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tli14 committed Aug 21, 2022
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* Information about R packages needed to run R codes can be found in [R_packages](https://github.com/tli14/PanMAGs/blob/main/R_packages).

## Scripts
* Python_Shell_scripts
- 1.Genome_Data_Collection:
* **Python_Shell_scripts**
- 1. Genome_Data_Collection:
- [download_all_complete_genome_fasta.sh](https://github.com/tli14/PanMAGs/blob/main/Python_Shell_scripts/1.Genome_Data_Collection/download_all_complete_genome_fasta.sh): Download complete bacteria genomes from assembly_summary.txt.
- [download_genus_contaminaton_genomes.sh](https://github.com/tli14/PanMAGs/blob/main/Python_Shell_scripts/1.Genome_Data_Collection/download_genus_contaminaton_genomes.sh): Download bacteria genomes as contamination datasets.
- [fastANI.sh](https://github.com/tli14/PanMAGs/blob/main/Python_Shell_scripts/1.Genome_Data_Collection/fastANI.sh): Calculate average nucleotide identity (ANI) for bacteria species.
- 2. 17_species:
- [prokka.sh](https://github.com/tli14/PanMAGs/blob/main/Python_Shell_scripts/2.17_species/prokka.sh): Genome annotation by using Prokka.
- [gen_gff.sh](https://github.com/tli14/PanMAGs/blob/main/Python_Shell_scripts/2.17_species/gen_gff.sh): Rename .gff files from Prokka results.
- [roary_species.sh](https://github.com/tli14/PanMAGs/blob/main/Python_Shell_scripts/2.17_species/roary_species.sh): Pan-genome analysis by using Roary.
- [sbatch_roary.sh](https://github.com/tli14/PanMAGs/blob/main/Python_Shell_scripts/2.17_species/sbatch_roary.sh): Run multiple jobs for pan-genome analysis.
- 3. MAG_Simulation:
- [fragmentation.py](https://github.com/tli14/PanMAGs/blob/main/Python_Shell_scripts/3.MAG_Simulation/fragmentation.py): Fragmentation simulation - random cut the genome to fragments (random number of fragments).
- [fragmentation_avrg_length.py](https://github.com/tli14/PanMAGs/blob/main/Python_Shell_scripts/3.MAG_Simulation/fragmentation_avrg_length.py): Fragmentation simulation - random cut the genome to fragments (random length of fragments).
- [incompleteness.py](https://github.com/tli14/PanMAGs/blob/main/Python_Shell_scripts/3.MAG_Simulation/incompleteness.py): Incompleteness simulation - remove a percentage of sequence length from each fragment.
- [contamination.py](https://github.com/tli14/PanMAGs/blob/main/Python_Shell_scripts/3.MAG_Simulation/contamination.py): Contamination simulation - add fragments from other genomes in the same species (intraspecies).
- [contamination_genus.py](https://github.com/tli14/PanMAGs/blob/main/Python_Shell_scripts/3.MAG_Simulation/contamination_genus.py): Contamination simulation - add fragments from other genomes in the same genus (interspecies).
- [random_distribution](https://github.com/tli14/PanMAGs/tree/main/Python_Shell_scripts/3.MAG_Simulation/random_distribution):
Generate random numbers following F distribution for simualtion.

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