gimi9 Pandas Profiling

Dataset statistics

Number of variables	18
Number of observations	111
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	17.5 KiB
Average record size in memory	161.2 B

Variable types

Text	1
Numeric	16
Categorical	1

Dataset

Description	서울특별시 광진구 연령별인구현황에 대한 데이터로, 광진구 1세대 단위 연령, 동별 인구현황에 대한 정보를 제공합니다.
Author	서울특별시 광진구
URL	https://www.data.go.kr/data/15052328/fileData.do

Alerts

`데이터기준일자` has constant value ""	Constant
`광진구` is highly overall correlated with `중곡제1동` and 14 other fields	High correlation
`중곡제1동` is highly overall correlated with `광진구` and 14 other fields	High correlation
`중곡제2동` is highly overall correlated with `광진구` and 14 other fields	High correlation
`중곡제3동` is highly overall correlated with `광진구` and 14 other fields	High correlation
`중곡제4동` is highly overall correlated with `광진구` and 14 other fields	High correlation
`능동` is highly overall correlated with `광진구` and 14 other fields	High correlation
`구의제1동` is highly overall correlated with `광진구` and 14 other fields	High correlation
`구의제2동` is highly overall correlated with `광진구` and 14 other fields	High correlation
`구의제3동` is highly overall correlated with `광진구` and 14 other fields	High correlation
`광장동` is highly overall correlated with `광진구` and 14 other fields	High correlation
`자양제1동` is highly overall correlated with `광진구` and 14 other fields	High correlation
`자양제2동` is highly overall correlated with `광진구` and 14 other fields	High correlation
`자양제3동` is highly overall correlated with `광진구` and 14 other fields	High correlation
`자양제4동` is highly overall correlated with `광진구` and 14 other fields	High correlation
`화양동` is highly overall correlated with `광진구` and 14 other fields	High correlation
`군자동` is highly overall correlated with `광진구` and 14 other fields	High correlation
`연령` has unique values	Unique
`광진구` has 2 (1.8%) zeros	Zeros
`중곡제1동` has 11 (9.9%) zeros	Zeros
`중곡제2동` has 9 (8.1%) zeros	Zeros
`중곡제3동` has 12 (10.8%) zeros	Zeros
`중곡제4동` has 8 (7.2%) zeros	Zeros
`능동` has 11 (9.9%) zeros	Zeros
`구의제1동` has 8 (7.2%) zeros	Zeros
`구의제2동` has 7 (6.3%) zeros	Zeros
`구의제3동` has 7 (6.3%) zeros	Zeros
`광장동` has 8 (7.2%) zeros	Zeros
`자양제1동` has 11 (9.9%) zeros	Zeros
`자양제2동` has 8 (7.2%) zeros	Zeros
`자양제3동` has 9 (8.1%) zeros	Zeros
`자양제4동` has 9 (8.1%) zeros	Zeros
`화양동` has 10 (9.0%) zeros	Zeros
`군자동` has 9 (8.1%) zeros	Zeros

Reproduction

Analysis started	2024-03-14 14:20:34.353636
Analysis finished	2024-03-14 14:21:34.130049
Duration	59.78 seconds
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

연령
Text

UNIQUE

Distinct	111
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	1016.0 B

Length

Max length	7
Median length	3
Mean length	3.036036
Min length	2

Characters and Unicode

Total characters	337
Distinct characters	14
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	111 ?
Unique (%)	100.0%

Sample

1st row	0세
2nd row	1세
3rd row	2세
4th row	3세
5th row	4세

Value	Count	Frequency (%)
0세	1	0.9%
27세	1	0.9%
82세	1	0.9%
81세	1	0.9%
80세	1	0.9%
79세	1	0.9%
78세	1	0.9%
77세	1	0.9%
76세	1	0.9%
75세	1	0.9%
Other values (102)	102	91.1%

Most occurring characters

Value	Count	Frequency (%)
세	111	32.9%
1	33	9.8%
0	22	6.5%
2	21	6.2%
7	21	6.2%
3	21	6.2%
4	21	6.2%
5	21	6.2%
6	21	6.2%
8	21	6.2%
Other values (4)	24	7.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	223	66.2%
Other Letter	113	33.5%
Space Separator	1	0.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	33	14.8%
0	22	9.9%
2	21	9.4%
7	21	9.4%
3	21	9.4%
4	21	9.4%
5	21	9.4%
6	21	9.4%
8	21	9.4%
9	21	9.4%

Other Letter

Value	Count	Frequency (%)
세	111	98.2%
이	1	0.9%
상	1	0.9%

Space Separator

Value	Count	Frequency (%)
	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	224	66.5%
Hangul	113	33.5%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	33	14.7%
0	22	9.8%
2	21	9.4%
7	21	9.4%
3	21	9.4%
4	21	9.4%
5	21	9.4%
6	21	9.4%
8	21	9.4%
9	21	9.4%

Hangul

Value	Count	Frequency (%)
세	111	98.2%
이	1	0.9%
상	1	0.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	224	66.5%
Hangul	113	33.5%

Most frequent character per block

Hangul

Value	Count	Frequency (%)
세	111	98.2%
이	1	0.9%
상	1	0.9%

ASCII

Value	Count	Frequency (%)
1	33	14.7%
0	22	9.8%
2	21	9.4%
7	21	9.4%
3	21	9.4%
4	21	9.4%
5	21	9.4%
6	21	9.4%
8	21	9.4%
9	21	9.4%

광진구
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	106
Distinct (%)	95.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3023.009

Minimum	0
Maximum	7562
Zeros	2
Zeros (%)	1.8%
Negative	0
Negative (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	0
5-th percentile	3.5
Q1	1190
median	2485
Q3	4967.5
95-th percentile	6848.5
Maximum	7562
Range	7562
Interquartile range (IQR)	3777.5

Descriptive statistics

Standard deviation	2229.5302
Coefficient of variation (CV)	0.73752019
Kurtosis	-1.1886498
Mean	3023.009
Median Absolute Deviation (MAD)	2215
Skewness	0.17375177
Sum	335554
Variance	4970804.9
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	3	2.7%
4	3	2.7%
0	2	1.8%
1120	1	0.9%
3939	1	0.9%
1946	1	0.9%
2485	1	0.9%
2487	1	0.9%
2333	1	0.9%
2445	1	0.9%
Other values (96)	96	86.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2	1.8%
1	3	2.7%
3	1	0.9%
4	3	2.7%
12	1	0.9%
13	1	0.9%
30	1	0.9%
33	1	0.9%
34	1	0.9%
84	1	0.9%

Value	Count	Frequency (%)
7562	1	0.9%
7427	1	0.9%
7302	1	0.9%
7103	1	0.9%
7048	1	0.9%
7032	1	0.9%
6665	1	0.9%
6448	1	0.9%
5971	1	0.9%
5754	1	0.9%

중곡제1동
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	84
Distinct (%)	75.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	137.28829

Minimum	0
Maximum	446
Zeros	11
Zeros (%)	9.9%
Negative	0
Negative (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	48
median	104
Q3	225
95-th percentile	354
Maximum	446
Range	446
Interquartile range (IQR)	177

Descriptive statistics

Standard deviation	116.23256
Coefficient of variation (CV)	0.84663126
Kurtosis	-0.1906072
Mean	137.28829
Median Absolute Deviation (MAD)	95
Skewness	0.71458548
Sum	15239
Variance	13510.007
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11	9.9%
66	3	2.7%
226	3	2.7%
236	3	2.7%
57	3	2.7%
59	2	1.8%
227	2	1.8%
20	2	1.8%
71	2	1.8%
73	2	1.8%
Other values (74)	78	70.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	11	9.9%
1	1	0.9%
2	2	1.8%
3	2	1.8%
6	1	0.9%
8	1	0.9%
9	1	0.9%
16	1	0.9%
18	1	0.9%
19	1	0.9%

Value	Count	Frequency (%)
446	1	0.9%
442	1	0.9%
430	1	0.9%
409	1	0.9%
400	1	0.9%
365	1	0.9%
343	1	0.9%
336	1	0.9%
323	1	0.9%
305	1	0.9%

중곡제2동
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	89
Distinct (%)	80.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	184.87387

Minimum	0
Maximum	528
Zeros	9
Zeros (%)	8.1%
Negative	0
Negative (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	59
median	148
Q3	315.5
95-th percentile	401
Maximum	528
Range	528
Interquartile range (IQR)	256.5

Descriptive statistics

Standard deviation	143.57628
Coefficient of variation (CV)	0.77661746
Kurtosis	-1.0614291
Mean	184.87387
Median Absolute Deviation (MAD)	136
Skewness	0.30221546
Sum	20521
Variance	20614.148
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	9	8.1%
1	4	3.6%
6	3	2.7%
121	3	2.7%
334	2	1.8%
362	2	1.8%
138	2	1.8%
110	2	1.8%
462	2	1.8%
351	2	1.8%
Other values (79)	80	72.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9	8.1%
1	4	3.6%
3	1	0.9%
6	3	2.7%
7	2	1.8%
17	1	0.9%
18	1	0.9%
22	1	0.9%
23	1	0.9%
36	1	0.9%

Value	Count	Frequency (%)
528	1	0.9%
491	1	0.9%
477	1	0.9%
462	2	1.8%
418	1	0.9%
384	1	0.9%
375	1	0.9%
362	2	1.8%
360	1	0.9%
357	1	0.9%

중곡제3동
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	87
Distinct (%)	78.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	141.68468

Minimum	0
Maximum	366
Zeros	12
Zeros (%)	10.8%
Negative	0
Negative (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	54
median	117
Q3	238.5
95-th percentile	314.5
Maximum	366
Range	366
Interquartile range (IQR)	184.5

Descriptive statistics

Standard deviation	108.11812
Coefficient of variation (CV)	0.76308964
Kurtosis	-1.2713473
Mean	141.68468
Median Absolute Deviation (MAD)	100
Skewness	0.2165214
Sum	15727
Variance	11689.527
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	12	10.8%
58	3	2.7%
262	3	2.7%
5	2	1.8%
190	2	1.8%
78	2	1.8%
216	2	1.8%
228	2	1.8%
264	2	1.8%
99	2	1.8%
Other values (77)	79	71.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	12	10.8%
1	1	0.9%
2	1	0.9%
3	1	0.9%
5	2	1.8%
6	1	0.9%
8	1	0.9%
10	1	0.9%
11	1	0.9%
17	1	0.9%

Value	Count	Frequency (%)
366	1	0.9%
359	1	0.9%
331	1	0.9%
329	1	0.9%
320	1	0.9%
315	1	0.9%
314	1	0.9%
309	1	0.9%
293	1	0.9%
290	1	0.9%

중곡제4동
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	91
Distinct (%)	82.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	248.59459

Minimum	0
Maximum	583
Zeros	8
Zeros (%)	7.2%
Negative	0
Negative (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	91
median	232
Q3	403
95-th percentile	530
Maximum	583
Range	583
Interquartile range (IQR)	312

Descriptive statistics

Standard deviation	184.49471
Coefficient of variation (CV)	0.74215093
Kurtosis	-1.3391663
Mean	248.59459
Median Absolute Deviation (MAD)	155
Skewness	0.13817842
Sum	27594
Variance	34038.298
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	8	7.2%
1	4	3.6%
530	2	1.8%
12	2	1.8%
345	2	1.8%
348	2	1.8%
330	2	1.8%
197	2	1.8%
357	2	1.8%
524	2	1.8%
Other values (81)	83	74.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8	7.2%
1	4	3.6%
2	1	0.9%
3	1	0.9%
6	1	0.9%
11	1	0.9%
12	2	1.8%
17	1	0.9%
21	1	0.9%
31	1	0.9%

Value	Count	Frequency (%)
583	1	0.9%
553	1	0.9%
551	1	0.9%
550	1	0.9%
537	1	0.9%
530	2	1.8%
527	1	0.9%
525	1	0.9%
524	2	1.8%
516	1	0.9%

능동
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	81
Distinct (%)	73.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	99.972973

Minimum	0
Maximum	353
Zeros	11
Zeros (%)	9.9%
Negative	0
Negative (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	35
median	77
Q3	149
95-th percentile	294.5
Maximum	353
Range	353
Interquartile range (IQR)	114

Descriptive statistics

Standard deviation	90.161719
Coefficient of variation (CV)	0.90186094
Kurtosis	0.48826818
Mean	99.972973
Median Absolute Deviation (MAD)	63
Skewness	0.99728657
Sum	11097
Variance	8129.1356
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11	9.9%
1	4	3.6%
152	3	2.7%
45	3	2.7%
138	3	2.7%
53	2	1.8%
193	2	1.8%
121	2	1.8%
17	2	1.8%
5	2	1.8%
Other values (71)	77	69.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	11	9.9%
1	4	3.6%
2	1	0.9%
4	1	0.9%
5	2	1.8%
7	1	0.9%
8	1	0.9%
11	1	0.9%
14	1	0.9%
17	2	1.8%

Value	Count	Frequency (%)
353	1	0.9%
352	1	0.9%
337	1	0.9%
335	1	0.9%
306	1	0.9%
303	1	0.9%
286	1	0.9%
283	1	0.9%
260	1	0.9%
229	1	0.9%

구의제1동
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	85
Distinct (%)	76.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	208.35135

Minimum	0
Maximum	712
Zeros	8
Zeros (%)	7.2%
Negative	0
Negative (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	74
median	152
Q3	334.5
95-th percentile	566.5
Maximum	712
Range	712
Interquartile range (IQR)	260.5

Descriptive statistics

Standard deviation	179.20241
Coefficient of variation (CV)	0.86009717
Kurtosis	-0.13848577
Mean	208.35135
Median Absolute Deviation (MAD)	144
Skewness	0.76226983
Sum	23127
Variance	32113.503
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	8	7.2%
1	5	4.5%
22	3	2.7%
78	2	1.8%
126	2	1.8%
35	2	1.8%
309	2	1.8%
354	2	1.8%
347	2	1.8%
371	2	1.8%
Other values (75)	81	73.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8	7.2%
1	5	4.5%
2	1	0.9%
4	1	0.9%
6	1	0.9%
8	1	0.9%
9	1	0.9%
17	1	0.9%
22	3	2.7%
35	2	1.8%

Value	Count	Frequency (%)
712	1	0.9%
652	1	0.9%
642	1	0.9%
621	1	0.9%
603	1	0.9%
574	1	0.9%
559	1	0.9%
556	1	0.9%
521	1	0.9%
466	1	0.9%

구의제2동
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	93
Distinct (%)	83.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	230.72072

Minimum	0
Maximum	486
Zeros	7
Zeros (%)	6.3%
Negative	0
Negative (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	92
median	231
Q3	381.5
95-th percentile	444
Maximum	486
Range	486
Interquartile range (IQR)	289.5

Descriptive statistics

Standard deviation	157.9283
Coefficient of variation (CV)	0.68449986
Kurtosis	-1.3811869
Mean	230.72072
Median Absolute Deviation (MAD)	148
Skewness	-0.10009873
Sum	25610
Variance	24941.349
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	7	6.3%
1	3	2.7%
4	3	2.7%
400	2	1.8%
424	2	1.8%
203	2	1.8%
387	2	1.8%
190	2	1.8%
328	2	1.8%
137	2	1.8%
Other values (83)	84	75.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	7	6.3%
1	3	2.7%
2	2	1.8%
3	1	0.9%
4	3	2.7%
6	1	0.9%
9	1	0.9%
18	1	0.9%
20	1	0.9%
28	1	0.9%

Value	Count	Frequency (%)
486	1	0.9%
476	1	0.9%
470	1	0.9%
461	1	0.9%
452	1	0.9%
445	1	0.9%
443	1	0.9%
442	1	0.9%
440	1	0.9%
436	1	0.9%

구의제3동
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	92
Distinct (%)	82.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	250.81081

Minimum	0
Maximum	552
Zeros	7
Zeros (%)	6.3%
Negative	0
Negative (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	100.5
median	239
Q3	412
95-th percentile	502
Maximum	552
Range	552
Interquartile range (IQR)	311.5

Descriptive statistics

Standard deviation	174.89932
Coefficient of variation (CV)	0.69733566
Kurtosis	-1.3985033
Mean	250.81081
Median Absolute Deviation (MAD)	166
Skewness	-0.035515393
Sum	27840
Variance	30589.773
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	7	6.3%
1	4	3.6%
394	3	2.7%
412	2	1.8%
397	2	1.8%
430	2	1.8%
224	2	1.8%
384	2	1.8%
256	2	1.8%
5	2	1.8%
Other values (82)	83	74.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	7	6.3%
1	4	3.6%
2	1	0.9%
3	1	0.9%
5	2	1.8%
11	1	0.9%
13	1	0.9%
14	1	0.9%
22	1	0.9%
23	1	0.9%

Value	Count	Frequency (%)
552	1	0.9%
531	1	0.9%
512	1	0.9%
510	1	0.9%
507	1	0.9%
504	1	0.9%
500	1	0.9%
498	1	0.9%
494	1	0.9%
492	1	0.9%

광장동
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	93
Distinct (%)	83.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	306.04505

Minimum	0
Maximum	793
Zeros	8
Zeros (%)	7.2%
Negative	0
Negative (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	98
median	326
Q3	455.5
95-th percentile	740
Maximum	793
Range	793
Interquartile range (IQR)	357.5

Descriptive statistics

Standard deviation	234.05281
Coefficient of variation (CV)	0.76476587
Kurtosis	-0.95512566
Mean	306.04505
Median Absolute Deviation (MAD)	207
Skewness	0.32496839
Sum	33971
Variance	54780.716
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	8	7.2%
367	3	2.7%
372	2	1.8%
231	2	1.8%
1	2	1.8%
356	2	1.8%
419	2	1.8%
14	2	1.8%
337	2	1.8%
94	2	1.8%
Other values (83)	84	75.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8	7.2%
1	2	1.8%
2	1	0.9%
3	1	0.9%
4	1	0.9%
5	1	0.9%
14	2	1.8%
17	1	0.9%
18	1	0.9%
26	1	0.9%

Value	Count	Frequency (%)
793	1	0.9%
765	1	0.9%
763	1	0.9%
755	1	0.9%
749	1	0.9%
747	1	0.9%
733	1	0.9%
720	1	0.9%
700	1	0.9%
691	1	0.9%

자양제1동
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	91
Distinct (%)	82.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	196.69369

Minimum	0
Maximum	538
Zeros	11
Zeros (%)	9.9%
Negative	0
Negative (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	56.5
median	168
Q3	323.5
95-th percentile	489.5
Maximum	538
Range	538
Interquartile range (IQR)	267

Descriptive statistics

Standard deviation	153.6936
Coefficient of variation (CV)	0.78138551
Kurtosis	-0.93750572
Mean	196.69369
Median Absolute Deviation (MAD)	141
Skewness	0.35480293
Sum	21833
Variance	23621.724
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	11	9.9%
66	2	1.8%
126	2	1.8%
337	2	1.8%
233	2	1.8%
136	2	1.8%
114	2	1.8%
15	2	1.8%
128	2	1.8%
53	2	1.8%
Other values (81)	82	73.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	11	9.9%
1	1	0.9%
2	2	1.8%
3	1	0.9%
7	1	0.9%
9	1	0.9%
13	1	0.9%
15	2	1.8%
17	1	0.9%
29	1	0.9%

Value	Count	Frequency (%)
538	1	0.9%
533	1	0.9%
532	1	0.9%
509	1	0.9%
492	1	0.9%
490	1	0.9%
489	1	0.9%
426	1	0.9%
420	1	0.9%
395	1	0.9%

자양제2동
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	85
Distinct (%)	76.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	212.86486

Minimum	0
Maximum	468
Zeros	8
Zeros (%)	7.2%
Negative	0
Negative (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	86.5
median	180
Q3	366
95-th percentile	412.5
Maximum	468
Range	468
Interquartile range (IQR)	279.5

Descriptive statistics

Standard deviation	150.70812
Coefficient of variation (CV)	0.70799902
Kurtosis	-1.5002516
Mean	212.86486
Median Absolute Deviation (MAD)	160
Skewness	-0.037935159
Sum	23628
Variance	22712.936
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	8	7.2%
164	3	2.7%
360	3	2.7%
1	3	2.7%
391	2	1.8%
421	2	1.8%
333	2	1.8%
367	2	1.8%
387	2	1.8%
346	2	1.8%
Other values (75)	82	73.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	8	7.2%
1	3	2.7%
3	2	1.8%
4	1	0.9%
6	1	0.9%
8	1	0.9%
9	1	0.9%
10	1	0.9%
19	1	0.9%
20	1	0.9%

Value	Count	Frequency (%)
468	1	0.9%
435	1	0.9%
426	1	0.9%
421	2	1.8%
417	1	0.9%
408	1	0.9%
406	2	1.8%
399	1	0.9%
397	2	1.8%
393	1	0.9%

자양제3동
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	91
Distinct (%)	82.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	245.23423

Minimum	0
Maximum	514
Zeros	9
Zeros (%)	8.1%
Negative	0
Negative (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	113
median	249
Q3	386
95-th percentile	456
Maximum	514
Range	514
Interquartile range (IQR)	273

Descriptive statistics

Standard deviation	160.18268
Coefficient of variation (CV)	0.65318237
Kurtosis	-1.3225035
Mean	245.23423
Median Absolute Deviation (MAD)	139
Skewness	-0.188803
Sum	27221
Variance	25658.49
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	9	8.1%
364	2	1.8%
236	2	1.8%
384	2	1.8%
342	2	1.8%
448	2	1.8%
452	2	1.8%
398	2	1.8%
166	2	1.8%
374	2	1.8%
Other values (81)	84	75.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9	8.1%
1	1	0.9%
3	1	0.9%
4	2	1.8%
5	1	0.9%
8	1	0.9%
10	1	0.9%
14	1	0.9%
20	1	0.9%
27	1	0.9%

Value	Count	Frequency (%)
514	1	0.9%
489	1	0.9%
487	1	0.9%
476	1	0.9%
473	1	0.9%
460	1	0.9%
452	2	1.8%
449	1	0.9%
448	2	1.8%
447	1	0.9%

자양제4동
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	86
Distinct (%)	77.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	179.12613

Minimum	0
Maximum	485
Zeros	9
Zeros (%)	8.1%
Negative	0
Negative (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	74
median	172
Q3	305
95-th percentile	387.5
Maximum	485
Range	485
Interquartile range (IQR)	231

Descriptive statistics

Standard deviation	137.27789
Coefficient of variation (CV)	0.76637561
Kurtosis	-1.1590674
Mean	179.12613
Median Absolute Deviation (MAD)	122
Skewness	0.2591483
Sum	19883
Variance	18845.22
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	9	8.1%
1	4	3.6%
305	3	2.7%
79	2	1.8%
97	2	1.8%
145	2	1.8%
315	2	1.8%
330	2	1.8%
314	2	1.8%
258	2	1.8%
Other values (76)	81	73.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9	8.1%
1	4	3.6%
2	1	0.9%
5	1	0.9%
6	1	0.9%
9	1	0.9%
11	1	0.9%
14	1	0.9%
16	1	0.9%
20	1	0.9%

Value	Count	Frequency (%)
485	1	0.9%
480	1	0.9%
460	1	0.9%
436	1	0.9%
411	1	0.9%
395	1	0.9%
380	1	0.9%
372	1	0.9%
365	1	0.9%
355	1	0.9%

화양동
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	87
Distinct (%)	78.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	208.94595

Minimum	0
Maximum	1318
Zeros	10
Zeros (%)	9.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	29
median	104
Q3	209
95-th percentile	1073
Maximum	1318
Range	1318
Interquartile range (IQR)	180

Descriptive statistics

Standard deviation	309.96838
Coefficient of variation (CV)	1.483486
Kurtosis	4.8876849
Mean	208.94595
Median Absolute Deviation (MAD)	88
Skewness	2.3533015
Sum	23193
Variance	96080.397
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	10	9.0%
1	3	2.7%
209	3	2.7%
37	3	2.7%
45	2	1.8%
170	2	1.8%
223	2	1.8%
156	2	1.8%
104	2	1.8%
7	2	1.8%
Other values (77)	80	72.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	10	9.0%
1	3	2.7%
2	1	0.9%
5	2	1.8%
6	1	0.9%
7	2	1.8%
10	1	0.9%
14	1	0.9%
16	1	0.9%
20	1	0.9%

Value	Count	Frequency (%)
1318	1	0.9%
1289	1	0.9%
1258	1	0.9%
1190	1	0.9%
1161	1	0.9%
1156	1	0.9%
990	1	0.9%
895	1	0.9%
861	1	0.9%
793	1	0.9%

군자동
Real number (ℝ)

HIGH CORRELATION ZEROS

Distinct	92
Distinct (%)	82.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	171.8018

Minimum	0
Maximum	557
Zeros	9
Zeros (%)	8.1%
Negative	0
Negative (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	52.5
median	138
Q3	260.5
95-th percentile	478
Maximum	557
Range	557
Interquartile range (IQR)	208

Descriptive statistics

Standard deviation	146.19525
Coefficient of variation (CV)	0.85095295
Kurtosis	0.039730589
Mean	171.8018
Median Absolute Deviation (MAD)	108
Skewness	0.7857486
Sum	19070
Variance	21373.051
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	9	8.1%
245	3	2.7%
1	3	2.7%
81	2	1.8%
246	2	1.8%
272	2	1.8%
103	2	1.8%
285	2	1.8%
4	2	1.8%
6	2	1.8%
Other values (82)	82	73.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	9	8.1%
1	3	2.7%
2	1	0.9%
3	1	0.9%
4	2	1.8%
5	1	0.9%
6	2	1.8%
16	1	0.9%
18	1	0.9%
31	1	0.9%

Value	Count	Frequency (%)
557	1	0.9%
552	1	0.9%
539	1	0.9%
536	1	0.9%
511	1	0.9%
483	1	0.9%
473	1	0.9%
438	1	0.9%
424	1	0.9%
401	1	0.9%

데이터기준일자
Categorical

CONSTANT

Distinct	1
Distinct (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	1016.0 B

2023-12-31	111

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2023-12-31
2nd row	2023-12-31
3rd row	2023-12-31
4th row	2023-12-31
5th row	2023-12-31

Common Values

Value	Count	Frequency (%)
2023-12-31	111	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
2023-12-31	111	100.0%

Phik (φk)
Auto

Heatmap
Table

	광진구	중곡제1동	중곡제2동	중곡제3동	중곡제4동	능동	구의제1동	구의제2동	구의제3동	광장동	자양제1동	자양제2동	자양제3동	자양제4동	화양동	군자동
광진구	1.000	0.952	0.959	0.924	0.932	0.951	0.958	0.924	0.955	0.873	0.911	0.938	0.934	0.928	0.749	0.944
중곡제1동	0.952	1.000	0.959	0.942	0.915	0.963	0.962	0.873	0.887	0.874	0.863	0.894	0.860	0.945	0.778	0.953
중곡제2동	0.959	0.959	1.000	0.953	0.941	0.960	0.968	0.913	0.917	0.863	0.913	0.938	0.900	0.958	0.812	0.945
중곡제3동	0.924	0.942	0.953	1.000	0.944	0.908	0.920	0.904	0.905	0.857	0.866	0.910	0.900	0.952	0.693	0.926
중곡제4동	0.932	0.915	0.941	0.944	1.000	0.919	0.899	0.920	0.918	0.834	0.839	0.937	0.878	0.942	0.677	0.898
능동	0.951	0.963	0.960	0.908	0.919	1.000	0.976	0.904	0.903	0.871	0.852	0.895	0.859	0.942	0.840	0.950
구의제1동	0.958	0.962	0.968	0.920	0.899	0.976	1.000	0.912	0.921	0.844	0.857	0.891	0.900	0.931	0.831	0.954
구의제2동	0.924	0.873	0.913	0.904	0.920	0.904	0.912	1.000	0.925	0.868	0.819	0.946	0.933	0.887	0.624	0.877
구의제3동	0.955	0.887	0.917	0.905	0.918	0.903	0.921	0.925	1.000	0.855	0.831	0.945	0.929	0.905	0.659	0.892
광장동	0.873	0.874	0.863	0.857	0.834	0.871	0.844	0.868	0.855	1.000	0.710	0.860	0.894	0.807	0.578	0.888
자양제1동	0.911	0.863	0.913	0.866	0.839	0.852	0.857	0.819	0.831	0.710	1.000	0.854	0.815	0.874	0.858	0.853
자양제2동	0.938	0.894	0.938	0.910	0.937	0.895	0.891	0.946	0.945	0.860	0.854	1.000	0.911	0.911	0.672	0.890
자양제3동	0.934	0.860	0.900	0.900	0.878	0.859	0.900	0.933	0.929	0.894	0.815	0.911	1.000	0.907	0.605	0.872
자양제4동	0.928	0.945	0.958	0.952	0.942	0.942	0.931	0.887	0.905	0.807	0.874	0.911	0.907	1.000	0.760	0.928
화양동	0.749	0.778	0.812	0.693	0.677	0.840	0.831	0.624	0.659	0.578	0.858	0.672	0.605	0.760	1.000	0.843
군자동	0.944	0.953	0.945	0.926	0.898	0.950	0.954	0.877	0.892	0.888	0.853	0.890	0.872	0.928	0.843	1.000

Heatmap
Table

	광진구	중곡제1동	중곡제2동	중곡제3동	중곡제4동	능동	구의제1동	구의제2동	구의제3동	광장동	자양제1동	자양제2동	자양제3동	자양제4동	화양동	군자동
광진구	1.000	0.967	0.979	0.965	0.953	0.961	0.981	0.952	0.976	0.758	0.989	0.964	0.924	0.960	0.936	0.974
중곡제1동	0.967	1.000	0.972	0.974	0.949	0.971	0.970	0.912	0.938	0.644	0.973	0.945	0.879	0.976	0.934	0.974
중곡제2동	0.979	0.972	1.000	0.981	0.965	0.951	0.968	0.943	0.961	0.704	0.978	0.966	0.910	0.978	0.912	0.965
중곡제3동	0.965	0.974	0.981	1.000	0.978	0.939	0.954	0.942	0.947	0.669	0.972	0.967	0.900	0.987	0.901	0.960
중곡제4동	0.953	0.949	0.965	0.978	1.000	0.908	0.929	0.961	0.941	0.710	0.956	0.974	0.916	0.972	0.869	0.936
능동	0.961	0.971	0.951	0.939	0.908	1.000	0.974	0.900	0.940	0.674	0.963	0.923	0.882	0.942	0.952	0.962
구의제1동	0.981	0.970	0.968	0.954	0.929	0.974	1.000	0.920	0.966	0.708	0.978	0.938	0.893	0.953	0.957	0.974
구의제2동	0.952	0.912	0.943	0.942	0.961	0.900	0.920	1.000	0.955	0.822	0.941	0.970	0.961	0.929	0.858	0.911
구의제3동	0.976	0.938	0.961	0.947	0.941	0.940	0.966	0.955	1.000	0.787	0.962	0.963	0.936	0.938	0.906	0.938
광장동	0.758	0.644	0.704	0.669	0.710	0.674	0.708	0.822	0.787	1.000	0.716	0.756	0.858	0.638	0.658	0.679
자양제1동	0.989	0.973	0.978	0.972	0.956	0.963	0.978	0.941	0.962	0.716	1.000	0.957	0.908	0.973	0.938	0.976
자양제2동	0.964	0.945	0.966	0.967	0.974	0.923	0.938	0.970	0.963	0.756	0.957	1.000	0.944	0.957	0.877	0.937
자양제3동	0.924	0.879	0.910	0.900	0.916	0.882	0.893	0.961	0.936	0.858	0.908	0.944	1.000	0.884	0.834	0.883
자양제4동	0.960	0.976	0.978	0.987	0.972	0.942	0.953	0.929	0.938	0.638	0.973	0.957	0.884	1.000	0.905	0.964
화양동	0.936	0.934	0.912	0.901	0.869	0.952	0.957	0.858	0.906	0.658	0.938	0.877	0.834	0.905	1.000	0.954
군자동	0.974	0.974	0.965	0.960	0.936	0.962	0.974	0.911	0.938	0.679	0.976	0.937	0.883	0.964	0.954	1.000

Count
Matrix

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

First rows
Last rows

	연령	광진구	중곡제1동	중곡제2동	중곡제3동	중곡제4동	능동	구의제1동	구의제2동	구의제3동	광장동	자양제1동	자양제2동	자양제3동	자양제4동	화양동	군자동	데이터기준일자
0	0세	1120	59	69	59	77	34	78	93	105	97	66	88	137	79	30	49	2023-12-31
1	1세	1204	57	57	54	98	53	86	76	128	105	56	123	166	68	27	50	2023-12-31
2	2세	1261	66	61	63	96	37	72	117	134	121	53	100	188	77	24	52	2023-12-31
3	3세	1271	57	56	62	104	53	74	105	144	145	57	102	163	75	21	53	2023-12-31
4	4세	1434	55	77	54	87	41	77	136	149	186	71	130	188	92	26	65	2023-12-31
5	5세	1460	49	88	58	104	41	104	137	159	210	54	126	166	73	29	62	2023-12-31
6	6세	1577	45	92	53	102	45	77	125	180	323	66	99	209	77	20	64	2023-12-31
7	7세	1839	54	102	51	99	46	88	165	169	381	108	145	243	76	33	79	2023-12-31
8	8세	2046	66	122	79	128	47	106	188	205	419	97	133	251	86	37	82	2023-12-31
9	9세	1996	57	106	72	120	35	97	166	201	428	95	163	247	83	37	89	2023-12-31

	연령	광진구	중곡제2동	중곡제4동	능동	구의제1동	구의제2동	구의제3동	광장동	자양제1동	자양제2동	자양제3동	자양제4동	화양동	군자동	데이터기준일자
101	101세	12	0	1	0	0	2	1	2	1	0	4	0	0	1	2023-12-31
102	102세	3	0	0	1	1	0	1	0	0	0	0	0	0	0	2023-12-31
103	103세	4	0	0	0	0	0	1	1	0	1	0	1	0	0	2023-12-31
104	104세	1	0	0	0	0	0	1	0	0	0	0	0	0	0	2023-12-31
105	105세	4	1	0	0	1	1	0	1	0	0	0	0	0	0	2023-12-31
106	106세	1	0	0	0	0	0	0	0	0	0	0	0	1	0	2023-12-31
107	107세	0	0	0	0	0	0	0	0	0	0	0	0	0	0	2023-12-31
108	108세	1	0	0	0	0	0	0	0	0	0	0	0	0	1	2023-12-31
109	109세	0	0	0	0	0	0	0	0	0	0	0	0	0	0	2023-12-31
110	110세 이상	4	0	2	0	0	1	0	0	0	1	0	0	0	0	2023-12-31

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Letter

Space Separator

Most occurring scripts

Most frequent character per script

Common

Hangul

Most occurring blocks

Most frequent character per block

Hangul

ASCII

Common Values

Length

Common Values (Plot)

Interactions

Correlations

Missing values

Sample