Dataset statistics
Number of variables | 65 |
---|---|
Number of observations | 249 |
Missing cells | 11997 |
Missing cells (%) | 74.1% |
Duplicate rows | 8 |
Duplicate rows (%) | 3.2% |
Total size in memory | 126.6 KiB |
Average record size in memory | 520.5 B |
Variable types
Text | 1 |
---|---|
Unsupported | 64 |
Dataset
Description | 서울특별시, 부산광역시, 대구광역시, 인천광역시, 광주광역시, 대전광역시, 울산광역시, 세종특별자치시, 경기도, 강원도, 충청북도 등 17개 시도 구군별 옥외광고 현황 자료입니다. |
---|---|
Author | 행정안전부 한국지방재정공제회 |
URL | https://www.data.go.kr/data/15045519/fileData.do |
Dataset has 8 (3.2%) duplicate rows | Duplicates |
Unnamed: 0 has 4 (1.6%) missing values | Missing |
Unnamed: 2 has 206 (82.7%) missing values | Missing |
Unnamed: 3 has 209 (83.9%) missing values | Missing |
Unnamed: 4 has 206 (82.7%) missing values | Missing |
Unnamed: 5 has 217 (87.1%) missing values | Missing |
Unnamed: 6 has 218 (87.6%) missing values | Missing |
Unnamed: 7 has 208 (83.5%) missing values | Missing |
Unnamed: 8 has 219 (88.0%) missing values | Missing |
Unnamed: 9 has 207 (83.1%) missing values | Missing |
Unnamed: 10 has 215 (86.3%) missing values | Missing |
Unnamed: 11 has 210 (84.3%) missing values | Missing |
Unnamed: 12 has 220 (88.4%) missing values | Missing |
Unnamed: 13 has 221 (88.8%) missing values | Missing |
Unnamed: 14 has 221 (88.8%) missing values | Missing |
Unnamed: 15 has 211 (84.7%) missing values | Missing |
Unnamed: 16 has 212 (85.1%) missing values | Missing |
Unnamed: 17 has 211 (84.7%) missing values | Missing |
Unnamed: 18 has 206 (82.7%) missing values | Missing |
Unnamed: 19 has 206 (82.7%) missing values | Missing |
Unnamed: 20 has 206 (82.7%) missing values | Missing |
Unnamed: 23 has 230 (92.4%) missing values | Missing |
Unnamed: 24 has 243 (97.6%) missing values | Missing |
Unnamed: 25 has 239 (96.0%) missing values | Missing |
Unnamed: 27 has 228 (91.6%) missing values | Missing |
Unnamed: 28 has 231 (92.8%) missing values | Missing |
Unnamed: 29 has 235 (94.4%) missing values | Missing |
Unnamed: 31 has 223 (89.6%) missing values | Missing |
Unnamed: 32 has 227 (91.2%) missing values | Missing |
Unnamed: 33 has 227 (91.2%) missing values | Missing |
Unnamed: 35 has 206 (82.7%) missing values | Missing |
Unnamed: 36 has 208 (83.5%) missing values | Missing |
Unnamed: 37 has 206 (82.7%) missing values | Missing |
Unnamed: 38 has 212 (85.1%) missing values | Missing |
Unnamed: 39 has 206 (82.7%) missing values | Missing |
Unnamed: 40 has 216 (86.7%) missing values | Missing |
Unnamed: 41 has 206 (82.7%) missing values | Missing |
Unnamed: 42 has 212 (85.1%) missing values | Missing |
Unnamed: 43 has 216 (86.7%) missing values | Missing |
Unnamed: 44 has 211 (84.7%) missing values | Missing |
Unnamed: 45 has 206 (82.7%) missing values | Missing |
Unnamed: 46 has 206 (82.7%) missing values | Missing |
Unnamed: 47 has 206 (82.7%) missing values | Missing |
Unnamed: 48 has 206 (82.7%) missing values | Missing |
Unnamed: 49 has 206 (82.7%) missing values | Missing |
Unnamed: 50 has 215 (86.3%) missing values | Missing |
Unnamed: 52 has 206 (82.7%) missing values | Missing |
Unnamed: 53 has 206 (82.7%) missing values | Missing |
Unnamed: 54 has 220 (88.4%) missing values | Missing |
Unnamed: 55 has 209 (83.9%) missing values | Missing |
Unnamed: 56 has 213 (85.5%) missing values | Missing |
Unnamed: 57 has 219 (88.0%) missing values | Missing |
Unnamed: 59 has 206 (82.7%) missing values | Missing |
Unnamed: 60 has 206 (82.7%) missing values | Missing |
Unnamed: 61 has 204 (81.9%) missing values | Missing |
Unnamed: 62 has 207 (83.1%) missing values | Missing |
Unnamed: 63 has 223 (89.6%) missing values | Missing |
Unnamed: 64 has 206 (82.7%) missing values | Missing |
Unnamed: 1 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 2 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 3 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 4 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 5 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 6 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 7 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 8 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 9 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 10 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
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 |
Unnamed: 21 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 22 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 23 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 24 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 25 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 26 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 27 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 28 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 29 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 30 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 31 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 32 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 33 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 34 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 35 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 36 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 37 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 38 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 39 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 40 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 41 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 42 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 43 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 44 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 45 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 46 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 47 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 48 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 49 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 50 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 51 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 52 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 53 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 54 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 55 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 56 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 57 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 58 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 59 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 60 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 61 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 62 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 63 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Unnamed: 64 is an unsupported type, check if it needs cleaning or further analysis | Unsupported |
Reproduction
Analysis started | 2024-04-21 15:39:50.721484 |
---|---|
Analysis finished | 2024-04-21 15:39:51.101618 |
Duration | 0.38 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
Unnamed: 0
Text
MISSING
 
Distinct | 222 |
---|---|
Distinct (%) | 90.6% |
Missing | 4 |
Missing (%) | 1.6% |
Memory size | 2.1 KiB |
Value | Count | Frequency (%) |
동구 | 6 | 2.4% |
중구 | 6 | 2.4% |
남구 | 5 | 2.0% |
서구 | 5 | 2.0% |
북구 | 4 | 1.6% |
고성군 | 2 | 0.8% |
강서구 | 2 | 0.8% |
정읍시 | 1 | 0.4% |
진안군 | 1 | 0.4% |
완주군 | 1 | 0.4% |
Other values (212) | 212 |
Most occurring characters
Value | Count | Frequency (%) |
시 | 86 | 11.5% |
군 | 85 | 11.4% |
구 | 75 | 10.1% |
천 | 23 | 3.1% |
주 | 22 | 2.9% |
양 | 18 | 2.4% |
산 | 18 | 2.4% |
성 | 18 | 2.4% |
동 | 17 | 2.3% |
남 | 16 | 2.1% |
Other values (128) | 368 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 746 |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
시 | 86 | 11.5% |
군 | 85 | 11.4% |
구 | 75 | 10.1% |
천 | 23 | 3.1% |
주 | 22 | 2.9% |
양 | 18 | 2.4% |
산 | 18 | 2.4% |
성 | 18 | 2.4% |
동 | 17 | 2.3% |
남 | 16 | 2.1% |
Other values (128) | 368 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 746 |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
시 | 86 | 11.5% |
군 | 85 | 11.4% |
구 | 75 | 10.1% |
천 | 23 | 3.1% |
주 | 22 | 2.9% |
양 | 18 | 2.4% |
산 | 18 | 2.4% |
성 | 18 | 2.4% |
동 | 17 | 2.3% |
남 | 16 | 2.1% |
Other values (128) | 368 |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 746 |
Most frequent character per block
Hangul
Value | Count | Frequency (%) |
시 | 86 | 11.5% |
군 | 85 | 11.4% |
구 | 75 | 10.1% |
천 | 23 | 3.1% |
주 | 22 | 2.9% |
양 | 18 | 2.4% |
산 | 18 | 2.4% |
성 | 18 | 2.4% |
동 | 17 | 2.3% |
남 | 16 | 2.1% |
Other values (128) | 368 |
Unnamed: 1
Unsupported
REJECTED
  UNSUPPORTED
 
Missing | 2 |
---|---|
Missing (%) | 0.8% |
Memory size | 2.1 KiB |
Unnamed: 2
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 206 |
---|---|
Missing (%) | 82.7% |
Memory size | 2.1 KiB |
Unnamed: 3
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 209 |
---|---|
Missing (%) | 83.9% |
Memory size | 2.1 KiB |
Unnamed: 4
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 206 |
---|---|
Missing (%) | 82.7% |
Memory size | 2.1 KiB |
Unnamed: 5
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 217 |
---|---|
Missing (%) | 87.1% |
Memory size | 2.1 KiB |
Unnamed: 6
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 218 |
---|---|
Missing (%) | 87.6% |
Memory size | 2.1 KiB |
Unnamed: 7
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 208 |
---|---|
Missing (%) | 83.5% |
Memory size | 2.1 KiB |
Unnamed: 8
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 219 |
---|---|
Missing (%) | 88.0% |
Memory size | 2.1 KiB |
Unnamed: 9
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 207 |
---|---|
Missing (%) | 83.1% |
Memory size | 2.1 KiB |
Unnamed: 10
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 215 |
---|---|
Missing (%) | 86.3% |
Memory size | 2.1 KiB |
Unnamed: 11
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 210 |
---|---|
Missing (%) | 84.3% |
Memory size | 2.1 KiB |
Unnamed: 12
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 220 |
---|---|
Missing (%) | 88.4% |
Memory size | 2.1 KiB |
Unnamed: 13
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 221 |
---|---|
Missing (%) | 88.8% |
Memory size | 2.1 KiB |
Unnamed: 14
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 221 |
---|---|
Missing (%) | 88.8% |
Memory size | 2.1 KiB |
Unnamed: 15
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 211 |
---|---|
Missing (%) | 84.7% |
Memory size | 2.1 KiB |
Unnamed: 16
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 212 |
---|---|
Missing (%) | 85.1% |
Memory size | 2.1 KiB |
Unnamed: 17
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 211 |
---|---|
Missing (%) | 84.7% |
Memory size | 2.1 KiB |
Unnamed: 18
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 206 |
---|---|
Missing (%) | 82.7% |
Memory size | 2.1 KiB |
Unnamed: 19
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 206 |
---|---|
Missing (%) | 82.7% |
Memory size | 2.1 KiB |
Unnamed: 20
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 206 |
---|---|
Missing (%) | 82.7% |
Memory size | 2.1 KiB |
Unnamed: 21
Unsupported
REJECTED
  UNSUPPORTED
 
Missing | 1 |
---|---|
Missing (%) | 0.4% |
Memory size | 2.1 KiB |
Unnamed: 22
Unsupported
REJECTED
  UNSUPPORTED
 
Missing | 1 |
---|---|
Missing (%) | 0.4% |
Memory size | 2.1 KiB |
Unnamed: 23
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 230 |
---|---|
Missing (%) | 92.4% |
Memory size | 2.1 KiB |
Unnamed: 24
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 243 |
---|---|
Missing (%) | 97.6% |
Memory size | 2.1 KiB |
Unnamed: 25
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 239 |
---|---|
Missing (%) | 96.0% |
Memory size | 2.1 KiB |
Unnamed: 26
Unsupported
REJECTED
  UNSUPPORTED
 
Missing | 1 |
---|---|
Missing (%) | 0.4% |
Memory size | 2.1 KiB |
Unnamed: 27
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 228 |
---|---|
Missing (%) | 91.6% |
Memory size | 2.1 KiB |
Unnamed: 28
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 231 |
---|---|
Missing (%) | 92.8% |
Memory size | 2.1 KiB |
Unnamed: 29
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 235 |
---|---|
Missing (%) | 94.4% |
Memory size | 2.1 KiB |
Unnamed: 30
Unsupported
REJECTED
  UNSUPPORTED
 
Missing | 1 |
---|---|
Missing (%) | 0.4% |
Memory size | 2.1 KiB |
Unnamed: 31
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 223 |
---|---|
Missing (%) | 89.6% |
Memory size | 2.1 KiB |
Unnamed: 32
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 227 |
---|---|
Missing (%) | 91.2% |
Memory size | 2.1 KiB |
Unnamed: 33
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 227 |
---|---|
Missing (%) | 91.2% |
Memory size | 2.1 KiB |
Unnamed: 34
Unsupported
REJECTED
  UNSUPPORTED
 
Missing | 2 |
---|---|
Missing (%) | 0.8% |
Memory size | 2.1 KiB |
Unnamed: 35
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 206 |
---|---|
Missing (%) | 82.7% |
Memory size | 2.1 KiB |
Unnamed: 36
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 208 |
---|---|
Missing (%) | 83.5% |
Memory size | 2.1 KiB |
Unnamed: 37
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 206 |
---|---|
Missing (%) | 82.7% |
Memory size | 2.1 KiB |
Unnamed: 38
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 212 |
---|---|
Missing (%) | 85.1% |
Memory size | 2.1 KiB |
Unnamed: 39
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 206 |
---|---|
Missing (%) | 82.7% |
Memory size | 2.1 KiB |
Unnamed: 40
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 216 |
---|---|
Missing (%) | 86.7% |
Memory size | 2.1 KiB |
Unnamed: 41
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 206 |
---|---|
Missing (%) | 82.7% |
Memory size | 2.1 KiB |
Unnamed: 42
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 212 |
---|---|
Missing (%) | 85.1% |
Memory size | 2.1 KiB |
Unnamed: 43
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 216 |
---|---|
Missing (%) | 86.7% |
Memory size | 2.1 KiB |
Unnamed: 44
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 211 |
---|---|
Missing (%) | 84.7% |
Memory size | 2.1 KiB |
Unnamed: 45
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 206 |
---|---|
Missing (%) | 82.7% |
Memory size | 2.1 KiB |
Unnamed: 46
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 206 |
---|---|
Missing (%) | 82.7% |
Memory size | 2.1 KiB |
Unnamed: 47
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 206 |
---|---|
Missing (%) | 82.7% |
Memory size | 2.1 KiB |
Unnamed: 48
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 206 |
---|---|
Missing (%) | 82.7% |
Memory size | 2.1 KiB |
Unnamed: 49
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 206 |
---|---|
Missing (%) | 82.7% |
Memory size | 2.1 KiB |
Unnamed: 50
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 215 |
---|---|
Missing (%) | 86.3% |
Memory size | 2.1 KiB |
Unnamed: 51
Unsupported
REJECTED
  UNSUPPORTED
 
Missing | 2 |
---|---|
Missing (%) | 0.8% |
Memory size | 2.1 KiB |
Unnamed: 52
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 206 |
---|---|
Missing (%) | 82.7% |
Memory size | 2.1 KiB |
Unnamed: 53
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 206 |
---|---|
Missing (%) | 82.7% |
Memory size | 2.1 KiB |
Unnamed: 54
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 220 |
---|---|
Missing (%) | 88.4% |
Memory size | 2.1 KiB |
Unnamed: 55
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 209 |
---|---|
Missing (%) | 83.9% |
Memory size | 2.1 KiB |
Unnamed: 56
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 213 |
---|---|
Missing (%) | 85.5% |
Memory size | 2.1 KiB |
Unnamed: 57
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 219 |
---|---|
Missing (%) | 88.0% |
Memory size | 2.1 KiB |
Unnamed: 58
Unsupported
REJECTED
  UNSUPPORTED
 
Missing | 2 |
---|---|
Missing (%) | 0.8% |
Memory size | 2.1 KiB |
Unnamed: 59
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 206 |
---|---|
Missing (%) | 82.7% |
Memory size | 2.1 KiB |
Unnamed: 60
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 206 |
---|---|
Missing (%) | 82.7% |
Memory size | 2.1 KiB |
Unnamed: 61
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 204 |
---|---|
Missing (%) | 81.9% |
Memory size | 2.1 KiB |
Unnamed: 62
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 207 |
---|---|
Missing (%) | 83.1% |
Memory size | 2.1 KiB |
Unnamed: 63
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 223 |
---|---|
Missing (%) | 89.6% |
Memory size | 2.1 KiB |
Unnamed: 64
Unsupported
MISSING
  REJECTED
  UNSUPPORTED
 
Missing | 206 |
---|---|
Missing (%) | 82.7% |
Memory size | 2.1 KiB |
Unnamed: 0 | Unnamed: 1 | Unnamed: 2 | Unnamed: 3 | Unnamed: 4 | Unnamed: 5 | Unnamed: 6 | Unnamed: 7 | Unnamed: 8 | Unnamed: 9 | Unnamed: 10 | Unnamed: 11 | Unnamed: 12 | Unnamed: 13 | Unnamed: 14 | Unnamed: 15 | Unnamed: 16 | Unnamed: 17 | Unnamed: 18 | Unnamed: 19 | Unnamed: 20 | Unnamed: 21 | Unnamed: 22 | Unnamed: 23 | Unnamed: 24 | Unnamed: 25 | Unnamed: 26 | Unnamed: 27 | Unnamed: 28 | Unnamed: 29 | Unnamed: 30 | Unnamed: 31 | Unnamed: 32 | Unnamed: 33 | Unnamed: 34 | Unnamed: 35 | Unnamed: 36 | Unnamed: 37 | Unnamed: 38 | Unnamed: 39 | Unnamed: 40 | Unnamed: 41 | Unnamed: 42 | Unnamed: 43 | Unnamed: 44 | Unnamed: 45 | Unnamed: 46 | Unnamed: 47 | Unnamed: 48 | Unnamed: 49 | Unnamed: 50 | Unnamed: 51 | Unnamed: 52 | Unnamed: 53 | Unnamed: 54 | Unnamed: 55 | Unnamed: 56 | Unnamed: 57 | Unnamed: 58 | Unnamed: 59 | Unnamed: 60 | Unnamed: 61 | Unnamed: 62 | Unnamed: 63 | Unnamed: 64 | |
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0 | <NA> | 1. 인/허가 옥외광고물 건수 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 2. 인/허가 \n옥외광고물 \n연간 수수료 (천원) | 3. 옥외광고 \n등록업체수 | 4. 옥외광고 \n안전점검수 | 5. 옥외광고 담당 공무원수 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 6. 불법광고물 정비건수 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 7. 불법광고물 행정처분 건수 | NaN | NaN | NaN | NaN | NaN | NaN | 8. 불법광고물 행정처분 부과금액 (천원) | NaN | NaN | 9. 옥외광고 정비기금(천원) | NaN | NaN | NaN |
1 | <NA> | 계 | 가로형 간판 | 세로형 간판 | 돌출간판 | 공연간판 | 옥상간판 | 지주(支柱) \n이용 간판 | 애드벌룬 | 공공시설물 \n이용 광고물 | 교통시설 \n이용 광고물 | 교통수단 \n이용 광고물 | 선전탑 | 아치광고물 | 창문 이용 \n광고물 | 현수막 | 벽보 | 전단 | NaN | NaN | NaN | NaN | 5급이상 | NaN | NaN | NaN | 6급 | NaN | NaN | NaN | 7급이하 | NaN | NaN | NaN | 계 | 가로형 간판 | 세로형 간판 | 돌출간판 | 옥상간판 | 지주(支柱)\n 이용 간판 | 공공시설물\n이용광고물 | 창문 이용 \n광고물 | 교통수단 \n이용 광고물 | 애드벌룬 | 기타(공연,\n선전탑,아치등) | 현수막 | 입간판 | 에어라이트 | 벽보 | 전단 | 기타 | 계 | 이행강제금 | 과태료 | 영업정지\n∙폐쇄(등록취소) | 고발 | 계고 | 기타\n(단전, 단수 등) | 계 | 이행강제금 \n부과금액 | 과태료\n부과금액 | '14년 단년도 정비기금 현황 | NaN | NaN | '14년말\n잔액\n(이월금포함) |
2 | <NA> | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 계 | 소계 | 1년미만 | 1~2년미만 | 2년 이상 | 소계 | 1년미만 | 1~2년미만 | 2년 이상 | 소계 | 1년미만 | 1~2년미만 | 2년 이상 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | '14년 \n조성금액 | '14년 \n집행금액 | 집행율(%) | NaN |
3 | <NA> | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 319 | 25 | 17 | 2 | 6 | 68 | 31 | 19 | 18 | 226 | 116 | 57 | 53 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
4 | 서울특별시 | 35715 | 12481 | 78 | 2561 | 3 | 24 | 136 | 1 | 665 | 43 | 472 | 0 | 0 | 1 | 12627 | 4564 | 2059 | 655172.98 | 1437 | 6337 | 5 | 1 | 1 | 0 | 0 | 2 | 1 | 0 | 1 | 2 | 2 | 0 | 0 | 22034144 | 4778 | 1339 | 2999 | 154 | 787 | 13 | 3937 | 232 | 2 | 223 | 729963 | 29924 | 189755 | 7420921 | 12921346 | 727771 | 92603 | 1623 | 25510 | 0 | 316 | 65153 | 1 | 15507009 | 1337572 | 14169437 | 9236957 | 3571733 | 38.667853 | 17328470 |
5 | 종로구 | 955 | 279 | 2 | 80 | 1 | NaN | 5 | NaN | 50 | NaN | NaN | NaN | NaN | NaN | 23 | 248 | 267 | 11441 | 9 | 255 | 19 | 1 | 1 | NaN | NaN | 7 | 2 | NaN | 5 | 11 | 3 | 4 | 4 | 170931 | 190 | 330 | 260 | 12 | 75 | 12 | 310 | 15 | 2 | 5 | 11970 | 1680 | 150 | 97490 | 47830 | 10600 | 1225 | 201 | 423 | 0 | 11 | 590 | 0 | 288791 | 115560 | 173231 | 350425 | 0 | 0 | 1158684 |
6 | 중구 | 710 | 445 | 6 | 221 | 0 | 5 | 6 | 0 | 8 | 0 | 19 | 0 | 0 | 0 | 0 | 0 | 0 | 112687 | 8 | 228 | 17 | 1 | 1 | NaN | NaN | 4 | 4 | NaN | NaN | 12 | 11 | NaN | 1 | 41559 | 287 | 26 | 136 | 41 | 26 | 0 | 49 | 1 | 0 | 15 | 10060 | 297 | 37 | 29457 | 935 | 192 | 8430 | 143 | 1569 | 0 | 7 | 6711 | 0 | 454942 | 240801 | 214141 | 409666 | 400 | 0.097641 | 1084349 |
7 | 용산구 | 1106 | 471 | 2 | 56 | NaN | NaN | 5 | NaN | 45 | NaN | 1 | NaN | NaN | NaN | 95 | 411 | 20 | 18759 | 8 | 372 | 16 | 1 | 1 | NaN | NaN | 3 | NaN | 1 | 2 | 12 | 4 | 3 | 5 | 314346 | 140 | NaN | 92 | 3 | 3 | NaN | 2 | 9 | NaN | 2 | 24297 | 980 | 120 | 17543 | 271150 | 5 | 306 | 26 | 113 | NaN | 50 | 117 | NaN | 271074 | 42700 | 228374 | 287850 | 215680 | 74.927914 | 519591 |
8 | 성동구 | 594 | 492 | 0 | 65 | 0 | 1 | 8 | 0 | 5 | 0 | 18 | 0 | 0 | NaN | 2 | 0 | 3 | 6159 | 106 | 185 | 11 | 0 | NaN | NaN | NaN | 2 | NaN | 2 | NaN | 9 | 6 | 1 | 2 | 72191 | 297 | 66 | 46 | 0 | 122 | 0 | 25 | 0 | 0 | 0 | 20424 | 256 | 140 | 34793 | 16022 | 0 | 6799 | 13 | 366 | 0 | 0 | 6420 | 0 | 100445 | 7650 | 92795 | 115430 | 48264 | 41.812354 | 448111 |
9 | 광진구 | 1334 | 324 | 1 | 370 | 0 | 1 | 4 | 0 | 29 | 0 | 26 | 0 | 0 | 0 | 348 | 202 | 29 | 31803 | 18 | 427 | 11 | 1 | 1 | NaN | NaN | 1 | NaN | 1 | NaN | 9 | 4 | 1 | 4 | 1193390 | 37 | 8 | 12 | 0 | 7 | 0 | 46 | 0 | 0 | 5 | 59157 | 453 | 542 | 537160 | 595963 | 0 | 996 | 11 | 155 | 0 | 0 | 830 | 0 | 291099 | 13345 | 277754 | 52659 | 0 | 0 | 52659 |
Unnamed: 0 | Unnamed: 1 | Unnamed: 2 | Unnamed: 3 | Unnamed: 4 | Unnamed: 5 | Unnamed: 6 | Unnamed: 7 | Unnamed: 8 | Unnamed: 9 | Unnamed: 10 | Unnamed: 11 | Unnamed: 12 | Unnamed: 13 | Unnamed: 14 | Unnamed: 15 | Unnamed: 16 | Unnamed: 17 | Unnamed: 18 | Unnamed: 19 | Unnamed: 20 | Unnamed: 21 | Unnamed: 22 | Unnamed: 23 | Unnamed: 24 | Unnamed: 25 | Unnamed: 26 | Unnamed: 27 | Unnamed: 28 | Unnamed: 29 | Unnamed: 30 | Unnamed: 31 | Unnamed: 32 | Unnamed: 33 | Unnamed: 34 | Unnamed: 35 | Unnamed: 36 | Unnamed: 37 | Unnamed: 38 | Unnamed: 39 | Unnamed: 40 | Unnamed: 41 | Unnamed: 42 | Unnamed: 43 | Unnamed: 44 | Unnamed: 45 | Unnamed: 46 | Unnamed: 47 | Unnamed: 48 | Unnamed: 49 | Unnamed: 50 | Unnamed: 51 | Unnamed: 52 | Unnamed: 53 | Unnamed: 54 | Unnamed: 55 | Unnamed: 56 | Unnamed: 57 | Unnamed: 58 | Unnamed: 59 | Unnamed: 60 | Unnamed: 61 | Unnamed: 62 | Unnamed: 63 | Unnamed: 64 | |
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239 | 고성군 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 | 0 | NaN | NaN | NaN | 0 | NaN | NaN | NaN | 0 | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN |
240 | 남해군 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 | 0 | NaN | NaN | NaN | 0 | NaN | NaN | NaN | 0 | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN |
241 | 하동군 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 | 0 | NaN | NaN | NaN | 0 | NaN | NaN | NaN | 0 | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN |
242 | 산청군 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 | 0 | NaN | NaN | NaN | 0 | NaN | NaN | NaN | 0 | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN |
243 | 함양군 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 | 0 | NaN | NaN | NaN | 0 | NaN | NaN | NaN | 0 | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN |
244 | 거창군 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 | 0 | NaN | NaN | NaN | 0 | NaN | NaN | NaN | 0 | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN |
245 | 합천군 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 | 0 | NaN | NaN | NaN | 0 | NaN | NaN | NaN | 0 | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN |
246 | 제주특별자치도 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | NaN | NaN | NaN | 0 | NaN | NaN | NaN | 0 | NaN | NaN | NaN | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | NaN | 0 |
247 | 제주시 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 | 0 | NaN | NaN | NaN | 0 | NaN | NaN | NaN | 0 | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN |
248 | 서귀포시 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 | 0 | NaN | NaN | NaN | 0 | NaN | NaN | NaN | 0 | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN | 0 | NaN | NaN | NaN | NaN | NaN | NaN |
Most frequently occurring
Unnamed: 0 | # duplicates | |
---|---|---|
3 | 동구 | 6 |
6 | 중구 | 6 |
2 | 남구 | 5 |
5 | 서구 | 5 |
4 | 북구 | 4 |
7 | <NA> | 4 |
0 | 강서구 | 2 |
1 | 고성군 | 2 |