Dataset statistics
Number of variables | 4 |
---|---|
Number of observations | 657 |
Missing cells | 445 |
Missing cells (%) | 16.9% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 20.7 KiB |
Average record size in memory | 32.2 B |
Variable types
Categorical | 1 |
---|---|
Text | 3 |
Dataset
Description | 인천광역시 교통행정종합관리시스템 시스템 관련 코드 데이터로 (상세코드, 상세코드명1, 상세코드명2)로 구성되어 있습니다. |
---|---|
Author | 인천광역시 |
URL | https://data.incheon.go.kr/findData/publicDataDetail?dataId=15049214&srcSe=7661IVAWM27C61E190 |
상세코드명2 has 445 (67.7%) missing values | Missing |
Reproduction
Analysis started | 2024-01-28 09:42:46.823409 |
---|---|
Analysis finished | 2024-01-28 09:42:47.289332 |
Duration | 0.47 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
마스터코드
Categorical
Distinct | 47 |
---|---|
Distinct (%) | 7.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 5.3 KiB |
TFA005 | |
---|---|
COM021 | 44 |
TFA028 | 44 |
TFA022 | 44 |
TFA023 | 38 |
Other values (42) |
Length
Max length | 6 |
---|---|
Median length | 6 |
Mean length | 5.9939117 |
Min length | 5 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | TFA026 |
---|---|
2nd row | TFA006 |
3rd row | COM015 |
4th row | COM015 |
5th row | TFA005 |
Common Values
Value | Count | Frequency (%) |
TFA005 | 47 | 7.2% |
COM021 | 44 | 6.7% |
TFA028 | 44 | 6.7% |
TFA022 | 44 | 6.7% |
TFA023 | 38 | 5.8% |
TFA031 | 30 | 4.6% |
TFA006 | 28 | 4.3% |
COM027 | 21 | 3.2% |
NIS002 | 20 | 3.0% |
TFA024 | 20 | 3.0% |
Other values (37) | 321 |
Length
Value | Count | Frequency (%) |
tfa005 | 47 | 7.2% |
tfa022 | 44 | 6.7% |
com021 | 44 | 6.7% |
tfa028 | 44 | 6.7% |
tfa023 | 38 | 5.8% |
tfa031 | 30 | 4.6% |
tfa006 | 28 | 4.3% |
com027 | 21 | 3.2% |
nis002 | 20 | 3.0% |
tfa024 | 20 | 3.0% |
Other values (37) | 321 |
상세코드
Text
Distinct | 202 |
---|---|
Distinct (%) | 30.7% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 5.3 KiB |
Value | Count | Frequency (%) |
2 | 24 | 3.7% |
1 | 23 | 3.5% |
5 | 22 | 3.3% |
3 | 20 | 3.0% |
4 | 20 | 3.0% |
6 | 20 | 3.0% |
11 | 17 | 2.6% |
12 | 16 | 2.4% |
7 | 16 | 2.4% |
8 | 14 | 2.1% |
Other values (192) | 465 |
Most occurring characters
Value | Count | Frequency (%) |
0 | 277 | |
1 | 235 | |
2 | 218 | |
3 | 131 | |
5 | 108 | 7.5% |
4 | 95 | 6.6% |
9 | 88 | 6.1% |
6 | 81 | 5.6% |
8 | 80 | 5.6% |
7 | 61 | 4.2% |
Other values (29) | 67 | 4.6% |
Most occurring categories
Value | Count | Frequency (%) |
Decimal Number | 1374 | |
Uppercase Letter | 55 | 3.8% |
Other Letter | 8 | 0.6% |
Connector Punctuation | 4 | 0.3% |
Most frequent character per category
Uppercase Letter
Value | Count | Frequency (%) |
A | 8 | |
C | 5 | 9.1% |
F | 4 | 7.3% |
P | 3 | 5.5% |
N | 3 | 5.5% |
I | 3 | 5.5% |
T | 3 | 5.5% |
B | 3 | 5.5% |
V | 3 | 5.5% |
M | 3 | 5.5% |
Other values (10) | 17 |
Decimal Number
Value | Count | Frequency (%) |
0 | 277 | |
1 | 235 | |
2 | 218 | |
3 | 131 | |
5 | 108 | 7.9% |
4 | 95 | 6.9% |
9 | 88 | 6.4% |
6 | 81 | 5.9% |
8 | 80 | 5.8% |
7 | 61 | 4.4% |
Other Letter
Value | Count | Frequency (%) |
체 | 1 | |
코 | 1 | |
분 | 1 | |
구 | 1 | |
자 | 1 | |
단 | 1 | |
치 | 1 | |
드 | 1 |
Connector Punctuation
Value | Count | Frequency (%) |
_ | 4 |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 1378 | |
Latin | 55 | 3.8% |
Hangul | 8 | 0.6% |
Most frequent character per script
Latin
Value | Count | Frequency (%) |
A | 8 | |
C | 5 | 9.1% |
F | 4 | 7.3% |
P | 3 | 5.5% |
N | 3 | 5.5% |
I | 3 | 5.5% |
T | 3 | 5.5% |
B | 3 | 5.5% |
V | 3 | 5.5% |
M | 3 | 5.5% |
Other values (10) | 17 |
Common
Value | Count | Frequency (%) |
0 | 277 | |
1 | 235 | |
2 | 218 | |
3 | 131 | |
5 | 108 | 7.8% |
4 | 95 | 6.9% |
9 | 88 | 6.4% |
6 | 81 | 5.9% |
8 | 80 | 5.8% |
7 | 61 | 4.4% |
Hangul
Value | Count | Frequency (%) |
체 | 1 | |
코 | 1 | |
분 | 1 | |
구 | 1 | |
자 | 1 | |
단 | 1 | |
치 | 1 | |
드 | 1 |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 1433 | |
Hangul | 8 | 0.6% |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
0 | 277 | |
1 | 235 | |
2 | 218 | |
3 | 131 | |
5 | 108 | 7.5% |
4 | 95 | 6.6% |
9 | 88 | 6.1% |
6 | 81 | 5.7% |
8 | 80 | 5.6% |
7 | 61 | 4.3% |
Other values (21) | 59 | 4.1% |
Hangul
Value | Count | Frequency (%) |
체 | 1 | |
코 | 1 | |
분 | 1 | |
구 | 1 | |
자 | 1 | |
단 | 1 | |
치 | 1 | |
드 | 1 |
상세코드명1
Text
Distinct | 500 |
---|---|
Distinct (%) | 76.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 5.3 KiB |
Value | Count | Frequency (%) |
인천광역시 | 28 | 3.4% |
기타 | 14 | 1.7% |
9 | 12 | 1.5% |
총무과 | 12 | 1.5% |
세무과 | 12 | 1.5% |
과오납 | 11 | 1.4% |
교통행정과 | 10 | 1.2% |
부과취소 | 6 | 0.7% |
수납(이중수납포함 | 5 | 0.6% |
완납 | 5 | 0.6% |
Other values (545) | 699 |
Most occurring characters
Value | Count | Frequency (%) |
161 | 3.6% | |
과 | 125 | 2.8% |
납 | 111 | 2.4% |
수 | 104 | 2.3% |
( | 92 | 2.0% |
) | 92 | 2.0% |
인 | 67 | 1.5% |
이 | 62 | 1.4% |
소 | 61 | 1.3% |
차 | 61 | 1.3% |
Other values (362) | 3596 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 3399 | |
Uppercase Letter | 278 | 6.1% |
Lowercase Letter | 241 | 5.3% |
Decimal Number | 213 | 4.7% |
Space Separator | 161 | 3.6% |
Open Punctuation | 92 | 2.0% |
Close Punctuation | 92 | 2.0% |
Other Punctuation | 41 | 0.9% |
Dash Punctuation | 8 | 0.2% |
Math Symbol | 4 | 0.1% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
과 | 125 | 3.7% |
납 | 111 | 3.3% |
수 | 104 | 3.1% |
인 | 67 | 2.0% |
이 | 62 | 1.8% |
소 | 61 | 1.8% |
차 | 61 | 1.8% |
자 | 61 | 1.8% |
부 | 59 | 1.7% |
시 | 56 | 1.6% |
Other values (290) | 2632 |
Uppercase Letter
Value | Count | Frequency (%) |
B | 28 | 10.1% |
D | 23 | 8.3% |
C | 21 | 7.6% |
T | 16 | 5.8% |
E | 15 | 5.4% |
F | 14 | 5.0% |
X | 13 | 4.7% |
P | 13 | 4.7% |
Y | 11 | 4.0% |
L | 11 | 4.0% |
Other values (16) | 113 |
Lowercase Letter
Value | Count | Frequency (%) |
e | 27 | 11.2% |
w | 14 | 5.8% |
y | 11 | 4.6% |
k | 11 | 4.6% |
g | 11 | 4.6% |
r | 11 | 4.6% |
t | 10 | 4.1% |
f | 10 | 4.1% |
i | 10 | 4.1% |
q | 9 | 3.7% |
Other values (16) | 117 |
Decimal Number
Value | Count | Frequency (%) |
2 | 43 | |
3 | 31 | |
1 | 30 | |
9 | 28 | |
4 | 22 | |
5 | 16 | 7.5% |
0 | 15 | 7.0% |
6 | 13 | 6.1% |
7 | 8 | 3.8% |
8 | 7 | 3.3% |
Other Punctuation
Value | Count | Frequency (%) |
% | 30 | |
, | 9 | 22.0% |
/ | 2 | 4.9% |
Math Symbol
Value | Count | Frequency (%) |
> | 2 | |
< | 2 |
Space Separator
Value | Count | Frequency (%) |
161 |
Open Punctuation
Value | Count | Frequency (%) |
( | 92 |
Close Punctuation
Value | Count | Frequency (%) |
) | 92 |
Dash Punctuation
Value | Count | Frequency (%) |
- | 8 |
Connector Punctuation
Value | Count | Frequency (%) |
_ | 3 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 3399 | |
Common | 614 | 13.5% |
Latin | 519 | 11.5% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
과 | 125 | 3.7% |
납 | 111 | 3.3% |
수 | 104 | 3.1% |
인 | 67 | 2.0% |
이 | 62 | 1.8% |
소 | 61 | 1.8% |
차 | 61 | 1.8% |
자 | 61 | 1.8% |
부 | 59 | 1.7% |
시 | 56 | 1.6% |
Other values (290) | 2632 |
Latin
Value | Count | Frequency (%) |
B | 28 | 5.4% |
e | 27 | 5.2% |
D | 23 | 4.4% |
C | 21 | 4.0% |
T | 16 | 3.1% |
E | 15 | 2.9% |
F | 14 | 2.7% |
w | 14 | 2.7% |
X | 13 | 2.5% |
P | 13 | 2.5% |
Other values (42) | 335 |
Common
Value | Count | Frequency (%) |
161 | ||
( | 92 | |
) | 92 | |
2 | 43 | 7.0% |
3 | 31 | 5.0% |
% | 30 | 4.9% |
1 | 30 | 4.9% |
9 | 28 | 4.6% |
4 | 22 | 3.6% |
5 | 16 | 2.6% |
Other values (10) | 69 |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 3399 | |
ASCII | 1133 | 25.0% |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
161 | 14.2% | |
( | 92 | 8.1% |
) | 92 | 8.1% |
2 | 43 | 3.8% |
3 | 31 | 2.7% |
% | 30 | 2.6% |
1 | 30 | 2.6% |
B | 28 | 2.5% |
9 | 28 | 2.5% |
e | 27 | 2.4% |
Other values (62) | 571 |
Hangul
Value | Count | Frequency (%) |
과 | 125 | 3.7% |
납 | 111 | 3.3% |
수 | 104 | 3.1% |
인 | 67 | 2.0% |
이 | 62 | 1.8% |
소 | 61 | 1.8% |
차 | 61 | 1.8% |
자 | 61 | 1.8% |
부 | 59 | 1.7% |
시 | 56 | 1.6% |
Other values (290) | 2632 |
상세코드명2
Text
MISSING
 
Distinct | 84 |
---|---|
Distinct (%) | 39.6% |
Missing | 445 |
Missing (%) | 67.7% |
Memory size | 5.3 KiB |
Value | Count | Frequency (%) |
cr | 28 | 10.7% |
dr | 16 | 6.1% |
기타사유 | 10 | 3.8% |
인천광역시 | 10 | 3.8% |
20091111 | 10 | 3.8% |
0 | 6 | 2.3% |
300010 | 5 | 1.9% |
300003 | 5 | 1.9% |
300006 | 5 | 1.9% |
300002 | 5 | 1.9% |
Other values (97) | 161 |
Most occurring characters
Value | Count | Frequency (%) |
0 | 348 | |
3 | 79 | 6.7% |
1 | 77 | 6.5% |
49 | 4.2% | |
R | 44 | 3.7% |
2 | 32 | 2.7% |
C | 28 | 2.4% |
9 | 24 | 2.0% |
시 | 18 | 1.5% |
D | 17 | 1.4% |
Other values (148) | 461 |
Most occurring categories
Value | Count | Frequency (%) |
Decimal Number | 626 | |
Other Letter | 398 | |
Uppercase Letter | 93 | 7.9% |
Space Separator | 49 | 4.2% |
Dash Punctuation | 4 | 0.3% |
Other Punctuation | 3 | 0.3% |
Math Symbol | 2 | 0.2% |
Open Punctuation | 1 | 0.1% |
Close Punctuation | 1 | 0.1% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
시 | 18 | 4.5% |
기 | 14 | 3.5% |
타 | 13 | 3.3% |
통 | 12 | 3.0% |
과 | 12 | 3.0% |
사 | 12 | 3.0% |
교 | 11 | 2.8% |
유 | 10 | 2.5% |
인 | 10 | 2.5% |
천 | 10 | 2.5% |
Other values (125) | 276 |
Decimal Number
Value | Count | Frequency (%) |
0 | 348 | |
3 | 79 | 12.6% |
1 | 77 | 12.3% |
2 | 32 | 5.1% |
9 | 24 | 3.8% |
6 | 15 | 2.4% |
7 | 15 | 2.4% |
4 | 15 | 2.4% |
5 | 14 | 2.2% |
8 | 7 | 1.1% |
Uppercase Letter
Value | Count | Frequency (%) |
R | 44 | |
C | 28 | |
D | 17 | 18.3% |
E | 2 | 2.2% |
A | 1 | 1.1% |
P | 1 | 1.1% |
Other Punctuation
Value | Count | Frequency (%) |
. | 2 | |
, | 1 |
Space Separator
Value | Count | Frequency (%) |
49 |
Dash Punctuation
Value | Count | Frequency (%) |
- | 4 |
Math Symbol
Value | Count | Frequency (%) |
+ | 2 |
Open Punctuation
Value | Count | Frequency (%) |
( | 1 |
Close Punctuation
Value | Count | Frequency (%) |
) | 1 |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 686 | |
Hangul | 398 | |
Latin | 93 | 7.9% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
시 | 18 | 4.5% |
기 | 14 | 3.5% |
타 | 13 | 3.3% |
통 | 12 | 3.0% |
과 | 12 | 3.0% |
사 | 12 | 3.0% |
교 | 11 | 2.8% |
유 | 10 | 2.5% |
인 | 10 | 2.5% |
천 | 10 | 2.5% |
Other values (125) | 276 |
Common
Value | Count | Frequency (%) |
0 | 348 | |
3 | 79 | 11.5% |
1 | 77 | 11.2% |
49 | 7.1% | |
2 | 32 | 4.7% |
9 | 24 | 3.5% |
6 | 15 | 2.2% |
7 | 15 | 2.2% |
4 | 15 | 2.2% |
5 | 14 | 2.0% |
Other values (7) | 18 | 2.6% |
Latin
Value | Count | Frequency (%) |
R | 44 | |
C | 28 | |
D | 17 | 18.3% |
E | 2 | 2.2% |
A | 1 | 1.1% |
P | 1 | 1.1% |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 779 | |
Hangul | 398 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
0 | 348 | |
3 | 79 | 10.1% |
1 | 77 | 9.9% |
49 | 6.3% | |
R | 44 | 5.6% |
2 | 32 | 4.1% |
C | 28 | 3.6% |
9 | 24 | 3.1% |
D | 17 | 2.2% |
6 | 15 | 1.9% |
Other values (13) | 66 | 8.5% |
Hangul
Value | Count | Frequency (%) |
시 | 18 | 4.5% |
기 | 14 | 3.5% |
타 | 13 | 3.3% |
통 | 12 | 3.0% |
과 | 12 | 3.0% |
사 | 12 | 3.0% |
교 | 11 | 2.8% |
유 | 10 | 2.5% |
인 | 10 | 2.5% |
천 | 10 | 2.5% |
Other values (125) | 276 |
마스터코드 | 상세코드명2 | |
---|---|---|
마스터코드 | 1.000 | 0.991 |
상세코드명2 | 0.991 | 1.000 |
마스터코드 | 상세코드 | 상세코드명1 | 상세코드명2 | |
---|---|---|---|---|
0 | TFA026 | 5 | 의견진술가결 | <NA> |
1 | TFA006 | 21 | 36인승이상승합 | <NA> |
2 | COM015 | 1 | FORM | <NA> |
3 | COM015 | 2 | JSP | <NA> |
4 | TFA005 | 1 | 횡단보도 | <NA> |
5 | TFA005 | 2 | 보도주차 | <NA> |
6 | TFA005 | 3 | 모퉁이 | <NA> |
7 | TFA005 | 4 | 버스정류장 | <NA> |
8 | TFA005 | 5 | 이중주차 | <NA> |
9 | TFA005 | 6 | 소화전 | <NA> |
마스터코드 | 상세코드 | 상세코드명1 | 상세코드명2 | |
---|---|---|---|---|
647 | TFA005 | 40 | 적색노면표시 소화전 | <NA> |
648 | COM000 | S | 안전신문고(24시) | <NA> |
649 | TFA003 | 8 | 이륜차 | 40000 |
650 | TFA025 | 12 | 상호금융압류 | <NA> |
651 | TFA025 | 13 | 증권압류 | <NA> |
652 | TFA031 | 13 | 분납대상자 | <NA> |
653 | TFA037 | W | 소화전 | <NA> |
654 | TFA036 | 28000 | 신한은행 | 1.00E+11 |
655 | TFA036 | 28260 | 신한은행 | 1.00E+11 |
656 | NDG001 | 28245 | W%2BBIWe%2BULr1WSKTZEbYotxptG7Sks4ktjlWedke6YBufwokVyHMxPe9wq4Ys0%2BX%2BBDrDFSkcQpyCE1qbihEjIA%3D%3D | <NA> |