
| 367 | 1 | 5.0% |
| 382 | 1 | 5.0% |
| 28 | 1 | 5.0% |
| 55 | 1 | 5.0% |
| 198 | 1 | 5.0% |
| Other values (10) | 10 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 12 | |
| 4 | 7 | |
| 3 | 6 | |
| 8 | 6 | |
| , | 4 | 6.7% |
| 0 | 4 | 6.7% |
| 5 | 4 | 6.7% |
| 2 | 4 | 6.7% |
| 9 | 4 | 6.7% |
| 7 | 3 | 5.0% |
| Other values (4) | 6 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 52 | |
| Other Punctuation | 4 | 6.7% |
| Space Separator | 2 | 3.3% |
| Other Letter | 2 | 3.3% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 12 | |
| 4 | 7 | |
| 3 | 6 | |
| 8 | 6 | |
| 0 | 4 | 7.7% |
| 5 | 4 | 7.7% |
| 2 | 4 | 7.7% |
| 9 | 4 | 7.7% |
| 7 | 3 | 5.8% |
| 6 | 2 | 3.8% |
Other Letter
| Value | Count | Frequency (%) |
| 현 | 1 | |
| 물 | 1 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 4 |
Space Separator
| Value | Count | Frequency (%) |
| 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 58 | |
| Hangul | 2 | 3.3% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 12 | |
| 4 | 7 | |
| 3 | 6 | |
| 8 | 6 | |
| , | 4 | 6.9% |
| 0 | 4 | 6.9% |
| 5 | 4 | 6.9% |
| 2 | 4 | 6.9% |
| 9 | 4 | 6.9% |
| 7 | 3 | 5.2% |
| Other values (2) | 4 | 6.9% |
Hangul
| Value | Count | Frequency (%) |
| 현 | 1 | |
| 물 | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 58 | |
| Hangul | 2 | 3.3% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 12 | |
| 4 | 7 | |
| 3 | 6 | |
| 8 | 6 | |
| , | 4 | 6.9% |
| 0 | 4 | 6.9% |
| 5 | 4 | 6.9% |
| 2 | 4 | 6.9% |
| 9 | 4 | 6.9% |
| 7 | 3 | 5.2% |
| Other values (2) | 4 | 6.9% |
Hangul
| Value | Count | Frequency (%) |
| 현 | 1 | |
| 물 | 1 |
Unnamed: 8
Text
MISSING
| Distinct | 20 |
|---|---|
| Distinct (%) | 95.2% |
| Missing | 3 |
| Missing (%) | 12.5% |
| Memory size | 324.0 B |
Length
| Max length | 6 |
|---|---|
| Median length | 5 |
| Mean length | 2.9047619 |
| Min length | 1 |
Characters and Unicode
| Total characters | 61 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 19 ? |
|---|---|
| Unique (%) | 90.5% |
Sample
| 1st row | 중소기업 |
|---|---|
| 2nd row | 현금 |
| 3rd row | 584 |
| 4th row | 94 |
| 5th row | 844 |
| Value | Count | Frequency (%) |
| 112 | 2 | 9.5% |
| 43 | 1 | 4.8% |
| 78 | 1 | 4.8% |
| 3,333 | 1 | 4.8% |
| 1 | 1 | 4.8% |
| 15 | 1 | 4.8% |
| 120 | 1 | 4.8% |
| 653 | 1 | 4.8% |
| 40 | 1 | 4.8% |
| 96 | 1 | 4.8% |
| Other values (10) | 10 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 10 | |
| 3 | 10 | |
| 4 | 8 | |
| 2 | 5 | |
| 4 | 6.6% | |
| 5 | 4 | 6.6% |
| 8 | 4 | 6.6% |
| 7 | 2 | 3.3% |
| 0 | 2 | 3.3% |
| 6 | 2 | 3.3% |
| Other values (8) | 10 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 49 | |
| Other Letter | 6 | 9.8% |
| Space Separator | 4 | 6.6% |
| Other Punctuation | 2 | 3.3% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 10 | |
| 3 | 10 | |
| 4 | 8 | |
| 2 | 5 | |
| 5 | 4 | 8.2% |
| 8 | 4 | 8.2% |
| 7 | 2 | 4.1% |
| 0 | 2 | 4.1% |
| 6 | 2 | 4.1% |
| 9 | 2 | 4.1% |
Other Letter
| Value | Count | Frequency (%) |
| 중 | 1 | |
| 소 | 1 | |
| 기 | 1 | |
| 업 | 1 | |
| 금 | 1 | |
| 현 | 1 |
Space Separator
| Value | Count | Frequency (%) |
| 4 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 55 | |
| Hangul | 6 | 9.8% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 10 | |
| 3 | 10 | |
| 4 | 8 | |
| 2 | 5 | |
| 4 | 7.3% | |
| 5 | 4 | 7.3% |
| 8 | 4 | 7.3% |
| 7 | 2 | 3.6% |
| 0 | 2 | 3.6% |
| 6 | 2 | 3.6% |
| Other values (2) | 4 | 7.3% |
Hangul
| Value | Count | Frequency (%) |
| 중 | 1 | |
| 소 | 1 | |
| 기 | 1 | |
| 업 | 1 | |
| 금 | 1 | |
| 현 | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 55 | |
| Hangul | 6 | 9.8% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 10 | |
| 3 | 10 | |
| 4 | 8 | |
| 2 | 5 | |
| 4 | 7.3% | |
| 5 | 4 | 7.3% |
| 8 | 4 | 7.3% |
| 7 | 2 | 3.6% |
| 0 | 2 | 3.6% |
| 6 | 2 | 3.6% |
| Other values (2) | 4 | 7.3% |
Hangul
| Value | Count | Frequency (%) |
| 중 | 1 | |
| 소 | 1 | |
| 기 | 1 | |
| 업 | 1 | |
| 금 | 1 | |
| 현 | 1 |
Unnamed: 9
Text
MISSING
| Distinct | 20 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 4 |
| Missing (%) | 16.7% |
| Memory size | 324.0 B |
Length
| Max length | 6 |
|---|---|
| Median length | 3 |
| Mean length | 3.5 |
| Min length | 1 |
Characters and Unicode
| Total characters | 70 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 20 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 현물 |
|---|---|
| 2nd row | 2,267 |
| 3rd row | 355 |
| 4th row | 3,066 |
| 5th row | 1,555 |
| Value | Count | Frequency (%) |
| 현물 | 1 | 5.0% |
| 2,267 | 1 | 5.0% |
| 11,112 | 1 | 5.0% |
| 6 | 1 | 5.0% |
| 90 | 1 | 5.0% |
| 513 | 1 | 5.0% |
| 436 | 1 | 5.0% |
| 159 | 1 | 5.0% |
| 257 | 1 | 5.0% |
| 588 | 1 | 5.0% |
| Other values (10) | 10 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 14 | |
| 5 | 10 | |
| 6 | 8 | |
| 3 | 7 | |
| 2 | 6 | |
| , | 5 | 7.1% |
| 7 | 4 | 5.7% |
| 4 | 4 | 5.7% |
| 8 | 4 | 5.7% |
| 2 | 2.9% | |
| Other values (4) | 6 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 61 | |
| Other Punctuation | 5 | 7.1% |
| Space Separator | 2 | 2.9% |
| Other Letter | 2 | 2.9% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 14 | |
| 5 | 10 | |
| 6 | 8 | |
| 3 | 7 | |
| 2 | 6 | |
| 7 | 4 | 6.6% |
| 4 | 4 | 6.6% |
| 8 | 4 | 6.6% |
| 0 | 2 | 3.3% |
| 9 | 2 | 3.3% |
Other Letter
| Value | Count | Frequency (%) |
| 현 | 1 | |
| 물 | 1 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 5 |
Space Separator
| Value | Count | Frequency (%) |
| 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 68 | |
| Hangul | 2 | 2.9% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 14 | |
| 5 | 10 | |
| 6 | 8 | |
| 3 | 7 | |
| 2 | 6 | |
| , | 5 | 7.4% |
| 7 | 4 | 5.9% |
| 4 | 4 | 5.9% |
| 8 | 4 | 5.9% |
| 2 | 2.9% | |
| Other values (2) | 4 | 5.9% |
Hangul
| Value | Count | Frequency (%) |
| 현 | 1 | |
| 물 | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 68 | |
| Hangul | 2 | 2.9% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 14 | |
| 5 | 10 | |
| 6 | 8 | |
| 3 | 7 | |
| 2 | 6 | |
| , | 5 | 7.4% |
| 7 | 4 | 5.9% |
| 4 | 4 | 5.9% |
| 8 | 4 | 5.9% |
| 2 | 2.9% | |
| Other values (2) | 4 | 5.9% |
Hangul
| Value | Count | Frequency (%) |
| 현 | 1 | |
| 물 | 1 |
Unnamed: 10
Text
MISSING
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 3 |
| Missing (%) | 12.5% |
| Memory size | 324.0 B |
Length
| Max length | 5 |
|---|---|
| Median length | 4 |
| Mean length | 2.7142857 |
| Min length | 1 |
Characters and Unicode
| Total characters | 57 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 21 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 기타 |
|---|---|
| 2nd row | 현금 |
| 3rd row | 4,647 |
| 4th row | 47 |
| 5th row | 223 |
| Value | Count | Frequency (%) |
| 기타 | 1 | 4.8% |
| 22 | 1 | 4.8% |
| 5,674 | 1 | 4.8% |
| 1 | 4.8% | |
| 3 | 1 | 4.8% |
| 151 | 1 | 4.8% |
| 67 | 1 | 4.8% |
| 14 | 1 | 4.8% |
| 41 | 1 | 4.8% |
| 69 | 1 | 4.8% |
| Other values (11) | 11 |
Most occurring characters
| Value | Count | Frequency (%) |
| 6 | 8 | |
| 4 | 7 | |
| 2 | 7 | |
| 6 | ||
| 1 | 6 | |
| 7 | 5 | |
| 5 | 4 | |
| , | 3 | 5.3% |
| 3 | 3 | 5.3% |
| 9 | 3 | 5.3% |
| Other values (5) | 5 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 43 | |
| Space Separator | 6 | 10.5% |
| Other Letter | 4 | 7.0% |
| Other Punctuation | 3 | 5.3% |
| Dash Punctuation | 1 | 1.8% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 6 | 8 | |
| 4 | 7 | |
| 2 | 7 | |
| 1 | 6 | |
| 7 | 5 | |
| 5 | 4 | |
| 3 | 3 | 7.0% |
| 9 | 3 | 7.0% |
Other Letter
| Value | Count | Frequency (%) |
| 기 | 1 | |
| 타 | 1 | |
| 현 | 1 | |
| 금 | 1 |
Space Separator
| Value | Count | Frequency (%) |
| 6 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 3 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 53 | |
| Hangul | 4 | 7.0% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 6 | 8 | |
| 4 | 7 | |
| 2 | 7 | |
| 6 | ||
| 1 | 6 | |
| 7 | 5 | |
| 5 | 4 | |
| , | 3 | 5.7% |
| 3 | 3 | 5.7% |
| 9 | 3 | 5.7% |
Hangul
| Value | Count | Frequency (%) |
| 기 | 1 | |
| 타 | 1 | |
| 현 | 1 | |
| 금 | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 53 | |
| Hangul | 4 | 7.0% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 6 | 8 | |
| 4 | 7 | |
| 2 | 7 | |
| 6 | ||
| 1 | 6 | |
| 7 | 5 | |
| 5 | 4 | |
| , | 3 | 5.7% |
| 3 | 3 | 5.7% |
| 9 | 3 | 5.7% |
Hangul
| Value | Count | Frequency (%) |
| 기 | 1 | |
| 타 | 1 | |
| 현 | 1 | |
| 금 | 1 |
Unnamed: 11
Text
MISSING
| Distinct | 18 |
|---|---|
| Distinct (%) | 90.0% |
| Missing | 4 |
| Missing (%) | 16.7% |
| Memory size | 324.0 B |
Length
| Max length | 5 |
|---|---|
| Median length | 2 |
| Mean length | 2.6 |
| Min length | 1 |
Characters and Unicode
| Total characters | 52 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 16 ? |
|---|---|
| Unique (%) | 80.0% |
Sample
| 1st row | 현물 |
|---|---|
| 2nd row | 544 |
| 3rd row | 20 |
| 4th row | 276 |
| 5th row | 241 |
| Value | Count | Frequency (%) |
| 1,740 | 2 | 10.0% |
| 23 | 2 | 10.0% |
| 70 | 1 | 5.0% |
| 1 | 5.0% | |
| 9 | 1 | 5.0% |
| 46 | 1 | 5.0% |
| 111 | 1 | 5.0% |
| 55 | 1 | 5.0% |
| 544 | 1 | 5.0% |
| 43 | 1 | 5.0% |
| Other values (8) | 8 |
Most occurring characters
| Value | Count | Frequency (%) |
| 4 | 8 | |
| 1 | 6 | |
| 0 | 6 | |
| 7 | 5 | |
| 2 | 5 | |
| 6 | 5 | |
| 4 | ||
| 3 | 3 | 5.8% |
| 5 | 3 | 5.8% |
| , | 2 | 3.8% |
| Other values (5) | 5 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 43 | |
| Space Separator | 4 | 7.7% |
| Other Punctuation | 2 | 3.8% |
| Other Letter | 2 | 3.8% |
| Dash Punctuation | 1 | 1.9% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 8 | |
| 1 | 6 | |
| 0 | 6 | |
| 7 | 5 | |
| 2 | 5 | |
| 6 | 5 | |
| 3 | 3 | 7.0% |
| 5 | 3 | 7.0% |
| 8 | 1 | 2.3% |
| 9 | 1 | 2.3% |
Other Letter
| Value | Count | Frequency (%) |
| 현 | 1 | |
| 물 | 1 |
Space Separator
| Value | Count | Frequency (%) |
| 4 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 2 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 50 | |
| Hangul | 2 | 3.8% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 4 | 8 | |
| 1 | 6 | |
| 0 | 6 | |
| 7 | 5 | |
| 2 | 5 | |
| 6 | 5 | |
| 4 | ||
| 3 | 3 | 6.0% |
| 5 | 3 | 6.0% |
| , | 2 | 4.0% |
| Other values (3) | 3 | 6.0% |
Hangul
| Value | Count | Frequency (%) |
| 현 | 1 | |
| 물 | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 50 | |
| Hangul | 2 | 3.8% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 4 | 8 | |
| 1 | 6 | |
| 0 | 6 | |
| 7 | 5 | |
| 2 | 5 | |
| 6 | 5 | |
| 4 | ||
| 3 | 3 | 6.0% |
| 5 | 3 | 6.0% |
| , | 2 | 4.0% |
| Other values (3) | 3 | 6.0% |
Hangul
| Value | Count | Frequency (%) |
| 현 | 1 | |
| 물 | 1 |
Unnamed: 12
Text
MISSING
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 3 |
| Missing (%) | 12.5% |
| Memory size | 324.0 B |
Length
| Max length | 6 |
|---|---|
| Median length | 3 |
| Mean length | 3.6190476 |
| Min length | 1 |
Characters and Unicode
| Total characters | 76 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 21 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 합계 |
|---|---|
| 2nd row | 현금 |
| 3rd row | 6,135 |
| 4th row | 207 |
| 5th row | 1,789 |
| Value | Count | Frequency (%) |
| 합계 | 1 | 4.8% |
| 231 | 1 | 4.8% |
| 14,968 | 1 | 4.8% |
| 6 | 1 | 4.8% |
| 49 | 1 | 4.8% |
| 716 | 1 | 4.8% |
| 1,473 | 1 | 4.8% |
| 303 | 1 | 4.8% |
| 414 | 1 | 4.8% |
| 451 | 1 | 4.8% |
| Other values (11) | 11 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 15 | |
| 3 | 10 | |
| 4 | 8 | |
| 6 | 6 | 7.9% |
| , | 6 | 7.9% |
| 7 | 5 | 6.6% |
| 9 | 5 | 6.6% |
| 4 | 5.3% | |
| 5 | 4 | 5.3% |
| 2 | 4 | 5.3% |
| Other values (6) | 9 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 62 | |
| Other Punctuation | 6 | 7.9% |
| Space Separator | 4 | 5.3% |
| Other Letter | 4 | 5.3% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 15 | |
| 3 | 10 | |
| 4 | 8 | |
| 6 | 6 | 9.7% |
| 7 | 5 | 8.1% |
| 9 | 5 | 8.1% |
| 5 | 4 | 6.5% |
| 2 | 4 | 6.5% |
| 0 | 3 | 4.8% |
| 8 | 2 | 3.2% |
Other Letter
| Value | Count | Frequency (%) |
| 합 | 1 | |
| 계 | 1 | |
| 현 | 1 | |
| 금 | 1 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 6 |
Space Separator
| Value | Count | Frequency (%) |
| 4 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 72 | |
| Hangul | 4 | 5.3% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 15 | |
| 3 | 10 | |
| 4 | 8 | |
| 6 | 6 | 8.3% |
| , | 6 | 8.3% |
| 7 | 5 | 6.9% |
| 9 | 5 | 6.9% |
| 4 | 5.6% | |
| 5 | 4 | 5.6% |
| 2 | 4 | 5.6% |
| Other values (2) | 5 | 6.9% |
Hangul
| Value | Count | Frequency (%) |
| 합 | 1 | |
| 계 | 1 | |
| 현 | 1 | |
| 금 | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 72 | |
| Hangul | 4 | 5.3% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 15 | |
| 3 | 10 | |
| 4 | 8 | |
| 6 | 6 | 8.3% |
| , | 6 | 8.3% |
| 7 | 5 | 6.9% |
| 9 | 5 | 6.9% |
| 4 | 5.6% | |
| 5 | 4 | 5.6% |
| 2 | 4 | 5.6% |
| Other values (2) | 5 | 6.9% |
Hangul
| Value | Count | Frequency (%) |
| 합 | 1 | |
| 계 | 1 | |
| 현 | 1 | |
| 금 | 1 |
구분
Text
MISSING
| Distinct | 22 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 2 |
| Missing (%) | 8.3% |
| Memory size | 324.0 B |
Length
| Max length | 6 |
|---|---|
| Median length | 5.5 |
| Mean length | 3.6363636 |
| Min length | 2 |
Characters and Unicode
| Total characters | 80 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 22 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 전국 |
|---|---|
| 2nd row | 전북 |
| 3rd row | 현물 |
| 4th row | 4,389 |
| 5th row | 547 |
| Value | Count | Frequency (%) |
| 401 | 1 | 4.5% |
| 현물 | 1 | 4.5% |
| 249 | 1 | 4.5% |
| 19,791 | 1 | 4.5% |
| 15 | 1 | 4.5% |
| 117 | 1 | 4.5% |
| 1,007 | 1 | 4.5% |
| 1,164 | 1 | 4.5% |
| 303 | 1 | 4.5% |
| 408 | 1 | 4.5% |
| Other values (12) | 12 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 12 | |
| 4 | 9 | |
| 7 | 8 | |
| 9 | 8 | |
| , | 7 | |
| 2 | 6 | |
| 0 | 6 | |
| 6 | 5 | |
| 3 | 5 | |
| 5 | 4 | 5.0% |
| Other values (7) | 10 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 65 | |
| Other Punctuation | 7 | 8.8% |
| Other Letter | 6 | 7.5% |
| Space Separator | 2 | 2.5% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 12 | |
| 4 | 9 | |
| 7 | 8 | |
| 9 | 8 | |
| 2 | 6 | |
| 0 | 6 | |
| 6 | 5 | |
| 3 | 5 | |
| 5 | 4 | 6.2% |
| 8 | 2 | 3.1% |
Other Letter
| Value | Count | Frequency (%) |
| 전 | 2 | |
| 물 | 1 | |
| 현 | 1 | |
| 북 | 1 | |
| 국 | 1 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 7 |
Space Separator
| Value | Count | Frequency (%) |
| 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 74 | |
| Hangul | 6 | 7.5% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 12 | |
| 4 | 9 | |
| 7 | 8 | |
| 9 | 8 | |
| , | 7 | |
| 2 | 6 | |
| 0 | 6 | |
| 6 | 5 | |
| 3 | 5 | |
| 5 | 4 | 5.4% |
| Other values (2) | 4 | 5.4% |
Hangul
| Value | Count | Frequency (%) |
| 전 | 2 | |
| 물 | 1 | |
| 현 | 1 | |
| 북 | 1 | |
| 국 | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 74 | |
| Hangul | 6 | 7.5% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 12 | |
| 4 | 9 | |
| 7 | 8 | |
| 9 | 8 | |
| , | 7 | |
| 2 | 6 | |
| 0 | 6 | |
| 6 | 5 | |
| 3 | 5 | |
| 5 | 4 | 5.4% |
| Other values (2) | 4 | 5.4% |
Hangul
| Value | Count | Frequency (%) |
| 전 | 2 | |
| 물 | 1 | |
| 현 | 1 | |
| 북 | 1 | |
| 국 | 1 |
국비
Text
MISSING
| Distinct | 23 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 1 |
| Missing (%) | 4.2% |
| Memory size | 324.0 B |
Length
| Max length | 7 |
|---|---|
| Median length | 6 |
| Mean length | 4.3478261 |
| Min length | 2 |
Characters and Unicode
| Total characters | 100 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 23 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 183,356 |
|---|---|
| 2nd row | 6,712 |
| 3rd row | 합계 |
| 4th row | 현금+현물 |
| 5th row | 10,524 |
| Value | Count | Frequency (%) |
| 183,356 | 1 | 4.3% |
| 378 | 1 | 4.3% |
| 34,759 | 1 | 4.3% |
| 21 | 1 | 4.3% |
| 166 | 1 | 4.3% |
| 1,723 | 1 | 4.3% |
| 2,637 | 1 | 4.3% |
| 606 | 1 | 4.3% |
| 822 | 1 | 4.3% |
| 1,447 | 1 | 4.3% |
| Other values (13) | 13 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 13 | |
| , | 13 | |
| 7 | 12 | |
| 3 | 9 | |
| 6 | 9 | |
| 5 | 8 | |
| 2 | 8 | |
| 4 | 8 | |
| 8 | 6 | |
| 0 | 5 | 5.0% |
| Other values (7) | 9 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 80 | |
| Other Punctuation | 13 | 13.0% |
| Other Letter | 6 | 6.0% |
| Math Symbol | 1 | 1.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 13 | |
| 7 | 12 | |
| 3 | 9 | |
| 6 | 9 | |
| 5 | 8 | |
| 2 | 8 | |
| 4 | 8 | |
| 8 | 6 | |
| 0 | 5 | 6.2% |
| 9 | 2 | 2.5% |
Other Letter
| Value | Count | Frequency (%) |
| 현 | 2 | |
| 금 | 1 | |
| 물 | 1 | |
| 계 | 1 | |
| 합 | 1 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 13 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 94 | |
| Hangul | 6 | 6.0% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 13 | |
| , | 13 | |
| 7 | 12 | |
| 3 | 9 | |
| 6 | 9 | |
| 5 | 8 | |
| 2 | 8 | |
| 4 | 8 | |
| 8 | 6 | |
| 0 | 5 | 5.3% |
| Other values (2) | 3 | 3.2% |
Hangul
| Value | Count | Frequency (%) |
| 현 | 2 | |
| 금 | 1 | |
| 물 | 1 | |
| 계 | 1 | |
| 합 | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 94 | |
| Hangul | 6 | 6.0% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 13 | |
| , | 13 | |
| 7 | 12 | |
| 3 | 9 | |
| 6 | 9 | |
| 5 | 8 | |
| 2 | 8 | |
| 4 | 8 | |
| 8 | 6 | |
| 0 | 5 | 5.3% |
| Other values (2) | 3 | 3.2% |
Hangul
| Value | Count | Frequency (%) |
| 현 | 2 | |
| 금 | 1 | |
| 물 | 1 | |
| 계 | 1 | |
| 합 | 1 |
지방비
Text
MISSING
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 3 |
| Missing (%) | 12.5% |
| Memory size | 324.0 B |
Length
| Max length | 12 |
|---|---|
| Median length | 5 |
| Mean length | 5.3809524 |
| Min length | 3 |
Characters and Unicode
| Total characters | 113 |
|---|---|
| Distinct characters | 23 |
| Distinct categories | 7 ? |
| 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 | 21 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 3,041 |
|---|---|
| 2nd row | 241 |
| 3rd row | 지방비/(국비+지방비) |
| 4th row | b/(a+b) |
| 5th row | 0.47% |
| Value | Count | Frequency (%) |
| 3,041 | 1 | 4.8% |
| 2.84 | 1 | 4.8% |
| 17.21 | 1 | 4.8% |
| 2.69 | 1 | 4.8% |
| 2.86 | 1 | 4.8% |
| 6.44 | 1 | 4.8% |
| 9.69 | 1 | 4.8% |
| 3.47 | 1 | 4.8% |
| 3.20 | 1 | 4.8% |
| 1.24 | 1 | 4.8% |
| Other values (11) | 11 |
Most occurring characters
| Value | Count | Frequency (%) |
| % | 17 | |
| . | 17 | |
| 4 | 11 | |
| 1 | 9 | 8.0% |
| 0 | 7 | 6.2% |
| 2 | 7 | 6.2% |
| 7 | 7 | 6.2% |
| 6 | 6 | 5.3% |
| 3 | 4 | 3.5% |
| 9 | 4 | 3.5% |
| Other values (13) | 24 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 59 | |
| Other Punctuation | 37 | |
| Other Letter | 8 | 7.1% |
| Lowercase Letter | 3 | 2.7% |
| Math Symbol | 2 | 1.8% |
| Close Punctuation | 2 | 1.8% |
| Open Punctuation | 2 | 1.8% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 11 | |
| 1 | 9 | |
| 0 | 7 | |
| 2 | 7 | |
| 7 | 7 | |
| 6 | 6 | |
| 3 | 4 | 6.8% |
| 9 | 4 | 6.8% |
| 5 | 2 | 3.4% |
| 8 | 2 | 3.4% |
Other Punctuation
| Value | Count | Frequency (%) |
| % | 17 | |
| . | 17 | |
| / | 2 | 5.4% |
| , | 1 | 2.7% |
Other Letter
| Value | Count | Frequency (%) |
| 비 | 3 | |
| 방 | 2 | |
| 지 | 2 | |
| 국 | 1 | 12.5% |
Lowercase Letter
| Value | Count | Frequency (%) |
| b | 2 | |
| a | 1 |
Math Symbol
| Value | Count | Frequency (%) |
| + | 2 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 2 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 2 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 102 | |
| Hangul | 8 | 7.1% |
| Latin | 3 | 2.7% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| % | 17 | |
| . | 17 | |
| 4 | 11 | |
| 1 | 9 | |
| 0 | 7 | |
| 2 | 7 | |
| 7 | 7 | |
| 6 | 6 | 5.9% |
| 3 | 4 | 3.9% |
| 9 | 4 | 3.9% |
| Other values (7) | 13 |
Hangul
| Value | Count | Frequency (%) |
| 비 | 3 | |
| 방 | 2 | |
| 지 | 2 | |
| 국 | 1 | 12.5% |
Latin
| Value | Count | Frequency (%) |
| b | 2 | |
| a | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 105 | |
| Hangul | 8 | 7.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| % | 17 | |
| . | 17 | |
| 4 | 11 | |
| 1 | 9 | |
| 0 | 7 | |
| 2 | 7 | |
| 7 | 7 | |
| 6 | 6 | 5.7% |
| 3 | 4 | 3.8% |
| 9 | 4 | 3.8% |
| Other values (9) | 16 |
Hangul
| Value | Count | Frequency (%) |
| 비 | 3 | |
| 방 | 2 | |
| 지 | 2 | |
| 국 | 1 | 12.5% |
국비+지방비
Text
MISSING
| Distinct | 20 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 4 |
| Missing (%) | 16.7% |
| Memory size | 324.0 B |
Length
| Max length | 8 |
|---|---|
| Median length | 7 |
| Mean length | 2.25 |
| Min length | 1 |
Characters and Unicode
| Total characters | 45 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 20 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 164,934 |
|---|---|
| 2nd row | 6,953 |
| 3rd row | 지방비 매칭비중 |
| 4th row | 15 |
| 5th row | 16 |
| Value | Count | Frequency (%) |
| 6 | 1 | 4.8% |
| 164,934 | 1 | 4.8% |
| 1 | 1 | 4.8% |
| 10 | 1 | 4.8% |
| 8 | 1 | 4.8% |
| 5 | 1 | 4.8% |
| 2 | 1 | 4.8% |
| 3 | 1 | 4.8% |
| 7 | 1 | 4.8% |
| 12 | 1 | 4.8% |
| Other values (11) | 11 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 11 | |
| 6 | 4 | 8.9% |
| 3 | 4 | 8.9% |
| 4 | 4 | 8.9% |
| 9 | 3 | 6.7% |
| 5 | 3 | 6.7% |
| 7 | 2 | 4.4% |
| , | 2 | 4.4% |
| 비 | 2 | 4.4% |
| 2 | 2 | 4.4% |
| Other values (8) | 8 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 35 | |
| Other Letter | 7 | 15.6% |
| Other Punctuation | 2 | 4.4% |
| Space Separator | 1 | 2.2% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 11 | |
| 6 | 4 | 11.4% |
| 3 | 4 | 11.4% |
| 4 | 4 | 11.4% |
| 9 | 3 | 8.6% |
| 5 | 3 | 8.6% |
| 7 | 2 | 5.7% |
| 2 | 2 | 5.7% |
| 8 | 1 | 2.9% |
| 0 | 1 | 2.9% |
Other Letter
| Value | Count | Frequency (%) |
| 비 | 2 | |
| 칭 | 1 | |
| 중 | 1 | |
| 매 | 1 | |
| 지 | 1 | |
| 방 | 1 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 2 |
Space Separator
| Value | Count | Frequency (%) |
| 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 38 | |
| Hangul | 7 | 15.6% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 11 | |
| 6 | 4 | 10.5% |
| 3 | 4 | 10.5% |
| 4 | 4 | 10.5% |
| 9 | 3 | 7.9% |
| 5 | 3 | 7.9% |
| 7 | 2 | 5.3% |
| , | 2 | 5.3% |
| 2 | 2 | 5.3% |
| 1 | 2.6% | |
| Other values (2) | 2 | 5.3% |
Hangul
| Value | Count | Frequency (%) |
| 비 | 2 | |
| 칭 | 1 | |
| 중 | 1 | |
| 매 | 1 | |
| 지 | 1 | |
| 방 | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 38 | |
| Hangul | 7 | 15.6% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 11 | |
| 6 | 4 | 10.5% |
| 3 | 4 | 10.5% |
| 4 | 4 | 10.5% |
| 9 | 3 | 7.9% |
| 5 | 3 | 7.9% |
| 7 | 2 | 5.3% |
| , | 2 | 5.3% |
| 2 | 2 | 5.3% |
| 1 | 2.6% | |
| Other values (2) | 2 | 5.3% |
Hangul
| Value | Count | Frequency (%) |
| 비 | 2 | |
| 칭 | 1 | |
| 중 | 1 | |
| 매 | 1 | |
| 지 | 1 | |
| 방 | 1 |
지방비/ (국비+지방비)
Text
MISSING
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 3 |
| Missing (%) | 12.5% |
| Memory size | 324.0 B |
Length
| Max length | 7 |
|---|---|
| Median length | 5 |
| Mean length | 2.047619 |
| Min length | 1 |
Characters and Unicode
| Total characters | 43 |
|---|---|
| Distinct characters | 20 |
| 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 | 21 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 1.84% |
|---|---|
| 2nd row | 3.47% |
| 3rd row | 국비지원 순위 |
| 4th row | a |
| 5th row | 2 |
| Value | Count | Frequency (%) |
| 1.84 | 1 | 4.5% |
| 국비지원 | 1 | 4.5% |
| 15 | 1 | 4.5% |
| 16 | 1 | 4.5% |
| 4 | 1 | 4.5% |
| 5 | 1 | 4.5% |
| 14 | 1 | 4.5% |
| 12 | 1 | 4.5% |
| 8 | 1 | 4.5% |
| 10 | 1 | 4.5% |
| Other values (12) | 12 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 11 | |
| 4 | 4 | 9.3% |
| 7 | 3 | 7.0% |
| 3 | 3 | 7.0% |
| . | 2 | 4.7% |
| 6 | 2 | 4.7% |
| 2 | 2 | 4.7% |
| 5 | 2 | 4.7% |
| % | 2 | 4.7% |
| 8 | 2 | 4.7% |
| Other values (10) | 10 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 31 | |
| Other Letter | 6 | 14.0% |
| Other Punctuation | 4 | 9.3% |
| Space Separator | 1 | 2.3% |
| Lowercase Letter | 1 | 2.3% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 11 | |
| 4 | 4 | 12.9% |
| 7 | 3 | 9.7% |
| 3 | 3 | 9.7% |
| 6 | 2 | 6.5% |
| 2 | 2 | 6.5% |
| 5 | 2 | 6.5% |
| 8 | 2 | 6.5% |
| 9 | 1 | 3.2% |
| 0 | 1 | 3.2% |
Other Letter
| Value | Count | Frequency (%) |
| 원 | 1 | |
| 지 | 1 | |
| 위 | 1 | |
| 비 | 1 | |
| 국 | 1 | |
| 순 | 1 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 2 | |
| % | 2 |
Space Separator
| Value | Count | Frequency (%) |
| 1 |
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 36 | |
| Hangul | 6 | 14.0% |
| Latin | 1 | 2.3% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 11 | |
| 4 | 4 | 11.1% |
| 7 | 3 | 8.3% |
| 3 | 3 | 8.3% |
| . | 2 | 5.6% |
| 6 | 2 | 5.6% |
| 2 | 2 | 5.6% |
| 5 | 2 | 5.6% |
| % | 2 | 5.6% |
| 8 | 2 | 5.6% |
| Other values (3) | 3 | 8.3% |
Hangul
| Value | Count | Frequency (%) |
| 원 | 1 | |
| 지 | 1 | |
| 위 | 1 | |
| 비 | 1 | |
| 국 | 1 | |
| 순 | 1 |
Latin
| Value | Count | Frequency (%) |
| a | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 37 | |
| Hangul | 6 | 14.0% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 11 | |
| 4 | 4 | 10.8% |
| 7 | 3 | 8.1% |
| 3 | 3 | 8.1% |
| . | 2 | 5.4% |
| 6 | 2 | 5.4% |
| 2 | 2 | 5.4% |
| 5 | 2 | 5.4% |
| % | 2 | 5.4% |
| 8 | 2 | 5.4% |
| Other values (4) | 4 | 10.8% |
Hangul
| Value | Count | Frequency (%) |
| 원 | 1 | |
| 지 | 1 | |
| 위 | 1 | |
| 비 | 1 | |
| 국 | 1 | |
| 순 | 1 |
지방비/국비
Text
MISSING
| Distinct | 21 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 3 |
| Missing (%) | 12.5% |
| Memory size | 324.0 B |
Length
| Max length | 9 |
|---|---|
| Median length | 5 |
| Mean length | 2.1428571 |
| Min length | 1 |
Characters and Unicode
| Total characters | 45 |
|---|---|
| Distinct characters | 21 |
| 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 | 21 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 1.88% |
|---|---|
| 2nd row | 3.59% |
| 3rd row | 순지방비 매칭순위 |
| 4th row | b |
| 5th row | 9 |
| Value | Count | Frequency (%) |
| 1.88 | 1 | 4.5% |
| 순지방비 | 1 | 4.5% |
| 2 | 1 | 4.5% |
| 15 | 1 | 4.5% |
| 6 | 1 | 4.5% |
| 1 | 1 | 4.5% |
| 7 | 1 | 4.5% |
| 4 | 1 | 4.5% |
| 10 | 1 | 4.5% |
| 14 | 1 | 4.5% |
| Other values (12) | 12 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 11 | |
| 8 | 3 | 6.7% |
| 3 | 3 | 6.7% |
| 5 | 3 | 6.7% |
| . | 2 | 4.4% |
| 4 | 2 | 4.4% |
| 2 | 2 | 4.4% |
| 6 | 2 | 4.4% |
| 9 | 2 | 4.4% |
| 7 | 2 | 4.4% |
| Other values (11) | 13 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 31 | |
| Other Letter | 8 | 17.8% |
| Other Punctuation | 4 | 8.9% |
| Lowercase Letter | 1 | 2.2% |
| Space Separator | 1 | 2.2% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 11 | |
| 8 | 3 | 9.7% |
| 3 | 3 | 9.7% |
| 5 | 3 | 9.7% |
| 4 | 2 | 6.5% |
| 2 | 2 | 6.5% |
| 6 | 2 | 6.5% |
| 9 | 2 | 6.5% |
| 7 | 2 | 6.5% |
| 0 | 1 | 3.2% |
Other Letter
| Value | Count | Frequency (%) |
| 순 | 2 | |
| 매 | 1 | |
| 위 | 1 | |
| 비 | 1 | |
| 방 | 1 | |
| 지 | 1 | |
| 칭 | 1 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 2 | |
| % | 2 |
Lowercase Letter
| Value | Count | Frequency (%) |
| b | 1 |
Space Separator
| Value | Count | Frequency (%) |
| 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 36 | |
| Hangul | 8 | 17.8% |
| Latin | 1 | 2.2% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 11 | |
| 8 | 3 | 8.3% |
| 3 | 3 | 8.3% |
| 5 | 3 | 8.3% |
| . | 2 | 5.6% |
| 4 | 2 | 5.6% |
| 2 | 2 | 5.6% |
| 6 | 2 | 5.6% |
| 9 | 2 | 5.6% |
| 7 | 2 | 5.6% |
| Other values (3) | 4 | 11.1% |
Hangul
| Value | Count | Frequency (%) |
| 순 | 2 | |
| 매 | 1 | |
| 위 | 1 | |
| 비 | 1 | |
| 방 | 1 | |
| 지 | 1 | |
| 칭 | 1 |
Latin
| Value | Count | Frequency (%) |
| b | 1 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 37 | |
| Hangul | 8 | 17.8% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 11 | |
| 8 | 3 | 8.1% |
| 3 | 3 | 8.1% |
| 5 | 3 | 8.1% |
| . | 2 | 5.4% |
| 4 | 2 | 5.4% |
| 2 | 2 | 5.4% |
| 6 | 2 | 5.4% |
| 9 | 2 | 5.4% |
| 7 | 2 | 5.4% |
| Other values (4) | 5 |
Hangul
| Value | Count | Frequency (%) |
| 순 | 2 | |
| 매 | 1 | |
| 위 | 1 | |
| 비 | 1 | |
| 방 | 1 | |
| 지 | 1 | |
| 칭 | 1 |
| Unnamed: 0 | 2016년 지역별 R&D 투자현황 | Unnamed: 2 | Unnamed: 3 | Unnamed: 4 | Unnamed: 5 | Unnamed: 6 | Unnamed: 7 | Unnamed: 8 | Unnamed: 9 | Unnamed: 10 | Unnamed: 11 | Unnamed: 12 | 구분 | 국비 | 지방비 | 국비+지방비 | 지방비/ (국비+지방비) | 지방비/국비 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Unnamed: 0 | 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 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| 2016년 지역별 R&D 투자현황 | 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 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| Unnamed: 2 | 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 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| Unnamed: 3 | 1.000 | 1.000 | 1.000 | 1.000 | 0.899 | 0.899 | 0.914 | 1.000 | 1.000 | 1.000 | 1.000 | 0.914 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| Unnamed: 4 | 1.000 | 1.000 | 1.000 | 0.899 | 1.000 | 0.982 | 0.896 | 1.000 | 0.969 | 1.000 | 1.000 | 0.923 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| Unnamed: 5 | 1.000 | 1.000 | 1.000 | 0.899 | 0.982 | 1.000 | 0.925 | 1.000 | 0.980 | 1.000 | 1.000 | 0.939 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| Unnamed: 6 | 1.000 | 1.000 | 1.000 | 0.914 | 0.896 | 0.925 | 1.000 | 1.000 | 0.963 | 1.000 | 1.000 | 0.979 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| Unnamed: 7 | 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 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| Unnamed: 8 | 1.000 | 1.000 | 1.000 | 1.000 | 0.969 | 0.980 | 0.963 | 1.000 | 1.000 | 1.000 | 1.000 | 0.939 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| Unnamed: 9 | 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 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| Unnamed: 10 | 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 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| Unnamed: 11 | 1.000 | 1.000 | 1.000 | 0.914 | 0.923 | 0.939 | 0.979 | 1.000 | 0.939 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| Unnamed: 12 | 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 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| 구분 | 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 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| 국비 | 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 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| 지방비 | 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 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| 국비+지방비 | 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 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| 지방비/\n(국비+지방비) | 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 | 1.000 | 1.000 | 1.000 | 1.000 | 1.000 |
| 지방비/국비 | 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 | 1.000 | 1.000 | 1.000 | 1.000 | 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.
| Unnamed: 0 | 2016년 지역별 R&D 투자현황 | Unnamed: 2 | Unnamed: 3 | Unnamed: 4 | Unnamed: 5 | Unnamed: 6 | Unnamed: 7 | Unnamed: 8 | Unnamed: 9 | Unnamed: 10 | Unnamed: 11 | Unnamed: 12 | 구분 | 국비 | 지방비 | 국비+지방비 | 지방비/ (국비+지방비) | 지방비/국비 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 전국 | 183,356 | 3,041 | 164,934 | 1.84% | 1.88% |
| 1 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 전북 | 6,712 | 241 | 6,953 | 3.47% | 3.59% |
| 2 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
| 3 | 구분 | 국비(a) | 지방정부 | <NA> | 대학 | <NA> | 대기업/중견기업 | <NA> | 중소기업 | <NA> | 기타 | <NA> | 합계 | <NA> | 합계 | 지방비/(국비+지방비) | 지방비 매칭비중 | 국비지원 순위 | 순지방비 매칭순위 |
| 4 | 단위:억원 | 현금 | 현금(b) | 현물 | 현금 | 현물 | 현금 | 현물 | 현금 | 현물 | 현금 | 현물 | 현금 | 현물 | 현금+현물 | b/(a+b) | <NA> | a | b |
| 5 | 서울 | 35,925 | 181 | 1 | 201 | 447 | 519 | 1,130 | 584 | 2,267 | 4,647 | 544 | 6,135 | 4,389 | 10,524 | 0.47% | 15 | 2 | 9 |
| 6 | 인천 | 4,385 | 18 | 12 | 12 | 29 | 36 | 131 | 94 | 355 | 47 | 20 | 207 | 547 | 754 | 0.45% | 16 | 9 | 16 |
| 7 | 경기 | 23,740 | 82 | 37 | 58 | 268 | 582 | 1,415 | 844 | 3,066 | 223 | 276 | 1,789 | 5,062 | 6,851 | 0.31% | 17 | 3 | 12 |
| 8 | 대전 | 56,115 | 278 | 29 | 26 | 123 | 324 | 682 | 311 | 1,555 | 214 | 241 | 1,153 | 2,631 | 3,784 | 0.59% | 14 | 1 | 5 |
| 9 | 부산 | 6,572 | 93 | <NA> | 49 | 113 | 49 | 81 | 112 | 465 | 31 | 64 | 334 | 723 | 1,057 | 1.77% | 11 | 6 | 11 |
| Unnamed: 0 | 2016년 지역별 R&D 투자현황 | Unnamed: 2 | Unnamed: 3 | Unnamed: 4 | Unnamed: 5 | Unnamed: 6 | Unnamed: 7 | Unnamed: 8 | Unnamed: 9 | Unnamed: 10 | Unnamed: 11 | Unnamed: 12 | 구분 | 국비 | 지방비 | 국비+지방비 | 지방비/ (국비+지방비) | 지방비/국비 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 14 | 충북 | 4,962 | 48 | 31 | 49 | 49 | 34 | 108 | 78 | 326 | 22 | 60 | 231 | 574 | 805 | 1.24% | 12 | 10 | 14 |
| 15 | 충남 | 4,843 | 154 | 11 | 37 | 129 | 49 | 198 | 142 | 588 | 69 | 70 | 451 | 996 | 1,447 | 3.20% | 7 | 8 | 10 |
| 16 | 전북 | 6,712 | 241 | 4 | 12 | 49 | 24 | 55 | 96 | 257 | 41 | 43 | 414 | 408 | 822 | 3.47% | 3 | 12 | 4 |
| 17 | 전남 | 3,057 | 200 | 3 | 22 | 58 | 28 | 28 | 40 | 159 | 14 | 55 | 303 | 303 | 606 | 9.69% | 2 | 14 | 7 |
| 18 | 경북 | 6,165 | 444 | 143 | 155 | 92 | 156 | 382 | 653 | 436 | 67 | 111 | 1,473 | 1,164 | 2,637 | 6.44% | 5 | 5 | 1 |
| 19 | 경남 | 9,721 | 230 | 18 | 23 | 64 | 192 | 367 | 120 | 513 | 151 | 46 | 716 | 1,007 | 1,723 | 2.86% | 8 | 4 | 6 |
| 20 | 제주 | 1410 | 23 | - | 7 | 13 | 1 | 4 | 15 | 90 | 3 | 9 | 49 | 117 | 166 | 2.69% | 10 | 16 | 15 |
| 21 | 세종 | 4170 | 1 | - | 2 | 2 | 2 | 7 | 1 | 6 | - | - | 6 | 15 | 21 | 1.06% | 13 | 17 | 17 |
| 22 | 합계 | 183,356 | 3,038 | 301 | 826 | 1,709 | 2,097 | 4,929 | 3,333 | 11,112 | 5,674 | 1,740 | 14,968 | 19,791 | 34,759 | <NA> | <NA> | <NA> | <NA> |
| 23 | <NA> | <NA> | 3,041 | 300 | 824 | 1,708 | 2,097 | 4,930 | 3,334 | 11,114 | 5,675 | 1,740 | 14,972 | 19,792 | 34,764 | <NA> | <NA> | <NA> | <NA> |