Dataset statistics
Number of variables | 4 |
---|---|
Number of observations | 55 |
Missing cells | 79 |
Missing cells (%) | 35.9% |
Duplicate rows | 0 |
Duplicate rows (%) | 0.0% |
Total size in memory | 1.8 KiB |
Average record size in memory | 34.4 B |
Variable types
Text | 3 |
---|---|
Categorical | 1 |
Dataset
Description | 예향천리마실길주요노선201511 |
---|---|
Author | 전라북도 |
URL | https://www.bigdatahub.go.kr/opendata/dataSet/detail.nm?contentId=37&rlik=49451aebf056b486&serviceId=202557 |
예향천리 마실길 조성현황(2015.11) has 38 (69.1%) missing values | Missing |
Unnamed: 1 has 2 (3.6%) missing values | Missing |
Unnamed: 2 has 39 (70.9%) missing values | Missing |
Reproduction
Analysis started | 2024-03-14 02:15:59.166269 |
---|---|
Analysis finished | 2024-03-14 02:15:59.895398 |
Duration | 0.73 seconds |
Software version | ydata-profiling vv4.5.1 |
Download configuration | config.json |
MISSING
 
Distinct | 17 |
---|---|
Distinct (%) | 100.0% |
Missing | 38 |
Missing (%) | 69.1% |
Memory size | 572.0 B |
Value | Count | Frequency (%) |
단위 | 1 | 4.5% |
1 | 4.5% | |
완주군 | 1 | 4.5% |
고창군 | 1 | 4.5% |
순창군 | 1 | 4.5% |
임실군 | 1 | 4.5% |
장수군 | 1 | 4.5% |
무주군 | 1 | 4.5% |
진안군 | 1 | 4.5% |
김제시 | 1 | 4.5% |
Other values (12) | 12 |
Most occurring characters
Value | Count | Frequency (%) |
16 | ||
군 | 11 | 14.3% |
시 | 8 | 10.4% |
주 | 3 | 3.9% |
산 | 2 | 2.6% |
안 | 2 | 2.6% |
창 | 2 | 2.6% |
원 | 2 | 2.6% |
? | 1 | 1.3% |
김 | 1 | 1.3% |
Other values (29) | 29 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 52 | |
Space Separator | 16 | 20.8% |
Other Punctuation | 3 | 3.9% |
Decimal Number | 2 | 2.6% |
Lowercase Letter | 2 | 2.6% |
Open Punctuation | 1 | 1.3% |
Close Punctuation | 1 | 1.3% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
군 | 11 | |
시 | 8 | |
주 | 3 | 5.8% |
산 | 2 | 3.8% |
안 | 2 | 3.8% |
창 | 2 | 3.8% |
원 | 2 | 3.8% |
김 | 1 | 1.9% |
제 | 1 | 1.9% |
진 | 1 | 1.9% |
Other values (19) | 19 |
Other Punctuation
Value | Count | Frequency (%) |
? | 1 | |
, | 1 | |
: | 1 |
Decimal Number
Value | Count | Frequency (%) |
4 | 1 | |
1 | 1 |
Lowercase Letter
Value | Count | Frequency (%) |
m | 1 | |
k | 1 |
Space Separator
Value | Count | Frequency (%) |
16 |
Open Punctuation
Value | Count | Frequency (%) |
( | 1 |
Close Punctuation
Value | Count | Frequency (%) |
) | 1 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 52 | |
Common | 23 | |
Latin | 2 | 2.6% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
군 | 11 | |
시 | 8 | |
주 | 3 | 5.8% |
산 | 2 | 3.8% |
안 | 2 | 3.8% |
창 | 2 | 3.8% |
원 | 2 | 3.8% |
김 | 1 | 1.9% |
제 | 1 | 1.9% |
진 | 1 | 1.9% |
Other values (19) | 19 |
Common
Value | Count | Frequency (%) |
16 | ||
? | 1 | 4.3% |
( | 1 | 4.3% |
4 | 1 | 4.3% |
1 | 1 | 4.3% |
) | 1 | 4.3% |
, | 1 | 4.3% |
: | 1 | 4.3% |
Latin
Value | Count | Frequency (%) |
m | 1 | |
k | 1 |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 52 | |
ASCII | 25 |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
16 | ||
? | 1 | 4.0% |
( | 1 | 4.0% |
4 | 1 | 4.0% |
1 | 1 | 4.0% |
) | 1 | 4.0% |
, | 1 | 4.0% |
m | 1 | 4.0% |
k | 1 | 4.0% |
: | 1 | 4.0% |
Hangul
Value | Count | Frequency (%) |
군 | 11 | |
시 | 8 | |
주 | 3 | 5.8% |
산 | 2 | 3.8% |
안 | 2 | 3.8% |
창 | 2 | 3.8% |
원 | 2 | 3.8% |
김 | 1 | 1.9% |
제 | 1 | 1.9% |
진 | 1 | 1.9% |
Other values (19) | 19 |
Unnamed: 1
Text
MISSING
 
Distinct | 51 |
---|---|
Distinct (%) | 96.2% |
Missing | 2 |
Missing (%) | 3.6% |
Memory size | 572.0 B |
Length
Max length | 21 |
---|---|
Median length | 17 |
Mean length | 11.981132 |
Min length | 4 |
Characters and Unicode
Total characters | 635 |
---|---|
Distinct characters | 160 |
Distinct categories | 7 ? |
Distinct scripts | 2 ? |
Distinct blocks | 3 ? |
Unique
Unique | 50 ? |
---|---|
Unique (%) | 94.3% |
Sample
1st row | 주 요 노 선 |
---|---|
2nd row | ?모악산마실길 |
3rd row | (원당마을 →체련공원 → 독배마을) |
4th row | ?천년전주마실길 |
5th row | (아태무형→다가공원→전통문화센터) |
Value | Count | Frequency (%) |
→ | 7 | 8.8% |
모악산마실길 | 3 | 3.8% |
명품길 | 2 | 2.5% |
원덕현 | 2 | 2.5% |
예향천리순창마실길 | 2 | 2.5% |
굴암→ | 1 | 1.2% |
마암마을 | 1 | 1.2% |
서면마을→안성면→ | 1 | 1.2% |
예향천리백두대산마실길 | 1 | 1.2% |
잠두마을 | 1 | 1.2% |
Other values (59) | 59 |
Most occurring characters
Value | Count | Frequency (%) |
→ | 49 | 7.7% |
35 | 5.5% | |
마 | 35 | 5.5% |
) | 27 | 4.3% |
길 | 27 | 4.3% |
( | 27 | 4.3% |
? | 26 | 4.1% |
을 | 18 | 2.8% |
산 | 16 | 2.5% |
실 | 14 | 2.2% |
Other values (150) | 361 |
Most occurring categories
Value | Count | Frequency (%) |
Other Letter | 467 | |
Math Symbol | 51 | 8.0% |
Space Separator | 35 | 5.5% |
Close Punctuation | 27 | 4.3% |
Open Punctuation | 27 | 4.3% |
Other Punctuation | 26 | 4.1% |
Decimal Number | 2 | 0.3% |
Most frequent character per category
Other Letter
Value | Count | Frequency (%) |
마 | 35 | 7.5% |
길 | 27 | 5.8% |
을 | 18 | 3.9% |
산 | 16 | 3.4% |
실 | 14 | 3.0% |
수 | 11 | 2.4% |
원 | 11 | 2.4% |
리 | 11 | 2.4% |
사 | 10 | 2.1% |
천 | 9 | 1.9% |
Other values (142) | 305 |
Math Symbol
Value | Count | Frequency (%) |
→ | 49 | |
~ | 2 | 3.9% |
Decimal Number
Value | Count | Frequency (%) |
4 | 1 | |
1 | 1 |
Space Separator
Value | Count | Frequency (%) |
35 |
Close Punctuation
Value | Count | Frequency (%) |
) | 27 |
Open Punctuation
Value | Count | Frequency (%) |
( | 27 |
Other Punctuation
Value | Count | Frequency (%) |
? | 26 |
Most occurring scripts
Value | Count | Frequency (%) |
Hangul | 467 | |
Common | 168 | 26.5% |
Most frequent character per script
Hangul
Value | Count | Frequency (%) |
마 | 35 | 7.5% |
길 | 27 | 5.8% |
을 | 18 | 3.9% |
산 | 16 | 3.4% |
실 | 14 | 3.0% |
수 | 11 | 2.4% |
원 | 11 | 2.4% |
리 | 11 | 2.4% |
사 | 10 | 2.1% |
천 | 9 | 1.9% |
Other values (142) | 305 |
Common
Value | Count | Frequency (%) |
→ | 49 | |
35 | ||
) | 27 | |
( | 27 | |
? | 26 | |
~ | 2 | 1.2% |
4 | 1 | 0.6% |
1 | 1 | 0.6% |
Most occurring blocks
Value | Count | Frequency (%) |
Hangul | 467 | |
ASCII | 119 | 18.7% |
Arrows | 49 | 7.7% |
Most frequent character per block
Arrows
Value | Count | Frequency (%) |
→ | 49 |
ASCII
Value | Count | Frequency (%) |
35 | ||
) | 27 | |
( | 27 | |
? | 26 | |
~ | 2 | 1.7% |
4 | 1 | 0.8% |
1 | 1 | 0.8% |
Hangul
Value | Count | Frequency (%) |
마 | 35 | 7.5% |
길 | 27 | 5.8% |
을 | 18 | 3.9% |
산 | 16 | 3.4% |
실 | 14 | 3.0% |
수 | 11 | 2.4% |
원 | 11 | 2.4% |
리 | 11 | 2.4% |
사 | 10 | 2.1% |
천 | 9 | 1.9% |
Other values (142) | 305 |
Unnamed: 2
Text
MISSING
 
Distinct | 15 |
---|---|
Distinct (%) | 93.8% |
Missing | 39 |
Missing (%) | 70.9% |
Memory size | 572.0 B |
Value | Count | Frequency (%) |
57 | 2 | 12.5% |
연장 | 1 | 6.2% |
800 | 1 | 6.2% |
39 | 1 | 6.2% |
38 | 1 | 6.2% |
83 | 1 | 6.2% |
33 | 1 | 6.2% |
37 | 1 | 6.2% |
60 | 1 | 6.2% |
34 | 1 | 6.2% |
Other values (5) | 5 |
Most occurring characters
Value | Count | Frequency (%) |
3 | 8 | |
5 | 4 | |
7 | 3 | 8.8% |
8 | 3 | 8.8% |
0 | 3 | 8.8% |
9 | 3 | 8.8% |
6 | 2 | 5.9% |
4 | 2 | 5.9% |
2 | 2 | 5.9% |
1 | 2 | 5.9% |
Other values (2) | 2 | 5.9% |
Most occurring categories
Value | Count | Frequency (%) |
Decimal Number | 32 | |
Other Letter | 2 | 5.9% |
Most frequent character per category
Decimal Number
Value | Count | Frequency (%) |
3 | 8 | |
5 | 4 | |
7 | 3 | 9.4% |
8 | 3 | 9.4% |
0 | 3 | 9.4% |
9 | 3 | 9.4% |
6 | 2 | 6.2% |
4 | 2 | 6.2% |
2 | 2 | 6.2% |
1 | 2 | 6.2% |
Other Letter
Value | Count | Frequency (%) |
연 | 1 | |
장 | 1 |
Most occurring scripts
Value | Count | Frequency (%) |
Common | 32 | |
Hangul | 2 | 5.9% |
Most frequent character per script
Common
Value | Count | Frequency (%) |
3 | 8 | |
5 | 4 | |
7 | 3 | 9.4% |
8 | 3 | 9.4% |
0 | 3 | 9.4% |
9 | 3 | 9.4% |
6 | 2 | 6.2% |
4 | 2 | 6.2% |
2 | 2 | 6.2% |
1 | 2 | 6.2% |
Hangul
Value | Count | Frequency (%) |
연 | 1 | |
장 | 1 |
Most occurring blocks
Value | Count | Frequency (%) |
ASCII | 32 | |
Hangul | 2 | 5.9% |
Most frequent character per block
ASCII
Value | Count | Frequency (%) |
3 | 8 | |
5 | 4 | |
7 | 3 | 9.4% |
8 | 3 | 9.4% |
0 | 3 | 9.4% |
9 | 3 | 9.4% |
6 | 2 | 6.2% |
4 | 2 | 6.2% |
2 | 2 | 6.2% |
1 | 2 | 6.2% |
Hangul
Value | Count | Frequency (%) |
연 | 1 | |
장 | 1 |
Unnamed: 3
Categorical
Distinct | 4 |
---|---|
Distinct (%) | 7.3% |
Missing | 0 |
Missing (%) | 0.0% |
Memory size | 572.0 B |
<NA> | |
---|---|
‘10~’11 | |
조성연도 | 1 |
‘10 | 1 |
Length
Max length | 7 |
---|---|
Median length | 4 |
Mean length | 4.7454545 |
Min length | 3 |
Unique
Unique | 2 ? |
---|---|
Unique (%) | 3.6% |
Sample
1st row | <NA> |
---|---|
2nd row | 조성연도 |
3rd row | ‘10~’11 |
4th row | ‘10~’11 |
5th row | <NA> |
Common Values
Value | Count | Frequency (%) |
<NA> | 39 | |
‘10~’11 | 14 | 25.5% |
조성연도 | 1 | 1.8% |
‘10 | 1 | 1.8% |
Length
Common Values (Plot)
Value | Count | Frequency (%) |
na | 39 | |
‘10~’11 | 14 | 25.5% |
조성연도 | 1 | 1.8% |
‘10 | 1 | 1.8% |
예향천리 마실길 조성현황(2015.11) | Unnamed: 1 | Unnamed: 2 | Unnamed: 3 | |
---|---|---|---|---|
예향천리 마실길 조성현황(2015.11) | 1.000 | 1.000 | 1.000 | 1.000 |
Unnamed: 1 | 1.000 | 1.000 | 0.953 | 1.000 |
Unnamed: 2 | 1.000 | 0.953 | 1.000 | 0.000 |
Unnamed: 3 | 1.000 | 1.000 | 0.000 | 1.000 |
예향천리 마실길 조성현황(2015.11) | Unnamed: 1 | Unnamed: 2 | Unnamed: 3 | |
---|---|---|---|---|
0 | (단위 : km, 백만원) | <NA> | <NA> | <NA> |
1 | 시? 군 | 주 요 노 선 | 연장 | 조성연도 |
2 | 14개 시군 | <NA> | 800 | ‘10~’11 |
3 | 전주시 | ?모악산마실길 | 39 | ‘10~’11 |
4 | <NA> | (원당마을 →체련공원 → 독배마을) | <NA> | <NA> |
5 | <NA> | ?천년전주마실길 | <NA> | <NA> |
6 | <NA> | (아태무형→다가공원→전통문화센터) | <NA> | <NA> |
7 | 군산시 | ?군산마실길 | 38 | ‘10~’11 |
8 | <NA> | (군산저수지→백석제 → 은파호수공원) | <NA> | <NA> |
9 | <NA> | ?선유도길 | <NA> | <NA> |
예향천리 마실길 조성현황(2015.11) | Unnamed: 1 | Unnamed: 2 | Unnamed: 3 | |
---|---|---|---|---|
45 | 순창군 | ?예향천리순창마실길 1코스 | 26 | ‘10~’11 |
46 | <NA> | (입석마을→도왕마을→강경마을) | <NA> | <NA> |
47 | <NA> | ?예향천리순창마실길 4코스 | <NA> | <NA> |
48 | <NA> | (내월초→도왕마을→강경마을) | <NA> | <NA> |
49 | 고창군 | ?역사길 | 94 | ‘10~’11 |
50 | <NA> | (무장읍성→천수정→사신원) | <NA> | <NA> |
51 | <NA> | ?수변길 | <NA> | <NA> |
52 | <NA> | (석남리→용대저수지→두암저수지) | <NA> | <NA> |
53 | 부안군 | ?부안마실길 | 115 | ‘10~’11 |
54 | <NA> | (새만금전시관 →줄포 부안자연생태공원) | <NA> | <NA> |