Dataset statistics
Number of variables | 21 |
---|---|
Number of observations | 351 |
Missing cells | 3625 |
Missing cells (%) | 49.2% |
Duplicate rows | 1 |
Duplicate rows (%) | 0.3% |
Total size in memory | 61.8 KiB |
Average record size in memory | 180.4 B |
Variable types
Numeric | 2 |
---|---|
Text | 3 |
Categorical | 6 |
Unsupported | 10 |
Dataset
Description | 경상남도 진주시 관내 버스정보안내기의 설치현황(BIT번호, 정류장ID, 지점명, 방향, 주소, 설치년도) 자료를 올려드리니 참고하시기 바랍니다. |
---|---|
Author | 경상남도 진주시 |
URL | https://www.data.go.kr/data/15094017/fileData.do |
Dataset has 1 (0.3%) duplicate rows | Duplicates |
버스정보안내기 설치방향 is highly imbalanced (53.4%) | Imbalance |
데이터기준일 is highly imbalanced (65.1%) | Imbalance |
순번 has 23 (6.6%) missing values | Missing |
정류장 아이디 has 23 (6.6%) missing values | Missing |
지점명 has 23 (6.6%) missing values | Missing |
방향 has 23 (6.6%) missing values | Missing |
주소 has 23 (6.6%) missing values | Missing |
Unnamed: 11 has 351 (100.0%) missing values | Missing |
Unnamed: 12 has 351 (100.0%) missing values | Missing |
Unnamed: 13 has 351 (100.0%) missing values | Missing |
Unnamed: 14 has 351 (100.0%) missing values | Missing |
Unnamed: 15 has 351 (100.0%) missing values | Missing |
Unnamed: 16 has 351 (100.0%) missing values | Missing |
Unnamed: 17 has 351 (100.0%) missing values | Missing |
Unnamed: 18 has 351 (100.0%) missing values | Missing |
Unnamed: 19 has 351 (100.0%) missing values | Missing |
Unnamed: 20 has 351 (100.0%) missing values | Missing |
Unnamed: 11 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 12 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 13 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 14 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 15 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 16 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 17 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 18 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 19 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 20 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Reproduction
Analysis started | 2023-12-12 13:23:39.037306 |
---|---|
Analysis finished | 2023-12-12 13:23:39.539507 |
Duration | 0.5 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
순번
Real number (ℝ)
MISSING
 
Distinct | 328 |
---|---|
Distinct (%) | 100.0% |
Missing | 23 |
Missing (%) | 6.6% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 164.5 |
Minimum | 1 |
---|---|
Maximum | 328 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 3.2 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 17.35 |
Q1 | 82.75 |
median | 164.5 |
Q3 | 246.25 |
95-th percentile | 311.65 |
Maximum | 328 |
Range | 327 |
Interquartile range (IQR) | 163.5 |
Descriptive statistics
Standard deviation | 94.829672 |
---|---|
Coefficient of variation (CV) | 0.57647217 |
Kurtosis | -1.2 |
Mean | 164.5 |
Median Absolute Deviation (MAD) | 82 |
Skewness | 0 |
Sum | 53956 |
Variance | 8992.6667 |
Monotonicity | Strictly increasing |
Value | Count | Frequency (%) |
227 | 1 | 0.3% |
225 | 1 | 0.3% |
224 | 1 | 0.3% |
223 | 1 | 0.3% |
222 | 1 | 0.3% |
221 | 1 | 0.3% |
220 | 1 | 0.3% |
219 | 1 | 0.3% |
218 | 1 | 0.3% |
217 | 1 | 0.3% |
Other values (318) | 318 | |
(Missing) | 23 | 6.6% |
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 (%) |
328 | 1 | |
327 | 1 | |
326 | 1 | |
325 | 1 | |
324 | 1 | |
323 | 1 | |
322 | 1 | |
321 | 1 | |
320 | 1 | |
319 | 1 |
정류장 아이디
Real number (ℝ)
MISSING
 
Distinct | 323 |
---|---|
Distinct (%) | 98.5% |
Missing | 23 |
Missing (%) | 6.6% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3.8121409 × 108 |
Minimum | 3.81101 × 108 |
---|---|
Maximum | 3.8124905 × 108 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 3.2 KiB |
Quantile statistics
Minimum | 3.81101 × 108 |
---|---|
5-th percentile | 3.8110301 × 108 |
Q1 | 3.8122001 × 108 |
median | 3.8123503 × 108 |
Q3 | 3.8124325 × 108 |
95-th percentile | 3.8124903 × 108 |
Maximum | 3.8124905 × 108 |
Range | 148042 |
Interquartile range (IQR) | 23244.75 |
Descriptive statistics
Standard deviation | 50583.224 |
---|---|
Coefficient of variation (CV) | 0.00013268981 |
Kurtosis | 0.73850721 |
Mean | 3.8121409 × 108 |
Median Absolute Deviation (MAD) | 11500.5 |
Skewness | -1.5950596 |
Sum | 1.2503822 × 1011 |
Variance | 2.5586625 × 109 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
381235006 | 2 | 0.6% |
381247008 | 2 | 0.6% |
381227003 | 2 | 0.6% |
381227002 | 2 | 0.6% |
381247005 | 2 | 0.6% |
381235012 | 1 | 0.3% |
381249015 | 1 | 0.3% |
381249024 | 1 | 0.3% |
381249023 | 1 | 0.3% |
381249022 | 1 | 0.3% |
Other values (313) | 313 | |
(Missing) | 23 | 6.6% |
Value | Count | Frequency (%) |
381101004 | 1 | |
381101005 | 1 | |
381101007 | 1 | |
381101009 | 1 | |
381101030 | 1 | |
381101033 | 1 | |
381101036 | 1 | |
381101089 | 1 | |
381101105 | 1 | |
381101107 | 1 |
Value | Count | Frequency (%) |
381249046 | 1 | |
381249045 | 1 | |
381249044 | 1 | |
381249043 | 1 | |
381249042 | 1 | |
381249041 | 1 | |
381249040 | 1 | |
381249039 | 1 | |
381249038 | 1 | |
381249037 | 1 |
지점명
Text
MISSING
 
Distinct | 228 |
---|---|
Distinct (%) | 69.5% |
Missing | 23 |
Missing (%) | 6.6% |
Memory size | 2.9 KiB |
Length
Max length | 14 |
---|---|
Median length | 10.5 |
Mean length | 6.7530488 |
Min length | 2 |
Characters and Unicode
Total characters | 2215 |
---|---|
Distinct characters | 257 |
Distinct categories | 7 ? |
Distinct scripts | 3 ? |
Distinct blocks | 2 ? |
Unique
Unique | 131 ? |
---|---|
Unique (%) | 39.9% |
Sample
1st row | 경상국립대가좌정문 |
---|---|
2nd row | 경상국립대가좌후문 |
3rd row | 개양오거리 |
4th row | 선학사거리/제일여고 |
5th row | 가좌주공아파트 |
Value | Count | Frequency (%) |
경상국립대가좌후문 | 3 | 0.9% |
진주시청 | 3 | 0.9% |
경상국립대가좌정문 | 3 | 0.9% |
나래공원 | 2 | 0.6% |
남강초등학교 | 2 | 0.6% |
구.삼삼주유소 | 2 | 0.6% |
부영11/중흥12단지 | 2 | 0.6% |
공단광장 | 2 | 0.6% |
망경한보아파트정문 | 2 | 0.6% |
한일병원 | 2 | 0.6% |
Other values (219) | 307 |
Most occurring characters
Value | Count | Frequency (%) |
/ | 66 | 3.0% |
주 | 65 | 2.9% |
트 | 61 | 2.8% |
대 | 59 | 2.7% |
아 | 52 | 2.3% |
진 | 49 | 2.2% |
파 | 48 | 2.2% |
교 | 46 | 2.1% |
장 | 38 | 1.7% |
시 | 37 | 1.7% |
Other values (247) | 1694 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 2030 | |
Other Punctuation | 73 | 3.3% |
Uppercase Letter | 55 | 2.5% |
Decimal Number | 41 | 1.9% |
Open Punctuation | 7 | 0.3% |
Close Punctuation | 7 | 0.3% |
Space Separator | 2 | 0.1% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
주 | 65 | 3.2% |
트 | 61 | 3.0% |
대 | 59 | 2.9% |
아 | 52 | 2.6% |
진 | 49 | 2.4% |
파 | 48 | 2.4% |
교 | 46 | 2.3% |
장 | 38 | 1.9% |
시 | 37 | 1.8% |
초 | 35 | 1.7% |
Other values (223) | 1540 |
Uppercase Letter
Value | Count | Frequency (%) |
H | 14 | |
L | 14 | |
T | 6 | |
P | 4 | 7.3% |
A | 4 | 7.3% |
K | 4 | 7.3% |
B | 3 | 5.5% |
S | 3 | 5.5% |
M | 1 | 1.8% |
G | 1 | 1.8% |
Decimal Number
Value | Count | Frequency (%) |
1 | 14 | |
0 | 6 | |
5 | 5 | 12.2% |
2 | 4 | 9.8% |
3 | 4 | 9.8% |
9 | 4 | 9.8% |
4 | 2 | 4.9% |
8 | 2 | 4.9% |
Other Punctuation
Value | Count | Frequency (%) |
/ | 66 | |
. | 7 | 9.6% |
Open Punctuation
Value | Count | Frequency (%) |
( | 7 |
Close Punctuation
Value | Count | Frequency (%) |
) | 7 |
Space Separator
Value | Count | Frequency (%) |
2 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 2030 | |
Common | 130 | 5.9% |
Latin | 55 | 2.5% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
주 | 65 | 3.2% |
트 | 61 | 3.0% |
대 | 59 | 2.9% |
아 | 52 | 2.6% |
진 | 49 | 2.4% |
파 | 48 | 2.4% |
교 | 46 | 2.3% |
장 | 38 | 1.9% |
시 | 37 | 1.8% |
초 | 35 | 1.7% |
Other values (223) | 1540 |
Common
Value | Count | Frequency (%) |
/ | 66 | |
1 | 14 | 10.8% |
( | 7 | 5.4% |
. | 7 | 5.4% |
) | 7 | 5.4% |
0 | 6 | 4.6% |
5 | 5 | 3.8% |
2 | 4 | 3.1% |
3 | 4 | 3.1% |
9 | 4 | 3.1% |
Other values (3) | 6 | 4.6% |
Latin
Value | Count | Frequency (%) |
H | 14 | |
L | 14 | |
T | 6 | |
P | 4 | 7.3% |
A | 4 | 7.3% |
K | 4 | 7.3% |
B | 3 | 5.5% |
S | 3 | 5.5% |
M | 1 | 1.8% |
G | 1 | 1.8% |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 2030 | |
ASCII | 185 | 8.4% |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
/ | 66 | |
1 | 14 | 7.6% |
H | 14 | 7.6% |
L | 14 | 7.6% |
( | 7 | 3.8% |
. | 7 | 3.8% |
) | 7 | 3.8% |
T | 6 | 3.2% |
0 | 6 | 3.2% |
5 | 5 | 2.7% |
Other values (14) | 39 |
Hangul
Value | Count | Frequency (%) |
주 | 65 | 3.2% |
트 | 61 | 3.0% |
대 | 59 | 2.9% |
아 | 52 | 2.6% |
진 | 49 | 2.4% |
파 | 48 | 2.4% |
교 | 46 | 2.3% |
장 | 38 | 1.9% |
시 | 37 | 1.8% |
초 | 35 | 1.7% |
Other values (223) | 1540 |
방향
Text
MISSING
 
Distinct | 126 |
---|---|
Distinct (%) | 38.4% |
Missing | 23 |
Missing (%) | 6.6% |
Memory size | 2.9 KiB |
Value | Count | Frequency (%) |
중앙시장 | 29 | 8.8% |
경상대 | 20 | 6.1% |
진주성 | 20 | 6.1% |
초전동 | 18 | 5.5% |
공단광장 | 17 | 5.2% |
이현동 | 16 | 4.9% |
진주ic | 14 | 4.3% |
진양호 | 11 | 3.3% |
진주시청 | 9 | 2.7% |
오죽광장 | 6 | 1.8% |
Other values (117) | 169 |
Most occurring characters
Value | Count | Frequency (%) |
진 | 73 | 4.8% |
장 | 64 | 4.2% |
주 | 63 | 4.2% |
시 | 54 | 3.6% |
동 | 53 | 3.5% |
중 | 39 | 2.6% |
교 | 32 | 2.1% |
단 | 32 | 2.1% |
공 | 31 | 2.1% |
대 | 31 | 2.1% |
Other values (198) | 1040 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 1383 | |
Uppercase Letter | 66 | 4.4% |
Decimal Number | 31 | 2.1% |
Other Punctuation | 28 | 1.9% |
Lowercase Letter | 3 | 0.2% |
Space Separator | 1 | 0.1% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
진 | 73 | 5.3% |
장 | 64 | 4.6% |
주 | 63 | 4.6% |
시 | 54 | 3.9% |
동 | 53 | 3.8% |
중 | 39 | 2.8% |
교 | 32 | 2.3% |
단 | 32 | 2.3% |
공 | 31 | 2.2% |
대 | 31 | 2.2% |
Other values (177) | 911 |
Uppercase Letter
Value | Count | Frequency (%) |
C | 18 | |
I | 16 | |
L | 13 | |
H | 13 | |
M | 2 | 3.0% |
B | 2 | 3.0% |
T | 1 | 1.5% |
K | 1 | 1.5% |
Decimal Number
Value | Count | Frequency (%) |
1 | 11 | |
5 | 5 | |
0 | 4 | 12.9% |
3 | 4 | 12.9% |
9 | 3 | 9.7% |
8 | 2 | 6.5% |
2 | 2 | 6.5% |
Lowercase Letter
Value | Count | Frequency (%) |
k | 1 | |
b | 1 | |
s | 1 |
Other Punctuation
Value | Count | Frequency (%) |
/ | 24 | |
. | 4 | 14.3% |
Space Separator
Value | Count | Frequency (%) |
1 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 1383 | |
Latin | 69 | 4.6% |
Common | 60 | 4.0% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
진 | 73 | 5.3% |
장 | 64 | 4.6% |
주 | 63 | 4.6% |
시 | 54 | 3.9% |
동 | 53 | 3.8% |
중 | 39 | 2.8% |
교 | 32 | 2.3% |
단 | 32 | 2.3% |
공 | 31 | 2.2% |
대 | 31 | 2.2% |
Other values (177) | 911 |
Latin
Value | Count | Frequency (%) |
C | 18 | |
I | 16 | |
L | 13 | |
H | 13 | |
M | 2 | 2.9% |
B | 2 | 2.9% |
T | 1 | 1.4% |
k | 1 | 1.4% |
b | 1 | 1.4% |
s | 1 | 1.4% |
Common
Value | Count | Frequency (%) |
/ | 24 | |
1 | 11 | |
5 | 5 | 8.3% |
0 | 4 | 6.7% |
3 | 4 | 6.7% |
. | 4 | 6.7% |
9 | 3 | 5.0% |
8 | 2 | 3.3% |
2 | 2 | 3.3% |
1 | 1.7% |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 1383 | |
ASCII | 129 | 8.5% |
Most frequent character per block
Hangul
Value | Count | Frequency (%) |
진 | 73 | 5.3% |
장 | 64 | 4.6% |
주 | 63 | 4.6% |
시 | 54 | 3.9% |
동 | 53 | 3.8% |
중 | 39 | 2.8% |
교 | 32 | 2.3% |
단 | 32 | 2.3% |
공 | 31 | 2.2% |
대 | 31 | 2.2% |
Other values (177) | 911 |
ASCII
Value | Count | Frequency (%) |
/ | 24 | |
C | 18 | |
I | 16 | |
L | 13 | |
H | 13 | |
1 | 11 | |
5 | 5 | 3.9% |
0 | 4 | 3.1% |
3 | 4 | 3.1% |
. | 4 | 3.1% |
Other values (11) | 17 |
지역
Categorical
Distinct | 43 |
---|---|
Distinct (%) | 12.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 2.9 KiB |
충무공동 | |
---|---|
상대동 | |
가좌동 | |
<NA> | |
하대동 | 20 |
Other values (38) |
Length
Max length | 4 |
---|---|
Median length | 3 |
Mean length | 3.1937322 |
Min length | 3 |
Unique
Unique | 7 ? |
---|---|
Unique (%) | 2.0% |
Sample
1st row | 가좌동 |
---|---|
2nd row | 가좌동 |
3rd row | 가좌동 |
4th row | 하대동 |
5th row | 가좌동 |
Common Values
Value | Count | Frequency (%) |
충무공동 | 43 | 12.3% |
상대동 | 26 | 7.4% |
가좌동 | 26 | 7.4% |
<NA> | 23 | 6.6% |
하대동 | 20 | 5.7% |
신안동 | 17 | 4.8% |
초전동 | 14 | 4.0% |
봉곡동 | 14 | 4.0% |
상평동 | 12 | 3.4% |
칠암동 | 11 | 3.1% |
Other values (33) | 145 |
Length
Value | Count | Frequency (%) |
충무공동 | 43 | 12.3% |
가좌동 | 26 | 7.4% |
상대동 | 26 | 7.4% |
na | 23 | 6.6% |
하대동 | 20 | 5.7% |
신안동 | 17 | 4.8% |
초전동 | 14 | 4.0% |
봉곡동 | 14 | 4.0% |
상평동 | 12 | 3.4% |
칠암동 | 11 | 3.1% |
Other values (33) | 145 |
모델
Categorical
Distinct | 5 |
---|---|
Distinct (%) | 1.4% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 2.9 KiB |
CNR-L500 | |
---|---|
내부망 | |
<NA> | |
CNR-L580 | |
CNR-L200 | 9 |
Length
Max length | 8 |
---|---|
Median length | 8 |
Mean length | 7.0968661 |
Min length | 3 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | <NA> |
---|---|
2nd row | <NA> |
3rd row | CNR-L500 |
4th row | CNR-L500 |
5th row | CNR-L500 |
Common Values
Value | Count | Frequency (%) |
CNR-L500 | 247 | |
내부망 | 41 | 11.7% |
<NA> | 28 | 8.0% |
CNR-L580 | 26 | 7.4% |
CNR-L200 | 9 | 2.6% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
cnr-l500 | 247 | |
내부망 | 41 | 11.7% |
na | 28 | 8.0% |
cnr-l580 | 26 | 7.4% |
cnr-l200 | 9 | 2.6% |
타입
Categorical
Distinct | 11 |
---|---|
Distinct (%) | 3.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 2.9 KiB |
LCD 단면형 | |
---|---|
4단10열 S | |
4단10열 P | |
2단8열 S | |
<NA> | |
Other values (6) |
Length
Max length | 7 |
---|---|
Median length | 7 |
Mean length | 6.6723647 |
Min length | 4 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 4단10열 S |
---|---|
2nd row | 4단10열 S |
3rd row | LCD 단면형 |
4th row | LCD 단면형 |
5th row | LCD 단면형 |
Common Values
Value | Count | Frequency (%) |
LCD 단면형 | 97 | |
4단10열 S | 85 | |
4단10열 P | 36 | 10.3% |
2단8열 S | 31 | 8.8% |
<NA> | 23 | 6.6% |
LCD 양면형 | 21 | 6.0% |
4단12열 S | 18 | 5.1% |
스마트정류장 | 15 | 4.3% |
3단10열 S | 15 | 4.3% |
3단10열 P | 6 | 1.7% |
Length
Value | Count | Frequency (%) |
s | 149 | |
4단10열 | 121 | |
lcd | 118 | |
단면형 | 97 | |
p | 46 | 6.9% |
2단8열 | 31 | 4.7% |
na | 23 | 3.5% |
4단12열 | 22 | 3.3% |
양면형 | 21 | 3.2% |
3단10열 | 21 | 3.2% |
버스정보안내기 설치방향
Categorical
IMBALANCE
 
Distinct | 7 |
---|---|
Distinct (%) | 2.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 2.9 KiB |
정방향 | |
---|---|
역방향 | 25 |
<NA> | 23 |
양면 | 21 |
정면 | 14 |
Other values (2) | 2 |
Length
Max length | 6 |
---|---|
Median length | 3 |
Mean length | 2.97151 |
Min length | 2 |
Unique
Unique | 2 ? |
---|---|
Unique (%) | 0.6% |
Sample
1st row | 정방향 |
---|---|
2nd row | 정방향 |
3rd row | 정방향 |
4th row | 정방향 |
5th row | 정방향 |
Common Values
Value | Count | Frequency (%) |
정방향 | 266 | |
역방향 | 25 | 7.1% |
<NA> | 23 | 6.6% |
양면 | 21 | 6.0% |
정면 | 14 | 4.0% |
옆면 | 1 | 0.3% |
길건너 정면 | 1 | 0.3% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
정방향 | 266 | |
역방향 | 25 | 7.1% |
na | 23 | 6.5% |
양면 | 21 | 6.0% |
정면 | 15 | 4.3% |
옆면 | 1 | 0.3% |
길건너 | 1 | 0.3% |
주소
Text
MISSING
 
Distinct | 312 |
---|---|
Distinct (%) | 95.1% |
Missing | 23 |
Missing (%) | 6.6% |
Memory size | 2.9 KiB |
Length
Max length | 47 |
---|---|
Median length | 36 |
Mean length | 18.091463 |
Min length | 12 |
Characters and Unicode
Total characters | 5934 |
---|---|
Distinct characters | 206 |
Distinct categories | 8 ? |
Distinct scripts | 3 ? |
Distinct blocks | 2 ? |
Unique
Unique | 297 ? |
---|---|
Unique (%) | 90.5% |
Sample
1st row | 경남 진주시 진주대로 518 |
---|---|
2nd row | 경남 진주시 진주대로 548 |
3rd row | 경남 진주시 진주대로 572 |
4th row | 경남 진주시 대신로 357 |
5th row | 경남 진주시 가좌동 652-15 |
Value | Count | Frequency (%) |
진주시 | 328 | |
경남 | 324 | |
충무공동 | 42 | 2.8% |
앞 | 34 | 2.3% |
진주대로 | 29 | 1.9% |
대신로 | 20 | 1.3% |
동진로 | 16 | 1.1% |
정류장 | 15 | 1.0% |
진양호로 | 15 | 1.0% |
가좌동 | 15 | 1.0% |
Other values (471) | 661 |
Most occurring characters
Value | Count | Frequency (%) |
1174 | ||
진 | 410 | 6.9% |
주 | 375 | 6.3% |
경 | 339 | 5.7% |
남 | 333 | 5.6% |
시 | 332 | 5.6% |
1 | 268 | 4.5% |
2 | 180 | 3.0% |
로 | 177 | 3.0% |
- | 158 | 2.7% |
Other values (196) | 2188 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 3345 | |
Space Separator | 1174 | 19.8% |
Decimal Number | 1159 | 19.5% |
Dash Punctuation | 158 | 2.7% |
Close Punctuation | 46 | 0.8% |
Open Punctuation | 46 | 0.8% |
Uppercase Letter | 5 | 0.1% |
Control | 1 | < 0.1% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
진 | 410 | 12.3% |
주 | 375 | 11.2% |
경 | 339 | 10.1% |
남 | 333 | 10.0% |
시 | 332 | 9.9% |
로 | 177 | 5.3% |
동 | 144 | 4.3% |
대 | 77 | 2.3% |
면 | 51 | 1.5% |
리 | 48 | 1.4% |
Other values (177) | 1059 |
Decimal Number
Value | Count | Frequency (%) |
1 | 268 | |
2 | 180 | |
4 | 110 | |
5 | 104 | 9.0% |
3 | 100 | 8.6% |
6 | 89 | 7.7% |
8 | 88 | 7.6% |
7 | 83 | 7.2% |
9 | 74 | 6.4% |
0 | 63 | 5.4% |
Uppercase Letter
Value | Count | Frequency (%) |
C | 2 | |
G | 1 | |
S | 1 | |
K | 1 |
Space Separator
Value | Count | Frequency (%) |
1174 |
Dash Punctuation
Value | Count | Frequency (%) |
- | 158 |
Close Punctuation
Value | Count | Frequency (%) |
) | 46 |
Open Punctuation
Value | Count | Frequency (%) |
( | 46 |
Control
Value | Count | Frequency (%) |
1 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 3345 | |
Common | 2584 | |
Latin | 5 | 0.1% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
진 | 410 | 12.3% |
주 | 375 | 11.2% |
경 | 339 | 10.1% |
남 | 333 | 10.0% |
시 | 332 | 9.9% |
로 | 177 | 5.3% |
동 | 144 | 4.3% |
대 | 77 | 2.3% |
면 | 51 | 1.5% |
리 | 48 | 1.4% |
Other values (177) | 1059 |
Common
Value | Count | Frequency (%) |
1174 | ||
1 | 268 | 10.4% |
2 | 180 | 7.0% |
- | 158 | 6.1% |
4 | 110 | 4.3% |
5 | 104 | 4.0% |
3 | 100 | 3.9% |
6 | 89 | 3.4% |
8 | 88 | 3.4% |
7 | 83 | 3.2% |
Other values (5) | 230 | 8.9% |
Latin
Value | Count | Frequency (%) |
C | 2 | |
G | 1 | |
S | 1 | |
K | 1 |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 3345 | |
ASCII | 2589 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
1174 | ||
1 | 268 | 10.4% |
2 | 180 | 7.0% |
- | 158 | 6.1% |
4 | 110 | 4.2% |
5 | 104 | 4.0% |
3 | 100 | 3.9% |
6 | 89 | 3.4% |
8 | 88 | 3.4% |
7 | 83 | 3.2% |
Other values (9) | 235 | 9.1% |
Hangul
Value | Count | Frequency (%) |
진 | 410 | 12.3% |
주 | 375 | 11.2% |
경 | 339 | 10.1% |
남 | 333 | 10.0% |
시 | 332 | 9.9% |
로 | 177 | 5.3% |
동 | 144 | 4.3% |
대 | 77 | 2.3% |
면 | 51 | 1.5% |
리 | 48 | 1.4% |
Other values (177) | 1059 |
설치년도
Categorical
Distinct | 22 |
---|---|
Distinct (%) | 6.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 2.9 KiB |
2014-12 | |
---|---|
2014-05 | |
2022-07 | |
2005-06 | |
<NA> | |
Other values (17) |
Length
Max length | 7 |
---|---|
Median length | 7 |
Mean length | 6.8034188 |
Min length | 4 |
Unique
Unique | 2 ? |
---|---|
Unique (%) | 0.6% |
Sample
1st row | 2022-01 |
---|---|
2nd row | 2022-01 |
3rd row | 2014-12 |
4th row | 2014-12 |
5th row | 2014-12 |
Common Values
Value | Count | Frequency (%) |
2014-12 | 86 | |
2014-05 | 41 | |
2022-07 | 34 | 9.7% |
2005-06 | 26 | 7.4% |
<NA> | 23 | 6.6% |
2022-11 | 22 | 6.3% |
2021-06 | 21 | 6.0% |
2022-01 | 20 | 5.7% |
2020-08 | 13 | 3.7% |
2019-10 | 13 | 3.7% |
Other values (12) | 52 |
Length
Value | Count | Frequency (%) |
2014-12 | 86 | |
2014-05 | 41 | |
2022-07 | 34 | 9.7% |
2005-06 | 26 | 7.4% |
na | 23 | 6.6% |
2022-11 | 22 | 6.3% |
2021-06 | 21 | 6.0% |
2022-01 | 20 | 5.7% |
2020-08 | 13 | 3.7% |
2019-10 | 13 | 3.7% |
Other values (12) | 52 |
데이터기준일
Categorical
IMBALANCE
 
Distinct | 2 |
---|---|
Distinct (%) | 0.6% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 2.9 KiB |
2022-12-14 | |
---|---|
<NA> | 23 |
Length
Max length | 10 |
---|---|
Median length | 10 |
Mean length | 9.6068376 |
Min length | 4 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 2022-12-14 |
---|---|
2nd row | 2022-12-14 |
3rd row | 2022-12-14 |
4th row | 2022-12-14 |
5th row | 2022-12-14 |
Common Values
Value | Count | Frequency (%) |
2022-12-14 | 328 | |
<NA> | 23 | 6.6% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
2022-12-14 | 328 | |
na | 23 | 6.6% |
Unnamed: 11
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 351 |
---|---|
Missing (%) | 100.0% |
Memory size | 3.2 KiB |
Unnamed: 12
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 351 |
---|---|
Missing (%) | 100.0% |
Memory size | 3.2 KiB |
Unnamed: 13
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 351 |
---|---|
Missing (%) | 100.0% |
Memory size | 3.2 KiB |
Unnamed: 14
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 351 |
---|---|
Missing (%) | 100.0% |
Memory size | 3.2 KiB |
Unnamed: 15
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 351 |
---|---|
Missing (%) | 100.0% |
Memory size | 3.2 KiB |
Unnamed: 16
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 351 |
---|---|
Missing (%) | 100.0% |
Memory size | 3.2 KiB |
Unnamed: 17
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 351 |
---|---|
Missing (%) | 100.0% |
Memory size | 3.2 KiB |
Unnamed: 18
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 351 |
---|---|
Missing (%) | 100.0% |
Memory size | 3.2 KiB |
Unnamed: 19
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 351 |
---|---|
Missing (%) | 100.0% |
Memory size | 3.2 KiB |
Unnamed: 20
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 351 |
---|---|
Missing (%) | 100.0% |
Memory size | 3.2 KiB |
순번 | 정류장 아이디 | 지점명 | 방향 | 지역 | 모델 | 타입 | 버스정보안내기 설치방향 | 주소 | 설치년도 | 데이터기준일 | Unnamed: 11 | Unnamed: 12 | Unnamed: 13 | Unnamed: 14 | Unnamed: 15 | Unnamed: 16 | Unnamed: 17 | Unnamed: 18 | Unnamed: 19 | Unnamed: 20 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 1 | 381247005 | 경상국립대가좌정문 | 진주성 | 가좌동 | <NA> | 4단10열 S | 정방향 | 경남 진주시 진주대로 518 | 2022-01 | 2022-12-14 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
1 | 2 | 381247008 | 경상국립대가좌후문 | 진주성 | 가좌동 | <NA> | 4단10열 S | 정방향 | 경남 진주시 진주대로 548 | 2022-01 | 2022-12-14 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
2 | 3 | 381247009 | 개양오거리 | 진주성 | 가좌동 | CNR-L500 | LCD 단면형 | 정방향 | 경남 진주시 진주대로 572 | 2014-12 | 2022-12-14 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
3 | 4 | 381236004 | 선학사거리/제일여고 | 공단광장 | 하대동 | CNR-L500 | LCD 단면형 | 정방향 | 경남 진주시 대신로 357 | 2014-12 | 2022-12-14 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
4 | 5 | 381247013 | 가좌주공아파트 | 진주성 | 가좌동 | CNR-L500 | LCD 단면형 | 정방향 | 경남 진주시 가좌동 652-15 | 2014-12 | 2022-12-14 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
5 | 6 | 381235011 | 공단광장 | KT동진주지점 | 상대동 | CNR-L500 | LCD 단면형 | 정방향 | 경남 진주시 동진로 220 | 2014-12 | 2022-12-14 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
6 | 7 | 381235012 | 공단광장 | 상대한보아파트 | 상대동 | CNR-L500 | LCD 단면형 | 정방향 | 경남 진주시 동진로 231-1 | 2014-12 | 2022-12-14 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
7 | 8 | 381235010 | 상대한보아파트 | 자유시장 | 상대동 | CNR-L500 | LCD 단면형 | 정방향 | 경남 진주시 동진로 209-2 | 2014-12 | 2022-12-14 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
8 | 9 | 381235007 | 자유시장 | 진주시청 | 상대동 | CNR-L500 | LCD 단면형 | 정방향 | 경남 진주시 동진로 177 | 2014-12 | 2022-12-14 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
9 | 10 | 381235008 | 자유시장 | 공단광장 | 상대동 | CNR-L500 | 스마트정류장 | 역방향 | 경남 진주시 동진로 184-1 | 2022-01 | 2022-12-14 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
순번 | 정류장 아이디 | 지점명 | 방향 | 지역 | 모델 | 타입 | 버스정보안내기 설치방향 | 주소 | 설치년도 | 데이터기준일 | Unnamed: 11 | Unnamed: 12 | Unnamed: 13 | Unnamed: 14 | Unnamed: 15 | Unnamed: 16 | Unnamed: 17 | Unnamed: 18 | Unnamed: 19 | Unnamed: 20 | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
341 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
342 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
343 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
344 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
345 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
346 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
347 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
348 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
349 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
350 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
Most frequently occurring
순번 | 정류장 아이디 | 지점명 | 방향 | 지역 | 모델 | 타입 | 버스정보안내기 설치방향 | 주소 | 설치년도 | 데이터기준일 | # duplicates | |
---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 23 |