Dataset statistics
Number of variables | 21 |
---|---|
Number of observations | 1229 |
Missing cells | 17352 |
Missing cells (%) | 67.2% |
Duplicate rows | 46 |
Duplicate rows (%) | 3.7% |
Total size in memory | 222.2 KiB |
Average record size in memory | 185.1 B |
Variable types
Text | 3 |
---|---|
Categorical | 3 |
Numeric | 15 |
Dataset
Description | 인천광역시 서구_가로등정보 현황(노선명, 관리주체, 설치위치, 주소, 가로등 광원 LED, CDM, MH 등)입니다. |
---|---|
Author | 인천광역시 서구 |
URL | https://data.incheon.go.kr/findData/publicDataDetail?dataId=15060244&srcSe=7661IVAWM27C61E190 |
Dataset has 46 (3.7%) duplicate rows | Duplicates |
가로등 광원(LED100) is highly imbalanced (99.0%) | Imbalance |
가로등 광원(CMH400W) is highly imbalanced (98.3%) | Imbalance |
위치명 has 158 (12.9%) missing values | Missing |
주소 has 550 (44.8%) missing values | Missing |
가로등 광원(LED30(모갈)) has 1175 (95.6%) missing values | Missing |
가로등 광원(LED50) has 886 (72.1%) missing values | Missing |
가로등 광원(LED60(모갈)) has 1209 (98.4%) missing values | Missing |
가로등 광원(LED60) has 1207 (98.2%) missing values | Missing |
가로등 광원(LED150) has 566 (46.1%) missing values | Missing |
가로등 광원(LED200) has 1161 (94.5%) missing values | Missing |
가로등 광원(CDM350) has 1178 (95.9%) missing values | Missing |
가로등 광원(CDM250) has 1149 (93.5%) missing values | Missing |
가로등 광원(CDM200) has 1215 (98.9%) missing values | Missing |
가로등 광원(CDM150) has 1220 (99.3%) missing values | Missing |
가로등 광원(CDM70) has 1202 (97.8%) missing values | Missing |
가로등 광원(MH200W) has 1090 (88.7%) missing values | Missing |
가로등 광원(MH350W) has 1013 (82.4%) missing values | Missing |
가로등 광원(M100W) has 1140 (92.8%) missing values | Missing |
가로등 광원(M175W) has 1221 (99.3%) missing values | Missing |
Reproduction
Analysis started | 2024-03-18 04:31:39.390889 |
---|---|
Analysis finished | 2024-03-18 04:31:40.198613 |
Duration | 0.81 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
노선명
Text
Distinct | 164 |
---|---|
Distinct (%) | 13.5% |
Missing | 12 |
Missing (%) | 1.0% |
Memory size | 9.7 KiB |
Value | Count | Frequency (%) |
검단산업단지 | 77 | 5.1% |
청라 | 71 | 4.7% |
봉수대로 | 71 | 4.7% |
경명대로 | 47 | 3.1% |
서곶로 | 39 | 2.6% |
북항 | 36 | 2.4% |
염곡로 | 36 | 2.4% |
건지로 | 33 | 2.2% |
보행자도로 | 32 | 2.1% |
원석로 | 30 | 2.0% |
Other values (153) | 1044 |
Most occurring characters
Value | Count | Frequency (%) |
로 | 832 | 12.5% |
지 | 483 | 7.3% |
단 | 364 | 5.5% |
299 | 4.5% | |
대 | 226 | 3.4% |
구 | 153 | 2.3% |
검 | 139 | 2.1% |
봉 | 131 | 2.0% |
산 | 117 | 1.8% |
( | 116 | 1.7% |
Other values (168) | 3797 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 5775 | |
Space Separator | 299 | 4.5% |
Decimal Number | 198 | 3.0% |
Open Punctuation | 116 | 1.7% |
Close Punctuation | 116 | 1.7% |
Uppercase Letter | 87 | 1.3% |
Dash Punctuation | 49 | 0.7% |
Math Symbol | 13 | 0.2% |
Other Punctuation | 4 | 0.1% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
로 | 832 | 14.4% |
지 | 483 | 8.4% |
단 | 364 | 6.3% |
대 | 226 | 3.9% |
구 | 153 | 2.6% |
검 | 139 | 2.4% |
봉 | 131 | 2.3% |
산 | 117 | 2.0% |
청 | 111 | 1.9% |
라 | 106 | 1.8% |
Other values (149) | 3113 |
Decimal Number
Value | Count | Frequency (%) |
2 | 81 | |
3 | 43 | |
1 | 39 | |
8 | 10 | 5.1% |
7 | 9 | 4.5% |
6 | 6 | 3.0% |
0 | 4 | 2.0% |
4 | 4 | 2.0% |
5 | 2 | 1.0% |
Uppercase Letter
Value | Count | Frequency (%) |
P | 28 | |
H | 28 | |
I | 28 | |
E | 3 | 3.4% |
Space Separator
Value | Count | Frequency (%) |
299 |
Open Punctuation
Value | Count | Frequency (%) |
( | 116 |
Close Punctuation
Value | Count | Frequency (%) |
) | 116 |
Dash Punctuation
Value | Count | Frequency (%) |
- | 49 |
Math Symbol
Value | Count | Frequency (%) |
~ | 13 |
Other Punctuation
Value | Count | Frequency (%) |
# | 4 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 5775 | |
Common | 795 | 11.9% |
Latin | 87 | 1.3% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
로 | 832 | 14.4% |
지 | 483 | 8.4% |
단 | 364 | 6.3% |
대 | 226 | 3.9% |
구 | 153 | 2.6% |
검 | 139 | 2.4% |
봉 | 131 | 2.3% |
산 | 117 | 2.0% |
청 | 111 | 1.9% |
라 | 106 | 1.8% |
Other values (149) | 3113 |
Common
Value | Count | Frequency (%) |
299 | ||
( | 116 | 14.6% |
) | 116 | 14.6% |
2 | 81 | 10.2% |
- | 49 | 6.2% |
3 | 43 | 5.4% |
1 | 39 | 4.9% |
~ | 13 | 1.6% |
8 | 10 | 1.3% |
7 | 9 | 1.1% |
Other values (5) | 20 | 2.5% |
Latin
Value | Count | Frequency (%) |
P | 28 | |
H | 28 | |
I | 28 | |
E | 3 | 3.4% |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 5775 | |
ASCII | 882 | 13.2% |
Most frequent character per block
Hangul
Value | Count | Frequency (%) |
로 | 832 | 14.4% |
지 | 483 | 8.4% |
단 | 364 | 6.3% |
대 | 226 | 3.9% |
구 | 153 | 2.6% |
검 | 139 | 2.4% |
봉 | 131 | 2.3% |
산 | 117 | 2.0% |
청 | 111 | 1.9% |
라 | 106 | 1.8% |
Other values (149) | 3113 |
ASCII
Value | Count | Frequency (%) |
299 | ||
( | 116 | 13.2% |
) | 116 | 13.2% |
2 | 81 | 9.2% |
- | 49 | 5.6% |
3 | 43 | 4.9% |
1 | 39 | 4.4% |
P | 28 | 3.2% |
H | 28 | 3.2% |
I | 28 | 3.2% |
Other values (9) | 55 | 6.2% |
관리주체
Categorical
Distinct | 7 |
---|---|
Distinct (%) | 0.6% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 9.7 KiB |
시 | |
---|---|
구 | |
<NA> | 72 |
아라뱃길 | 45 |
LH | 28 |
Other values (2) | 9 |
Length
Max length | 5 |
---|---|
Median length | 1 |
Mean length | 1.3376729 |
Min length | 1 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | 시 |
---|---|
2nd row | 시 |
3rd row | 시 |
4th row | 시 |
5th row | 시 |
Common Values
Value | Count | Frequency (%) |
시 | 768 | |
구 | 307 | 25.0% |
<NA> | 72 | 5.9% |
아라뱃길 | 45 | 3.7% |
LH | 28 | 2.3% |
시(종건) | 7 | 0.6% |
한진중공업 | 2 | 0.2% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
시 | 768 | |
구 | 307 | 25.0% |
na | 72 | 5.9% |
아라뱃길 | 45 | 3.7% |
lh | 28 | 2.3% |
시(종건 | 7 | 0.6% |
한진중공업 | 2 | 0.2% |
위치명
Text
MISSING
 
Distinct | 810 |
---|---|
Distinct (%) | 75.6% |
Missing | 158 |
Missing (%) | 12.9% |
Memory size | 9.7 KiB |
Value | Count | Frequency (%) |
앞 | 98 | 6.3% |
원창동 | 44 | 2.8% |
sp | 39 | 2.5% |
오류동 | 28 | 1.8% |
미인수 | 19 | 1.2% |
회로분리 | 16 | 1.0% |
당하동 | 14 | 0.9% |
건너 | 14 | 0.9% |
인수 | 14 | 0.9% |
462동 | 12 | 0.8% |
Other values (907) | 1250 |
Most occurring characters
Value | Count | Frequency (%) |
478 | 6.1% | |
앞 | 244 | 3.1% |
동 | 241 | 3.1% |
- | 222 | 2.8% |
P | 178 | 2.3% |
1 | 175 | 2.2% |
L | 157 | 2.0% |
2 | 151 | 1.9% |
로 | 125 | 1.6% |
4 | 114 | 1.4% |
Other values (403) | 5794 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 5453 | |
Decimal Number | 1011 | 12.8% |
Uppercase Letter | 529 | 6.7% |
Space Separator | 478 | 6.1% |
Dash Punctuation | 222 | 2.8% |
Open Punctuation | 53 | 0.7% |
Close Punctuation | 53 | 0.7% |
Math Symbol | 42 | 0.5% |
Other Punctuation | 28 | 0.4% |
Other Symbol | 9 | 0.1% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
앞 | 244 | 4.5% |
동 | 241 | 4.4% |
로 | 125 | 2.3% |
원 | 109 | 2.0% |
건 | 99 | 1.8% |
교 | 99 | 1.8% |
리 | 98 | 1.8% |
인 | 86 | 1.6% |
너 | 84 | 1.5% |
지 | 81 | 1.5% |
Other values (364) | 4187 |
Uppercase Letter
Value | Count | Frequency (%) |
P | 178 | |
L | 157 | |
C | 83 | |
S | 49 | 9.3% |
G | 14 | 2.6% |
H | 11 | 2.1% |
E | 7 | 1.3% |
I | 6 | 1.1% |
A | 6 | 1.1% |
K | 5 | 0.9% |
Other values (6) | 13 | 2.5% |
Decimal Number
Value | Count | Frequency (%) |
1 | 175 | |
2 | 151 | |
4 | 114 | |
3 | 108 | |
6 | 97 | |
0 | 91 | |
5 | 76 | |
7 | 71 | |
9 | 65 | 6.4% |
8 | 63 | 6.2% |
Other Punctuation
Value | Count | Frequency (%) |
# | 16 | |
, | 6 | 21.4% |
@ | 4 | 14.3% |
/ | 1 | 3.6% |
. | 1 | 3.6% |
Math Symbol
Value | Count | Frequency (%) |
~ | 38 | |
> | 4 | 9.5% |
Space Separator
Value | Count | Frequency (%) |
478 |
Dash Punctuation
Value | Count | Frequency (%) |
- | 222 |
Open Punctuation
Value | Count | Frequency (%) |
( | 53 |
Close Punctuation
Value | Count | Frequency (%) |
) | 53 |
Other Symbol
Value | Count | Frequency (%) |
㈜ | 9 |
Lowercase Letter
Value | Count | Frequency (%) |
m | 1 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 5462 | |
Common | 1887 | 23.9% |
Latin | 530 | 6.7% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
앞 | 244 | 4.5% |
동 | 241 | 4.4% |
로 | 125 | 2.3% |
원 | 109 | 2.0% |
건 | 99 | 1.8% |
교 | 99 | 1.8% |
리 | 98 | 1.8% |
인 | 86 | 1.6% |
너 | 84 | 1.5% |
지 | 81 | 1.5% |
Other values (365) | 4196 |
Common
Value | Count | Frequency (%) |
478 | ||
- | 222 | |
1 | 175 | 9.3% |
2 | 151 | 8.0% |
4 | 114 | 6.0% |
3 | 108 | 5.7% |
6 | 97 | 5.1% |
0 | 91 | 4.8% |
5 | 76 | 4.0% |
7 | 71 | 3.8% |
Other values (11) | 304 |
Latin
Value | Count | Frequency (%) |
P | 178 | |
L | 157 | |
C | 83 | |
S | 49 | 9.2% |
G | 14 | 2.6% |
H | 11 | 2.1% |
E | 7 | 1.3% |
I | 6 | 1.1% |
A | 6 | 1.1% |
K | 5 | 0.9% |
Other values (7) | 14 | 2.6% |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 5453 | |
ASCII | 2417 | |
None | 9 | 0.1% |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
478 | ||
- | 222 | 9.2% |
P | 178 | 7.4% |
1 | 175 | 7.2% |
L | 157 | 6.5% |
2 | 151 | 6.2% |
4 | 114 | 4.7% |
3 | 108 | 4.5% |
6 | 97 | 4.0% |
0 | 91 | 3.8% |
Other values (28) | 646 |
Hangul
Value | Count | Frequency (%) |
앞 | 244 | 4.5% |
동 | 241 | 4.4% |
로 | 125 | 2.3% |
원 | 109 | 2.0% |
건 | 99 | 1.8% |
교 | 99 | 1.8% |
리 | 98 | 1.8% |
인 | 86 | 1.6% |
너 | 84 | 1.5% |
지 | 81 | 1.5% |
Other values (364) | 4187 |
None
Value | Count | Frequency (%) |
㈜ | 9 |
주소
Text
MISSING
 
Distinct | 519 |
---|---|
Distinct (%) | 76.4% |
Missing | 550 |
Missing (%) | 44.8% |
Memory size | 9.7 KiB |
Value | Count | Frequency (%) |
경서동 | 72 | 6.0% |
원창동 | 61 | 5.1% |
연희동 | 31 | 2.6% |
인근 | 24 | 2.0% |
가좌동 | 20 | 1.7% |
물류단지 | 20 | 1.7% |
1공구 | 16 | 1.3% |
석남동 | 15 | 1.2% |
보도육교 | 13 | 1.1% |
주변 | 13 | 1.1% |
Other values (592) | 918 |
Most occurring characters
Value | Count | Frequency (%) |
607 | 10.3% | |
동 | 353 | 6.0% |
1 | 345 | 5.8% |
- | 310 | 5.2% |
3 | 236 | 4.0% |
2 | 228 | 3.9% |
4 | 172 | 2.9% |
6 | 166 | 2.8% |
5 | 163 | 2.8% |
7 | 141 | 2.4% |
Other values (307) | 3184 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 2991 | |
Decimal Number | 1797 | |
Space Separator | 607 | 10.3% |
Dash Punctuation | 310 | 5.2% |
Uppercase Letter | 75 | 1.3% |
Other Symbol | 46 | 0.8% |
Other Punctuation | 22 | 0.4% |
Close Punctuation | 19 | 0.3% |
Open Punctuation | 19 | 0.3% |
Math Symbol | 18 | 0.3% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
동 | 353 | 11.8% |
경 | 91 | 3.0% |
원 | 90 | 3.0% |
서 | 90 | 3.0% |
로 | 82 | 2.7% |
지 | 70 | 2.3% |
인 | 69 | 2.3% |
창 | 66 | 2.2% |
가 | 55 | 1.8% |
당 | 52 | 1.7% |
Other values (269) | 1973 |
Uppercase Letter
Value | Count | Frequency (%) |
L | 22 | |
C | 15 | |
B | 13 | |
P | 7 | 9.3% |
K | 4 | 5.3% |
T | 2 | 2.7% |
S | 2 | 2.7% |
G | 2 | 2.7% |
E | 2 | 2.7% |
U | 1 | 1.3% |
Other values (5) | 5 | 6.7% |
Decimal Number
Value | Count | Frequency (%) |
1 | 345 | |
3 | 236 | |
2 | 228 | |
4 | 172 | |
6 | 166 | |
5 | 163 | |
7 | 141 | |
8 | 133 | 7.4% |
9 | 119 | 6.6% |
0 | 94 | 5.2% |
Other Punctuation
Value | Count | Frequency (%) |
# | 12 | |
. | 4 | 18.2% |
, | 3 | 13.6% |
* | 1 | 4.5% |
@ | 1 | 4.5% |
& | 1 | 4.5% |
Space Separator
Value | Count | Frequency (%) |
607 |
Dash Punctuation
Value | Count | Frequency (%) |
- | 310 |
Other Symbol
Value | Count | Frequency (%) |
㈜ | 46 |
Close Punctuation
Value | Count | Frequency (%) |
) | 19 |
Open Punctuation
Value | Count | Frequency (%) |
( | 19 |
Math Symbol
Value | Count | Frequency (%) |
~ | 18 |
Lowercase Letter
Value | Count | Frequency (%) |
m | 1 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 3037 | |
Common | 2792 | |
Latin | 76 | 1.3% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
동 | 353 | 11.6% |
경 | 91 | 3.0% |
원 | 90 | 3.0% |
서 | 90 | 3.0% |
로 | 82 | 2.7% |
지 | 70 | 2.3% |
인 | 69 | 2.3% |
창 | 66 | 2.2% |
가 | 55 | 1.8% |
당 | 52 | 1.7% |
Other values (270) | 2019 |
Common
Value | Count | Frequency (%) |
607 | ||
1 | 345 | |
- | 310 | |
3 | 236 | 8.5% |
2 | 228 | 8.2% |
4 | 172 | 6.2% |
6 | 166 | 5.9% |
5 | 163 | 5.8% |
7 | 141 | 5.1% |
8 | 133 | 4.8% |
Other values (11) | 291 |
Latin
Value | Count | Frequency (%) |
L | 22 | |
C | 15 | |
B | 13 | |
P | 7 | 9.2% |
K | 4 | 5.3% |
T | 2 | 2.6% |
S | 2 | 2.6% |
G | 2 | 2.6% |
E | 2 | 2.6% |
U | 1 | 1.3% |
Other values (6) | 6 | 7.9% |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 2991 | |
ASCII | 2868 | |
None | 46 | 0.8% |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
607 | ||
1 | 345 | |
- | 310 | |
3 | 236 | 8.2% |
2 | 228 | 7.9% |
4 | 172 | 6.0% |
6 | 166 | 5.8% |
5 | 163 | 5.7% |
7 | 141 | 4.9% |
8 | 133 | 4.6% |
Other values (27) | 367 |
Hangul
Value | Count | Frequency (%) |
동 | 353 | 11.8% |
경 | 91 | 3.0% |
원 | 90 | 3.0% |
서 | 90 | 3.0% |
로 | 82 | 2.7% |
지 | 70 | 2.3% |
인 | 69 | 2.3% |
창 | 66 | 2.2% |
가 | 55 | 1.8% |
당 | 52 | 1.7% |
Other values (269) | 1973 |
None
Value | Count | Frequency (%) |
㈜ | 46 |
가로등 광원(LED30(모갈))
Real number (ℝ)
MISSING
 
Distinct | 25 |
---|---|
Distinct (%) | 46.3% |
Missing | 1175 |
Missing (%) | 95.6% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 11.092593 |
Minimum | 0 |
---|---|
Maximum | 35 |
Zeros | 1 |
Zeros (%) | 0.1% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 10.9 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 1 |
Q1 | 5.25 |
median | 11 |
Q3 | 15 |
95-th percentile | 25.35 |
Maximum | 35 |
Range | 35 |
Interquartile range (IQR) | 9.75 |
Descriptive statistics
Standard deviation | 7.7660814 |
---|---|
Coefficient of variation (CV) | 0.70011418 |
Kurtosis | 1.3010103 |
Mean | 11.092593 |
Median Absolute Deviation (MAD) | 5 |
Skewness | 0.96125904 |
Sum | 599 |
Variance | 60.31202 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1 | 5 | 0.4% |
11 | 4 | 0.3% |
16 | 4 | 0.3% |
8 | 4 | 0.3% |
15 | 4 | 0.3% |
13 | 3 | 0.2% |
12 | 3 | 0.2% |
5 | 3 | 0.2% |
6 | 3 | 0.2% |
3 | 2 | 0.2% |
Other values (15) | 19 | 1.5% |
(Missing) | 1175 |
Value | Count | Frequency (%) |
0 | 1 | 0.1% |
1 | 5 | |
2 | 2 | 0.2% |
3 | 2 | 0.2% |
4 | 1 | 0.1% |
5 | 3 | |
6 | 3 | |
7 | 1 | 0.1% |
8 | 4 | |
9 | 2 | 0.2% |
Value | Count | Frequency (%) |
35 | 1 | 0.1% |
33 | 1 | 0.1% |
26 | 1 | 0.1% |
25 | 1 | 0.1% |
22 | 1 | 0.1% |
20 | 1 | 0.1% |
18 | 1 | 0.1% |
17 | 2 | |
16 | 4 | |
15 | 4 |
가로등 광원(LED50)
Real number (ℝ)
MISSING
 
Distinct | 33 |
---|---|
Distinct (%) | 9.6% |
Missing | 886 |
Missing (%) | 72.1% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 13.405248 |
Minimum | 0 |
---|---|
Maximum | 36 |
Zeros | 3 |
Zeros (%) | 0.2% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 10.9 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 2 |
Q1 | 9 |
median | 13 |
Q3 | 18 |
95-th percentile | 24 |
Maximum | 36 |
Range | 36 |
Interquartile range (IQR) | 9 |
Descriptive statistics
Standard deviation | 6.6720747 |
---|---|
Coefficient of variation (CV) | 0.4977211 |
Kurtosis | -0.075151018 |
Mean | 13.405248 |
Median Absolute Deviation (MAD) | 5 |
Skewness | 0.19145751 |
Sum | 4598 |
Variance | 44.516581 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
15 | 26 | 2.1% |
10 | 22 | 1.8% |
13 | 22 | 1.8% |
8 | 21 | 1.7% |
14 | 21 | 1.7% |
20 | 20 | 1.6% |
16 | 17 | 1.4% |
12 | 16 | 1.3% |
11 | 15 | 1.2% |
17 | 15 | 1.2% |
Other values (23) | 148 | 12.0% |
(Missing) | 886 |
Value | Count | Frequency (%) |
0 | 3 | 0.2% |
1 | 12 | |
2 | 6 | 0.5% |
3 | 6 | 0.5% |
4 | 10 | |
5 | 8 | 0.7% |
6 | 5 | 0.4% |
7 | 14 | |
8 | 21 | |
9 | 12 |
Value | Count | Frequency (%) |
36 | 1 | 0.1% |
32 | 1 | 0.1% |
31 | 2 | 0.2% |
30 | 2 | 0.2% |
28 | 2 | 0.2% |
27 | 1 | 0.1% |
26 | 2 | 0.2% |
25 | 3 | |
24 | 6 | |
23 | 5 |
가로등 광원(LED60(모갈))
Real number (ℝ)
MISSING
 
Distinct | 12 |
---|---|
Distinct (%) | 60.0% |
Missing | 1209 |
Missing (%) | 98.4% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 11.1 |
Minimum | 2 |
---|---|
Maximum | 31 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 10.9 KiB |
Quantile statistics
Minimum | 2 |
---|---|
5-th percentile | 2 |
Q1 | 5.75 |
median | 9 |
Q3 | 14.25 |
95-th percentile | 31 |
Maximum | 31 |
Range | 29 |
Interquartile range (IQR) | 8.5 |
Descriptive statistics
Standard deviation | 8.2391875 |
---|---|
Coefficient of variation (CV) | 0.74226914 |
Kurtosis | 1.7788569 |
Mean | 11.1 |
Median Absolute Deviation (MAD) | 4.5 |
Skewness | 1.362479 |
Sum | 222 |
Variance | 67.884211 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
13 | 3 | 0.2% |
6 | 3 | 0.2% |
16 | 2 | 0.2% |
2 | 2 | 0.2% |
9 | 2 | 0.2% |
31 | 2 | 0.2% |
14 | 1 | 0.1% |
5 | 1 | 0.1% |
8 | 1 | 0.1% |
15 | 1 | 0.1% |
Other values (2) | 2 | 0.2% |
(Missing) | 1209 |
Value | Count | Frequency (%) |
2 | 2 | |
3 | 1 | 0.1% |
4 | 1 | 0.1% |
5 | 1 | 0.1% |
6 | 3 | |
8 | 1 | 0.1% |
9 | 2 | |
13 | 3 | |
14 | 1 | 0.1% |
15 | 1 | 0.1% |
Value | Count | Frequency (%) |
31 | 2 | |
16 | 2 | |
15 | 1 | 0.1% |
14 | 1 | 0.1% |
13 | 3 | |
9 | 2 | |
8 | 1 | 0.1% |
6 | 3 | |
5 | 1 | 0.1% |
4 | 1 | 0.1% |
가로등 광원(LED60)
Real number (ℝ)
MISSING
 
Distinct | 17 |
---|---|
Distinct (%) | 77.3% |
Missing | 1207 |
Missing (%) | 98.2% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 17.318182 |
Minimum | 1 |
---|---|
Maximum | 94 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 10.9 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 2 |
Q1 | 5 |
median | 10 |
Q3 | 19 |
95-th percentile | 63.9 |
Maximum | 94 |
Range | 93 |
Interquartile range (IQR) | 14 |
Descriptive statistics
Standard deviation | 22.701765 |
---|---|
Coefficient of variation (CV) | 1.3108631 |
Kurtosis | 6.1960774 |
Mean | 17.318182 |
Median Absolute Deviation (MAD) | 6 |
Skewness | 2.4653894 |
Sum | 381 |
Variance | 515.37013 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
2 | 3 | 0.2% |
12 | 2 | 0.2% |
5 | 2 | 0.2% |
22 | 2 | 0.2% |
16 | 1 | 0.1% |
1 | 1 | 0.1% |
20 | 1 | 0.1% |
13 | 1 | 0.1% |
6 | 1 | 0.1% |
8 | 1 | 0.1% |
Other values (7) | 7 | 0.6% |
(Missing) | 1207 |
Value | Count | Frequency (%) |
1 | 1 | 0.1% |
2 | 3 | |
4 | 1 | 0.1% |
5 | 2 | |
6 | 1 | 0.1% |
7 | 1 | 0.1% |
8 | 1 | 0.1% |
9 | 1 | 0.1% |
11 | 1 | 0.1% |
12 | 2 |
Value | Count | Frequency (%) |
94 | 1 | |
65 | 1 | |
43 | 1 | |
22 | 2 | |
20 | 1 | |
16 | 1 | |
13 | 1 | |
12 | 2 | |
11 | 1 | |
9 | 1 |
가로등 광원(LED100)
Categorical
IMBALANCE
 
Distinct | 2 |
---|---|
Distinct (%) | 0.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 9.7 KiB |
<NA> | |
---|---|
35 | 1 |
Length
Max length | 4 |
---|---|
Median length | 4 |
Mean length | 3.9983727 |
Min length | 2 |
Unique
Unique | 1 ? |
---|---|
Unique (%) | 0.1% |
Sample
1st row | <NA> |
---|---|
2nd row | <NA> |
3rd row | <NA> |
4th row | <NA> |
5th row | <NA> |
Common Values
Value | Count | Frequency (%) |
<NA> | 1228 | |
35 | 1 | 0.1% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
na | 1228 | |
35 | 1 | 0.1% |
가로등 광원(LED150)
Real number (ℝ)
MISSING
 
Distinct | 40 |
---|---|
Distinct (%) | 6.0% |
Missing | 566 |
Missing (%) | 46.1% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 12.476621 |
Minimum | 1 |
---|---|
Maximum | 48 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 10.9 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 2 |
Q1 | 7 |
median | 11 |
Q3 | 17 |
95-th percentile | 26 |
Maximum | 48 |
Range | 47 |
Interquartile range (IQR) | 10 |
Descriptive statistics
Standard deviation | 7.2881342 |
---|---|
Coefficient of variation (CV) | 0.58414325 |
Kurtosis | 1.9256185 |
Mean | 12.476621 |
Median Absolute Deviation (MAD) | 4 |
Skewness | 0.99460254 |
Sum | 8272 |
Variance | 53.1169 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
9 | 50 | 4.1% |
11 | 43 | 3.5% |
14 | 42 | 3.4% |
7 | 39 | 3.2% |
8 | 39 | 3.2% |
10 | 36 | 2.9% |
12 | 32 | 2.6% |
15 | 30 | 2.4% |
13 | 29 | 2.4% |
16 | 26 | 2.1% |
Other values (30) | 297 | |
(Missing) | 566 |
Value | Count | Frequency (%) |
1 | 21 | |
2 | 24 | |
3 | 13 | 1.1% |
4 | 25 | |
5 | 21 | |
6 | 25 | |
7 | 39 | |
8 | 39 | |
9 | 50 | |
10 | 36 |
Value | Count | Frequency (%) |
48 | 1 | 0.1% |
46 | 1 | 0.1% |
44 | 1 | 0.1% |
39 | 1 | 0.1% |
36 | 2 | |
35 | 1 | 0.1% |
34 | 2 | |
33 | 1 | 0.1% |
32 | 3 | |
31 | 1 | 0.1% |
가로등 광원(LED200)
Real number (ℝ)
MISSING
 
Distinct | 23 |
---|---|
Distinct (%) | 33.8% |
Missing | 1161 |
Missing (%) | 94.5% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 11 |
Minimum | 1 |
---|---|
Maximum | 23 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 10.9 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 1.35 |
Q1 | 6.75 |
median | 12 |
Q3 | 15 |
95-th percentile | 20.65 |
Maximum | 23 |
Range | 22 |
Interquartile range (IQR) | 8.25 |
Descriptive statistics
Standard deviation | 5.8181394 |
---|---|
Coefficient of variation (CV) | 0.52892177 |
Kurtosis | -0.7820938 |
Mean | 11 |
Median Absolute Deviation (MAD) | 4 |
Skewness | 0.0023423892 |
Sum | 748 |
Variance | 33.850746 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
15 | 9 | 0.7% |
12 | 6 | 0.5% |
16 | 5 | 0.4% |
8 | 5 | 0.4% |
1 | 4 | 0.3% |
11 | 4 | 0.3% |
5 | 4 | 0.3% |
7 | 4 | 0.3% |
6 | 3 | 0.2% |
14 | 3 | 0.2% |
Other values (13) | 21 | 1.7% |
(Missing) | 1161 |
Value | Count | Frequency (%) |
1 | 4 | |
2 | 3 | |
3 | 2 | 0.2% |
4 | 1 | 0.1% |
5 | 4 | |
6 | 3 | |
7 | 4 | |
8 | 5 | |
9 | 2 | 0.2% |
10 | 1 | 0.1% |
Value | Count | Frequency (%) |
23 | 1 | 0.1% |
22 | 2 | 0.2% |
21 | 1 | 0.1% |
20 | 2 | 0.2% |
19 | 1 | 0.1% |
18 | 1 | 0.1% |
17 | 1 | 0.1% |
16 | 5 | |
15 | 9 | |
14 | 3 | 0.2% |
가로등 광원(CDM350)
Real number (ℝ)
MISSING
 
Distinct | 20 |
---|---|
Distinct (%) | 39.2% |
Missing | 1178 |
Missing (%) | 95.9% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 10.235294 |
Minimum | 1 |
---|---|
Maximum | 23 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 10.9 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 1.5 |
Q1 | 7 |
median | 8 |
Q3 | 15 |
95-th percentile | 21.5 |
Maximum | 23 |
Range | 22 |
Interquartile range (IQR) | 8 |
Descriptive statistics
Standard deviation | 6.1760448 |
---|---|
Coefficient of variation (CV) | 0.60340668 |
Kurtosis | -0.64815649 |
Mean | 10.235294 |
Median Absolute Deviation (MAD) | 3 |
Skewness | 0.47531538 |
Sum | 522 |
Variance | 38.143529 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
8 | 10 | 0.8% |
11 | 6 | 0.5% |
7 | 5 | 0.4% |
2 | 3 | 0.2% |
18 | 3 | 0.2% |
5 | 3 | 0.2% |
1 | 3 | 0.2% |
23 | 2 | 0.2% |
10 | 2 | 0.2% |
3 | 2 | 0.2% |
Other values (10) | 12 | 1.0% |
(Missing) | 1178 |
Value | Count | Frequency (%) |
1 | 3 | 0.2% |
2 | 3 | 0.2% |
3 | 2 | 0.2% |
4 | 1 | 0.1% |
5 | 3 | 0.2% |
7 | 5 | |
8 | 10 | |
10 | 2 | 0.2% |
11 | 6 | |
12 | 1 | 0.1% |
Value | Count | Frequency (%) |
23 | 2 | |
22 | 1 | 0.1% |
21 | 1 | 0.1% |
20 | 1 | 0.1% |
19 | 1 | 0.1% |
18 | 3 | |
17 | 2 | |
16 | 2 | |
14 | 1 | 0.1% |
13 | 1 | 0.1% |
가로등 광원(CDM250)
Real number (ℝ)
MISSING
 
Distinct | 32 |
---|---|
Distinct (%) | 40.0% |
Missing | 1149 |
Missing (%) | 93.5% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 17.125 |
Minimum | 1 |
---|---|
Maximum | 51 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 10.9 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 3.9 |
Q1 | 8 |
median | 16 |
Q3 | 23.25 |
95-th percentile | 37.15 |
Maximum | 51 |
Range | 50 |
Interquartile range (IQR) | 15.25 |
Descriptive statistics
Standard deviation | 10.658538 |
---|---|
Coefficient of variation (CV) | 0.62239637 |
Kurtosis | 0.95647521 |
Mean | 17.125 |
Median Absolute Deviation (MAD) | 8 |
Skewness | 0.94579007 |
Sum | 1370 |
Variance | 113.60443 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
19 | 7 | 0.6% |
7 | 6 | 0.5% |
8 | 6 | 0.5% |
24 | 6 | 0.5% |
15 | 6 | 0.5% |
11 | 4 | 0.3% |
30 | 3 | 0.2% |
18 | 3 | 0.2% |
17 | 3 | 0.2% |
13 | 3 | 0.2% |
Other values (22) | 33 | 2.7% |
(Missing) | 1149 |
Value | Count | Frequency (%) |
1 | 2 | 0.2% |
2 | 2 | 0.2% |
4 | 2 | 0.2% |
5 | 2 | 0.2% |
6 | 2 | 0.2% |
7 | 6 | |
8 | 6 | |
9 | 1 | 0.1% |
10 | 1 | 0.1% |
11 | 4 |
Value | Count | Frequency (%) |
51 | 1 | 0.1% |
48 | 1 | 0.1% |
41 | 1 | 0.1% |
40 | 1 | 0.1% |
37 | 2 | |
33 | 1 | 0.1% |
31 | 1 | 0.1% |
30 | 3 | |
27 | 1 | 0.1% |
26 | 2 |
가로등 광원(CDM200)
Real number (ℝ)
MISSING
 
Distinct | 10 |
---|---|
Distinct (%) | 71.4% |
Missing | 1215 |
Missing (%) | 98.9% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 7.5 |
Minimum | 1 |
---|---|
Maximum | 25 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 10.9 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 1 |
Q1 | 1 |
median | 5 |
Q3 | 11.25 |
95-th percentile | 21.1 |
Maximum | 25 |
Range | 24 |
Interquartile range (IQR) | 10.25 |
Descriptive statistics
Standard deviation | 7.7434836 |
---|---|
Coefficient of variation (CV) | 1.0324645 |
Kurtosis | 0.4174727 |
Mean | 7.5 |
Median Absolute Deviation (MAD) | 4 |
Skewness | 1.1144714 |
Sum | 105 |
Variance | 59.961538 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1 | 5 | 0.4% |
8 | 1 | 0.1% |
7 | 1 | 0.1% |
3 | 1 | 0.1% |
9 | 1 | 0.1% |
15 | 1 | 0.1% |
19 | 1 | 0.1% |
25 | 1 | 0.1% |
2 | 1 | 0.1% |
12 | 1 | 0.1% |
(Missing) | 1215 |
Value | Count | Frequency (%) |
1 | 5 | |
2 | 1 | 0.1% |
3 | 1 | 0.1% |
7 | 1 | 0.1% |
8 | 1 | 0.1% |
9 | 1 | 0.1% |
12 | 1 | 0.1% |
15 | 1 | 0.1% |
19 | 1 | 0.1% |
25 | 1 | 0.1% |
Value | Count | Frequency (%) |
25 | 1 | 0.1% |
19 | 1 | 0.1% |
15 | 1 | 0.1% |
12 | 1 | 0.1% |
9 | 1 | 0.1% |
8 | 1 | 0.1% |
7 | 1 | 0.1% |
3 | 1 | 0.1% |
2 | 1 | 0.1% |
1 | 5 |
가로등 광원(CDM150)
Real number (ℝ)
MISSING
 
Distinct | 6 |
---|---|
Distinct (%) | 66.7% |
Missing | 1220 |
Missing (%) | 99.3% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 7.8888889 |
Minimum | 2 |
---|---|
Maximum | 25 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 10.9 KiB |
Quantile statistics
Minimum | 2 |
---|---|
5-th percentile | 2.8 |
Q1 | 4 |
median | 4 |
Q3 | 8 |
95-th percentile | 20.2 |
Maximum | 25 |
Range | 23 |
Interquartile range (IQR) | 4 |
Descriptive statistics
Standard deviation | 7.2014659 |
---|---|
Coefficient of variation (CV) | 0.91286187 |
Kurtosis | 4.2450165 |
Mean | 7.8888889 |
Median Absolute Deviation (MAD) | 2 |
Skewness | 2.0239288 |
Sum | 71 |
Variance | 51.861111 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
4 | 4 | 0.3% |
7 | 1 | 0.1% |
25 | 1 | 0.1% |
8 | 1 | 0.1% |
2 | 1 | 0.1% |
13 | 1 | 0.1% |
(Missing) | 1220 |
Value | Count | Frequency (%) |
2 | 1 | 0.1% |
4 | 4 | |
7 | 1 | 0.1% |
8 | 1 | 0.1% |
13 | 1 | 0.1% |
25 | 1 | 0.1% |
Value | Count | Frequency (%) |
25 | 1 | 0.1% |
13 | 1 | 0.1% |
8 | 1 | 0.1% |
7 | 1 | 0.1% |
4 | 4 | |
2 | 1 | 0.1% |
가로등 광원(CDM70)
Real number (ℝ)
MISSING
 
Distinct | 19 |
---|---|
Distinct (%) | 70.4% |
Missing | 1202 |
Missing (%) | 97.8% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 12.074074 |
Minimum | 1 |
---|---|
Maximum | 40 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 10.9 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 1 |
Q1 | 5 |
median | 9 |
Q3 | 17.5 |
95-th percentile | 28.7 |
Maximum | 40 |
Range | 39 |
Interquartile range (IQR) | 12.5 |
Descriptive statistics
Standard deviation | 9.746502 |
---|---|
Coefficient of variation (CV) | 0.80722563 |
Kurtosis | 1.2093123 |
Mean | 12.074074 |
Median Absolute Deviation (MAD) | 6 |
Skewness | 1.1760425 |
Sum | 326 |
Variance | 94.994302 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
8 | 3 | 0.2% |
1 | 3 | 0.2% |
19 | 2 | 0.2% |
3 | 2 | 0.2% |
5 | 2 | 0.2% |
12 | 2 | 0.2% |
28 | 1 | 0.1% |
40 | 1 | 0.1% |
24 | 1 | 0.1% |
16 | 1 | 0.1% |
Other values (9) | 9 | 0.7% |
(Missing) | 1202 |
Value | Count | Frequency (%) |
1 | 3 | |
3 | 2 | |
4 | 1 | 0.1% |
5 | 2 | |
6 | 1 | 0.1% |
7 | 1 | 0.1% |
8 | 3 | |
9 | 1 | 0.1% |
10 | 1 | 0.1% |
12 | 2 |
Value | Count | Frequency (%) |
40 | 1 | |
29 | 1 | |
28 | 1 | |
24 | 1 | |
20 | 1 | |
19 | 2 | |
16 | 1 | |
15 | 1 | |
13 | 1 | |
12 | 2 |
가로등 광원(MH200W)
Real number (ℝ)
MISSING
 
Distinct | 30 |
---|---|
Distinct (%) | 21.6% |
Missing | 1090 |
Missing (%) | 88.7% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 13.280576 |
Minimum | 1 |
---|---|
Maximum | 33 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 10.9 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 2 |
Q1 | 8 |
median | 13 |
Q3 | 18 |
95-th percentile | 24.1 |
Maximum | 33 |
Range | 32 |
Interquartile range (IQR) | 10 |
Descriptive statistics
Standard deviation | 7.2552118 |
---|---|
Coefficient of variation (CV) | 0.54630251 |
Kurtosis | -0.68737287 |
Mean | 13.280576 |
Median Absolute Deviation (MAD) | 5 |
Skewness | 0.15800832 |
Sum | 1846 |
Variance | 52.638098 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
16 | 11 | 0.9% |
18 | 10 | 0.8% |
9 | 10 | 0.8% |
11 | 9 | 0.7% |
15 | 7 | 0.6% |
17 | 7 | 0.6% |
8 | 7 | 0.6% |
4 | 7 | 0.6% |
24 | 6 | 0.5% |
2 | 6 | 0.5% |
Other values (20) | 59 | 4.8% |
(Missing) | 1090 |
Value | Count | Frequency (%) |
1 | 4 | 0.3% |
2 | 6 | |
3 | 5 | |
4 | 7 | |
5 | 4 | 0.3% |
6 | 3 | 0.2% |
7 | 3 | 0.2% |
8 | 7 | |
9 | 10 | |
10 | 3 | 0.2% |
Value | Count | Frequency (%) |
33 | 1 | 0.1% |
29 | 1 | 0.1% |
28 | 1 | 0.1% |
27 | 2 | 0.2% |
26 | 1 | 0.1% |
25 | 1 | 0.1% |
24 | 6 | |
23 | 2 | 0.2% |
22 | 5 | |
21 | 4 |
가로등 광원(MH350W)
Real number (ℝ)
MISSING
 
Distinct | 34 |
---|---|
Distinct (%) | 15.7% |
Missing | 1013 |
Missing (%) | 82.4% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 10.800926 |
Minimum | 0 |
---|---|
Maximum | 47 |
Zeros | 1 |
Zeros (%) | 0.1% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 10.9 KiB |
Quantile statistics
Minimum | 0 |
---|---|
5-th percentile | 1 |
Q1 | 4 |
median | 10 |
Q3 | 14 |
95-th percentile | 26.25 |
Maximum | 47 |
Range | 47 |
Interquartile range (IQR) | 10 |
Descriptive statistics
Standard deviation | 8.201656 |
---|---|
Coefficient of variation (CV) | 0.7593475 |
Kurtosis | 1.9795334 |
Mean | 10.800926 |
Median Absolute Deviation (MAD) | 5 |
Skewness | 1.2107286 |
Sum | 2333 |
Variance | 67.267162 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
1 | 23 | 1.9% |
2 | 15 | 1.2% |
11 | 15 | 1.2% |
10 | 13 | 1.1% |
14 | 13 | 1.1% |
9 | 13 | 1.1% |
6 | 12 | 1.0% |
4 | 12 | 1.0% |
8 | 11 | 0.9% |
7 | 11 | 0.9% |
Other values (24) | 78 | 6.3% |
(Missing) | 1013 |
Value | Count | Frequency (%) |
0 | 1 | 0.1% |
1 | 23 | |
2 | 15 | |
3 | 5 | 0.4% |
4 | 12 | |
5 | 3 | 0.2% |
6 | 12 | |
7 | 11 | |
8 | 11 | |
9 | 13 |
Value | Count | Frequency (%) |
47 | 1 | 0.1% |
39 | 1 | 0.1% |
35 | 1 | 0.1% |
33 | 2 | |
31 | 2 | |
29 | 1 | 0.1% |
28 | 1 | 0.1% |
27 | 2 | |
26 | 4 | |
25 | 4 |
가로등 광원(CMH400W)
Categorical
IMBALANCE
 
Distinct | 2 |
---|---|
Distinct (%) | 0.2% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 9.7 KiB |
<NA> | |
---|---|
17 | 2 |
Length
Max length | 4 |
---|---|
Median length | 4 |
Mean length | 3.9967453 |
Min length | 2 |
Unique
Unique | 0 ? |
---|---|
Unique (%) | 0.0% |
Sample
1st row | <NA> |
---|---|
2nd row | <NA> |
3rd row | <NA> |
4th row | <NA> |
5th row | <NA> |
Common Values
Value | Count | Frequency (%) |
<NA> | 1227 | |
17 | 2 | 0.2% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
na | 1227 | |
17 | 2 | 0.2% |
가로등 광원(M100W)
Real number (ℝ)
MISSING
 
Distinct | 23 |
---|---|
Distinct (%) | 25.8% |
Missing | 1140 |
Missing (%) | 92.8% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 10.719101 |
Minimum | 1 |
---|---|
Maximum | 25 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 10.9 KiB |
Quantile statistics
Minimum | 1 |
---|---|
5-th percentile | 2 |
Q1 | 6 |
median | 9 |
Q3 | 15 |
95-th percentile | 20 |
Maximum | 25 |
Range | 24 |
Interquartile range (IQR) | 9 |
Descriptive statistics
Standard deviation | 6.2139666 |
---|---|
Coefficient of variation (CV) | 0.57970967 |
Kurtosis | -0.82169427 |
Mean | 10.719101 |
Median Absolute Deviation (MAD) | 4 |
Skewness | 0.42365582 |
Sum | 954 |
Variance | 38.613381 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
9 | 10 | 0.8% |
20 | 7 | 0.6% |
4 | 6 | 0.5% |
6 | 6 | 0.5% |
12 | 5 | 0.4% |
11 | 5 | 0.4% |
19 | 5 | 0.4% |
2 | 5 | 0.4% |
7 | 5 | 0.4% |
5 | 5 | 0.4% |
Other values (13) | 30 | 2.4% |
(Missing) | 1140 |
Value | Count | Frequency (%) |
1 | 2 | 0.2% |
2 | 5 | |
3 | 3 | 0.2% |
4 | 6 | |
5 | 5 | |
6 | 6 | |
7 | 5 | |
8 | 3 | 0.2% |
9 | 10 | |
10 | 4 | 0.3% |
Value | Count | Frequency (%) |
25 | 2 | 0.2% |
22 | 1 | 0.1% |
21 | 1 | 0.1% |
20 | 7 | |
19 | 5 | |
18 | 4 | |
17 | 1 | 0.1% |
16 | 1 | 0.1% |
15 | 2 | 0.2% |
14 | 3 |
가로등 광원(M175W)
Real number (ℝ)
MISSING
 
Distinct | 7 |
---|---|
Distinct (%) | 87.5% |
Missing | 1221 |
Missing (%) | 99.3% |
Infinite | 0 |
Infinite (%) | 0.0% |
Mean | 15.5 |
Minimum | 5 |
---|---|
Maximum | 22 |
Zeros | 0 |
Zeros (%) | 0.0% |
Negative | 0 |
Negative (%) | 0.0% |
Memory size | 10.9 KiB |
Quantile statistics
Minimum | 5 |
---|---|
5-th percentile | 7.8 |
Q1 | 13.75 |
median | 16 |
Q3 | 18.5 |
95-th percentile | 21.3 |
Maximum | 22 |
Range | 17 |
Interquartile range (IQR) | 4.75 |
Descriptive statistics
Standard deviation | 5.1823878 |
---|---|
Coefficient of variation (CV) | 0.3343476 |
Kurtosis | 1.9606496 |
Mean | 15.5 |
Median Absolute Deviation (MAD) | 2.5 |
Skewness | -1.087973 |
Sum | 124 |
Variance | 26.857143 |
Monotonicity | Not monotonic |
Value | Count | Frequency (%) |
16 | 2 | 0.2% |
5 | 1 | 0.1% |
13 | 1 | 0.1% |
22 | 1 | 0.1% |
14 | 1 | 0.1% |
20 | 1 | 0.1% |
18 | 1 | 0.1% |
(Missing) | 1221 |
Value | Count | Frequency (%) |
5 | 1 | |
13 | 1 | |
14 | 1 | |
16 | 2 | |
18 | 1 | |
20 | 1 | |
22 | 1 |
Value | Count | Frequency (%) |
22 | 1 | |
20 | 1 | |
18 | 1 | |
16 | 2 | |
14 | 1 | |
13 | 1 | |
5 | 1 |
노선명 | 관리주체 | 위치명 | 주소 | 가로등 광원(LED30(모갈)) | 가로등 광원(LED50) | 가로등 광원(LED60(모갈)) | 가로등 광원(LED60) | 가로등 광원(LED100) | 가로등 광원(LED150) | 가로등 광원(LED200) | 가로등 광원(CDM350) | 가로등 광원(CDM250) | 가로등 광원(CDM200) | 가로등 광원(CDM150) | 가로등 광원(CDM70) | 가로등 광원(MH200W) | 가로등 광원(MH350W) | 가로등 광원(CMH400W) | 가로등 광원(M100W) | 가로등 광원(M175W) | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | 서곶로 | 시 | 대인고교앞 | 공촌동 산30-4 | 5 | 1 | <NA> | <NA> | <NA> | 21 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 2 | <NA> |
1 | 서곶로 | 시 | 시굴집~검암4 | 검암동 227-6번지 | 11 | 3 | <NA> | <NA> | <NA> | 27 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
2 | 봉수대로 | 시 | 백석대교 | 인천종점 | <NA> | 15 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 15 | <NA> | <NA> | <NA> |
3 | 봉수대로 | 시 | 백석대교 | 인천종점 | <NA> | 15 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 15 | <NA> | <NA> | <NA> |
4 | 서곶로 | 시 | 백석고교건너 | 백석동 산25-3 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 14 | <NA> | <NA> | <NA> |
5 | 서곶로 | 시 | E-MART 앞 | <NA> | <NA> | 5 | <NA> | <NA> | <NA> | 9 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 2 | <NA> | <NA> | 5 |
6 | 서곶로 | 시 | 광역주유소앞 | 검암동 106-1 | <NA> | 4 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 8 | <NA> | <NA> | <NA> |
7 | 서곶로 | 시 | 백석고교앞 | 백석동 66-1 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 7 | <NA> | <NA> | <NA> |
8 | 당하지구 | 시 | 현대4차 뒷편 | 당하동 889-7 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 10 | <NA> | <NA> | <NA> | <NA> | <NA> |
9 | 서곶로 | 시 | 검암역 입구 | 검암동 108-2 | <NA> | <NA> | <NA> | <NA> | <NA> | 4 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
노선명 | 관리주체 | 위치명 | 주소 | 가로등 광원(LED30(모갈)) | 가로등 광원(LED50) | 가로등 광원(LED60(모갈)) | 가로등 광원(LED60) | 가로등 광원(LED100) | 가로등 광원(LED150) | 가로등 광원(LED200) | 가로등 광원(CDM350) | 가로등 광원(CDM250) | 가로등 광원(CDM200) | 가로등 광원(CDM150) | 가로등 광원(CDM70) | 가로등 광원(MH200W) | 가로등 광원(MH350W) | 가로등 광원(CMH400W) | 가로등 광원(M100W) | 가로등 광원(M175W) | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1219 | 검단식품산업단지 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
1220 | 검단식품산업단지 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
1221 | 검단식품산업단지 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
1222 | 검단식품산업단지 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
1223 | 검단식품산업단지 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
1224 | 검단식품산업단지 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
1225 | 검단식품산업단지 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
1226 | 검단식품산업단지 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
1227 | 검단식품산업단지 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
1228 | 검단식품산업단지 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> |
Most frequently occurring
노선명 | 관리주체 | 위치명 | 주소 | 가로등 광원(LED30(모갈)) | 가로등 광원(LED50) | 가로등 광원(LED60(모갈)) | 가로등 광원(LED60) | 가로등 광원(LED100) | 가로등 광원(LED150) | 가로등 광원(LED200) | 가로등 광원(CDM350) | 가로등 광원(CDM250) | 가로등 광원(CDM200) | 가로등 광원(CDM150) | 가로등 광원(CDM70) | 가로등 광원(MH200W) | 가로등 광원(MH350W) | 가로등 광원(CMH400W) | 가로등 광원(M100W) | 가로등 광원(M175W) | # duplicates | |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
37 | 청라 상가지구및 보행자도로 분리 | 구 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 24 |
34 | 청라 IHP 인수예정 | LH | SP | 1공구 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 16 |
3 | 검단식품산업단지 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 14 |
35 | 청라 IHP 인수예정 | LH | SP | 2공구 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 12 |
0 | 2-3단계 | <NA> | 미인수 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 8 |
44 | 친환경복합단지 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 8 |
36 | 청라 보행자도로추가 예정 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 7 |
2 | 거첨로 | 아라뱃길 | 오류왕길동 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 5 |
25 | 불로지구(2공구) | 시(종건) | SP | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 5 |
27 | 서부자원특화단지 | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | <NA> | 5 |