Overview

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Dataset statistics

Number of variables4
Number of observations2127
Missing cells0
Missing cells (%)0.0%
Total size in memory83.1 KiB
Average record size in memory40.0 B

Variable types

Categorical4

Reproduction

Analysis started2025-06-19 16:34:49.548317
Analysis finished2025-06-19 16:34:49.577639
Duration0.03 seconds
Software versionydata-profiling vv4.16.1
Download configurationconfig.json

Variables

category
Categorical

Distinct20
Distinct (%)0.9%
Missing0
Missing (%)0.0%
Memory size33.2 KiB
Blood or Bone marrow Acute myeloid leukemia
316 
Lung Adenocarcinoma
305 
Liver Hepatocellular carcinoma
276 
Skin Malignant melanoma
233 
Colon Healthy
203 
Other values (15)
794 

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowLung Squamous cell carcinoma
2nd rowLung Squamous cell carcinoma
3rd rowLung Squamous cell carcinoma
4th rowLung Squamous cell carcinoma
5th rowLung Squamous cell carcinoma

Common Values

ValueCountFrequency (%)
Blood or Bone marrow Acute myeloid leukemia 316
14.9%
Lung Adenocarcinoma 305
14.3%
Liver Hepatocellular carcinoma 276
13.0%
Skin Malignant melanoma 233
11.0%
Colon Healthy 203
9.5%
Brain Glioblastoma 118
 
5.5%
Colon Adenoma 112
 
5.3%
Uterus Endometrioid adenocarcinoma 111
 
5.2%
Liver Healthy 76
 
3.6%
Thyroid gland Papillary carcinoma 68
 
3.2%
Colon Adenocarcinoma 54
 
2.5%
Breast Infiltrating duct carcinoma 53
 
2.5%
Thyroid gland Healthy 48
 
2.3%
Stomach Carcinoma 31
 
1.5%
Breast Healthy 27
 
1.3%
Lung Squamous cell carcinoma 25
 
1.2%
Prostate gland Adenocarcinoma 22
 
1.0%
Lung Healthy 19
 
0.9%
Head and Neck Squamous cell carcinoma 16
 
0.8%
Prostate gland Healthy 14
 
0.7%

tissue_or_organ_of_origin
Categorical

Distinct12
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Memory size33.2 KiB
Colon
369 
Liver
352 
Lung
349 
Blood or Bone marrow
316 
Skin
233 
Other values (7)
508 

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowLung
2nd rowLung
3rd rowLung
4th rowLung
5th rowLung

Common Values

ValueCountFrequency (%)
Colon 369
17.3%
Liver 352
16.5%
Lung 349
16.4%
Blood or Bone marrow 316
14.9%
Skin 233
11.0%
Brain 118
 
5.5%
Thyroid gland 116
 
5.5%
Uterus 111
 
5.2%
Breast 80
 
3.8%
Prostate gland 36
 
1.7%
Stomach 31
 
1.5%
Head and Neck 16
 
0.8%

primary_diagnosis
Categorical

Distinct12
Distinct (%)0.6%
Missing0
Missing (%)0.0%
Memory size33.2 KiB
Healthy
387 
Adenocarcinoma
381 
Acute myeloid leukemia
316 
Hepatocellular carcinoma
276 
Malignant melanoma
233 
Other values (7)
534 

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowSquamous cell carcinoma
2nd rowSquamous cell carcinoma
3rd rowSquamous cell carcinoma
4th rowSquamous cell carcinoma
5th rowSquamous cell carcinoma

Common Values

ValueCountFrequency (%)
Healthy 387
18.2%
Adenocarcinoma 381
17.9%
Acute myeloid leukemia 316
14.9%
Hepatocellular carcinoma 276
13.0%
Malignant melanoma 233
11.0%
Glioblastoma 118
 
5.5%
Adenoma 112
 
5.3%
Endometrioid adenocarcinoma 111
 
5.2%
Papillary carcinoma 68
 
3.2%
Infiltrating duct carcinoma 53
 
2.5%
Squamous cell carcinoma 41
 
1.9%
Carcinoma 31
 
1.5%

GSE ID
Categorical

Distinct26
Distinct (%)1.2%
Missing0
Missing (%)0.0%
Memory size33.2 KiB
GSE159907
316 
GSE157341
270 
GSE101764
261 
GSE66836
183 
GSE202097
144 
Other values (21)
953 

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st rowGSE124052
2nd rowGSE124052
3rd rowGSE124052
4th rowGSE124052
5th rowGSE124052

Common Values

ValueCountFrequency (%)
GSE159907 316
14.9%
GSE157341 270
12.7%
GSE101764 261
12.3%
GSE66836 183
8.6%
GSE202097 144
6.8%
GSE256092 141
6.6%
GSE193535 108
 
5.1%
GSE120878 89
 
4.2%
GSE86961 82
 
3.9%
GSE89852 74
 
3.5%
GSE136791 69
 
3.2%
GSE60274 68
 
3.2%
GSE66313 55
 
2.6%
GSE196490 50
 
2.4%
GSE121377 34
 
1.6%
GSE67116 33
 
1.6%
GSE116338 32
 
1.5%
GSE124052 30
 
1.4%
GSE85464 19
 
0.9%
GSE100503 13
 
0.6%
GSE164988 12
 
0.6%
GSE124367 12
 
0.6%
GSE95036 11
 
0.5%
GSE93589 9
 
0.4%
GSE199747 8
 
0.4%
GSE38240 4
 
0.2%