Overview

Dataset statistics

Number of variables6
Number of observations1962
Missing cells0
Missing cells (%)0.0%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory99.8 KiB
Average record size in memory52.1 B

Variable types

Numeric4
Text1
DateTime1

Dataset

Description경상남도 진주시 버스정류장 현황(정류소ID, 정류소명, 위도, 경도)을 CSV 형식으로 제공합니다. 총 1911건의 데이터를 제공합니다.
Author경상남도 진주시
URLhttps://www.data.go.kr/data/15088238/fileData.do

Alerts

데이터기준일자 has constant value ""Constant
순번 has unique valuesUnique
정류소아이디 has unique valuesUnique
경도 has unique valuesUnique
위도 has unique valuesUnique

Reproduction

Analysis started2023-12-12 09:33:12.062126
Analysis finished2023-12-12 09:33:15.524927
Duration3.46 seconds
Software versionydata-profiling vv4.5.1
Download configurationconfig.json

Variables

순번
Real number (ℝ)

UNIQUE 

Distinct1962
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean981.5
Minimum1
Maximum1962
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size17.4 KiB
2023-12-12T18:33:15.615298image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1
5-th percentile99.05
Q1491.25
median981.5
Q31471.75
95-th percentile1863.95
Maximum1962
Range1961
Interquartile range (IQR)980.5

Descriptive statistics

Standard deviation566.52493
Coefficient of variation (CV)0.57720319
Kurtosis-1.2
Mean981.5
Median Absolute Deviation (MAD)490.5
Skewness0
Sum1925703
Variance320950.5
MonotonicityStrictly increasing
2023-12-12T18:33:15.795229image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1 1
 
0.1%
1319 1
 
0.1%
1317 1
 
0.1%
1316 1
 
0.1%
1315 1
 
0.1%
1314 1
 
0.1%
1313 1
 
0.1%
1312 1
 
0.1%
1311 1
 
0.1%
1310 1
 
0.1%
Other values (1952) 1952
99.5%
ValueCountFrequency (%)
1 1
0.1%
2 1
0.1%
3 1
0.1%
4 1
0.1%
5 1
0.1%
6 1
0.1%
7 1
0.1%
8 1
0.1%
9 1
0.1%
10 1
0.1%
ValueCountFrequency (%)
1962 1
0.1%
1961 1
0.1%
1960 1
0.1%
1959 1
0.1%
1958 1
0.1%
1957 1
0.1%
1956 1
0.1%
1955 1
0.1%
1954 1
0.1%
1953 1
0.1%

정류소아이디
Real number (ℝ)

UNIQUE 

Distinct1962
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean16690.45
Minimum1003
Maximum49046
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size17.4 KiB
2023-12-12T18:33:15.929271image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum1003
5-th percentile1108.05
Q16025.25
median12086.5
Q324001.75
95-th percentile46579.3
Maximum49046
Range48043
Interquartile range (IQR)17976.5

Descriptive statistics

Standard deviation14485.581
Coefficient of variation (CV)0.86789634
Kurtosis-0.39575557
Mean16690.45
Median Absolute Deviation (MAD)7040
Skewness0.97428339
Sum32746663
Variance2.0983204 × 108
MonotonicityNot monotonic
2023-12-12T18:33:16.059416image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
41013 1
 
0.1%
6049 1
 
0.1%
6051 1
 
0.1%
16035 1
 
0.1%
6017 1
 
0.1%
16039 1
 
0.1%
16038 1
 
0.1%
16067 1
 
0.1%
16066 1
 
0.1%
1331 1
 
0.1%
Other values (1952) 1952
99.5%
ValueCountFrequency (%)
1003 1
0.1%
1004 1
0.1%
1005 1
0.1%
1006 1
0.1%
1007 1
0.1%
1008 1
0.1%
1009 1
0.1%
1010 1
0.1%
1011 1
0.1%
1012 1
0.1%
ValueCountFrequency (%)
49046 1
0.1%
49045 1
0.1%
49044 1
0.1%
49043 1
0.1%
49042 1
0.1%
49041 1
0.1%
49040 1
0.1%
49039 1
0.1%
49038 1
0.1%
49037 1
0.1%

정류소명
Text

Distinct1006
Distinct (%)51.3%
Missing0
Missing (%)0.0%
Memory size15.5 KiB
2023-12-12T18:33:16.345743image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Length

Max length15
Median length13
Mean length4.7553517
Min length2

Characters and Unicode

Total characters9330
Distinct characters374
Distinct categories7 ?
Distinct scripts3 ?
Distinct blocks2 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique149 ?
Unique (%)7.6%

Sample

1st row10호광장/GS마켓
2nd row10호광장/들말한보아파트
3rd row10호광장/한보하이타운아파트
4th rowKBS
5th rowKBS
ValueCountFrequency (%)
신촌 8
 
0.4%
상촌 8
 
0.4%
중촌 8
 
0.4%
덕곡 6
 
0.3%
신기 6
 
0.3%
오동 6
 
0.3%
원동 6
 
0.3%
하촌 5
 
0.3%
점촌 4
 
0.2%
신안흥한아파트 4
 
0.2%
Other values (997) 1903
96.9%
2023-12-12T18:33:16.772354image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Most occurring characters

ValueCountFrequency (%)
동 235
 
2.5%
교 214
 
2.3%
대 181
 
1.9%
구 171
 
1.8%
학 168
 
1.8%
지 165
 
1.8%
관 159
 
1.7%
주 157
 
1.7%
사 155
 
1.7%
리 152
 
1.6%
Other values (364) 7573
81.2%

Most occurring categories

ValueCountFrequency (%)
Other Letter 8911
95.5%
Other Punctuation 171
 
1.8%
Decimal Number 160
 
1.7%
Uppercase Letter 66
 
0.7%
Open Punctuation 10
 
0.1%
Close Punctuation 10
 
0.1%
Space Separator 2
 
< 0.1%

Most frequent character per category

Other Letter
ValueCountFrequency (%)
동 235
 
2.6%
교 214
 
2.4%
대 181
 
2.0%
구 171
 
1.9%
학 168
 
1.9%
지 165
 
1.9%
관 159
 
1.8%
주 157
 
1.8%
사 155
 
1.7%
리 152
 
1.7%
Other values (341) 7154
80.3%
Uppercase Letter
ValueCountFrequency (%)
L 20
30.3%
H 20
30.3%
C 6
 
9.1%
K 4
 
6.1%
B 4
 
6.1%
I 4
 
6.1%
S 3
 
4.5%
M 2
 
3.0%
T 2
 
3.0%
G 1
 
1.5%
Decimal Number
ValueCountFrequency (%)
1 94
58.8%
2 25
 
15.6%
3 13
 
8.1%
5 8
 
5.0%
0 7
 
4.4%
9 6
 
3.8%
4 5
 
3.1%
8 2
 
1.2%
Other Punctuation
ValueCountFrequency (%)
/ 141
82.5%
. 30
 
17.5%
Open Punctuation
ValueCountFrequency (%)
( 10
100.0%
Close Punctuation
ValueCountFrequency (%)
) 10
100.0%
Space Separator
ValueCountFrequency (%)
2
100.0%

Most occurring scripts

ValueCountFrequency (%)
Hangul 8911
95.5%
Common 353
 
3.8%
Latin 66
 
0.7%

Most frequent character per script

Hangul
ValueCountFrequency (%)
동 235
 
2.6%
교 214
 
2.4%
대 181
 
2.0%
구 171
 
1.9%
학 168
 
1.9%
지 165
 
1.9%
관 159
 
1.8%
주 157
 
1.8%
사 155
 
1.7%
리 152
 
1.7%
Other values (341) 7154
80.3%
Common
ValueCountFrequency (%)
/ 141
39.9%
1 94
26.6%
. 30
 
8.5%
2 25
 
7.1%
3 13
 
3.7%
( 10
 
2.8%
) 10
 
2.8%
5 8
 
2.3%
0 7
 
2.0%
9 6
 
1.7%
Other values (3) 9
 
2.5%
Latin
ValueCountFrequency (%)
L 20
30.3%
H 20
30.3%
C 6
 
9.1%
K 4
 
6.1%
B 4
 
6.1%
I 4
 
6.1%
S 3
 
4.5%
M 2
 
3.0%
T 2
 
3.0%
G 1
 
1.5%

Most occurring blocks

ValueCountFrequency (%)
Hangul 8911
95.5%
ASCII 419
 
4.5%

Most frequent character per block

Hangul
ValueCountFrequency (%)
동 235
 
2.6%
교 214
 
2.4%
대 181
 
2.0%
구 171
 
1.9%
학 168
 
1.9%
지 165
 
1.9%
관 159
 
1.8%
주 157
 
1.8%
사 155
 
1.7%
리 152
 
1.7%
Other values (341) 7154
80.3%
ASCII
ValueCountFrequency (%)
/ 141
33.7%
1 94
22.4%
. 30
 
7.2%
2 25
 
6.0%
L 20
 
4.8%
H 20
 
4.8%
3 13
 
3.1%
( 10
 
2.4%
) 10
 
2.4%
5 8
 
1.9%
Other values (13) 48
 
11.5%

경도
Real number (ℝ)

UNIQUE 

Distinct1962
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean128.11897
Minimum127.89434
Maximum128.35288
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size17.4 KiB
2023-12-12T18:33:16.939394image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum127.89434
5-th percentile127.95841
Q1128.06607
median128.11037
Q3128.16662
95-th percentile128.28216
Maximum128.35288
Range0.4585466
Interquartile range (IQR)0.1005595

Descriptive statistics

Standard deviation0.091365028
Coefficient of variation (CV)0.00071312644
Kurtosis0.054158315
Mean128.11897
Median Absolute Deviation (MAD)0.0485942
Skewness0.17754377
Sum251369.43
Variance0.0083475684
MonotonicityNot monotonic
2023-12-12T18:33:17.084076image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
128.0608107 1
 
0.1%
128.2911585 1
 
0.1%
128.261164 1
 
0.1%
127.9538194 1
 
0.1%
128.2612433 1
 
0.1%
127.9520706 1
 
0.1%
127.9521217 1
 
0.1%
127.8948479 1
 
0.1%
127.8947843 1
 
0.1%
128.0872724 1
 
0.1%
Other values (1952) 1952
99.5%
ValueCountFrequency (%)
127.8943379 1
0.1%
127.8944558 1
0.1%
127.8947675 1
0.1%
127.8947843 1
0.1%
127.894846 1
0.1%
127.8948479 1
0.1%
127.8949366 1
0.1%
127.8950195 1
0.1%
127.895143 1
0.1%
127.8952298 1
0.1%
ValueCountFrequency (%)
128.3528845 1
0.1%
128.3528806 1
0.1%
128.3528333 1
0.1%
128.3474137 1
0.1%
128.3458639 1
0.1%
128.3445512 1
0.1%
128.3445362 1
0.1%
128.3430511 1
0.1%
128.3424362 1
0.1%
128.3423526 1
0.1%

위도
Real number (ℝ)

UNIQUE 

Distinct1962
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean35.192011
Minimum34.939093
Maximum35.341271
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size17.4 KiB
2023-12-12T18:33:17.250153image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Quantile statistics

Minimum34.939093
5-th percentile35.115483
Q135.162397
median35.187841
Q335.225638
95-th percentile35.287213
Maximum35.341271
Range0.40217841
Interquartile range (IQR)0.06324056

Descriptive statistics

Standard deviation0.055237614
Coefficient of variation (CV)0.0015696066
Kurtosis1.7970244
Mean35.192011
Median Absolute Deviation (MAD)0.03033644
Skewness-0.27119835
Sum69046.725
Variance0.003051194
MonotonicityNot monotonic
2023-12-12T18:33:17.428733image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
35.17222494 1
 
0.1%
35.14001855 1
 
0.1%
35.17347249 1
 
0.1%
35.16748151 1
 
0.1%
35.17344914 1
 
0.1%
35.17141374 1
 
0.1%
35.17132546 1
 
0.1%
35.21664547 1
 
0.1%
35.21663321 1
 
0.1%
35.1064594 1
 
0.1%
Other values (1952) 1952
99.5%
ValueCountFrequency (%)
34.93909251 1
0.1%
34.93951701 1
0.1%
34.94047685 1
0.1%
34.94332194 1
0.1%
34.95221673 1
0.1%
34.9528683 1
0.1%
34.96876291 1
0.1%
34.9695366 1
0.1%
34.97830575 1
0.1%
34.97838777 1
0.1%
ValueCountFrequency (%)
35.34127092 1
0.1%
35.34120059 1
0.1%
35.34074569 1
0.1%
35.34066451 1
0.1%
35.33977846 1
0.1%
35.33971804 1
0.1%
35.33429834 1
0.1%
35.33427008 1
0.1%
35.33406225 1
0.1%
35.33405208 1
0.1%

데이터기준일자
Date

CONSTANT 

Distinct1
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size15.5 KiB
Minimum2022-07-25 00:00:00
Maximum2022-07-25 00:00:00
2023-12-12T18:33:17.591261image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:33:17.754745image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Histogram with fixed size bins (bins=1)

Interactions

2023-12-12T18:33:14.349766image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:33:12.487680image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:33:13.222335image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:33:13.752375image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:33:14.536446image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:33:12.683362image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:33:13.353681image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:33:13.896816image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:33:14.664083image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:33:12.863922image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:33:13.485359image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:33:14.018733image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:33:15.164190image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:33:13.037374image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:33:13.611959image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
2023-12-12T18:33:14.160006image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/

Correlations

2023-12-12T18:33:17.849828image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
순번정류소아이디경도위도
순번1.0000.3850.3260.329
정류소아이디0.3851.0000.8650.784
경도0.3260.8651.0000.549
위도0.3290.7840.5491.000
2023-12-12T18:33:17.970857image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
순번정류소아이디경도위도
순번1.0000.063-0.0600.051
정류소아이디0.0631.000-0.4160.326
경도-0.060-0.4161.000-0.058
위도0.0510.326-0.0581.000

Missing values

2023-12-12T18:33:15.349894image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
A simple visualization of nullity by column.
2023-12-12T18:33:15.471941image/svg+xmlMatplotlib v3.7.2, https://matplotlib.org/
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

순번정류소아이디정류소명경도위도데이터기준일자
014101310호광장/GS마켓128.06081135.1722252022-07-25
124101010호광장/들말한보아파트128.0607335.1736362022-07-25
234100910호광장/한보하이타운아파트128.05948635.1724982022-07-25
3442022KBS128.07065935.1864132022-07-25
4542021KBS128.07024635.1854812022-07-25
5635033KT동진주지점128.1171335.1830792022-07-25
6735032KT동진주지점128.11747235.181992022-07-25
7849007LH10단지128.14415835.1689632022-07-25
8949008LH10단지128.14384135.1688692022-07-25
91049022LH3/LH5단지128.15301835.1792152022-07-25
순번정류소아이디정류소명경도위도데이터기준일자
1952195316083효동127.94008735.1914492022-07-25
1953195416084효동127.93999735.1914652022-07-25
1954195541008휴먼시아3단지/평거주공1단지128.05827735.1710622022-07-25
1955195641007휴먼시아3단지/평거주공1단지128.05775235.17042022-07-25
1956195741006휴먼시아4단지/평거주공2단지128.05524435.1691232022-07-25
1957195841005휴먼시아4단지/평거주공2단지128.05557335.1690762022-07-25
1958195941014희망교/평거탑마트128.06175235.1716172022-07-25
1959196041015희망교/평거탑마트128.06217535.1708072022-07-25
1960196139033힐스테이트초전128.10624235.2122462022-07-25
1961196239032힐스테이트초전128.10637935.2121642022-07-25