gimi9 Pandas Profiling

Dataset statistics

Number of variables	3
Number of observations	100
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	2.8 KiB
Average record size in memory	28.3 B

Variable types

Numeric	3

Dataset

Description	Sample
Author	야놀자
URL	https://www.bigdata-culture.kr/bigdata/user/data_market/detail.do?id=909d08f0-4985-11ea-8aab-85ba209ddf37

Alerts

lsr_cd has unique values Unique

Reproduction

Analysis started	2023-12-10 10:18:36.184350
Analysis finished	2023-12-10 10:18:37.678133
Duration	1.49 second
Software version	ydata-profiling vv4.5.1
Download configuration	config.json

lsr_cd
Real number (ℝ)

UNIQUE

Distinct	100
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	18210.86

Minimum	19
Maximum	79406
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	19
5-th percentile	140.95
Q1	11623.75
median	20327.5
Q3	23212
95-th percentile	24464.65
Maximum	79406
Range	79387
Interquartile range (IQR)	11588.25

Descriptive statistics

Standard deviation	13710.197
Coefficient of variation (CV)	0.75285831
Kurtosis	10.234255
Mean	18210.86
Median Absolute Deviation (MAD)	3859.5
Skewness	2.3604475
Sum	1821086
Variance	1.8796951 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
19	1	1.0%
20628	1	1.0%
23130	1	1.0%
23121	1	1.0%
23120	1	1.0%
23038	1	1.0%
23035	1	1.0%
22000	1	1.0%
21968	1	1.0%
21019	1	1.0%
Other values (90)	90	90.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
19	1	1.0%
31	1	1.0%
108	1	1.0%
124	1	1.0%
140	1	1.0%
141	1	1.0%
197	1	1.0%
268	1	1.0%
744	1	1.0%
796	1	1.0%

Value	Count	Frequency (%)
79406	1	1.0%
79405	1	1.0%
79404	1	1.0%
24478	1	1.0%
24477	1	1.0%
24464	1	1.0%
24415	1	1.0%
24403	1	1.0%
24402	1	1.0%
24399	1	1.0%

lsr_la
Real number (ℝ)

Distinct	93
Distinct (%)	93.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	36.508541

Minimum	33.433179
Maximum	38.077598
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	33.433179
5-th percentile	33.433179
Q1	35.813969
median	37.174099
Q3	37.552463
95-th percentile	37.76796
Maximum	38.077598
Range	4.6444191
Interquartile range (IQR)	1.7384938

Descriptive statistics

Standard deviation	1.2897288
Coefficient of variation (CV)	0.035326769
Kurtosis	0.15146397
Mean	36.508541
Median Absolute Deviation (MAD)	0.60417556
Skewness	-1.0019569
Sum	3650.8541
Variance	1.6634004
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
33.4331793245	6	6.0%
35.81513481291563	2	2.0%
37.526230419320015	2	2.0%
35.81347557614919	1	1.0%
36.4653158294	1	1.0%
37.1778523415	1	1.0%
35.1514596002	1	1.0%
35.82015489600404	1	1.0%
35.820172921188	1	1.0%
35.8151348129	1	1.0%
Other values (83)	83	83.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
33.4331793245	6	6.0%
33.43964477102691	1	1.0%
33.512995872	1	1.0%
34.6692433816	1	1.0%
34.68307872539128	1	1.0%
34.7529491566	1	1.0%
34.774373181312946	1	1.0%
35.0982429711	1	1.0%
35.1176061706	1	1.0%
35.1514596002	1	1.0%

Value	Count	Frequency (%)
38.07759839166939	1	1.0%
38.07759275	1	1.0%
37.8060203704312	1	1.0%
37.78979285466571	1	1.0%
37.78973420737956	1	1.0%
37.76681395442574	1	1.0%
37.74347487700685	1	1.0%
37.664553197	1	1.0%
37.66455319697784	1	1.0%
37.65664535823991	1	1.0%

lsr_lo
Real number (ℝ)

Distinct	93
Distinct (%)	93.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	127.36374

Minimum	126.50698
Maximum	129.21164
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.0 KiB

Quantile statistics

Minimum	126.50698
5-th percentile	126.69489
Q1	126.92584
median	127.08201
Q3	127.61337
95-th percentile	128.95559
Maximum	129.21164
Range	2.7046529
Interquartile range (IQR)	0.68752853

Descriptive statistics

Standard deviation	0.72026615
Coefficient of variation (CV)	0.0056551899
Kurtosis	0.53482706
Mean	127.36374
Median Absolute Deviation (MAD)	0.19641005
Skewness	1.3263045
Sum	12736.374
Variance	0.51878333
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
126.9269629391	6	6.0%
127.15218589567792	2	2.0%
126.93105454082814	2	2.0%
127.1529085888861	1	1.0%
128.2771511918	1	1.0%
128.4701478498	1	1.0%
129.061108152	1	1.0%
127.1089877211988	1	1.0%
127.10898774583686	1	1.0%
127.1521858957	1	1.0%
Other values (83)	83	83.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
126.5069831003	1	1.0%
126.5366737911	1	1.0%
126.5766138845	1	1.0%
126.65368452882538	1	1.0%
126.667503276	1	1.0%
126.69633077813111	1	1.0%
126.70208472573704	1	1.0%
126.73307745027698	1	1.0%
126.7339228001	1	1.0%
126.75452647169588	1	1.0%

Value	Count	Frequency (%)
129.2116360482	1	1.0%
129.2035301534543	1	1.0%
129.061108152	1	1.0%
129.045062436	1	1.0%
129.0289072971	1	1.0%
128.95173194851702	1	1.0%
128.948462	1	1.0%
128.9218370394	1	1.0%
128.86548767617592	1	1.0%
128.8044362131	1	1.0%

Phik (φk)
Auto

Heatmap
Table

	lsr_cd	lsr_la	lsr_lo
lsr_cd	1.000	0.324	0.000
lsr_la	0.324	1.000	0.865
lsr_lo	0.000	0.865	1.000

Heatmap
Table

	lsr_cd	lsr_la	lsr_lo
lsr_cd	1.000	-0.255	0.005
lsr_la	-0.255	1.000	-0.173
lsr_lo	0.005	-0.173	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

	lsr_cd	lsr_la	lsr_lo
0	19	35.815135	127.152186
1	79404	37.170345	128.948462
2	31	35.74181	127.137779
3	108	37.244651	127.615755
4	124	37.574266	126.984876
5	140	37.433707	126.786201
6	141	36.962981	128.39243
7	79405	37.511311	127.09814
8	197	37.497757	127.040978
9	268	36.886062	126.822634

	lsr_cd	lsr_la	lsr_lo
90	24255	37.499364	126.853537
91	24389	37.520205	126.931802
92	24392	35.749643	127.122395
93	24399	37.561441	127.038396
94	24402	37.553518	126.921718
95	24403	34.669243	127.766968
96	24415	37.57192	126.987267
97	24464	37.789793	126.696331
98	24477	36.002361	127.66253
99	24478	35.641115	127.518109

Overview

Variables

Interactions

Correlations

Missing values

Sample