Genes and Geography - A Bioinformatics Project

Genes and Geography - A Bioinformatics Project

OMGenomics via YouTube Direct link

Finding population labels for the samples

4 of 18

4 of 18

Finding population labels for the samples

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Genes and Geography - A Bioinformatics Project

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  1. 1 Intro
  2. 2 Hunting for data
  3. 3 Inspecting the VCF
  4. 4 Finding population labels for the samples
  5. 5 Parsing VCF with pysam
  6. 6 Going from alleles to numbers for a numpy array
  7. 7 When to work in colab versus python script
  8. 8 Saving data with pandas
  9. 9 Adding population labels from the panel file
  10. 10 To Colab!
  11. 11 PCA
  12. 12 First plot! Mission accomplished :
  13. 13 Using Altair for plotting with labels
  14. 14 Second plot with population labels!
  15. 15 Merging with the igsr_population.tsv data
  16. 16 TSNE
  17. 17 Exercise: PCA on the SNPs
  18. 18 Conclusion and origin story for this project

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