Dataset statistics
Number of variables | 11 |
---|---|
Number of observations | 3331 |
Missing cells | 3 |
Missing cells (%) | < 0.1% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 302.6 KiB |
Average record size in memory | 93.0 B |
Variable types
Numeric | 5 |
---|---|
Text | 4 |
Categorical | 2 |
Dataset
Description | 대구광역시_시내버스 정류소 위치정보_20230731 |
---|---|
Author | 대구광역시 |
URL | http://data.daegu.go.kr/open/data/dataView.do?dataSetId=15050946&dataSetDetailId=150509461ad0b25037deb&provdMethod=FILE |
시도 has constant value "" | Constant |
정류소아이디 is highly overall correlated with 경도 and 1 other fields | High correlation |
경도 is highly overall correlated with 정류소아이디 and 1 other fields | High correlation |
위도 is highly overall correlated with 정류소아이디 | High correlation |
구군 is highly overall correlated with 경도 | High correlation |
정류소아이디 is highly skewed (γ1 = -37.621729) | Skewed |
정류소아이디 has unique values | Unique |
모바일아이디 has unique values | Unique |
정류소명 has unique values | Unique |
Reproduction
Analysis started | 2024-04-20 19:57:44.180499 |
---|---|
Analysis finished | 2024-04-20 19:57:52.718362 |
Duration | 8.54 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
정류소아이디
Real number (ℝ)
HIGH CORRELATION
  SKEWED
  UNIQUE
 
Distinct | 3331 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 7.0454101 × 109 |
Minimum | 1.5700004 × 109 |
---|---|
Maximum | 7.1810748 × 109 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 29.4 KiB |
Quantile statistics
Minimum | 1.5700004 × 109 |
---|---|
5-th percentile | 7.0110046 × 109 |
Q1 | 7.0210128 × 109 |
median | 7.0410184 × 109 |
Q3 | 7.0610298 × 109 |
95-th percentile | 7.1110686 × 109 |
Maximum | 7.1810748 × 109 |
Range | 5.6110744 × 109 |
Interquartile range (IQR) | 40016900 |
Descriptive statistics
Standard deviation | 1.1724026 × 108 |
---|---|
Coefficient of variation (CV) | 0.016640659 |
Kurtosis | 1630.0556 |
Mean | 7.0454101 × 109 |
Median Absolute Deviation (MAD) | 20008400 |
Skewness | -37.621729 |
Sum | 2.3468261 × 1013 |
Variance | 1.3745279 × 1016 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
7051001500 | 1 | < 0.1% |
7021057300 | 1 | < 0.1% |
7021064900 | 1 | < 0.1% |
7021065000 | 1 | < 0.1% |
7021065100 | 1 | < 0.1% |
7021065200 | 1 | < 0.1% |
7021065300 | 1 | < 0.1% |
7021008600 | 1 | < 0.1% |
7021008700 | 1 | < 0.1% |
7021008800 | 1 | < 0.1% |
Other values (3321) | 3321 |
Value | Count | Frequency (%) |
1570000400 | 1 | |
3690000760 | 1 | |
7001000100 | 1 | |
7001000200 | 1 | |
7001000300 | 1 | |
7001000400 | 1 | |
7001000500 | 1 | |
7001000600 | 1 | |
7001000700 | 1 | |
7001000800 | 1 |
Value | Count | Frequency (%) |
7181074801 | 1 | |
7181074800 | 1 | |
7121000400 | 1 | |
7111085300 | 1 | |
7111085200 | 1 | |
7111085100 | 1 | |
7111085000 | 1 | |
7111084901 | 1 | |
7111084900 | 1 | |
7111084700 | 1 |
모바일아이디
Real number (ℝ)
UNIQUE
 
Distinct | 3331 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 10484.935 |
Minimum | 2 |
---|---|
Maximum | 22027 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 29.4 KiB |
Quantile statistics
Minimum | 2 |
---|---|
5-th percentile | 427 |
Q1 | 1826.5 |
median | 5059 |
Q3 | 20646.5 |
95-th percentile | 21744.5 |
Maximum | 22027 |
Range | 22025 |
Interquartile range (IQR) | 18820 |
Descriptive statistics
Standard deviation | 9132.5626 |
---|---|
Coefficient of variation (CV) | 0.87101761 |
Kurtosis | -1.8586362 |
Mean | 10484.935 |
Median Absolute Deviation (MAD) | 4455 |
Skewness | 0.20345637 |
Sum | 34925317 |
Variance | 83403700 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2354 | 1 | < 0.1% |
20904 | 1 | < 0.1% |
22015 | 1 | < 0.1% |
22017 | 1 | < 0.1% |
22018 | 1 | < 0.1% |
22019 | 1 | < 0.1% |
22020 | 1 | < 0.1% |
21839 | 1 | < 0.1% |
21840 | 1 | < 0.1% |
2136 | 1 | < 0.1% |
Other values (3321) | 3321 |
Value | Count | Frequency (%) |
2 | 1 | |
5 | 1 | |
6 | 1 | |
8 | 1 | |
15 | 1 | |
22 | 1 | |
25 | 1 | |
28 | 1 | |
29 | 1 | |
34 | 1 |
Value | Count | Frequency (%) |
22027 | 1 | |
22026 | 1 | |
22025 | 1 | |
22024 | 1 | |
22023 | 1 | |
22022 | 1 | |
22021 | 1 | |
22020 | 1 | |
22019 | 1 | |
22018 | 1 |
정류소명
Text
UNIQUE
 
Distinct | 3331 |
---|---|
Distinct (%) | 100.0% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 26.1 KiB |
Length
Max length | 25 |
---|---|
Median length | 18 |
Mean length | 7.5944161 |
Min length | 2 |
Characters and Unicode
Total characters | 25297 |
---|---|
Distinct characters | 490 |
Distinct categories | 10 ? |
Distinct scripts | 3 ? |
Distinct blocks | 3 ? |
Unique
Unique | 3331 ? |
---|---|
Unique (%) | 100.0% |
Sample
1st row | 대구공공시설관리공단앞 |
---|---|
2nd row | 대명역(1번출구) |
3rd row | 대명초등학교건너 |
4th row | KT남대구지사건너1 |
5th row | 안지랑네거리2 |
Value | Count | Frequency (%) |
건너 | 3 | 0.1% |
계명대학교 | 2 | 0.1% |
흥사단 | 2 | 0.1% |
묘1리 | 2 | 0.1% |
칠곡ic | 2 | 0.1% |
죽전동 | 2 | 0.1% |
국민건강보험공단 | 2 | 0.1% |
북구 | 2 | 0.1% |
경북대학교 | 2 | 0.1% |
팔달시장앞 | 1 | < 0.1% |
Other values (3333) | 3333 |
Most occurring characters
Value | Count | Frequency (%) |
앞 | 1129 | 4.5% |
건 | 1101 | 4.4% |
너 | 1071 | 4.2% |
구 | 645 | 2.5% |
교 | 603 | 2.4% |
대 | 599 | 2.4% |
리 | 532 | 2.1% |
동 | 495 | 2.0% |
1 | 493 | 1.9% |
2 | 464 | 1.8% |
Other values (480) | 18165 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 23213 | |
Decimal Number | 1219 | 4.8% |
Close Punctuation | 318 | 1.3% |
Open Punctuation | 316 | 1.2% |
Uppercase Letter | 168 | 0.7% |
Space Separator | 22 | 0.1% |
Other Punctuation | 20 | 0.1% |
Dash Punctuation | 11 | < 0.1% |
Lowercase Letter | 8 | < 0.1% |
Other Symbol | 2 | < 0.1% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
앞 | 1129 | 4.9% |
건 | 1101 | 4.7% |
너 | 1071 | 4.6% |
구 | 645 | 2.8% |
교 | 603 | 2.6% |
대 | 599 | 2.6% |
리 | 532 | 2.3% |
동 | 495 | 2.1% |
학 | 448 | 1.9% |
성 | 415 | 1.8% |
Other values (445) | 16175 |
Uppercase Letter
Value | Count | Frequency (%) |
T | 26 | |
L | 19 | |
K | 19 | |
H | 17 | |
G | 12 | |
C | 12 | |
P | 10 | 6.0% |
B | 9 | 5.4% |
I | 9 | 5.4% |
S | 9 | 5.4% |
Other values (6) | 26 |
Decimal Number
Value | Count | Frequency (%) |
1 | 493 | |
2 | 464 | |
3 | 106 | 8.7% |
4 | 60 | 4.9% |
5 | 30 | 2.5% |
9 | 19 | 1.6% |
6 | 17 | 1.4% |
8 | 12 | 1.0% |
7 | 10 | 0.8% |
0 | 8 | 0.7% |
Other Punctuation
Value | Count | Frequency (%) |
. | 14 | |
· | 4 | 20.0% |
/ | 2 | 10.0% |
Close Punctuation
Value | Count | Frequency (%) |
) | 318 |
Open Punctuation
Value | Count | Frequency (%) |
( | 316 |
Space Separator
Value | Count | Frequency (%) |
22 |
Dash Punctuation
Value | Count | Frequency (%) |
- | 11 |
Lowercase Letter
Value | Count | Frequency (%) |
e | 8 |
Other Symbol
Value | Count | Frequency (%) |
㈜ | 2 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 23215 | |
Common | 1906 | 7.5% |
Latin | 176 | 0.7% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
앞 | 1129 | 4.9% |
건 | 1101 | 4.7% |
너 | 1071 | 4.6% |
구 | 645 | 2.8% |
교 | 603 | 2.6% |
대 | 599 | 2.6% |
리 | 532 | 2.3% |
동 | 495 | 2.1% |
학 | 448 | 1.9% |
성 | 415 | 1.8% |
Other values (446) | 16177 |
Common
Value | Count | Frequency (%) |
1 | 493 | |
2 | 464 | |
) | 318 | |
( | 316 | |
3 | 106 | 5.6% |
4 | 60 | 3.1% |
5 | 30 | 1.6% |
22 | 1.2% | |
9 | 19 | 1.0% |
6 | 17 | 0.9% |
Other values (7) | 61 | 3.2% |
Latin
Value | Count | Frequency (%) |
T | 26 | |
L | 19 | |
K | 19 | |
H | 17 | |
G | 12 | 6.8% |
C | 12 | 6.8% |
P | 10 | 5.7% |
B | 9 | 5.1% |
I | 9 | 5.1% |
S | 9 | 5.1% |
Other values (7) | 34 |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 23213 | |
ASCII | 2078 | 8.2% |
None | 6 | < 0.1% |
Most frequent character per block
Hangul
Value | Count | Frequency (%) |
앞 | 1129 | 4.9% |
건 | 1101 | 4.7% |
너 | 1071 | 4.6% |
구 | 645 | 2.8% |
교 | 603 | 2.6% |
대 | 599 | 2.6% |
리 | 532 | 2.3% |
동 | 495 | 2.1% |
학 | 448 | 1.9% |
성 | 415 | 1.8% |
Other values (445) | 16175 |
ASCII
Value | Count | Frequency (%) |
1 | 493 | |
2 | 464 | |
) | 318 | |
( | 316 | |
3 | 106 | 5.1% |
4 | 60 | 2.9% |
5 | 30 | 1.4% |
T | 26 | 1.3% |
22 | 1.1% | |
L | 19 | 0.9% |
Other values (23) | 224 |
None
Value | Count | Frequency (%) |
· | 4 | |
㈜ | 2 |
영문명
Text
Distinct | 1881 |
---|---|
Distinct (%) | 56.5% |
Missing | 1 |
Missing (%) | < 0.1% |
Memory size | 26.1 KiB |
Length
Max length | 50 |
---|---|
Median length | 38 |
Mean length | 20.722222 |
Min length | 3 |
Characters and Unicode
Total characters | 69005 |
---|---|
Distinct characters | 70 |
Distinct categories | 8 ? |
Distinct scripts | 2 ? |
Distinct blocks | 2 ? |
Unique
Unique | 663 ? |
---|---|
Unique (%) | 19.9% |
Sample
1st row | Daegu Public Facilities Corporation |
---|---|
2nd row | Daemyeong Station |
3rd row | Daemyeong Elementary School |
4th row | KT Namdaegu District Office |
5th row | Anjirang (4) Junction |
Value | Count | Frequency (%) |
school | 376 | 4.0% |
apts | 279 | 3.0% |
center | 241 | 2.6% |
station | 223 | 2.4% |
elementary | 187 | 2.0% |
daegu | 186 | 2.0% |
junction | 159 | 1.7% |
town | 156 | 1.7% |
market | 125 | 1.3% |
high | 115 | 1.2% |
Other values (1579) | 7351 |
Most occurring characters
Value | Count | Frequency (%) |
6102 | 8.8% | |
n | 6030 | 8.7% |
o | 5824 | 8.4% |
e | 5711 | 8.3% |
a | 4804 | 7.0% |
g | 3432 | 5.0% |
i | 3326 | 4.8% |
t | 2888 | 4.2% |
r | 2466 | 3.6% |
l | 2395 | 3.5% |
Other values (60) | 26027 |
Most occurring categories
Value | Count | Frequency (%) |
Lowercase Letter | 51772 | |
Uppercase Letter | 9217 | 13.4% |
Space Separator | 6102 | 8.8% |
Dash Punctuation | 692 | 1.0% |
Decimal Number | 625 | 0.9% |
Close Punctuation | 255 | 0.4% |
Open Punctuation | 255 | 0.4% |
Other Punctuation | 87 | 0.1% |
Most frequent character per category
Lowercase Letter
Value | Count | Frequency (%) |
n | 6030 | |
o | 5824 | |
e | 5711 | |
a | 4804 | 9.3% |
g | 3432 | 6.6% |
i | 3326 | 6.4% |
t | 2888 | 5.6% |
r | 2466 | 4.8% |
l | 2395 | 4.6% |
u | 2322 | 4.5% |
Other values (16) | 12574 |
Uppercase Letter
Value | Count | Frequency (%) |
S | 1516 | |
C | 926 | 10.0% |
D | 853 | 9.3% |
M | 651 | 7.1% |
H | 587 | 6.4% |
A | 512 | 5.6% |
B | 492 | 5.3% |
G | 443 | 4.8% |
P | 402 | 4.4% |
J | 388 | 4.2% |
Other values (15) | 2447 |
Decimal Number
Value | Count | Frequency (%) |
1 | 182 | |
2 | 142 | |
4 | 129 | |
3 | 88 | |
5 | 30 | 4.8% |
9 | 19 | 3.0% |
6 | 14 | 2.2% |
8 | 8 | 1.3% |
7 | 7 | 1.1% |
0 | 6 | 1.0% |
Other Punctuation
Value | Count | Frequency (%) |
' | 50 | |
. | 27 | |
& | 5 | 5.7% |
· | 4 | 4.6% |
/ | 1 | 1.1% |
Space Separator
Value | Count | Frequency (%) |
6102 |
Dash Punctuation
Value | Count | Frequency (%) |
- | 692 |
Close Punctuation
Value | Count | Frequency (%) |
) | 255 |
Open Punctuation
Value | Count | Frequency (%) |
( | 255 |
Most occurring scripts
Value | Count | Frequency (%) |
Latin | 60989 | |
Common | 8016 | 11.6% |
Most frequent character per script
Latin
Value | Count | Frequency (%) |
n | 6030 | 9.9% |
o | 5824 | 9.5% |
e | 5711 | 9.4% |
a | 4804 | 7.9% |
g | 3432 | 5.6% |
i | 3326 | 5.5% |
t | 2888 | 4.7% |
r | 2466 | 4.0% |
l | 2395 | 3.9% |
u | 2322 | 3.8% |
Other values (41) | 21791 |
Common
Value | Count | Frequency (%) |
6102 | ||
- | 692 | 8.6% |
) | 255 | 3.2% |
( | 255 | 3.2% |
1 | 182 | 2.3% |
2 | 142 | 1.8% |
4 | 129 | 1.6% |
3 | 88 | 1.1% |
' | 50 | 0.6% |
5 | 30 | 0.4% |
Other values (9) | 91 | 1.1% |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 69001 | |
None | 4 | < 0.1% |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
6102 | 8.8% | |
n | 6030 | 8.7% |
o | 5824 | 8.4% |
e | 5711 | 8.3% |
a | 4804 | 7.0% |
g | 3432 | 5.0% |
i | 3326 | 4.8% |
t | 2888 | 4.2% |
r | 2466 | 3.6% |
l | 2395 | 3.5% |
Other values (59) | 26023 |
None
Value | Count | Frequency (%) |
· | 4 |
시도
Categorical
CONSTANT
 
Distinct | 1 |
---|---|
Distinct (%) | < 0.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 26.1 KiB |
대구광역시 |
---|
Length
Max length | 5 |
---|---|
Median length | 5 |
Mean length | 5 |
Min length | 5 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 대구광역시 |
---|---|
2nd row | 대구광역시 |
3rd row | 대구광역시 |
4th row | 대구광역시 |
5th row | 대구광역시 |
Common Values
Value | Count | Frequency (%) |
대구광역시 | 3331 |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
대구광역시 | 3331 |
구군
Categorical
HIGH CORRELATION
 
Distinct | 8 |
---|---|
Distinct (%) | 0.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 26.1 KiB |
달성군 | |
---|---|
북구 | |
동구 | |
달서구 | |
수성구 | |
Other values (3) |
Length
Max length | 3 |
---|---|
Median length | 3 |
Mean length | 2.5058541 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 남구 |
---|---|
2nd row | 남구 |
3rd row | 남구 |
4th row | 남구 |
5th row | 남구 |
Common Values
Value | Count | Frequency (%) |
달성군 | 706 | |
북구 | 592 | |
동구 | 583 | |
달서구 | 564 | |
수성구 | 415 | |
서구 | 189 | 5.7% |
남구 | 164 | 4.9% |
중구 | 118 | 3.5% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
달성군 | 706 | |
북구 | 592 | |
동구 | 583 | |
달서구 | 564 | |
수성구 | 415 | |
서구 | 189 | 5.7% |
남구 | 164 | 4.9% |
중구 | 118 | 3.5% |
동
Text
Distinct | 141 |
---|---|
Distinct (%) | 4.2% |
Missing | 2 |
Missing (%) | 0.1% |
Memory size | 26.1 KiB |
Value | Count | Frequency (%) |
공산동 | 162 | 4.9% |
다사읍 | 108 | 3.2% |
가창면 | 104 | 3.1% |
논공읍 | 85 | 2.6% |
하빈면 | 80 | 2.4% |
화원읍 | 74 | 2.2% |
구지면 | 66 | 2.0% |
유가읍 | 65 | 2.0% |
옥포읍 | 63 | 1.9% |
국우동 | 63 | 1.9% |
Other values (131) | 2459 |
Most occurring characters
Value | Count | Frequency (%) |
동 | 2689 | |
산 | 544 | 4.6% |
2 | 541 | 4.6% |
읍 | 489 | 4.2% |
1 | 473 | 4.0% |
면 | 250 | 2.1% |
3 | 248 | 2.1% |
공 | 247 | 2.1% |
성 | 244 | 2.1% |
신 | 213 | 1.8% |
Other values (90) | 5798 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 10166 | |
Decimal Number | 1490 | 12.7% |
Other Punctuation | 80 | 0.7% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
동 | 2689 | |
산 | 544 | 5.4% |
읍 | 489 | 4.8% |
면 | 250 | 2.5% |
공 | 247 | 2.4% |
성 | 244 | 2.4% |
신 | 213 | 2.1% |
가 | 205 | 2.0% |
안 | 159 | 1.6% |
천 | 145 | 1.4% |
Other values (80) | 4981 |
Decimal Number
Value | Count | Frequency (%) |
2 | 541 | |
1 | 473 | |
3 | 248 | |
4 | 128 | 8.6% |
9 | 26 | 1.7% |
6 | 26 | 1.7% |
5 | 24 | 1.6% |
7 | 15 | 1.0% |
0 | 9 | 0.6% |
Other Punctuation
Value | Count | Frequency (%) |
. | 80 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 10166 | |
Common | 1570 | 13.4% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
동 | 2689 | |
산 | 544 | 5.4% |
읍 | 489 | 4.8% |
면 | 250 | 2.5% |
공 | 247 | 2.4% |
성 | 244 | 2.4% |
신 | 213 | 2.1% |
가 | 205 | 2.0% |
안 | 159 | 1.6% |
천 | 145 | 1.4% |
Other values (80) | 4981 |
Common
Value | Count | Frequency (%) |
2 | 541 | |
1 | 473 | |
3 | 248 | |
4 | 128 | 8.2% |
. | 80 | 5.1% |
9 | 26 | 1.7% |
6 | 26 | 1.7% |
5 | 24 | 1.5% |
7 | 15 | 1.0% |
0 | 9 | 0.6% |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 10166 | |
ASCII | 1570 | 13.4% |
Most frequent character per block
Hangul
Value | Count | Frequency (%) |
동 | 2689 | |
산 | 544 | 5.4% |
읍 | 489 | 4.8% |
면 | 250 | 2.5% |
공 | 247 | 2.4% |
성 | 244 | 2.4% |
신 | 213 | 2.1% |
가 | 205 | 2.0% |
안 | 159 | 1.6% |
천 | 145 | 1.4% |
Other values (80) | 4981 |
ASCII
Value | Count | Frequency (%) |
2 | 541 | |
1 | 473 | |
3 | 248 | |
4 | 128 | 8.2% |
. | 80 | 5.1% |
9 | 26 | 1.7% |
6 | 26 | 1.7% |
5 | 24 | 1.5% |
7 | 15 | 1.0% |
0 | 9 | 0.6% |
경도
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 3328 |
---|---|
Distinct (%) | 99.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 128.57329 |
Minimum | 128.35817 |
---|---|
Maximum | 128.75908 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 29.4 KiB |
Quantile statistics
Minimum | 128.35817 |
---|---|
5-th percentile | 128.43662 |
Q1 | 128.52112 |
median | 128.57342 |
Q3 | 128.62705 |
95-th percentile | 128.70828 |
Maximum | 128.75908 |
Range | 0.4009149 |
Interquartile range (IQR) | 0.10592925 |
Descriptive statistics
Standard deviation | 0.079441242 |
---|---|
Coefficient of variation (CV) | 0.00061786737 |
Kurtosis | -0.52587602 |
Mean | 128.57329 |
Median Absolute Deviation (MAD) | 0.0531632 |
Skewness | -0.073748162 |
Sum | 428277.64 |
Variance | 0.0063109109 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
128.5161767 | 2 | 0.1% |
128.5569617 | 2 | 0.1% |
128.64795 | 2 | 0.1% |
128.5603346 | 1 | < 0.1% |
128.5745048 | 1 | < 0.1% |
128.5856483 | 1 | < 0.1% |
128.5859217 | 1 | < 0.1% |
128.5874633 | 1 | < 0.1% |
128.5877733 | 1 | < 0.1% |
128.5650823 | 1 | < 0.1% |
Other values (3318) | 3318 |
Value | Count | Frequency (%) |
128.3581652 | 1 | |
128.364737 | 1 | |
128.3721701 | 1 | |
128.3821042 | 1 | |
128.3920289 | 1 | |
128.3925317 | 1 | |
128.3926933 | 1 | |
128.3938983 | 1 | |
128.393925 | 1 | |
128.3950433 | 1 |
Value | Count | Frequency (%) |
128.7590801 | 1 | |
128.75718 | 1 | |
128.7536401 | 1 | |
128.7535856 | 1 | |
128.7525233 | 1 | |
128.7524879 | 1 | |
128.7524566 | 1 | |
128.7523802 | 1 | |
128.752316 | 1 | |
128.7522839 | 1 |
위도
Real number (ℝ)
HIGH CORRELATION
 
Distinct | 3329 |
---|---|
Distinct (%) | 99.9% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 35.853539 |
Minimum | 35.61726 |
---|---|
Maximum | 35.995313 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 29.4 KiB |
Quantile statistics
Minimum | 35.61726 |
---|---|
5-th percentile | 35.697004 |
Q1 | 35.830393 |
median | 35.861257 |
Q3 | 35.888157 |
95-th percentile | 35.953206 |
Maximum | 35.995313 |
Range | 0.37805325 |
Interquartile range (IQR) | 0.05776481 |
Descriptive statistics
Standard deviation | 0.06737979 |
---|---|
Coefficient of variation (CV) | 0.0018793065 |
Kurtosis | 1.6017009 |
Mean | 35.853539 |
Median Absolute Deviation (MAD) | 0.0288588 |
Skewness | -0.97599585 |
Sum | 119428.14 |
Variance | 0.0045400361 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
35.880625 | 2 | 0.1% |
35.74676 | 2 | 0.1% |
35.83840532 | 1 | < 0.1% |
35.96289667 | 1 | < 0.1% |
35.95799333 | 1 | < 0.1% |
35.95786833 | 1 | < 0.1% |
35.960545 | 1 | < 0.1% |
35.960405 | 1 | < 0.1% |
35.89112503 | 1 | < 0.1% |
35.89221487 | 1 | < 0.1% |
Other values (3319) | 3319 |
Value | Count | Frequency (%) |
35.61726 | 1 | |
35.61731167 | 1 | |
35.61764 | 1 | |
35.61774833 | 1 | |
35.618055 | 1 | |
35.61812 | 1 | |
35.62303667 | 1 | |
35.62312 | 1 | |
35.62363517 | 1 | |
35.624565 | 1 |
Value | Count | Frequency (%) |
35.99531325 | 1 | |
35.99519058 | 1 | |
35.99274333 | 1 | |
35.99271167 | 1 | |
35.99265667 | 1 | |
35.99255792 | 1 | |
35.99252983 | 1 | |
35.99241 | 1 | |
35.9912465 | 1 | |
35.99035823 | 1 |
경유노선수
Real number (ℝ)
Distinct | 16 |
---|---|
Distinct (%) | 0.5% |
Missing | 0 |
Missing (%) | 0.0% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 3.44281 |
Minimum | 1 |
---|---|
Maximum | 17 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 29.4 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 1 |
Q1 | 1 |
median | 3 |
Q3 | 5 |
95-th percentile | 9 |
Maximum | 17 |
Range | 16 |
Interquartile range (IQR) | 4 |
Descriptive statistics
Standard deviation | 2.7114403 |
---|---|
Coefficient of variation (CV) | 0.78756607 |
Kurtosis | 1.8372824 |
Mean | 3.44281 |
Median Absolute Deviation (MAD) | 2 |
Skewness | 1.4058429 |
Sum | 11468 |
Variance | 7.3519085 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1 | 1010 | |
2 | 582 | |
3 | 522 | |
4 | 316 | 9.5% |
5 | 233 | 7.0% |
6 | 217 | 6.5% |
7 | 155 | 4.7% |
8 | 86 | 2.6% |
9 | 76 | 2.3% |
10 | 44 | 1.3% |
Other values (6) | 90 | 2.7% |
Value | Count | Frequency (%) |
1 | 1010 | |
2 | 582 | |
3 | 522 | |
4 | 316 | 9.5% |
5 | 233 | 7.0% |
6 | 217 | 6.5% |
7 | 155 | 4.7% |
8 | 86 | 2.6% |
9 | 76 | 2.3% |
10 | 44 | 1.3% |
Value | Count | Frequency (%) |
17 | 1 | < 0.1% |
15 | 5 | 0.2% |
14 | 2 | 0.1% |
13 | 29 | 0.9% |
12 | 20 | 0.6% |
11 | 33 | 1.0% |
10 | 44 | 1.3% |
9 | 76 | |
8 | 86 | |
7 | 155 |
경유노선
Text
Distinct | 1201 |
---|---|
Distinct (%) | 36.1% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 26.1 KiB |
Length
Max length | 67 |
---|---|
Median length | 57 |
Mean length | 13.423597 |
Min length | 3 |
Characters and Unicode
Total characters | 44714 |
---|---|
Distinct characters | 30 |
Distinct categories | 4 ? |
Distinct scripts | 2 ? |
Distinct blocks | 2 ? |
Unique
Unique | 600 ? |
---|---|
Unique (%) | 18.0% |
Sample
1st row | 306+518+564+600+623+649+651+서구1 |
---|---|
2nd row | 306+518+564+600+623+649+651+서구1 |
3rd row | 306+518+564+600+623+649+651+서구1 |
4th row | 306+518+564+623+649+651+서구1 |
5th row | 306+410-1+518+564+623+649+651+달서4+서구1 |
Value | Count | Frequency (%) |
성서2 | 97 | 2.9% |
가창2 | 72 | 2.2% |
팔공1 | 50 | 1.5% |
성서3 | 46 | 1.4% |
달성2 | 35 | 1.1% |
101+101-1 | 29 | 0.9% |
600+655 | 26 | 0.8% |
524 | 26 | 0.8% |
성서1-1 | 25 | 0.8% |
달성7 | 24 | 0.7% |
Other values (1191) | 2901 |
Most occurring characters
Value | Count | Frequency (%) |
+ | 8137 | |
1 | 3920 | 8.8% |
0 | 3581 | 8.0% |
3 | 3391 | 7.6% |
4 | 2933 | 6.6% |
5 | 2862 | 6.4% |
2 | 2708 | 6.1% |
6 | 2475 | 5.5% |
9 | 1670 | 3.7% |
8 | 1489 | 3.3% |
Other values (20) | 11548 |
Most occurring categories
Value | Count | Frequency (%) |
Decimal Number | 26433 | |
Other Letter | 9098 | 20.3% |
Math Symbol | 8137 | 18.2% |
Dash Punctuation | 1046 | 2.3% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
성 | 1164 | |
서 | 1151 | |
구 | 1129 | |
달 | 911 | |
행 | 571 | 6.3% |
급 | 571 | 6.3% |
동 | 509 | 5.6% |
칠 | 451 | 5.0% |
곡 | 451 | 5.0% |
북 | 379 | 4.2% |
Other values (8) | 1811 |
Decimal Number
Value | Count | Frequency (%) |
1 | 3920 | |
0 | 3581 | |
3 | 3391 | |
4 | 2933 | |
5 | 2862 | |
2 | 2708 | |
6 | 2475 | |
9 | 1670 | |
8 | 1489 | 5.6% |
7 | 1404 | 5.3% |
Math Symbol
Value | Count | Frequency (%) |
+ | 8137 |
Dash Punctuation
Value | Count | Frequency (%) |
- | 1046 |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 35616 | |
Hangul | 9098 | 20.3% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
성 | 1164 | |
서 | 1151 | |
구 | 1129 | |
달 | 911 | |
행 | 571 | 6.3% |
급 | 571 | 6.3% |
동 | 509 | 5.6% |
칠 | 451 | 5.0% |
곡 | 451 | 5.0% |
북 | 379 | 4.2% |
Other values (8) | 1811 |
Common
Value | Count | Frequency (%) |
+ | 8137 | |
1 | 3920 | |
0 | 3581 | |
3 | 3391 | |
4 | 2933 | 8.2% |
5 | 2862 | 8.0% |
2 | 2708 | 7.6% |
6 | 2475 | 6.9% |
9 | 1670 | 4.7% |
8 | 1489 | 4.2% |
Other values (2) | 2450 | 6.9% |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 35616 | |
Hangul | 9098 | 20.3% |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
+ | 8137 | |
1 | 3920 | |
0 | 3581 | |
3 | 3391 | |
4 | 2933 | 8.2% |
5 | 2862 | 8.0% |
2 | 2708 | 7.6% |
6 | 2475 | 6.9% |
9 | 1670 | 4.7% |
8 | 1489 | 4.2% |
Other values (2) | 2450 | 6.9% |
Hangul
Value | Count | Frequency (%) |
성 | 1164 | |
서 | 1151 | |
구 | 1129 | |
달 | 911 | |
행 | 571 | 6.3% |
급 | 571 | 6.3% |
동 | 509 | 5.6% |
칠 | 451 | 5.0% |
곡 | 451 | 5.0% |
북 | 379 | 4.2% |
Other values (8) | 1811 |
정류소아이디 | 모바일아이디 | 구군 | 경도 | 위도 | 경유노선수 | |
---|---|---|---|---|---|---|
정류소아이디 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
모바일아이디 | 0.000 | 1.000 | 0.320 | 0.287 | 0.247 | 0.246 |
구군 | 0.000 | 0.320 | 1.000 | 0.777 | 0.737 | 0.264 |
경도 | 0.000 | 0.287 | 0.777 | 1.000 | 0.707 | 0.361 |
위도 | 0.000 | 0.247 | 0.737 | 0.707 | 1.000 | 0.280 |
경유노선수 | 0.000 | 0.246 | 0.264 | 0.361 | 0.280 | 1.000 |
정류소아이디 | 모바일아이디 | 경도 | 위도 | 경유노선수 | 구군 | |
---|---|---|---|---|---|---|
정류소아이디 | 1.000 | -0.011 | -0.518 | -0.705 | -0.243 | 0.000 |
모바일아이디 | -0.011 | 1.000 | 0.005 | 0.029 | 0.157 | 0.184 |
경도 | -0.518 | 0.005 | 1.000 | 0.393 | 0.141 | 0.518 |
위도 | -0.705 | 0.029 | 0.393 | 1.000 | 0.080 | 0.470 |
경유노선수 | -0.243 | 0.157 | 0.141 | 0.080 | 1.000 | 0.125 |
구군 | 0.000 | 0.184 | 0.518 | 0.470 | 0.125 | 1.000 |
정류소아이디 | 모바일아이디 | 정류소명 | 영문명 | 시도 | 구군 | 동 | 경도 | 위도 | 경유노선수 | 경유노선 | |
---|---|---|---|---|---|---|---|---|---|---|---|
0 | 7051001500 | 2354 | 대구공공시설관리공단앞 | Daegu Public Facilities Corporation | 대구광역시 | 남구 | 대명10동 | 128.560335 | 35.838405 | 8 | 306+518+564+600+623+649+651+서구1 |
1 | 7051003100 | 2178 | 대명역(1번출구) | Daemyeong Station | 대구광역시 | 남구 | 대명10동 | 128.565153 | 35.839405 | 8 | 306+518+564+600+623+649+651+서구1 |
2 | 7051003300 | 20031 | 대명초등학교건너 | Daemyeong Elementary School | 대구광역시 | 남구 | 대명10동 | 128.568599 | 35.839578 | 8 | 306+518+564+600+623+649+651+서구1 |
3 | 7051003500 | 2175 | KT남대구지사건너1 | KT Namdaegu District Office | 대구광역시 | 남구 | 대명10동 | 128.572613 | 35.839436 | 7 | 306+518+564+623+649+651+서구1 |
4 | 7051003700 | 2174 | 안지랑네거리2 | Anjirang (4) Junction | 대구광역시 | 남구 | 대명10동 | 128.575223 | 35.839256 | 9 | 306+410-1+518+564+623+649+651+달서4+서구1 |
5 | 7051005500 | 638 | 대구차여성병원건너 | Daegu CHA Woman's hospital | 대구광역시 | 남구 | 대명10동 | 128.574105 | 35.840668 | 4 | 503+623+서구1+순환3-1 |
6 | 7051005700 | 21228 | 대명1동행정복지센터건너 | Daemyeong 1-dong Community Service Center | 대구광역시 | 남구 | 대명10동 | 128.571735 | 35.842287 | 4 | 503+623+서구1+순환3-1 |
7 | 7051006000 | 742 | 두리봉네거리2 | Duribong Junction | 대구광역시 | 남구 | 대명10동 | 128.558859 | 35.839194 | 6 | 609+618+650+706+836+남구1 |
8 | 7051006100 | 21227 | 문화예술회관건너 | Culture and Arts Center | 대구광역시 | 남구 | 대명10동 | 128.560757 | 35.841654 | 7 | 609+618+650+706+805+836+남구1 |
9 | 7041030100 | 590 | 앞산궁도장건너 | Apsan Archery Field | 대구광역시 | 남구 | 대명11동 | 128.56086 | 35.828265 | 2 | 750+달서4 |
정류소아이디 | 모바일아이디 | 정류소명 | 영문명 | 시도 | 구군 | 동 | 경도 | 위도 | 경유노선수 | 경유노선 | |
---|---|---|---|---|---|---|---|---|---|---|---|
3321 | 7001004800 | 20051 | 대구역센트럴자이 | Daegu Station Central Xi | 대구광역시 | 중구 | 성내3동 | 128.587725 | 35.875383 | 3 | 234+651+653 |
3322 | 7001004900 | 20065 | 성내3동행정복지센터입구 | Seongnae 3-dong Community Service Center | 대구광역시 | 중구 | 성내3동 | 128.587423 | 35.872619 | 3 | 234+651+653 |
3323 | 7001005100 | 21880 | 수창초등학교 | Suchang Elementary School | 대구광역시 | 중구 | 성내3동 | 128.58224 | 35.875345 | 7 | 300+523+808+836+939+동구2+북구2 |
3324 | 7001005200 | 20064 | 달성공원앞 | Dalseong Park | 대구광역시 | 중구 | 성내3동 | 128.581907 | 35.875015 | 6 | 300+523+808+836+939+동구2 |
3325 | 7001005900 | 21879 | 섬유회관건너1 | Textile Center | 대구광역시 | 중구 | 성내3동 | 128.583329 | 35.870725 | 13 | 156+240+309+425+524+623+653+724+939+급행1+급행3+급행5+동구2 |
3326 | 7001007000 | 21881 | 적십자혈액원앞 | Red Cross Blood Center | 대구광역시 | 중구 | 성내3동 | 128.578425 | 35.878328 | 2 | 204+618 |
3327 | 7001007100 | 20056 | 적십자혈액원건너 | Red Cross Blood Center | 대구광역시 | 중구 | 성내3동 | 128.578837 | 35.878043 | 2 | 204+618 |
3328 | 7001007200 | 20052 | 수창공원앞(중구보건소건너) | Suchang Park(Jung Community Health Center) | 대구광역시 | 중구 | 성내3동 | 128.584891 | 35.876917 | 5 | 101-1+204+618+808+북구2 |
3329 | 7001007300 | 20063 | 중구보건소앞 | Jung Community Health Center | 대구광역시 | 중구 | 성내3동 | 128.584951 | 35.877098 | 4 | 101+204+618+808 |
3330 | 7001011600 | 20068 | 달성공원건너 | Dalseong Park | 대구광역시 | 중구 | 성내3동 | 128.582236 | 35.872554 | 7 | 300+523+808+836+939+동구2+북구2 |